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 Sep 16;21(1):1030. doi: 10.1186/s12885-021-08745-0.

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.

Keywords: Chemotherapy toxicity; Fluoropyrimidines; Platinums; Predictive models; Single nucleotide polymorphism.

Publication types

  • Observational Study

MeSH terms

  • Aged
  • Antineoplastic Combined Chemotherapy Protocols / adverse effects*
  • Capecitabine / adverse effects
  • Case-Control Studies
  • Confidence Intervals
  • DNA-Binding Proteins / genetics
  • Dihydrouracil Dehydrogenase (NADP) / genetics
  • Endonucleases / genetics
  • Female
  • Fluorouracil / adverse effects
  • Gene Frequency
  • Genes, p53
  • Genotype
  • Glutathione S-Transferase pi / genetics
  • Glycine Hydroxymethyltransferase / genetics
  • Humans
  • Leucovorin / adverse effects
  • Logistic Models
  • Male
  • Methylenetetrahydrofolate Reductase (NADPH2) / genetics
  • Middle Aged
  • Multidrug Resistance-Associated Protein 2
  • Multidrug Resistance-Associated Proteins / genetics
  • Multienzyme Complexes / genetics
  • Nomograms
  • Odds Ratio
  • Organoplatinum Compounds / adverse effects
  • Orotate Phosphoribosyltransferase / genetics
  • Orotidine-5'-Phosphate Decarboxylase / genetics
  • Platinum Compounds / administration & dosage*
  • Polymorphism, Single Nucleotide*
  • Pyrimidines
  • Quality of Life
  • Retrospective Studies
  • Stomach Neoplasms / drug therapy*
  • Stomach Neoplasms / genetics*
  • Stomach Neoplasms / pathology
  • Xeroderma Pigmentosum Group D Protein / genetics

Substances

  • ABCC2 protein, human
  • DNA-Binding Proteins
  • Multidrug Resistance-Associated Protein 2
  • Multidrug Resistance-Associated Proteins
  • Multienzyme Complexes
  • Organoplatinum Compounds
  • Platinum Compounds
  • Pyrimidines
  • Capecitabine
  • uridine 5'-monophosphate synthase
  • Dihydrouracil Dehydrogenase (NADP)
  • MTHFR protein, human
  • Methylenetetrahydrofolate Reductase (NADPH2)
  • Glycine Hydroxymethyltransferase
  • SHMT protein, human
  • Orotate Phosphoribosyltransferase
  • GSTP1 protein, human
  • Glutathione S-Transferase pi
  • ERCC1 protein, human
  • Endonucleases
  • Xeroderma Pigmentosum Group D Protein
  • Orotidine-5'-Phosphate Decarboxylase
  • ERCC2 protein, human
  • pyrimidine
  • Leucovorin
  • Fluorouracil

Supplementary concepts

  • Folfox protocol