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Stanojevic A, Spasic J, Marinkovic M, Stojanovic-Rundic S, Jankovic R, Djuric A, Zoidakis J, Fijneman RJA, Castellvi-Bel S, Cavic M. Methylenetetrahydrofolate reductase polymorphic variants C677T and A1298C in rectal cancer in Slavic population: significance for cancer risk and response to chemoradiotherapy. Front Genet 2024; 14:1299599. [PMID: 38288161 PMCID: PMC10822895 DOI: 10.3389/fgene.2023.1299599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 12/31/2023] [Indexed: 01/31/2024] Open
Abstract
Background: Methylenetetrahydrofolate reductase (MTHFR) single nucleotide polymorphisms (SNPs) have been suggested as risk, prognostic, and predictive factors for colorectal cancer in various populations, but have not been validated so far. The aim of this study was to examine the association of MTHFR C677T (rs1801133) and A1298C (rs1801131) single nucleotide polymorphisms with the risk of rectal cancer as well as the response to neoadjuvant chemoradiotherapy (nCRT) based on 5-Fluorouracil (5-FU)/leucovorin (LV) in the locally advanced setting. Patients and methods: This case-control study included 119 healthy controls and 97 patients with locally advanced rectal cancer (LARC). For MTHFR genotyping, restriction fragment length polymorphism analysis (PCR-RFLP) was employed. Results: In silico analysis highlighted that SNPs C677T and A1298T correlate with MTHFR gene expression, and that gene expression profile correlates with cancer risk and stage. Using dominant and recessive models, it was found that the MTHFR 677CC vs. 677CT+677TT have increased risk of cancer development (odds ratio (OR): 2.27; 95% confidence interval (CI): 1.30-3.95, p = 0.002) as well as 677CC+677CT compared to 677TT (OR: 4.18, 95% CI: 1.16-14.99, p = 0.014). MTHFR 1298AA also shown increased risk for cancer development compared to 1298AC+1298CC (OR:2.0, 95% CI: 1.20-3.59, p = 0.035) Statistical analysis of combined genotypes highlighted the protective role of CT/AC combined genotype (OR: 3.15 95% CI: 1.576-6.279, p = 0.002) while the CC/AA genotype showed an increased risk for rectal cancer development (OR: 2.499, 95% CI: 1.246-5.081, p = 0.016) The carriers of the 677C/1298A haplotype had the highest risk for developing rectal cancer (OR: 1.74; 95% CI: 1.198-2.530, p = 0.002) while the 677T/1298C haplotype seems to provide a protective effect. (OR: 0.44; 95%CI 0.248-0.795, p = 0.003). No significant association with response to chemoradiotherapy was found. Conclusion: Our data point to MTHFR 667C allele and 1298A alleles as low-penetrance risk factors for rectal cancer in our population. To the best of our knowledge, this is the first study of this type performed on the Slavic population in the Western Balkan, as various population-based factors might also be significant our findings can be used for future meta-analyses and the construction of genetic cancer risk prediction panels.
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Affiliation(s)
- Aleksandra Stanojevic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Jelena Spasic
- Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Mladen Marinkovic
- Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Suzana Stojanovic-Rundic
- Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Radmila Jankovic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Ana Djuric
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Jerome Zoidakis
- Department of Biotechnology, Biomedical Research Foundation, Academy of Athens, Athens, Greece
- Department of Biology, National and Kapodistrian University of Athens, Athens, Greece
| | - Remond J A Fijneman
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Sergi Castellvi-Bel
- Gastroenterology Department, Fundació Recerca Clínic Barcelona-Institutd'Investigacions Biomèdiques August Pi iSunyer, Centro de Investigación Biomédicaen Red de Enfermedades Hepáticas y Digestivas, Clínic Barcelona, University of Barcelona, Barcelona, Spain
| | - Milena Cavic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
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2
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De Mattia E, Roncato R, Palazzari E, Toffoli G, Cecchin E. Germline and Somatic Pharmacogenomics to Refine Rectal Cancer Patients Selection for Neo-Adjuvant Chemoradiotherapy. Front Pharmacol 2020; 11:897. [PMID: 32625092 PMCID: PMC7311751 DOI: 10.3389/fphar.2020.00897] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 06/02/2020] [Indexed: 12/25/2022] Open
Abstract
