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1.
Cancers (Basel) ; 13(7)2021 Mar 24.
Article in English | MEDLINE | ID: mdl-33805100

ABSTRACT

Efficacy of 5-Fluorouracil (5-FU)-based chemotherapy is limited by significant toxicity. Tests based upon variants in the Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines with high level evidence of a link to dihydropyrimidine dehydrogenase (DPD) phenotype and 5-FU toxicity are available to identify patients at high risk of severe adverse events (AEs). We previously reported associations between rs1213215, rs2612091, and NM_000110.3:c.1906-14763G>A (rs12022243) and capecitabine induced toxicity in clinical trial QUASAR 2. We also identified patients with DPD deficiency alleles NM_000110.3: c.1905+1G>A, NM_000110.3: c.2846C>T, NM_000110.3:c.1679T>G and NM_000110.3:c.1651G>A. We have now assessed the frequency of thirteen additional DPYD deficiency variants in 888 patients from the QUASAR 2 clinical trial. We also compared the area under the curve (AUC)-a measure of diagnostic accuracy-of the high-level evidence variants from the CPIC guidelines plus and minus additional DPYD deficiency variants and or common variants associated with 5-FU toxicity. Including additional DPYD deficiency variants retained good diagnostic accuracy for serious adverse events (AEs) and improved sensitivity for predicting grade 4 haematological toxicities (sensitivity 0.75, specificity 0.94) but the improvement in AUC for this toxicity was not significant. Larger datasets will be required to determine the benefit of including additional DPYD deficiency variants not observed here. Genotyping two common alleles statistically significantly improves AUC for prediction of risk of HFS and may be clinically useful (AUC difference 0.177, sensitivity 0.84, specificity 0.31).

2.
Clin Cancer Res ; 21(15): 3453-61, 2015 Aug 01.
Article in English | MEDLINE | ID: mdl-25873087

ABSTRACT

PURPOSE: Genome-wide association studies have identified numerous loci associated with colorectal cancer risk. Several of these have also been associated with patient survival, although none have been validated. Here, we used large independent training and validation cohorts to identify robust prognostic biomarkers for colorectal cancer. EXPERIMENTAL DESIGN: In our training phase, we analyzed 20 colorectal cancer-risk SNPs from 14 genome-wide associated loci, for their effects on survival in 2,083 patients with advanced colorectal cancer. A Cox survival model was used, stratified for treatment, adjusted for known prognostic factors, and corrected for multiple testing. Three SNPs were subsequently analyzed in an independent validation cohort of 5,552 colorectal cancer patients. A validated SNP was analyzed by disease stage and response to treatment. RESULTS: Three variants associated with survival in the training phase; however, only rs9929218 at 16q22 (intron 2 of CDH1, encoding E-cadherin) was significant in the validation phase. Patients homozygous for the minor allele (AA genotype) had worse survival (training phase HR, 1.43; 95% confidence intervals; CI, 1.20-1.71, P = 5.8 × 10(-5); validation phase HR, 1.18; 95% CI, 1.01-1.37, P = 3.2 × 10(-2); combined HR, 1.28; 95% CI, 1.14-1.43, P = 2.2 × 10(-5)). This effect was independent of known prognostic factors, and was significant amongst patients with stage IV disease (P = 2.7 × 10(-5)). rs9929218 was also associated with poor response to chemotherapy (P = 3.9 × 10(-4)). CONCLUSIONS: We demonstrate the potential of common inherited genetic variants to inform patient outcome and show that rs9929218 identifies approximately 8% of colorectal cancer patients with poor prognosis. rs9929218 may affect CDH1 expression and E-cadherin plays a role in epithelial-to-mesenchymal transition providing a mechanism underlying its prognostic potential. Clin Cancer Res; 21(15); 3453-61. ©2015 AACR.


Subject(s)
Biomarkers, Tumor/genetics , Cadherins/genetics , Colorectal Neoplasms/genetics , Genome-Wide Association Study , Adolescent , Adult , Aged , Aged, 80 and over , Antigens, CD , Clinical Trials as Topic , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/pathology , Female , Genetic Predisposition to Disease , Genotype , Humans , Male , Middle Aged , Neoplasm Staging , Polymorphism, Single Nucleotide , Prognosis , Proportional Hazards Models
3.
Gut ; 64(1): 111-20, 2015 Jan.
Article in English | MEDLINE | ID: mdl-24647007

