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Article

Use of Genetic Algorithm Combinational Single-nucleotide Polymorphisms Could Modify the Association of Blood Lead Levels and Bone Matrix Density.

Epidemiology (Cambridge, Mass.) - 1 Oct 2017

Chen Chien-Juan, Chang Hsueh-Wei, Yang Cheng-Hong, Chuang Hung-Yi, Yu Hsin-Su

Abstract excerpt

BACKGROUND: Previous studies have not explored the relationship between a single gene and a single disease. Our study aims to investigate the association of multiple genotypes with blood lead levels and bone matrix density (BMD) by using genetic algorithms. METHODS: Our research focused on 506 employees (245 males and 261 females) of a lead battery factory in Taiwan. We collected data on their BMD, blood lead...

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Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

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Source

Identifiers

PMID: 29028685
DOI: 10.1097/EDE.0000000000000740

Genes

ALAD
ACE

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 5 Sept 2026. Manifest publication-graph-cohort-2026-09-05.1.

Source receipt: pubmed, retrieved 5 Sept 2026.

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