Polygenic Risk Scores for Islet Autoantibody Positive Early‐Stage Type 1 Diabetes Pre‐Screening

AIMS: To develop a sex-aligned polygenic risk score (PRS) for early-stage type 1 diabetes (T1D) in children without a first-degree family history of T1D. MATERIALS AND METHODS: Global Single Nucleotide Polymorphism (SNP) Array was performed in 16 335 individuals without a first-degree family history of T1D, including 13 956 newborns from the background population of Bavaria, Germany, 240 children with early-stage and 1094 with islet autoantibody-positive Stage 3 T1D from Bavaria as cases and a validation cohort of 695 patients with clinical T1D. Previously developed PRS were assessed and sex-aligned PRS for boys and for girls were developed from 150 SNPs defining 14 HLA DR-DQ haplotypes and 143 T1D genetic susceptibility regions. RESULTS: PRS were similar between children with early-stage T1D and stage 3 T1D for the GPPAD GRS (median 12.8 vs. 12.8, p = 0.81) and the GRS2 (median 13.8 vs. 13.9, p = 0.1). At thresholds corresponding to the 99.2 centile of the background population, the estimated risk for early-stage T1D was higher in boys than girls using both the GPPAD GRS (10.7% in boys vs. 6.8% in girls) and GRS2 (16.4% vs. 8.6%). Novel full (150 SNP) and short (38 SNP) sex-aligned early-stage T1D PRS discriminated cases from controls with around 90% area under the receiver operator characteristic curve in boys and girls. Estimated risks for boys and girls at the 99.2 centile of the background population using the sex-aligned PRS converged, but differences were not eliminated (12.6% for boys, 9.3% for girls). CONCLUSIONS: PRS in children with early-stage and Stage 3 T1D are highly comparable, but suggest a sex bias in early-stage Type 1 diabetes risk in children with high PRS. A sex-aligned PRS was predicted to reduce, but not eliminate, sex-related differences in predicted risk. The PRS was developed primarily in a paediatric population of predominantly European ancestry and requires independent external validation, including in other ancestry groups.

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Journal
Diabetes Obesity and Metabolism
Published
2026-10-09
DOI
https://doi.org/10.1111/dom.71417
Primary Topic
Diabetes and associated disorders
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article

Polygenic Risk Scores for Islet Autoantibody Positive Early‐Stage Type 1 Diabetes Pre‐Screening

Ezio E. Bonifacio, Konstantinos Hatzikotoulas, Florian Haupt, Jose Zapardiel‐Gonzalo et al.
Diabetes Obesity and Metabolism
Diabetes and associated disorders
article

Polygenic Risk Scores for Islet Autoantibody Positive Early‐Stage Type 1 Diabetes Pre‐Screening

Ezio E. Bonifacio, Konstantinos Hatzikotoulas, Florian Haupt, Jose Zapardiel‐Gonzalo, Anette‐Gabriele Ziegler, Manja Jolink, Alexandra Käßl, Christiane Winkler
article en

Abstract

AIMS: To develop a sex-aligned polygenic risk score (PRS) for early-stage type 1 diabetes (T1D) in children without a first-degree family history of T1D. MATERIALS AND METHODS: Global Single Nucleotide Polymorphism (SNP) Array was performed in 16 335 individuals without a first-degree family history of T1D, including 13 956 newborns from the background population of Bavaria, Germany, 240 children with early-stage and 1094 with islet autoantibody-positive Stage 3 T1D from Bavaria as cases and a validation cohort of 695 patients with clinical T1D. Previously developed PRS were assessed and sex-aligned PRS for boys and for girls were developed from 150 SNPs defining 14 HLA DR-DQ haplotypes and 143 T1D genetic susceptibility regions. RESULTS: PRS were similar between children with early-stage T1D and stage 3 T1D for the GPPAD GRS (median 12.8 vs. 12.8, p = 0.81) and the GRS2 (median 13.8 vs. 13.9, p = 0.1). At thresholds corresponding to the 99.2 centile of the background population, the estimated risk for early-stage T1D was higher in boys than girls using both the GPPAD GRS (10.7% in boys vs. 6.8% in girls) and GRS2 (16.4% vs. 8.6%). Novel full (150 SNP) and short (38 SNP) sex-aligned early-stage T1D PRS discriminated cases from controls with around 90% area under the receiver operator characteristic curve in boys and girls. Estimated risks for boys and girls at the 99.2 centile of the background population using the sex-aligned PRS converged, but differences were not eliminated (12.6% for boys, 9.3% for girls). CONCLUSIONS: PRS in children with early-stage and Stage 3 T1D are highly comparable, but suggest a sex bias in early-stage Type 1 diabetes risk in children with high PRS. A sex-aligned PRS was predicted to reduce, but not eliminate, sex-related differences in predicted risk. The PRS was developed primarily in a paediatric population of predominantly European ancestry and requires independent external validation, including in other ancestry groups.

Diabetes Obesity and Metabolism
TUM Klinikum (DE), Helmholtz Zentrum München (DE), German Center for Diabetes Research (DE), Technische Universität Dresden (DE)
Openalex Percentile: Top 14%
Diabetes and associated disorders
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