TY - JOUR
T1 - Whole-blood total chromium and DNA repair variation in an occupational Cr(VI)-exposure setting
T2 - Pathway-resolved associations across complementary response biomarkers
AU - Wang, Xiaoli
AU - Long, Changmao
AU - Hong, Shiyi
AU - Ji, Zhiqiang
AU - Shi, Kexin
AU - Zhu, Ziqi
AU - Hu, Guiping
AU - Jia, Guang
N1 - Publisher Copyright:
© 2026 Published by Elsevier B.V.
PY - 2026/10/1
Y1 - 2026/10/1
N2 - Biological responses vary among workers in occupational hexavalent chromium [Cr(VI)]-exposure settings, but evidence for DNA-repair susceptibility is complicated by extensive testing and pathway scores derived within the same sample. We analysed 1295 participants from three chromate-production plants, measured whole-blood total chromium (WB-Cr), and assessed urinary 8-hydroxy-2′-deoxyguanosine (8-OHdG), lymphocyte micronucleus frequency (MNF), and mitochondrial DNA copy number (mtDNA-CN) as complementary response biomarkers. Thirty-four single-nucleotide polymorphisms (SNPs) in 16 genes across six DNA-repair pathways were evaluated using single-variant models, interactions with ln(WB-Cr), pathway-specific genetic risk scores (GRSs), exploratory mediation, functional annotation, and Bayesian kernel machine regression. Primary additive analyses were separated from secondary models and evaluated using prespecified false-discovery-rate (FDR) families, repeated cross-fitting, missing-data analyses, and multi-chain diagnostics. WB-Cr was positively associated with all three biomarkers. Four additive homologous recombination repair (HRR) interactions with ln(WB-Cr) for mtDNA-CN met outcome-specific 34-test FDR control: NBN rs2735383, rs13312840, and rs13312986, and XRCC2 rs3218385. Only XRCC2 rs3218385 remained significant after correction across both the 102-test additive family (q = 0.005) and all 306 model-specific tests (q = 0.007). Cross-fitting did not reproduce the direction of the internally aligned HRR score estimate and did not meet pathway-level FDR control. Exploratory mediation identified an indirect association of WB-Cr with mtDNA-CN through 8-OHdG. These analyses prioritise HRR-related variants for independent replication while distinguishing measured total chromium from the occupational Cr(VI)-exposure context. Synopsis: Within an occupational Cr(VI)-exposure setting, measured whole-blood total chromium was associated with complementary response biomarkers, and multiplicity-controlled analyses identified HRR-related interaction signals for independent replication.
AB - Biological responses vary among workers in occupational hexavalent chromium [Cr(VI)]-exposure settings, but evidence for DNA-repair susceptibility is complicated by extensive testing and pathway scores derived within the same sample. We analysed 1295 participants from three chromate-production plants, measured whole-blood total chromium (WB-Cr), and assessed urinary 8-hydroxy-2′-deoxyguanosine (8-OHdG), lymphocyte micronucleus frequency (MNF), and mitochondrial DNA copy number (mtDNA-CN) as complementary response biomarkers. Thirty-four single-nucleotide polymorphisms (SNPs) in 16 genes across six DNA-repair pathways were evaluated using single-variant models, interactions with ln(WB-Cr), pathway-specific genetic risk scores (GRSs), exploratory mediation, functional annotation, and Bayesian kernel machine regression. Primary additive analyses were separated from secondary models and evaluated using prespecified false-discovery-rate (FDR) families, repeated cross-fitting, missing-data analyses, and multi-chain diagnostics. WB-Cr was positively associated with all three biomarkers. Four additive homologous recombination repair (HRR) interactions with ln(WB-Cr) for mtDNA-CN met outcome-specific 34-test FDR control: NBN rs2735383, rs13312840, and rs13312986, and XRCC2 rs3218385. Only XRCC2 rs3218385 remained significant after correction across both the 102-test additive family (q = 0.005) and all 306 model-specific tests (q = 0.007). Cross-fitting did not reproduce the direction of the internally aligned HRR score estimate and did not meet pathway-level FDR control. Exploratory mediation identified an indirect association of WB-Cr with mtDNA-CN through 8-OHdG. These analyses prioritise HRR-related variants for independent replication while distinguishing measured total chromium from the occupational Cr(VI)-exposure context. Synopsis: Within an occupational Cr(VI)-exposure setting, measured whole-blood total chromium was associated with complementary response biomarkers, and multiplicity-controlled analyses identified HRR-related interaction signals for independent replication.
KW - DNA repair variation
KW - Genetic risk score
KW - Gene–environment interaction
KW - Occupational chromium exposure
KW - Response biomarkers
KW - Whole-blood total chromium
UR - https://www.scopus.com/pages/publications/105051156964
U2 - 10.1016/j.jhazmat.2026.143665
DO - 10.1016/j.jhazmat.2026.143665
M3 - 文章
C2 - 42772066
AN - SCOPUS:105051156964
SN - 0304-3894
VL - 517
JO - Journal of Hazardous Materials
JF - Journal of Hazardous Materials
M1 - 143665
ER -