The missing heritability in type 1 diabetes
- PMID: 35603907
- PMCID: PMC9545639
- DOI: 10.1111/dom.14777
The missing heritability in type 1 diabetes
Abstract
Type 1 diabetes (T1D) is a complex autoimmune disease characterized by an absolute deficiency of insulin. It affects more than 20 million people worldwide and imposes an enormous financial burden on patients. The underlying pathogenic mechanisms of T1D are still obscure, but it is widely accepted that both genetics and the environment play an important role in its onset and development. Previous studies have identified more than 60 susceptible loci associated with T1D, explaining approximately 80%-85% of the heritability. However, most identified variants confer only small increases in risk, which restricts their potential clinical application. In addition, there is still a so-called 'missing heritability' phenomenon. While the gap between known heritability and true heritability in T1D is small compared with that in other complex traits and disorders, further elucidation of T1D genetics has the potential to bring novel insights into its aetiology and provide new therapeutic targets. Many hypotheses have been proposed to explain the missing heritability, including variants remaining to be found (variants with small effect sizes, rare variants and structural variants) and interactions (gene-gene and gene-environment interactions; e.g. epigenetic effects). In the following review, we introduce the possible sources of missing heritability and discuss the existing related knowledge in the context of T1D.
Keywords: gene-environment interactions; gene-gene interactions; missing heritability; rare variants; structural variants; type 1 diabetes.
© 2022 The Authors. Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd.
Conflict of interest statement
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this article.
Figures


Similar articles
-
Elements of 'missing heritability'.Curr Opin Cardiol. 2012 May;27(3):197-201. doi: 10.1097/HCO.0b013e328352707d. Curr Opin Cardiol. 2012. PMID: 22450721 Review.
-
Emerging roles of rare and low-frequency genetic variants in type 1 diabetes mellitus.J Med Genet. 2021 May;58(5):289-296. doi: 10.1136/jmedgenet-2020-107350. Epub 2021 Mar 22. J Med Genet. 2021. PMID: 33753534 Free PMC article. Review.
-
Genetics of Type 2 Diabetes.Endocr Dev. 2016;31:203-20. doi: 10.1159/000439418. Epub 2016 Jan 19. Endocr Dev. 2016. PMID: 26824439 Review.
-
A genome-wide functional genomics approach uncovers genetic determinants of immune phenotypes in type 1 diabetes.Elife. 2022 May 31;11:e73709. doi: 10.7554/eLife.73709. Elife. 2022. PMID: 35638288 Free PMC article.
-
Genetics of diabetes--are we missing the genes or the disease?Mol Cell Endocrinol. 2014 Jan 25;382(1):726-739. doi: 10.1016/j.mce.2013.04.002. Epub 2013 Apr 13. Mol Cell Endocrinol. 2014. PMID: 23587769 Review.
Cited by
-
Precision medicine in type 1 diabetes.Diabetologia. 2022 Nov;65(11):1854-1866. doi: 10.1007/s00125-022-05778-3. Epub 2022 Aug 22. Diabetologia. 2022. PMID: 35994083 Free PMC article. Review.
-
Disentangling the complexity of psoriasis in the post-genome-wide association era.Genes Immun. 2023 Oct;24(5):236-247. doi: 10.1038/s41435-023-00222-x. Epub 2023 Sep 16. Genes Immun. 2023. PMID: 37717118 Review.
-
Risk of renal complications and death in young and middle-aged Swedes with parental type 1 diabetes: a nation-wide, prospective cohort study.BMJ Open Diabetes Res Care. 2025 Jan 21;13(1):e004709. doi: 10.1136/bmjdrc-2024-004709. BMJ Open Diabetes Res Care. 2025. PMID: 39842867 Free PMC article.
-
Enabling reproducible type 1 diabetes polygenic risk scoring for clinical and translational applications.medRxiv [Preprint]. 2025 Jul 17:2025.07.15.25331523. doi: 10.1101/2025.07.15.25331523. medRxiv. 2025. PMID: 40791684 Free PMC article. Preprint.
References
-
- Bakay M, Pandey R, Grant SFA, et al. The genetic contribution to type 1 diabetes. Curr Diab Rep. 2019;19:116. - PubMed
-
- Zhu M, Xu K, Chen Y, et al. Identification of novel T1D risk loci and their association with age and islet function at diagnosis in autoantibody‐positive T1D individuals: based on a two‐stage genome‐wide association study. Diabetes Care. 2019;42:1414‐1421. - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous