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Igawa S, Inokuchi T, Hiraoka S, Toyosawa J, Aoyama Y, Yamasaki Y, Kinugasa H, Takahara M, Okada H, Otsuka M. Induction Therapy With Oral Tacrolimus Provides Long-Term Benefit in Thiopurine-Naïve Refractory Ulcerative Colitis Patients Despite Low Serum Albumin Levels. JGH Open 2025; 9:e70139. [PMID: 40177188 PMCID: PMC11962645 DOI: 10.1002/jgh3.70139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 02/19/2025] [Accepted: 03/09/2025] [Indexed: 04/05/2025]
Abstract
Background and Aim Oral tacrolimus is an effective treatment for refractory ulcerative colitis (UC). However, tacrolimus is underutilized because of the difficulties in transitioning to subsequent maintenance therapy and concerns about adverse events. Methods We evaluated the clinical outcomes, adverse events, and accumulated medication costs in consecutive 72 UC patients treated with tacrolimus. Results Fifty-five (76%) patients with pancolitis and 43 (60%) patients with acute severe disease were entered. Fifty-four (75%) achieved clinical remission 8 weeks after starting tacrolimus. At the last visit, 62 (86%) patients had colectomy-free remission, and 55 (76%) patients had corticosteroid-free remission. Eighteen (25%) patients maintained remission without additional treatment after tacrolimus discontinuation. Patients with continuous remission had a significantly lower history of thiopurine use and lower serum albumin levels at the induction of tacrolimus than patients with failure to induce or maintain remission. No severe adverse events due to tacrolimus treatment were observed. The accumulated medication costs over 3 years in patients with continuous remission after the start of tacrolimus were lower than those in patients with induction and maintenance of infliximab (p < 0.001). Conclusions Tacrolimus could have an irreplaceable role in the era of biologic therapies, especially for refractory UC patients with thiopurine-naïve and low serum albumin levels.
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Affiliation(s)
- Shoko Igawa
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Toshihiro Inokuchi
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Sakiko Hiraoka
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Junki Toyosawa
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Yuki Aoyama
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Yasushi Yamasaki
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Hideaki Kinugasa
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Masahiro Takahara
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Hiroyuki Okada
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Motoyuki Otsuka
- Department of Gastroenterology and HepatologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
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2
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Wu AS, Mozessohn L, Kim RB, Zipursky JS. Severe myelosuppression and alopecia after thiopurine initiation in a patient with NUDT15 deficiency. Br J Clin Pharmacol 2025. [PMID: 40099566 DOI: 10.1002/bcp.70047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 02/15/2025] [Accepted: 02/17/2025] [Indexed: 03/20/2025] Open
Abstract
Thiopurines are a class of immunosuppressant and antineoplastic agents. They are widely used in the treatment of inflammatory bowel disease, haematological malignancies and autoimmune diseases, but can cause significant toxicity. Inherited gene mutations are now recognized as independent risk factors for severe adverse drug reactions to thiopurines even at 10-fold dose reductions. We present a case of thiopurine toxicity resulting in severe myelosuppression, hepatotoxicity and alopecia in an individual with homozygous *3/*3 loss-of-function alleles in the NUDT15 gene. Our case highlights important differences in gene mutation frequencies between races that can help guide pharmacogenomic testing.
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Affiliation(s)
- Annie Siyu Wu
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Lee Mozessohn
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Medical Oncology/Hematology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Odette Cancer Center, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Richard B Kim
- Department of Medicine, University of Western Ontario, London, Ontario, Canada
- Division of Clinical Pharmacology and Toxicology, London Health Sciences Center, London, Ontario, Canada
| | - Jonathan S Zipursky
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of General Internal Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Division of Clinical Pharmacology and Toxicology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Sunnybrook Research Institute, Toronto, Ontario, Canada
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3
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Baik S, Kim H, Lee Y, Kang T, Shin K, Song C, Park OK, Kang B, Lee N, Kim D, Choi SH, Kim SH, Soh M, Hyeon T, Kim CK. Orally Deliverable Iron-Ceria Nanotablets for Treatment of Inflammatory Bowel Disease. Adv Healthc Mater 2025; 14:e2401994. [PMID: 39235381 DOI: 10.1002/adhm.202401994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 08/20/2024] [Indexed: 09/06/2024]
Abstract
Ceria-based nanoparticles are versatile in treating various inflammatory diseases, but their feasibility in clinical translation is undermined by safety concerns and a limited delivery system. Meanwhile, the idiopathic nature of inflammatory bowel disease (IBD) calls for a wider variety of therapeutics via moderation of the intestinal immune system. In this regard, the synthesis and oral formulation of iron-ceria nanoparticles (CF NPs) with enhanced nanozymic activity and lower toxicity risk than conventional ceria-based nanoparticles are reported. CF NPs are clustered in calcium phosphate (CaP) and coated with a pH-responsive polymer to provide the enteric formulation of iron-ceria nanotablets (CFNT). CFNT exhibits a marked alleviative efficacy in the dextran sodium sulfate (DSS)-induced enterocolitis model in vivo by modulating the pro-inflammatory behavior of innate immune cells including macrophages and neutrophils, promoting anti-inflammatory cytokine profiles, and downregulating key transcription factors of inflammatory pathways.
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Affiliation(s)
- Seungmin Baik
- School of Chemical and Biological Engineering and Institute of Chemical Process, Seoul National University, Seoul, 08826, Republic of Korea
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
| | - Hyunmin Kim
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, 08308, Republic of Korea
- Department of Medical Science, BK21 Plus KUMS Graduate Program, Korea University College of Medicine, Seoul, 08308, Republic of Korea
| | - Yunjung Lee
- School of Chemical and Biological Engineering and Institute of Chemical Process, Seoul National University, Seoul, 08826, Republic of Korea
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
| | - Taegyu Kang
- School of Chemical and Biological Engineering and Institute of Chemical Process, Seoul National University, Seoul, 08826, Republic of Korea
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
| | - Kwangsoo Shin
- School of Chemical and Biological Engineering and Institute of Chemical Process, Seoul National University, Seoul, 08826, Republic of Korea
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
| | - Changyeong Song
- School of Chemical and Biological Engineering and Institute of Chemical Process, Seoul National University, Seoul, 08826, Republic of Korea
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
| | - Ok Kyu Park
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Byeonggeun Kang
- Bio-MAX Institute, Seoul National University, Seoul, 08826, Republic of Korea
| | - Nohyun Lee
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
- School of Advanced Materials Engineering, Kookmin University, Seoul, 02707, Republic of Korea
| | - Dokyoon Kim
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
- Department of Bionano Engineering and Bionanotechnology, Hanyang University, Ansan, 15558, Republic of Korea
| | - Seung Hong Choi
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Center for Advanced Pharmaceutical Technology, HyeonTechNBio Inc., Seoul, 08826, Republic of Korea
| | - Seung Han Kim
- Department of Gastroenterology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, 08308, Republic of Korea
| | - Min Soh
- School of Chemical and Biological Engineering and Institute of Chemical Process, Seoul National University, Seoul, 08826, Republic of Korea
- Center for Advanced Pharmaceutical Technology, HyeonTechNBio Inc., Seoul, 08826, Republic of Korea
| | - Taeghwan Hyeon
- School of Chemical and Biological Engineering and Institute of Chemical Process, Seoul National University, Seoul, 08826, Republic of Korea
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
| | - Chi Kyung Kim
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, 08308, Republic of Korea
- Department of Medical Science, BK21 Plus KUMS Graduate Program, Korea University College of Medicine, Seoul, 08308, Republic of Korea
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4
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Maillard M, Nguyen JQ, Yang W, Hoshitsuki K, Relling MV, Caudle KE, Crews KR, Jeha S, Inaba H, Pui CH, Bhatia S, Karol SE, Antillon-Klussmann FG, Haidar CE, Bhojwani D, Yang JJ. Clinical Actionability of the NUDT15 *4 (p.R139H) Allele and Its Association With Hispanic Ethnicity. Clin Pharmacol Ther 2025; 117:724-731. [PMID: 39688234 DOI: 10.1002/cpt.3501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 11/10/2024] [Indexed: 12/18/2024]
Abstract
Nudix hydrolase 15 (NUDT15) deficiency is strongly associated with thiopurine-induced myelosuppression. Currently, testing for NUDT15 deficiency is based on the genotyping of the most frequent and clinically characterized no-function variants, that is, *2, *3 and *9. The Hispanic/Latino-predominant variant NUDT15 *4 (p.R139H) is classified as "uncertain function" by the Clinical Pharmacogenetics Implementation Consortium, because of insufficient data to ascertain its clinical actionability. In this study, we evaluated the association of NUDT15 *4 with mercaptopurine (6-MP) tolerance in a retrospective cohort of 1,399 patients with acute lymphoblastic leukemia (ALL) of diverse ancestries. All patients were wildtype for thiopurine methyltransferase gene. Patients were treated with 6-MP in the context of ALL frontline clinical trials. The tolerated dose of 6-MP was used to assess drug toxicity during the maintenance phase of ALL therapy. Patients with NUDT15 *1/*4 (n = 16, all of whom self-identified as Hispanic/Latino) tolerated a significantly lower dose of 6-MP than did those with NUDT15 *1/*1: median [interquartile range] of 39.0 [21.2-52.8] mg/m2, vs. 62.2 [47.9-71.6] mg/m2, P value < 0.001. No patient homozygous for *4 was detected. In a separate retrospective validation study, six patients were identified as having NUDT15 *1/*4 by routine clinical pharmacogenetics testing and tolerated a 6-MP median dose of 38.7 mg/m2 (IQR, 33.7-54.0), confirming the need for dose reduction attributed to the NUDT15 *4 variant. These results point to the need to include NUDT15 *4 in pharmacogenetics-guided thiopurine dosing algorithms.
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Affiliation(s)
- Maud Maillard
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jenny Q Nguyen
- Personalized Care Program, Children's Hospital Los Angeles, Los Angeles, California, USA
| | - Wenjian Yang
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Keito Hoshitsuki
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Mary V Relling
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kelly E Caudle
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kristine R Crews
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Sima Jeha
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Smita Bhatia
- Division of Pediatric Hematology-Oncology, Institute for Cancer Outcomes and Survivorship, University of Alabama, Birmingham, Alabama, USA
| | - Seth E Karol
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | | | - Cyrine E Haidar
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Deepa Bhojwani
- Cancer and Blood Disease Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Jun J Yang
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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5
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Kim H, Kim YZ, Kim SY, Choe YH, Kim MJ. Comparison of Effects on 6-Thioguanine Nucleotides According to Mesalazine Formulation in Pediatric Patients with Ulcerative Colitis. Clin Ther 2025; 47:196-203. [PMID: 39753503 DOI: 10.1016/j.clinthera.2024.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 12/05/2024] [Accepted: 12/07/2024] [Indexed: 02/21/2025]
Abstract
PURPOSE Mesalazine and thiopurines are important therapeutic agents for pediatric patients with ulcerative colitis (UC). Mesalazine, which may be administered in different forms depending on delivery mechanisms, can affect thiopurine metabolism, leading to increased 6-thioguanine nucleotides (6-TGN) levels. Therefore, when using these two drugs simultaneously, their interactions must be considered. This study aimed to analyze 6-TGN according to mesalazine formulation in pediatric patients with UC. METHODS We retrospectively reviewed the data of 236 pediatric patients with UC who visited a single health center between January 2021 and December 2023. Among the enrolled patients, 198 were administered thiopurines, and of these, 136 underwent testing for 6-TGN. FINDINGS The mean dose of azathioprine (AZA) was 0.66 mg/kg, and the mean 6-TGN level was 211.64 pmol/8 × 10^8 red blood cells (RBCs). The mean 6-TGN level for the group concurrently using time-dependent mesalazine and AZA was 245.00 pmol/8 × 10^8 RBCs, while that for the group concurrently using multimatrix mesalazine (MMX) and AZA was 141.97 pmol/8 × 10^8 RBCs (P < 0.001). In the same patients, the mean 6-TGN level during time-dependent mesalazine treatment was 290.34 pmol/8 × 108 RBCs, whereas the mean 6-TGN level measured after switching to MMX was 148.54 pmol/8 × 108 RBCs (P = 0.016). IMPLICATIONS The group treated with MMX and AZA had a lower mean 6-TGN level than the group treated with time-dependent mesalazine and AZA. The mean 6-TGN level significantly decreased after switching from time-dependent mesalazine to MMX in the same patients. Therefore, when administering MMX, a higher dose of AZA is necessary to reach the target 6-TGN level, compared to the dose required when using time-dependent mesalazine.
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Affiliation(s)
- Hansol Kim
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yoon Zi Kim
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seon Young Kim
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yon Ho Choe
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Mi Jin Kim
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
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6
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Chatterjee A, Bhatia P, Sinha SK, Singh AK, Mandavdhare HS, Shah J, Jearth V, Sasani A, Sekar A, Singh M, Dutta U, Sharma V. Effectiveness and safety of thiopurines in inflammatory bowel disease patients with NUDT15 polymorphism: a real-world retrospective study. Expert Rev Clin Pharmacol 2025; 18:175-183. [PMID: 39921705 DOI: 10.1080/17512433.2025.2465425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 01/31/2025] [Accepted: 02/06/2025] [Indexed: 02/10/2025]
Abstract
BACKGROUND Thiopurine S-methyltransferase (TPMT) and Nudix hydrolase (NUDT15) polymorphisms predispose to thiopurine-related leukopenia. METHODS Retrospective evaluation of inflammatory bowel disease (IBD) patients harboring NUDT15 polymorphisms and exposed to thiopurines. We report the frequency of NUDT15 polymorphism, frequency of leukopenia, the tolerated dose of azathioprine, and the clinical efficacy of thiopurines. RESULTS Of 1440 patients, 118 (8.2%) had NUDT15 polymorphism. Among 51 with complete details, 46 were heterozygous (90.2%), and 5 homozygous (9.2%) for NUDT15. Twenty (43.5%) heterozygous and all homozygous patients developed leukopenia. Leukopenia was significantly more in NUDT15 heterozygous group compared to controls (43.45% vs 7.8%, Odds ratio: 9, 95% CI 3.57-22.9). The maximum tolerated dose of azathioprine was lower in NUDT15 heterozygous group (1.1 ± 0.4 mg per kg vs 1.7 ± 0.7 mg per kg, p = 0.002). The mean time to leukopenia was earlier in the heterozygous group vs controls (19 ± 56 weeks vs 70 ± 53 weeks, p-value 0.002). Seven (35%) of 20 heterozygous patients who developed leukopenia, could be maintained at a lower dose of thiopurine. Twenty-five maintained clinical remission while on thiopurines. CONCLUSION Thiopurines should be avoided in NUDT15 homozygous but can be used cautiously at lower dosages with frequent monitoring among heterozygous patients.
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Affiliation(s)
- Abhirup Chatterjee
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Prateek Bhatia
- Department of Pediatric Hemato-oncology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Saroj K Sinha
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Anupam K Singh
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Harshal S Mandavdhare
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Jimil Shah
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Vaneet Jearth
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Arpit Sasani
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Aravind Sekar
- Department of Histopathology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Minu Singh
- Department of Pediatric Hemato-oncology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Usha Dutta
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Vishal Sharma
- Department of Gastroenterology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
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7
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Belardi R, Pacifici F, Baldetti M, Velocci S, Minieri M, Pieri M, Campione E, Della-Morte D, Tisone G, Anselmo A, Novelli G, Bernardini S, Terrinoni A. Trends in Precision Medicine and Pharmacogenetics as an Adjuvant in Establishing a Correct Immunosuppressive Therapy for Kidney Transplant: An Up-to-Date Historical Overview. Int J Mol Sci 2025; 26:1960. [PMID: 40076585 PMCID: PMC11900248 DOI: 10.3390/ijms26051960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Revised: 02/17/2025] [Accepted: 02/20/2025] [Indexed: 03/14/2025] Open
Abstract
Kidney transplantation is currently the treatment of choice for patients with end-stage kidney diseases. Although significant advancements in kidney transplantation have been achieved over the past decades, the host's immune response remains the primary challenge, often leading to potential graft rejection. Effective management of the immune response is essential to ensure the long-term success of kidney transplantation. To address this issue, immunosuppressives have been developed and are now fully integrated into the clinical management of transplant recipients. However, the considerable inter- and intra-patient variability in pharmacokinetics (PK) and pharmacodynamics (PD) of these drugs represents the primary cause of graft rejection. This variability is primarily attributed to the polymorphic nature (genetic heterogeneity) of genes encoding xenobiotic-metabolizing enzymes, transport proteins, and, in some cases, drug targets. These genetic differences can influence drug metabolism and distribution, leading to either toxicity or reduced efficacy. The main objective of the present review is to report an historical overview of the pharmacogenetics of immunosuppressants, shedding light on the most recent findings and also suggesting how relevant is the research and investment in developing validated NGS-based commercial panels for pharmacogenetic profiling in kidney transplant recipients. These advancements will enable the implementation of precision medicine, optimizing immunosuppressive therapies to improve graft survival and kidney transplanted patient outcomes.
