Related Experiment Video
Updated: Jun 17, 2025

Generation of High Quality Chromatin Immunoprecipitation DNA Template for High-throughput Sequencing ChIP-seq
Published on: April 19, 2013
Genetic relations between type 1 diabetes, coronary artery disease and leukocyte counts
Jolade Adebekun1,2, Ajay Nadig3, Priscilla Saarah1,2
1Yale Center for Molecular and Systems Metabolism, Yale University School of Medicine, New Haven, CT, USA.
Insights
Type 1 diabetes and coronary artery disease share genetic links, potentially mediated by leukocyte counts and gene expression. This finding offers new targets for predicting and treating these conditions.
Area of Science:
- Genetics
- Cardiovascular Disease
- Immunology
Background:
- Type 1 diabetes (T1D) is linked to increased coronary artery disease (CAD) risk.
- Genetic factors influencing leukocyte production may independently affect CAD risk.
- Shared genetic determinants between T1D, CAD, and leukocyte counts require investigation.
Purpose of the Study:
- To examine shared genetic determinants between T1D, CAD, and leukocyte counts.
- To investigate causal relationships between T1D, CAD, and leukocyte traits.
- To identify genetic links contributing to the comorbidity of T1D and CAD.
Main Methods:
- Genome-wide association study (GWAS) summary statistics were analyzed.
- Linkage disequilibrium score regression (LDSC) estimated genetic correlations.
- Two-sample Mendelian randomization (MR) assessed causal relationships.
- Latent causal variable (LCV) models evaluated genetic causality proportion.
Main Results:
- Significant genetic correlation found between T1D and CAD (rg=0.088).
- Shared genetic determinants identified with eosinophil and lymphocyte counts.
- Genetically predicted leukocyte counts (lymphocyte, neutrophil, eosinophil) associated with T1D and CAD.
- LCV model suggested a genetic causality proportion of 0.36 between T1D and CAD.
Conclusions:
- Shared genetic mechanisms link T1D and CAD, potentially involving leukocyte counts and gene expression.
- Specific genes (e.g., SH2B3, IFIH1) implicated in shared loci.
- Findings highlight potential cellular and molecular targets for disease prediction and drug discovery.
Aims/Hypothesis:
Type 1 diabetes is associated with excess coronary artery disease (CAD) risk even when known cardiovascular risk factors are accounted for. Genetic perturbation of haematopoiesis that alters leukocyte production is a novel independent modifier of CAD risk. We examined whether there are shared genetic determinants and causal relationships between type 1 diabetes, CAD and leukocyte counts.
Methods:
Genome-wide association study summary statistics were used to perform pairwise linkage disequilibrium score regression and heritability estimation from summary statistics (ρ-HESS) to respectively estimate the genome-wide and local genetic correlations, and two-sample Mendelian randomisation to estimate the causal relationships between leukocyte counts (335,855 healthy individuals), type 1 diabetes (18,942 cases, 501,638 control individuals) and CAD (122,733 cases, 424,528 control individuals). A latent causal variable (LCV) model was performed to estimate the genetic causality proportion of the genetic correlation between type 1 diabetes and CAD.
Results:
There was significant genome-wide genetic correlation (rg) between type 1 diabetes and CAD (rg=0.088, p=8.60 × 10-3) and both diseases shared significant genome-wide genetic determinants with eosinophil count (rg for type 1 diabetes [rg(T1D)]=0.093, p=7.20 × 10-3, rg for CAD [rg(CAD)]=0.092, p=3.68 × 10-6) and lymphocyte count (rg(T1D)=-0.052, p=2.76 × 10-2, rg(CAD)=0.176, p=1.82 × 10-15). Sixteen independent loci showed stringent Bonferroni significant local genetic correlations between leukocyte counts, type 1 diabetes and/or CAD. Cis-genetic regulation of the expression levels of genes within shared loci between type 1 diabetes and CAD was associated with both diseases as well as leukocyte counts, including SH2B3, CTSH, MORF4L1, CTRB1, CTRB2, CFDP1 and IFIH1. Genetically predicted lymphocyte, neutrophil and eosinophil counts were associated with type 1 diabetes and CAD (lymphocyte OR for type 1 diabetes [ORT1D]=0.67, p=2.02-19, ORCAD=1.09, p=2.67 × 10-6; neutrophil ORT1D=0.82, p=5.63 × 10-5, ORCAD=1.17, p=5.02 × 10-14; and eosinophil ORT1D=1.67, p=5.45 × 10-25, ORCAD=1.07, p=2.03 × 10-4. The genetic causality proportion between type 1 diabetes and CAD was 0.36 ± 0.16 (pLCV=1.30 × 10-2), suggesting a possible intermediary causal variable.
Conclusions/Interpretation:
This study sheds light on shared genetic mechanisms underlying type 1 diabetes and CAD, which may contribute to their co-occurrence through regulation of gene expression and leukocyte counts and identifies cellular and molecular targets for further investigation for disease prediction and potential drug discovery.
Related Concept Videos
Disorders of Leukocytes
Leukopenia may result from bone marrow disorders, autoimmune diseases, and infectious diseases. For example, conditions such as multiple myeloma and aplastic anemia can impair the bone marrow's ability to produce adequate leukocytes. Similarly, autoimmune diseases like lupus and viral infections such as HIV can prompt the immune...
Autoimmune Disorders
Concept and Mechanism of Autoimmune Diseases
The immune...
Diabetes Mellitus: Type 2 and Gestational
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Psychoneuroimmunology: Diabetes and Cancer
Pathophysiology of Diabetes
Type 1 diabetes is characterized by autoimmune-mediated destruction of pancreatic β cells, with environmental factors potentially triggering this process in genetically susceptible individuals. Despite many not having a family history, certain genes increase susceptibility,...

