# Review Article: Overview of Clinical Genetics of Diabetes Mellitus

**Authors:** Alexander Asamoah, Rexford S. Ahima

PMC · DOI: 10.3390/genes17020215 · Genes · 2026-02-10

## TL;DR

This review article explains the genetic causes of diabetes, including how genes contribute to different types and how this knowledge can improve diagnosis and treatment.

## Contribution

The paper provides a comprehensive overview of diabetes genetics, emphasizing clinical applications and recent advances in polygenic risk scores.

## Key findings

- T1D is strongly linked to HLA loci, with over 100 susceptibility loci identified through GWAS.
- T2D is highly polygenic, with common variants like TCF7L2 significantly increasing risk.
- Monogenic diabetes often mimics T1D or T2D, requiring genetic testing for accurate diagnosis.

## Abstract

Background: Diabetes mellitus is characterized by elevated blood sugar due to absolute or relative insulin deficiency. Diabetes is classified as type 1 (T1D) or type 2 diabetes (T2D), gestational diabetes, and other types, such as monogenic diabetes, exocrine pancreatic disorders, and medication-induced diabetes. Objectives: This review article provides an overview of diabetes genetics, covering polygenic, monogenic, and syndromic forms of the disorder with emphasis on aspects to help clinicians in diagnosis, management, and counseling, but also to foster valuable knowledge for diabetic researchers in identifying phenotypes that will help inform gene discovery. Key Findings: Most cases of T1D and T2D are polygenic with environmental triggers. T1D results from autoimmune destruction of pancreatic beta cells leading to absolute insulin deficiency. Genetic studies of T1D have focused on the identification of loci associated with increased susceptibility to T1D. Early studies showed a linkage between T1D and several human leukocyte antigen (HLA) susceptibility loci on chromosome 6. Genome-wide association studies (GWAS) have identified more than 100 HLA- and non-HLA loci that increase susceptibility to T1D. It has been well established that a substantial portion of the genetic risk for T1D is encoded in the HLA locus. The non-HLA loci INS, CTLA4, IL2RA, IFIH1, and PTPN22 make moderate contributions to T1D risk. Many other non-HLA loci have small effects to the phenotype and are relevant to autoimmunity, but they are yet to be identified. T2D, on the other hand, is associated with obesity and insulin resistance with relative insulin deficiency. Thousands of gene variants that are common and contribute small effects have also been identified through GWAS to contribute to T2D risk, but the rarer variants may confer significant risk to an individual’s risk. Common variants in the TCF7L2 locus consistently carry one of the largest risks associated with T2D with a reported 1.7-fold disease odds for homozygous carriers. The usefulness of individual variants for genetic counseling in the common forms of diabetes has been limited in clinical settings in the past. The development of polygenic risk scores (PRS) and partitioned polygenic risk scores (PPRS), statistics derived from GWAS, are being used to predict and classify diabetes. The performance of PRS and PPRS varies by ancestry and type of diabetes. The PRS performs better with T1D, with an area under the curve and receiver operating characteristics (AUC-ROC) ranging from 0.87 to 0.93, compared to 0.72–0.75 for T2D. The genetic architecture of T2D is markedly more polygenic than T1D, and the PPRS has been useful in assessing risk in that setting. Monogenic diabetes comprises several dysglycemic disorders that include neonatal diabetes, maturity-onset diabetes of the young (MODY), and other genetic syndromes that have diabetes either as an associated finding and/or as a complication. Some of the monogenic diabetes gene variants have incomplete penetrance and variable expressivity leading to different ages of onset and variable presentation even within the same family. Hence some patients with these conditions have been previously diagnosed as having T1D or T2D. Many monogenic disorders follow Mendelian inheritance patterns, so genetic counseling is relatively straightforward if pathogenic variants are found to be inherited from a parent. Counseling for forms of diabetes due to maternally inherited mitochondrial cytopathies, such as MELAS and Kearns–Sayres syndrome, is not straightforward due to the occurrence of two or more populations of genetically distinct mitochondrial DNAs in the cells (heteroplasmy); the higher the percent of pathogenic variants in a cell or tissue, the greater the chance for affectation of disorder. Implications: Early stages of diabetes may be asymptomatic, and improvement in methodologies to identify individuals at high risk is important so prevention strategies can be targeted to susceptible individuals to slow or obviate the onset of disease and to minimize complications. Conclusions: Diabetes is a heterogeneous disorder, and accurate definition of phenotypes in the setting of non-syndromic and syndromic forms, development of powerful statistical methodologies, use of next-generation sequencing applications to interrogate the genome, incorporation of epigenetic mechanisms in statistical modeling and accurate curation of gene variants, will help us to realize application of genomic medicine and to inform diabetes care.