Neoadjuvant chemoradiotherapy (nCRT) followed by radical surgery is the standard of care for patients with Locally Advanced Rectal Cancer (LARC). Current selection for nCRT is based on clinical criteria regardless of any molecular marker. Pharmacogenomics may be a useful strategy to personalize and optimize nCRT in LARC. This review aims to summarize the most recent and relevant findings about the role of germline and somatic pharmacogenomics in the prediction of nCRT outcome in patients with LARC, discussing the state of the art of their application in the clinical practice. A systematic literature search of the PubMed database was completed to identify relevant English-language papers published up to January 2020. The chemotherapeutic backbone of nCRT is represented by fluoropyrimidines, mainly metabolized by DPD (Dihydro-Pyrimidine Dehydrogenase, DPYD). The clinical impact of testing DPYD*2A, DPYD*13, c.2846A > T and c.1236G > A-HapB3 before a fluoropyrimidines administration to increase treatment safety is widely acknowledged. Other relevant target genes are TYMS (Thymidylate Synthase) and MTHFR (Methylene-Tetrahydro-Folate Reductase), whose polymorphisms were mainly studied as potential markers of treatment efficacy in LARC. A pivotal role of a TYMS polymorphism in the gene promoter region (rs34743033) was reported and was pioneeringly used to guide nCRT treatment in a phase II study. The pharmacogenomic analysis of other pathways mostly involved in the cellular response to radiation damage, as the DNA repair and the activation of the inflammatory cascade, provided less consistent results. A high rate of somatic mutation in genes belonging to PI3K (Phosphatidyl-Inositol 3-Kinase) and MAPK (Mitogen-Activated Protein Kinase) pathways, as BRAF (V-raf murine sarcoma viral oncogene homolog B1), KRAS (Kirsten Rat Sarcoma viral oncogene homolog), NRAS (Neuroblastoma RAS viral (v-ras) oncogene homolog), PIK3CA (Phosphatidyl-Inositol-4,5-bisphosphate 3-Kinase, Catalytic Subunit Alpha), as well as TP53 (Tumor Protein 53) was reported in LARC. Their pharmacogenomic role, already defined in colorectal cancer, is under investigation in LARC with promising results concerning specific somatic mutations in KRAS and TP53, as predictors of tumor response and prognosis. The availability of circulating tumor DNA in plasma may also represent an opportunity to monitor somatic mutations in course of therapy.
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Affiliation(s)
- Elena De Mattia
- Clinical and Experimental Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - Rossana Roncato
- Clinical and Experimental Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - Elisa Palazzari
- Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Giuseppe Toffoli
- Clinical and Experimental Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - Erika Cecchin
- Clinical and Experimental Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
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3
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Chen XL, Wang YM, Zhao F, Chen Z, Yang X, Sun C, Gao Y, Yang TG, Tian G, Chen YM, Zhu SL, Lin XB, Liu FB. Methylenetetrahydrofolate reductase polymorphisms and colorectal cancer prognosis: A meta-analysis. J Gene Med 2019; 21:e3114. [PMID: 31330573 PMCID: PMC6851539 DOI: 10.1002/jgm.3114] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 05/30/2019] [Accepted: 07/15/2019] [Indexed: 12/31/2022] Open
Abstract
Background The present study focused on understanding the prognostic value of the methylenetetrahydrofolate reductase (MTHFR) single nucleotide polymorphisms rs1801133 (C667T) and rs1801131 (A1298C) in patients with colorectal cancer (CRC). Methods A systematic literature search was conducted in March 2016. Databases, including Medline, EMBASE, Cochrane and Chinese databases (including CNKI, Wanfang and VIP), were searched to identify the relevant articles describing MTHFR polymorphisms in patients with CRC. Data regarding overall survival (OS), progression‐free survival (PFS) and disease‐free survival (DFS) were collected and analysed. Results Twenty‐four studies with 5423 patients with CRC were included. Significant differences in OS, PFS and DFS were not observed among the different comparisons of patients carrying different alleles of the MTHFR rs1801133 polymorphism (including TT versus CC, TT versus CT + CC, CT + TT versus CC and CT versus CC). Compared with patients with the rs1801131 CA + AA genotypes, patients with the CC genotype had a shorter OS (hazard ratio = 1.85; 95% confidence interval = 1.30–2.65) and DFS (hazard ratio = 2.16; 95% confidence interval= 1.19–3.93). Significant differences in OS, PFS and DFS were not observed among the other patient groups (including CC versus AA, CC + CA versus AA and CA versus AA). Subgroup analysis of rs1801133 and rs1801131 showed that patients with CRC from Asian regions and Western regions demonstrated similar results. Conclusions The MTHFR rs1801133 polymorphism was not associated with the prognosis of patients with CRC; however, rs1801131 may be associated with the prognosis of patients with CRC. Well‐designed prospective studies are necessary to obtain a better understanding of the prognostic value of rs1801133 and rs1801131.