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Affiliation(s)
- Riccardo Belardi
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (R.B.); (M.B.); (S.V.); (M.M.); (M.P.); (S.B.)
| | - Francesca Pacifici
- Department of Human Sciences and Quality of Life Promotion, San Raffaele University, 00166 Rome, Italy; (F.P.); (D.D.-M.)
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
| | - Matteo Baldetti
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (R.B.); (M.B.); (S.V.); (M.M.); (M.P.); (S.B.)
| | - Silvia Velocci
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (R.B.); (M.B.); (S.V.); (M.M.); (M.P.); (S.B.)
| | - Marilena Minieri
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (R.B.); (M.B.); (S.V.); (M.M.); (M.P.); (S.B.)
| | - Massimo Pieri
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (R.B.); (M.B.); (S.V.); (M.M.); (M.P.); (S.B.)
| | - Elena Campione
- Dermatology Unit, Policlinico Tor Vergata, System Medicine Department, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - David Della-Morte
- Department of Human Sciences and Quality of Life Promotion, San Raffaele University, 00166 Rome, Italy; (F.P.); (D.D.-M.)
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ-on-Chip Applications (ICLOC), University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
- Department of Neurology, Evelyn F. McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - Giuseppe Tisone
- Department of Surgery, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (G.T.)
| | - Alessandro Anselmo
- Department of Surgery, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (G.T.)
| | - Giuseppe Novelli
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - Sergio Bernardini
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (R.B.); (M.B.); (S.V.); (M.M.); (M.P.); (S.B.)
| | - Alessandro Terrinoni
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (R.B.); (M.B.); (S.V.); (M.M.); (M.P.); (S.B.)
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8
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Shaaban S, Walker BS, Ji Y, Johnson-Davis K. TPMT and NUDT15 genotyping, TPMT enzyme activity and metabolite determination for thiopurines therapy: a reference laboratory experience. Pharmacogenomics 2025; 25:679-688. [PMID: 39957149 PMCID: PMC11901404 DOI: 10.1080/14622416.2025.2463866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Accepted: 02/04/2025] [Indexed: 02/18/2025] Open
Abstract
AIM To share the experience of a US national reference laboratory, offering genotyping for TPMT and NUDT15, TPMT enzyme phenotyping and detection of thiopurine metabolites. METHODS Retrospective review of archived datasets related to thiopurines drug therapy including patients' data that underwent TPMT and NUDT15 genotyping, and smaller data sets where genotyping was performed with TPMT enzyme levels (phenotyping) +/- therapeutic drug monitoring (TDM). RESULTS Thirteen percent of patients had variants in one or both genes tested. Testing for NUDT15 revealed 3.9% additional patients requiring thiopurines dosing recommendations. A correlation between TPMT enzyme activity and TPMT polymorphisms (odds ratio OD = 71.41, p-value <0.001) and between older age and higher enzyme levels (OD = 0.98, p-value = 0.002) was identified. No correlation between sex and TPMT enzyme levels, nor between TPMT genotyping and the level of thiopurine metabolites was found. CONCLUSION Adding NUDT15 to TPMT genotyping, identified additional 3.9% patients to benefit from thiopurine dose modifications. A significant correlation between genetic variants in TPMT and TPMT enzyme levels and between age and enzyme levels was established, while no correlation was identified between sex and enzyme levels nor between TPMT variation and thiopurine metabolites. Providers rely more significantly on genotyping only approach, rather than genotyping and phenotyping.
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Affiliation(s)
- Sherin Shaaban
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
- ARUP Laboratories, Salt Lake City, UT, USA
| | | | - Yuan Ji
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
- ARUP Laboratories, Salt Lake City, UT, USA
| | - Kamisha Johnson-Davis
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT, USA
- ARUP Laboratories, Salt Lake City, UT, USA
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Coelho T, Cheng G, Lewis S, Ashton JJ, Barakat F, Driscoll KCT, Sholeye-Bolaji AE, Batra A, Afzal NA, Beattie RM, Ennis S. Pharmacogenomic Assessment of Genes Implicated in Thiopurine Metabolism and Toxicity in a UK Cohort of Pediatric Patients With Inflammatory Bowel Disease. Inflamm Bowel Dis 2025; 31:362-375. [PMID: 39011784 DOI: 10.1093/ibd/izae126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Indexed: 07/17/2024]
Abstract
BACKGROUND Thiopurine drugs are effective treatment options in inflammatory bowel disease and other conditions but discontinued in some patients due to toxicity. METHODS We investigated thiopurine-induced toxicity in a pediatric inflammatory bowel disease cohort by utilizing exome sequencing data across a panel of 46 genes, including TPMT and NUDT15. RESULTS The cohort included 487 patients with a median age of 13.1 years. Of the 396 patients exposed to thiopurines, myelosuppression was observed in 11%, gastroenterological intolerance in 11%, hepatotoxicity in 4.5%, pancreatitis in 1.8%, and "other" adverse effects in 2.8%. TPMT (thiopurine S-methyltransferase) enzyme activity was normal in 87.4%, intermediate 12.3%, and deficient in 0.2%; 26% of patients with intermediate activity developed toxicity to thiopurines. Routinely genotyped TPMT alleles associated with defective enzyme activity were identified in 28 (7%) patients: TPMT*3A in 4.5%, *3B in 1%, and *3C in 1.5%. Of these, only 6 (21%) patients developed toxic responses. Three rare TPMT alleles (*3D, *39, and *40) not assessed on routine genotyping were identified in 3 patients, who all developed toxic responses. The missense variant p.R139C (NUDT15*3 allele) was identified in 4 patients (azathioprine 1.6 mg/kg/d), but only 1 developed toxicity. One patient with an in-frame deletion variant p.G13del in NUDT15 developed myelosuppression at low doses. Per-gene deleteriousness score GenePy identified a significant association for toxicity in the AOX1 and DHFR genes. CONCLUSIONS A significant association for toxicity was observed in the AOX1 and DHFR genes in individuals negative for the TPMT and NUDT15 variants. Patients harboring the NUDT15*3 allele, which is associated with myelosuppression, did not show an increased risk of toxicity.
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Affiliation(s)
- Tracy Coelho
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - Guo Cheng
- Human Genetics and Genomic Medicine, University of Southampton, Southampton, United Kingdom
| | - Sophie Lewis
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - James J Ashton
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
- Human Genetics and Genomic Medicine, University of Southampton, Southampton, United Kingdom
| | - Farah Barakat
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - Kouros C T Driscoll
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - Adebola E Sholeye-Bolaji
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - Akshay Batra
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - Nadeem A Afzal
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - Robert M Beattie
- Department of Paediatric Gastroenterology, University Hospital Southampton, Southampton, United Kingdom
| | - Sarah Ennis
- Human Genetics and Genomic Medicine, University of Southampton, Southampton, United Kingdom
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10
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Giraud EL, Krens SD, Böhringer S, Desar IME, Vermeulen SH, Kiemeney LA, Huitema ADR, Steeghs N, van Erp NP, Swen JJ. Exploring the contribution of genetic variants to high sunitinib exposure in patients with cancer. Br J Clin Pharmacol 2025; 91:297-305. [PMID: 39107874 PMCID: PMC11773116 DOI: 10.1111/bcp.16196] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 05/27/2024] [Accepted: 06/25/2024] [Indexed: 01/29/2025] Open
Abstract
AIMS Sunitinib exhibits considerable interindividual variability in exposure. While the target total plasma concentration of sunitinib and its active metabolite is 50-87.5 ng/mL for the intermittent dosing schedule, ~10-21% of patients experience higher exposures (>87.5 ng/mL), correlated with an increased risk for toxicity. Previous research identified single nucleotide variants (SNVs) in genes from the sunitinib pharmacokinetic pathway to be associated with efficacy and toxicity. However, significant interindividual variability in exposure remains unexplained. Our aim was to identify genetic variants associated with supratherapeutic exposure of sunitinib. METHODS This was a genome-wide association study. Cases were identified during routine therapeutic drug monitoring and consisted of patients with dose-normalized sunitinib plasma concentrations >87.5 ng/mL (intermittent dosing) or >75 ng/mL (continuous dosing). Controls were sampled from the historical cohort EuroTARGET who tolerated the standard dose of 50 mg in an intermittent schedule. SNVs were tested for an association with sunitinib exposure. A P-value ≤5 × 10-8 was considered significant and a P-value between 5 × 10-8 and 5 × 10-6 was considered suggestive. RESULTS Sixty-nine cases and 345 controls were included for association analysis. One SNV (rs6923761), located on the gene glucagon-like peptide 1 receptor, was significantly associated with increased sunitinib exposure (P = 7.86 × 10-19). Twelve SNVs were suggestive for an association with sunitinib exposure (P ≤ 5 × 10-6). CONCLUSIONS While rs6923761 is associated with high sunitinib exposure, the underlying mechanism is not yet clarified and warrants further investigation. [Corrections made on 23 September 2024, after first online publication: In the preceding sentence, identifier rs6923671 has been changed to rs6923761 in this version.] We could not confirm the earlier found associations between SNVs in candidate genes involved in the pharmacokinetic pathway of sunitinib and its efficacy and toxicity.
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Affiliation(s)
- Eline L. Giraud
- Department of PharmacyRadboud University Medical CentreNijmegenThe Netherlands
| | - Stefanie D. Krens
- Department of PharmacyRadboud University Medical CentreNijmegenThe Netherlands
- Department of Pharmacy and Clinical Pharmacology, Amsterdam UMCUniversity of AmsterdamAmsterdamthe Netherlands
| | - Stefan Böhringer
- Department of Clinical Pharmacy and ToxicologyLeiden University Medical Centre (LUMC)LeidenThe Netherlands
- Department of Biomedical Data SciencesLeiden University Medical Centre (LUMC)LeidenThe Netherlands
| | - Ingrid M. E. Desar
- Department of Medical OncologyRadboud University Medical CentreNijmegenThe Netherlands
| | - Sita H. Vermeulen
- Department for Health EvidenceRadboud University Medical CentreNijmegenThe Netherlands
| | - Lambertus A. Kiemeney
- Department for Health EvidenceRadboud University Medical CentreNijmegenThe Netherlands
| | - Alwin D. R. Huitema
- Department of Pharmacy & PharmacologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- Department of PharmacologyPrinces Máxima Centre for Pediatric OncologyUtrechtThe Netherlands
- University Medical Centre Utrecht, Department of Clinical PharmacyUtrecht UniversityUtrechtThe Netherlands
| | - Neeltje Steeghs
- Department of Clinical Pharmacology and Department of Medical OncologyThe Netherlands Cancer InstituteAmsterdamCXThe Netherlands
| | - Nielka P. van Erp
- Department of PharmacyRadboud University Medical CentreNijmegenThe Netherlands
| | - Jesse J. Swen
- Department of Clinical Pharmacy and ToxicologyLeiden University Medical Centre (LUMC)LeidenThe Netherlands
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11
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Gibson G, Rioux JD, Cho JH, Haritunians T, Thoutam A, Abreu MT, Brant SR, Kugathasan S, McCauley JL, Silverberg M, McGovern D. Eleven Grand Challenges for Inflammatory Bowel Disease Genetics and Genomics. Inflamm Bowel Dis 2025; 31:272-284. [PMID: 39700476 PMCID: PMC11700891 DOI: 10.1093/ibd/izae269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Indexed: 12/21/2024]
Abstract
The past 2 decades have witnessed extraordinary advances in our understanding of the genetic factors influencing inflammatory bowel disease (IBD), providing a foundation for the approaching era of genomic medicine. On behalf of the NIDDK IBD Genetics Consortium, we herein survey 11 grand challenges for the field as it embarks on the next 2 decades of research utilizing integrative genomic and systems biology approaches. These involve elucidation of the genetic architecture of IBD (how it compares across populations, the role of rare variants, and prospects of polygenic risk scores), in-depth cellular and molecular characterization (fine-mapping causal variants, cellular contributions to pathology, molecular pathways, interactions with environmental exposures, and advanced organoid models), and applications in personalized medicine (unmet medical needs, working toward molecular nosology, and precision therapeutics). We review recent advances in each of the 11 areas and pose challenges for the genetics and genomics communities of IBD researchers.
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Affiliation(s)
- Greg Gibson
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - John D Rioux
- Montreal Heart Institute, Université de Montréal, Montreal, QC, Canada
| | - Judy H Cho
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Talin Haritunians
- Widjaja Foundation IBD Research Institute, Cedars Sinai Health Center, Los Angeles, CA, USA
| | - Akshaya Thoutam
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Maria T Abreu
- Hussman Institute for Human Genomics, University of Miami, Miami, FL, USA
| | - Steven R Brant
- Robert Wood Johnson School of Medicine, Rutgers University, Piscataway, NJ, USA
| | - Subra Kugathasan
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Jacob L McCauley
- Hussman Institute for Human Genomics, University of Miami, Miami, FL, USA
| | - Mark Silverberg
- Lunenfeld-Tanenbaum Research Institute IBD, University of Toronto, Toronto, ON, Canada
| | - Dermot McGovern
- Widjaja Foundation IBD Research Institute, Cedars Sinai Health Center, Los Angeles, CA, USA
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12
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Tremmel R, Hübschmann D, Schaeffeler E, Pirmann S, Fröhling S, Schwab M. Innovation in cancer pharmacotherapy through integrative consideration of germline and tumor genomes. Pharmacol Rev 2025; 77:100014. [PMID: 39952686 DOI: 10.1124/pharmrev.124.001049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 10/02/2024] [Accepted: 10/04/2024] [Indexed: 01/22/2025] Open
Abstract
Precision cancer medicine is widely established, and numerous molecularly targeted drugs for various tumor entities are approved or are in development. Personalized pharmacotherapy in oncology has so far been based primarily on tumor characteristics, for example, somatic mutations. However, the response to drug treatment also depends on pharmacological processes summarized under the term ADME (absorption, distribution, metabolism, and excretion). Variations in ADME genes have been the subject of intensive research for >5 decades, considering individual patients' genetic makeup, referred to as pharmacogenomics (PGx). The combined impact of a patient's tumor and germline genome is only partially understood and often not adequately considered in cancer therapy. This may be attributed, in part, to the lack of methods for combined analysis of both data layers. Optimized personalized cancer therapies should, therefore, aim to integrate molecular information, which derives from both the tumor and the germline genome, and taking into account existing PGx guidelines for drug therapy. Moreover, such strategies should provide the opportunity to consider genetic variants of previously unknown functional significance. Bioinformatic analysis methods and corresponding algorithms for data interpretation need to be developed to integrate PGx data in cancer therapy with a special meaning for interdisciplinary molecular tumor boards, in which cancer patients are discussed to provide evidence-based recommendations for clinical management based on individual tumor profiles. SIGNIFICANCE STATEMENT: The era of personalized oncology has seen the emergence of drugs tailored to genetic variants associated with cancer biology. However, the full potential of targeted therapy remains untapped owing to the predominant focus on acquired tumor-specific alterations. Optimized cancer care must integrate tumor and patient genomes, guided by pharmacogenomic principles. An essential prerequisite for realizing truly personalized drug treatment of cancer patients is the development of bioinformatic tools for comprehensive analysis of all data layers generated in modern precision oncology programs.
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Affiliation(s)
- Roman Tremmel
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany; University of Tuebingen, Tuebingen, Germany
| | - Daniel Hübschmann
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between the German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), DKFZ, Core Center Heidelberg, Heidelberg, Germany; Innovation and Service Unit for Bioinformatics and Precision Medicine, DKFZ, Heidelberg, Germany; Pattern Recognition and Digital Medicine Group, Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany
| | - Elke Schaeffeler
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany; University of Tuebingen, Tuebingen, Germany; Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies," University of Tuebingen, Tuebingen, Germany
| | - Sebastian Pirmann
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between the German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan Fröhling
- German Cancer Consortium (DKTK), DKFZ, Core Center Heidelberg, Heidelberg, Germany; Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany; Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Matthias Schwab
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany; University of Tuebingen, Tuebingen, Germany; Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies," University of Tuebingen, Tuebingen, Germany; Departments of Clinical Pharmacology, and Pharmacy and Biochemistry, University of Tuebingen, Tuebingen, Germany; DKTK, DKFZ, Partner Site Tuebingen, Tuebingen, Germany; NCT SouthWest, a partnership between DKFZ and University Hospital Tuebingen, Tuebingen, Germany.