## Linked entities

- **Genes:** INS (insulin) [NCBI Gene 3630], CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493], IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559], IFIH1 (interferon induced with helicase C domain 1) [NCBI Gene 64135], PTPN22 (protein tyrosine phosphatase non-receptor type 22) [NCBI Gene 26191], TCF7L2 (transcription factor 7 like 2) [NCBI Gene 6934]
- **Diseases:** Diabetes mellitus (MONDO:0005015), Type 1 diabetes (MONDO:0005147), Type 2 diabetes (MONDO:0005148), Maturity-onset diabetes of the young (MONDO:0018911), MELAS (MONDO:0010789)

## Full-text entities

- **Genes:** SLC19A2 (solute carrier family 19 member 2) [NCBI Gene 10560] {aka TC1, THMD1, THT1, THTR1, TRMA}, TCF7L2 (transcription factor 7 like 2) [NCBI Gene 6934] {aka TCF-4, TCF4}, GCK (glucokinase) [NCBI Gene 2645] {aka FGQTL3, GK, GLK, HHF3, HK4, HKIV}, HLA-DQA1 (major histocompatibility complex, class II, DQ alpha 1) [NCBI Gene 3117] {aka CELIAC1, DQ-A1, DQA1, HLA-DQA, HLA-DQA1*}, WFS1 (wolframin ER transmembrane glycoprotein) [NCBI Gene 7466] {aka CTRCT41, WFRS, WFS, WFSL}, GAD2 (glutamate decarboxylase 2) [NCBI Gene 2572] {aka GAD65}, HLA-DRB1 (major histocompatibility complex, class II, DR beta 1) [NCBI Gene 3123] {aka DRB1, HLA-DR1B, HLA-DRB, SS1}, PTF1A (pancreas associated transcription factor 1a) [NCBI Gene 256297] {aka PACA, PAGEN2, PTF1-p48, bHLHa29, p48}, GATA6 (GATA binding protein 6) [NCBI Gene 2627], GLIS3 (GLIS family zinc finger 3) [NCBI Gene 169792] {aka NDH, ZNF515}, PAX4 (paired box 4) [NCBI Gene 5078] {aka KPD, MODY9}, HLA-DQB1 (major histocompatibility complex, class II, DQ beta 1) [NCBI Gene 3119] {aka CELIAC1, HLA-DQB, IDDM1}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, IRS1 (insulin receptor substrate 1) [NCBI Gene 3667] {aka HIRS-1}, PDX1 (pancreatic and duodenal homeobox 1) [NCBI Gene 3651] {aka GSF, IDX-1, IPF1, IUF1, MODY4, PAGEN1}, HNF4A (hepatocyte nuclear factor 4 alpha) [NCBI Gene 3172] {aka FRTS4, HNF4, HNF4a7, HNF4a8, HNF4a9, HNF4alpha}, IFIH1 (interferon induced with helicase C domain 1) [NCBI Gene 64135] {aka AGS7, Hlcd, IDDM19, IMD95, MDA-5, MDA5}, NEUROD1 (neuronal differentiation 1) [NCBI Gene 4760] {aka BETA2, BHF-1, MODY6, NEUROD, T2D, bHLHa3}, EIF2AK3 (eukaryotic translation initiation factor 2 alpha kinase 3) [NCBI Gene 9451] {aka PEK, PERK, WRS}, HLA-DRB4 (major histocompatibility complex, class II, DR beta 4) [NCBI Gene 3126] {aka DR4, DRB4, HLA-DR4B, HLA-DRB, HLA-DRB4*}, PLAGL1 (PLAG1 like zinc finger 1) [NCBI Gene 5325] {aka LOT1, ZAC, ZAC1}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, ABCC8 (ATP binding cassette subfamily C member 8) [NCBI Gene 6833] {aka ABC36, HHF1, HI, HRINS, MODY12, MRP8}, SLC30A8 (solute carrier family 30 member 8) [NCBI Gene 169026] {aka ZNT8, ZnT-8}, APPL1 (adaptor protein, phosphotyrosine interacting with PH domain and leucine zipper 1) [NCBI Gene 26060] {aka APPL, DIP13alpha, MODY14}, PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 5468] {aka CIMT1, FPLD3, GLM1, NR1C3, PPARG1, PPARG2}, ZFP57 (ZFP57 zinc finger protein) [NCBI Gene 346171] {aka C6orf40, TNDM1, ZNF698, bA145L22, bA145L22.2}, PTPN22 (protein tyrosine phosphatase non-receptor type 22) [NCBI Gene 26191] {aka LYP, LYP1, LYP2, PEP, PTPN22.5, PTPN22.6}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, SLC2A2 (solute carrier family 2 member 2) [NCBI Gene 6514] {aka GLUT2}, CEL (carboxyl ester lipase) [NCBI Gene 1056] {aka BAL, BSDL, BSSL, CELL, CEase, FAP}, RFX6 (regulatory factor X6) [NCBI Gene 222546] {aka