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Affiliation(s)
- Xin-Lin Chen
- School of Basic Medical Science, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yu-Mei Wang
- Department of Pharmacology, School of Chinese Material Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Fei Zhao
- School of Basic Medical Science, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zheng Chen
- The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Xiaofei Yang
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Cong Sun
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China
| | - Yunpeng Gao
- Eugene McDermott Center for Human Growth & Development, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tian-Ge Yang
- School of Acupuncture and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Guo Tian
- School of Acupuncture and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yi-Ming Chen
- School of Basic Medical Science, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Shui-Lian Zhu
- The First Clinical College, The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiao-Bing Lin
- Personnel Department, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Feng-Bin Liu
- The First Clinical College, The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
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4
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Macaire P, Morawska K, Vincent J, Quipourt V, Marilier S, Ghiringhelli F, Bengrine-Lefevre L, Schmitt A. Therapeutic drug monitoring as a tool to optimize 5-FU-based chemotherapy in gastrointestinal cancer patients older than 75 years. Eur J Cancer 2019; 111:116-125. [PMID: 30849685 DOI: 10.1016/j.ejca.2019.01.102] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 01/21/2019] [Accepted: 01/27/2019] [Indexed: 10/27/2022]
Abstract
AIMS Most clinical trials exclude elderly people, leading to a limited understanding of the benefit-to-risk ratio in this population. Despite existing data regarding the oncological management of elderly receiving fluorouracil (5-FU)-based regimen, our objective was to investigate 5-FU exposure/toxicity relationship in patients ≥75 years and compare the effectiveness of 5-FU therapeutic drug monitoring between elderly and younger patients. METHODS Hundred fifty-four patients (31 of whom are older than 75 years) with gastrointestinal cancers, who were to receive 5-FU-based regimens, were included in our study. At cycle 1 (C1), the 5-FU dose was calculated using patient's body surface area, then a blood sample was drawn to measure 5-FU concentration and 5-FU dose was adjusted at the subsequent cycles based on C1 concentration. Assessments of toxicity were performed at the beginning of every cycle. RESULTS Seventy-one percent of elderly patients required dose adjustments after C1, compared with 50% for younger patients. Percentages of patients within 5-FU area under the curve range at cycle 2 were 64% and 68%, respectively, for elderly and younger patients. The proportion of elderly patients experiencing severe toxicities fell from 15% at C1 to only 5% at cycle 3. CONCLUSION Pharmacokinetic-guided 5-FU-dosing algorithm, leading to an improved tolerability while remaining within therapeutic concentration range, is even more valuable for patients older than 75 years than in younger patients.
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Affiliation(s)
- Pauline Macaire
- Pharmacy Department, Centre Georges-François Leclerc, 1 rue Pr. Marion, 21000 Dijon, France; INSERM U1231, University of Burgundy Franche-Comté, 7 Bd Jeanne d'Arc, 21000 Dijon, France
| | - Katarzyna Morawska
- Pharmacy Department, Centre Georges-François Leclerc, 1 rue Pr. Marion, 21000 Dijon, France
| | - Julie Vincent
- Medical Oncology Deparment, Centre Georges-François Leclerc, 1 rue Pr. Marion, 21000 Dijon, France
| | - Valérie Quipourt
- Department of Geriatrics and Internal Medicine, Hospital of Champmaillot, University Hospital, 21079 Dijon, France; Geriatric Oncology Coordination Unit in Burgundy, University Hospital, 21079 Dijon, France
| | - Sophie Marilier
- Department of Geriatrics and Internal Medicine, Hospital of Champmaillot, University Hospital, 21079 Dijon, France; Geriatric Oncology Coordination Unit in Burgundy, University Hospital, 21079 Dijon, France
| | - François Ghiringhelli
- INSERM U1231, University of Burgundy Franche-Comté, 7 Bd Jeanne d'Arc, 21000 Dijon, France; Medical Oncology Deparment, Centre Georges-François Leclerc, 1 rue Pr. Marion, 21000 Dijon, France
| | - Leila Bengrine-Lefevre
- Medical Oncology Deparment, Centre Georges-François Leclerc, 1 rue Pr. Marion, 21000 Dijon, France
| | - Antonin Schmitt
- Pharmacy Department, Centre Georges-François Leclerc, 1 rue Pr. Marion, 21000 Dijon, France; INSERM U1231, University of Burgundy Franche-Comté, 7 Bd Jeanne d'Arc, 21000 Dijon, France.