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13
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Litonius K, Kulla N, Falkenbach P, Kristiansson K, Tarkiainen EK, Ukkola-Vuoti L, Cajanus K, Korhonen M, Khan S, Sistonen J, Orpana A, Lindstedt M, Nyrönen T, Perola M, Turpeinen M, Kytö V, Tornio A, Niemi M. Value of Pharmacogenetic Testing Assessed with Real-World Drug Utilization and Genotype Data. Clin Pharmacol Ther 2025; 117:278-288. [PMID: 39365028 DOI: 10.1002/cpt.3458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Accepted: 09/03/2024] [Indexed: 10/05/2024]
Abstract
Implementation of pharmacogenetic testing in clinical care has been slow and with few exceptions is hindered by the lack of real-world evidence on how to best target testing. In this retrospective register-based study, we analyzed a nationwide cohort of 1,425,000 patients discharged from internal medicine or surgical wards and a cohort of 2,178 university hospital patients for purchases and prescriptions of pharmacogenetically actionable drugs. Pharmacogenetic variants were obtained from whole genome genotype data for a subset (n = 930) of the university hospital patients. We investigated factors associated with receiving pharmacogenetically actionable drugs and developed a literature-based cost-benefit model for pre-emptive pharmacogenetic panel testing. In a 2-year follow-up, 60.4% of the patients in the nationwide cohort purchased at least one pharmacogenetically actionable drug, most commonly ibuprofen (25.0%) and codeine (19.4%). Of the genotyped subset, 98.8% carried at least one actionable pharmacogenetic genotype and 23.3% had at least one actionable gene-drug pair. Patients suffering from musculoskeletal or cardiovascular diseases were more prone to receive pharmacogenetically actionable drugs during inpatient episode. The cost-benefit model included frequently dispensed drugs in the university hospital cohort, comprising ondansetron (19.4%), simvastatin (7.4%), clopidogrel (5.0%), warfarin (5.1%), (es)citalopram (5.3%), and azathioprine (0.5%). For untargeted pre-emptive pharmacogenetic testing of all university hospital patients, the model indicated saving €17.49 in direct healthcare system costs per patient in 2 years without accounting for the cost of the test itself. Therefore, it might be reasonable to target pre-emptive pharmacogenetic testing to patient groups most likely to receive pharmacogenetically actionable drugs.
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Affiliation(s)
- Kaisa Litonius
- Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Noora Kulla
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
| | - Petra Falkenbach
- Finnish Coordinating Center for Health Technology Assessment, Oulu University Hospital, University of Oulu, Oulu, Finland
| | | | - E Katriina Tarkiainen
- Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | - Kristiina Cajanus
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
| | - Mari Korhonen
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Sofia Khan
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Johanna Sistonen
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Arto Orpana
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | | | | | - Markus Perola
- Finnish Institute for Health and Welfare, Helsinki, Finland
- Clinical and Molecular Metabolism Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Miia Turpeinen
- Finnish Coordinating Center for Health Technology Assessment, Oulu University Hospital, University of Oulu, Oulu, Finland
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Ville Kytö
- Heart Center, Turku University Hospital, University of Turku, Turku, Finland
- Clinical Research Center, Turku University Hospital, Turku, Finland
| | - Aleksi Tornio
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
| | - Mikko Niemi
- Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
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14
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Xu Q, Jin L, Ou C, Xu T, Yang Z, Zhang R, Liu S, Yan X, Ruan G, Li J, Li J. Efficacy and safety of azathioprine in patients with Cronkhite-Canada syndrome: a case series from Peking Union Medical College Hospital. BMC Pharmacol Toxicol 2024; 25:96. [PMID: 39696474 DOI: 10.1186/s40360-024-00825-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Accepted: 12/11/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Cronkhite-Canada syndrome (CCS) is a rare non-hereditary chronic inflammatory disease characteristic of gastrointestinal polyps and ectodermal abnormalities. Corticosteroid therapy is the mainstay medication for CCS. Few studies indicated immunosuppressants might be the choices for patients with steroid refractory, steroid dependent or intolerant. AIM To examine the efficacy and safety of azathioprine (AZA) in CCS patients. METHOD We retrospectively reviewed the records of 12 CCS patients treated with azathioprine between July 2014 and October 2023 and the clinical data including demographic characteristics, treatment regimen and adverse events were subsequently collected and analyzed. The genetic variants of TPMT and NUDT15 genes were also retrospectively assessed using sanger sequencing in 11 patients. OUTCOME All patients were in active stage at baseline and 9 patients (75%) were in combination with corticosteroid. On account of the indication, 6 patients were steroid dependent or intolerant and another 6 patients needed augmentation therapy. The target dose of AZA was 1.0 to 1.5 mg/kg per day. Ten (83.3%) patients achieved clinical response, of whom 3 cases had endoscopic remission and 5 cases had endoscopic improvement respectively. Three (25%) patients suffered from pneumocystis carinii pneumonia, liver dysfunction and leukopenia, respectively, resulting in cessation of AZA in the initial 3 months. Four heterozygous missense variants of TPMT and NUDT15 were identified in four patients. One patient who had TPMT*6 and took AZA with the dose of 2.04 mg/kg per day suffered from severe leukopenia. CONCLUSION Azathioprine might be a good alternative medication in CCS patients who are steroid dependent or intolerant, or need augmentation therapy. The adverse events should be closely monitored especially myelosuppression and the tests of TPMT and NUDT15 genotypes before therapy may be helpful for medication guidance.
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Affiliation(s)
- Qiushi Xu
- Department of Gastroenterology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China
| | - Lixin Jin
- Department of Gastroenterology, People's Hospital of Rizhao, Rizhao, 276800, China
| | - Chengzhu Ou
- Department of Gastroenterology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China
| | - Tianming Xu
- Department of Gastroenterology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China
| | - Zhuo Yang
- Department of Clinical Laboratory, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Runfeng Zhang
- Department of Hematology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Shuang Liu
- Department of Allergy, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Xuemin Yan
- Department of Gastroenterology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China
| | - Gechong Ruan
- Department of Gastroenterology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China
| | - Ji Li
- Department of Gastroenterology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China.
| | - Jingnan Li
- Department of Gastroenterology, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China
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15
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Sharip MT, Parkes M, Subramanian S. Predicting Adverse Events to Thiopurines in IBD: Are We a Step Closer? Inflamm Bowel Dis 2024; 30:2521-2522. [PMID: 39011862 DOI: 10.1093/ibd/izae125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Indexed: 07/17/2024]
Abstract
Thiopurines remain an important option in the treatment of IBD. However, the unpredictable and sometimes serious side effects and intolerance remain a major challenge. Pretreatment of extended genetic panel analysis, identification of novel variants, and monitoring of intermediate metabolites will help improve the overall outcome and reduce the toxicity.
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Affiliation(s)
- Mohmmed Tauseef Sharip
- Department of Gastroenterology, Cambridge University Hospital NHS Foundation Trust, Cambridge, UK
| | - Miles Parkes
- Department of Gastroenterology, Cambridge University Hospital NHS Foundation Trust, Cambridge, UK
| | - Sreedhar Subramanian
- Department of Gastroenterology, Cambridge University Hospital NHS Foundation Trust, Cambridge, UK
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16
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Kennedy AM, Griffiths AM, Muise AM, Walters TD, Ricciuto A, Huynh HQ, Wine E, Jacobson K, Lawrence S, Carman N, Mack DR, deBruyn JC, Otley AR, Deslandres C, El-Matary W, Zachos M, Benchimol EI, Critch J, Schneider R, Crowley E, Li M, Warner N, McGovern DPB, Li D, Haritunians T, Rudin S, Cohn I. Landscape of TPMT and NUDT15 Pharmacogenetic Variation in a Cohort of Canadian Pediatric Inflammatory Bowel Disease Patients. Inflamm Bowel Dis 2024; 30:2418-2427. [PMID: 38788739 PMCID: PMC11630297 DOI: 10.1093/ibd/izae109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Patients with inflammatory bowel disease (IBD) exhibit considerable interindividual variability in medication response, highlighting the need for precision medicine approaches to optimize and tailor treatment. Pharmacogenetics (PGx) offers the ability to individualize dosing by examining genetic factors underlying the metabolism of medications such as thiopurines. Pharmacogenetic testing can identify individuals who may be at risk for thiopurine dose-dependent adverse reactions including myelosuppression. We aimed to evaluate PGx variation in genes supported by clinical guidelines that inform dosing of thiopurines and characterize differences in the distribution of actionable PGx variation among diverse ancestral groups. METHODS Pharmacogenetic variation in TPMT and NUDT15 was captured by genome-wide genotyping of 1083 pediatric IBD patients from a diverse Canadian cohort. Genetic ancestry was inferred using principal component analysis. The proportion of PGx variation and associated metabolizer status phenotypes was compared across 5 genetic ancestral groups within the cohort (Admixed American, African, East Asian, European, and South Asian) and to prior global estimates from corresponding populations. RESULTS Collectively, 11% of the cohort was categorized as intermediate or poor metabolizers of thiopurines, which would warrant a significant dose reduction or selection of alternate therapy. Clinically actionable variation in TPMT was more prevalent in participants of European and Admixed American/Latino ancestry (8.7% and 7.5%, respectively), whereas variation in NUDT15 was more prevalent in participants of East Asian and Admixed American/Latino ancestry (16% and 15% respectively). CONCLUSIONS These findings demonstrate the considerable interpopulation variability in PGx variation underlying thiopurine metabolism, which should be factored into testing diverse patient populations.
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Affiliation(s)
- April M Kennedy
- Division of Clinical Pharmacology and Toxicology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Anne M Griffiths
- SickKids IBD Centre, Division of Gastroenterology, Hepatology & Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Aleixo M Muise
- SickKids IBD Centre, Division of Gastroenterology, Hepatology & Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
- Department of Biochemistry, University of Toronto, Toronto, Ontario, Canada
- Cell Biology Program, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Thomas D Walters
- SickKids IBD Centre, Division of Gastroenterology, Hepatology & Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Amanda Ricciuto
- SickKids IBD Centre, Division of Gastroenterology, Hepatology & Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Hien Q Huynh
- Edmonton Pediatric IBD Clinic, Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Eytan Wine
- Edmonton Pediatric IBD Clinic, Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Kevan Jacobson
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, BC Children’s Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Sally Lawrence
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, BC Children’s Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Nicholas Carman
- SickKids IBD Centre, Division of Gastroenterology, Hepatology & Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - David R Mack
- CHEO IBD Centre, Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Children’s Hospital of Eastern Ontario, CHEO Research Institute and Department of Pediatrics, University of Ottawa, Ottawa, Canada
| | - Jennifer C deBruyn
- Department of Pediatrics, Alberta Children’s Hospital Research Institute (ACHRI), University of Calgary, Calgary, Alberta, Canada
| | - Anthony R Otley
- Division of Pediatric Gastroenterology & Nutrition, Department of Pediatrics, IWK Health Centre, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Colette Deslandres
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, CHU Sainte-Justine, Montréal, Quebec, Canada
| | - Wael El-Matary
- Section of Pediatric Gastroenterology, Winnipeg Children’s Hospital, University of Manitoba, Winnipeg, MB, Canada
| | - Mary Zachos
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
| | - Eric I Benchimol
- SickKids IBD Centre, Division of Gastroenterology, Hepatology & Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Jeffrey Critch
- Faculty of Medicine, Memorial University, St John’s, Newfoundland & Labrador, Canada
| | - Rilla Schneider
- Division of Gastroenterology and Nutrition, Department of Pediatrics, Montreal Children’s Hospital, Montreal, Quebec, Canada
| | - Eileen Crowley
- Department of Pediatrics, Division of Pediatric Gastroenterology & Hepatology, Children’s Hospital Western Ontario, Western University, London, Ontario, Canada
| | - Michael Li
- The Centre for Computational Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Neil Warner
- Cell Biology Program, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- SickKids IBD Centre, Division of Gastroenterology, Hepatology & Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Dalin Li
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sarah Rudin
- Division of Clinical Pharmacology and Toxicology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Iris Cohn
- Division of Clinical Pharmacology and Toxicology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
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17
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Deenen MJ, van Noordenburg AJ, Bouwens-Bijsterveld J, van Dijk MA, Stapelbroek JM, Derijks LJJ, Gilissen LPL, Deiman BALM. Genetic association analysis and frequency of NUDT15*3 with thiopurine-induced myelosuppression in patients with inflammatory bowel disease in a large Dutch cohort. THE PHARMACOGENOMICS JOURNAL 2024; 24:39. [PMID: 39580429 DOI: 10.1038/s41397-024-00358-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 10/29/2024] [Accepted: 11/13/2024] [Indexed: 11/25/2024]
Abstract
Thiopurine drugs are cornerstone treatment for patients with inflammatory bowel disease (IBD). The most common adverse drug reaction is thiopurine-induced myelosuppression (TIM), that may partly be explained by the genetic polymorphism NUDT15*3. The aim of this retrospective study was to determine the NUDT15*3 polymorphism frequency and its association with TIM in an IBD patient population in the Netherlands. DNA from patients previously genotyped for TPMT was genotyped for NUDT15*3. In IBD patients treated with thiopurines association tests with TIM were conducted. Out of 988 included patients, 13 (1.3%) were heterozygous for NUDT15*3. Of all patients, 606 had IBD and received thiopurine treatment. In these patients, 8/606 (1.3%) were heterozygous polymorphic for NUDT15*3 of which 50.0% developed TIM compared to 2.3% in the wild type patients (p < 0.001). The study results show a clinically relevant prevalence of NUDT15*3 in the Dutch patient population. Its strong association with TIM suggests pre-therapeutic genotyping potentially clinically utile.
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Affiliation(s)
- Maarten J Deenen
- Department of Clinical Pharmacy, Catharina Hospital, Eindhoven, the Netherlands.
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Centre, Leiden, the Netherlands.
| | | | | | - Maarten A van Dijk
- Department of Gastroenterology and Hepatology, Elkerliek Hospital, Helmond, the Netherlands
| | | | - Luc J J Derijks
- Department of Clinical Pharmacy, Máxima Medical Centre, Eindhoven, the Netherlands
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Lennard P L Gilissen
- Department of Gastroenterology and Hepatology, Catharina Hospital, Eindhoven, the Netherlands
| | - Birgit A L M Deiman
- Department of Clinical Chemistry, Catharina Hospital, Eindhoven, the Netherlands
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18
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Metts JL, Aye JM, Crane JN, Oberoi S, Balis FM, Bhatia S, Bona K, Carleton B, Dasgupta R, Dela Cruz FS, Greenzang KA, Kaufman JL, Linardic CM, Parsons SK, Robertson-Tessi M, Rudzinski ER, Soragni A, Stewart E, Weigel BJ, Wolden SL, Weiss AR, Venkatramani R, Heske CM. Roadmap for the next generation of Children's Oncology Group rhabdomyosarcoma trials. Cancer 2024; 130:3785-3796. [PMID: 38941509 PMCID: PMC11511643 DOI: 10.1002/cncr.35457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2024]
Abstract
Clinical trials conducted by the Intergroup Rhabdomyosarcoma (RMS) Study Group and the Children's Oncology Group have been pivotal to establishing current standards for diagnosis and therapy for RMS. Recent advancements in understanding the biology and clinical behavior of RMS have led to more nuanced approaches to diagnosis, risk stratification, and treatment. The complexities introduced by these advancements, coupled with the rarity of RMS, pose challenges to conducting large-scale phase 3 clinical trials to evaluate new treatment strategies for RMS. Given these challenges, systematic planning of future clinical trials in RMS is paramount to address pertinent questions regarding the therapeutic efficacy of drugs, biomarkers of response, treatment-related toxicity, and patient quality of life. Herein, the authors outline the proposed strategic approach of the Children's Oncology Group Soft Tissue Sarcoma Committee to the next generation of RMS clinical trials, focusing on five themes: improved novel agent identification and preclinical to clinical translation, more efficient trial development and implementation, expanded opportunities for knowledge generation during trials, therapeutic toxicity reduction and quality of life, and patient engagement.
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Affiliation(s)
- Jonathan L Metts
- Sarcoma Department, Moffitt Cancer Center, Tampa, Florida, USA
- Cancer and Blood Disorders Institute, Johns Hopkins All Children's Hospital, St Petersburg, Florida, USA
| | - Jamie M Aye
- Division of Pediatric Hematology-Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jacquelyn N Crane
- Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sapna Oberoi
- Department of Pediatric Hematology/Oncology, Cancer Care Manitoba, Winnipeg, Manitoba, Canada
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Frank M Balis
- Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Kira Bona
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Bruce Carleton
- Division of Translational Therapeutics, Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Roshni Dasgupta
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Katie A Greenzang
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Jonathan L Kaufman
- Department of Hematology and Medical Oncology, Emory University, Atlanta, Georgia, USA
- Patient Advocacy Committee, Children's Oncology Group, Monrovia, California, USA
| | - Corinne M Linardic
- Department of Pediatrics, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Susan K Parsons
- Institute for Clinical Research and Health Policy Studies and Division of Hematology/Oncology, Tufts Medical Center, Boston, Massachusetts, USA
| | - Mark Robertson-Tessi
- Integrated Mathematical Oncology Department, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Erin R Rudzinski
- Department of Laboratory Medicine and Pathology, Seattle Children's Hospital and University of Washington Medical Center, Seattle, Washington, USA
| | - Alice Soragni
- Department of Orthopedic Surgery, University of California Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, California, USA
| | - Elizabeth Stewart
- Department of Oncology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Brenda J Weigel
- Division of Pediatric Hematology Oncology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Suzanne L Wolden
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Aaron R Weiss
- Department of Pediatrics, Maine Medical Center, Portland, Maine, USA
| | | | - Christine M Heske
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
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19
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Šmid A, Urbančič D, Žlajpah JV, Stollarova N, Prelog T, Kavčič M, Jazbec J, Mlinarič-Raščan I, Kuželički NK. Genetic profiling of NUDT15 in the Slovenian population. Pharmacogenomics 2024; 25:515-525. [PMID: 39453028 DOI: 10.1080/14622416.2024.2409060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 09/23/2024] [Indexed: 10/26/2024] Open
Abstract
Determining variant TPMT alleles to predict patient response to thiopurine therapy represents one of the first successful implementations of pharmacogenomics in clinical practice. However, despite the TPMT-adjusted thiopurine dosing, some TPMT wild-type patients still exhibit toxicity at standard doses. Over the past decade, the pharmacogene NUDT15 has emerged as a significant co-modulator of thiopurine therapy. Initially, NUDT15 was considered important predominantly in Asian populations, but recent studies have highlighted its relevance in European populations as well.To evaluate the pharmacogenetic significance of NUDT15 in the Slovenian population, we sequenced extended regions of exon 1 and exon 3 in 109 healthy individuals and 37 patients with acute lymphoblastic leukemia.We identified eight variants, including one with established clinical significance (allele *3) and one extremely rare variant (Chr13 at 48045861; GRCh38, NC_000013.11). The frequencies of most previously described variants in both the general population and in the ALL cohort were consistent with those reported in other European populations, except for rs45465203, which was less frequent in the Slovenian population. None of the variants, except for NUDT15*3, were associated with cumulative thiopurine doses in ALL patients. However, these variants warrant further investigation in larger ALL cohorts.
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Affiliation(s)
- Alenka Šmid
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, Ljubljana, 1000, Slovenia
| | - Dunja Urbančič
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, Ljubljana, 1000, Slovenia
| | - Jaka Vrevc Žlajpah
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, Ljubljana, 1000, Slovenia
| | - Natalia Stollarova
- Comenius University, Faculty of Pharmacy, Department of Pharmacology and Toxicology, Bratislava, 81499, Slovakia
| | - Tomaž Prelog
- University Medical Centre Ljubljana, University Children`s Hospital, Department of Pediatric Hematology and Oncology, Ljubljana, 1000, Slovenia
| | - Marko Kavčič
- University Medical Centre Ljubljana, University Children`s Hospital, Department of Pediatric Hematology and Oncology, Ljubljana, 1000, Slovenia
- University of Ljubljana, Faculty of Medicine, Ljubljana, 1000, Slovenia
| | - Janez Jazbec
- University Medical Centre Ljubljana, University Children`s Hospital, Department of Pediatric Hematology and Oncology, Ljubljana, 1000, Slovenia
- University of Ljubljana, Faculty of Medicine, Ljubljana, 1000, Slovenia
| | - Irena Mlinarič-Raščan
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, Ljubljana, 1000, Slovenia
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20
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Fukuyama A, Nakashima A, Miyazaki M, Fujiki M, Kakimoto H, Hisabe T, Imakyure O. Factors influencing the discontinuation of biologic therapies in patients with ulcerative colitis. J Pharm Health Care Sci 2024; 10:65. [PMID: 39425179 PMCID: PMC11490000 DOI: 10.1186/s40780-024-00386-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 10/10/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND The therapeutic landscape for ulcerative colitis (UC) has recently broadened to include anti-TNFα, anti-integrin, and anti-IL-12/23p40 antibody agents. These biological agents are tailored to individual patient profiles. However, some patients cease biological treatment. This study investigates factors influencing the discontinuation of biological treatment in UC patients. METHODS This retrospective single-cohort study encompasses UC patients who commenced treatment with biological agents like infliximab, adalimumab, golimumab, vedolizumab, and ustekinumab from April 2019 to March 2022. Patients were categorized into continuation and discontinuation groups based on their one-year treatment status. Baseline characteristics were compared between the groups. RESULTS Of the 116 UC patients, 102 were included in the study. Among these, 74 (72.5%) continued and 28 (27.5%) discontinued biological therapy. Discontinuation rates for infliximab, adalimumab, golimumab, vedolizumab, and ustekinumab were 33.3%, 25.0%, 50.0%, 30.2%, and 15.6%, respectively. The primary discontinuation reason was lack of efficacy (85.7%), followed by adverse events (7.1%), pregnancy (3.6%), and death (3.6%). The discontinuation group had a significantly lower rate of concomitant thiopurine compared to the continuation group (28.6% vs. 56.8%, p = 0.0132). Multivariable analysis revealed that concomitant thiopurine was independently associated with therapy continuation (p = 0.0075). CONCLUSION The study indicates that concomitant thiopurine significantly correlates with the continuation of biological therapies in UC patients, underscoring the importance of concomitant thiopurine in sustaining biological therapy. Further studies are warranted to assess the efficacy of combination therapy.
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Affiliation(s)
- Arisa Fukuyama
- Department of Pharmacy, Fukuoka University Chikushi Hospital, 1-1-1, Zokumyoin, Chikushino-Shi, Fukuoka, 818-8502, Japan
| | - Akio Nakashima
- Department of Pharmacy, Fukuoka University Chikushi Hospital, 1-1-1, Zokumyoin, Chikushino-Shi, Fukuoka, 818-8502, Japan
- Department of Pharmaceutical and Health Care Management, Faculty of Pharmaceutical Sciences, Fukuoka University, Nanakuma 8-19-1, Jonan-Ku, Fukuoka, 814-0180, Japan
| | - Motoyasu Miyazaki
- Department of Pharmacy, Fukuoka University Chikushi Hospital, 1-1-1, Zokumyoin, Chikushino-Shi, Fukuoka, 818-8502, Japan.
- Department of Pharmaceutical and Health Care Management, Faculty of Pharmaceutical Sciences, Fukuoka University, Nanakuma 8-19-1, Jonan-Ku, Fukuoka, 814-0180, Japan.
| | - Masakatsu Fujiki
- Department of Pharmacy, Fukuoka University Chikushi Hospital, 1-1-1, Zokumyoin, Chikushino-Shi, Fukuoka, 818-8502, Japan
| | - Hideki Kakimoto
- Department of Pharmacy, Fukuoka University Chikushi Hospital, 1-1-1, Zokumyoin, Chikushino-Shi, Fukuoka, 818-8502, Japan
| | - Takashi Hisabe
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, 1-1-1, Zokumyoin, Chikushino-Shi, Fukuoka, 818-8502, Japan
| | - Osamu Imakyure
- Department of Pharmacy, Fukuoka University Chikushi Hospital, 1-1-1, Zokumyoin, Chikushino-Shi, Fukuoka, 818-8502, Japan
- Department of Pharmaceutical and Health Care Management, Faculty of Pharmaceutical Sciences, Fukuoka University, Nanakuma 8-19-1, Jonan-Ku, Fukuoka, 814-0180, Japan
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21
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Bahadur MM, Dhope N, Kaimal RR, Shingare A. Pilot Study of Valganciclovir-Induced Leukopenia in Kidney Transplant Recipients With NUDT15 Genetic Variation. Kidney Int Rep 2024; 9:3070-3073. [PMID: 39430167 PMCID: PMC11489445 DOI: 10.1016/j.ekir.2024.07.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 05/01/2024] [Accepted: 07/08/2024] [Indexed: 10/22/2024] Open
Affiliation(s)
- Madan M. Bahadur
- Department of Nephrology and Transplantation, Jaslok Hospital and Research Centre, Mumbai, India
| | - Nikhil Dhope
- Department of Nephrology and Transplantation, Jaslok Hospital and Research Centre, Mumbai, India
| | - Rejitha R. Kaimal
- Department of Nephrology and Transplantation, Jaslok Hospital and Research Centre, Mumbai, India
| | - Ashay Shingare
- Department of Nephrology and Transplantation, Jaslok Hospital and Research Centre, Mumbai, India
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22
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Nogueiras-Álvarez R, Pérez Francisco I. Pharmacogenetics in Oncology: A useful tool for individualizing drug therapy. Br J Clin Pharmacol 2024; 90:2483-2508. [PMID: 39077855 DOI: 10.1111/bcp.16181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 06/28/2024] [Indexed: 07/31/2024] Open
Abstract
With the continuous development of genetics in healthcare, there has been a significant contribution to the development of precision medicine, which is ultimately aimed at improving the care of patients. Generally, drug treatments used in Oncology are characterized by a narrow therapeutic range and by their potential toxicity. Knowledge of pharmacogenomics and pharmacogenetics can be very useful in the area of Oncology, as they constitute additional tools that can help to individualize patients' treatment. This work includes a description of some genes that have been revealed to be useful in the field of Oncology, as they play a role in drug prescription and in the prediction of treatment response.
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Affiliation(s)
- Rita Nogueiras-Álvarez
- Osakidetza Basque Health Service, Galdakao-Usansolo University Hospital, Basque Country Pharmacovigilance Unit, Galdakao, Bizkaia/Vizcaya, Spain
| | - Inés Pérez Francisco
- Breast Cancer Research Group, Bioaraba Health Research Institute, Vitoria-Gasteiz, Araba/Álava, Spain
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23
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Ranasinghe P, Liyanage C, Sirisena N, Liyanage S, Priyadarshani CDN, Hendalage DPB, Dissanayake VHW. Frequency of pharmacogenomic variants affecting safety and efficacy of immunomodulators and biologics in a South Asian population from Sri Lanka. Hum Genomics 2024; 18:107. [PMID: 39334333 PMCID: PMC11438298 DOI: 10.1186/s40246-024-00674-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 09/16/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Immunomodulators are important for management of autoimmune diseases and hematological malignancies. Significant inter-individual variation in drug response/reactions exists due to genetic polymorphisms. We describe frequency of identified genetic polymorphisms among Sri Lankans. METHODS Sri Lankan data were obtained from an anonymized database of 670 participants. Data on variants and global distribution of Minor Allele frequency (MAF) of other populations (South Asian, Ashkenazi-Jewish, East-Asian, European-Finnish, European-non-Finnish, Latino-American, African/African-American) were obtained from pharmGKB online database. RESULTS SLC19A1 (rs1051266) variant had a MAF (95% CI) of 63.3% (60.7-65.9). Other common variants included FCGR3A (rs396991), MTHFR (rs1801133), ITPA (rs1127354), CYP2C9*3 (rs1057910) and NUD15*3 (rs116855232), with MAFs of 35.3% (32.7-37.9), 12.2% (10.4-13.9), 10.9% (9.2-12.6), 9.8% (8.2-11.4), 8.3% (6.8-9.8) respectively. Less commonly present variants included CYP2C9*2 (rs1799853) (2.5%[1.7-3.4]), TPMT*3C (rs1142345) (1.9%[1.1-2.6]), TPMT*3B (rs1800460) (0.2%[0-0.5]), CYP3A5*6 (rs10264272) (0.2%[0-0.4]) and CYP3A4*18 (rs28371759) (0.1%[0-0.2]). The SLC19A1 (rs1051266), NUD15*3 (rs116855232), CYP2C9*3 (rs1057910), FCGR3A (rs396991), and ITPA (rs1127354) showed significantly higher frequencies in Sri Lankans compared to many other populations, exceptions include FCGR3A in Ashkenazi-Jewish and ITPA in East-Asians. Conversely, MTHFR (rs1801133), TPMT*3B (rs1800460), and CYP2C9*2 (rs1799853) were significantly less prevalent among Sri Lankans than in many other populations. Sri Lankans exhibited lower prevalence of TPMT*3C (rs1142345) compared to European-non-Finnish, Latino-Americans, and African/African-Americans; CYP3A4*18 (rs28371759) compared to East-Asians; and CYP3A5*6 (rs10264272) compared to African/African-Americans and Latino-Americans. CONCLUSION Sri Lankans exhibit higher frequencies in variants reducing methotrexate efficacy (SLC19A1), increasing azathioprine myelotoxicity (NUDT15), and lower frequencies in variants linked to increased azathioprine toxicity (TPMT*3B, TPMT*3C), reduced tacrolimus efficacy (CYP3A4*18), and methotrexate toxicity risk (MTHFR). Beneficial variants enhancing rituximab efficacy (FCGR3A) are more prevalent, while those reducing tacrolimus dosage (CYP3A5*6) are less common. This highlights need for targeted medication strategies to improve treatment outcomes.
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Affiliation(s)
- Priyanga Ranasinghe
- Department of Pharmacology, Faculty of Medicine, University of Colombo, Colombo 08, Sri Lanka.
- University/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, 47 Little France Crescent, Edinburgh, EH16 4TJ, Scotland, UK.
| | - Chiranthi Liyanage
- Department of Pharmacology, Faculty of Medicine, University of Colombo, Colombo 08, Sri Lanka
| | - Nirmala Sirisena
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - Sandamini Liyanage
- Department of Pharmacology, Faculty of Medicine, University of Colombo, Colombo 08, Sri Lanka
| | - C D Nelanka Priyadarshani
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - D P Bhagya Hendalage
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - Vajira H W Dissanayake
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
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24
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Gai W, Wang G, Lam WKJ, Yuen LYP, Jiang P, Yu SCY, Leung TY, Lau SL, Lo YMD, Chan KCA. Universal Targeted Haplotyping by Droplet Digital PCR Sequencing and Its Applications in Noninvasive Prenatal Testing and Pharmacogenetics Analysis. Clin Chem 2024; 70:1046-1055. [PMID: 38873917 DOI: 10.1093/clinchem/hvae076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Accepted: 05/01/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND The analysis of haplotypes of variants is important for pharmacogenomics analysis and noninvasive prenatal testing for monogenic diseases. However, there is a lack of robust methods for targeted haplotyping. METHODS We developed digital PCR haplotype sequencing (dHapSeq) for targeted haplotyping of variants, which is a method that compartmentalizes long DNA molecules into droplets. Within one droplet, 2 target regions are PCR amplified from one template molecule, and their amplicons are fused together. The fused products are then sequenced to determine the phase relationship of the single nucleotide polymorphism (SNP) alleles. The entire haplotype of 10s of SNPs can be deduced after the phase relationship of individual SNPs are determined in a pairwise manner. We applied dHapSeq to noninvasive prenatal testing in 4 families at risk for thalassemia and utilized it to detect NUDT15 diplotypes for predicting drug tolerance in pediatric acute lymphoblastic leukemia (72 cases and 506 controls). RESULTS For SNPs within 40 kb, phase relation can be determined with 100% accuracy. In 7 trio families, the haplotyping results for 97 SNPs spanning 185 kb determined by dHapSeq were concordant with the results deduced from the genotypes of both parents and the fetus. In 4 thalassemia families, a 19.3-kb Southeast Asian deletion was successfully phased with 97 downstream SNPs, enabling noninvasive determination of fetal inheritance using relative haplotype dosage analysis. In the NUDT15 analysis, the variant status and phase of the variants were successfully determined in all cases and controls. CONCLUSIONS The dHapSeq represents a robust and scalable haplotyping approach with numerous clinical and research applications.
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Affiliation(s)
- Wanxia Gai
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Guangya Wang
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - W K Jacky Lam
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Liz Y P Yuen
- Division of Genetic and Genomic Pathology, Department of Pathology, Hong Kong Children's Hospital, Kowloon, Hong Kong SAR, China
| | - Peiyong Jiang
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Stephanie C Y Yu
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Tak Y Leung
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - So Ling Lau
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Y M Dennis Lo
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - K C Allen Chan
- Centre for Novostics, Hong Kong Science Park, Pak Shek Kok, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
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25
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Kong Q, Zhang Q, Chen D, Lou J, Zhu J, Chen M, Li T. Influence of TPMT and NUDT15 Genetic Polymorphisms on Mercaptopurine Pharmacokinetics in Healthy Volunteers. Genet Test Mol Biomarkers 2024; 28:322-327. [PMID: 39084859 DOI: 10.1089/gtmb.2023.0605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2024] Open
Abstract
Aims: This study aimed to investigate the impact of genetic polymorphisms of thiopurine methyltransferase (TPMT) and NUDT15 on pharmacokinetics profile of mercaptopurine in healthy adults in China. Methods: Blood samples were obtained from 45 healthy adult volunteers who were administered azathioprine. Genomic DNA was extracted and sequenced for TPMT and NUDT15. The plasma concentrations of 6-mercaptopurine (6-MP) were determined by ultra-performance liquid chromatography-tandem mass spectrometry. Finally, pharmacokinetic parameters were calculated based on the time-concentration curve. Results: Among the 45 healthy adult volunteers enrolled in the study, two TPMT allelic variants and three NUDT15 allelic variants were detected. In total, six genotypes were identified, including TPMT*1/*1&NUDT15*1/*1, TPMT*1/*1&NUDT15*1/*2, TPMT*1/*1&NUDT15*1/*9, TPMT*1/*1&NUDT15*2/*5, TPMT*1/*6&NUDT15*1/*2, and TPMT*1/*3&NUDT15*1/*2. The results indicated that Area Under Curve (AUC) of 6-MP in volunteers with TPMT*1/*3&NUDT15*1/*2 and TPMT*1/*6&NUDT15*1/*2 were 1.57-1.62-fold higher than in individuals carrying the wild type (TPMT*1/*1&NUDT15*1/*1). Compared with wild type, the half-life (T1/2) of TPMT*1/*6&NUDT15*1/*2 was extended by 1.98 times, whereas T1/2 of TPMT*1/*3&NUDT15*1/*2 decreased by 67%. The maximum concentration (Cmax) of TPMT*1/*3&NUDT15*1/*2 increased significantly by 2.15-fold, whereas the corresponding clearance (CL/F) decreased significantly by 58.75%. Conclusion: The findings of this study corroborate the notion that various genotypes of TPMT and NUDT15 can impact the pharmacokinetics of mercaptopurine, potentially offering foundational insights for personalized mercaptopurine therapy.
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Affiliation(s)
- Qihui Kong
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, China
| | - Qiqi Zhang
- The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou, China
| | - Di Chen
- The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou, China
| | - Jinfang Lou
- Hangzhou Bio-Sincerity Pharma-Tech Co., Ltd, Hangzhou, China
| | - Jian Zhu
- Zhejiang Aotuokang Pharmaceutical Group Inc. Co., Jinhua, Zhejiang, China
| | - Mingjing Chen
- The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou, China
| | - Ting Li
- The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou, China
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26
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Calderón P, Núñez P, Nos P, Quera R. Personalised therapy in inflammatory bowel disease. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:763-770. [PMID: 38101615 DOI: 10.1016/j.gastrohep.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/27/2023] [Accepted: 12/09/2023] [Indexed: 12/17/2023]
Abstract
Inflammatory bowel diseases (IBD), with ulcerative colitis and Crohn's disease being their most common presentations, comprise a spectrum of diverse disease phenotypes, exhibiting variable behaviors ranging from an indolent course to aggressive phenotypes that impact quality of life of these patients. The last two decades have been marked by the development of new medications (biological therapy and novel small molecules) with diverse mechanisms of action, which have revolutionized the management of IBD, thereby enhancing the quality of life for these patients. This landscape of multiple therapeutic options underscores the need to define which medication will benefit each patient the most and at what speed it should be started. The objective of this review is to present personalized approaches for patients with IBD, thus contributing to therapeutic management.
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Affiliation(s)
- Paula Calderón
- Programa de Enfermedad Inflamatoria Intestinal, Centro de Enfermedades Digestivas, Clínica Universidad de Los Andes, Santiago, Chile
| | - Paulina Núñez
- Programa de Enfermedad Inflamatoria Intestinal, Centro de Enfermedades Digestivas, Clínica Universidad de Los Andes, Santiago, Chile; Sección de Gastroenterología, Departamento de Medicina Interna, Universidad de los Andes, Santiago, Chile; Hospital San Juan de Dios, Facultad de Medicina Occidente, Universidad de Chile, Santiago, Chile
| | - Pilar Nos
- Servicio de Aparato Digestivo en Hospital Universitari y Politécnic la Fe de Valencia, Valencia, España
| | - Rodrigo Quera
- Programa de Enfermedad Inflamatoria Intestinal, Centro de Enfermedades Digestivas, Clínica Universidad de Los Andes, Santiago, Chile; Sección de Gastroenterología, Departamento de Medicina Interna, Universidad de los Andes, Santiago, Chile.
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27
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Rosdiana DS, Saputri DS, Louisa M, Setiabudy R. NUDT15 Polymorphism and Its Association With Mercaptopurine Hematotoxicity in Acute Lymphoblastic Leukemia in Indonesian Children. In Vivo 2024; 38:2041-2048. [PMID: 38936894 PMCID: PMC11215610 DOI: 10.21873/invivo.13662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 04/22/2024] [Accepted: 04/25/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND/AIM Hematotoxicity is a life-threatening condition that has become the major cause of drug discontinuation in patients with acute lymphoblastic leukemia (ALL). The nudix hydrolase 15 (NUDT15) gene polymorphism (c.415C>T) is reported to have an association with the hematotoxicity of 6-mercaptopurine (6-MP) as maintenance therapy in patients with ALL. However, the prevalence of this genetic polymorphism in the Indonesian population is unknown. This study aimed to assess the frequency of NUDT15 polymorphism among Indonesian pediatric patients with ALL and its association with the hematotoxicity of 6-MP. PATIENTS AND METHODS A total of 101 stored DNA samples from pediatric patients with ALL receiving 6-MP treatment were used for genetic testing. Direct sequencing was conducted to determine the NUDT15 c.415C>T genotype. Chi-square or Fisher's exact test were employed to examine the association between the NUDT15 c.415C>T genotype and hematotoxicity. RESULTS All (100%) of the DNA samples from patients with ALL treated with 6-MP exhibited a homozygous variant of the NUDT15 c.415C>T genotype, 70.3% of which showed hematotoxicity to some extent. We found no significant differences in NUDT15 gene polymorphism among patients with ALL with different states of hematotoxicity. CONCLUSION The observed high frequency of NUDT15 c.415C>T in our study population might explain the elevated prevalence of 6-MP-associated hematotoxicity in pediatric patients with ALL within the Indonesian population. Our study provides new insight regarding the NUDT15 gene polymorphism and its relation to hematotoxicity. Further studies are required to determine the necessity of adjusting the initial dose of 6-MP for Indonesian pediatric patients with ALL.
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Affiliation(s)
- Dewi Selvina Rosdiana
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia;
| | - Dianita Susilo Saputri
- Department of Genome Informatics, Research Institute for Microbial Diseases, Osaka University, Suita, Japan
| | - Melva Louisa
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Rianto Setiabudy
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
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Sabirova Z, Mahnoor S, Lasfar D, Gagné V, Théorêt Y, Leclerc JM, Laverdière C, Sinnett D, Tran TH, Krajinovic M. Novel variant in Nudix hydrolase 15 gene influences 6-mercaptopurine toxicity in childhood acute lymphoblastic leukemia patients. Pharmacogenet Genomics 2024; 34:170-173. [PMID: 38682355 DOI: 10.1097/fpc.0000000000000533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2024]
Abstract
Acute lymphoblastic leukemia (ALL) is the most frequent pediatric cancer. 6-Mercaptopurine (6-MP) is a key component of ALL treatment. Its use, however, is also associated with adverse drug reactions, particularly myelosuppression. Thiopurine S-methyltransferase (TPMT) and, more recently, Nudix hydrolase 15 (NUDT15) deficiency, due to no-function variants in their respective genes, are well known for their role in the development of this toxicity. Two novel genetic variants, rs12199316 in TPMT and rs73189762 in the NUDT15 gene, were recently identified by targeted sequencing. The latter is particularly interesting because of its potential association with 6-MP intolerance. Here, we assessed the relationship of this variant with the risk of myelosuppression and 6-MP dose intensity in 275 patients treated with Dana Farber Cancer Institute ALL protocols at the Sainte Justine University Health Center. Carriers of the NUDT15 rs73189762 variant allele were at a higher risk of myelosuppression, as shown by absolute phagocyte count reduction during consolidation II and maintenance phases of therapy. Reduction in 6-MP dose intensity was observed in patients with both rs73189762 and known no-function variants in the NUDT15 and TPMT genes. This finding supports the initial observation and suggests that 6-MP dose reduction might be beneficial for individuals with this genotype combination.
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Affiliation(s)
- Zarina Sabirova
- Department of Pharmacology and Physiology, Faculty of Medicine, University of Montreal
- CHU Sainte-Justine Research Center
| | - Shazia Mahnoor
- Department of Pharmacology and Physiology, Faculty of Medicine, University of Montreal
| | - Dina Lasfar
- Department of Pharmacology and Physiology, Faculty of Medicine, University of Montreal
| | | | - Yves Théorêt
- Department of Pharmacology and Physiology, Faculty of Medicine, University of Montreal
- CHU Sainte-Justine Research Center
| | - Jean Marie Leclerc
- CHU Sainte-Justine Research Center
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Canada
| | - Caroline Laverdière
- CHU Sainte-Justine Research Center
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Canada
| | - Daniel Sinnett
- CHU Sainte-Justine Research Center
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Canada
| | - Thai-Hoa Tran
- CHU Sainte-Justine Research Center
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Canada
| | - Maja Krajinovic
- Department of Pharmacology and Physiology, Faculty of Medicine, University of Montreal
- CHU Sainte-Justine Research Center
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Canada
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29
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Akatani R, Chihara N, Koto S, Mori S, Kurimoto T, Nakamura M, Tachibana H, Otsuka Y, Ueda T, Omori T, Sekiguchi K, Matsumoto R. Efficacy and safety of mycophenolate mofetil for steroid reduction in neuromyelitis optica spectrum disorder: a prospective cohort study. Immunol Med 2024; 47:85-92. [PMID: 38235761 DOI: 10.1080/25785826.2024.2304364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 01/08/2024] [Indexed: 01/19/2024] Open
Abstract
Neuromyelitis optica spectrum disorder (NMOSD) is a rare autoimmune inflammatory disease that can affect multiple generations and cause complications with long-term prednisolone treatment. This study aimed to evaluate the efficacy and safety of mycophenolate mofetil (MMF) in preventing NMOSD relapse while reducing prednisolone dosage. The trial involved nine patients with NMOSD who received MMF along with prednisolone dose reduction. MMF was effective in achieving prednisolone dose reduction without relapse in 77.8% of patients, with a significant decrease in mean annualized relapse rate. All adverse events were mild. The findings suggest that MMF could be a viable treatment option for middle-aged and older patients who require steroid reduction.Clinical trial registration number: jRCT, jRCTs051180080. Registered February 27th, 2019-retrospectively registered, https://jrct.niph.go.jp/en-latest-detail/jRCTs051180080.
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Affiliation(s)
- Ritsu Akatani
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Norio Chihara
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Shusuke Koto
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Sotaro Mori
- Department of Surgery, Division of Ophthalmology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Takuji Kurimoto
- Department of Surgery, Division of Ophthalmology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Makoto Nakamura
- Department of Surgery, Division of Ophthalmology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Hisatsugu Tachibana
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Yoshihisa Otsuka
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Takehiro Ueda
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Takashi Omori
- Department of Clinical Biostatistics, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kenji Sekiguchi
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Riki Matsumoto
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
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30
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Makuuchi M, Kakuta Y, Umeno J, Fujii T, Takagawa T, Ibuka T, Miura M, Sasaki Y, Takahashi S, Nakase H, Kiyohara H, Tominaga K, Shimodaira Y, Hiraoka S, Ueno N, Yanai S, Yoshihara T, Kakimoto K, Matsuoka K, Hayashi R, Nanjo S, Iwama I, Ishiguro Y, Chiba H, Endo K, Kagaya T, Fukuda T, Sakata Y, Kudo T, Takagi T, Takahashi K, Naganuma M, Shinozaki M, Ogata N, Tanaka H, Narimatsu K, Miyazaki H, Ishige T, Onodera M, Hashimoto Y, Nagai H, Shimoyama Y, Naito T, Moroi R, Shiga H, Kinouchi Y, Andoh A, Hisamatsu T, Masamune A. Real-world NUDT15 genotyping and thiopurine treatment optimization in inflammatory bowel disease: a multicenter study. J Gastroenterol 2024; 59:468-482. [PMID: 38589597 PMCID: PMC11128409 DOI: 10.1007/s00535-024-02099-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 03/12/2024] [Indexed: 04/10/2024]
Abstract
BACKGROUND This study evaluated the effectiveness of NUDT15 codon 139 genotyping in optimizing thiopurine treatment for inflammatory bowel disease (IBD) in Japan, using real-world data, and aimed to establish genotype-based treatment strategies. METHODS A retrospective analysis of 4628 IBD patients who underwent NUDT15 codon 139 genotyping was conducted. This study assessed the purpose of the genotyping test and subsequent prescriptions following the obtained results. Outcomes were compared between the Genotyping group (thiopurine with genotyping test) and Non-genotyping group (thiopurine without genotyping test). Risk factors for adverse events (AEs) were analyzed by genotype and prior genotyping status. RESULTS Genotyping test for medical purposes showed no significant difference in thiopurine induction rates between Arg/Arg and Arg/Cys genotypes, but nine Arg/Cys patients opted out of thiopurine treatment. In the Genotyping group, Arg/Arg patients received higher initial doses than the Non-genotyping group, while Arg/Cys patients received lower ones (median 25 mg/day). Fewer AEs occurred in the Genotyping group because of their lower incidence in Arg/Cys cases. Starting with < 25 mg/day of AZA reduced AEs in Arg/Cys patients, while Arg/Arg patients had better retention rates when maintaining ≥ 75 mg AZA. Nausea and liver injury correlated with thiopurine formulation but not dosage. pH-dependent mesalamine reduced leukopenia risk in mesalamine users. CONCLUSIONS NUDT15 codon 139 genotyping effectively reduces thiopurine-induced AEs and improves treatment retention rates in IBD patients after genotype-based dose adjustments. This study provides data-driven treatment strategies based on genotype and identifies risk factors for specific AEs, contributing to a refined thiopurine treatment approach.
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Affiliation(s)
- Motoki Makuuchi
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan
| | - Yoichi Kakuta
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan.
| | - Junji Umeno
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Toshimitsu Fujii
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tetsuya Takagawa
- Center for Clinical Research and Education/Center for Inflammatory Bowel Disease, Hyogo Medical University, Nishinomiya, Japan
| | - Takashi Ibuka
- Department of Gastroenterology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Miki Miura
- Department of Gastroenterology and Hepatology, Kyorin University School of Medicine, Tokyo, Japan
| | - Yu Sasaki
- Department of Gastroenterology, Faculty of Medicine, Yamagata University, Yamagata, Japan
| | - Sakuma Takahashi
- Department of Gastroenterology, Kagawa Prefectural Central Hospital, Takamatsu, Japan
| | - Hiroshi Nakase
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hiroki Kiyohara
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Keiichi Tominaga
- Department of Gastroenterology, Dokkyo Medical University, Tochigi, Japan
| | - Yosuke Shimodaira
- Department of Gastroenterology and Neurology, Akita University, Akita, Japan
| | - Sakiko Hiraoka
- Department of Gastroenterology and Hepatology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Nobuhiro Ueno
- Division of General Medicine, Asahikawa Medical University Hospital, Asahikawa, Japan
| | - Shunichi Yanai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Morioka, Japan
| | - Takeo Yoshihara
- Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kazuki Kakimoto
- Second Department of Internal Medicine, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Katsuyoshi Matsuoka
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Toho University Sakura Medical Center, Chiba, Japan
| | - Ryohei Hayashi
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Sohachi Nanjo
- Third Department of Internal Medicine, Graduate School of Medicine, University of Toyama, Toyama, Japan
| | - Itaru Iwama
- Division of Gastroenterology and Hepatology, Saitama Children's Medical Center, Saitama, Japan
| | - Yoh Ishiguro
- Division of Clinical Research, Hirosaki General Medical Center, NHO, Hirosaki, Japan
| | - Hirofumi Chiba
- Department of Gastroenterology, Iwate Prefectural Isawa Hospital, Oshu, Japan
| | - Katsuya Endo
- Division of Gastroenterology, Tohoku Medical and Pharmaceutical University School of Medicine, Sendai, Japan
| | - Takashi Kagaya
- Department of Gastroenterology, NHO Kanazawa Medical Center, Kanazawa, Japan
| | - Tomohiro Fukuda
- Center for Advanced IBD Research and Treatment, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Yasuhisa Sakata
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Takahiro Kudo
- Department of Pediatrics, Juntendo University Faculty of Medicine, Tokyo, Japan
| | - Tomohisa Takagi
- Department of Molecular Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Kenichi Takahashi
- Department of Colorectal Surgery, Tohoku Rosai Hospital, Sendai, Japan
| | - Makoto Naganuma
- Third Department of Internal Medicine, Kansai Medical University, Hirakata, Japan
| | | | - Noriyuki Ogata
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan
| | | | - Kazuyuki Narimatsu
- Department of Internal Medicine, National Defense Medical College, Tokorozawa, Japan
| | - Haruka Miyazaki
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Takashi Ishige
- Department of Pediatrics, Gunma University Graduate School of Medicine, Maebashi, Japan
| | | | - Yu Hashimoto
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Maebashi, Japan
| | - Hiroshi Nagai
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan
| | - Yusuke Shimoyama
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan
| | - Takeo Naito
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan
| | - Rintaro Moroi
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan
| | - Hisashi Shiga
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan
| | - Yoshitaka Kinouchi
- Student Healthcare Center, Institute for Excellence in Higher Education, Tohoku University, Sendai, Japan
| | - Akira Andoh
- Division of Gastroenterology and Hematology, Department of Medicine, Shiga University of Medical Science, Otsu, Japan
| | - Tadakazu Hisamatsu
- Department of Gastroenterology and Hepatology, Kyorin University School of Medicine, Tokyo, Japan
| | - Atsushi Masamune
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, 1-1 Seiryo, Aoba, Sendai, 980-8574, Japan
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Li L, Cheng R, Wu Y, Lin H, Gan H, Zhang H. Diagnosis and management of inflammatory bowel disease. J Evid Based Med 2024; 17:409-433. [PMID: 38934234 DOI: 10.1111/jebm.12626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 06/10/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024]
Abstract
Inflammatory bowel disease (IBD) is a chronic and relapsing immune-mediated disease of the gastrointestinal tract with a gradually increasing global incidence and prevalence. A prolonged course of IBD leads to a decline in patient quality of life and the creation of a substantial economic burden on society. Owing to the lack of specific diagnostic markers, the diagnosis of IBD still needs a gold standard based on a combination of clinical manifestations, imaging, laboratory, and endoscopic results. Accordingly, the current goals of IBD treatment are to alleviate clinical symptoms and reduce recurrence rates. Therefore, it is imperative to develop a standard set of procedures to diagnose and treat IBD. In this review, we summarize prominent and emerging studies, outline classical and contemporary approaches to diagnosing and managing IBD, and integrate multiple guidelines. Furthermore, we propose the possibility of establishing an early and comprehensive diagnostic workflow and personalized management strategy in the future. We aim to enhance the quality and standardization of diagnostic and treatment procedures for IBD.
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Affiliation(s)
- Lili Li
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Rui Cheng
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Yushan Wu
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Hao Lin
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Huatian Gan
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Hu Zhang
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
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Ranasinghe P, Sirisena N, Vishnukanthan T, Ariadurai JN, Thilakarathne S, Priyadarshani CDN, Bhagya Hendalage DP, Dissanayake VHW. Frequency of pharmacogenomic variants affecting efficacy and safety of anti-cancer drugs in a south Asian population from Sri Lanka. BMC Med Genomics 2024; 17:143. [PMID: 38789983 PMCID: PMC11127311 DOI: 10.1186/s12920-024-01919-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 05/20/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Therapy with anti-cancer drugs remain the cornerstone of treating cancer. The effectiveness and safety of anti-cancer drugs vary significantly among individuals due to genetic factors influencing the drug response and metabolism. Data on the pharmacogenomic variations in Sri Lankans related to anti-cancer therapy is sparse. As current treatment guidelines in Sri Lanka often do not consider local pharmacogenomic variants, this study aimed to explore the diversity of pharmacogenomic variants in the Sri Lankan population to pave the way for personalized treatment approaches and improve patient outcomes. METHODS Pharmacogenomic data regarding variant-drug pairs of genes CYP2D6, DPYD, NUDT15, EPAS1, and XRCC1 with clinical annotations labelled as evidence levels 1A-2B were obtained from the Pharmacogenomics Knowledgebase database. Their frequencies in Sri Lankans were obtained from an anonymized database that was derived from 541 Sri Lankans who underwent exome sequencing at the Human Genetics Unit, Faculty of Medicine, University of Colombo. Variations in DPYD, NUDT15, and EPAS1 genes are related to increased toxicity to fluoropyrimidines, mercaptopurines, and sorafenib respectively. Variations in CYP2D6 and XRCC1 genes are related to changes in efficacy of tamoxifen and platinum compounds, respectively. Minor allele frequencies of these variants were calculated and compared with other populations. RESULTS MAFs of rs1065852 c.100 C > T (CYP2D6), rs3918290 c.1905 + 1G > A (DPYD), rs56038477 c.1236G > A (DPYD), rs7557402 c.1035-7 C > G (EPAS1), rs116855232 c.415 C > T (NUDT15*3), and rs25487 c.1196 A > G (XRCC1) were: 12.9% [95%CI:10.9-14.9], 1.5% [95%CI:0.8-2.2], 1.2% [95%CI:0.5-1.8], 37.7% [95%CI:34.8-40.6], 8.3% [95%CI:6.7-10.0], and 64.0% [95%CI:61.1-66.8], respectively. Frequencies of rs1065852 c.100 C > T (CYP2D6), rs7557402 c.1035-7 C > G (EPAS1), and rs25487 (XRCC1) were significantly lower in Sri Lankans, while frequencies of rs116855232 c.415 C > T (NUDT15*3) and rs56038477 c.1236G > A (DPYD) were significantly higher in Sri Lankans when compared to some Western and Asian populations. CONCLUSION Sri Lankans are likely to show lower toxicity risk with sorafenib (rs7557402 c.84,131 C > G) and, higher toxicity risk with fluoropyrimidines (rs56038477 c.1236G > A) and mercaptopurine (rs116855232 c.415 C > T), and reduced effectiveness with tamoxifen (rs1065852 c.100 C > T) and platinum compounds (rs25487). These findings highlight the potential contribution of these genetic variations to the individual variability in anti-cancer dosage requirements among Sri Lankans.
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Affiliation(s)
- Priyanga Ranasinghe
- Department of Pharmacology, Faculty of Medicine, University of Colombo, Colombo 08, Sri Lanka.
- University/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, United Kingdom.
| | - Nirmala Sirisena
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - Thuwaragesh Vishnukanthan
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - J N Ariadurai
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - Sathsarani Thilakarathne
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - C D Nelanka Priyadarshani
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - D P Bhagya Hendalage
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
| | - Vajira H W Dissanayake
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka
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Jun YK, Ji E, Yang HR, Choi Y, Shin CM, Park YS, Kim N, Lee DH, Yoon H. Differences in the risk of clinical failure between thiopurine and methotrexate in bio-naïve patients with Crohn's disease: a Korean nationwide population-based study. Therap Adv Gastroenterol 2024; 17:17562848241248321. [PMID: 38741927 PMCID: PMC11089848 DOI: 10.1177/17562848241248321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 03/31/2024] [Indexed: 05/16/2024] Open
Abstract
Background Although immunomodulators are widely prescribed in patients with Crohn's disease (CD), it is unclear whether there is a difference in treatment outcomes between thiopurines and methotrexate (MTX). Objective To compare the risk of clinical failure between thiopurines and MTX in bio-naïve patients with CD. Design Nationwide, population-based study. Methods We used claims data from the Korean National Health Insurance Service. After inverse probability of treatment weighting, logistic regression and Cox proportional hazard analyses were used to evaluate the risk of clinical failure in bio-naïve patients with CD treated with thiopurine (thiopurine group) or MTX (MTX group). Results Overall, 10,296 adult and pediatric patients with CD [9912 (96.3%) and 384 (3.7%) in the thiopurine and MTX groups, respectively] were included. The odds ratios (ORs) of failure to induce remission were significantly higher in the MTX group than in the thiopurine group [adjusted OR (aOR), 1.115; 95% confidence interval (CI), 1.045-1.190; p = 0.001]. However, the opposite result was observed only in patients without concomitant steroid use: the MTX group had a lower risk of induction failure than the thiopurine group (aOR, 0.740; 95% CI, 0.673-0.813; p < 0.001). The risk of overall maintenance failure was higher in the MTX group than in the thiopurine group [adjusted hazard ratio (aHR), 1.117; 95% CI, 1.047-1.191; p = 0.001]. The risk of overall maintenance failure was higher in the standard-dose MTX group than in the low-dose MTX group (aHR, 1.296; 95% CI, 1.134-1.480; p < 0.001). There was no significant difference in the risk of maintenance failure according to the administration route of MTX. Conclusion Thiopurine is more effective than MTX in inducing and maintaining remission in bio-naïve patients with CD; however, the concomitant use of steroids influences inducing remission.
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Affiliation(s)
- Yu Kyung Jun
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Eunjeong Ji
- Medical Research Collaborating Center, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Hye Ran Yang
- Department of Pediatrics, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Yonghoon Choi
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Cheol Min Shin
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Young Soo Park
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Nayoung Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Dong Ho Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Hyuk Yoon
- Department of Internal Medicine, Seoul National University Bundang Hospital, 173-82, Gumi-ro, Bundang-gu, Seongnam, Gyeonggi-do 463-707, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
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Maillard M, Nishii R, Yang W, Hoshitsuki K, Chepyala D, Lee SHR, Nguyen JQ, Relling MV, Crews KR, Leggas M, Singh M, Suang JLY, Yeoh AEJ, Jeha S, Inaba H, Pui CH, Karol SE, Trehan A, Bhatia P, Antillon Klussmann FG, Bhojwani D, Haidar CE, Yang JJ. Additive effects of TPMT and NUDT15 on thiopurine toxicity in children with acute lymphoblastic leukemia across multiethnic populations. J Natl Cancer Inst 2024; 116:702-710. [PMID: 38230823 PMCID: PMC11077315 DOI: 10.1093/jnci/djae004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 12/22/2023] [Accepted: 01/04/2024] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND Thiopurines such as mercaptopurine (MP) are widely used to treat acute lymphoblastic leukemia (ALL). Thiopurine-S-methyltransferase (TPMT) and Nudix hydrolase 15 (NUDT15) inactivate thiopurines, and no-function variants are associated with drug-induced myelosuppression. Dose adjustment of MP is strongly recommended in patients with intermediate or complete loss of activity of TPMT and NUDT15. However, the extent of dosage reduction recommended for patients with intermediate activity in both enzymes is currently not clear. METHODS MP dosages during maintenance were collected from 1768 patients with ALL in Singapore, Guatemala, India, and North America. Patients were genotyped for TPMT and NUDT15, and actionable variants defined by the Clinical Pharmacogenetics Implementation Consortium were used to classify patients as TPMT and NUDT15 normal metabolizers (TPMT/NUDT15 NM), TPMT or NUDT15 intermediate metabolizers (TPMT IM or NUDT15 IM), or TPMT and NUDT15 compound intermediate metabolizers (TPMT/NUDT15 IM/IM). In parallel, we evaluated MP toxicity, metabolism, and dose adjustment using a Tpmt/Nudt15 combined heterozygous mouse model (Tpmt+/-/Nudt15+/-). RESULTS Twenty-two patients (1.2%) were TPMT/NUDT15 IM/IM in the cohort, with the majority self-reported as Hispanics (68.2%, 15/22). TPMT/NUDT15 IM/IM patients tolerated a median daily MP dose of 25.7 mg/m2 (interquartile range = 19.0-31.1 mg/m2), significantly lower than TPMT IM and NUDT15 IM dosage (P < .001). Similarly, Tpmt+/-/Nudt15+/- mice displayed excessive hematopoietic toxicity and accumulated more metabolite (DNA-TG) than wild-type or single heterozygous mice, which was effectively mitigated by a genotype-guided dose titration of MP. CONCLUSION We recommend more substantial dose reductions to individualize MP therapy and mitigate toxicity in TPMT/NUDT15 IM/IM patients.
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Affiliation(s)
- Maud Maillard
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Rina Nishii
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Wenjian Yang
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Keito Hoshitsuki
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Divyabharathi Chepyala
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Shawn H R Lee
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
- Khoo Teck Puat-National University Children’s Medical Institute, National University Hospital, National University Health System, Singapore, Singapore
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Jenny Q Nguyen
- Personalized Care Program, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Mary V Relling
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kristine R Crews
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Mark Leggas
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Meenu Singh
- Haematology-Oncology Unit, Department of Paediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Joshua L Y Suang
- Khoo Teck Puat-National University Children’s Medical Institute, National University Hospital, National University Health System, Singapore, Singapore
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Allen E J Yeoh
- Khoo Teck Puat-National University Children’s Medical Institute, National University Hospital, National University Health System, Singapore, Singapore
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Sima Jeha
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Global Pediatric Medicine, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Hiroto Inaba
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ching-Hon Pui
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Global Pediatric Medicine, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Seth E Karol
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Amita Trehan
- Haematology-Oncology Unit, Department of Paediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Prateek Bhatia
- Haematology-Oncology Unit, Department of Paediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Deepa Bhojwani
- Cancer and Blood Disease Institute, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Cyrine E Haidar
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jun J Yang
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, TN, USA
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Mitra S, Ghosh A, Chatterjee S, Chatterjee M, Sinhamahapatra P. Association of TPMT and NUDT15 gene polymorphisms with azathioprine-induced leukopenia: A case-control study in Eastern India. Indian J Pharmacol 2024; 56:166-171. [PMID: 39078179 PMCID: PMC11286099 DOI: 10.4103/ijp.ijp_764_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 05/29/2024] [Accepted: 06/03/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND Azathioprine (AZA) is a widely used immunosuppressant drug. Leukopenia is a serious adverse effect of the drug which often necessitates dose reduction or drug withdrawal. Predictors of leukopenia include genetic and nongenetic factors. Genetic polymorphism of AZA-metabolizing enzyme, thiopurine S-methyltransferase (TPMT) is well established. There is inconclusive evidence about the role of Nudix hydrolase (NUDT15) gene polymorphism. This case-control study assessed the association of genetic polymorphisms of NUDT15 and TPMT with leukopenia induced by AZA. MATERIALS AND METHODS Cases were patients on AZA who developed leukopenia (white blood cell count <4000/μl) within 1 year of treatment initiation that necessitated dose reduction or drug withdrawal. Age and gender-matched patients without leukopenia within 1 year of treatment with AZA served as controls. TPMT (3 loci: c238G to C, c460G to A, c719A to G) and NUDT15 (c 415C to T, rs116855232) genotyping were done using TPMT strip assay and polymerase chain reaction-restriction fragment length polymorphism, respectively. Genotype frequencies were noted, and the odds ratio was calculated to determine the association between genotypes and leukopenia. RESULTS Twenty-nine subjects (15 cases and 14 controls) were enrolled. Statistically significant differences were not observed in the TPMT genotype (*1/*1 and *1/*3C) (P = 0.23) between cases and controls. NUDT15 genotypes (*1/*1 and *1/*3) (P = 0.65) also showed no statistically significant difference between cases and controls. CONCLUSION The above genotypes do not appear to be associated with AZA-induced leukopenia in an eastern Indian population.
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Affiliation(s)
- Sneha Mitra
- Department of Pharmacology, Institute of Postgraduate Medical Education and Research, Kolkata, West Bengal, India
| | - Abhijnan Ghosh
- Department of Pharmacology, Institute of Postgraduate Medical Education and Research, Kolkata, West Bengal, India
| | - Suparna Chatterjee
- Department of Pharmacology, Institute of Postgraduate Medical Education and Research, Kolkata, West Bengal, India
| | - Mitali Chatterjee
- Department of Pharmacology, Institute of Postgraduate Medical Education and Research, Kolkata, West Bengal, India
| | - Pradyot Sinhamahapatra
- Department of Clinical Immunology and Rheumatology, Institute of Postgraduate Medical Education and Research, Kolkata, West Bengal, India
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Venkateswaran N, Sultan K. Racial and ethnic disparities in clinical presentation, management, and outcomes of patients with inflammatory bowel disease: a narrative review. Transl Gastroenterol Hepatol 2024; 9:28. [PMID: 38716206 PMCID: PMC11074478 DOI: 10.21037/tgh-23-43] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 03/11/2024] [Indexed: 02/05/2025] Open
Abstract
BACKGROUND AND OBJECTIVE Inflammatory bowel disease (IBD) is a chronic condition that has been increasing in prevalence and incidence worldwide. Although, most cases are described in Caucasian populations, there has been a rise in IBD diagnosis among other populations. In this article, we will discuss the disparities in the presentation, management, medical and surgical outcomes of IBD patients among different racial and ethnic groups. METHODS A literature search was conducted in PubMed, Medline, and Google Scholar. The search strategy included targeted keywords to identify specific studies that provided the current literature on disparities in IBD presentation and management. Articles for presentation were selected by the authors, in accordance with a narrative review format, favoring population-based studies, systematic reviews and meta-analysis over single or multicenter reports. KEY CONTENT AND FINDINGS Epidemiological data has shown that there is an increasing incidence in IBD diagnosis among Black, Asian, and Hispanic populations over the past decade. Differences in genetic predispositions have been observed, however it is difficult to ascertain if the minor differences in presentation and medical/surgical management reported are due to innate differences or due to confounding factors such as access to health care. CONCLUSIONS Differences in genetic predisposition, and clinical presentation have been observed to exist among IBD non-Caucasian populations. There were also differences observed in both surgical and medical management, but it is difficult to ascertain if these were innate differences or due to societal factors.
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Affiliation(s)
- Niranjani Venkateswaran
- Inflammatory Bowel Disease Center, Department of Gastroenterology, Northshore/Hofstra Zucker School of Medicine, Manhasset, NY, USA
| | - Keith Sultan
- Inflammatory Bowel Disease Center, Department of Gastroenterology, Northshore/Hofstra Zucker School of Medicine, Manhasset, NY, USA
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Massey JC, Magagnoli J, Sutton SS, Buckhaults PJ, Wyatt MD. Collateral damage of NUDT15 deficiency in cancer provides a cancer pharmacogenetic therapeutic window with thiopurines. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.08.588560. [PMID: 38645136 PMCID: PMC11030356 DOI: 10.1101/2024.04.08.588560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Genome instability is a hallmark of cancer and are driven by mutations in oncogenes and tumor suppressor genes. Despite successes seen with select targeted therapeutics, this type of personalized medicine is only beneficial for a small subpopulation of cancer patients who have one of a few actionable genetic changes. Most tumors also contain hundreds of passenger mutations that offered no fitness advantage or disadvantage during tumor evolution. Mutations in known pharmacogenetic (PGx) loci for which germline variants encode variability in drug response can cause somatically acquired drug sensitivity. The NUDT15 gene is a known PGx locus that participates in the rate-limiting metabolism of thiopurines. People with two defective germline alleles of NUDT15 are hypersensitive to the toxic effects of thiopurines. NUDT15 is located adjacent to the Retinoblastoma ( RB1 ) tumor suppressor gene, which often undergoes homozygous deletion in retinoblastomas and other epithelial cancers. We observed that RB1 undergoes homozygous deletions in 9.4% of prostate adenocarcinomas and 2.5% of ovarian cancers, and in nearly all of these cases NUDT15 is also lost. Moreover, 44% of prostate adenocarcinomas and over 60% of ovarian cancers have lost one allele of NUDT15, which predicts that a majority of all prostate and ovarian cancers have somatically acquired hypersensitivity to thiopurine treatment. We performed a retrospective analysis of >16,000 patients in the US Veterans Administration health care system and found concurrent xanthine oxidase inhibition (XOi) and thiopurine usage for non-cancer indications is significantly associated with reduced incidence of prostate cancer. The hazard ratio for the development of prostate cancer in patients treated with thiopurines and XOi was 0.562 (0.301-1.051) for the unmatched cohort and 0.389 (0.185-0.819) for the propensity score matched cohort. We experimentally depleted NUDT15 from ovarian and prostate cancer cell lines and observed a dramatic sensitization to thiopurine-induced and DNA damage-dependent toxicity. These results indicate that somatic loss of NUDT15 predicts therapeutic sensitivity to a low cost and well tolerated drug with a broad therapeutic window.
