z-logo
open-access-imgOpen Access
Clinically Relevant Circulating Protein Biomarkers for Type 1 Diabetes: Evidence From a Two-Sample Mendelian Randomization Study
Author(s) -
Nahid Yazdanpanah,
Mojgan Yazdanpanah,
Ye Wang,
Vincenzo Forgetta,
Michaël Pollak,
Constantin Polychronakos,
J. Brent Richards,
Despoina Manousaki
Publication year - 2021
Publication title -
diabetes care
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 6.636
H-Index - 363
eISSN - 1935-5548
pISSN - 0149-5992
DOI - 10.2337/dc21-1049
Subject(s) - mendelian randomization , medicine , type 2 diabetes , pleiotropy , diabetes mellitus , odds ratio , meta analysis , endocrinology , genetics , genotype , biology , gene , genetic variants , phenotype
OBJECTIVE To identify circulating proteins influencing type 1 diabetes susceptibility using Mendelian randomization (MR). RESEARCH DESIGN AND METHODS We used a large-scale two-sample MR study, using cis genetic determinants (protein quantitative trait loci [pQTL]) of up to 1,611 circulating proteins from five large genome-wide association studies, to screen for causal associations of these proteins with type 1 diabetes risk in 9,684 case subjects with type 1 diabetes and 15,743 control subjects. Further, pleiotropy-robust MR methods were used in sensitivity analyses using both cis and trans-pQTL. RESULTS We found that a genetically predicted SD increase in signal regulatory protein gamma (SIRPG) level was associated with increased risk of type 1 diabetes risk (MR odds ratio [OR] 1.66 [95% 1.36–2.03]; P = 7.1 × 10−7). The risk of type 1 diabetes increased almost twofold per genetically predicted standard deviation (SD) increase in interleukin-27 Epstein-Barr virus–induced 3 (IL27-EBI3) protein levels (MR OR 1.97 [95% CI 1.48–2.62]; P = 3.7 × 10−6). However, an SD increase in chymotrypsinogen B1 (CTRB1) was associated with decreased risk of type 1 diabetes (MR OR 0.84 [95% CI 0.77–0.90]; P = 6.1 × 10−6). Sensitivity analyses using MR methods testing for pleiotropy while including trans-pQTL showed similar results. While the MR-Egger suggested no pleotropic effect (P value MR-Egger intercept = 0.31), there was evidence of pleiotropy in MR-PRESSO (P value global test = 0.006). CONCLUSIONS We identified three novel circulating protein biomarkers associated with type 1 diabetes risk using an MR approach. These biomarkers are promising targets for development of drugs and/or of screening tools for early prediction of type 1 diabetes.

The content you want is available to Zendy users.

Already have an account? Click here to sign in.
Having issues? You can contact us here
Accelerating Research

Address

John Eccles House
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom