ABSTRACT
A genome-wide association study (GWAS) is a powerful tool in investigating genetic contribution, which is a crucial factor in the development of complex multifactorial diseases, such as type 2 diabetes mellitus. Type 2 diabetes mellitus is a major healthcare burden in the Western Pacific region; however, there is limited availability of genetic-associated data for type 2 diabetes in Southeast Asia, especially among the Kinh Vietnamese population. This lack of information exacerbates global healthcare disparities. In this study, 997 Kinh Vietnamese individuals (503 with type 2 diabetes and 494 controls) were prospectively recruited and their clinical and paraclinical information was recorded. DNA samples were collected and whole genome genotyping was performed. Standard quality control and genetic imputation using the 1000 Genomes database were executed. A polygenic risk score for type 2 diabetes was generated in different models using East Asian, European, and mix ancestry GWAS summary statistics as training datasets. After quality control and genetic imputation, 107 polymorphisms reached suggestive statistical significance for GWAS (≤5 × 10-6) and rs11079784 was one of the potential markers strongly associated with type 2 diabetes in the studied population. The best polygenic risk score model predicting type 2 diabetes mellitus had AUC = 0.70 (95% confidence interval = 0.62-0.77) based on a mix of ancestral GWAS summary statistics. These data show promising results for genetic association with a polygenic risk score estimation in the Kinh Vietnamese population; the results also highlight the essential role of population diversity in a GWAS of type 2 diabetes mellitus.
Subject(s)
Diabetes Mellitus, Type 2 , Genetic Predisposition to Disease , Genome-Wide Association Study , Multifactorial Inheritance , Polymorphism, Single Nucleotide , Adult , Aged , Female , Humans , Male , Middle Aged , Case-Control Studies , Diabetes Mellitus, Type 2/genetics , Genetic Risk Score , Multifactorial Inheritance/genetics , Pilot Projects , Polymorphism, Single Nucleotide/genetics , Risk Factors , Southeast Asian People/genetics , Vietnam/epidemiologyABSTRACT
Summary: Mitochondrial diseases are a group of rare diseases presenting with heterogeneous clinical, biochemical, and genetic disorders caused by mutations in the mitochondrial or nuclear genome. Multiple organs can be affected, particularly those with high energy demand. Diabetes is a common endocrine manifestation of mitochondrial diseases. The onset of mitochondrial diabetes can be latent or acute, and the presenting phenotype can be type 1- or type 2-like. Studies show that diabetes ais associated with latent progression of cognitive decline in patients with mitochondrial encephalomyopathy, lactic acidosis, and stroke-like episodes (MELAS) syndrome. Herein, we report a case of rapid cognitive decline after the acute onset of diabetes in a patient with MELAS syndrome. The patient was a 36-year-old woman who was hospitalized due to hyperglycemic crisis and seizures. She was diagnosed with MELAS syndrome two years previously, and had gradually progressing dementia and hearing loss. However, following the acute onset of diabetes, she developed rapid cognitive decline and loss of ability to perform daily activities. In conclusion, the acute onset of diabetes could be an associated risk factor for rapid cognitive decline in patients with MELAS syndrome. Thus, these patients as well as healthy carriers with related genetic mutations should undergo diabetes education and screening tests. Moreover, clinicians should be aware of the possibility for acute onset of hyperglycemic crisis, particularly in the presence of triggering factors. Learning points: Diabetes is a common endocrine manifestation of mitochondrial diseases, presenting with a type 1- or type 2-like phenotype depending on the level of insulinopenia. Metformin should be avoided in patients with mitochondrial diseases to prevent metformin-induced lactic acidosis. Mitochondrial diabetes can manifest before or after the onset of MELAS syndrome. In patients with MELAS syndrome, diabetes can initially manifest with a life-threatening severe hyperglycemic crisis and can cause rapid cognitive decline. Diabetes screening tests (e.g. hemoglobin A1c, oral glucose tolerance test, or random blood glucose level measurement) should be performed either systematically or in the presence of symptoms, particularly after triggering events. Genetic testing and counseling should be provided to patients and their families for the purpose of better understanding the inheritance, progression, and possible outcomes of the disease.
ABSTRACT
PURPOSE: Genetic factors play an important role in the development of type 2 diabetes mellitus (T2DM) and metabolic syndrome (MetS). However, few genetic association studies related to these disorders have been performed with Vietnamese subjects. In this study, the potential associations of ADIPOQ single nucleotide polymorphisms (SNPs) with T2DM and MetS in a Kinh Vietnamese population were investigated. PATIENTS AND METHODS: A study with 768 subjects was conducted to examine the associations of four ADIPOQ SNPs (rs266729, rs1501299, rs3774261, and rs822393) primarily with T2DM and secondarily with MetS. The TaqMan SNP genotyping assay was used to determine genotypes from subjects' DNA samples. RESULTS: After statistical adjustment for age, sex, and body mass index, the ADIPOQ SNP rs266729 was found to be associated with increased risk of T2DM under multiple inheritance models: codominant (OR = 2.30, 95% CI = 1.16-4.58), recessive (OR = 2.17, 95% CI = 1.11-4.26), and log-additive (OR = 1.32, 95% CI = 1.02-1.70). However, rs1501299, rs3774261, and rs822393 were not associated with risk for T2DM. Additionally, rs266729, rs3774261, and rs822393 were statistically associated with MetS, while rs1501299 was not. Haplotype analysis showed a strong linkage disequilibrium between the SNP pairs rs266729/rs822393 and rs1501299/rs3774261, and the haplotype rs266729(G)/rs822393(T) was not statistically associated with MetS. CONCLUSION: The results show that rs266729 is a lead candidate SNP associated with increased risk of developing T2DM and MetS in a Kinh Vietnamese population, while rs3774261 is associated with MetS only. Further functional characterization is needed to uncover the mechanism underlying the potential genotype-phenotype associations.
ABSTRACT
Type 2 diabetes mellitus (T2DM) is a genetically influenced disease, but few studies have been performed to investigate the genetic basis of T2DM in Vietnamese subjects. Thus, the potential associations of KCNJ11 and ABCC8 single nucleotide polymorphisms (SNPs) with T2DM were investigated in a Kinh Vietnamese population. A cross-sectional study consisting of 404 subjects including 202 T2DM cases and 202 non-T2DM controls was designed to examine the potential associations of 4 KCNJ11 and ABCC8 SNPs (rs5219, rs2285676, rs1799859, and rs757110) with T2DM. Genotypes were identified based on restriction fragment length polymorphism and tetra-primer amplification refractory mutation system polymerase chain reaction. After statistically adjusting for age, sex, and BMI, rs5219 was found to be associated with an increased risk of T2DM under 2 inheritance models: codominant (ORâ =â 2.15, 95% confidence intervals [CI]â =â 1.09-4.22) and recessive (ORâ =â 2.08, 95%CIâ =â 1.09-3.94). On the other hand, rs2285676, rs1799859, and rs757110 were not associated with an increased risk of T2DM. Haplotype analysis elucidated a strong linkage disequilibrium between the 3 SNPs, rs5219, rs2285676, and rs757110. The haplotype rs5219(A)/rs2285676(T)/rs757110(G) was associated with an increased risk of T2DM (ORâ =â 1.42, 95%CIâ =â 1.01-1.99). The results show that rs5219 is a lead candidate SNP associated with an increased risk of developing T2DM in the Kinh Vietnamese population. Further functional characterization is needed to uncover the mechanism underlying the potential genotype-phenotype associations.