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Shriver SP, Adams D, McKelvey BA, McCune JS, Miles D, Pratt VM, Ashcraft K, McLeod HL, Williams H, Fleury ME. Overcoming Barriers to Discovery and Implementation of Equitable Pharmacogenomic Testing in Oncology. J Clin Oncol 2024; 42:1181-1192. [PMID: 38386947 PMCID: PMC11003514 DOI: 10.1200/jco.23.01748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 11/08/2023] [Accepted: 12/12/2023] [Indexed: 02/24/2024] Open
Abstract
Pharmacogenomics (PGx), the study of inherited genomic variation and drug response or safety, is a vital tool in precision medicine. In oncology, testing to identify PGx variants offers patients the opportunity for customized treatments that can minimize adverse effects and maximize the therapeutic benefits of drugs used for cancer treatment and supportive care. Because individuals of shared ancestry share specific genetic variants, PGx factors may contribute to outcome disparities across racial and ethnic categories when genetic ancestry is not taken into account or mischaracterized in PGx research, discovery, and application. Here, we examine how the current scientific understanding of the role of PGx in differential oncology safety and outcomes may be biased toward a greater understanding and more complete clinical implementation of PGx for individuals of European descent compared with other genetic ancestry groups. We discuss the implications of this bias for PGx discovery, access to care, drug labeling, and patient and provider understanding and use of PGx approaches. Testing for somatic genetic variants is now the standard of care in treatment of many solid tumors, but the integration of PGx into oncology care is still lacking despite demonstrated actionable findings from PGx testing, reduction in avoidable toxicity and death, and return on investment from testing. As the field of oncology is poised to expand and integrate germline genetic variant testing, it is vital that PGx discovery and application are equitable for all populations. Recommendations are introduced to address barriers to facilitate effective and equitable PGx application in cancer care.
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Affiliation(s)
| | | | | | - Jeannine S McCune
- City of Hope/Beckman Research Institute Department of Hematologic Malignancies Translational Sciences, Duarte, CA
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Du S, Huang X, He X, Mao M, Chen M, Zhang R, Shao H, Lv Z, Liu X, Chuan J. Association of NUDT15 gene polymorphism with adverse reaction, treatment efficacy, and dose of 6-mercaptopurine in patients with acute lymphoblastic leukemia: a systematic review and meta-analysis. Haematologica 2024; 109:1053-1068. [PMID: 37794799 PMCID: PMC10985454 DOI: 10.3324/haematol.2023.282761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 10/26/2023] [Indexed: 10/06/2023] Open
Abstract
6-mercaptopurine (6-MP) serves as the backbone in the maintenance regimens of acute lymphoblastic leukemia (ALL). We aimed to evaluate the influence of NUDT15 gene polymorphism on the risk of myelosupression, hepatotoxicity and interruption of 6-MP, as well as treatment efficacy and dose of 6-MP in ALL patients. A total of 24 studies with 3,374 patients were included in this meta-analysis. We found 9-fold higher risk of 6-MP induced leukopenia (odds ratio [OR] =9.00, 95% confidence interval [CI]: 3.73-21.74) and 2.5-fold higher risk of 6-MP-induced neutropenia (OR=2.52, 95% CI: 1.72-3.69) for NUDT15 c.415C>T variant carriers in the dominant model. Moreover, we found that the dose intensity of 6-MP in ALL patients with one NUDT15 c.415C>T variant alleles (CT) was 19% less than that in wild-type patients (CC) (mean differences: 19.43%, 95% CI: -25.36 to -13.51). The tolerable dose intensity of 6-MP in NUDT15 c.415C>T homozygote variant (TT) and heterozygote variant (CT) carriers was 49% and 15% less than that in wild-type patients, respectively. The NUDT15 c.415C>T variant group (CT+TT) had seven times (OR=6.98, 95% CI: 2.83-17.22) higher risk of developing 6-MP intolerance than the CC group. However, NUDT15 c.415C>T polymorphism did not appear significantly associated with hepatotoxicity, treatment interruption or relapse incidence. We concluded that NUDT15 c.415C>T was a good predictor for 6-MP-induced myelosuppression in ALL patients. The dose intensity of 6-MP in ALL patients with NUDT15 c.415C>T variants was significantly lower than that in wild-type patients. This research provided a basis for further investigation into relations between NUDT15 gene and adverse reaction, treatment efficacy and dose intensity of 6-MP.
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Affiliation(s)
- Shan Du
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu
| | - Xuefei Huang
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu
| | - Xia He
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu
| | - Mian Mao
- Department of Pharmacy, Sichuan Cancer Hospital, Chengdu
| | - Min Chen
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu
| | - Rong Zhang
- Department of Pediatrics, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu
| | - Huikai Shao
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu
| | - Ziyan Lv
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu
| | - Xinxia Liu
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu.
| | - Junlan Chuan
- Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu.
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Pasternak B. Medical management of pediatric inflammatory bowel disease. Semin Pediatr Surg 2024; 33:151398. [PMID: 38582057 DOI: 10.1016/j.sempedsurg.2024.151398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2024]
Abstract
Management of inflammatory bowel disease, both Crohn's disease (CD) and ulcerative colitis (UC), has seen a seismic shift over the past decade. Over the past five years, there has been the introduction of many new therapies with differing mechanisms of action and a goal of achieving mucosal healing, as well as clinical and biochemical remission (1,2). In addition, management is aimed at restoring normal growth and normalizing quality of life. The ultimate goal is to individualize medical management and determine the right drug for the right patient by identifying which inflammatory pathway is predominant and avoiding unwarranted lack of efficacy or side effects through biomarkers and risk prognostication. Patient's age, location of disease, behavior (inflammatory vs. penetrating/structuring), severity and growth delay all play into deciding on the best treatment approach. Ultimately, early intervention is key in preventing complications. The therapeutic approaches to management can be broken down to nutritional therapy, biologic agents, immunomodulators (including corticosteroids), aminosalicylates and antibiotics. There are numerous other therapies, such as small molecule agents recently approved in adults, which are garnering a great deal of interest.
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Affiliation(s)
- Brad Pasternak
- Division of Pediatric Gastroenterology, Department of Pediatrics, Phoenix Children's Hospital, Phoenix, Arizona, USA.
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Yang T, Chao K, Zhu X, Wang XD, Chan S, Guan YP, Mao J, Li P, Guan SX, Xie W, Gao X, Huang M. Early proactive monitoring of DNA-thioguanine in patients with Crohn's disease predicts thiopurine-induced late leucopenia in NUDT15/TPMT normal metabolizers. World J Gastroenterol 2024; 30:1751-1763. [PMID: 38617736 PMCID: PMC11008375 DOI: 10.3748/wjg.v30.i12.1751] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 02/11/2024] [Accepted: 03/05/2024] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND Thiopurine-induced leucopenia significantly hinders the wide application of thiopurines. Dose optimization guided by nudix hydrolase 15 (NUDT15) has significantly reduced the early leucopenia rate, but there are no definitive biomarkers for late risk leucopenia prediction. AIM To determine the predictive value of early monitoring of DNA-thioguanine (DNATG) or 6-thioguanine nucleotides (6TGN) for late leucopenia under a NUDT15-guided thiopurine dosing strategy in patients with Crohn's disease (CD). METHODS Blood samples were collected within two months after thiopurine initiation for detection of metabolite concentrations. Late leucopenia was defined as a leukocyte count < 3.5 × 109/L over two months. RESULTS Of 148 patients studied, late leucopenia was observed in 15.6% (17/109) of NUDT15/thiopurine methyltransferase (TPMT) normal and 64.1% (25/39) of intermediate metabolizers. In patients suffering late leucopenia, early DNATG levels were significantly higher than in those who did not develop late leucopenia (P = 4.9 × 10-13). The DNATG threshold of 319.43 fmol/μg DNA could predict late leucopenia in the entire sample with an area under the curve (AUC) of 0.855 (sensitivity 83%, specificity 81%), and in NUDT15/TPMT normal metabolizers, the predictive performance of a threshold of 315.72 fmol/μg DNA was much more remarkable with an AUC of 0.902 (sensitivity 88%, specificity 85%). 6TGN had a relatively poor correlation with late leucopenia whether in the entire sample (P = 0.021) or NUDT15/TPMT normal or intermediate metabolizers (P = 0.018, P = 0.55, respectively). CONCLUSION Proactive therapeutic drug monitoring of DNATG could be an effective strategy to prevent late leucopenia in both NUDT15/TPMT normal and intermediate metabolizers with CD, especially the former.
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Affiliation(s)
- Ting Yang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Institute of Clinical Pharmacology, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Kang Chao
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510655, Guangdong Province, China
| | - Xia Zhu
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510655, Guangdong Province, China
- Department of Pharmacy, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong Province, China
| | - Xue-Ding Wang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Sumyuet Chan
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Yan-Ping Guan
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Jing Mao
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Pan Li
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Shao-Xing Guan
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Wen Xie
- Center for Pharmacogenetics and Department of Pharmaceutical Sciences, University of Pittsburgh, Pittsburgh, PA 15261, United States
| | - Xiang Gao
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510655, Guangdong Province, China
| | - Min Huang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Institute of Clinical Pharmacology, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
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Muhammad M, Saifo M, Aljamali M, Alali M, Ghanem KM. The frequency of NUDT15 rs116855232 and its impact on mercaptopurine-induced toxicity in Syrian children with acute lymphoblastic leukemia. Front Oncol 2024; 14:1334846. [PMID: 38562167 PMCID: PMC10982510 DOI: 10.3389/fonc.2024.1334846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 02/27/2024] [Indexed: 04/04/2024] Open
Abstract
Introduction Polymorphisms in NUDT15 may result in differences in mercaptopurine-induced toxicity. This study aimed to identify the frequency of the NUDT15 (c.415C>T; rs116855232) polymorphism and investigate the effect of this polymorphism on mercaptopurine-induced toxicity in a population of Syrian patients with childhood acute lymphoblastic leukemia (ALL). Methods This is a retrospective study that included children with ALL reaching at least 6 months of maintenance therapy. The NUDT15 genotyping was determined using standard targeted sequencing of polymerase chain reaction products. The odds ratio (OR) for the association between toxicity and genotype was evaluated. Results A total of 92 patients were enrolled. The majority of the patients in the study population were low-risk (63.04%), followed by intermediate-risk (25%), and high-risk (11.96%). There were 5 patients (5.4%) with NUDT15 (c.415C>T; rs116855232) CT genotype, and 1 patient (1.08%) with NUDT15 TT genotype, with allele frequencies of C=0.962 and T=0.038. The mercaptopurine median dose intensity was 100%, 54.69%, and 5% for the genotypes CC, CT, and TT, respectively (P=0.009). Early onset leukopenia was significantly associated with the NUDT15 polymorphism (OR: 6.16, 95% CI: 1.11-34.18, P=0.037). There was no association between the NUDT15 genotype and hepatotoxicity. Conclusion Approximately 6.5% of the study population exhibited reduced NUDT15 activity. The mercaptopurine dose intensity was considerably low in NUDT15 rs116855232 TT genotype compared with CT and CC. The dosage of mercaptopurine should be adjusted according to the NUDT15 genotype in pediatric patients with ALL.
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Affiliation(s)
- Muhammad Muhammad
- BASMA Pediatric Oncology Unit, Damascus, Syria
- Department of Oncology, Albairouni University Hospital, Faculty of Medicine, Damascus University, Damascus, Syria
| | - Maher Saifo
- Department of Oncology, Albairouni University Hospital, Faculty of Medicine, Damascus University, Damascus, Syria
- Faculty of Medicine, Damascus University, Damascus, Syria
| | - Majd Aljamali
- Department of Biochemistry and Microbiology, Faculty of Pharmacy, Damascus University, Damascus, Syria
- National Commission for Biotechnology (NCBT), Damascus, Syria
| | - Mousa Alali
- Department of Oncology, Albairouni University Hospital, Faculty of Medicine, Damascus University, Damascus, Syria
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Chung KB, Sung H, Kim DY. Detection of NUDT15 R139C variants and azathioprine utilization in patients with dermatologic conditions. Int J Dermatol 2024; 63:e75-e77. [PMID: 38159029 DOI: 10.1111/ijd.17008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 12/11/2023] [Accepted: 12/18/2023] [Indexed: 01/03/2024]
Affiliation(s)
- Kyung B Chung
- Department of Dermatology and Cutaneous Biology Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Haejune Sung
- Department of Dermatology and Cutaneous Biology Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Do-Young Kim
- Department of Dermatology and Cutaneous Biology Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
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Okamoto H, Tanaka Y, Shibagaki Y, Kuronuma S, Miyatani Y, Umeda S, Mishiro-Sato E, Takeuchi O, Hattori S, Kobayashi T, Okuwaki M. Measurement of the intracellular active metabolites of thiopurine drugs to evaluate the enzymatic activity of nudix hydrolase 15 in human blood samples. J Chromatogr B Analyt Technol Biomed Life Sci 2024; 1234:123993. [PMID: 38246006 DOI: 10.1016/j.jchromb.2024.123993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 12/13/2023] [Accepted: 01/01/2024] [Indexed: 01/23/2024]
Abstract
Thiopurine is metabolized to 6-thio-(deoxy) guanosine triphosphate (6-thio-(d) GTP), which is then incorporated into DNA or RNA and causes cytotoxicity. Nudix hydrolase 15 (NUDT15) reduces the cytotoxic effects of thiopurine by converting 6-thio-(d) GTP to 6-thio-(d) guanosine monophosphate (6-thio-(d) GMP). NUDT15 polymorphisms like the Arg139Cys variant are strongly linked to thiopurine-induced severe leukocytopenia and alopecia. Therefore, measurement of NUDT15 enzymatic activity in individual patients can help predict thiopurine tolerability and adjust the dosage. We aimed to develop a quantitative assay for NUDT15 enzymatic activity in human blood samples. Blood samples were collected from donors whose NUDT15 genetic status was determined. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) was used to assess the 6-thio-GTP metabolic activity in cell extracts. Because 6-thio-guanosine diphosphate (6-thio-GDP) and 6-thio-GMP were generated upon incubation of 6-thio-GTP with human blood cell extracts, the method detecting 6-thio-GTP, 6-thio-GDP, and 6-thio-GMP was validated. All three metabolites were linearly detected, and the lower limit of quantification (LLOQ) of 6-thio-GTP, 6-thio-GDP, and 6-thio-GMP were 5 μM, 1 μM, and 2 μM, respectively. Matrix effects of human blood cell extracts to detect 6-thio-GTP, 6-thio-GDP, and 6-thio-GMP were 99.0 %, 100.5 %, and 101.4 %, respectively, relative to the signals in the absence of blood cell extracts. The accuracy and precision of the method and the stability of the samples were also assessed. Using this established method, the genotype-dependent differences in NUDT15 activities were successfully determined using cell extracts derived from human blood cells with NUDT15 wild-type (WT) or Arg139Cys variant and 6-thio-GTP (100 μM) as a substrate (18.1, 14.9, and 6.43 μM/h/106 cells for WT, Arg139Cys heterozygous, and homozygous variant, respectively). We developed a method for quantifying intracellular NUDT15 activity in peripheral blood mononuclear cells (PBMCs), which we defined as the conversion of 6-thio-GTP to 6-thio-GMP. Although PBMCs preparation takes some time, its reproducibility in experiments makes it a promising candidate for clinical application. This method can tell the difference between WT and Arg139Cys homozygous blood samples. Even in patients with WT NUDT15, WT samples showed variations in NUDT15 activity, which may correlate with variations in thiopurine dosage.