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5
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Ose J, Botma A, Balavarca Y, Buck K, Scherer D, Habermann N, Beyerle J, Pfütze K, Seibold P, Kap EJ, Benner A, Jansen L, Butterbach K, Hoffmeister M, Brenner H, Ulrich A, Schneider M, Chang‐Claude J, Burwinkel B, Ulrich CM. Pathway analysis of genetic variants in folate-mediated one-carbon metabolism-related genes and survival in a prospectively followed cohort of colorectal cancer patients. Cancer Med 2018; 7:2797-2807. [PMID: 29845757 PMCID: PMC6051204 DOI: 10.1002/cam4.1407] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 01/13/2018] [Accepted: 01/23/2018] [Indexed: 01/15/2023] Open
Abstract
Folate-mediated one-carbon metabolism (FOCM) is a key pathway essential for nucleotide synthesis, DNA methylation, and repair. This pathway is a critical target for 5-fluorouracil (5-FU), which is predominantly used for colorectal cancer (CRC) treatment. A comprehensive assessment of polymorphisms in FOCM-related genes and their association with prognosis has not yet been performed. Within 1,739 CRC cases aged ≥30 years diagnosed from 2003 to 2007 (DACHS study), we investigated 397 single nucleotide polymorphisms (SNPs) and 50 candidates in 48 FOCM-related genes for associations with overall- (OS) and disease-free survival (DFS) using multiple Cox regression (adjusted for age, sex, stage, grade, BMI, and alcohol). We investigated effect modification by 5-FU-based chemotherapy and assessed pathway-specific effects. Correction for multiple testing was performed using false discovery rates (FDR). After a median follow-up time of 5.0 years, 585 patients were deceased. For one candidate SNP in MTHFR and two in TYMS, we observed significant inverse associations with OS (MTHFR: rs1801133, C677T: HRhet = 0.81, 95% CI: 0.67-0.97; TYMS: rs1001761: HRhet = 0.82, 95% CI: 0.68-0.99 and rs2847149: HRhet = 0.82, 95% CI: 0.68-0.99). After FDR correction, one polymorphism in paraoxonase 1 (PON1; rs3917538) was significantly associated with OS (HRhet = 1.28, 95% CI: 1.07-1.53; HRhzv = 2.02, 95% CI:1.46-2.80; HRlogAdd = 1.31, pFDR = 0.01). Adjusted pathway analyses showed significant associations for pyrimidine biosynthesis (P = 0.04) and fluorouracil drug metabolism (P < 0.01) with significant gene-chemotherapy interactions, including PON1 rs3917538. This study supports the concept that FOCM-related genes could be associated with CRC survival and may modify effects of 5-FU-based chemotherapy in genes in pyrimidine and fluorouracil metabolism, which are relevant targets for therapeutic response and prognosis in CRC. These results require confirmation in additional clinical studies.
