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Alam NF, Ahmed R, Mahmud Z, Tamanna S, Shaon MA, Howlader MZH. Genetic association and computational analysis of MTHFR gene polymorphisms rs1801131 and rs1801133 with breast cancer in the Bangladeshi population. Sci Rep 2024; 14:24232. [PMID: 39414907 PMCID: PMC11484754 DOI: 10.1038/s41598-024-75656-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 10/07/2024] [Indexed: 10/18/2024] Open
Abstract
Methylenetetrahydrofolate reductase (MTHFR) plays a crucial role in regulating one-carbon metabolism. Polymorphisms within the MTHFR gene have been found to increase the risk of breast cancer in different populations. In this study, we evaluated the association of polymorphisms of the MTHFR gene (rs1801133 and rs1801131) with the risk of breast cancer in the Bangladeshi population. This case‒control study included 202 breast cancer patients and 104 healthy controls. After the organic extraction of DNA, genotyping was performed via the PCR-RFLP method. Sanger sequencing was performed to validate the RFLP data. Statistical analyses were performed to evaluate the associations of the polymorphisms. Different computational tools were used to predict the structural and functional consequences of the SNPs. Our study revealed that the MTHFR gene polymorphism rs1801131 is associated with an increased risk of developing breast cancer (p < 0.001, OR = 3.85, 95% CI = 2.06-7.25 for the AC genotype and p < 0.001, OR = 7.82, 95% CI = 2.69-22.05 for the CC genotype). An association was also observed in the dominant model (AC + CC) (p < 0.001, OR = 4.19, 95% CI = 2.28-7.78). For rs1801131, premenopausal status was significantly associated with breast cancer risk (p < 0.001). For rs1801133, no significant association was found with breast cancer risk (p > 0.05, OR = 1.57, 95% CI = 0.90-2.74 for the CT genotype; p > 0.05, OR = 1.35, 95% CI = 0.36-4.92 for the TT genotype). Computational analyses predicted rs1801131 to be tolerated and rs1801133 to be deleterious. Structural analyses demonstrated no significant changes in protein structure but revealed alterations in neighboring interactions according to both bond distances and angles. In conclusion, rs1801131 but not rs1801133 is significantly associated with breast cancer risk in the Bangladeshi population. Moreover, in silico analyses demonstrated changes in the interaction pattern of polymorphic residues with adjacent amino acids.
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Affiliation(s)
- Nazia Fairooz Alam
- Laboratory of Nutrition and Health Research, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Rubaiat Ahmed
- Molecular Biotechnology Division, National Institute of Biotechnology, Ganakbari, Ashulia, Savar, Dhaka, 1349, Bangladesh
| | - Zimam Mahmud
- Laboratory of Nutrition and Health Research, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Sonia Tamanna
- Laboratory of Nutrition and Health Research, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Md Akeruzzaman Shaon
- Laboratory of Nutrition and Health Research, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Md Zakir Hossain Howlader
- Laboratory of Nutrition and Health Research, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh.
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Hoefer CC, Hollon LK, Campbell JA. The Role of the Human Gutome on Chronic Disease: A Review of the Microbiome and Nutrigenomics. Clin Lab Med 2022; 42:627-643. [PMID: 36368787 DOI: 10.1016/j.cll.2022.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Carrie C Hoefer
- James L. Winkle College of Pharmacy, University of Cincinnati, 231 Albert Sabin Way, MSB 3005, Cincinnati, OH 45267, USA.
