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Kumar A, Dubey US, Dubey B. The impact of radio-chemotherapy on tumour cells interaction with optimal control and sensitivity analysis. Math Biosci 2024; 369:109146. [PMID: 38246323 DOI: 10.1016/j.mbs.2024.109146] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 12/23/2023] [Accepted: 01/17/2024] [Indexed: 01/23/2024]
Abstract
Oncologists and applied mathematicians are interested in understanding the dynamics of cancer-immune interactions, mainly due to the unpredictable nature of tumour cell proliferation. In this regard, mathematical modelling offers a promising approach to comprehend this potentially harmful aspect of cancer biology. This paper presents a novel dynamical model that incorporates the interactions between tumour cells, healthy tissue cells, and immune-stimulated cells when subjected to simultaneous chemotherapy and radiotherapy for treatment. We analysed the equilibria and investigated their local stability behaviour. We also study transcritical, saddle-node, and Hopf bifurcations analytically and numerically. We derive the stability and direction conditions for periodic solutions. We identify conditions that lead to chaotic dynamics and rigorously demonstrate the existence of chaos. Furthermore, we formulated an optimal control problem that describes the dynamics of tumour-immune interactions, considering treatments such as radiotherapy and chemotherapy as control parameters. Our goal is to utilize optimal control theory to reduce the cost of radiotherapy and chemotherapy, minimize the harmful effects of medications on the body, and mitigate the burden of cancer cells by maintaining a sufficient population of healthy cells. Cost-effectiveness analysis is employed to identify the most economical strategy for reducing the disease burden. Additionally, we conduct a Latin hypercube sampling-based uncertainty analysis to observe the impact of parameter uncertainties on tumour growth, followed by a sensitivity analysis. Numerical simulations are presented to elucidate how dynamic behaviour of model is influenced by changes in system parameters. The numerical results validate the analytical findings and illustrate that a multi-therapeutic treatment plan can effectively reduce tumour burden within a given time frame of therapeutic intervention.
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Affiliation(s)
- Arjun Kumar
- Department of Mathematics, BITS Pilani, Pilani Campus, Pilani 333031, Rajasthan, India
| | - Uma S Dubey
- Department of Biological Sciences, BITS Pilani, Pilani Campus, Pilani 333031, Rajasthan, India
| | - Balram Dubey
- Department of Mathematics, BITS Pilani, Pilani Campus, Pilani 333031, Rajasthan, India.
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Huo RX, Jin YY, Zhuo YX, Ji XT, Cui Y, Wu XJ, Wang YJ, Zhang L, Zhang WH, Cai YM, Zheng CC, Cui RX, Wang QY, Sun Z, Wang FW. Concurrent chemoradiotherapy using gemcitabine and nedaplatin in recurrent or locally advanced head and neck squamous cell carcinoma. World J Clin Cases 2022; 10:3414-3425. [PMID: 35611190 PMCID: PMC9048568 DOI: 10.12998/wjcc.v10.i11.3414] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 01/14/2022] [Accepted: 03/06/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Patients with recurrent or locally advanced head and neck squamous cell carcinoma (HNSCC) typically have limited treatment options and poor prognosis.
AIM To evaluate the efficacy and safety of two drugs with potent radio-sensitization properties including gemcitabine and nedaplatin as concurrent chemoradiotherapy regimens in treating HNSCC.
METHODS This single-arm prospective study enrolled patients with HNSCC to receive gemcitabine on days 1 and 8 and nedaplatin on days 1 to 3 for 21 days. Intensity-modulated radiation therapy with a conventional fraction was delivered 5 days per week. Objective response rate (ORR), disease control rate, and toxicity were observed as primary endpoints. Overall survival (OS) and progression free survival were recorded and analyzed as secondary endpoints.
RESULTS A total of 24 patients with HNSCC were enrolled. During the median 22.4-mo follow-up, both ORR and disease control rate were 100%. The one-year OS was 75%, and one-year progression-free survival (PFS) was 66.7% (median PFS was 15.1 mo). Recurrent HNSCC patients had a poorer prognosis than the treatment-naïve patients, and patients who achieved complete response had better survival than those in the PR group (all P < 0.05). The most common grade 1-4 (100%) or grade 3-4 toxicities (75%) were hematological, and the most common grade 3-4 non-hematological toxicity was mucositis in 17 (71%) patients.
CONCLUSION Gemcitabine plus nedaplatin with concurrent chemoradiotherapy is a therapeutic option for HNSCC with predictable tolerability. Considering the high adverse event rate, the optimized dose and schedule must be further explored.
