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Association analysis of dyslipidemia-related genes in diabetic nephropathy

Gareth J McKay1, David A Savage, Christopher C Patterson

  • 1Nephrology Research Group, Centre for Public Health, Queen's University Belfast, Belfast, United Kingdom. g.j.mckay@qub.ac.uk

Plos One
|April 5, 2013
PubMed

Insights

Genetic variants linked to dyslipidemia show no strong association with diabetic nephropathy in Type 1 diabetes patients. Further studies are needed to explore potential links in larger populations.

Area of Science:

  • Genetics
  • Endocrinology
  • Nephrology

Background:

  • Type 1 diabetes (T1D) significantly elevates risks for microvascular complications and cardiovascular disease (CVD).
  • Dyslipidemia is a key risk factor in the development of CVD and diabetic nephropathy (DN), with CVD being the leading cause of mortality in DN patients.
  • Investigating genetic factors common to dyslipidemia and DN is crucial for understanding disease pathogenesis.

Purpose of the Study:

  • To assess the association between single nucleotide polymorphisms (SNPs) previously linked to dyslipidemia and the development of diabetic nephropathy in a Type 1 diabetes cohort.
  • To identify potential genetic markers that could predict or explain the co-occurrence of dyslipidemia and DN in T1D.

Main Methods:

  • A case-control study design was employed, genotyping 53 SNPs in 1467 individuals with T1D (718 cases with proteinuric nephropathy, 749 controls without nephropathy).
  • Association analyses were conducted using PLINK to compare allele frequencies between cases and controls, with adjustments for relevant clinical factors.
  • Sensitivity analyses were performed, including excluding controls with reduced renal function, and permutation testing was used for multiple testing correction.

Main Results:

  • Two SNPs, rs4420638 (APOC1 region) and rs1532624 (CETP), showed a significant association with DN before multiple testing correction.
  • rs4420638 also remained significant in a sensitivity analysis, along with rs7679.
  • However, no associations remained significant after correction for multiple testing, suggesting limited evidence for a strong genetic link.

Conclusions:

  • Common genetic variants associated with dyslipidemia do not appear to be strongly associated with diabetic nephropathy in White individuals with Type 1 diabetes.
  • The study highlights the need for larger independent cohorts to detect potential smaller effect sizes of these genetic variants in DN pathogenesis.
  • While not strongly associated, these genes central to dyslipidemia cannot be entirely excluded from a role in DN pathogenesis.

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