| | - Leah K Hollon
- Richmond Natural Medicine, National University of Natural Medicine Residency, 9211 Forest Hill Avenue, Richmond, VA 23235, USA
| | - Jennifer A Campbell
- Manchester University, College of Pharmacy, Natural, and Health Sciences, 10627 Diebold Road, Fort Wayne, IN 46845, USA
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3
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Ramos-Esquivel A, Chinchilla-Monge R, Abbas J, Valle M. C677T and A1298C MTHFR gene polymorphisms and response to fluoropyrimidine-based chemotherapy in Mestizo patients with metastatic colorectal cancer. Pharmacogenet Genomics 2021; 31:191-199. [PMID: 34116533 DOI: 10.1097/fpc.0000000000000440] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To assess the association between C677T and A1298C methylenetetrahydrofolate reductase (MTHFR) single-nucleotide polymorphisms (SNPs) and response to first-line fluoropyrimidine-based chemotherapy for metastatic colorectal adenocarcinoma. METHODS A total of 68 patients were prospectively followed up in San Juan de Dios Hospital (San José, Costa Rica) from January 2019 to November 2020. Patients received first-line therapy with capecitabine or 5-fluorouracil in combination with oxaliplatin or irinotecan. Germline and somatic DNA was extracted from blood samples and paraffin-embedded tissue, respectively. Overall response rate (partial response + complete response) was assessed according to RECIST 1.1 criteria. Cox regression models were performed to identify the effect of MTHFR C677T and A1298C SNPs on progression-free survival (PFS) and overall survival (OS) (NCT registration number: 03852290). RESULTS Patients harboring one or both T alleles of the MTHFR C677T SNP had better overall response than homozygous wild-type individuals [odds ratio (OR): 3.21; 95% confidence interval (CI), 1.05-9.81; P = 0.03]. No association was found between the MTHFR A1298C genotypes and overall response (OR: 0.75; 95% CI, 0.26-2.20; P = 0.60). Patients with the MTHFR 677 TT and CT genotypes had longer PFS than CC individuals (hazard ratio: 0.53; 95% CI, 0.28-0.98; P = 0.045), even after adjustment for confounders (hazard ratio: 0.50; 95% CI, 0.25-0.98; P = 0.04). We found no association between the MTHFR A1298C SNP and PFS (hazard ratio: 1.35; 95% CI, 0.72-2.55; P = 0.34). None of the SNPs was associated with OS. CONCLUSION Patients carrying at least one mutant allele of the MTHFR C677T SNP had a better overall response and longer PFS than wild-type homozygous patients.
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Affiliation(s)
- Allan Ramos-Esquivel
- Departament de Farmacologia, Terapèutica i Toxicologia, Universitat Autònoma de Barcelona, Bellaterra, Spain
- Centro de Investigaciones en Hematología y Trastornos Afines, CIHATA, Universidad de Costa Rica
| | | | - Jad Abbas
- Departamento de Patología, Hospital Calderón Guardia, Caja Costarricense de Seguro Social, San José, San Pedro, Costa Rica
| | - Marta Valle
- Departament de Farmacologia, Terapèutica i Toxicologia, Universitat Autònoma de Barcelona, Bellaterra, Spain
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Fernandes MR, Rodrigues JCG, Dobbin EAF, Pastana LF, da Costa DF, Barra WF, Modesto AAC, de Assumpção PB, da Costa Silva AL, Dos Santos SEB, Burbano RMR, de Assumpção PP, Dos Santos NPC. Influence of FPGS, ABCC4, SLC29A1, and MTHFR genes on the pharmacogenomics of fluoropyrimidines in patients with gastrointestinal cancer from the Brazilian Amazon. Cancer Chemother Pharmacol 2021; 88:837-844. [PMID: 34331561 DOI: 10.1007/s00280-021-04327-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 06/16/2021] [Indexed: 12/24/2022]
Abstract
PURPOSE Fluoropyrimidines are one of the most used drug class to treat cancer patients, although they show high levels of associated toxicity. This study analyzed 33 polymorphisms in 17 pharmacogenes involved with the pharmacogenomics of fluoropyrimidines, in gastrointestinal cancer patients undergoing fluoropyrimidine-based treatment in the Brazilian Amazon. METHODS The study population was composed of 216 patients, 92 of whom have an anatomopathological diagnosis of gastric cancer and 124 of colorectal cancer. The single nucleotide polymorphisms (SNP) were genotyped by allelic discrimination using the TaqMan OpenArray Genotyping technology, with a panel of 32 customized assays, run in a QuantStudio ™ 12K Flex Real-Time PCR System (Applied Biosystems, Life Technologies, Carlsbad USA). Ancestry analysis was performed using 61 autosomal ancestry informative markers (AIMs). RESULTS The study population show mean values of 48.1% European, 31.1% Amerindian, and 20.8% African ancestries. A significant risk association for general and severe toxicity was found in the rs4451422 of FPGS (p = 0.001; OR 3.40; CI 95% 1.65-7.00 and p = 0.006; OR 4.63; CI 95% 1.56-13.72, respectively) and the rs9524885 of ABCC4 (p = 0.023; OR 2.74; CI 95% 1.14-6.65 and p = 0.024; OR 5.36; IC 95% 1.24-23.11, respectively) genes. The rs760370 in the SLC29A1 gene (p = 0.009; OR 6.71; CI 95% 1.16-8.21) and the rs1801133 in the MTHFR toxicity (p = 0.023; OR 3.09; CI 95% 1.16-8.21) gene also demonstrated to be significant, although only for severe toxicity. The results found in this study did not have statistics analysis correction. CONCLUSION Four polymorphisms of the ABCC4, FPGS, SLC29A1, and MTHFR genes are likely to be potential predictive biomarkers for precision medicine in fluoropyrimidine-based treatments in the population of the Brazilian Amazon, which is constituted by a unique genetic background.
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Affiliation(s)
- Marianne Rodrigues Fernandes
- Núcleo de Pesquisas Em Oncologia, Universidade Federal Do Pará, Belém, Pará, Brazil.,Hospital Ophir Loyola, Belém, Pará, Brazil
| | | | | | | | | | | | | | | | - Artur Luiz da Costa Silva
- Centro de Genômica E Biologia de Sistemas, Instituto de Ciências Biológicas, Universidade Federal Do Pará, Belém, Pará, Brazil
| | | | - Rommel Mario Rodriguez Burbano
- Núcleo de Pesquisas Em Oncologia, Universidade Federal Do Pará, Belém, Pará, Brazil.,Hospital Ophir Loyola, Belém, Pará, Brazil
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Han Z, Sheng H, Gao Q, Fan Y, Xie X. Associations of the MTHFR rs1801133 polymorphism with gastric cancer risk in the Chinese Han population. Biomed Rep 2020; 14:14. [PMID: 33269075 DOI: 10.3892/br.2020.1390] [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: 02/22/2020] [Accepted: 10/23/2020] [Indexed: 02/06/2023] Open
Abstract
In recent years, increasing evidence has implicated the importance of mutations in the MTHFR gene in the risk of gastric cancer risk. A single nucleotide polymorphism (SNP) in the MTHFR gene (rs1801133) may serve a critical role in gastric cancer. A hospital-based case-controlled study was performed to assess the risk of the rs1801133 polymorphism on gastric cancer. A total of 307 patients with gastric cancer and 560 patients in the control group were recruited. Genomic DNA was extracted from peripheral blood and genotyped for rs1801133 using the ligase detection reaction. The relationship between rs1801133 and gastric cancer risk was evaluated by unconditional logistical regression analysis. The rs1801133-TT genotype was associated with a borderline significantly decreased risk of gastric cancer [(TT vs. CC, adjusted odds ratio (OR)=0.54, 95% confidence intervals (CI)=0.35-0.83; P=0.006; CT vs. CC, adjusted OR=0.59, 95% CI=0.44-0.79, P<0.001; and TT/CT vs. CC, adjusted OR=0.61, 95% CI=0.44-0.83, P=0.001), and further analysis showed the relationship was evident amongst older patients and patients who never drank alcohol. The C>T mutation at rs1801133 of the MTHFR gene was associated with a decreased risk of gastric cancer in older individuals and those who never drink.
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Affiliation(s)
- Zhiqiang Han
- Department of Osteology, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu 212000, P.R. China
| | - Huaming Sheng
- Department of Oncology, Jiangyin Hospital, Wuxi, Jiangsu 214400, P.R. China.,School of Medicine, Southeast University, Nanjing, Jiangsu 210000, P.R. China
| | - Qiuzhi Gao
- School of Medicine, Jiangsu University, Zhenjiang, Jiangsu 212013, P.R. China
| | - Yu Fan
- Cancer Institute, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu 212002, P.R. China
| | - Xiang Xie
- School of International Relations & Public Affairs, Fudan University, Shanghai 200000, P.R. China
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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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7
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Hasanzad M, Sarhangi N, Aghaei Meybodi HR, Nikfar S, Khatami F, Larijani B. Precision Medicine in Non Communicable Diseases. INTERNATIONAL JOURNAL OF MOLECULAR AND CELLULAR MEDICINE 2019; 8:1-18. [PMID: 32351905 PMCID: PMC7175610 DOI: 10.22088/ijmcm.bums.8.2.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 07/20/2019] [Indexed: 12/12/2022]
Abstract
Non-communicable diseases (NCDs) are the leading cause of death and disease burden globally, cardiovascular diseases (CVDs) account for the major part of death related to NCDs followed by different types of cancer, chronic obstructive pulmonary disease (COPD), and diabetes. As the World Health Organization (WHO) and the United Nations have announced a 25% reduction in mortality of NCDs by 2025, different communities need to adopt preventive strategies for achieving this goal. Personalized medicine approach as a predictive and preventive strategy aims for a better therapeutic goal to the patients to maximize benefits and reduce harms. The clinical benefits of this approach are already realized in cancer targeted therapy, and its impact on other conditions needs more studies in different societies. In this review, we essentially describe the concept of personalized (or precision) medicine in association with NCDs and the future of precision medicine in prediction, prevention, and personalized treatment.
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Affiliation(s)
- Mandana Hasanzad
- Medical Genomics Research Center, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.,Personalized Medicine Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Negar Sarhangi
- Personalized Medicine Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Hamid Reza Aghaei Meybodi
- Personalized Medicine Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Shekoufeh Nikfar
- Personalized Medicine Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.,Department of Pharmacoeconomics and Pharmaceutical Administration, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Khatami
- Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Bagher Larijani
- Personalized Medicine Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.,Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
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De Mattia E, Roncato R, Dalle Fratte C, Ecca F, Toffoli G, Cecchin E. The use of pharmacogenetics to increase the safety of colorectal cancer patients treated with fluoropyrimidines. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2019; 2:116-130. [PMID: 35582139 PMCID: PMC9019179 DOI: 10.20517/cdr.2019.04] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 01/31/2019] [Accepted: 02/15/2019] [Indexed: 06/02/2023]
Abstract
Fluoropyrimidines (FP) are given in the combination treatment of the advanced disease or as monotherapy in the neo-adjuvant and adjuvant treatment of colorectal cancerand other solid tumors including breast, head and neck and gastric cancer. FP present a narrow therapeutic index with 10 to 26% of patients experiencing acute severe or life-threatening toxicity. With the high number of patients receiving FP-based therapies, and the significant effects of toxicities on their quality of life, the prevention of FP-related adverse events is of major clinical interest. Host genetic variants in the rate limiting enzyme dihydropyrimidine dehydrogenase (DPYD) gene are related to the occurrence of extremely severe, early onset toxicity in FP treated patients. The pre-treatment diagnostic test of 4 DPYD genetic polymorphisms is suggested by the currently available pharmacogenetic guidelines. Several prospective implementation projects are ongoing to support the introduction of up-front genotyping of the patients in clinical practice. Multiple pharmacogenetic studies tried to assess the predictive role of other polymorphisms in genes involved in the FP pharmacokinetics/pharmacodynamic pathways, TYMS and MTHFR, but no additional clinically validated genetic markers of toxicity are available to date. The development of next-generation sequencing platforms opens new possibilities to highlight previously unreported genetic markers. Moreover, the investigation of the genetic variation in the patients immunological system, a pivotal target in cancer treatment, could bring notable advances in the field. This review will describe the most recent literature on the use of pharmacogenetics to increase the safety of a treatment based on FP administration in colorectal cancer patients.
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Affiliation(s)
- Elena De Mattia
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
| | - Rossana Roncato
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
| | - Chiara Dalle Fratte
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
| | - Fabrizio Ecca
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
| | - Erika Cecchin
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
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9
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De Mattia E, Dreussi E, Montico M, Gagno S, Zanusso C, Quartuccio L, De Vita S, Guardascione M, Buonadonna A, D'Andrea M, Pella N, Favaretto A, Mini E, Nobili S, Romanato L, Cecchin E, Toffoli G. A Clinical-Genetic Score to Identify Surgically Resected Colorectal Cancer Patients Benefiting From an Adjuvant Fluoropyrimidine-Based Therapy. Front Pharmacol 2018; 9:1101. [PMID: 30337874 PMCID: PMC6180157 DOI: 10.3389/fphar.2018.01101] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 09/10/2018] [Indexed: 12/20/2022] Open
Abstract
There are clinical challenges related to adjuvant treatment in colorectal cancer (CRC) and novel molecular markers are needed for better risk stratification of patients. Our aim was to integrate our previously reported clinical-genetic prognostic score with new immunogenetic markers of 5-year disease-free survival (DFS) to evaluate the recurrence risk stratification before fluoropyrimidine (FL)-based adjuvant therapy. The study population included a total of 270 stage II-III CRC patients treated with adjuvant FL with (FL + OXA, n = 119) or without oxaliplatin (FL, n = 151). Patients were genotyped for a panel of 192 tagging polymorphisms in 34 immune-related genes. The IFNG-rs1861494 polymorphism was associated with worse DFS in the FL + OXA (HR = 2.14, 95%CI 1.13–4.08; P = 0.020, q-value = 0.249) and FL (HR = 1.97, 95%CI 1.00–3.86; P = 0.049) cohorts, according to a dominant model. The integration of IFNG-rs1861494 in our previous clinical genetic multiparametric score of DFS improved the patients’ risk stratification (Log-rank P = 0.0026 in the pooled population). These findings could improve the discrimination of patients who would benefit from adjuvant treatment. In addition, the results may help better elucidate the interplay between the immune system and chemotherapeutics and help determine the efficacy of anti-tumor strategies.
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Affiliation(s)
- Elena De Mattia
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Eva Dreussi
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Marcella Montico
- Scientific Directorate, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - Sara Gagno
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Chiara Zanusso
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Luca Quartuccio
- Department of Medical Area (DAME), Rheumatology Clinic, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Salvatore De Vita
- Department of Medical Area (DAME), Rheumatology Clinic, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Michela Guardascione
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Angela Buonadonna
- Medical Oncology Unit B, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Mario D'Andrea
- Medical Oncology Unit, "San Filippo Neri Hospital", Rome, Italy
| | | | | | - Enrico Mini
- Department of Health Sciences, University of Florence, Florence, Italy
| | - Stefania Nobili
- Department of Health Sciences, University of Florence, Florence, Italy
| | - Loredana Romanato
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Erika Cecchin
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, CRO Aviano National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
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10
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Cecchin E, De Mattia E, Ecca F, Toffoli G. Host genetic profiling to increase drug safety in colorectal cancer from discovery to implementation. Drug Resist Updat 2018; 39:18-40. [PMID: 30075835 DOI: 10.1016/j.drup.2018.07.001] [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] [Received: 02/28/2018] [Revised: 06/11/2018] [Accepted: 07/06/2018] [Indexed: 02/07/2023]
Abstract
Adverse events affect the pharmacological treatment of approximately 90% of colorectal cancer (CRC) patients at any stage of the disease. Chemotherapy including fluoropyrimidines, irinotecan, and oxaliplatin is the cornerstone of the pharmacological treatment of CRC. The introduction of novel targeted agents, as anti-EGFR (i.e. cetuximab, panitumumab) and antiangiogenic (i.e. bevacizumab, ziv-aflibercept, regorafenib, and ramucirumab) molecules, into the oncologist's toolbox has led to significant improvements in the life expectancy of advanced CRC patients, but with a substantial increase in toxicity burden. In this respect, pharmacogenomics has largely been applied to the personalization of CRC chemotherapy, focusing mainly on the study of inhered polymorphisms in genes encoding phase I and II enzymes, ATP-binding cassette (ABC)/solute carrier (SLC) membrane transporters, proteins involved in DNA repair, folate pathway and immune response. These research efforts have led to the identification of some validated genetic markers of chemotherapy toxicity, for fluoropyrimidines and irinotecan. No validated genetic determinants of oxaliplatin-specific toxicity, as peripheral neuropathy, has thus far been established. The contribution of host genetic markers in predicting the toxicity associated with novel targeted agents' administration is still controversial due to the heterogeneity of published data. Pharmacogenomics guidelines have been published by some international scientific consortia such as the Clinical Pharmacogenomics Implementation Consortium (CPIC) and the Dutch Pharmacogenetics Working Group (DPWG) strongly suggesting a pre-treatment dose adjustment of irinotecan based on UGT1A1*28 genotype and of fluoropyrimidines based on some DPYD genetic variants, to increase treatment safety. However, these recommendations are still poorly applied at the patient's bedside. Several ongoing projects in the U.S. and Europe are currently evaluating how pharmacogenomics can be implemented successfully in daily clinical practice. The majority of drug-related adverse events are still unexplained, and a great deal of ongoing research is aimed at improving knowledge of the role of pharmacogenomics in increasing treatment safety. In this review, the issue of pre-treatment identification of CRC patients at risk of toxicity via the analysis of patients' genetic profiles is addressed. Available pharmacogenomics guidelines with ongoing efforts to implement them in clinical practice and new exploratory markers for clinical validation are described.