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Affiliation(s)
- Rui-Xue Huo
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Ying-Ying Jin
- School of Medicine, Nankai University, Tianjin 300000, China
| | - Yong-Xue Zhuo
- School of Medicine, Nankai University, Tianjin 300000, China
| | - Xiao-Tong Ji
- School of Medicine, Nankai University, Tianjin 300000, China
| | - Yu Cui
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Xiao-Jing Wu
- Laboratory of Oncologic Molecular Medicine, Tianjin Union Medical Center, Tianjin 300000, China
| | - Yi-Jia Wang
- Laboratory of Oncologic Molecular Medicine, Tianjin Union Medical Center, Tianjin 300000, China
| | - Long Zhang
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Wen-Hua Zhang
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Yu-Mei Cai
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Cheng-Cheng Zheng
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Rui-Xue Cui
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Qian-Ye Wang
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Zhen Sun
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
| | - Feng-Wei Wang
- Department of Oncology, Tianjin Union Medical Center, Tianjin 300000, China
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Vanderveken OM, Szturz P, Specenier P, Merlano MC, Benasso M, Van Gestel D, Wouters K, Van Laer C, Van den Weyngaert D, Peeters M, Vermorken J. Gemcitabine-Based Chemoradiation in the Treatment of Locally Advanced Head and Neck Cancer: Systematic Review of Literature and Meta-Analysis. Oncologist 2015; 21:59-71. [PMID: 26712958 DOI: 10.1634/theoncologist.2015-0246] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 08/18/2015] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Platinum-based concurrent chemoradiation (CCRT) improves locoregional control and overall survival of locoregionally advanced (LA) squamous cell carcinoma of the head and neck (SCCHN) when compared to radiotherapy alone, but this approach is hampered by significant toxicity. Therefore, alternative ways to enhance the radiation effects are worth investigating. Gemcitabine (2',2'-difluorodeoxycytidine), in addition to its activity against a variety of solid tumors, including SCCHN, is one of the most potent radiosensitizers, and it has an overall favorable safety profile. In this paper, the clinical experience with gemcitabine-based chemoradiation in the treatment of patients with LA-SCCHN is reviewed. METHODS We conducted a review of the literature on the clinical experience with radiotherapy combined with either single-agent gemcitabine or gemcitabine/cisplatin-based polychemotherapy for the treatment of patients with LA-SCCHN. We also searched abstracts in databases of major international oncology meetings from the last 20 years. A meta-analysis was performed to calculate pooled proportions with 95% confidence intervals (CIs) for complete response rate and grade 3-4 acute mucositis rate. RESULTS A total of 13 papers were eligible for the literature review. For schedules using a gemcitabine dose intensity (DI) below 50 mg/m(2) per week, the complete response rate was 86% (95% CI, 74%-93%) with grade 3-4 acute mucositis rate of 38% (95% CI, 27%-50%) and acceptable late toxicity. In one of the studies employing such low DIs, survival data were provided showing a 3-year overall survival of 50%. Compared with DI ≥50 mg/m(2) per week, there was no difference in the complete response rate (71%; 95% CI, 55%-83%; p = .087) but a significantly higher (p < .001) grade 3-4 acute mucositis rate of 74% (95% CI, 62%-83%), often leading to treatment interruptions (survival data provided in 8 studies; 3-year overall survival, 27%-63%). Late toxicity comprising mainly dysphagia was generally underreported, whereas information about xerostomia and skin fibrosis was scarce. CONCLUSION This review highlights the radiosensitizing potential of gemcitabine and suggests that even very low dosages (less than 50 mg/m(2) per week) provide a sufficient therapeutic ratio and therefore should be further investigated. Refinements in radiation schemes, including intensity-modulated radiation therapy, in combination with low-dose gemcitabine and targeted agents, such as cetuximab, are currently being investigated. IMPLICATIONS FOR PRACTICE Cisplatin-based concurrent chemoradiation (CCRT) has become the standard treatment of locally advanced head and neck cancer (LAHNC). This approach is hampered by significant toxicity. This paper reviews the studies using gemcitabine as an alternative radio-sensitizer for CCRT in patients with LAHNC. In this capacity, despite its mild intrinsic toxicity, gemcitabine comes with high rates of severe mucositis when used in dosages exceeding 50 mg/m(2) per week. CCRT with low-dose gemcitabine provides a sufficient therapeutic ratio, combining clinical activity, similar to the higher-dose regimens, with lower toxicity. Further investigation is warranted.