MTCHRS, MTFS, RFXDC1, dJ955L16.1}, NKX2-2 (NK2 homeobox 2) [NCBI Gene 4821] {aka NKX2.2, NKX2B}, HNF1B (HNF1 homeobox B) [NCBI Gene 6928] {aka ADTKD3, FJHN, HNF-1-beta, HNF-1B, HNF1beta, HNF2}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, HNF1A (HNF1 homeobox A) [NCBI Gene 6927] {aka HNF-1-alpha, HNF-1A, HNF1, HNF1alpha, IDDM20, LFB1}, MNX1 (motor neuron and pancreas homeobox 1) [NCBI Gene 3110] {aka HB9, HLXB9, HOXHB9, SCRA1}, BLK (BLK proto-oncogene, Src family tyrosine kinase) [NCBI Gene 640] {aka MODY11}, TRNG (tRNA-Gly) [NCBI Gene 4563] {aka MTTG}, CAPN10 (calpain 10) [NCBI Gene 11132] {aka CANP10, NIDDM1}, TNFRSF25 (TNF receptor superfamily member 25) [NCBI Gene 8718] {aka APO-3, DDR3, DR3, LARD, TNFRSF12, TR3}, KCNJ11 (potassium inwardly rectifying channel subfamily J member 11) [NCBI Gene 3767] {aka BIR, HHF2, IKATP, KIR6.2, MODY13, PHHI}
- **Diseases:** cardiomyopathy (MESH:D009202), polyphagia (MESH:D006963), beta-ketothiolase deficiency (MESH:C535434), stroke (MESH:D020521), retinopathy (MESH:D058437), hyperthyroidism (MESH:D006980), glycosuria (MESH:D006029), confusion (MESH:D003221), GAD (MESH:D008375), CDG (MESH:D018981), GDM (MESH:D016640), autoimmune (MESH:D001327), facial dysmorphism (MESH:C565579), pigmentary retinopathy (MESH:D012174), obese (MESH:D009765), Maturity-onset diabetes of the young (MESH:C562772), hemochromatosis (MESH:D006432), dysglycemic disorders (MESH:D009358), Friedreich's ataxia (MESH:D005621), exocrine pancreatic disorders (MESH:C565225), Neurologic dysfunction (MESH:D009461), hearing loss (MESH:D034381), acanthosis nigricans (MESH:D000052), seizures (MESH:D012640), sensorineural hearing loss (MESH:D006319), Metabolic Disorders (MESH:D008659), genetic syndromes (MESH:D030342), Rabson-Mendenhall syndrome (MESH:D056731), Cushing syndrome (MESH:D003480), optic nerve atrophy (MESH:D009896), MIDD (MESH:C536246), vision loss (MESH:D014786), Parkinson disease (MESH:D010300), renal tubular dysfunction (MESH:D005198), Mitochondrial Disorders (MESH:D028361), diseases of the exocrine pancreas (MESH:D010190), developmental abnormalities (MESH:D006130), uniparental disomy (MESH:D024182), Alstrom syndrome (MESH:D056769), injury to (MESH:D014947), mitochondrial cytopathies (MESH:C540770), ophthalmoplegia (MESH:D009886), PNDM (MESH:C563425), inflammatory (MESH:D007249), enterovirus (MESH:D004769), sideroblastic anemia (MESH:D000756), Epstein-Barr virus (MESH:D020031), congenital anomalies (MESH:D000013), Hyperglycemia (MESH:D006943), IR (MESH:C537629), intrauterine growth restriction (MESH:D005317), umbilical hernia (MESH:D006554), polyuria (MESH:D011141), hydatidiform mole (MESH:D006828), cystic fibrosis (MESH:D003550), prediabetes (MESH:D011236), DM (MESH:D009223), Pearson syndrome (MESH:C536353), Prader-Willi syndrome (MESH:D011218), Klinefelter syndrome (MESH:D007713)
- **Chemicals:** sulfonylurea (MESH:D013453), C-peptide (MESH:D002096), blood sugar (MESH:D001786), sugar (MESH:D000073893), aminoglycoside (MESH:D000617), vitamin D (MESH:D014807), ATP (MESH:D000255), glucose (MESH:D005947)
- **Species:** Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Bos taurus (bovine, species) [taxon 9913], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** A8296G, A1C, T3721C, A3243G

## Full text

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## References

75 references — full list in the complete paper: https://tomesphere.com/paper/PMC12941287/full.md

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Source: https://tomesphere.com/paper/PMC12941287