1
|
Sabater A, Sanchis P, Seniuk R, Pascual G, Anselmino N, Alonso DF, Cayol F, Vazquez E, Marti M, Cotignola J, Toro A, Labanca E, Bizzotto J, Gueron G. Unmasking Neuroendocrine Prostate Cancer with a Machine Learning-Driven Seven-Gene Stemness Signature That Predicts Progression. Int J Mol Sci 2024; 25:11356. [PMID: 39518911 PMCID: PMC11545501 DOI: 10.3390/ijms252111356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 10/17/2024] [Accepted: 10/20/2024] [Indexed: 11/16/2024] Open
Abstract
Prostate cancer (PCa) poses a significant global health challenge, particularly due to its progression into aggressive forms like neuroendocrine prostate cancer (NEPC). This study developed and validated a stemness-associated gene signature using advanced machine learning techniques, including Random Forest and Lasso regression, applied to large-scale transcriptomic datasets. The resulting seven-gene signature (KMT5C, DPP4, TYMS, CDC25B, IRF5, MEN1, and DNMT3B) was validated across independent cohorts and patient-derived xenograft (PDX) models. This signature demonstrated strong prognostic value for progression-free, disease-free, relapse-free, metastasis-free, and overall survival. Importantly, the signature not only identified specific NEPC subtypes, such as large-cell neuroendocrine carcinoma, which is associated with very poor outcomes, but also predicted a poor prognosis for PCa cases that exhibit this molecular signature, even when they were not histopathologically classified as NEPC. This dual prognostic and classifier capability makes the seven-gene signature a robust tool for personalized medicine, providing a valuable resource for predicting disease progression and guiding treatment strategies in PCa management.
Collapse
Affiliation(s)
- Agustina Sabater
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Tecnología (INTEC), Universidad Argentina de la Empresa (UADE), Buenos Aires C1073AAO, Argentina
| | - Pablo Sanchis
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Tecnología (INTEC), Universidad Argentina de la Empresa (UADE), Buenos Aires C1073AAO, Argentina
| | - Rocio Seniuk
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
| | - Gaston Pascual
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
| | - Nicolas Anselmino
- Department of Genitourinary Medical Oncology and The David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Daniel F. Alonso
- Centro de Oncología Molecular y Traslacional y Plataforma de Servicios Biotecnológicos, Departamento de Ciencia y Tecnología, Universidad Nacional de Quilmes, Bernal B1876BXD, Argentina
| | - Federico Cayol
- Sector de Oncología Clínica, Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina
| | - Elba Vazquez
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
| | - Marcelo Marti
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
| | - Javier Cotignola
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
| | - Ayelen Toro
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
| | - Estefania Labanca
- Department of Genitourinary Medical Oncology and The David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Juan Bizzotto
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Tecnología (INTEC), Universidad Argentina de la Empresa (UADE), Buenos Aires C1073AAO, Argentina
| | - Geraldine Gueron
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina; (A.S.)
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
| |
Collapse
|
2
|
Sabater A, Sanchis P, Seniuk R, Pascual G, Anselmino N, Alonso D, Cayol F, Vazquez E, Marti M, Cotignola J, Toro A, Labanca E, Bizzotto J, Gueron G. Unmasking Neuroendocrine Prostate Cancer with a Machine Learning-Driven 7-Gene Stemness Signature that Predicts Progression. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.24.24314303. [PMID: 39399052 PMCID: PMC11469473 DOI: 10.1101/2024.09.24.24314303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Prostate cancer (PCa) poses a significant global health challenge, particularly due to its progression into aggressive forms like neuroendocrine prostate cancer (NEPC). This study developed and validated a stemness-associated gene signature using advanced machine learning techniques, including Random Forest and Lasso regression, applied to large-scale transcriptomic datasets. The resulting 7-gene signature (KMT5C, MEN1, TYMS, IRF5, DNMT3B, CDC25B and DPP4) was validated across independent cohorts and patient-derived xenograft (PDX) models. The signature demonstrated strong prognostic value for progression-free, disease-free, relapse-free, metastasis-free, and overall survival. Importantly, the signature not only identified specific NEPC subtypes, such as large-cell neuroendocrine carcinoma, which is associated with very poor outcomes, but also predicted a poor prognosis for PCa cases that exhibit this molecular signature, even when they were not histopathologically classified as NEPC. This dual prognostic and classifier capability makes the 7-gene signature a robust tool for personalized medicine, providing a valuable resource for predicting disease progression and guiding treatment strategies in PCa management.
Collapse
Affiliation(s)
- Agustina Sabater
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
- Instituto de Tecnología (INTEC), Universidad Argentina de la Empresa (UADE), Buenos Aires C1073AAO, Argentina
| | - Pablo Sanchis
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
- Instituto de Tecnología (INTEC), Universidad Argentina de la Empresa (UADE), Buenos Aires C1073AAO, Argentina
| | - Rocio Seniuk
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
| | - Gaston Pascual
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
| | - Nicolas Anselmino
- Department of Genitourinary Medical Oncology and The David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Daniel Alonso
- Centro de Oncología Molecular y Traslacional y Plataforma de Servicios Biotecnológicos, Departamento de Ciencia y Tecnología, Universidad Nacional de Quilmes, Bernal B1876BXD, Argentina
| | - Federico Cayol
- Sector de Oncología Clínica, Hospital Italiano de Buenos Aires, Buenos Aires, C1199ABB, Argentina
| | - Elba Vazquez
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
| | - Marcelo Marti
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
| | - Javier Cotignola
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
| | - Ayelen Toro
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
| | - Estefania Labanca
- Department of Genitourinary Medical Oncology and The David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Juan Bizzotto
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
- Instituto de Tecnología (INTEC), Universidad Argentina de la Empresa (UADE), Buenos Aires C1073AAO, Argentina
| | - Geraldine Gueron
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires C1428EGA, Argentina
- Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), CONICET-Universidad de Buenos Aires, Buenos Aires, C1428EGA, Argentina
| |
Collapse
|
3
|
Liu G, Choppa VSR, Sharma MK, Ko H, Choi J, Kim WK. Effects of methionine supplementation in a reduced protein diet on growth performance, oxidative status, intestinal health, oocyst shedding, and methionine and folate metabolism in broilers under Eimeria challenge. J Anim Sci Biotechnol 2024; 15:84. [PMID: 38853257 PMCID: PMC11163814 DOI: 10.1186/s40104-024-01041-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 04/28/2024] [Indexed: 06/11/2024] Open
Abstract
BACKGROUND This study investigated effects of different methionine (Met) supplementation levels in a reduced protein diet on growth performance, intestinal health, and different physiological parameters in broilers under Eimeria challenge. A total of 600 fourteen-day-old Cobb500 male broilers were challenged with E. maxima, E. tenella, and E. acervulina, and randomly allocated in a 2 × 5 factorial arrangement. Birds received normal protein diets (20% crude protein, NCP) or reduced protein diets (17% crude protein, LCP), containing 2.8, 4.4, 6.0, 7.6, and 9.2 g/kg of Met. RESULTS On 6 and 9 days post inoculation (DPI), increasing Met level linearly improved the growth performance (P < 0.05). Total oocyst shedding linearly increased as Met level increased (P < 0.05). Duodenal villus height (VH):crypt depth (CD) in the LCP groups were higher on 6 DPI (P < 0.01) while lower on 9 DPI (P < 0.05) compared to the NCP groups. Jejunal CD and duodenal VH:CD changed quadratically as Met level increased (P < 0.05). On 6 DPI, liver glutathione (GSH) and glutathione disulfide (GSSG) linearly increased as Met level increased (P < 0.05). On 9 DPI, GSSG quadratically increased, whereas GSH:GSSG quadratically decreased as Met levels increased (P < 0.05). The expression of amino acid transporters linearly decreased as Met level increased (P < 0.05). The expression of zonula occludens 2 and claudin-1 linearly increased on 6 DPI whereas decreased on 9 DPI as Met level increased (P < 0.05). The expressions of cytokines were lower in the LCP groups than the NCP groups (P < 0.05). Interaction effects were found for the expression of IL-10 and TNFα on 6 DPI (P < 0.05), where it only changed quadratically in the NCP group as Met level increased. The expression of Met and folate metabolism genes were lower in the LCP groups than the NCP groups on 9 DPI (P < 0.05). The expression of these genes linearly or quadratically decreased as Met level increased (P < 0.05). CONCLUSION These results revealed the regulatory roles of Met in different physiological parameters including oxidative status, intestinal health, and nutrient metabolism in birds fed reduced protein diet and challenged with Eimeria.
Collapse
Affiliation(s)
- Guanchen Liu
- Department of Poultry Science, University of Georgia, Athens, GA, 30602, USA
| | | | - Milan Kumar Sharma
- Department of Poultry Science, University of Georgia, Athens, GA, 30602, USA
| | - Hanseo Ko
- Department of Poultry Science, University of Georgia, Athens, GA, 30602, USA
| | - Janghan Choi
- Department of Poultry Science, University of Georgia, Athens, GA, 30602, USA
| | - Woo Kyun Kim
- Department of Poultry Science, University of Georgia, Athens, GA, 30602, USA.
| |
Collapse
|
4
|
Salamini-Montemurri M, Vizoso-Vázquez Á, Barreiro-Alonso A, Lorenzo-Catoira L, Rodríguez-Belmonte E, Cerdán ME, Lamas-Maceiras M. The Effect of HMGB1 and HMGB2 on Transcriptional Regulation Differs in Neuroendocrine and Adenocarcinoma Models of Prostate Cancer. Int J Mol Sci 2024; 25:3106. [PMID: 38542079 PMCID: PMC10969884 DOI: 10.3390/ijms25063106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/25/2024] [Accepted: 03/05/2024] [Indexed: 04/04/2024] Open
Abstract
Human high-mobility group-B (HMGB) proteins regulate gene expression in prostate cancer (PCa), a leading cause of oncological death in men. Their role in aggressive PCa cancers, which do not respond to hormonal treatment, was analyzed. The effects of HMGB1 and HMGB2 silencing upon the expression of genes previously related to PCa were studied in the PCa cell line PC-3 (selected as a small cell neuroendocrine carcinoma, SCNC, PCa model not responding to hormonal treatment). A total of 72% of genes analyzed, using pre-designed primer panels, were affected. HMGB1 behaved mostly as a repressor, but HMGB2 as an activator. Changes in SERPINE1, CDK1, ZWINT, and FN1 expression were validated using qRT-PCR after HMGB1 silencing or overexpression in PC-3 and LNCaP (selected as an adenocarcinoma model of PCa responding to hormonal treatment) cell lines. Similarly, the regulatory role of HMGB2 upon SERPINE1, ZWINT, FN1, IGFPB3, and TYMS expression was validated, finding differences between cell lines. The correlation between the expression of HMGB1, HMGB2, and their targets was analyzed in PCa patient samples and also in PCa subgroups, classified as neuroendocrine positive or negative, in public databases. These results allow a better understanding of the role of HMGB proteins in PCa and contribute to find specific biomarkers for aggressive PCa.
Collapse
Affiliation(s)
- Martín Salamini-Montemurri
- Centro Interdisciplinar de Química e Bioloxía (CICA), Campus de Elviña, Universidade da Coruña, As Carballeiras, s/n, 15071 A Coruña, Spain; (M.S.-M.); (Á.V.-V.); (A.B.-A.); (L.L.-C.); (E.R.-B.)
- Facultade de Ciencias, Campus de A Zapateira, Universidade da Coruña, A Fraga, s/n, 15071 A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), As Xubias de Arriba 84, 15006 A Coruña, Spain
| | - Ángel Vizoso-Vázquez
- Centro Interdisciplinar de Química e Bioloxía (CICA), Campus de Elviña, Universidade da Coruña, As Carballeiras, s/n, 15071 A Coruña, Spain; (M.S.-M.); (Á.V.-V.); (A.B.-A.); (L.L.-C.); (E.R.-B.)
- Facultade de Ciencias, Campus de A Zapateira, Universidade da Coruña, A Fraga, s/n, 15071 A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), As Xubias de Arriba 84, 15006 A Coruña, Spain
| | - Aida Barreiro-Alonso
- Centro Interdisciplinar de Química e Bioloxía (CICA), Campus de Elviña, Universidade da Coruña, As Carballeiras, s/n, 15071 A Coruña, Spain; (M.S.-M.); (Á.V.-V.); (A.B.-A.); (L.L.-C.); (E.R.-B.)
- Facultade de Ciencias, Campus de A Zapateira, Universidade da Coruña, A Fraga, s/n, 15071 A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), As Xubias de Arriba 84, 15006 A Coruña, Spain
| | - Lidia Lorenzo-Catoira
- Centro Interdisciplinar de Química e Bioloxía (CICA), Campus de Elviña, Universidade da Coruña, As Carballeiras, s/n, 15071 A Coruña, Spain; (M.S.-M.); (Á.V.-V.); (A.B.-A.); (L.L.-C.); (E.R.-B.)
- Facultade de Ciencias, Campus de A Zapateira, Universidade da Coruña, A Fraga, s/n, 15071 A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), As Xubias de Arriba 84, 15006 A Coruña, Spain
| | - Esther Rodríguez-Belmonte
- Centro Interdisciplinar de Química e Bioloxía (CICA), Campus de Elviña, Universidade da Coruña, As Carballeiras, s/n, 15071 A Coruña, Spain; (M.S.-M.); (Á.V.-V.); (A.B.-A.); (L.L.-C.); (E.R.-B.)
- Facultade de Ciencias, Campus de A Zapateira, Universidade da Coruña, A Fraga, s/n, 15071 A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), As Xubias de Arriba 84, 15006 A Coruña, Spain
| | - María-Esperanza Cerdán
- Centro Interdisciplinar de Química e Bioloxía (CICA), Campus de Elviña, Universidade da Coruña, As Carballeiras, s/n, 15071 A Coruña, Spain; (M.S.-M.); (Á.V.-V.); (A.B.-A.); (L.L.-C.); (E.R.-B.)
