Combining Genetic Variants to Improve Risk Prediction for NAFLD and Its Progression to Cirrhosis: A Proof of Concept Study

Can J Gastroenterol Hepatol. 2018 Mar 14:2018:7564835. doi: 10.1155/2018/7564835. eCollection 2018.

Abstract

Background & aims: Identifying NAFLD patients at risk of progression is crucial to orient medical care and resources. We aimed to verify if the effects determined by different single nucleotide polymorphisms (SNPs) could add up to multiply the risk of NAFLD and NASH-cirrhosis.

Methods: Three study populations, that is, patients diagnosed with NASH-cirrhosis or with noncirrhotic NAFLD and healthy controls, were enrolled. PNPLA3 rs738409, TM6SF2 rs58542926, KLF6 rs3750861, SOD2 rs4880, and LPIN1 rs13412852 were genotyped.

Results: One hundred and seven NASH-cirrhotics, 93 noncirrhotic NAFLD, and 90 controls were enrolled. At least one difference in allele frequency between groups was significant, or nearly significant, for the PNPLA3, TM6SF2, and KLF6 variants (p < 0.001, p < 0.05, and p = 0.06, resp.), and a risk score based on these SNPs was generated. No differences were observed for SOD2 and LPIN1 SNPs. When compared to a score of 0, a score of 1-2 quadrupled, and a score of 3-4 increased 20-fold the risk of noncirrhotic NAFLD; a score of 3-4 quadrupled the risk of NASH-cirrhosis.

Conclusions: The effects determined by disease-associated variants at different loci can add up to multiply the risk of NAFLD and NASH-cirrhosis. Combining different disease-associated variants may represent the way for genetics to keep strength in NAFLD diagnostics.

MeSH terms

  • Adult
  • Aged
  • Case-Control Studies
  • Disease Progression
  • Gene Frequency
  • Genetic Loci
  • Genotype
  • Humans
  • Kruppel-Like Factor 6 / genetics*
  • Lipase / genetics*
  • Liver Cirrhosis / etiology
  • Liver Cirrhosis / genetics*
  • Liver Cirrhosis / pathology
  • Membrane Proteins / genetics*
  • Middle Aged
  • Non-alcoholic Fatty Liver Disease / complications
  • Non-alcoholic Fatty Liver Disease / diagnostic imaging
  • Non-alcoholic Fatty Liver Disease / genetics*
  • Phosphatidate Phosphatase / genetics*
  • Polymorphism, Single Nucleotide
  • Proof of Concept Study
  • Risk Factors
  • Superoxide Dismutase / genetics*

Substances

  • KLF6 protein, human
  • Kruppel-Like Factor 6
  • Membrane Proteins
  • TM6SF2 protein, human
  • Superoxide Dismutase
  • superoxide dismutase 2
  • Lipase
  • adiponutrin, human
  • LPIN1 protein, human
  • Phosphatidate Phosphatase