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Affiliation(s)
- Jennifer Ose
- Department of Population Health SciencesHuntsman Cancer InstituteUniversity of UtahSalt Lake CityUtah
| | - Akke Botma
- Division of Preventive OncologyNational Center for Tumor Diseases and German Cancer Research CenterHeidelbergGermany
| | - Yesilda Balavarca
- Division of Preventive OncologyNational Center for Tumor Diseases and German Cancer Research CenterHeidelbergGermany
| | - Katharina Buck
- Division of Preventive OncologyNational Center for Tumor Diseases and German Cancer Research CenterHeidelbergGermany
| | - Dominique Scherer
- Institute of Medical Biometry and InformaticsUniversity of HeidelbergHeidelbergGermany
| | - Nina Habermann
- Genome Biology, European Molecular Biology LaboratoryGerman Cancer Research Center and National Center for Tumor DiseasesHeidelbergGermany
- Division of Molecular EpidemiologyGerman Cancer Research CenterHeidelbergGermany
| | - Jolantha Beyerle
- Division of Preventive OncologyNational Center for Tumor Diseases and German Cancer Research CenterHeidelbergGermany
| | - Katrin Pfütze
- Division of Preventive OncologyNational Center for Tumor Diseases and German Cancer Research CenterHeidelbergGermany
- Division Molecular Biology of Breast CancerDepartment of Gynecology and ObstetricsUniversity of HeidelbergHeidelbergGermany
| | - Petra Seibold
- Division of Cancer Epidemiology German Cancer Research CenterHeidelbergGermany
| | - Elisabeth J. Kap
- Division of Cancer Epidemiology German Cancer Research CenterHeidelbergGermany
| | - Axel Benner
- Division of BiostatisticsGerman Cancer Research CenterHeidelbergGermany
| | - Lina Jansen
- Division of Cancer Epidemiology German Cancer Research CenterHeidelbergGermany
| | - Katja Butterbach
- Division of Cancer Epidemiology German Cancer Research CenterHeidelbergGermany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging ResearchGerman Cancer Research CenterHeidelbergGermany
| | - Hermann Brenner
- Division of Preventive OncologyNational Center for Tumor Diseases and German Cancer Research CenterHeidelbergGermany
- Division of Clinical Epidemiology and Aging ResearchGerman Cancer Research CenterHeidelbergGermany
| | - Alexis Ulrich
- Clinic for General, Visceral and Transplantation SurgeryHeidelberg University HospitalHeidelbergGermany
| | - Martin Schneider
- Clinic for General, Visceral and Transplantation SurgeryHeidelberg University HospitalHeidelbergGermany
| | - Jenny Chang‐Claude
- Division Molecular Biology of Breast CancerDepartment of Gynecology and ObstetricsUniversity of HeidelbergHeidelbergGermany
| | - Barbara Burwinkel
- Division of Molecular EpidemiologyGerman Cancer Research CenterHeidelbergGermany
- Division Molecular Biology of Breast CancerDepartment of Gynecology and ObstetricsUniversity of HeidelbergHeidelbergGermany
| | - Cornelia M. Ulrich
- Department of Population Health SciencesHuntsman Cancer InstituteUniversity of UtahSalt Lake CityUtah
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6
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The association of polymorphisms in folate-metabolizing genes with response to adjuvant chemotherapy of colorectal cancer. Cancer Chemother Pharmacol 2018; 82:237-243. [DOI: 10.1007/s00280-018-3608-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 05/22/2018] [Indexed: 10/16/2022]
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7
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Song K, Zhao W, Wang W, Zhang N, Wang K, Chang Z. Individualized predictive signatures for 5-fluorouracil-based chemotherapy in right- and left-sided colon cancer. Cancer Sci 2018; 109:1939-1948. [PMID: 29700901 PMCID: PMC5989868 DOI: 10.1111/cas.13622] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2018] [Revised: 04/07/2018] [Accepted: 04/15/2018] [Indexed: 12/15/2022] Open
Abstract
5‐Fluorouracil (5‐FU)‐based adjuvant chemotherapy (ACT) is widely used for the treatment of colon cancer. Colon cancers with different primary tumor locations are clinically and molecularly distinct, implied through their response to 5‐FU‐based ACT. In this work, using 69 and 133 samples of patients with stage II‐III right‐sided and left‐sided colon cancer (RCC and LCC) treated with post‐surgery 5‐FU‐based ACT, we preselected gene pairs whose relative expression orderings were significantly correlated with the disease‐free survival of patients by univariate Cox proportional hazards model. Then, from the identified prognostic‐related gene pairs, a forward‐stepwise selection algorithm was formulated to search for an optimal subset of gene pairs that resulted in the highest concordance index, referred to as the gene pair signature (GPS). We identified prognostic signatures, 3‐GPS and 5‐GPS, for predicting response to 5‐FU‐based ACT of patients with RCC and LCC, respectively, which were validated in independent datasets of GSE14333 and GSE72970. With the aid of the signatures, the transcriptional and genomic characteristics between the predicted responders and non‐responders were explored. Notably, both in RCC and LCC, the predicted responders to 5‐FU‐based ACT were characterized by hypermutation, whereas the predicted non‐responders were characterized by frequent copy number alternations. Finally, in comparison with the established relative expression ordering‐based signature, which was developed without considering the differences between RCC and LCC, the newly proposed signatures had a better predictive performance. In conclusion, 3‐GPS or 5‐GPS can robustly predict response to 5‐FU‐based ACT for patients with RCC or LCC, respectively, in an individual level.
