Related Experiment Videos
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
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.
Abstract:
Type 1 diabetes (T1D) increases risk of the development of microvascular complications and cardiovascular disease (CVD). Dyslipidemia is a common risk factor in the pathogenesis of both CVD and diabetic nephropathy (DN), with CVD identified as the primary cause of death in patients with DN. In light of this commonality, we assessed single nucleotide polymorphisms (SNPs) in thirty-seven key genetic loci previously associated with dyslipidemia in a T1D cohort using a case-control design. SNPs (n = 53) were genotyped using Sequenom in 1467 individuals with T1D (718 cases with proteinuric nephropathy and 749 controls without nephropathy i.e. normal albumin excretion). Cases and controls were white and recruited from the UK and Ireland. Association analyses were performed using PLINK to compare allele frequencies in cases and controls. In a sensitivity analysis, samples from control individuals with reduced renal function (estimated glomerular filtration rate<60 ml/min/1.73 m(2)) were excluded. Correction for multiple testing was performed by permutation testing. A total of 1394 samples passed quality control filters. Following regression analysis adjusted by collection center, gender, duration of diabetes, and average HbA1c, two SNPs were significantly associated with DN. rs4420638 in the APOC1 region (odds ratio [OR] = 1.51; confidence intervals [CI]: 1.19-1.91; P = 0.001) and rs1532624 in CETP (OR = 0.82; CI: 0.69-0.99; P = 0.034); rs4420638 was also significantly associated in a sensitivity analysis (P = 0.016) together with rs7679 (P = 0.027). However, no association was significant following correction for multiple testing. Subgroup analysis of end-stage renal disease status failed to reveal any association. Our results suggest common variants associated with dyslipidemia are not strongly associated with DN in T1D among white individuals. Our findings, cannot entirely exclude these key genes which are central to the process of dyslipidemia, from involvement in DN pathogenesis as our study had limited power to detect variants of small effect size. Analysis in larger independent cohorts is required.
Related Concept Videos
Diabetic Nephropathy
Pharmacogenomics: Identification of New Drug Targets
Coronary Artery Disease I: Introduction
Diabetic Retinopathy
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Atherosclerosis I: Introduction