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Exome sequencing reveals novel genetic loci influencing obesity‐related traits in Hispanic children
Author(s) -
Sabo Aniko,
Mishra Pamela,
DuganPerez Shan,
Voruganti V. Saroja,
Kent Jack W.,
Kalra Divya,
Cole Shelley A.,
Comuzzie Anthony G.,
Muzny Donna M.,
Gibbs Richard A.,
Butte Nancy F.
Publication year - 2017
Publication title -
obesity
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.438
H-Index - 199
eISSN - 1930-739X
pISSN - 1930-7381
DOI - 10.1002/oby.21869
Subject(s) - exome sequencing , exome , genetics , biology , obesity , childhood obesity , bioinformatics , medicine , gene , phenotype , endocrinology , overweight
Objective To perform whole exome sequencing in 928 Hispanic children and identify variants and genes associated with childhood obesity. Methods Single‐nucleotide variants (SNVs) were identified from Illumina whole exome sequencing data using integrated read mapping, variant calling, and an annotation pipeline (Mercury). Association analyses of 74 obesity‐related traits and exonic variants were performed using SeqMeta software. Rare autosomal variants were analyzed using gene‐based association analyses, and common autosomal variants were analyzed at the SNV level. Results (1) Rare exonic variants in 10 genes and 16 common SNVs in 11 genes that were associated with obesity traits in a cohort of Hispanic children were identified, (2) novel rare variants in peroxisome biogenesis factor 1 ( PEX1 ) associated with several obesity traits (weight, weight z score, BMI, BMI z score, waist circumference, fat mass, trunk fat mass) were discovered, and (3) previously reported SNVs associated with childhood obesity were replicated. Conclusions Convergence of whole exome sequencing, a family‐based design, and extensive phenotyping discovered novel rare and common variants associated with childhood obesity. Linking PEX1 to obesity phenotypes poses a novel mechanism of peroxisomal biogenesis and metabolism underlying the development of childhood obesity.