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Affiliation(s)
- Kai Song
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Wenyuan Zhao
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Wen Wang
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Na Zhang
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Kai Wang
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Zhiqiang Chang
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
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8
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Kim JE, Choi J, Park J, Park C, Lee SM, Park SE, Song N, Chung S, Sung H, Han W, Lee JW, Park SK, Kim MK, Noh DY, Yoo KY, Kang D, Choi JY. Associations between genetic polymorphisms of membrane transporter genes and prognosis after chemotherapy: meta-analysis and finding from Seoul Breast Cancer Study (SEBCS). THE PHARMACOGENOMICS JOURNAL 2018; 18:633-645. [PMID: 29618765 DOI: 10.1038/s41397-018-0016-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 10/13/2017] [Accepted: 12/04/2017] [Indexed: 12/30/2022]
Abstract
Membrane transporters can be major determinants of the pharmacokinetic profiles of anticancer drugs. The associations between genetic variations of ATP-binding cassette (ABC) and solute carrier (SLC) genes and cancer survival were investigated through a meta-analysis and an association study in the Seoul Breast Cancer Study (SEBCS). Including the SEBCS, the meta-analysis was conducted among 38 studies of genetic variations of transporters on various cancer survivors. The population of SEBCS consisted of 1338 breast cancer patients who had been treated with adjuvant chemotherapy. A total of 7750 SNPs were selected from 453 ABC and/or SLC genes typed by an Affymetrix 6.0 chip. ABCB1 rs1045642 was associated with poor progression-free survival in a meta-analysis (HR = 1.33, 95% CI: 1.07-1.64). ABCB1, SLC8A1, and SLC12A8 were associated with breast cancer survival in SEBCS (Pgene < 0.05). ABCB1 rs1202172 was differentially associated with survival depending on the chemotherapy (Pinteraction = 0.035). Our finding provides suggestive associations of membrane transporters on cancer survival.
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Affiliation(s)
- Ji-Eun Kim
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - Jaesung Choi
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - JooYong Park
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - Chulbum Park
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - Se Mi Lee
- College of Pharmacy Chonnam National University, Gwangju, Korea
| | - Seong Eun Park
- College of Pharmacy, Duksung Women's university, Seoul, Korea
| | - Nan Song
- Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Seokang Chung
- Division for New Health Technology Assessment, National Evidence-based Healthcare Collaborating Agency, Seoul, Korea
| | - Hyuna Sung
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Wonshik Han
- Cancer Research Institute, Seoul National University, Seoul, Korea.,Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Jong Won Lee
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sue K Park
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea.,Cancer Research Institute, Seoul National University, Seoul, Korea.,Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Mi Kyung Kim
- Division of Cancer Epidemiology and Management, National Cancer Center, Goyang, Korea
| | - Dong-Young Noh
- Cancer Research Institute, Seoul National University, Seoul, Korea.,Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Keun-Young Yoo
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea.,The Armed Forces Capital Hospital, Seongnam, Korea
| | - Daehee Kang
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea.,Cancer Research Institute, Seoul National University, Seoul, Korea.,Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea.,Institute of Environmental Medicine, Seoul National University Medical Research Center, Seoul, Korea
| | - Ji-Yeob Choi
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea. .,Cancer Research Institute, Seoul National University, Seoul, Korea. .,Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea.
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9
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Dreussi E, Pucciarelli S, De Paoli A, Polesel J, Canzonieri V, Agostini M, Friso ML, Belluco C, Buonadonna A, Lonardi S, Zanusso C, De Mattia E, Toffoli G, Cecchin E. Predictive role of microRNA-related genetic polymorphisms in the pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer patients. Oncotarget 2017; 7:19781-93. [PMID: 26934318 PMCID: PMC4991418 DOI: 10.18632/oncotarget.7757] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Accepted: 02/16/2016] [Indexed: 12/23/2022] Open
Abstract
In rectal cancer, a pathologic complete response (pCR) to pre-operative treatment is a favourable prognostic marker, but is reported in a minority of the patients. We aimed at identifying microRNA-related host genetic polymorphisms predictive of pCR. A panel of 114 microRNA-related tagging polymorphisms was selected and analyzed on 265 locally advanced rectal cancer patients treated with neoadjuvant chemo-radiotherapy. Patients were stratified in two subgroups according to the radiotherapy dose (50.4Gy for 202 patients, 55.0Gy for 78 patients). Interactions among genetic and clinical-pathological variants were investigated by recursive partitioning analysis. Only polymorphisms with a consistent significant effect in the two subgroups of patients were selected as predictive markers of pCR. The results were validated by bootstrap analysis. SMAD3-rs744910, SMAD3-rs745103, and TRBP-rs6088619 were associated to an increased chance of pCR (p=0.0153, p=0.0471, p=0.0125). DROSHA-rs10719 and SMAD3-rs17228212 had an opposite detrimental effect on pathological tumour response (p=0.0274, p=0.0049). Recursive partitioning analysis highlighted that a longer interval time between the end of radiotherapy and surgery increases the chance of pCR in patients with a specific combination of SMAD3-rs744910 and TRBP-rs6088619 genotypes. This study demonstrated that microRNA-related host genetic polymorphisms can predict pCR to neo-adjuvant chemo-radiotherapy, and could be used to personalize the interval time between the end of radiotherapy and surgery.
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Affiliation(s)
- Eva Dreussi
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Salvatore Pucciarelli
- Department of Surgical, Oncological and Gastroenterological Sciences, Section of Surgery, University of Padova, Padua, Italy
| | - Antonino De Paoli
- Radiation Oncology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Jerry Polesel
- Epidemiology and Biostatistics, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Vincenzo Canzonieri
- Pathology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Marco Agostini
- Department of Surgical, Oncological and Gastroenterological Sciences, Section of Surgery, University of Padova, Padua, Italy.,Nano Inspired Biomedicine Laboratory, Istituto di Ricerca Pediatrica, Città della Speranza, Padua, Italy.,Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas, USA
| | - Maria Luisa Friso
- Radiation Oncology, Istituto Oncologico Veneto, IRCCS, Padova, Italy
| | - Claudio Belluco
- Surgical Oncology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Angela Buonadonna
- Medical Oncology B, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Sara Lonardi
- Medical Oncology 1, Istituto Oncologico Veneto, IRCCS, Padova, Italy
| | - Chiara Zanusso
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Elena De Mattia
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - Erika Cecchin
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
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Yeh CC, Lai CY, Chang SN, Hsieh LL, Tang R, Sung FC, Lin YK. Polymorphisms of MTHFR C677T and A1298C associated with survival in patients with colorectal cancer treated with 5-fluorouracil-based chemotherapy. Int J Clin Oncol 2017; 22:484-493. [DOI: 10.1007/s10147-016-1080-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 12/19/2016] [Indexed: 02/07/2023]
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11
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Dreussi E, Cecchin E, Polesel J, Canzonieri V, Agostini M, Boso C, Belluco C, Buonadonna A, Lonardi S, Bergamo F, Gagno S, De Mattia E, Pucciarelli S, De Paoli A, Toffoli G. Pharmacogenetics Biomarkers and Their Specific Role in Neoadjuvant Chemoradiotherapy Treatments: An Exploratory Study on Rectal Cancer Patients. Int J Mol Sci 2016; 17:ijms17091482. [PMID: 27608007 PMCID: PMC5037760 DOI: 10.3390/ijms17091482] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 08/11/2016] [Accepted: 08/18/2016] [Indexed: 12/12/2022] Open
Abstract
Background: Pathological complete response (pCR) to neoadjuvant chemoradiotherapy (CRT) in locally advanced rectal cancer (LARC) is still ascribed to a minority of patients. A pathway based-approach could highlight the predictive role of germline single nucleotide polymorphisms (SNPs). The primary aim of this study was to define new predictive biomarkers considering treatment specificities. Secondary aim was to determine new potential predictive biomarkers independent from radiotherapy (RT) dosage and cotreatment with oxaliplatin. Methods: Thirty germ-line SNPs in twenty-one genes were selected according to a pathway-based approach. Genetic analyses were performed on 280 LARC patients who underwent fluoropyrimidine-based CRT. The potential predictive role of these SNPs in determining pathological tumor response was tested in Group 1 (94 patients undergoing also oxaliplatin), Group 2 (73 patients treated with high RT dosage), Group 3 (113 patients treated with standard RT dosage), and in the pooled population (280 patients). Results: Nine new predictive biomarkers were identified in the three groups. The most promising one was rs3136228-MSH6 (p = 0.004) arising from Group 3. In the pooled population, rs1801133-MTHFR showed only a trend (p = 0.073). Conclusion: This exploratory study highlighted new potential predictive biomarkers of neoadjuvant CRT and underlined the importance to strictly define treatment peculiarities in pharmacogenetic analyses.
