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Gene co-expression networks are associated with obesity-related traits in kidney transplant recipients
Rosario B Jaime-Lara1, Abhrarup Roy1, Yupeng Wang2
1Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, 20892, USA.
Background:
Obesity is common among kidney transplant recipients; However biological mediators of obesity are not well understood in this population. Because subcutaneous adipose tissue can be easily obtained during kidney transplant surgery, it provides a unique avenue for studying the mechanisms of obesity for this group. Although differential gene expression patterns were previously profiled for kidney transplant patients, gene co-expression patterns can shed light on gene modules not yet explored on the coordinative behaviors of gene transcription in biological and disease processes from a systems perspective.
Methods:
In this study, we collected 29 demographic and clinical variables and matching microarray expression data for 26 kidney transplant patients. We conducted Weighted Gene Correlation Network Analysis (WGCNA) for 5758 genes with the highest average expression levels and related gene co-expression to clinical traits.
Results:
A total of 35 co-expression modules were detected, two of which showed associations with obesity-related traits, mainly at baseline. Gene Ontology (GO) enrichment was found for these two clinical trait-associated modules. One module consisting of 129 genes was enriched for a variety of processes, including cellular homeostasis and immune responses. The other module consisting of 36 genes was enriched for tissue development processes.
Conclusions:
Our study generated gene co-expression modules associated with obesity-related traits in kidney transplant patients and provided new insights regarding the cellular biological processes underlying obesity in this population.
Insights
Obesity mechanisms in kidney transplant recipients were explored using gene co-expression analysis. Two gene modules linked to obesity traits were identified, offering insights into cellular processes influencing weight in this patient group.
Area of Science:
- Genomics
- Transplantation Medicine
- Metabolic Research
Background:
- Obesity is prevalent in kidney transplant recipients, but its underlying biological mechanisms remain unclear.
- Subcutaneous adipose tissue, accessible during surgery, offers a valuable resource for studying obesity in this population.
- Gene co-expression analysis provides a systems-level perspective on coordinated gene activity, complementing differential gene expression studies.
Purpose of the Study:
- To investigate gene co-expression patterns associated with obesity in kidney transplant recipients.
- To identify specific gene modules and biological processes linked to obesity-related traits in this cohort.
- To gain a deeper understanding of the molecular underpinnings of obesity in the context of kidney transplantation.
Main Methods:
- Collected demographic, clinical, and microarray gene expression data from 26 kidney transplant patients.
- Applied Weighted Gene Correlation Network Analysis (WGCNA) to 5758 highly expressed genes.
- Correlated gene co-expression modules with obesity-related clinical traits.
Main Results:
- Identified 35 co-expression modules, with two significantly associated with obesity traits at baseline.
- Performed Gene Ontology (GO) enrichment analysis on the identified modules.
- One module (129 genes) was enriched for cellular homeostasis and immune responses; another (36 genes) for tissue development.
Conclusions:
- Generated novel gene co-expression modules linked to obesity in kidney transplant recipients.
- Provided new insights into the cellular and biological processes contributing to obesity in this specific patient population.
- Highlighted the potential of adipose tissue gene expression analysis for understanding obesity in transplant recipients.
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