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Affiliation(s)
- Erika Cecchin
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico - National Cancer Institute, 33081 Aviano, Italy
| | - Elena De Mattia
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico - National Cancer Institute, 33081 Aviano, Italy
| | - Fabrizio Ecca
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico - National Cancer Institute, 33081 Aviano, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico - National Cancer Institute, 33081 Aviano, Italy.
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11
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Palmirotta R, Carella C, Silvestris E, Cives M, Stucci SL, Tucci M, Lovero D, Silvestris F. SNPs in predicting clinical efficacy and toxicity of chemotherapy: walking through the quicksand. Oncotarget 2018; 9:25355-25382. [PMID: 29861877 PMCID: PMC5982750 DOI: 10.18632/oncotarget.25256] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 04/07/2018] [Indexed: 12/19/2022] Open
Abstract
In the "precision medicine" era, chemotherapy still remains the backbone for the treatment of many cancers, but no affordable predictors of response to the chemodrugs are available in clinical practice. Single nucleotide polymorphisms (SNPs) are gene sequence variations occurring in more than 1% of the full population, and account for approximately 80% of inter-individual genomic heterogeneity. A number of studies have investigated the predictive role of SNPs of genes enrolled in both pharmacodynamics and pharmacokinetics of chemotherapeutics, but the clinical implementation of related results has been modest so far. Among the examined germline polymorphic variants, several SNPs of dihydropyrimidine dehydrogenase (DPYD) and uridine diphosphate glucuronosyltransferases (UGT) have shown a robust role as predictors of toxicity following fluoropyrimidine- and/or irinotecan-based treatments respectively, and a few guidelines are mandatory in their detection before therapy initiation. Contrasting results, however, have been reported on the capability of variants of other genes as MTHFR, TYMS, ERCC1, XRCC1, GSTP1, CYP3A4/3A5 and ABCB1, in predicting either therapy efficacy or toxicity in patients undergoing treatment with pyrimidine antimetabolites, platinum derivatives, irinotecan and taxanes. While formal recommendations for routine testing of these SNPs cannot be drawn at this moment, therapeutic decisions may indeed benefit of germline genomic information, when available. Here, we summarize the clinical impact of germline genomic variants on the efficacy and toxicity of major chemodrugs, with the aim to facilitate the therapeutic expectance of clinicians in the odiern quicksand field of complex molecular biology concepts and controversial trial data interpretation.
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Affiliation(s)
- Raffaele Palmirotta
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Claudia Carella
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Erica Silvestris
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Mauro Cives
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Stefania Luigia Stucci
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Marco Tucci
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Domenica Lovero
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Franco Silvestris
- Department of Biomedical Sciences and Human Oncology, Section of Clinical and Molecular Oncology, University of Bari Aldo Moro, 70124 Bari, Italy
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12
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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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13
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Single Nucleotide Polymorphisms as Prognostic and Predictive Factors of Adjuvant Chemotherapy in Colorectal Cancer of Stages I and II. Gastroenterol Res Pract 2016; 2016:2139489. [PMID: 26884752 PMCID: PMC4738739 DOI: 10.1155/2016/2139489] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Accepted: 11/11/2015] [Indexed: 01/05/2023] Open
Abstract
Colorectal cancer (CRC) is a highly heterogeneous disease regarding the stage at time of diagnosis and there is special attention regarding adjuvant chemotherapy in unselected patients with stage I and stage II. The clinicohistologically based TNM staging system with emphasis on histological evaluation of primary tumor and resected regional lymph nodes remains the standard of staging, but it has restricted sensitivity resulting in false downward stage migration. Molecular characteristics might predispose tumors to a worse prognosis and identification of those enables identifying patients with high risk of disease recurrence. Suitable predictive markers also enable choosing the most appropriate therapy. The current challenge facing adjuvant chemotherapy in stages I and II CRC is choosing patients with the highest risk of disease recurrence who are going to derive most benefit without facing unnecessary adverse effects. Single nucleotide polymorphisms (SNPs) are one of the potential molecular markers that might help us identify patients with unfavorable prognostic factors regarding disease initiation and recurrence and could determine selection of an appropriate chemotherapy regimen in the adjuvant and metastatic setting. In this paper, we discuss SNPs of genes involved in the multistep processes of cancerogenesis, metastasis, and the metabolism of chemotherapy that might prove clinically significant.