ABSTRACT

OBJECTIVE: Capecitabine is an oral 5-fluorouracil (5-FU) pro-drug commonly used to treat colorectal carcinoma and other tumours. About 35% of patients experience dose-limiting toxicity. The few proven genetic biomarkers of 5-FU toxicity are rare variants and polymorphisms, respectively, at candidate loci dihydropyrimidine dehydrogenase (DPYD) and thymidylate synthase (TYMS). DESIGN: We investigated 1456 polymorphisms and rare coding variants near 25 candidate 5-FU pathway genes in 968 UK patients from the QUASAR2 clinical trial. RESULTS: We identified the first common DPYD polymorphisms to be consistently associated with capecitabine toxicity, rs12132152 (toxicity allele frequency (TAF)=0.031, OR=3.83, p=4.31×10(-6)) and rs12022243 (TAF=0.196, OR=1.69, p=2.55×10(-5)). rs12132152 was particularly strongly associated with hand-foot syndrome (OR=6.1, p=3.6×10(-8)). The rs12132152 and rs12022243 associations were independent of each other and of previously reported DPYD toxicity variants. Next-generation sequencing additionally identified rare DPYD variant p.Ala551Thr in one patient with severe toxicity. Using functional predictions and published data, we assigned p.Ala551Thr as causal for toxicity. We found that polymorphism rs2612091, which lies within an intron of ENOSF1, was also associated with capecitabine toxicity (TAF=0.532, OR=1.59, p=5.28×10(-6)). ENSOF1 is adjacent to TYMS and there is a poorly characterised regulatory interaction between the two genes/proteins. Unexpectedly, rs2612091 fully explained the previously reported associations between capecitabine toxicity and the supposedly functional TYMS variants, 5'VNTR 2R/3R and 3'UTR 6 bp ins-del. rs2612091 genotypes were, moreover, consistently associated with ENOSF1 mRNA levels, but not with TYMS expression. CONCLUSIONS: DPYD harbours rare and common capecitabine toxicity variants. The toxicity polymorphism in the TYMS region may actually act through ENOSF1.


Subject(s)
Antimetabolites, Antineoplastic/adverse effects , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Deoxycytidine/analogs & derivatives , Dihydrouracil Dehydrogenase (NADP)/genetics , Fluorouracil/analogs & derivatives , Genetic Association Studies , Polymorphism, Genetic , Proteins/genetics , Thymidylate Synthase/genetics , Adult , Aged , Aged, 80 and over , Capecitabine , Deoxycytidine/adverse effects , Female , Fluorouracil/adverse effects , Humans , Hydro-Lyases , Male , Middle Aged , Young Adult
4.
Nat Rev Cancer ; 14(6): 440-5, 2014 06.
Article in English | MEDLINE | ID: mdl-24827503

ABSTRACT

If we were to summarize the rationale that underpins medical oncology in a Latin aphorism, it might be 'veneno ergo sum'; that is, I poison, therefore I am. The burden of chemotherapy-associated toxicity is well recognized, but we have relatively few tools that increase the precision of anticancer drug prescribing. We propose a shift in emphasis from the focussed study of polymorphisms in drug metabolic pathways in small sets of patients to broader agnostic analyses to systematically correlate germline genetic variants with adverse events in large, well-defined cancer populations. Thus, we propose the new science of 'toxgnostics' (that is, the systematic, agnostic study of genetic predictors of toxicity from anticancer therapy).


Subject(s)
Antineoplastic Agents/adverse effects , Biomarkers, Tumor/genetics , Drug-Related Side Effects and Adverse Reactions/genetics , Neoplasm Proteins/genetics , Neoplasms/drug therapy , Polymorphism, Genetic/genetics , Drug-Related Side Effects and Adverse Reactions/diagnosis , Humans , Neoplasms/genetics , Risk Factors
5.
J Clin Oncol ; 32(10): 1031-9, 2014 Apr 01.
Article in English | MEDLINE | ID: mdl-24590654

ABSTRACT

PURPOSE: Fluourouracil (FU) is a mainstay of chemotherapy, although toxicities are common. Genetic biomarkers have been used to predict these adverse events, but their utility is uncertain. PATIENTS AND METHODS: We tested candidate polymorphisms identified from a systematic literature search for associations with capecitabine toxicity in 927 patients with colorectal cancer in the Quick and Simple and Reliable trial (QUASAR2). We then performed meta-analysis of QUASAR2 and 16 published studies (n = 4,855 patients) to examine the polymorphisms in various FU monotherapy and combination therapy regimens. RESULTS: Global capecitabine toxicity (grades 0/1/2 v grades 3/4/5) was associated with the rare, functional DPYD alleles 2846T>A and *2A (combined odds ratio, 5.51; P = .0013) and with the common TYMS polymorphisms 5'VNTR2R/3R and 3'UTR 6bp ins-del (combined odds ratio, 1.31; P = 9.4 × 10(-6)). There was weaker evidence that these polymorphisms predict toxicity from bolus and infusional FU monotherapy. No good evidence of association with toxicity was found for the remaining polymorphisms, including several currently included in predictive kits. No polymorphisms were associated with toxicity in combination regimens. CONCLUSION: A panel of genetic biomarkers for capecitabine monotherapy toxicity would currently comprise only the four DPYD and TYMS variants above. We estimate this test could provide 26% sensitivity, 86% specificity, and 49% positive predictive value-better than most available commercial kits, but suboptimal for clinical use. The test panel might be extended to include additional, rare DPYD variants functionally equivalent to *2A and 2846A, though insufficient evidence supports its use in bolus, infusional, or combination FU. There remains a need to identify further markers of FU toxicity for all regimens.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/adverse effects , Colorectal Neoplasms/drug therapy , Deoxycytidine/analogs & derivatives , Dihydrouracil Dehydrogenase (NADP)/genetics , Fluorouracil/analogs & derivatives , Fluorouracil/adverse effects , Thymidylate Synthase/genetics , Capecitabine , Deoxycytidine/administration & dosage , Deoxycytidine/adverse effects , Drug-Related Side Effects and Adverse Reactions/genetics , Fluorouracil/administration & dosage , Genetic Markers , Humans , Polymorphism, Genetic , Predictive Value of Tests
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