Use of a gene score of multiple low-modest effect size variants can predict the risk of obesity better than the individual SNPs

Lipids Health Dis. 2018 Jul 18;17(1):155. doi: 10.1186/s12944-018-0806-5.

Abstract

Background: Obesity is a complex disorder, the development of which is modulated by a multitude of environmental, behavioral and genetic factors. The common forms of obesity are polygenic in nature which means that many variants in the same or different genes act synergistically and affect the body weight quantitatively. The aim of the current study was to use information from many common variants previously identified to affect body weight to construct a gene score and observe whether it improves the associations observed. The SNPs selected were G2548A in leptin (LEP) gene, Gln223Arg in leptin receptor (LEPR) gene, Ala54Thr in fatty acid binding protein 2 (FABP2) gene, rs1121980 in fat mass and obesity associated (FTO) gene, rs3923113 in Growth Factor Receptor Bound Protein 14 (GRB14), rs16861329 in Beta-galactoside alpha-2,6-sialyltransferase 1 (ST6GAL1), rs1802295 in Vacuolar protein sorting-associated protein 26A (VPS26A), rs7178572 in high mobility group 20A (HMG20A), rs2028299 in adaptor-related protein complex 3 (AP3S2), and rs4812829 in Hepatocyte Nuclear Factor 4 Alpha (HNF4A).

Methods: A total of 475 subjects were genotyped for the selected SNPs in different genes using different genotyping techniques. The study subjects' age, weight, height, BMI, waist and hip circumference, serum total cholesterol, triglycerides, LDL and HDL were measured. A summation term, genetic risk score (GRS), was calculated using SPSS.

Results: The results showed a significantly higher mean gene score in obese cases than in non-obese controls (9.1 ± 2.26 vs 8.35 ± 2.07, p = 2 × 10- 4). Among the traits tested for association, gene score appeared to significantly affect BMI, waist circumference, and all lipid traits.

Conclusion: In conclusion, the use of gene score is a better way to calculate the overall genetic risk from common variants rather than individual risk variants.

Keywords: Gene score; Obesity; Polygenic; Risk variant.

Publication types

  • Observational Study

MeSH terms

  • Adaptor Protein Complex 3 / blood
  • Adaptor Protein Complex 3 / genetics
  • Adaptor Proteins, Signal Transducing / blood
  • Adaptor Proteins, Signal Transducing / genetics
  • Adult
  • Alpha-Ketoglutarate-Dependent Dioxygenase FTO / blood
  • Alpha-Ketoglutarate-Dependent Dioxygenase FTO / genetics
  • Antigens, CD / blood
  • Antigens, CD / genetics
  • Body Height
  • Body Weight
  • Case-Control Studies
  • Fatty Acid-Binding Proteins / blood
  • Fatty Acid-Binding Proteins / genetics
  • Female
  • Gene Expression Regulation*
  • Genetic Predisposition to Disease*
  • Hepatocyte Nuclear Factor 4 / blood
  • Hepatocyte Nuclear Factor 4 / genetics
  • High Mobility Group Proteins / blood
  • High Mobility Group Proteins / genetics
  • Humans
  • Leptin / blood
  • Leptin / genetics
  • Lipoproteins, HDL / blood
  • Lipoproteins, LDL / blood
  • Male
  • Middle Aged
  • Multifactorial Inheritance*
  • Obesity / blood
  • Obesity / diagnosis
  • Obesity / genetics*
  • Obesity / pathology
  • Polymorphism, Single Nucleotide*
  • Receptors, Leptin / blood
  • Receptors, Leptin / genetics
  • Research Design*
  • Risk
  • Sialyltransferases / blood
  • Sialyltransferases / genetics
  • Triglycerides / blood
  • Vesicular Transport Proteins / blood
  • Vesicular Transport Proteins / genetics
  • Waist Circumference

Substances

  • Adaptor Protein Complex 3
  • Adaptor Proteins, Signal Transducing
  • Antigens, CD
  • FABP2 protein, human
  • Fatty Acid-Binding Proteins
  • GRB14 protein, human
  • HMG20A protein, human
  • HNF4A protein, human
  • Hepatocyte Nuclear Factor 4
  • High Mobility Group Proteins
  • LEPR protein, human
  • Leptin
  • Lipoproteins, HDL
  • Lipoproteins, LDL
  • Receptors, Leptin
  • Triglycerides
  • VPS26A protein, human
  • Vesicular Transport Proteins
  • Alpha-Ketoglutarate-Dependent Dioxygenase FTO
  • FTO protein, human
  • Sialyltransferases
  • ST6GAL1 protein, human