Related Experiment Video
Updated: May 16, 2026

Generation of High Quality Chromatin Immunoprecipitation DNA Template for High-throughput Sequencing (ChIP-seq)
Published on: April 19, 2013
Causal Links of Type 2 Diabetes and Its Complications With Cortical Modification: A Mendelian Randomization and
Hong Huang1, Hanyu Huang2, Yanlin Gong1
1Department of Pharmacology, Dazhou Vocational and Technical College, Dazhou, Sichuan, People's Republic of China.
Background:
Type 2 diabetes (T2D) and its complications are linked to cognitive decline over time, accompanied by cortical abnormalities. The causality between T2D and cortical modifications, however, remains elusive.
Methods:
Applying two-sample Mendelian randomization (MR), we probed causal relationships between T2D and its complications and cortical modifications. Genetic associations were elucidated via linkage disequilibrium score regression and Bayesian colocalization. An instrumental variable-guided protein-protein interaction (PPI) network was constructed and subjected to clustering and pathway analysis. Moreover, a two-step MR strategy was used to identify immune mediators in the causal relationship.
Results:
The results showed that T2D (p = 0.005), T2D with ophthalmic (T2D_OPTH, p = 0.004), or peripheral circulatory (T2D_PERIPH, p = 0.005) complications had a significant impact on reducing isthmus cingulate thickness. T2D_PERIPH led to an increase in the anterior cingulate surface areas, including both the caudal (p = 0.008) and rostral (p = 0.002) regions. Suggested colocalization was exclusive to T2D_OPTH and isthmus thickness, without additional genetic associations. PPI network clustering revealed causal pathway associations beyond conventional diabetes mechanisms, implicating roles in infection, addiction, and neurodegeneration. IL20RA, IgD- CD38dim B cells, HLA DR+ CD4+ T cells, and CD3 on effector memory CD4+ T cells emerged as candidate mediators of the observed causal links.
Conclusion:
Our study uncovers causal associations between T2D and its complications with cortical structure, highlighting the cingulate's particular vulnerability. Immuno-metabolic dysregulation emerges as a mediator in the causal pathway connecting them, underlining inflammation control's critical importance in diabetes management.
Related Concept Videos
Type II Diabetes I: Introduction
Type II Diabetes II: Pathophysiology
Diabetes Mellitus: Type 2 and Gestational
Type I Diabetes II: Pathophysiology
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, suggesting a...
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...