- Facultade de Ciencias, Campus de A Zapateira, Universidade da Coruña, A Fraga, s/n, 15071 A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), As Xubias de Arriba 84, 15006 A Coruña, Spain
| | - Mónica Lamas-Maceiras
- Centro Interdisciplinar de Química e Bioloxía (CICA), Campus de Elviña, Universidade da Coruña, As Carballeiras, s/n, 15071 A Coruña, Spain; (M.S.-M.); (Á.V.-V.); (A.B.-A.); (L.L.-C.); (E.R.-B.)
- Facultade de Ciencias, Campus de A Zapateira, Universidade da Coruña, A Fraga, s/n, 15071 A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), As Xubias de Arriba 84, 15006 A Coruña, Spain
| |
Collapse
|
5
|
Qattan A. Genomic Alterations Affecting Competitive Endogenous RNAs (ceRNAs) and Regulatory Networks (ceRNETs) with Clinical Implications in Triple-Negative Breast Cancer (TNBC). Int J Mol Sci 2024; 25:2624. [PMID: 38473871 DOI: 10.3390/ijms25052624] [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: 01/16/2024] [Revised: 02/18/2024] [Accepted: 02/20/2024] [Indexed: 03/14/2024] Open
Abstract
The concept of competitive endogenous RNA regulation has brought on a change in the way we think about transcriptional regulation by miRNA-mRNA interactions. Rather than the relatively simple idea of miRNAs negatively regulating mRNA transcripts, mRNAs and other non-coding RNAs can regulate miRNAs and, therefore, broad networks of gene products through competitive interactions. While this concept is not new, its significant roles in and implications on cancer have just recently come to light. The field is now ripe for the extrapolation of technologies with a substantial clinical impact on cancer. With the majority of the genome consisting of non-coding regions encoding regulatory RNAs, genomic alterations in cancer have considerable effects on these networks that have been previously unappreciated. Triple-negative breast cancer (TNBC) is characterized by high mutational burden, genomic instability and heterogeneity, making this aggressive breast cancer subtype particularly relevant to these changes. In the past few years, much has been learned about the roles of competitive endogenous RNA network regulation in tumorigenesis, disease progression and drug response in triple-negative breast cancer. In this review, we present a comprehensive view of the new knowledge and future perspectives on competitive endogenous RNA networks affected by genomic alterations in triple-negative breast cancer. An overview of the competitive endogenous RNA (ceRNA) hypothesis and its bearing on cellular function and disease is provided, followed by a thorough review of the literature surrounding key competitive endogenous RNAs in triple-negative breast cancer, the genomic alterations affecting them, key disease-relevant molecular and functional pathways regulated by them and the clinical implications and significance of their dysregulation. New knowledge of the roles of these regulatory mechanisms and the current acceleration of research in the field promises to generate insights into the diagnosis, classification and treatment of triple-negative breast cancer through the elucidation of new molecular mechanisms, therapeutic targets and biomarkers.
Collapse
Affiliation(s)
- Amal Qattan
- Department of Molecular Oncology, King Faisal Specialist Hospital and Research Centre, Riyadh 11211, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia
| |
Collapse
|
6
|
Cianciosi D, Armas Diaz Y, Alvarez-Suarez JM, Chen X, Zhang D, Martínez López NM, Briones Urbano M, Quiles JL, Amici A, Battino M, Giampieri F. Can the phenolic compounds of Manuka honey chemosensitize colon cancer stem cells? A deep insight into the effect on chemoresistance and self-renewal. Food Chem 2023; 427:136684. [PMID: 37418807 DOI: 10.1016/j.foodchem.2023.136684] [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: 02/28/2023] [Revised: 06/14/2023] [Accepted: 06/18/2023] [Indexed: 07/09/2023]
Abstract
Manuka honey, which is rich in pinocembrin, quercetin, naringenin, salicylic, p-coumaric, ferulic, syringic and 3,4-dihydroxybenzoic acids, has been shown to have pleiotropic effects against colon cancer cells. In this study, potential chemosensitizing effects of Manuka honey against 5-Fluorouracil were investigated in colonspheres enriched with cancer stem cells (CSCs), which are responsible for chemoresistance. Results showed that 5-Fluorouracil increased when it was combined with Manuka honey by downregulating the gene expression of both ATP-binding cassette sub-family G member 2, an efflux pump and thymidylate synthase, the main target of 5-Fluorouracil which regulates the ex novo DNA synthesis. Manuka honey was associated with decreased self-renewal ability by CSCs, regulating expression of several genes in Wnt/β-catenin, Hedgehog and Notch pathways. This preliminary study opens new areas of research into the effects of natural compounds in combination with pharmaceuticals and, potentially, increase efficacy or reduce adverse effects.
Collapse
Affiliation(s)
- Danila Cianciosi
- Dipartimento di Scienze Cliniche Specialistiche e Odontostomatologiche - Università Politecnica delle Marche, Via Ranieri 65, 60130 Ancona, Italy
| | - Yasmany Armas Diaz
- Dipartimento di Scienze Cliniche Specialistiche e Odontostomatologiche - Università Politecnica delle Marche, Via Ranieri 65, 60130 Ancona, Italy
| | - José M Alvarez-Suarez
- Departamento de Ingeniería en Alimentos. Colegio de Ciencias e Ingenierías, Universidad San Francisco de Quito, Diego de Robles s/n, Quito 170901, Ecuador
| | - Xiumin Chen
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; Institute of Food Physical Processing, Jiangsu University, Zhenjiang 212013, China; International Joint Research Laboratory of Intelligent Agriculture and Agri-Products Processing, Jiangsu University, Zhenjiang 212013, China
| | - Di Zhang
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Nohora Milena Martínez López
- Universidad Internacional Iberoamericana, Campeche 24560, Mexico; Fundación Universitaria Internacional de Colombia, Bogotá, Colombia; Universidad Internacional Iberoamericana Arecibo, Puerto Rico 00613, USA
| | - Mercedes Briones Urbano
- Universidad Europea del Atlántico, 39011 Santander, Spain; Universidad Internacional Iberoamericana, Campeche 24560, Mexico; Universidad Internacional Iberoamericana Arecibo, Puerto Rico 00613, USA
| | - José L Quiles
- Department of Physiology, Institute of Nutrition and Food Technology "José Mataix", Biomedical Research Center, University of Granada, Avda del Conocimiento s/n, Parque Tecnologico de la Salud, Armilla, 18016 Granada, Spain; Research Group on Foods, Nutritional Biochemistry and Health, Universidad Europea del Atlántico, Isabel Torres, 21, Santander 39011, Spain; Research and Development Functional Food Centre (CIDAF), Health Science Technological Park, Avenida del Conocimiento 37, Granada 18016, Spain
| | - Adolfo Amici
- Dipartimento di Scienze Cliniche Specialistiche e Odontostomatologiche - Università Politecnica delle Marche, Via Ranieri 65, 60130 Ancona, Italy
| | - Maurizio Battino
- Dipartimento di Scienze Cliniche Specialistiche e Odontostomatologiche - Università Politecnica delle Marche, Via Ranieri 65, 60130 Ancona, Italy; International Joint Research Laboratory of Intelligent Agriculture and Agri-Products Processing, Jiangsu University, Zhenjiang 212013, China; Research Group on Foods, Nutritional Biochemistry and Health, Universidad Europea del Atlántico, Isabel Torres, 21, Santander 39011, Spain.
| | - Francesca Giampieri
- Research Group on Foods, Nutritional Biochemistry and Health, Universidad Europea del Atlántico, Isabel Torres, 21, Santander 39011, Spain.
| |
Collapse
|
7
|
Rakic A, Anicic R, Rakic M, Nejkovic L. Integrated Bioinformatics Investigation of Novel Biomarkers of Uterine Leiomyosarcoma Diagnosis and Outcome. J Pers Med 2023; 13:985. [PMID: 37373974 DOI: 10.3390/jpm13060985] [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: 05/10/2023] [Revised: 05/30/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
Uterine leiomyosarcomas (uLMS) have a poor prognosis and a high percentage of recurrent disease. Bioinformatics has become an integral element in rare cancer studies by overcoming the inability to collect a large enough study population. This study aimed to investigate and highlight crucial genes, pathways, miRNAs, and transcriptional factors (TF) on uLMS samples from five Gene Expression Omnibus datasets and The Cancer Genome Atlas Sarcoma study. Forty-one common differentially expressed genes (DEGs) were enriched and annotated by the DAVID software. With protein-protein interaction (PPI) network analysis, we selected ten hub genes that were validated with the TNMplotter web tool. We used the USCS Xena browser for survival analysis. We also predicted TF-gene and miRNA-gene regulatory networks along with potential drug molecules. TYMS and TK1 correlated with overall survival in uLMS patients. Finally, our results propose further validation of hub genes (TYMS and TK1), miR-26b-5p, and Sp1 as biomarkers of pathogenesis, prognosis, and differentiation of uLMS. Regarding the aggressive behavior and poor prognosis of uLMS, with the lack of standard therapeutic regimens, in our opinion, the results of our study provide enough evidence for further investigation of the molecular basis of uLMS occurrence and its implication in the diagnosis and therapy of this rare gynecological malignancy.
Collapse
Affiliation(s)
- Aleksandar Rakic
- The Obstetrics and Gynecology Clinic Narodni Front, 11000 Belgrade, Serbia
| | - Radomir Anicic
- The Obstetrics and Gynecology Clinic Narodni Front, 11000 Belgrade, Serbia
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Marija Rakic
- Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, 6000 Koper, Slovenia
| | - Lazar Nejkovic
- The Obstetrics and Gynecology Clinic Narodni Front, 11000 Belgrade, Serbia
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| |
Collapse
|
8
|
Thomas DD, Lacinski RA, Lindsey BA. Single-cell RNA-seq reveals intratumoral heterogeneity in osteosarcoma patients: A review. J Bone Oncol 2023; 39:100475. [PMID: 37034356 PMCID: PMC10074210 DOI: 10.1016/j.jbo.2023.100475] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 03/08/2023] [Accepted: 03/15/2023] [Indexed: 03/22/2023] Open
Abstract
While primary bone malignancies make up just 0.2% of all cancers, osteosarcoma (OS) is the third most common cancer in adolescents. Due to its highly complex and heterogeneous tumor microenvironment (TME), OS has proven difficult to treat. There has been little to no improvement in therapy for this disease over the last 40 years. Even the recent success of immunotherapies in other blood-borne and solid malignancies has not translated to OS. With frequent recurrence and lung metastases continuing to pose a challenge in the clinic, recent advancements in molecular profiling, such as single-cell RNA sequencing (scRNA-seq), have proven useful in identifying novel biomarkers of OS tumors while providing new insight into this TME that could potentially lead to new therapeutic options. This review combines the analyses of over 150,000 cells from 18 lesions ranging from primary, recurrent, and metastatic OS lesions, revealing distinct cellular populations and gene signatures that exist between them. Here, we detail these previous findings and ultimately convey the intratumoral heterogeneity that exists within OS tumor specimens.
Collapse
Affiliation(s)
- Dylan D. Thomas
- Department of Orthopaedics, West Virginia University School of Medicine, Morgantown, WV, United States
| | - Ryan A. Lacinski
- Department of Orthopaedics, West Virginia University School of Medicine, Morgantown, WV, United States
| | - Brock A. Lindsey
- Department of Orthopaedics, West Virginia University School of Medicine, Morgantown, WV, United States
- Cancer Institute, West Virginia University School of Medicine, Morgantown, WV, United States
| |
Collapse
|
9
|
Wang L, Shi C, Yu J, Xu Y. FOXM1-induced TYMS upregulation promotes the progression of hepatocellular carcinoma. Cancer Cell Int 2022; 22:47. [PMID: 35093082 PMCID: PMC8801073 DOI: 10.1186/s12935-021-02372-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 11/28/2021] [Indexed: 12/12/2023] Open
Abstract
Abstract
Background
Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer and one of the major causes of cancer-related death. Thymidylate synthase (TYMS) catalyzes the methylation of deoxy guanosine to deoxy thymidylate, which is a crucial gene for DNA repair and replication. Thus, TYMS was reported to be closely associated with developing a variety of tumors, but it has been poorly studied in HCC.
Materials and methods
We used the cell counting kit-8 (CCK-8), BrdU, and CFSE assay to measure cell proliferation. The flow cytometry assay and the TUNEL assay were used for assessing cell apoptosis. The flow cytometry assay was used to analyze the cell cycle. The Transwell invasion assay and the wound healing assay were conducted to determine the invasive ability of the cells. RT-qPCR and Western blot analyses were performed to evaluate the mRNA and protein expression levels of specific genes, respectively.
Results
TYMS was found to be upregulated in both HCC cells and patient samples. High expression of TYMS was associated with an unfavorable prognosis in HCC patients based on the TCGA-LIHC dataset. Cell proliferation, apoptosis, and invasion assays revealed that TYMS promoted the proliferation and invasion of HCC cells as well as inhibited apoptosis. In addition, TYMS is a downstream target of FOXM1. TYMS knockdown reversed the 5-FU resistance caused by FOXM1 overexpression and re-sensitized HCC cells to 5-FU treatment.
Conclusion
This study suggested that TYMS serves as an oncogene in HCC, and targeting the FOXM1-TYMS axis may help improve the survival of HCC patients as well as provide new insights for treating advanced HCC patients.
Collapse
|
10
|
Fu M, Pei Y, Lu F, Jiang H, Bi Y, Cheng J, Qin J. Identification of Potential Hub Genes and miRNA-mRNA Pairs Related to the Progression and Prognosis of Cervical Cancer Through Integrated Bioinformatics Analysis. Front Genet 2022; 12:775006. [PMID: 35003215 PMCID: PMC8727538 DOI: 10.3389/fgene.2021.775006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 11/29/2021] [Indexed: 11/22/2022] Open
Abstract
In recent years, the incidence and mortality of cervical cancer have increased worldwide. At the same time, increasing data have confirmed that miRNA-mRNA plays a positive or negative regulatory role in many cancers. This study attempted to screen effective miRNA-mRNA in the progression of cervical cancer, and to study the mechanism of miRNA-mRNA in the progression of cervical cancer. The expression profile data of GSE7410, GSE 63514, GSE 86100 and TCGA-CESC were downloaded, and 34 overlapping differentially expressed genes (22 up-regulated and 12 down-regulated) and 166 miRNAs (74 down-regulated and 92 up-regulated) were screened through limma package. Then, miR-197-3p/TYMS pairs were obtained by PPI, functional enrichment, Kaplan-Meier plotter analysis, Cox univariate and multivariate analysis, risk modeling, WGCNA, qPCR and dual-luciferase experiments. The results showed that TYMS was an independent prognostic factor of cervical cancer, and its expression level was negatively correlated with cervical cancer tissue grade (TMN), tumor grade, age, microsatellite stability and tumor mutation load, and positively correlated with methyl expression in DNMT1, DNMT2, DNMT3A and DNMT3B. Functional experiments showed that TYMS knockout could promote the proliferation, migration and invasion of HeLa cells and reduce apoptosis. Overexpression of TYMS showed the opposite trend, miR-197-3p was negatively correlated with the expression of TYMS. MiR-197-3p inhibitor reversed the effect of si-TYMS on the proliferation of HeLa cells. In conclusion, these results reveal that TYMS plays a very important role in the prognosis and progression of cervical cancer, and has the potential to be thought of as cervical cancer biomarkers. At the same time, miR-197-3p/TYMS axis can regulate the deterioration of cervical cancer cells, which lays a foundation for the molecular diagnosis and treatment of cervical cancer.
Collapse
Affiliation(s)
- Mingxu Fu
- Department of Obstetrics and Gynecology, Shanghai Fourth People 's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yongyan Pei
- School of Medicine and Chemical Engineering, Guangdong Pharmaceutical University, Guangzhou, China
| | - Fang Lu
- Department of Obstetrics and Gynecology, Shanghai Fourth People 's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Huici Jiang
- Department of Obstetrics and Gynecology, Shanghai Fourth People 's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yingying Bi
- Department of Obstetrics and Gynecology, Shanghai Fourth People 's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jiajing Cheng
- Department of Obstetrics and Gynecology, Shanghai Fourth People 's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jinlong Qin
- Department of Obstetrics and Gynecology, Shanghai Fourth People 's Hospital, School of Medicine, Tongji University, Shanghai, China
| |
Collapse
|
11
|
Ciszewski WM, Włodarczyk J, Chmielewska-Kassassir M, Fichna J, Wozniak LA, Sobierajska K. Evening primrose seed extract rich in polyphenols modulates the invasiveness of colon cancer cells by regulating the TYMS expression. Food Funct 2022; 13:10994-11007. [DOI: 10.1039/d2fo01737g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Natural polyphenols are plant metabolites exhibiting a broad range of biological activities.
Collapse
Affiliation(s)
- Wojciech M. Ciszewski
- Department of Molecular Cell Mechanisms, Medical University of Lodz, Mazowiecka 6/8, 92-215 Lodz, Poland
| | - Jakub Włodarczyk
- Department of Biochemistry, Medical University of Lodz, Mazowiecka 6/8, 92-215 Lodz, Poland
| | | | - Jakub Fichna
- Department of Biochemistry, Medical University of Lodz, Mazowiecka 6/8, 92-215 Lodz, Poland
| | - Lucyna A. Wozniak
- Department of Structural Biology, Medical University of Lodz, Zeligowskiego 7/9, 90-752, Lodz, Poland
| | - Katarzyna Sobierajska
- Department of Molecular Cell Mechanisms, Medical University of Lodz, Mazowiecka 6/8, 92-215 Lodz, Poland
| |
Collapse
|
12
|
Wang Y, Fan J, Chen T, Xu L, Liu P, Xiao L, Wu T, Zhou Q, Zheng Q, Liu C, Chan FL, Wu D. A novel ferroptosis-related gene prognostic index for prognosis and response to immunotherapy in patients with prostate cancer. Front Endocrinol (Lausanne) 2022; 13:975623. [PMID: 36034466 PMCID: PMC9399637 DOI: 10.3389/fendo.2022.975623] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 07/13/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Prostate cancer (PCa) is among the leading causes of cancer death worldwide. Ferroptosis refers to an iron-dependent form of regulated cell death and is involved in prostate tumorigenesis. A few ferroptosis-related gene signatures have been developed to predict the prognosis for PCa patients. However, previous signatures were typically established based on biochemical recurrence-free survival, which has proven not to be a good surrogate for overall survival (OS). This study aimed to construct a novel ferroptosis-related gene prognostic index (FRGPI) to predict disease-free survival (DFS) and response to immunotherapy for PCa patients after radical prostatectomy. METHODS Gene expression and clinicopathological data on PCa patients were obtained from the TCGA database. Ferroptosis-related hub genes associated with DFS of PCa patients were identified by an in-depth bioinformatics analysis using a novel and comprehensive algorithm based on functional enrichment, consensus clustering, weighted gene co-expression network analysis (WGCNA), and protein-protein interaction (PPI) network construction. The FRGPI was established on the basis of the genes selected using multivariate cox regression analysis and further validated in two additional PCa cohorts. Next, the clinicopathological, molecular, and immune profiles were characterized and compared between FRGPI-high and FRGPI-low subgroups. Finally, the predictive role of the FRGPI in response to immunotherapy was estimated using a metastatic urothelial cancer cohort treated with an anti-PD-L1 agent. RESULTS The FRGPI was constructed based on four genes (E2F1, CDC20, TYMS, and NUP85), and FRGPI-high patients had worse DFS than FRGPI-low patients. Multivariate cox regression analysis revealed that FRGPI could act as an independent prognostic factor for PCa patients after radical prostatectomy. A prognostic nomogram comprising the FRGPI and other clinicopathological parameters was established to predict the DFS for PCa patients quantitatively. In addition, comprehensive results demonstrated that high FRGPI scores showed a significantly positive correlation with worse clinicopathological features, higher mutation counts, increased frequency of copy number variations (CNVs), higher homologous recombination deficiency (HRD) and immune scores, higher mRNAsi, and more importantly, enhanced sensitivity to immunotherapy. CONCLUSIONS FRGPI is not only a promising and robust prognostic biomarker, but also a potential indicator of immunotherapeutic outcomes for PCa patients after radical prostatectomy.
Collapse
Affiliation(s)
- Yuliang Wang
- Shenzhen Key Laboratory of Viral Oncology, The Clinical Innovation & Research Center (CIRC), Shenzhen Hospital, Southern Medical University, Shenzhen, China
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Jiaqi Fan
- Shenzhen Key Laboratory of Viral Oncology, The Clinical Innovation & Research Center (CIRC), Shenzhen Hospital, Southern Medical University, Shenzhen, China
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, China
| | - Tao Chen
- Shenzhen Key Laboratory of Viral Oncology, The Clinical Innovation & Research Center (CIRC), Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Lele Xu
- Shenzhen Key Laboratory of Viral Oncology, The Clinical Innovation & Research Center (CIRC), Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Pengyu Liu
- Shenzhen Key Laboratory of Viral Oncology, The Clinical Innovation & Research Center (CIRC), Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Lijia Xiao
- Department of Clinical Laboratory Medicine Center, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Tao Wu
- Department of Urology, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Qingchun Zhou
- Department of Urology, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Qingyou Zheng
- Department of Urology, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Chunxiao Liu
- Department of Urology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- *Correspondence: Chunxiao Liu, ; Franky Leung Chan, ; Dinglan Wu,
| | - Franky Leung Chan
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- *Correspondence: Chunxiao Liu, ; Franky Leung Chan, ; Dinglan Wu,
| | - Dinglan Wu
- Shenzhen Key Laboratory of Viral Oncology, The Clinical Innovation & Research Center (CIRC), Shenzhen Hospital, Southern Medical University, Shenzhen, China
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, China
- *Correspondence: Chunxiao Liu, ; Franky Leung Chan, ; Dinglan Wu,
| |
Collapse
|
13
|
Gu L, Xu Y, Jian H. Identification of a 15 DNA Damage Repair-Related Gene Signature as a Prognostic Predictor for Lung Adenocarcinoma. Comb Chem High Throughput Screen 2021; 25:1437-1449. [PMID: 34279196 DOI: 10.2174/1386207324666210716104714] [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: 01/27/2021] [Revised: 05/26/2021] [Accepted: 05/30/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Lung Adenocarcinoma (LUAD) is a common malignancy with a poor prognosis due to the lack of predictive markers. DNA Damage Repair (DDR)-related genes are closely related to cancer progression and treatment. INTRODUCTION To identify a reliable DDR-related gene signature as an independent predictor of LUAD. METHODS DDR-related genes were obtained using combined analysis of TCGA-LUAD data and literature information, followed by the identification of DDR-related prognostic genes. The DDR-related molecular subtypes were then screened, followed by Kaplan-Meier analysis, feature gene identification, and pathway enrichment analysis of each subtype. Moreover, Cox and LASSO regression analyses were performed for the feature genes of each subtype to construct a prognostic model. The clinical utility of the prognostic model was confirmed using the validation dataset GSE72094 and nomogram analysis. RESULTS Eight DDR-related prognostic genes were identified from 31 DDR-related genes. Using consensus cluster analysis, three molecular subtypes were screened. Cluster 2 had the best prognosis, while cluster 3 had the worst. Compared to cluster 2, clusters 1 and 3 consisted of more stage 3 - 4, T2-T4, male, and older samples. The feature genes of clusters 1, 2, and 3 were mainly enriched in the cell cycle, arachidonic acid metabolism, and ribosomes. Furthermore, a 15-feature gene signature was identified for improving the prognosis of LUAD patients. CONCLUSION The 15 DDR-related feature gene signature is an independent and powerful prognostic biomarker for LUAD that may improve risk classification and provide supplementary information for a more accurate evaluation and personalized treatment.
Collapse
Affiliation(s)
- Linping Gu
- Department of Oncology, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China
| | - Yuanyuan Xu
- Department of Surgery Oncology, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China
| | - Hong Jian
- Department of Oncology, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China
| |
Collapse
|
14
|
Zhao LN, Björklund M, Caldez MJ, Zheng J, Kaldis P. Therapeutic targeting of the mitochondrial one-carbon pathway: perspectives, pitfalls, and potential. Oncogene 2021; 40:2339-2354. [PMID: 33664451 DOI: 10.1038/s41388-021-01695-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 01/27/2021] [Accepted: 02/02/2021] [Indexed: 02/07/2023]
Abstract
Most of the drugs currently prescribed for cancer treatment are riddled with substantial side effects. In order to develop more effective and specific strategies to treat cancer, it is of importance to understand the biology of drug targets, particularly the newly emerging ones. A comprehensive evaluation of these targets will benefit drug development with increased likelihood for success in clinical trials. The folate-mediated one-carbon (1C) metabolism pathway has drawn renewed attention as it is often hyperactivated in cancer and inhibition of this pathway displays promise in developing anticancer treatment with fewer side effects. Here, we systematically review individual enzymes in the 1C pathway and their compartmentalization to mitochondria and cytosol. Based on these insight, we conclude that (1) except the known 1C targets (DHFR, GART, and TYMS), MTHFD2 emerges as good drug target, especially for treating hematopoietic cancers such as CLL, AML, and T-cell lymphoma; (2) SHMT2 and MTHFD1L are potential drug targets; and (3) MTHFD2L and ALDH1L2 should not be considered as drug targets. We highlight MTHFD2 as an excellent therapeutic target and SHMT2 as a complementary target based on structural/biochemical considerations and up-to-date inhibitor development, which underscores the perspectives of their therapeutic potential.
Collapse
Affiliation(s)
- Li Na Zhao
- Department of Clinical Sciences, Lund University, Malmö, Sweden.
| | - Mikael Björklund
- Zhejiang University-University of Edinburgh (ZJU-UoE) Institute, Haining, Zhejiang, PR China.,2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, PR China.,Deanery of Biomedical Sciences, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - Matias J Caldez
- Laboratory of Host Defense, The World Premier International Research Center Initiative (WPI) Immunology Frontier Research Center (IFReC), Osaka University, Osaka, Japan
| | - Jie Zheng
- School of Information Science and Technology, Shanghai Tech University, Shanghai, PR China
| | - Philipp Kaldis
- Department of Clinical Sciences, Lund University, Malmö, Sweden.
| |
Collapse
|
15
|
Song S, Tian B, Zhang M, Gao X, Jie L, Liu P, Li J. Diagnostic and prognostic value of thymidylate synthase expression in breast cancer. Clin Exp Pharmacol Physiol 2021; 48:279-287. [PMID: 33030246 PMCID: PMC7820961 DOI: 10.1111/1440-1681.13415] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 09/06/2020] [Accepted: 10/01/2020] [Indexed: 01/27/2023]
Abstract
Nucleotide metabolism is the driving force of cell proliferation, and thymidylate synthase (TYMS) catalyzes a rate-limiting step in the initial synthesis of nucleotides. Previous studies reported that TYMS activity significantly affected the proliferation of tumour cells. However, the diagnostic and prognostic significance of TYMS expression in breast cancer remains unclear. Here, we used the Breast Cancer Integrative Platform (BCIP) to investigate the relationship between progression and prognosis of breast cancer with TYMS expression, and then verified the database analysis using immunohistochemical staining. Our results indicated TYMS expression was greater in breast cancer than adjacent normal tissues and greater in triple-negative breast cancer (TNBC) than non-TNBC tissues. TYMS expression also had significant positive correlations with histological grade, tumour size, and ER negativity, and PR negativity. The increased copy number of the TYMS gene appears to be the reason for its upregulation in breast cancer. Breast cancer patients with higher TYMS expression had poorer prognosis. Our data suggest that TYMS has potential use as a diagnostic and prognostic marker for breast cancer patients.
