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Updated: Oct 13, 2025

A High-Throughput Multiplexed Screening for Type 1 Diabetes, Celiac Diseases, and COVID-19
Published on: July 5, 2022
Clinically Relevant Circulating Protein Biomarkers for Type 1 Diabetes: Evidence From a Two-Sample Mendelian
Nahid Yazdanpanah1, Mojgan Yazdanpanah1, Ye Wang2
11Research Center of the Sainte-Justine University Hospital, University of Montreal, Montreal, Quebec, Canada.
Mendelian randomization identified three circulating proteins linked to type 1 diabetes risk. Signal regulatory protein gamma and IL27-EBI3 increased risk, while chymotrypsinogen B1 decreased it, offering potential biomarkers.
Area of Science:
- Genetics
- Immunology
- Metabolomics
Background:
- Type 1 diabetes (T1D) is an autoimmune disease with complex genetic and environmental factors.
- Identifying circulating proteins that causally influence T1D susceptibility is crucial for understanding disease mechanisms and developing interventions.
Purpose of the Study:
- To employ Mendelian randomization (MR) to identify circulating proteins that causally influence the risk of developing type 1 diabetes.
- To screen a large number of circulating proteins for their potential causal roles in T1D pathogenesis.
Main Methods:
- A two-sample MR study utilizing cis genetic determinants (protein quantitative trait loci [pQTL]) for up to 1,611 circulating proteins.
- Analysis involved large genome-wide association studies datasets with 9,684 T1D cases and 15,743 controls.
- Pleiotropy-robust MR methods and sensitivity analyses using cis and trans-pQTL were performed.
Main Results:
- Genetically predicted increases in signal regulatory protein gamma (SIRPG) and interleukin-27 Epstein-Barr virus-induced 3 (IL27-EBI3) protein levels were associated with significantly increased T1D risk (MR ORs 1.66 and 1.97, respectively).
- Conversely, increased chymotrypsinogen B1 (CTRB1) levels were associated with decreased T1D risk (MR OR 0.84).
- Sensitivity analyses supported these findings, though some evidence of pleiotropy was detected.
Conclusions:
- Three novel circulating protein biomarkers—SIRPG, IL27-EBI3, and CTRB1—were identified as being associated with type 1 diabetes risk through an MR approach.
- These proteins represent promising targets for the development of novel therapeutic drugs and/or screening tools for early T1D prediction.
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