Changes in the Coexpression of Innate Immunity Genes During Persistent Islet Autoimmunity Are Associated With Progression of Islet Autoimmunity: Diabetes Autoimmunity Study in the Young (DAISY).
Patrick M CarryKathleen WaughLauren A VanderlindenRandi K JohnsonTeresa BucknerMarian RewersAndrea K SteckIvana YangTasha E FingerlinKaterina KechrisJill M NorrisPublished in: Diabetes (2022)
Longitudinal changes in gene expression during islet autoimmunity (IA) may provide insight into biological processes that explain progression to type 1 diabetes (T1D). We identified individuals from Diabetes Autoimmunity Study in the Young (DAISY) who developed IA, autoantibodies present on two or more visits. Illumina's NovaSeq 6000 was used to quantify gene expression in whole blood. With linear mixed models we tested for changes in expression after IA that differed across individuals who progressed to T1D (progressors) (n = 25), reverted to an autoantibody-negative stage (reverters) (n = 47), or maintained IA positivity but did not develop T1D (maintainers) (n = 66). Weighted gene coexpression network analysis was used to identify coexpression modules. Gene Ontology pathway analysis of the top 150 differentially expressed genes (nominal P < 0.01) identified significantly enriched pathways including leukocyte activation involved in immune response, innate immune response, and regulation of immune response. We identified a module of 14 coexpressed genes with roles in the innate immunity. The hub gene, LTF, is known to have immunomodulatory properties. Another gene within the module, CAMP, is potentially relevant based on its role in promoting β-cell survival in a murine model. Overall, results provide evidence of alterations in expression of innate immune genes prior to onset of T1D.
Keyphrases
- network analysis
- immune response
- genome wide identification
- genome wide
- gene expression
- type diabetes
- dna methylation
- genome wide analysis
- copy number
- transcription factor
- glycemic control
- cardiovascular disease
- bioinformatics analysis
- poor prognosis
- innate immune
- celiac disease
- dendritic cells
- toll like receptor
- magnetic resonance
- binding protein
- magnetic resonance imaging
- middle aged
- computed tomography
- systemic lupus erythematosus
- cross sectional
- skeletal muscle
- insulin resistance
- adipose tissue