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Affiliation(s)
- Eva Dreussi
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Erika Cecchin
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Jerry Polesel
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Vincenzo Canzonieri
- Pathology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Marco Agostini
- First Surgical Clinic Section, Department of Surgical, Oncological and Gastroenterological Sciences, University of Padua, Padova 35128, Italy.
- Nano-Inspired Biomedicine Laboratory, Institute of Pediatric Research-Città della Speranza, Corso Stati Uniti 4, Padova 35127, Italy.
- Department of Nanomedicine, The Methodist Hospital Research Institute, 6670 Bertner Avenue, Houston, TX 77030, USA.
| | - Caterina Boso
- Radiation Oncology, Istituto Oncologico Veneto-IRCCS, Padova 35128, Italy.
| | - Claudio Belluco
- Surgical Oncology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Angela Buonadonna
- Medical Oncology B, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33801, Italy.
| | - Sara Lonardi
- Medical Oncology 1, Istituto Oncologico Veneto-IRCCS, Padova 35128, Italy.
| | - Francesca Bergamo
- Medical Oncology 1, Istituto Oncologico Veneto-IRCCS, Padova 35128, Italy.
| | - Sara Gagno
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Elena De Mattia
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Salvatore Pucciarelli
- First Surgical Clinic Section, Department of Surgical, Oncological and Gastroenterological Sciences, University of Padua, Padova 35128, Italy.
| | - Antonino De Paoli
- Radiation Oncology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano 33081, Italy.
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12
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Matsusaka S, Lenz HJ. Pharmacogenomics of fluorouracil -based chemotherapy toxicity. Expert Opin Drug Metab Toxicol 2015; 11:811-21. [PMID: 25800061 DOI: 10.1517/17425255.2015.1027684] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
INTRODUCTION 5- fluorouracil (5-FU), alone or in combination, is the most prevalent and effective chemotherapeutic agent for the treatment of cancers of the head and neck, breast, pancreas and gastrointestinal tract. AREAS COVERED Three rare DPYD mutations, a splice mutation in intron 14 (c.1905+1G>A) and two nonsynonymous coding variants (c.1679T>G, c.2846A>T), have consistently been associated with severe 5-FU toxicity. A relatively common haplotype, hapB3, containing three intronic polymorphisms (c.483+18G>A; c.680+139G>A; c.959-51T>C) and a synonymous mutation c.1236G>A linked to c.1129-5923C>G, is a major contributor to early onset severe toxicity. TYMS VNTR 2R and TYMS-3'-UTR 6-bp ins-del variants were associated with global toxicity in capecitabine-treated patients. A candidate gene study of capecitabine-related toxicity reported that the s12132152 were strongly associated with hand-foot syndrome (HFS), whereas rs7548189 was associated with diarrhea. The rs2612091 and rs2741171, which are downstream of TYMS and intronic for ENOSF1, were associated with increased global toxicity and HFS. EXPERT OPINION Sex-dependent differences, ethnicity, cancer types and 5-FU-based chemotherapy regimens might affect the heterogeneity of genetic variants for predictive 5-FU-related toxicity. Future approaches using genome-wide association analyses may help in identifying additional candidate genes causally involved in the path mechanisms of 5-FU-related toxicity.
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Affiliation(s)
- Satoshi Matsusaka
- University of Southern California, Keck School of Medicine, Norris Comprehensive Cancer Center, Division of Medical Oncology , Los Angeles, CA , USA
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