Unknown

Dataset Information

0

Genetic Biomarkers of Sorafenib Response in Patients with Hepatocellular Carcinoma.


ABSTRACT: The identification of biomarkers for predicting inter-individual sorafenib response variability could allow hepatocellular carcinoma (HCC) patient stratification. SNPs in angiogenesis- and drug absorption, distribution, metabolism, and excretion (ADME)-related genes were evaluated to identify new potential predictive biomarkers of sorafenib response in HCC patients. Five known SNPs in angiogenesis-related genes, including VEGF-A, VEGF-C, HIF-1a, ANGPT2, and NOS3, were investigated in 34 HCC patients (9 sorafenib responders and 25 non-responders). A subgroup of 23 patients was genotyped for SNPs in ADME genes. A machine learning classifier method was used to discover classification rules for our dataset. We found that only the VEGF-A (rs2010963) C allele and CC genotype were significantly associated with sorafenib response. ADME-related gene analysis identified 10 polymorphic variants in ADH1A (rs6811453), ADH6 (rs10008281), SULT1A2/CCDC101 (rs11401), CYP26A1 (rs7905939), DPYD (rs2297595 and rs1801265), FMO2 (rs2020863), and SLC22A14 (rs149738, rs171248, and rs183574) significantly associated with sorafenib response. We have identified a genetic signature of predictive response that could permit non-responder/responder patient stratification. Angiogenesis- and ADME-related genes correlation was confirmed by cumulative genetic risk score and network and pathway enrichment analysis. Our findings provide a proof of concept that needs further validation in follow-up studies for HCC patient stratification for sorafenib prescription.

SUBMITTER: Giannitrapani L 

PROVIDER: S-EPMC10888718 | biostudies-literature | 2024 Feb

REPOSITORIES: biostudies-literature

altmetric image

Publications


The identification of biomarkers for predicting inter-individual sorafenib response variability could allow hepatocellular carcinoma (HCC) patient stratification. SNPs in angiogenesis- and drug absorption, distribution, metabolism, and excretion (ADME)-related genes were evaluated to identify new potential predictive biomarkers of sorafenib response in HCC patients. Five known SNPs in angiogenesis-related genes, including <i>VEGF-A</i>, <i>VEGF-C</i>, <i>HIF-1a</i>, <i>ANGPT2</i>, and <i>NOS3</i  ...[more]

Similar Datasets

| S-EPMC6529171 | biostudies-literature
| S-EPMC7352671 | biostudies-literature
| S-EPMC4918283 | biostudies-literature
| S-EPMC5760005 | biostudies-literature
| S-EPMC6288626 | biostudies-literature
| S-EPMC7602103 | biostudies-literature
| S-EPMC6122189 | biostudies-literature
| S-EPMC8313681 | biostudies-literature
| S-EPMC5529937 | biostudies-other
| S-EPMC5016063 | biostudies-literature