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Cordova-Delgado M, Bravo ML, Cumsille E, Hill CN, Muñoz-Medel M, Pinto MP, Retamal IN, Lavanderos MA, Miquel JF, Rodriguez-Fernandez M, Liao Y, Li Z, Corvalán AH, Armisén R, Garrido M, Quiñones LA, Owen GI. A case-control study of a combination of single nucleotide polymorphisms and clinical parameters to predict clinically relevant toxicity associated with fluoropyrimidine and platinum-based chemotherapy in gastric cancer. BMC Cancer 2021; 21:1030. [PMID: 34525956 PMCID: PMC8444616 DOI: 10.1186/s12885-021-08745-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 08/22/2021] [Indexed: 12/22/2022] Open
Abstract
Background Fluoropyrimidine plus platinum chemotherapy remains the standard first line treatment for gastric cancer (GC). Guidelines exist for the clinical interpretation of four DPYD genotypes related to severe fluoropyrimidine toxicity within European populations. However, the frequency of these single nucleotide polymorphisms (SNPs) in the Latin American population is low (< 0.7%). No guidelines have been development for platinum. Herein, we present association between clinical factors and common SNPs in the development of grade 3–4 toxicity. Methods Retrospectively, 224 clinical records of GC patient were screened, of which 93 patients were incorporated into the study. Eleven SNPs with minor allelic frequency above 5% in GSTP1, ERCC2, ERCC1, TP53, UMPS, SHMT1, MTHFR, ABCC2 and DPYD were assessed. Association between patient clinical characteristics and toxicity was estimated using logistic regression models and classification algorithms. Results Reported grade ≤ 2 and 3–4 toxicities were 64.6% (61/93) and 34.4% (32/93) respectively. Selected DPYD SNPs were associated with higher toxicity (rs1801265; OR = 4.20; 95% CI = 1.70–10.95, p = 0.002), while others displayed a trend towards lower toxicity (rs1801159; OR = 0.45; 95% CI = 0.19–1.08; p = 0.071). Combination of paired SNPs demonstrated significant associations in DPYD (rs1801265), UMPS (rs1801019), ABCC2 (rs717620) and SHMT1 (rs1979277). Using multivariate logistic regression that combined age, sex, peri-operative chemotherapy, 5-FU regimen, the binary combination of the SNPs DPYD (rs1801265) + ABCC2 (rs717620), and DPYD (rs1801159) displayed the best predictive performance. A nomogram was constructed to assess the risk of developing overall toxicity. Conclusion Pending further validation, this model could predict chemotherapy associated toxicity and improve GC patient quality of life. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08745-0.
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Affiliation(s)
- Miguel Cordova-Delgado
- Faculty of Chemical and Pharmaceutical Sciences, Universidad de Chile, 8380494, Santiago, Chile.,Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile.,Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - María Loreto Bravo
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Elisa Cumsille
- Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
| | - Charlotte N Hill
- Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile.,Millennium Institute on Immunology and Immunotherapy, 8331150, Santiago, Chile
| | - Matías Muñoz-Medel
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Mauricio P Pinto
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Ignacio N Retamal
- Faculty of Dentistry, Universidad de Los Andes, 7620001, Santiago, Chile
| | - María A Lavanderos
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic and Clinical Oncology, Faculty of Medicine, Universidad de Chile, 8380494, Santiago, Chile.,Latin American Network for Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), Madrid, Spain.,Escuela de Química y Farmacia, Facultad de Ciencias Médicas, Universidad Bernardo O'Higgins, Santiago, Chile
| | - Juan Francisco Miquel
- Department of Gastroenterology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Maria Rodriguez-Fernandez
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Yuwei Liao
- Central Laboratory, Yangjiang People's Hospital, GuangDong Province, Yangjiang, China.,Center of Genome and Personalized Medicine, Institute of Cancer Stem Cell, Dalian Medical University, Dalian, China
| | - Zhiguang Li
- Center of Genome and Personalized Medicine, Institute of Cancer Stem Cell, Dalian Medical University, Dalian, China.,National Institute on Aging, National Institute of Health, Baltimore, USA
| | - Alejandro H Corvalán
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile.,Advanced Center for Chronic Diseases (ACCDiS), 8330034, Santiago, Chile
| | - Ricardo Armisén
- Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina, Clínica Alemana, Universidad del Desarrollo, 7590943, Santiago, Chile
| | - Marcelo Garrido
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Luis A Quiñones
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic and Clinical Oncology, Faculty of Medicine, Universidad de Chile, 8380494, Santiago, Chile. .,Latin American Network for Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), Madrid, Spain.
| | - Gareth I Owen
- Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile. .,Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile. .,Millennium Institute on Immunology and Immunotherapy, 8331150, Santiago, Chile. .,Advanced Center for Chronic Diseases (ACCDiS), 8330034, Santiago, Chile.
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