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CETP variant rs3764261 emerges as a lean-mass protective marker in a Pakistani obesity genetics cohort (PLoS One 2022)

Original title: Risk variants of obesity associated genes demonstrate BMI raising effect in a large cohort

PLoS One · · 5

Saqlain M, Khalid M, Fiaz M, Saeed S, Mehmood Raja A, Mobeen Zafar M, Fatima T, Bosco Pesquero J, Maglio C, Valadi H, Nawaz M, Kaukab Raja G

This study examined the obesity risk or protective association and BMI-raising effect of genetic variants in ADIPOQ, CETP, FTO, LEP, and LEPR genes in a large Pakistani cohort stratified into normal weight, lean, overweight, and obese categories. Six variants in ADIPOQ, FTO, and LEPR had higher minor allele frequencies in the obese group and were significantly associated with obesity (OR 1.03-4.42) with a BMI-raising effect of 0.239-0.31 kg/m2 per risk allele copy. In contrast, three variants, including CETP rs3764261, had higher frequencies in the lean-normal group, showing obesity-protective associations (OR 0.68-0.76) and a BMI-lowering effect of 0.103-0.155 kg/m2 per protective allele. The rs3764261 variant also showed a significant positive association with lean body mass (OR 2.38, CI 1.30-4.34), leading the authors to report it as a lean mass/obesity protective marker in this cohort.

Read the paper (DOI)PubMed

Original abstract

Obesity is highly polygenic disease where several genetic variants have been reportedly associated with obesity in different ethnicities of the world. In the current study, we identified the obesity risk or protective association and BMI raising effect of the minor allele of adiponectin, C1Q and collagen domain containing (ADIPOQ), cholesteryl ester transfer protein (CEPT), FTO alpha-ketoglutarate dependent dioxygenase (FTO), leptin (LEP), and leptin receptor (LEPR) genes in a large cohort stratified into four BMI-based body weight categories i.e., normal weight, lean, over-weight, and obese. Based on selected candidate genetic markers, the genotyping of all study subjects was performed by PCR assays, and genotypes and allele frequencies were calculated. The minor allele frequencies (MAFs) of all genetic markers were computed for total and BMI-based body weight categories and compared with MAFs of global and South Asian (SAS) populations. Genetic associations of variants with obesity risk were calculated and BMI raising effect per copy of the minor allele were estimated. The genetic variants with higher MAFs in obese BMI group were; rs2241766 (G = 0.43), rs17817449 (G = 0.54), rs9939609 (A = 0.51), rs1421085 (C = 0.53), rs1558902 (A = 0.63), and rs1137101 (G = 0.64) respectively. All these variants were significantly associated with obesity (OR = 1.03-4.42) and showed a high BMI raising effect (β = 0.239-0.31 Kg/m2) per copy of the risk allele. In contrast, the MAFs of three variants were higher in lean-normal BMI groups; rs3764261 A = 0.38, rs9941349 T = 0.43, and rs7799039 G = 0.40-0.43). These variants showed obesity protective associations (OR = 0.68-0.76), and a BMI lowering effect per copy of the protective allele (β = -0.103-0.155 Kg/m2). The rs3764261 variant also showed significant and positive association with lean body mass (OR = 2.38, CI = 1.30-4.34). Overall, we report six genetic variants of ADIPOQ, FTO and LEPR genes as obesity-risk markers and a CETP gene variant as lean mass/obesity protective marker in studied Pakistani cohort.

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Summary written by cetpinhibition.org from the published abstract; figures as published. Page updated 19 August 2026. Methods.