Collapse
Affiliation(s)
- Shaoran Song
- Center for Translational MedicineThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory for Tumor Precision Medicine of Shaanxi ProvinceThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Bixia Tian
- Center for Translational MedicineThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory for Tumor Precision Medicine of Shaanxi ProvinceThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Miao Zhang
- Center for Translational MedicineThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory for Tumor Precision Medicine of Shaanxi ProvinceThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Xiaoqian Gao
- Center for Translational MedicineThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory for Tumor Precision Medicine of Shaanxi ProvinceThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Liu Jie
- Center for Translational MedicineThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory for Tumor Precision Medicine of Shaanxi ProvinceThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Peijun Liu
- Center for Translational MedicineThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory for Tumor Precision Medicine of Shaanxi ProvinceThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Juan Li
- Center for Translational MedicineThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory for Tumor Precision Medicine of Shaanxi ProvinceThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| |
Collapse
|
16
|
Chang SC, Yuan SHC, Li CY, Chang HM, Wang HC, Pan YA, Hsueh PC, Wu CC, Yang Y, Liu HP. Significant association of serum autoantibodies to TYMS, HAPLN1 and IGFBP5 with early stage canine malignant mammary tumours. Vet Comp Oncol 2020; 19:172-182. [PMID: 33038064 DOI: 10.1111/vco.12657] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 10/04/2020] [Accepted: 10/05/2020] [Indexed: 01/14/2023]
Abstract
Canine mammary tumours (CMTs) are the most prevalent neoplasms in female dogs. Despite the high incidence of such tumours, a lack of easily accessible biomarkers still impedes early diagnosis of malignant CMTs. Herein we identify thymidylate synthetase (TYMS), hyaluronan and proteoglycan link protein 1 (HAPLN1) and insulin-like growth factor-binding protein 5 (IGFBP5) as CMT antigens eliciting corresponding autoantibodies in CMT cases. We establish enzyme-linked immunosorbent assays (ELISAs) to detect autoantibodies to TYMS (TYMS-AAb), HAPLN1 (HAPLN1-AAb) and IGFBP5 (IGFBP5-AAb) in sera from 81 dogs with malignant CMTs (41 in Stage I), 24 with benign CMTs and 35 healthy controls. Levels of all the three autoantibodies are elevated in the malignant group compared with the healthy or the benign group; notably, the elevated autoantibody levels significantly correlate with the stage-I CMTs. For discriminating malignant CMTs from healthy control, the area under curve (AUC) of TYMS-AAb is 0.694 with specificity of 82.9% and sensitivity of 50.6%. The AUC of utilising HAPLN1-AAb for distinguishing the stage-I CMTs from healthy controls is 0.711 with specificity of 77.1% and sensitivity of 58.5%. In differentiating malignant CMTs from the benign, the AUC of IGFBP5-AAb reaches 0.696 with specificity of 70.8% and sensitivity of 67.9%, and a combination of IGFBP5-AAb and TYMS-AAb increases the AUC to 0.72. Finally, the AUC of combined HAPLN1-AAb and IGFBP5-AAb in discriminating the stage-I CMTs from the benign achieves 0.731. Collectively, this study highlights a significant association of the three serum autoantibodies with early stage malignant CMTs.
Collapse
Affiliation(s)
- Shih-Chieh Chang
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Stephen Hsien-Chi Yuan
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Chia-Yin Li
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Huan-Ming Chang
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Heng-Cian Wang
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Yun-An Pan
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Pei-Chun Hsueh
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chih-Ching Wu
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Youngsen Yang
- Division of Hematology-Oncology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Hao-Ping Liu
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| |
Collapse
|
17
|
Muhammad N, Tan CP, Nawaz U, Wang J, Wang FX, Nasreen S, Ji LN, Mao ZW. Multiaction Platinum(IV) Prodrug Containing Thymidylate Synthase Inhibitor and Metabolic Modifier against Triple-Negative Breast Cancer. Inorg Chem 2020; 59:12632-12642. [PMID: 32838518 DOI: 10.1021/acs.inorgchem.0c01736] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Multifunctional platinumIV anticancer prodrugs have the potential to enrich the anticancer properties and overcome the clinical problems of drug resistance and side effects of platinumII anticancer agents. Herein, we develop dual and triple action platinumIV complexes with targeted and biological active functionalities. One complex (PFL) that consists of cisplatin, tegafur, and lonidamine exhibits strong cytotoxicity against triple negative breast cancer (TNBC) cells. Cellular uptake and distribution studies reveal that PFL mainly accumulates in mitochondria. As a result, PFL disrupts the mitochondrial ultrastructure and induces significant alterations in the mitochondrial membrane potential, which further leads to an increase in production of reactive oxygen species (ROS) and a decrease in ATP synthesis in MDA-MB-231 TNBCs. Western blot analysis reveals the formation of ternary complex of thymidylate synthase, which shows the intracellular conversion of tegafur into 5-FU after its release from PFL. Furthermore, treatment with PFL impairs the mitochondrial function, leading to the inhibition of glycolysis and mitochondrial respiration and induction of apoptosis through the mitochondrial pathway. The RNA-sequencing experiment shows that PFL can perturb the pathways involved in DNA synthesis, DNA damage, metabolism, and transcriptional activity. These findings demonstrate that PFL intervenes in several cellular processes including DNA damage, thymidylate synthase inhibition, and perturbation of the mitochondrial bioenergetics to kill the cancer cells. The results highlight the significance of a triple-action prodrug for efficient anticancer therapy for TNBCs.
Collapse
Affiliation(s)
- Nafees Muhammad
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou 510275, P. R. China
| | - Cai-Ping Tan
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou 510275, P. R. China
| | - Uroosa Nawaz
- Department of Surgery, P.O.F. Hospital, Wah Cantt 47040, Pakistan
| | - Jie Wang
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou 510275, P. R. China
| | - Fang-Xin Wang
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou 510275, P. R. China
| | - Sadia Nasreen
- Department of Environmental Engineering, University of Engineering & Technology (UET), Taxila 47080, Pakistan
| | - Liang-Nian Ji
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou 510275, P. R. China
| | - Zong-Wan Mao
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou 510275, P. R. China
| |
Collapse
|
18
|
Ramadan RA, Moghazy TF, Hafez R, Morsi H, Samir M, Shamesya M. Significance of expression of pyrimidine metabolizing genes in colon cancer. Arab J Gastroenterol 2020; 21:189-193. [PMID: 32830091 DOI: 10.1016/j.ajg.2020.07.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Revised: 02/25/2020] [Accepted: 07/26/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND STUDY AIMS The reprogramming of metabolic pathways in tumour cells is a crucial step to meet the increased requirements for their own growth. This process occurs through alterations in gene expression, polymorphisms, and epigenetic dysregulation of a number of metabolic genes. Several metabolic enzymatic pathways such as pyrimidine-metabolizing enzymes have been implicated in tumorigenesis and tumor progression. PATIENTS AND METHODS We measured the relative expression levels of three pyrimidine-metabolizing genes-thymidylate synthase (TYMS), thymidine phosphorylase (TYMP), and dihydropyrimidine dehydrogenase (DPYD)-in tumor tissue and adjacent normal-appearing mucosa in 50 colon cancer (CC) patients using real-time reverse-transcription polymerase chain reaction. Gene expression was also studied in relation to demographic and pathological criteria. RESULTS The gene expression levels of both TYMS and TYMP were significantly higher in tumor tissue than normal adjacent tissue. Further, they showed an agreeable level of diagnostic performance as a means to discriminate between normal and tumor tissue; TYMS had high specificity (94%) but moderate sensitivity (60%), while TYPM showed average sensitivity (70%) and specificity (76%). Although DPYD expression was lower in tumor tissue than paracancerous tissue, this level did not reach the statistical significance. TYMS expression was significantly higher in moderately and poorly differentiated tumors than in well-differentiated ones. There was no significant association between gene expression and the remaining clinicopathological criteria (e.g., age, sex, tumor location, and metastasis). We found a positive correlation between the gene expression levels of TYMS and DPYD. CONCLUSION TYMS and TYMP messenger RNA levels seem to be plausible indicators in the diagnosis of CC, although further studies are warranted for validation.
Collapse
Affiliation(s)
- Ragaa A Ramadan
- Chemical Pathology Department, Medical Research Institute, Alexandria University, Egypt.
| | - Thanaa F Moghazy
- Chemical Pathology Department, Medical Research Institute, Alexandria University, Egypt
| | - Radwa Hafez
- Chemical Pathology Department, Medical Research Institute, Alexandria University, Egypt
| | - Heba Morsi
- Human Genetics Department, Medical Research Institute, Alexandria University, Egypt
| | - Mohamed Samir
- Department of Experimental Surgery, Medical Research Institute, Alexandria University, Egypt
| | - Mohamed Shamesya
- Department of Experimental Surgery, Medical Research Institute, Alexandria University, Egypt; Department of Internal Medicine, Medical research Institute, Alexandria University, Egypt
| |
Collapse
|
19
|
Zhang S, Yan L, Cui C, Wang Z, Wu J, Zhao M, Dong B, Guan X, Tian X, Hao C. Identification of TYMS as a promoting factor of retroperitoneal liposarcoma progression: Bioinformatics analysis and biological evidence. Oncol Rep 2020; 44:565-576. [PMID: 32627015 PMCID: PMC7336505 DOI: 10.3892/or.2020.7635] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Accepted: 05/14/2020] [Indexed: 12/24/2022] Open
Abstract
Retroperitoneal liposarcoma (RLPS) is one of the most common types of retroperitoneal sarcomas, and has a high recurrence rate. There is an urgent need to further explore its pathogenesis and develop more effective treatment strategies. The aim of the present study was to identify potential driver genes of RLPS through bioinformatics analysis and molecular biology to elucidate potential targets that are suitable for further analysis for the treatment of RLPS. Differentially expressed genes (DEGs) between liposarcoma and normal fatty (NF) tissues were identified based on microarray data through bioinformatics analysis, and thymidylate synthase (TYMS) was selected from the DEGs, based on high content screening (HCS). TYMS expression was evaluated in RLPS tumor tissues and cell lines. A total of 21 RLPS tissues and 10 NF frozen tissues were used for reverse transcription-quantitative PCR, and 47 RLPS formalin-fixed specimens were used for immunohistochemical analysis. The effect of TYMS downregulation on cell proliferation, apoptosis, cell cycle progression, and cell migration and invasion were evaluated using lentivirus-mediated short hairpin RNA. The underlying mechanisms of TYMS in RLPS were examined by protein microarray and verified by western blotting. A total of 855 DEGs were identified. TYMS knockdown had the most notable effect on the proliferative capacity of RLPS cells according to the HCS results. TYMS mRNA expression levels were higher in RLPS tissues compared with NF tissues (P<0.001). TYMS expression was higher in high-grade RLPS tissues compared with low-grade RLPS tissues (P=0.003). The patients with positive TYMS expression had a worse overall survival (OS) and disease-free survival (DFS) compared with the patients with negative TYMS expression (OS, P=0.024; DFS, P=0.030). The knockdown of TYMS reduced proliferation, promoted apoptosis, facilitated cell cycle progression from G1 to S phase, and reduced cell migration and invasion of RLPS cells. Protein microarray analysis and western blotting showed that the Janus Kinase/Signal transducers and activators of transcription pathway was downregulated following TYMS knockdown. In conclusion, TYMS expression is upregulated in RLPS tissues, and downregulation of TYMS reduces RLPS progression.
Collapse
Affiliation(s)
- Sha Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato‑Pancreato‑Biliary Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Liang Yan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato‑Pancreato‑Biliary Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Can Cui
- Department of Breast Oncology, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, P.R. China
| | - Zhen Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato‑Pancreato‑Biliary Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Jianhui Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato‑Pancreato‑Biliary Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Min Zhao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Pathology, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Bin Dong
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Central Laboratory, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Xiaoya Guan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato‑Pancreato‑Biliary Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Xiuyun Tian
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato‑Pancreato‑Biliary Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Chunyi Hao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato‑Pancreato‑Biliary Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| |
Collapse
|
20
|
A non-proliferative role of pyrimidine metabolism in cancer. Mol Metab 2020; 35:100962. [PMID: 32244187 PMCID: PMC7096759 DOI: 10.1016/j.molmet.2020.02.005] [Citation(s) in RCA: 104] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 02/05/2020] [Accepted: 02/07/2020] [Indexed: 12/29/2022] Open
Abstract
Background Nucleotide metabolism is a critical pathway that generates purine and pyrimidine molecules for DNA replication, RNA synthesis, and cellular bioenergetics. Increased nucleotide metabolism supports uncontrolled growth of tumors and is a hallmark of cancer. Agents inhibiting synthesis and incorporation of nucleotides in DNA are widely used as chemotherapeutics to reduce tumor growth, cause DNA damage, and induce cell death. Thus, the research on nucleotide metabolism in cancer is primarily focused on its role in cell proliferation. However, in addition to proliferation, the role of purine molecules is established as ligands for purinergic signals. However, so far, the role of the pyrimidines has not been discussed beyond cell growth. Scope of the review In this review we present the key evidence from recent pivotal studies supporting the notion of a non-proliferative role for pyrimidine metabolism (PyM) in cancer, with a special focus on its effect on differentiation in cancers from different origins. Major conclusion In leukemic cells, the pyrimidine catabolism induces terminal differentiation toward monocytic lineage to check the aberrant cell proliferation, whereas in some solid tumors (e.g., triple negative breast cancer and hepatocellular carcinoma), catalytic degradation of pyrimidines maintains the mesenchymal-like state driven by epithelial-to-mesenchymal transition (EMT). This review further broadens this concept to understand the effect of PyM on metastasis and, ultimately, delivers a rationale to investigate the involvement of the pyrimidine molecules as oncometabolites. Overall, understanding the non-proliferative role of PyM in cancer will lead to improvement of the existing antimetabolites and to development of new therapeutic options.
Collapse
|
21
|
Fu Z, Jiao Y, Li Y, Ji B, Jia B, Liu B. TYMS presents a novel biomarker for diagnosis and prognosis in patients with pancreatic cancer. Medicine (Baltimore) 2019; 98:e18487. [PMID: 31861032 PMCID: PMC6940182 DOI: 10.1097/md.0000000000018487] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 09/16/2019] [Accepted: 11/18/2019] [Indexed: 01/01/2023] Open
Abstract
Pancreatic cancer is one of the most malignant tumors worldwide. DNA replication plays a critical role in the occurrence and development of pancreatic cancer. TYMS encodes thymidylate synthase, which is important for DNA synthesis. The TYMS gene has been assessed in some tumors. However, the specific role of TYMS in pancreatic cancer has not been identified. This study was designed to clarify the diagnostic and prognostic significance of TYMS in pancreatic cancer.The Cancer Genome Atlas (TCGA) database was used to compare TYMS expression in pancreatic cancer, and ROC curve analysis was used to investigate its diagnostic value. The correlation between clinical characteristics and TYMS expression was analyzed, and the prognostic value of TYMS expression in the patients with pancreatic cancer was assessed by Kaplan-Meier curves and Cox analysis.TYMS was upregulated in pancreatic cancer and associated with poor overall survival (OS) and recurrence-free survival (RFS). Univariate and multivariate survival analysis demonstrated that TYMS is an independent risk factor for OS and RFS in patients with pancreatic cancer.The upregulation of TYMS in pancreatic cancer leads to unfavorable OS and RFS in patients, and represents a diagnostic and prognostic biomarker for patients with pancreatic cancer.
