ArticleDiabetologia2022
Assessment of the bi-directional relationship between blood mitochondrial DNA copy number and type 2 diabetes mellitus: a multivariable-adjusted regression and Mendelian randomisation study.
Article in Diabetologia, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 15 citations in OpenAlex.
- A U-Shaped Association Between Blood mtDNA Copy Number and Risk of Type 2 Diabetes.Diabetes care · 2026Article
- Association of leukocyte mitochondrial DNA copy number and inflammation with mortality among older adults.Communications medicine · 2026Article
- Mitochondrial Dysfunction in Type 2 Diabetes and Metabolic Syndrome: Mechanisms, Biomarkers, and Emerging Therapies.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Review
- Investigating the genetic association of mitochondrial DNA copy number with neurodegenerative diseases.BMC neurology · 2025Article
- Association of maternal metabolic conditions with mitochondrial DNA copy number in cord blood.Precision nutrition · 2025Article
- Association Between Accelerometer-Measured Irregular Sleep Duration and Type 2 Diabetes Risk: A Prospective Cohort Study in the UK Biobank.Diabetes care · 2024Article
- The role of mitochondrial DNA copy number in cardiometabolic disease: a bidirectional two-sample mendelian randomization study.Cardiovascular diabetology · 2024Review
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
Abstract
aims/hypothesisMitochondrial dysfunction, which can be approximated by blood mitochondrial DNA copy number (mtDNA-CN), has been implicated in the pathogenesis of type 2 diabetes mellitus. Thus far, however, insights from prospective cohort studies and Mendelian randomisation (MR) analyses on this relationship are limited. We assessed the association between blood mtDNA-CN and incident type 2 diabetes using multivariable-adjusted regression analyses, and the associations between blood mtDNA-CN and type 2 diabetes and BMI using bi-directional MR.
methodsMultivariable-adjusted Cox proportional hazard models were used to estimate the association between blood mtDNA-CN and incident type 2 diabetes in 285,967 unrelated European individuals from UK Biobank free of type 2 diabetes at baseline. Additionally, a cross-sectional analysis was performed to investigate the association between blood mtDNA-CN and BMI. We also assessed the potentially causal relationship between blood mtDNA-CN and type 2 diabetes (N=898,130 from DIAGRAM, N=215,654 from FinnGen) and BMI (N=681,275 from GIANT) using bi-directional two-sample MR.
resultsDuring a median follow-up of 11.87 years, 15,111 participants developed type 2 diabetes. Participants with a higher level of blood mtDNA-CN are at lower risk of developing type 2 diabetes (HR 0.90 [95% CI 0.89, 0.92]). After additional adjustment for BMI and other confounders, these results attenuated moderately and remained present. The multivariable-adjusted cross-sectional analyses showed that higher blood mtDNA-CN was associated with lower BMI (-0.12 [95% CI -0.14, -0.10]) kg/m CONCLUSIONS/
interpretationThe results from the present study indicate that the observed association between low blood mtDNA-CN and higher risk of type 2 diabetes is likely not causal.
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