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Published on: July 5, 2022
Transcriptomics of type 1 diabetes progression: a validation study in newly diagnosed patients
Tomi Suomi1, Inna Starskaia1, Omid Rasool1
1Turku Bioscience Centre, University of Turku and Åbo Akademi University, FI-20520, Turku, Finland; InFLAMES Research Flagship Center, University of Turku, Turku, Finland.
Gene expression changes in newly diagnosed type 1 diabetes (T1D) predict disease progression. This study validated these findings and identified molecular dynamics linked to T1D heterogeneity, aiding personalized treatment strategies.
Area of Science:
- Immunology
- Endocrinology
- Genomics
Background:
- Type 1 diabetes (T1D) is an autoimmune disease characterized by variable insulin secretion decline post-diagnosis.
- This variability complicates treatment development and disease management.
- Previous research identified gene expression changes within the first year post-T1D diagnosis correlating with C-peptide decline.
Purpose of the Study:
- To validate previously identified gene expression associations with T1D progression in an independent cohort.
- To increase statistical power by combining data from two INNODIA cohorts.
- To further understand the molecular dynamics of T1D progression.
Main Methods:
- Transcriptomic analysis of 168 individuals with newly diagnosed T1D from a follow-up INNODIA cohort.
- Replication of previously identified associations between gene expression and disease progression.
- Integrated analysis of combined data from original and follow-up cohorts, examining longitudinal gene expression changes in the first year post-diagnosis in relation to disease progression, age, and estimated immune cell abundances.
Main Results:
- Longitudinal gene expression changes during the first year post-diagnosis were validated in the follow-up cohort.
- Integrated analysis identified numerous differentially expressed genes within the first year post-T1D onset.
- Rapid T1D progression correlated with younger age and decreased neutrophil abundance; specific gene expression changes were linked to progression rates.
Conclusions:
- Findings support biological heterogeneity in T1D progression post-diagnosis.
- Improved understanding of molecular dynamics associated with T1D progression.
- Potential to aid patient stratification and personalized therapeutic approaches for T1D.
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