Collapse
Affiliation(s)
- Zhuo Fu
- Department of Hand and Foot Surgery, The First Hospital of Jilin University
| | - Yan Jiao
- Department of Hepatobiliary and Pancreatic Surgery, The First Hospital of Jilin University
| | - Yanqing Li
- Department of Pathophysiology, College of Basic Medical Sciences, Jilin University, Changchun, Jilin, PR China
| | - Bai Ji
- Department of Hepatobiliary and Pancreatic Surgery, The First Hospital of Jilin University
| | - Baoxing Jia
- Department of Hepatobiliary and Pancreatic Surgery, The First Hospital of Jilin University
| | - Bin Liu
- Department of Hand and Foot Surgery, The First Hospital of Jilin University
| |
Collapse
|
22
|
Gerke JS, Orth MF, Tolkach Y, Romero‐Pérez L, Wehweck FS, Stein S, Musa J, Knott MM, Hölting TL, Li J, Sannino G, Marchetto A, Ohmura S, Cidre‐Aranaz F, Müller‐Nurasyid M, Strauch K, Stief C, Kristiansen G, Kirchner T, Buchner A, Grünewald TG. Integrative clinical transcriptome analysis reveals
TMPRSS2‐ERG
dependency of prognostic biomarkers in prostate adenocarcinoma. Int J Cancer 2019; 146:2036-2046. [DOI: 10.1002/ijc.32792] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 10/28/2019] [Accepted: 11/04/2019] [Indexed: 11/08/2022]
Affiliation(s)
- Julia S. Gerke
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Martin F. Orth
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Yuri Tolkach
- Institute of Pathology, University Hospital Bonn Bonn Germany
| | - Laura Romero‐Pérez
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Fabienne S. Wehweck
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Stefanie Stein
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Julian Musa
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Maximilian M.L. Knott
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
- Institute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Tilman L.B. Hölting
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Jing Li
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Giuseppina Sannino
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Aruna Marchetto
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Shunya Ohmura
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Florencia Cidre‐Aranaz
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
| | - Martina Müller‐Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München – German Research Center for Environmental Health Neuherberg Germany
- Chair of Genetic Epidemiology, IBE, Faculty of Medicine, LMU Munich Munich Germany
- Department of Internal Medicine I (Cardiology)Hospital of the LMU Munich Munich Germany
| | - Konstantin Strauch
- Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Johannes Gutenberg University Mainz Germany
| | - Christian Stief
- Urologic Clinic und PolyclinicClinical Center of the University of Munich Munich Germany
| | | | - Thomas Kirchner
- Institute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
- German Cancer Consortium (DKTK), partner site Munich Munich Germany
- German Cancer Research Center (DKFZ) Heidelberg Germany
| | - Alexander Buchner
- Department of Internal Medicine I (Cardiology)Hospital of the LMU Munich Munich Germany
| | - Thomas G.P. Grünewald
- Max‐Eder Research Group for Pediatric Sarcoma BiologyInstitute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
- Institute of Pathology, Faculty of Medicine, LMU Munich Munich Germany
- German Cancer Consortium (DKTK), partner site Munich Munich Germany
- German Cancer Research Center (DKFZ) Heidelberg Germany
| |
Collapse
|
23
|
Shatnawi A, Malkaram SA, Fandy T, Tsouko E. Identification of the inhibitor of growth protein 4 (ING4) as a potential target in prostate cancer therapy. Mol Cell Biochem 2019; 464:153-167. [PMID: 31773467 DOI: 10.1007/s11010-019-03657-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 11/16/2019] [Indexed: 02/02/2023]
Abstract
INhibitor of Growth protein 4 (ING4) is a potential chromatin modifier that has been implicated in several cancer-related processes. However, the role of ING4 in prostate cancer (PC) is largely unknown. This study aimed to assess ING4's role in global transcriptional regulation in PC cells to identify potential cellular processes associated with ING4 loss. RNA-Seq using next-generation sequencing (NGS) was used to identify altered genes in LNCaP PC cells following ING4 depletion. Ingenuity pathways analysis (IPA®) was applied to the data to highlight candidates, ING4-regulated pathways, networks and cellular processes. Selected genes were validated using RT-qPCR. RNA-Seq of LNCaP cells revealed a total of 159 differentially expressed genes (fold change ≥ 1.5 or ≤ - 1.5, FDR ≤ 0.05) following ING4 knockdown. RT-qPCR used to validate the expression level of selected genes was in agreement with RNA-Seq results. Key genes, unique pathways, and biological networks were identified using IPA® analysis. This is the first report of global gene regulation in PC cells by ING4. The resultant differential expression profile revealed the potential role of ING4 in PC pathogenesis possibly through modulation of key genes, pathways and biological networks that are central drivers of the disease. Collectively, these findings shed light on a novel transcriptional regulator of PC that ultimately may influence the disease progression and as a potential target in the disease therapy.
Collapse
Affiliation(s)
- Aymen Shatnawi
- Department of Pharmaceutical and Administrative Sciences, University of Charleston School of Pharmacy, 2300 MacCorkle Ave SE, Charleston, WV, 25304, USA.
| | - Sridhar A Malkaram
- Department of Mathematics and Computer Sciences, West Virginia State University, W729, Wallace Hall, Institute, WV, 25112, USA
| | - Tamer Fandy
- Department of Pharmaceutical and Administrative Sciences, University of Charleston School of Pharmacy, 2300 MacCorkle Ave SE, Charleston, WV, 25304, USA
| | - Efrosini Tsouko
- Department of Orthopedic Surgery, Baylor College of Medicine, Houston, TX, 77030, USA
| |
Collapse
|
24
|
Associations between clinical-pathological parameters and biomarkers, HER-2, TYMS, RRMI, and 21-gene recurrence score in breast cancer. Pathol Res Pract 2019; 215:152644. [DOI: 10.1016/j.prp.2019.152644] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2019] [Revised: 09/01/2019] [Accepted: 09/15/2019] [Indexed: 12/09/2022]
|
25
|
Xing Z, Luo Z, Yang H, Huang Z, Liang X. Screening and identification of key biomarkers in adrenocortical carcinoma based on bioinformatics analysis. Oncol Lett 2019; 18:4667-4676. [PMID: 31611976 PMCID: PMC6781718 DOI: 10.3892/ol.2019.10817] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 08/08/2019] [Indexed: 12/11/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare malignancy with a poor prognosis. The presently available understanding of the pathogenesis of ACC is incomplete and the treatment options for patients with ACC are limited. Gene marker identification is required for accurate and timely diagnosis of the disease. In order to identify novel candidate genes associated with the occurrence and progression of ACC, the microarray datasets, GSE12368 and GSE19750, were obtained from Gene Expression Omnibus. Differentially expressed genes (DEGs) were identified, and functional enrichment analysis was performed. A protein-protein interaction network (PPI) was constructed to identify significantly altered modules, and module analysis was performed using Search Tool for the Retrieval of Interacting Genes and Cytoscape. A total of 228 DEGs were screened, consisting of 29 up and 199 downregulated genes. The enriched functions and pathways of the DEGs primarily included 'cell division', 'regulation of transcription involved in G1/S transition of mitotic cell cycle', 'G1/S transition of mitotic cell cycle', 'p53 signaling pathway' and 'oocyte meiosis'. A total of 14 hub genes were identified, and biological process analysis revealed that these genes were significantly enriched in cell division and mitotic cell cycle. Furthermore, survival analysis revealed that AURKA, TYMS, GINS1, RACGAP1, RRM2, EZH2, ZWINT, CDK1, CCNB1, NCAPG and TPX2 may be involved in the tumorigenesis, progression or prognosis of ACC. In conclusion, the 14 hub genes identified in the present study may aid researchers in elucidating the molecular mechanisms associated with the tumorigenesis and progression of ACC, and may be powerful and promising candidate biomarkers for the diagnosis and treatment of ACC.
Collapse
Affiliation(s)
- Zengmiao Xing
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Zuojie Luo
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Haiyan Yang
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Zhenxing Huang
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Xinghuan Liang
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| |
Collapse
|
26
|
Guo WL, Geng J, Zhao JG, Fang F, Huang SG, Wang J. Gene expression profiling reveals upregulated FUT1 and MYBPC1 in children with pancreaticobiliary maljunction. Braz J Med Biol Res 2019; 52:e8522. [PMID: 31365696 PMCID: PMC6668958 DOI: 10.1590/1414-431x20198522] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Accepted: 05/29/2019] [Indexed: 02/07/2023] Open
Abstract
Pancreaticobiliary maljunction (PBM) is associated with high risk of epithelial atypical growth and malignant transformation of the bile duct or gallbladder. However, overall changes in genetic expression have not been examined in children with PBM. Genome-wide expression was analyzed using peripheral blood samples from 10 children with PBM and 15 pediatric controls. Differentially expressed genes (DEGs) were identified using microarray. Bioinformatics analysis was conducted using Gene Ontology and KEGG analyses. The top 5 in the up-regulated genes in PBM were verified with qRT-PCR. Receiver operator characteristic curve analysis was conducted to evaluate the predictive accuracy of selected genes for PBM. The microarray experiments identified a total of 876 DEGs in PBM, among which 530 were up-regulated and the remaining 346 were down-regulated. Verification of the top 5 up-regulated genes (TYMS, MYBPC1, FUT1, XAGE2, and GREB1L) by qRT-PCR confirmed the up-regulation of MYBPC1 and FUT1. Receiver operating characteristic curve analysis suggested that FUT1 and MYBPC1 up-regulation could be used to predict PBM, with the area under the curve of 0.873 (95%CI=0.735-1.000) and 0.960 (95%CI=0.891-1.000), respectively. FUT1 and MYBPC1 were up-regulated in children with PBM, and could be used as potential biomarkers for PBM.
Collapse
Affiliation(s)
- Wan-Liang Guo
- Department of Radiology, Children's Hospital of Soochow University, Suzhou, China
| | - Jia Geng
- Clinical Laboratory, the 3rd Hospital of Yulin, Yulin, China
| | - Jun-gang Zhao
- Department of Pediatric Surgery, Children's Hospital of Soochow University, Suzhou, China
| | - Fang Fang
- Department of Pediatric Surgery, Children's Hospital of Soochow University, Suzhou, China
| | - Shun-Gen Huang
- Department of Pediatric Surgery, Children's Hospital of Soochow University, Suzhou, China
| | - Jian Wang
- Department of Pediatric Surgery, Children's Hospital of Soochow University, Suzhou, China
| |
Collapse
|
27
|
Esteban-Medina M, Peña-Chilet M, Loucera C, Dopazo J. Exploring the druggable space around the Fanconi anemia pathway using machine learning and mechanistic models. BMC Bioinformatics 2019; 20:370. [PMID: 31266445 PMCID: PMC6604281 DOI: 10.1186/s12859-019-2969-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 06/25/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND In spite of the abundance of genomic data, predictive models that describe phenotypes as a function of gene expression or mutations are difficult to obtain because they are affected by the curse of dimensionality, given the disbalance between samples and candidate genes. And this is especially dramatic in scenarios in which the availability of samples is difficult, such as the case of rare diseases. RESULTS The application of multi-output regression machine learning methodologies to predict the potential effect of external proteins over the signaling circuits that trigger Fanconi anemia related cell functionalities, inferred with a mechanistic model, allowed us to detect over 20 potential therapeutic targets. CONCLUSIONS The use of artificial intelligence methods for the prediction of potentially causal relationships between proteins of interest and cell activities related with disease-related phenotypes opens promising avenues for the systematic search of new targets in rare diseases.
Collapse
Affiliation(s)
- Marina Esteban-Medina
- Clinical Bioinformatics Area. Fundación Progreso y Salud (FPS). CDCA, Hospital Virgen del Rocio, 41013 Sevilla, Spain
| | - María Peña-Chilet
- Clinical Bioinformatics Area. Fundación Progreso y Salud (FPS). CDCA, Hospital Virgen del Rocio, 41013 Sevilla, Spain
- Bioinformatics in Rare Diseases (BiER). Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), FPS, Hospital Virgen del Rocío, 41013 Sevilla, Spain
| | - Carlos Loucera
- Clinical Bioinformatics Area. Fundación Progreso y Salud (FPS). CDCA, Hospital Virgen del Rocio, 41013 Sevilla, Spain
| | - Joaquín Dopazo
- Clinical Bioinformatics Area. Fundación Progreso y Salud (FPS). CDCA, Hospital Virgen del Rocio, 41013 Sevilla, Spain
- Bioinformatics in Rare Diseases (BiER). Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), FPS, Hospital Virgen del Rocío, 41013 Sevilla, Spain
- INB-ELIXIR-es, FPS, Hospital Virgen del Rocío, 42013 Sevilla, Spain
| |
Collapse
|
28
|
Jiang H, Li B, Wang F, Ma C, Hao T. Expression of ERCC1 and TYMS in colorectal cancer patients and the predictive value of chemotherapy efficacy. Oncol Lett 2019; 18:1157-1162. [PMID: 31423175 PMCID: PMC6607089 DOI: 10.3892/ol.2019.10395] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 04/22/2019] [Indexed: 12/24/2022] Open
Abstract
The present study investigated the expression of excision repair cross-complementing gene 1 (ERCC1) and thymidylate synthase (TYMS) in patients with colorectal cancer and the predictive value of chemotherapy. Eighty patients with colorectal cancer chemotherapy admitted to Binzhou Medical University Hospital from June 2013 to June 2015 were randomly selected, and 80 cancer tissues and 68 adjacent tissues were taken for analysis. RT-qPCR was used to detect ERCC1 as well as the expression level of TYMS. The relationship of the expression level with the chemotherapy efficacy, clinical pathology and survival time in colorectal cancer patients receiving standard chemotherapy, was compared. The expression of ERCC1 and TYMS mRNA in cancer tissues was significantly higher than that in the adjacent tissues (P<0.05). There was no correlation between ERCC1 mRNA expression, TYMS mRNA and clinicopathological features of colorectal cancer (P>0.05). The predictive effect of ERCC1 on colorectal cancer chemotherapy was 0.919 (95% CI, 0.862–0.976), P<0.001. The AUC of TYMS for predicting the efficacy of chemotherapy on colon cancer was 0.831 (95% CI, 0.735–0.926), and both had higher predictive values. The expression levels of ERCC1 and TYMS mRNA in 80 patients with colorectal cancer were divided into the low and high expression groups. The 3-year survival rate of patients in the low expression group was significantly higher than that in the high expression group, and the difference between the two groups was statistically significant (P<0.05). ERCC1 and TYMS had a high predictive value for the efficacy of chemotherapy in patients with colorectal cancer, and patients with lower expression of ERCC1 and TYMS had improved 3-year survival rates than patients with higher expression. Therefore, for patients with colorectal cancer, ERCC1 and TYMS can be used as predictors of the efficacy of chemotherapy.