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14
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Garziera M, Catamo E, Crovella S, Montico M, Cecchin E, Lonardi S, Mini E, Nobili S, Romanato L, Toffoli G. Association of the HLA-G 3'UTR polymorphisms with colorectal cancer in Italy: a first insight. Int J Immunogenet 2015; 43:32-9. [PMID: 26752414 DOI: 10.1111/iji.12243] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 10/12/2015] [Accepted: 11/19/2015] [Indexed: 12/12/2022]
Abstract
This study aimed to explore functional and regulatory polymorphisms and haplotypes at the HLA-G 3'UTR region in colorectal cancer development. The presence of nonpolymorphic variants was also evaluated. Three-hundred and eight patients with colorectal cancer and 294 healthy controls were analysed at the germinal level. We found an association with increased risk of colorectal cancer for +2960 14-bp INDEL, +3196 C>G SNPs and UTR-2 haplotype, and a 'protective' role for +3003 T>C, +3010 C>G polymorphisms and UTR-4 haplotype. We detected in 3 distinct patients, a novel nucleotide change (+3037 C>A) and 2 already described rare variants, +3032 G/C (EUR MAF = 0.1%) and +3092 G/T (EUR MAF = 0%). This is the first study showing associations between different polymorphisms in the HLA-G 3'UTR and colorectal cancer susceptibility.
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Affiliation(s)
- M Garziera
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, Aviano, PN, Italy
| | - E Catamo
- Medical Science Department, University of Trieste, Trieste, TS, Italy
| | - S Crovella
- Medical Science Department, University of Trieste, Trieste, TS, Italy.,Institute for Maternal and Child Health, IRCCS Burlo Garofolo, Trieste, TS, Italy
| | - M Montico
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, Aviano, PN, Italy
| | - E Cecchin
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, Aviano, PN, Italy
| | - S Lonardi
- Medical Oncology Unit 1, Istituto Oncologico Veneto- IRCCS, Padua, Italy
| | - E Mini
- Section of Internal Medicine, Department of Experimental and Clinical Medicine, University of Florence, Firenze, FI, Italy
| | - S Nobili
- Section of Clinical Pharmacology and Oncology, Department of Health Sciences, University of Florence, Firenze, FI, Italy
| | - L Romanato
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, Aviano, PN, Italy
| | - G Toffoli
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, Aviano, PN, Italy
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15
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Garziera M, Bidoli E, Cecchin E, Mini E, Nobili S, Lonardi S, Buonadonna A, Errante D, Pella N, D’Andrea M, De Marchi F, De Paoli A, Zanusso C, De Mattia E, Tassi R, Toffoli G. HLA-G 3'UTR Polymorphisms Impact the Prognosis of Stage II-III CRC Patients in Fluoropyrimidine-Based Treatment. PLoS One 2015; 10:e0144000. [PMID: 26633805 PMCID: PMC4669157 DOI: 10.1371/journal.pone.0144000] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 10/11/2015] [Indexed: 01/05/2023] Open
Abstract
An important hallmark of CRC is the evasion of immune surveillance. HLA-G is a negative regulator of host's immune response. Overexpression of HLA-G protein in primary tumour CRC tissues has already been associated to worse prognosis; however a definition of the role of immunogenetic host background is still lacking. Germline polymorphisms in the 3'UTR region of HLA-G influence the magnitude of the protein by modulating HLA-G mRNA stability. Soluble HLA-G has been associated to 3'UTR +2960 Ins/Ins and +3035 C/T (lower levels) and +3187 G/G (high levels) genotypes. HLA-G 3'UTR SNPs have never been explored in CRC outcome. The purpose of this study was to investigate if common HLA-G 3'UTR polymorphisms have an impact on DFS and OS of 253 stage II-III CRC patients, after primary surgery and ADJ-CT based on FL. The 3'UTR was sequenced and SNPs were analyzed for their association with survival by Kaplan-Meier and multivariate Cox models; results underwent internal validation using a resampling method (bootstrap analysis). In a multivariate analysis, we estimated an association with improved DFS in Ins allele (Ins/Del +Ins/Ins) carriers (HR 0.60, 95% CI 0.38-0.93, P = 0.023) and in patients with +3035 C/T genotype (HR 0.51, 95% CI 0.26-0.99, P = 0.045). The +3187 G/G mutated carriers (G/G vs A/A+A/G) were associated to a worst prognosis in both DFS (HR 2.46, 95% CI 1.19-5.05, P = 0.015) and OS (HR 2.71, 95% CI 1.16-6.63, P = 0.022). Our study shows a prognostic and independent role of 3 HLA-G 3'UTR SNPs, +2960 14-bp INDEL, +3035 C>T, and +3187 A>G.