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Affiliation(s)
- Olivier M Vanderveken
- Department of Otolaryngology and Head and Neck Surgery, Antwerp University Hospital, Edegem, Antwerp, Belgium Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Petr Szturz
- Department of Medical Oncology, Antwerp University Hospital, Edegem, Antwerp, Belgium Department of Internal Medicine, Hematology and Oncology, University Hospital Brno, Brno, Czech Republic School of Medicine, Masaryk University, Brno, Czech Republic
| | - Pol Specenier
- Department of Medical Oncology, Antwerp University Hospital, Edegem, Antwerp, Belgium Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Marco C Merlano
- Department of Oncology, Santa Croce e Carle General Hospital, Cuneo, Italy
| | - Marco Benasso
- Department of Oncology, San Paolo Hospital, Savona, Italy
| | - Dirk Van Gestel
- Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium Department of Radiotherapy, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Kristien Wouters
- Scientific Coordination and Biostatistics, Antwerp University Hospital, Edegem, Antwerp, Belgium
| | - Carl Van Laer
- Department of Otolaryngology and Head and Neck Surgery, Antwerp University Hospital, Edegem, Antwerp, Belgium Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Danielle Van den Weyngaert
- Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium Department of Radiotherapy, Ziekenhuis Netwerk Antwerpen (ZNA), Antwerp, Belgium
| | - Marc Peeters
- Department of Medical Oncology, Antwerp University Hospital, Edegem, Antwerp, Belgium Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Jan Vermorken
- Department of Medical Oncology, Antwerp University Hospital, Edegem, Antwerp, Belgium Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
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Roca-Rodríguez MDM, García-Almeida JM, Ruiz-Nava J, Alcaide J, Lupiañez-Pérez Y, Rico-Pérez JM, Toledo-Serrano MD, Cardona F, Medina-Carmona JA, Tinahones FJ. Long-term effects of varying consumption of ω3 fatty acids in ear, nose and throat cancer patients: assessment 1 year after radiotherapy. Int J Food Sci Nutr 2014; 66:108-13. [PMID: 25265206 DOI: 10.3109/09637486.2014.953453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
A prospective 1-year follow-up study in ear, nose, and throat (ENT) cancer patients was carried out one year after radiotherapy to assess the effect of varying consumption of ω3 fatty acid according to whether they consumed more or less than the 50th percentile of ω3 fatty acids. Clinical, analytical, inflammatory (CRP and IL-6), and oxidative variables (TAC, GPx, GST, and SOD) were evaluated. The study comprised 31 patients (87.1% men), with a mean age of 61.3 ± 9.1 years. Hematological variables showed significant differences in the patients with a lower consumption of ω3 fatty acids. A lower mortality and longer survival were found in the group with ω3 fatty acid consumption ≥50th percentile but the differences were not significant. No significant difference was reached in toxicity, inflammation, and oxidative stress markers. The group with ω3 fatty acid consumption <50th percentile significantly experienced more hematological and immune changes.
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Affiliation(s)
- María Del Mar Roca-Rodríguez
- Biomedical Research Institute of Malaga (IBIMA), Virgen de la Victoria Hospital, University of Malaga , Málaga , Spain
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Onoda S, Kimata Y, Sugiyama N, Onoda T, Mizukawa N. Effects of radiation therapy on postoperative complications and adverse events in patients with head and neck reconstruction with flaps. Microsurgery 2014; 34:516-21. [PMID: 24817499 DOI: 10.1002/micr.22275] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Revised: 04/20/2014] [Accepted: 04/25/2014] [Indexed: 12/16/2022]
Abstract
BACKGROUND Radiation therapy is an essential treatment for head and neck cancer. However, the condition of the operative field is entirely altered after radiation therapy. This study aimed to examine the effects of preoperative radiation therapy on complications in patients who underwent head and neck reconstruction with flaps. METHODS We retrospectively reviewed 252 instances of head and neck reconstruction with flaps in 240 patients between October 2000 and May 2011 at Okayama University Hospital. Of the participants, 51 had preoperative radiation exposure (21.3%) and 189 had no radiation exposure (78.7%). Postoperative complications were divided into three categories: minor complications that healed with conservative medical treatment within 4 weeks without a need for surgery; major complications requiring reoperation within 1 week after surgery (reoperation); and major complications needing additional operation later than 1 week after surgery (additional operation). RESULTS Preoperative radiation therapy was only associated with major complications requiring reoperation later than 1 week after surgery (P < 0.001), open cervical wounds (P = 0.0030), and skin grafting for cervical skin necrosis (P = 0.0031) when compared to no radiation exposure. The results of flap failure were not significantly different between both groups (P = 0.3820). CONCLUSIONS Minor complications and reoperation in the early postoperative period were not influenced by radiation exposure. The complications of radiation tend to be protracted and associated with additional operation later than 1 week after the initial surgery. It was thought that shortening of the duration of treatment was successful when we needed to perform early additional operations.
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Affiliation(s)
- Satoshi Onoda
- Department of Plastic and Reconstructive Surgery, Graduate School of Medicine, Dentistry, and Pharmaceutical Science, University of Okayama, Okayama, Japan
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ROCA-RODRÍGUEZ M, GARCÍA-ALMEIDA J, LUPIAÑEZ-PÉREZ Y, RICO J, TOLEDO M, ALCAIDE-TORRES J, CARDONA F, MEDINA J, TINAHONES F. Effect of a specific supplement enriched with n-3 polyunsaturated fatty acids on markers of inflammation, oxidative stress and metabolic status of ear, nose and throat cancer patients. Oncol Rep 2013; 31:405-14. [DOI: 10.3892/or.2013.2806] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Accepted: 09/16/2013] [Indexed: 11/06/2022] Open
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