Collapse
Affiliation(s)
- Hong Jiang
- Department of Colorectal and Anal Surgery, Binzhou Medical University Hospital, Binzhou, Shandong 256603, P.R. China
| | - Baosong Li
- Department of Colorectal and Anal Surgery, Binzhou Medical University Hospital, Binzhou, Shandong 256603, P.R. China
| | - Fengxia Wang
- Department of Clinical Laboratory, Binzhou Medical University Hospital, Binzhou, Shandong 256603, P.R. China
| | - Chong Ma
- Department of Colorectal and Anal Surgery, Binzhou Medical University Hospital, Binzhou, Shandong 256603, P.R. China
| | - Tao Hao
- Department of Colorectal and Anal Surgery, Binzhou Medical University Hospital, Binzhou, Shandong 256603, P.R. China
| |
Collapse
|
29
|
He Y, Gao M, Tang H, Cao Y, Liu S, Tao Y. Metabolic Intermediates in Tumorigenesis and Progression. Int J Biol Sci 2019; 15:1187-1199. [PMID: 31223279 PMCID: PMC6567815 DOI: 10.7150/ijbs.33496] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 03/18/2019] [Indexed: 02/07/2023] Open
Abstract
Traditional antitumor drugs inhibit the proliferation and metastasis of tumour cells by restraining the replication and expression of DNA. These drugs are usually highly cytotoxic. They kill tumour cells while also cause damage to normal cells at the same time, especially the hematopoietic cells that divide vigorously. Patients are exposed to other serious situations such as a severe infection caused by a decrease in the number of white blood cells. Energy metabolism is an essential process for the survival of all cells, but differs greatly between normal cells and tumour cells in metabolic pathways and metabolic intermediates. Whether this difference could be used as new therapeutic target while reducing damage to normal tissues is the topic of this paper. In this paper, we introduce five major metabolic intermediates in detail, including acetyl-CoA, SAM, FAD, NAD+ and THF. Their contents and functions in tumour cells and normal cells are significantly different. And the possible regulatory mechanisms that lead to these differences are proposed carefully. It is hoped that the key enzymes in these regulatory pathways could be used as new targets for tumour therapy.
Collapse
Affiliation(s)
- Yuchen He
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, 410008 China.,Cancer Research Institute, Key Laboratory of Carcinogenesis, Ministry of Health, School of Basic Medicine, Central South University, 110 Xiangya Road, Changsha, Hunan, 410078 China.,Department of Thoracic Surgery, Second Xiangya Hospital, Central South University, Changsha, China
| | - Menghui Gao
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, 410008 China.,Cancer Research Institute, Key Laboratory of Carcinogenesis, Ministry of Health, School of Basic Medicine, Central South University, 110 Xiangya Road, Changsha, Hunan, 410078 China.,Department of Thoracic Surgery, Second Xiangya Hospital, Central South University, Changsha, China
| | - Haosheng Tang
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, 410008 China.,Cancer Research Institute, Key Laboratory of Carcinogenesis, Ministry of Health, School of Basic Medicine, Central South University, 110 Xiangya Road, Changsha, Hunan, 410078 China.,Department of Thoracic Surgery, Second Xiangya Hospital, Central South University, Changsha, China
| | - Yiqu Cao
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, 410008 China.,Cancer Research Institute, Key Laboratory of Carcinogenesis, Ministry of Health, School of Basic Medicine, Central South University, 110 Xiangya Road, Changsha, Hunan, 410078 China.,Department of Thoracic Surgery, Second Xiangya Hospital, Central South University, Changsha, China
| | - Shuang Liu
- Institute of Medical Sciences, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, 410008 China
| | - Yongguang Tao
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, 410008 China.,Cancer Research Institute, Key Laboratory of Carcinogenesis, Ministry of Health, School of Basic Medicine, Central South University, 110 Xiangya Road, Changsha, Hunan, 410078 China.,Department of Thoracic Surgery, Second Xiangya Hospital, Central South University, Changsha, China
| |
Collapse
|
30
|
Wu CC, Chang SC, Zeng GY, Chu HW, Huang Y, Liu HP. Proteome Analyses Reveal Positive Association of COL2A1, MPO, TYMS, and IGFBP5 with Canine Mammary Gland Malignancy. Proteomics Clin Appl 2019; 13:e1800151. [PMID: 30578659 DOI: 10.1002/prca.201800151] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 11/22/2018] [Indexed: 12/12/2022]
Abstract
PURPOSE To identify aberrantly expressed proteins contributing to pathogenesis of canine mammary tumors (CMTs) which are the most prevalent neoplasms in female dogs and include different types. EXPERIMENTAL DESIGN Frozen tissue specimens of normal mammary gland (n = 7), lobular hyperplasia (n = 6), simple carcinoma (n = 6), and complex carcinoma (n = 6) are collected from 11 CMT cases. Tissue homogenates are comparatively analyzed by the isobaric tags for relative and absolute quantification (iTRAQ) combined with LC-MS/MS to identify proteins differentially expressed in different-type CMT tissues. RESULTS Among 3795 proteins identified and quantified among all groups, 133, 127, and 98 proteins are particularly overexpressed in simple carcinoma, complex carcinoma, and both types, respectively, compared with normal and hyperplastic tissues. Moreover, collagen type II alpha 1 chain (COL2A), myeloperoxidase (MPO), thymidylate synthetase (TYMS), and insulin-like growth factor-binding protein 5 (IGFBP5) are validated to be highly expressed in different-type CMT tissues using immunoblotting and immunohistochemistry. Notably, COL2A1 and IGFBP5 levels are correlated with clinical stages. CONCLUSIONS AND CLINICAL RELEVANCE COL2A1, MPO, TYMS, and IGFBP5 protein levels are positively associated with CMT development. Data expedite further investigations to improve treatment regimens for CMT.
Collapse
Affiliation(s)
- Chih-Ching Wu
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, No. 259, Wenhua 1st Rd., Taoyuan City, 33302, Taiwan.,Research Center for Emerging Viral Infections, College of Medicine, Chang Gung University, No. 259, Wenhua 1st Rd., Taoyuan City, 33302, Taiwan.,Molecular Medicine Research Center, Chang Gung University, No. 259, Wenhua 1st Rd., Taoyuan City, 33302, Taiwan.,Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital, Linkou, No. 5, Fuxing St., Taoyuan City, 33305, Taiwan
| | - Shih-Chieh Chang
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, No. 250, Kuo-Kuang Rd., Taichung City, 40227, Taiwan.,Veterinary Medical Teaching Hospital, College of Veterinary Medicine, National Chung Hsing University, No. 250-1, Kuo-Kuang Rd., Taichung City, 40227, Taiwan
| | - Guang-You Zeng
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, No. 250, Kuo-Kuang Rd., Taichung City, 40227, Taiwan
| | - Hao-Wei Chu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, No. 259, Wenhua 1st Rd., Taoyuan City, 33302, Taiwan
| | - Yenlin Huang
- Department of Pathology, Chang Gung Memorial Hospital, Linkou, No. 5, Fuxing St., Taoyuan City, 33305, Taiwan
| | - Hao-Ping Liu
- Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, No. 250, Kuo-Kuang Rd., Taichung City, 40227, Taiwan
| |
Collapse
|
31
|
Intuyod K, Saavedra-García P, Zona S, Lai CF, Jiramongkol Y, Vaeteewoottacharn K, Pairojkul C, Yao S, Yong JS, Trakansuebkul S, Waraasawapati S, Luvira V, Wongkham S, Pinlaor S, Lam EWF. FOXM1 modulates 5-fluorouracil sensitivity in cholangiocarcinoma through thymidylate synthase (TYMS): implications of FOXM1-TYMS axis uncoupling in 5-FU resistance. Cell Death Dis 2018; 9:1185. [PMID: 30538221 PMCID: PMC6290025 DOI: 10.1038/s41419-018-1235-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 11/01/2018] [Accepted: 11/23/2018] [Indexed: 12/21/2022]
Abstract
Fluorouracil (5-FU) is the first-line chemotherapeutic drug for cholangiocarcinoma (CCA), but its efficacy has been compromised by the development of resistance. Development of 5-FU resistance is associated with elevated expression of its cellular target, thymidylate synthase (TYMS). E2F1 transcription factor has previously been shown to modulate the expression of FOXM1 and TYMS. Immunohistochemical (IHC) analysis revealed a strong correlated upregulation of FOXM1 (78%) and TYMS (48%) expression at the protein levels in CCA tissues. In agreement, RT-qPCR and western blot analyses of four human CCA cell lines at the baseline level and in response to high doses of 5-FU revealed good correlations between FOXM1 and TYMS expression in the CCA cell lines tested, except for the highly 5-FU-resistant HuCCA cells. Consistently, siRNA-mediated knockdown of FOXM1 reduced the clonogenicity and TYMS expression in the relatively sensitive KKU-D131 but not in the highly resistant HuCCA cells. Interestingly, silencing of TYMS sensitized both KKU-D131 and HuCCA to 5-FU treatment, suggesting that resistance to very high levels of 5-FU is due to the inability of the genotoxic sensor FOXM1 to modulate TYMS expression. Consistently, ChIP analysis revealed that FOXM1 binds efficiently to the TYMS promoter and modulates TYMS expression at the promoter level upon 5-FU treatment in KKU-D131 but not in HuCCA cells. In addition, E2F1 expression did not correlate with either FOXM1 or TYMS expression and E2F1 depletion has no effects on the clonogenicity and TYMS expression in the CCA cells. In conclusion, our data show that FOXM1 regulates TYMS expression to modulate 5-FU resistance in CCA and that severe 5-FU resistance can be caused by the uncoupling of the regulation of TYMS by FOXM1. Our findings suggest that the FOXM1–TYMS axis can be a novel diagnostic, predictive and prognostic marker as well as a therapeutic target for CCA.
Collapse
Affiliation(s)
- Kitti Intuyod
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK.,Biomedical Science Program, Graduate School, Khon Kaen University, Khon Kaen, 40002, Thailand.,Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Paula Saavedra-García
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK
| | - Stefania Zona
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK
| | - Chun-Fui Lai
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK
| | - Yannasittha Jiramongkol
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK
| | - Kulthida Vaeteewoottacharn
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand.,Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Chawalit Pairojkul
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand.,Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Shang Yao
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK
| | - Jay-Sze Yong
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK
| | - Sasanan Trakansuebkul
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK
| | - Sakda Waraasawapati
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand.,Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Vor Luvira
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand.,Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Sopit Wongkham
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand.,Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Somchai Pinlaor
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand. .,Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
| | - Eric W-F Lam
- Department of Surgery and Cancer, Imperial College London, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, UK.
| |
Collapse
|
32
|
Giunchi F, Fiorentino M, Loda M. The Metabolic Landscape of Prostate Cancer. Eur Urol Oncol 2018; 2:28-36. [PMID: 30929843 DOI: 10.1016/j.euo.2018.06.010] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 05/30/2018] [Accepted: 06/22/2018] [Indexed: 12/28/2022]
Abstract
CONTEXT Neoplastic cells are characterized by metabolic alterations that sustain tumor growth. Interventions aimed at modifying metabolic rewiring of cancer cells are currently being investigated in several tumor types, including prostate cancer (PC). OBJECTIVE To review relevant metabolic alterations reported for PC and potential diagnostic and therapeutic opportunities that could be exploited on the basis of these discoveries. EVIDENCE ACQUISITION We performed a review of PubMed/Medline in March 2018 for PC in association with each of the following search terms: metabolomics; lipid, cholesterol, one-carbon, amino acid, and glucose metabolism. Fifty publications were selected for inclusion in this analysis. EVIDENCE SYNTHESIS The reports included were grouped according to fatty acid and cholesterol metabolism (28 studies); one-carbon metabolism (9 studies); amino acid metabolism (6 studies); and glucose metabolism (7 studies). We report on multiple metabolic pathways that are dysregulated in prostate cancer. Metabolic alterations can result in at least one of the following changes: protein lipidation, oncogene activation, DNA methylation, cellular signaling, and protein-protein interactions. CONCLUSIONS Metabolic alterations play a crucial role in PC development, progression, and resistance to therapy. Increasing knowledge of metabolic rewiring is revealing novel metabolic signatures in PC. These signatures could be utilized for PC diagnosis, as well as for the discovery of novel therapeutic interventions to overcome castration resistance. PATIENT SUMMARY Metabolic alterations play a crucial role in the development and progression of prostate cancer and its resistance to therapy. Our knowledge of metabolic rewiring is increasing and revealing novel metabolic signatures in prostate cancer. These signatures could be used for diagnosis and for the discovery of novel therapeutic interventions aimed at overcoming castration resistance.