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Affiliation(s)
- Hitomi Okamoto
- Laboratory of Biochemistry, Graduate School of Pharmaceutical Sciences, Japan; Department of Clinical Pharmacy, Graduate School of Pharmaceutical Sciences, Kitasato University, Tokyo, Japan
| | - Yoichi Tanaka
- Department of Clinical Pharmacy, Graduate School of Pharmaceutical Sciences, Kitasato University, Tokyo, Japan; Division of Medicinal Safety Science, National Institute of Health Sciences, Kanagawa, Japan.
| | - Yoshio Shibagaki
- Laboratory of Biochemistry, Graduate School of Pharmaceutical Sciences, Japan
| | - Satoshi Kuronuma
- Biomedical Laboratory, Department of Research, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Yusuke Miyatani
- Center for Advanced IBD Research and Treatment, Kitasato University Kitasato Institute Hospital, Tokyo, Japan; Department of Gastroenterology and Hepatology, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Satoko Umeda
- Center for Advanced IBD Research and Treatment, Kitasato University Kitasato Institute Hospital, Tokyo, Japan; Department of Gastroenterology and Hepatology, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Emi Mishiro-Sato
- Laboratory of Biochemistry, Graduate School of Pharmaceutical Sciences, Japan
| | - Osamu Takeuchi
- Biomedical Laboratory, Department of Research, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Seisuke Hattori
- Laboratory of Biochemistry, Graduate School of Pharmaceutical Sciences, Japan
| | - Taku Kobayashi
- Center for Advanced IBD Research and Treatment, Kitasato University Kitasato Institute Hospital, Tokyo, Japan; Department of Gastroenterology and Hepatology, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Mitsuru Okuwaki
- Laboratory of Biochemistry, Graduate School of Pharmaceutical Sciences, Japan.
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Zhou Y, Wang L, Sun LR, Zhang L, Wang HM, Liu XT, Yang F, Wu KL, Liang YL, Zhao BB, Zhuang Y, Fu JQ, Song C, Li Y, Wang LZ, Xu HJ, Gu Y, van den Anker J, Ju XL, Zhu XF, Zhao W. Individualized Use of 6-Mercaptopurine in Chinese Children with ALL: A Multicenter Randomized Controlled Trial. Clin Pharmacol Ther 2024; 115:213-220. [PMID: 37753808 DOI: 10.1002/cpt.3061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 09/19/2023] [Indexed: 09/28/2023]
Abstract
Continuous 6-mercaptopurine (6-MP) dose titration is necessary because of its narrow therapeutic index and frequently encountered dose-limiting hematopoietic toxicity. However, evidence-based guidelines for gene-based 6-MP dosing have not been established for Chinese children with acute lymphoblastic leukemia (ALL). This multicenter, randomized, open-label, active-controlled clinical trial randomly assigned Chinese children with low- or intermediate-risk ALL in a 1:1 ratio to receive TPMT-NUDT15 gene-based dosing of 6-MP (N = 44, 10 to 50 mg/m2 /day) or standard dosing (N = 44, 50 mg/m2 /day) during maintenance therapy. The primary end point was the incidence of 6-MP myelosuppression in both groups. Secondary end points included frequencies of 6-MP hepatotoxicity, duration of myelosuppression and leukopenia, event-free survival, and steady-state concentrations of active metabolites (6-thioguaninenucleotides and 6-methylmercaptopurine nucleotides) in erythrocytes. A 2.2-fold decrease in myelosuppression, the primary end point, was observed in the gene-based-dose group using ~ 50% of the standard initial 6-MP dose (odds ratio, 0.26, 95% confidence interval, 0.11 to 0.64, P = 0.003). Patients in the gene-based-dose group had a significantly lower risk of developing thiopurine-induced myelosuppression and leukopenia (P = 0.015 and P = 0.022, respectively). No significant differences were observed in the secondary end points of the incidence of hepatotoxicity and steady-state concentrations of active metabolites in erythrocytes between the two groups. TPMT- and NUDT15-based dosing of 6-MP will significantly contribute toward further reducing the incidence of leukopenia in Chinese children with ALL. This trial is registered at www.clinicaltrial.gov as #NCT04228393.
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Affiliation(s)
- Yue Zhou
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Li Wang
- Department of Pediatric Hematology Oncology, Children's Hospital of Hebei Province affiliated to Hebei Medical University, Shijiazhuang, China
| | - Li-Rong Sun
- Department of Pediatrics Hematology, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Li Zhang
- Department of Pediatrics, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Hong-Mei Wang
- Department of Pediatrics, The First Affiliated Hospital of Shandong, First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Xi-Ting Liu
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Pharmacy, China-Japan Friendship Hospital, Beijing, China
| | - Fan Yang
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Ke-Liang Wu
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yu-Li Liang
- Department of Pediatric Hematology Oncology, Children's Hospital of Hebei Province affiliated to Hebei Medical University, Shijiazhuang, China
| | - Bei-Bei Zhao
- Department of Pediatrics, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yong Zhuang
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Jin-Qiu Fu
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Chao Song
- The State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd., Nanjing, China
| | - Yun Li
- The State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd., Nanjing, China
| | - Ling-Zhen Wang
- Department of Pediatrics Hematology, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Hui-Juan Xu
- Department of Pediatrics Hematology, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yan Gu
- Department of Pediatrics, The First Affiliated Hospital of Shandong, First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - John van den Anker
- Division of Clinical Pharmacology, Children's National Medical Center, Washington, DC, USA
- Departments of Pediatrics, Pharmacology & Physiology, School of Medicine and Health Sciences, George Washington University, Washington, DC, USA
- Department of Paediatric Pharmacology and Pharmacometrics, University Children's Hospital Basel, Basel, Switzerland
| | - Xiu-Li Ju
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Xiao-Fan Zhu
- Department of Pediatrics, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Wei Zhao
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
- NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Qilu Hospital of Shandong University, Shandong University, Jinan, China
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Desai D. Therapeutic drug monitoring in inflammatory bowel disease: A practical approach. Indian J Gastroenterol 2024; 43:93-102. [PMID: 38329599 DOI: 10.1007/s12664-024-01527-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 01/03/2024] [Indexed: 02/09/2024]
Abstract
The global burden of inflammatory bowel diseases (IBD) is estimated at 4.9 million and the global prevalence exceeds 0.3%. Multiple newer therapeutic agents have broadened the options for the therapy of IBD in the last three decades. Thiopurines, however, have retained their place as maintenance therapy in IBD, especially in resource-constrained setting. But thiopurines have narrow therapeutic range, often needing discontinuation due to side effects or lack of efficacy. Biologic agents revolutionized the treatment of IBD, but the efficacy is lost in 50% of patient after one year. These outcomes are often due to inadequate drug concentrations that may lead to the development of antibodies as well as pharmacodynamic failure. Therapeutic drug monitoring (TDM) was proposed to reduce loss of response and to optimize the therapy in patients on thiopurine and biologic therapy. TDM is based on exposure-response relationship, suggesting a positive correlation between elevated serum anti-TNF concentrations and favorable therapeutic outcomes. TDM has multiple facets. This article discusses the benefits, evidence and limitations of TDM. The practical use of TDM in clinical practice is highlighted. Newer developments in the field and their relevance in practice are discussed.
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Affiliation(s)
- Devendra Desai
- P D Hinduja Hospital, Veer Savarkar Marg, Mahim, Mumbai, 400 016, India.
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Yokota Y, Imai T, Kawahara M, Inatomi O, Nishida A, Kakuta Y, Masamune A, Andoh A. Thiopurines exert harmful effects on spermatogenesis in Nudt15 R138C knock-in mice. J Gastroenterol 2024; 59:109-118. [PMID: 38097780 DOI: 10.1007/s00535-023-02059-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/07/2023] [Indexed: 01/26/2024]
Abstract
BACKGROUND The association between thiopurine use and testicular reproductive functions remains unclear. In this study, we investigated whether thiopurines affect testicular functions based on the NUDT15 genotypes using Nudt15R138C knock-in mice. METHODS The male Nudt15R138C knock-in mice (9-12 weeks) were treated with mercaptopurine (MP: 0.5 mg/kg/day) for 4 or 12 weeks. To examine reversibility, some mice were maintained for a further 12 weeks under MP-free condition. RESULTS After MP treatment for 4 weeks, Nudt15R138C/R138C mice exhibited a significant reduction of testis weight compared to Nudt15+/+ mice and Nudt15+/R138C mice. The epithelial height and diameter of seminiferous tubules were significantly reduced in Nudt15R138C/R138C mice compared to Nudt15+/+ and Nudt15+/R138C mice. Apoptotic cells were significantly increased in Nudt15R138C/R138C mice, and most of apoptotic cells were spermatogonia. There were no significant changes in sperm counts and sperm morphology in MP-treated Nudt15R138C/R138C mice after 4-week MP treatment. On the other hand, after MP treatment for 12 weeks, the Nudt15+/R138C mice, but not Nudt15+/+ mice, exhibited a significant reduction in the testis weight and atrophic changes of seminiferous tubules, but these changes disappeared after 12-week rearing under MP-free condition. Despite a significant increase in abnormal sperm rate, there were no changes in the ability to conceive. No differences in serum levels of follicle-stimulating hormone or testosterone were observed between MP-treated Nudt15+/R138C and Nudt15+/+ mice after 12-week MP treatment. CONCLUSIONS Thiopurines exert harmful effects on testicular reproductive function according to host NUDT15 genotypes.
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Affiliation(s)
- Yoshihiro Yokota
- Department of Medicine, Shiga University of Medical Science, Seta-Tsukinowa, Otsu, Shiga, 520-2192, Japan
| | - Takayuki Imai
- Department of Medicine, Shiga University of Medical Science, Seta-Tsukinowa, Otsu, Shiga, 520-2192, Japan
| | - Masahiro Kawahara
- Department of Medicine, Shiga University of Medical Science, Seta-Tsukinowa, Otsu, Shiga, 520-2192, Japan
| | - Osamu Inatomi
- Department of Medicine, Shiga University of Medical Science, Seta-Tsukinowa, Otsu, Shiga, 520-2192, Japan
| | - Atsushi Nishida
- Department of Medicine, Shiga University of Medical Science, Seta-Tsukinowa, Otsu, Shiga, 520-2192, Japan
| | - Yoichi Kakuta
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, 980-8575, Japan
| | - Atsushi Masamune
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, 980-8575, Japan
| | - Akira Andoh
- Department of Medicine, Shiga University of Medical Science, Seta-Tsukinowa, Otsu, Shiga, 520-2192, Japan.
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Moriya K, Hara R, Tomooka F, Shimozato N, Nishimura N, Kawaratani H, Yoshiji H. Concurrent Ulcerative Colitis in a Pregnant Patient with Rheumatoid Arthritis. Intern Med 2024; 63:385-391. [PMID: 37316274 PMCID: PMC10901711 DOI: 10.2169/internalmedicine.1833-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 05/09/2023] [Indexed: 06/16/2023] Open
Abstract
We herein report a rare concurrent case of ulcerative colitis (UC) in a pregnant woman with rheumatoid arthritis (RA), which was well managed by biologics. When a 32-year-old woman with seropositive RA became pregnant, she began experiencing hematochezia; colonoscopy revealed diffuse inflammation with multiple ulcers. Based on clinical examinations and pathological assessments, she was diagnosed with severe UC. Although prednisolone had no curative effect and infliximab caused an infusion reaction, golimumab successfully induced remission with normal delivery. This case report describes the successful treatment of a pregnant woman with UC and RA through biologics administration.
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Affiliation(s)
- Kei Moriya
- Department of Gastroenterology and Hepatology, Nara Medical University, Japan
| | - Ryota Hara
- Department of Orthopedic Surgery, Nara Medical University, Japan
| | - Fumimasa Tomooka
- Department of Gastroenterology and Hepatology, Nara Medical University, Japan
| | - Naotaka Shimozato
- Department of Gastroenterology and Hepatology, Nara Medical University, Japan
| | - Norihisa Nishimura
- Department of Gastroenterology and Hepatology, Nara Medical University, Japan
| | - Hideto Kawaratani
- Department of Gastroenterology and Hepatology, Nara Medical University, Japan
| | - Hitoshi Yoshiji
- Department of Gastroenterology and Hepatology, Nara Medical University, Japan
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Park J, Park IS, Kim JH, Ji JH, Park SJ, Park JJ, Kim TI, Kim SW, Cheon JH. New genetic biomarkers predicting 5-aminosalicylate-induced adverse events in patients with inflammatory bowel diseases. Therap Adv Gastroenterol 2024; 17:17562848241227029. [PMID: 38282956 PMCID: PMC10822078 DOI: 10.1177/17562848241227029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 01/02/2024] [Indexed: 01/30/2024] Open
Abstract
Background Notably, 5-aminosalicylates (5-ASA) are vital in treating inflammatory bowel diseases (IBD). The adverse events of 5-ASA rarely occur but they could be fatal. Objectives We aimed to discover new genetic biomarkers predicting 5-ASA-induced adverse events in patients with IBD. Design This was a retrospective observational study. Methods We performed a genome-wide association study on patients with IBD in South Korea. We defined subset 1 as 39 all adverse events and 272 controls; subset 2 as 20 severe adverse events and 291 controls (mild adverse events and control); subset 3 as 20 severe adverse events and 272 controls; and subset 4 as 19 mild adverse events and 272 controls. Logistic regression analysis was performed and commonly found associated genes were determined as candidate single-nucleotide polymorphisms predicting 5-ASA adverse events. Results Patients with Crohn's disease (CD) were significantly negatively associated with the development of adverse events compared to patients with ulcerative colitis (UC) (5.3% versus 22.9%). However, sex and age at diagnosis were unassociated with the adverse events of 5-ASA. rs13898676 [odds ratio (OR), 20.33; 95% confidence interval (CI), 5.69-72.67; p = 3.57 × e-6], rs12681590 (OR, 7.35; 95% CI, 2.85-19.00; p = 3.78 × e-5), rs10967320 (OR, 4.51; 95% CI, 2.18-9.31; p = 4.72 × e-5), and rs78726924 (OR, 3.54; 95% CI, 1.69-7.40; p = 7.96 × e-5) were genetic biomarkers predicting 5-ASA-induced severe adverse events in patients with IBD. Conclusion The adverse events of 5-ASA were more common in patients with UC than those with CD in our study. We found that novel rs13898676 nearby WSB2 was the most significant genetic locus contributing to 5-ASA's adverse event risk.
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Affiliation(s)
- Jihye Park
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Center of Inflammatory Bowel Disease, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - I. Seul Park
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, South Korea
| | - Ji Hyung Kim
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, South Korea
| | - Jung Hyun Ji
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Center of Inflammatory Bowel Disease, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Soo Jung Park
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Center of Inflammatory Bowel Disease, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Jae Jun Park
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Center of Inflammatory Bowel Disease, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Tae Il Kim
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Center of Inflammatory Bowel Disease, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Seung Won Kim
- Department of Severance Biomedical Science Institute, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, South Korea
| | - Jae Hee Cheon
- Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, South Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Center of Inflammatory Bowel Disease, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, South Korea
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, South Korea
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Ueda H, Narumi K, Asano S, Saito Y, Furugen A, Kobayashi M. Comparative study on the occurrence of adverse effects in the concomitant use of azathioprine and aldehyde oxidase inhibitors. Expert Opin Drug Saf 2024; 23:89-97. [PMID: 38097359 DOI: 10.1080/14740338.2023.2295976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 11/28/2023] [Indexed: 12/19/2023]
Abstract
OBJECTIVES Aldehyde oxidase (AO) is a molybdenum-containing redox enzyme similar to xanthine oxidase that is involved in the thiopurine metabolism. This study investigated the effects of drug-drug interactions (DDIs) between azathioprine (AZA) and AO inhibitors on hematologic and hepatic disorders using the U.S. Food and Drug Administration Adverse Event Reporting System and the Japanese Adverse Drug Event Report database. METHODS The presence of DDI was assessed using the interaction signal scores (ISSs) calculated via the reporting odds ratios and 95% confidence intervals. The study used reports of 'azathioprine' as a suspect drug for adverse effects. AO inhibitors were selected based on previous in vitro reports. RESULTS Some drugs tested positive for ISSs in each database and type of adverse effect (hematologic or hepatic disorder) analysis. Among these drugs, chlorpromazine, clozapine, hydralazine, and quetiapine could inhibit AZA metabolism via AO, given the previously reported clinical blood concentration and inhibitory effects of each drug. CONCLUSION Concomitant use of AO inhibitors increased the signals for AZA-induced adverse effects. To date, no studies have evaluated the clinical importance of AO as a drug-metabolizing enzyme, and further in vitro and clinical research is needed to clarify the contribution of AO to the pharmacokinetics of thiopurines.
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Affiliation(s)
- Hinata Ueda
- Laboratory of Clinical Pharmaceutics & Therapeutics, Division of Pharmasciences, Faculty of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
| | - Katsuya Narumi
- Laboratory of Clinical Pharmaceutics & Therapeutics, Division of Pharmasciences, Faculty of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
- Education Research Center for Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
| | - Shuho Asano
- Laboratory of Clinical Pharmaceutics & Therapeutics, Division of Pharmasciences, Faculty of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
| | - Yoshitaka Saito
- Department of Clinical Pharmaceutics & Therapeutics, Faculty of Pharmaceutical Sciences, Hokkaido University of Science, Sapporo, Japan
| | - Ayako Furugen
- Laboratory of Clinical Pharmaceutics & Therapeutics, Division of Pharmasciences, Faculty of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
| | - Masaki Kobayashi
- Laboratory of Clinical Pharmaceutics & Therapeutics, Division of Pharmasciences, Faculty of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
- Education Research Center for Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
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