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Affiliation(s)
- Marica Garziera
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
- * E-mail:
| | - Ettore Bidoli
- Epidemiology and Biostatistic Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
| | - Erika Cecchin
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
| | - Enrico Mini
- Section of Internal Medicine, Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Stefania Nobili
- Section of Clinical Pharmacology and Oncology, Department of Health Sciences, University of Florence, Florence, Italy
| | - Sara Lonardi
- Medical Oncology Unit 1, Istituto Oncologico Veneto-IRCCS, Padua, Italy
| | - Angela Buonadonna
- Division of Medical Oncology B; Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
| | - Domenico Errante
- Medical Oncology Unit, Ospedale Civile di Vittorio Veneto, Vittorio Veneto (TV), Italy
| | - Nicoletta Pella
- Medical Oncology Unit, University Hospital, Piazza S. Maria Della Misericordia, Udine, Italy
| | - Mario D’Andrea
- Medical Oncology Unit, “San Filippo Neri Hospital”, Piazza Di S. Maria Della Pietà, Rome, Italy
| | - Francesco De Marchi
- Surgical Oncology Department, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
| | - Antonino De Paoli
- Radiotherapy Department, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
| | - Chiara Zanusso
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
| | - Elena De Mattia
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
| | - Renato Tassi
- Section of Internal Medicine, Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano National Cancer Institute, via F. Gallini 2, 33081 Aviano, Italy
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16
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Liu R, Zhao X, Liu X, Chen Z, Qiu L, Geng R, Guo W, He G, Yin J, Li J, Zhu X. Influences of ERCC1, ERCC2, XRCC1, GSTP1, GSTT1, and MTHFR polymorphisms on clinical outcomes in gastric cancer patients treated with EOF chemotherapy. Tumour Biol 2015; 37:1753-62. [PMID: 26314858 DOI: 10.1007/s13277-015-3935-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 08/17/2015] [Indexed: 01/28/2023] Open
Abstract
This study investigated the associations between genetic polymorphisms of six genes involved in DNA repair, detoxification pathways, and fluoropyrimidine metabolism and clinical outcomes in MGC patients receiving EOF treatment. This retrospective study included 108 Chinese MGC patients receiving EOF as first-line chemotherapy. Nine single nucleotide polymorphisms (SNPs) of six genes (ERCC1 rs2298881, ERCC2 rs13181 and rs1799793, XRCC1 rs25487 and rs25489, GSTP1 rs1695, GSTT1 rs2266637, and MTHFR rs1801133 and rs1801131) were genotyped, and the associations between each SNP and clinical outcome were analyzed. XRCC1 rs25487 A allele was significantly associated with progression disease (PD) to EOF (p = 0.002), and patients with AA genotype had significantly poorer progression-free survival (PFS) (p = 0.001) and overall survival (OS) (p = 0.041) compared with patients with the G allele (GG + GA). ERCC2 rs13181 G allele was significantly associated with PD (p = 0.026), and G carriers (GG + GT) tended to have poorer PFS (p = 0.092) than TT homozygotes. ERCC2 rs1799793 GA genotype was associated with unfavorable PFS (p = 0.034) and a tendency toward poorer OS (p = 0.090) compared with GG homozygotes. Patients were categorized as either good (0 risk factors) or poor risk (≥1 unfavorable SNPs) using a prognostic index based on XRCC1 rs25487 AA, ERCC2 rs13181 (GG + GT), and ERCC2 rs1799793 GA genotypes, with median OS and PFS of 534 days, 281 days (p = 0.009) and 206 days, and 123 days (p < 0.001), respectively. These results suggest that the prognostic index comprising XRCC1 rs25487, ERCC2 rs13181, and rs1799793 polymorphisms may be a useful predictor of clinical outcomes in MGC treated with EOF.
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Affiliation(s)
- Rujiao Liu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Xiaoying Zhao
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Xin Liu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Zhiyu Chen
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Lixin Qiu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Ruixuan Geng
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Weijian Guo
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Guang He
- Bio-X Center, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China.,Institute for Nutritional Sciences, Shanghai Institutes of Biological Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai, 200031, China
| | - Jiliang Yin
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Jin Li
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China
| | - Xiaodong Zhu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China. .,Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, Shanghai, 200032, People's Republic of China.
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