Collapse
Affiliation(s)
- Francesca Giunchi
- Division of Genito-Urinary Pathology, S.Orsola-Malpighi Teaching Hospital, University of Bologna, Bologna, Italy
| | - Michelangelo Fiorentino
- Division of Genito-Urinary Pathology, S.Orsola-Malpighi Teaching Hospital, University of Bologna, Bologna, Italy.
| | - Massimo Loda
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
33
|
Russo GI, Bier S, Hennenlotter J, Beger G, Pavlenco L, van de Flierdt J, Hauch S, Maas M, Walz S, Rausch S, Bedke J, Morgia G, Stenzl A, Todenhöfer T. Expression of tumour progression-associated genes in circulating tumour cells of patients at different stages of prostate cancer. BJU Int 2018. [PMID: 29542849 DOI: 10.1111/bju.14200] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
OBJECTIVE To evaluate the presence of circulating tumour cells (CTCs) at different stages of prostate cancer using the AdnaTest® ProstateCancerDetect kit (Qiagen). Moreover, we aimed to assess the expression of transcripts that are specific for cancer stem cells (AdnaTest StemCell) and epithelial-mesenchymal transition (EMT) in CTCs (AdnaTest EMT), as well as additional genes that are known to promote prostate cancer progression. PATIENTS AND METHODS In this prospective study, we included 81 patients who underwent treatment for prostate cancer between 07/2014 and 02/2015, including: Group A, 18 patients (22.2%) with low-risk clinically localised prostate cancer; Group B, 25 patients (30.9%) with high-risk clinically localised prostate cancer; Group C, 11 patients (13.6%) with metastatic castration-sensitive prostate cancer (mCSPC); and Group D, 27 patients (33.3%) with metastatic castration-resistant prostate cancer (mCRPC). AdnaTest ProstateCancer and AdnaTest StemCell/EMT were performed in all cases. In addition, expression of the androgen receptor (AR), c-met, c-kit and thymidylate synthase (TYMS) in CTCs was assessed using specific polymerase chain reaction assays. RESULTS A positive AdnaTest ProstateCancer was present in three (16.7%), two (8.0%), six (54.5%) and 19 (70.5%) patients in groups A, B, C and D, respectively (P < 0.01, chi-squared test). The AdnaTest EMT and AdnaTest StemCell were positive in zero (0.0%), zero (0.0%), one (9.1%), and two (7.4%); and in five (27.8%), four (16.0%), three (27.3%), and 11 (40.7%) patients in groups A, B, C and D, respectively, with no significant differences noted between groups. CTCs expressing TYMS (44.4% and 50.0% vs 13.9%) or AR (18.2% and 25.9% vs 0.0%) were seen more commonly in patients in groups C and D vs patients with non-metastatic disease (all P < 0.05). Expression of c-kit and c-met were rare events, with only two patients positive for either marker. CONCLUSIONS AdnaTest ProstateCancerDetect exhibits positive results mainly in patients with metastatic disease. Expression of AR and TYMS are frequent events in CTCs of patients with advanced disease, whereas c-met and c-kit gene expression is seen in only a small proportion of patients. The implications of these results for the use of CTC analysis as a decision factor for personalised treatment strategies in advanced prostate cancer remain to be determined.
Collapse
Affiliation(s)
- Giorgio I Russo
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany.,Urology Section, Department of Surgery, University of Catania, Catania, Italy
| | - Simone Bier
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany
| | | | - Gunthild Beger
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany
| | | | | | | | - Moritz Maas
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany
| | - Simon Walz
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany
| | - Steffen Rausch
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany
| | - Jens Bedke
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany
| | - Giuseppe Morgia
- Urology Section, Department of Surgery, University of Catania, Catania, Italy
| | - Arnulf Stenzl
- Department of Urology, Eberhard-Karls-University, Tübingen, Germany
| | | |
Collapse
|
34
|
Burdelski C, Borcherding L, Kluth M, Hube-Magg C, Melling N, Simon R, Möller-Koop C, Weigand P, Minner S, Haese A, Michl HU, Tsourlakis MC, Jacobsen F, Hinsch A, Wittmer C, Lebok P, Steurer S, Izbicki JR, Sauter G, Krech T, Büscheck F, Clauditz T, Schlomm T, Wilczak W. Family with sequence similarity 13C (FAM13C) overexpression is an independent prognostic marker in prostate cancer. Oncotarget 2018; 8:31494-31508. [PMID: 28415558 PMCID: PMC5458224 DOI: 10.18632/oncotarget.16357] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 03/08/2017] [Indexed: 11/28/2022] Open
Abstract
FAM13C, a gene with unknown function is included in several mRNA signatures for prostate cancer aggressiveness. To understand the impact of FAM13C on prognosis and its relationship to molecularly defined subsets, we analyzed FAM13C expression by immunohistochemistry on a tissue microarray containing 12,400 prostate cancer specimens. Results were compared to phenotype, ERG status, genomic deletions of 3p, 5q, 6q and PTEN, and biochemical recurrence. FAM13C was detectable in cell nuclei of cancerous and non-neoplastic prostate cells. 67.5% of 9,633 interpretable cancers showed FAM13C expression: strong in 28.3%, moderate in 24.6% and weak in 14.6%. Strong FAM13C expression was linked to advanced pT stage, high Gleason grade, positive lymph node status, and early biochemical recurrence (p < 0.0001 each). FAM13C expression was associated with TMPRSS2:ERG fusions. It was present in 85% of ERG positive but in only 54% of ERG negative cancers (p < 0.0001), and in 91.1% of PTEN deleted but in only 69.2% of PTEN non-deleted cancers (p < 0.0001). The prognostic role of FAM13C expression was independent of classical and quantitative Gleason grade, pT stage, pN stage, surgical margin status and preoperative PSA. In conclusion, the results of our study demonstrate that expression of FAM13C is an independent prognostic marker in prostate cancer. Finding FAM13C also in non-neoplastic prostate tissues highlights the importance of properly selecting cancer-rich areas for RNA-based FAM13C expression analysis.
Collapse
Affiliation(s)
- Christoph Burdelski
- General, Visceral and Thoracic Surgery Department and Clinic, University Medical Center Hamburg-Eppendorf, Germany
| | - Laura Borcherding
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Martina Kluth
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Claudia Hube-Magg
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Nathaniel Melling
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany.,General, Visceral and Thoracic Surgery Department and Clinic, University Medical Center Hamburg-Eppendorf, Germany
| | - Ronald Simon
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | | | - Philipp Weigand
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Sarah Minner
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Alexander Haese
- Martini-Clinic, Prostate Cancer Center, University Medical Center Hamburg- Eppendorf, Germany
| | - Hans Uwe Michl
- Martini-Clinic, Prostate Cancer Center, University Medical Center Hamburg- Eppendorf, Germany
| | | | - Frank Jacobsen
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Andrea Hinsch
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Corinna Wittmer
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Patrick Lebok
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Stefan Steurer
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Jakob R Izbicki
- General, Visceral and Thoracic Surgery Department and Clinic, University Medical Center Hamburg-Eppendorf, Germany
| | - Guido Sauter
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Till Krech
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Franziska Büscheck
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Till Clauditz
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| | - Thorsten Schlomm
- Martini-Clinic, Prostate Cancer Center, University Medical Center Hamburg- Eppendorf, Germany.,Department of Urology, Section for Translational Prostate Cancer Research, University Medical Center Hamburg-Eppendorf, Germany
| | - Waldemar Wilczak
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Germany
| |
Collapse
|
35
|
Marques D, Ferreira-Costa LR, Ferreira-Costa LL, Correa RDS, Borges AMP, Ito FR, Ramos CCDO, Bortolin RH, Luchessi AD, Ribeiro-dos-Santos Â, Santos S, Silbiger VN. Association of insertion-deletions polymorphisms with colorectal cancer risk and clinical features. World J Gastroenterol 2017; 23:6854-6867. [PMID: 29085228 PMCID: PMC5645618 DOI: 10.3748/wjg.v23.i37.6854] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Revised: 06/24/2017] [Accepted: 08/15/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the association between 16 insertion-deletions (INDEL) polymorphisms, colorectal cancer (CRC) risk and clinical features in an admixed population.
METHODS One hundred and forty patients with CRC and 140 cancer-free subjects were examined. Genomic DNA was extracted from peripheral blood samples. Polymorphisms and genomic ancestry distribution were assayed by Multiplex-PCR reaction, separated by capillary electrophoresis on the ABI 3130 Genetic Analyzer instrument and analyzed on GeneMapper ID v3.2. Clinicopathological data were obtained by consulting the patients’ clinical charts, intra-operative documentation, and pathology scoring.
RESULTS Logistic regression analysis showed that polymorphism variations in IL4 gene was associated with increased CRC risk, while TYMS and UCP2 genes were associated with decreased risk. Reference to anatomical localization of tumor Del allele of NFKB1 and CASP8 were associated with more colon related incidents than rectosigmoid. In relation to the INDEL association with tumor node metastasis (TNM) stage risk, the Ins alleles of ACE, HLAG and TP53 (6 bp INDEL) were associated with higher TNM stage. Furthermore, regarding INDEL association with relapse risk, the Ins alleles of ACE, HLAG, and UGT1A1 were associated with early relapse risk, as well as the Del allele of TYMS. Regarding INDEL association with death risk before 10 years, the Ins allele of SGSM3 and UGT1A1 were associated with death risk.
CONCLUSION The INDEL variations in ACE, UCP2, TYMS, IL4, NFKB1, CASP8, TP53, HLAG, UGT1A1, and SGSM3 were associated with CRC risk and clinical features in an admixed population. These data suggest that this cancer panel might be useful as a complementary tool for better clinical management, and more studies need to be conducted to confirm these findings.
Collapse
Affiliation(s)
- Diego Marques
- Laboratório de Bioanálise e Biotecnologia Molecular, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
- Programa de Pós-graduação em Ciências Farmacêutica, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66055-080, Pará, Brazil
| | - Layse Raynara Ferreira-Costa
- Laboratório de Bioanálise e Biotecnologia Molecular, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
| | - Lorenna Larissa Ferreira-Costa
- Laboratório de Bioanálise e Biotecnologia Molecular, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
| | - Romualdo da Silva Correa
- Departamento de Cirurgia Oncológica, Liga Norte Riograndense Contra o Câncer, Natal 59040-000, Rio Grande do Norte, Brazil
| | - Aline Maciel Pinheiro Borges
- Departamento de Cirurgia Oncológica, Liga Norte Riograndense Contra o Câncer, Natal 59040-000, Rio Grande do Norte, Brazil
| | - Fernanda Ribeiro Ito
- Departamento de Cirurgia Oncológica, Liga Norte Riograndense Contra o Câncer, Natal 59040-000, Rio Grande do Norte, Brazil
| | - Carlos Cesar de Oliveira Ramos
- Laboratório de Patologia e Citopatologia, Liga Norte Riograndense Contra o Câncer, Natal 59040-000, Rio Grande do Norte, Brazil
| | - Raul Hernandes Bortolin
- Laboratório de Bioanálise e Biotecnologia Molecular, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
- Programa de Pós-graduação em Ciências Farmacêutica, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
| | - André Ducati Luchessi
- Laboratório de Bioanálise e Biotecnologia Molecular, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
- Departamento de Análises Clínicas e Toxicológicas, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
- Programa de Pós-graduação em Ciências Farmacêutica, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
| | - Ândrea Ribeiro-dos-Santos
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66055-080, Pará, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Pará, Brazil
| | - Sidney Santos
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém 66055-080, Pará, Brazil
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém 66073-005, Pará, Brazil
| | - Vivian Nogueira Silbiger
- Laboratório de Bioanálise e Biotecnologia Molecular, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
- Departamento de Análises Clínicas e Toxicológicas, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
- Programa de Pós-graduação em Ciências Farmacêutica, Universidade Federal do Rio Grande do Norte, Natal 59012-570, Rio Grande do Norte, Brazil
| |
Collapse
|
36
|
Yeh HW, Lee SS, Chang CY, Hu CM, Jou YS. Pyrimidine metabolic rate limiting enzymes in poorly-differentiated hepatocellular carcinoma are signature genes of cancer stemness and associated with poor prognosis. Oncotarget 2017; 8:77734-77751. [PMID: 29100421 PMCID: PMC5652811 DOI: 10.18632/oncotarget.20774] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 07/29/2017] [Indexed: 12/18/2022] Open
Abstract
Cellular metabolism of cancer cell is generally recognized to provide energy for facilitating tumor growth, but little is known about the aberrant metabolism in tumor progression and its prognostic value. Here, we applied integrated genomic approach to uncover the aberrant expression of metabolic enzymes in poorly-differentiated human hepatocellular carcinoma (HCC) for revealing targets against HCC malignancy. A total of 135 upregulated (22 are rate-limiting enzymes (RLEs)) and 362 down-regulated (77 are RLEs) metabolic genes were identified and associated with poor patient survival in large-cohorts of HCC patients in TCGA-LIHC and two other independent transcriptomic studies. Ten out of 22 upregulated RLEs in poorly-differentiated HCC are critical enzymes in pyrimidine metabolism pathways in association with stemness features by gene enrichment analysis and upregulated in ALDH1+ stem-like HCC subpopulations. By focusing on three RLEs including TK1, TYMS and DTYMK of dTTP biosynthesis pathway, expression of 3 RLEs in well-differentiated HCC cells increased ALDH1+ and spheroid stemness population but reversed by knockdown in poorly-differentiated HCC cells. Up-regulated 3 RLEs in HCC were associated with poor patient survival in multiple cohorts. Together, we identified aberrant pyrimidine pathway in poorly-differentiated HCC promotes cancer stemness served as potential theranostic target for battling HCC tumor progression.
Collapse
Affiliation(s)
- Hsi-Wen Yeh
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan.,Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Szu-Shuo Lee
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.,Program in Molecular Medicine, National Yang-Ming University and Academia Sinica, Taipei, Taiwan
| | - Chieh-Yu Chang
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.,Taiwan International Graduate Program in Molecular Medicine, National Yang-Ming University and Academia Sinica, Taipei, Taiwan
| | - Chun-Mei Hu
- Genomic Research Center, Academia Sinica, Taipei, Taiwan
| | - Yuh-Shan Jou
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan.,Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.,Program in Molecular Medicine, National Yang-Ming University and Academia Sinica, Taipei, Taiwan.,Taiwan International Graduate Program in Molecular Medicine, National Yang-Ming University and Academia Sinica, Taipei, Taiwan
| |
Collapse
|
37
|
Cao Y, Zhang G, Wang P, Zhou J, Gan W, Song Y, Huang L, Zhang Y, Luo G, Gong J, Zhang L. Clinical significance of UGT1A1 polymorphism and expression of ERCC1, BRCA1, TYMS, RRM1, TUBB3, STMN1 and TOP2A in gastric cancer. BMC Gastroenterol 2017; 17:2. [PMID: 28056823 PMCID: PMC5217235 DOI: 10.1186/s12876-016-0561-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2016] [Accepted: 12/16/2016] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Individualized therapeutic regimen is a recently intensively pursued approach for targeting diseases, in which the search for biomarkers was considered the first and most important. Thus, the goal of this study was to investigate whether the UGT1A1, ERCC1, BRCA1, TYMS, RRM1, TUBB3, STMN1 and TOP2A genes are underlying biomarkers for gastric cancer, which, to our knowledge, has not been performed. METHODS Ninety-eight tissue specimens were collected from gastric cancer patients between May 2012 and March 2015. A multiplex branched DNA liquidchip technology was used for measuring the mRNA expressions of ERCC1, BRCA1, TYMS, RRM1, TUBB3, STMN1 and TOP2A. Direct sequencing was performed for determination of UGT1A1 polymorphisms. Furthermore, correlations between gene expressions, polymorphisms and clinicopathological characteristics were investigated. RESULTS The expressions of TYMS, TUBB3 and STMN1 were significantly associated with the clinicopathological characteristics of age, gender and family history of gastric cancer, but not with differentiation, growth patterns, metastasis and TNM staging in patients with gastric cancer. No clinical characteristics were correlated with the expressions of ERCC1, BRCA1, RRM1 and TOP2A. Additionally, patients carrying G allele at -211 of UGT1A1 were predisposed to developing tubular adenocarcinoma, while individuals carrying 6TAA or G allele respectively at *28 or -3156 of UGT1A1 tended to have a local invasion. CONCLUSIONS The UGT1A1 polymorphism may be useful to screen the risk population of gastric cancer, while TYMS, TUBB3 and STMN1 may be potential biomarkers for prognosis and chemotherapy guidance.
Collapse
Affiliation(s)
- Yongkuan Cao
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China.
| | - Guohu Zhang
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Peihong Wang
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Jun Zhou
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Wei Gan
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Yaning Song
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Ling Huang
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Ya Zhang
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Guode Luo
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Jiaqing Gong
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| | - Lin Zhang
- Department of Gastrointestinal Surgery, Center of General Surgery of P.L.A., Chengdu Army General Hospital, No.270 Rongdu avenue, Chengdu, 610083, Sichuan Province, China
| |
Collapse
|
38
|
Heger Z, Merlos Rodrigo MA, Michalek P, Polanska H, Masarik M, Vit V, Plevova M, Pacik D, Eckschlager T, Stiborova M, Adam V. Sarcosine Up-Regulates Expression of Genes Involved in Cell Cycle Progression of Metastatic Models of Prostate Cancer. PLoS One 2016; 11:e0165830. [PMID: 27824899 PMCID: PMC5100880 DOI: 10.1371/journal.pone.0165830] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 10/18/2016] [Indexed: 11/19/2022] Open
Abstract
The effects of sarcosine on the processes driving prostate cancer (PCa) development remain still unclear. Herein, we show that a supplementation of metastatic PCa cells (androgen independent PC-3 and androgen dependent LNCaP) with sarcosine stimulates cells proliferation in vitro. Similar stimulatory effects were observed also in PCa murine xenografts, in which sarcosine treatment induced a tumor growth and significantly reduced weight of treated mice (p < 0.05). Determination of sarcosine metabolism-related amino acids and enzymes within tumor mass revealed significantly increased glycine, serine and sarcosine concentrations after treatment accompanied with the increased amount of sarcosine dehydrogenase. In both tumor types, dimethylglycine and glycine-N-methyltransferase were affected slightly, only. To identify the effects of sarcosine treatment on the expression of genes involved in any aspect of cancer development, we further investigated expression profiles of excised tumors using cDNA electrochemical microarray followed by validation using the semi-quantitative PCR. We found 25 differentially expressed genes in PC-3, 32 in LNCaP tumors and 18 overlapping genes. Bioinformatical processing revealed strong sarcosine-related induction of genes involved particularly in a cell cycle progression. Our exploratory study demonstrates that sarcosine stimulates PCa metastatic cells irrespectively of androgen dependence. Overall, the obtained data provides valuable information towards understanding the role of sarcosine in PCa progression and adds another piece of puzzle into a picture of sarcosine oncometabolic potential.
Collapse
Affiliation(s)
- Zbynek Heger
- Department of Chemistry and Biochemistry, Mendel University in Brno, Zemedelska 1, CZ-613 00, Brno, Czech Republic
- Central European Institute of Technology, Brno University of Technology, Purkynova 123, Brno, CZ-612 00, Czech Republic
| | - Miguel Angel Merlos Rodrigo
- Department of Chemistry and Biochemistry, Mendel University in Brno, Zemedelska 1, CZ-613 00, Brno, Czech Republic
- Central European Institute of Technology, Brno University of Technology, Purkynova 123, Brno, CZ-612 00, Czech Republic
| | - Petr Michalek
- Department of Chemistry and Biochemistry, Mendel University in Brno, Zemedelska 1, CZ-613 00, Brno, Czech Republic
- Central European Institute of Technology, Brno University of Technology, Purkynova 123, Brno, CZ-612 00, Czech Republic
| | - Hana Polanska
- Department of Physiology, Faculty of Medicine, Masaryk University, Kamenice 5, Brno, CZ-625 00, Czech Republic
| | - Michal Masarik
- Central European Institute of Technology, Brno University of Technology, Purkynova 123, Brno, CZ-612 00, Czech Republic
- Department of Physiology, Faculty of Medicine, Masaryk University, Kamenice 5, Brno, CZ-625 00, Czech Republic
| | - Vitezslav Vit
- Department of Urology, University Hospital Brno, Jihlavska 20, Brno, CZ-625 00, Czech Republic
| | - Mariana Plevova
- Department of Urology, University Hospital Brno, Jihlavska 20, Brno, CZ-625 00, Czech Republic
| | - Dalibor Pacik
- Department of Urology, University Hospital Brno, Jihlavska 20, Brno, CZ-625 00, Czech Republic
| | - Tomas Eckschlager
- Department of Paediatric Haematology and Oncology, 2nd Faculty of Medicine, Charles University, and University Hospital Motol, V Uvalu 84, CZ-150 06, Prague 5, Czech Republic
| | - Marie Stiborova
- Department of Biochemistry, Faculty of Science, Charles University, Albertov 2030, CZ-128 40, Prague 2, Czech Republic
| | - Vojtech Adam
- Department of Chemistry and Biochemistry, Mendel University in Brno, Zemedelska 1, CZ-613 00, Brno, Czech Republic
- Central European Institute of Technology, Brno University of Technology, Purkynova 123, Brno, CZ-612 00, Czech Republic
- * E-mail:
| |
Collapse
|
39
|
Wang Y, Jadhav RR, Liu J, Wilson D, Chen Y, Thompson IM, Troyer DA, Hernandez J, Shi H, Leach RJ, Huang THM, Jin VX. Roles of Distal and Genic Methylation in the Development of Prostate Tumorigenesis Revealed by Genome-wide DNA Methylation Analysis. Sci Rep 2016; 6:22051. [PMID: 26924343 PMCID: PMC4770430 DOI: 10.1038/srep22051] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 02/05/2016] [Indexed: 01/15/2023] Open
Abstract
Aberrant DNA methylation at promoters is often linked to tumorigenesis. But many aspects of DNA methylation remain unexplored, including the individual roles of distal and gene body methylation, as well as their collaborative roles with promoter methylation. Here we performed a MBD-seq analysis on prostate specimens classified into low, high, and very high risk group based on Gleason score and TNM stages. We identified gene sets with differential methylation regions (DMRs) in Distal, TSS, gene body and TES. To understand the collaborative roles, TSS was compared with the other three DMRs, resulted in 12 groups of genes with collaborative differential methylation patterns (CDMPs). We found several groups of genes that show opposite methylation patterns in Distal and Genic regions compared to TSS region, and in general they are differentially expressed genes (DEGs) in tumors in TCGA RNA-seq data. IPA (Ingenuity Pathway Analysis) reveals AR/TP53 signaling network to be a major signaling pathway, and survival analysis indicates genes subsets significantly associated with prostate cancer recurrence. Our results suggest that DNA methylation in Distal and Genic regions also plays critical roles in contributing to prostate tumorigenesis, and may act either positively or negatively with TSSs to alter gene regulation in tumors.
Collapse
Affiliation(s)
- Yao Wang
- Department of Molecular Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Rohit Ramakant Jadhav
- Department of Molecular Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Joseph Liu
- Department of Molecular Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Desiree Wilson
- Department of Cellular and Structural Biology, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Yidong Chen
- Department of Epidemiology and Biostatistics, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Ian M Thompson
- Department of Urology, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US.,Cancer Therapy and Research Center, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Dean A Troyer
- Department of Pathology, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Javier Hernandez
- Department of Urology, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Huidong Shi
- Department of Biochemistry and Molecular Biology, Georgia Regents University, Augusta, GA 30912, US
| | - Robin J Leach
- Department of Cellular and Structural Biology, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US.,Department of Urology, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US.,Cancer Therapy and Research Center, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Tim H-M Huang
- Department of Molecular Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US.,Cancer Therapy and Research Center, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| | - Victor X Jin
- Department of Molecular Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US.,Department of Epidemiology and Biostatistics, The University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, US
| |
Collapse
|
40
|
Ohta S, Kamoshida S, Tashiro A, O-Ono KI, Yasuno N, Kamakura Y, Yasuda M. Evaluation of Thymidylate Synthase Expression in Prostate Cancer. Curr Urol 2015; 8:194-198. [PMID: 30263026 DOI: 10.1159/000365716] [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: 01/03/2015] [Accepted: 05/21/2015] [Indexed: 11/19/2022] Open
Abstract
Thymidylate synthase (TS), a key enzyme in DNA synthesis, is over-expressed in a variety of cancer cells. 5-Fluorouracil, an anticancer agent clinically used against various cancers, including prostate cancer, inhibits DNA synthesis by binding TS. In this study, we investigated expression of TS in prostate cancer and its prognostic significance. Seventy-five prostatic tissue specimens were obtained from patients who had undergone prostate biopsy for diagnosis of prostate cancer. We analyzed the cancerous tissue specimens for TS expression using immunohistochemistry. TS expression was significantly increased in patients with bone metastasis. No relationship was found between expression of TS and the other clinicopathological findings. Because TS expression could be used as a prognostic parameter in patients with prostate cancer, an accurate prediction of prognosis might help to select patients for more intensive surgical, hormonal, or chemotherapeutic approaches, including 5-fluorouracil. Additional prospective studies are warranted to define the role of TS in selecting patients for adjuvant therapy for prostate cancer.
Collapse
Affiliation(s)
- Shoichiro Ohta
- Clinical Pathophysiology, Faculty of Pharmaceutical Science, Josai University, Sakado, Japan.,Kan-Etsu Hospital, Tsurugashima, Japan
| | - Shingo Kamoshida
- Laboratory of Pathology, Department of Medical Biophysics, Kobe University, Graduate School of Health Sciences, Kobe, Japan
| | - Akito Tashiro
- Laboratory of Pathology, Department of Medical Biophysics, Kobe University, Graduate School of Health Sciences, Kobe, Japan
| | - Kei-Ichi O-Ono
- Clinical Pathophysiology, Faculty of Pharmaceutical Science, Josai University, Sakado, Japan
| | | | - Yasuo Kamakura
- Department of Pathology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Masanori Yasuda
- Department of Pathology, Saitama Medical University International Medical Center, Hidaka, Japan
| |
Collapse
|
41
|
Abstract
TAS-102, a novel antimetabolite combination chemotherapy agent, consists of a rediscovered antimetabolite agent, trifluorothymidine (trifluridine) combined with the metabolic inhibitor of thymidine phosphorylase, tipiracil, in a 1:0.5 molar ratio. Mechanism of action studies suggest that this agent works by incorporation into DNA. Both preclinical and clinical studies demonstrate that this agent is noncross-resistant with 5-fluorouracil. Tipiracil may also have antiangiogenic effects through inhibition of thymidine phosphorylase. Recent randomized Phase II and III trials demonstrate clinical activity (improved progression-free survival, time to decrease in performance status, prolonged overall survival) in metastatic colorectal cancer refractory to all standard agents. Monotherapy with TAS-102 has now been approved for this indication in Japan and in the USA.
Collapse
Affiliation(s)
| | - Howard S Hochster
- The Yale Cancer Center, Yale School of Medicine, New Haven, CT 06510, USA
| |
Collapse
|
42
|
Expression of Ribonucleotide Reductase Subunit-2 and Thymidylate Synthase Correlates with Poor Prognosis in Patients with Resected Stages I-III Non-Small Cell Lung Cancer. DISEASE MARKERS 2015; 2015:302649. [PMID: 26663950 PMCID: PMC4664813 DOI: 10.1155/2015/302649] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Revised: 10/05/2015] [Accepted: 10/07/2015] [Indexed: 12/12/2022]
Abstract
Biomarkers can help to identify patients with early-stages or locally advanced non-small cell lung cancer (NSCLC) who have high risk of relapse and poor prognosis. To correlate the expression of seven biomarkers involved in DNA synthesis and repair and in cell division with clinical outcome, we consecutively collected 82 tumour tissues from radically resected NSCLC patients. The following biomarkers were investigated using IHC and qRT-PCR: excision repair cross-complementation group 1 (ERCC1), breast cancer 1 (BRCA1), ribonucleotide reductase subunits M1 and M2 (RRM1 and RRM2), subunit p53R2, thymidylate synthase (TS), and class III beta-tubulin (TUBB3). Gene expression levels were also validated in an available NSCLC microarray dataset. Multivariate analysis identified the protein overexpression of RRM2 and TS as independent prognostic factors of shorter overall survival (OS). Kaplan-Meier analysis showed a trend in shorter OS for patients with RRM2, TS, and ERCC1, BRCA1 overexpressed tumours. For all of the biomarkers except TUBB3, the OS trends relative to the gene expression levels were in agreement with those relative to the protein expression levels. The NSCLC microarray dataset showed RRM2 and TS as biomarkers significantly associated with OS. This study suggests that high expression levels of RRM2 and TS might be negative prognostic factors for resected NSCLC patients.
Collapse
|