ArticleBMC medical genomics2015
Metabolic changes in type 2 diabetes are reflected in peripheral blood cells, revealing aberrant cytotoxicity, a viral signature, and hypoxia inducible factor activity.
Article in BMC medical genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 29 citations in OpenAlex.
- Metformin upregulates mitophagy in patients with T2DM: A randomized placebo-controlled study.Journal of cellular and molecular medicine · 2020Trial
- Association Between Type 2 Diabetes and Viruses with Oncomodulatory Activity in Patients with Squamous Cell Carcinoma.Current issues in molecular biology · 2026Article
- Association of HIF1α, BNIP3, and BNIP3L with Hypoxia-Related Metabolic Stress in Metabolic Syndrome.Medicina (Kaunas, Lithuania) · 2026Article
- Augmented MHC Class I on Professional Antigen-Presenting Cells and Enhanced Cytokine Production by CD8European journal of immunology · 2025Article
- Flavonoids regulating NLRP3 inflammasome: a promising approach in alleviating diabetic peripheral neuropathy.Inflammopharmacology · 2025Review
- Metabolic Side Effects from Antipsychotic Treatment with Clozapine Linked to Aryl Hydrocarbon Receptor (AhR) Activation.Biomedicines · 2024Review
- Increasing HbA1c is associated with reduced CD8Cellular and molecular life sciences : CMLS · 2024Article
- Prevalence, Outcome, and Prevention of Congenital Cytomegalovirus Infection in Neonates Born to Women With Preconception Immunity (CHILd Study).Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2023Article
- ANGPTL4 May Regulate the Crosstalk Between Intervertebral Disc Degeneration and Type 2 Diabetes Mellitus: A Combined Analysis of Bioinformatics and Rat Models.Journal of inflammation research · 2023Article
- Molecular Mechanisms of Hawthorn Extracts in Multiple Organs Disorders in Underlying of Diabetes: A Review.International journal of endocrinology · 2022Review
- Respiratory Tract Infections in Diabetes - Lessons From Tuberculosis and Influenza to Guide Understanding of COVID-19 Severity.Frontiers in endocrinology · 2022Review
- An interferon-related signature characterizes the whole blood transcriptome profile of insulin-resistant individuals-the CODAM study.Genes & nutrition · 2021Article
- The role of T-cell immunity in COVID-19 severity amongst people living with type II diabetes.The FEBS journal · 2021Review
- Uncurtaining the pivotal role of ABC transporters in diabetes mellitus.Environmental science and pollution research international · 2021Review
- Whole blood co-expression modules associate with metabolic traits and type 2 diabetes: an IMI-DIRECT study.Genome medicine · 2020Article
- New role for ceramide in hypoxia and insulin resistance.World journal of gastroenterology · 2020Review
- HbADiabetologia · 2018Article
- Bloodstream infections in internal medicine.Virulence · 2016Review
Corrections and comments
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Authors and funding
11 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMetabolic syndrome (MetS) is characterized by central obesity, insulin resistance, dysglycemia, and a pro-atherogenic plasma lipid profile. MetS creates a high risk for development of type 2 diabetes (T2DM) and cardiovascular disease (CVD), presumably by altering inflammatory responses. Presently, it is unknown how the chronic metabolic disturbances in acute hyperglycemia, MetS and T2DM affect the immune activity of peripheral blood cells.
methodsWe performed genome-wide expression analysis of peripheral blood cells obtained from patients with T2DM (n = 6) and age-, sex- , BMI- and blood pressure-matched obese individuals with MetS (n = 4) and lean healthy normoglycemic controls (n = 3), both under fasting conditions and after controlled induction of acute hyperglycemia during a 70 min hyperglycemic clamp. Differential gene expression during fasting conditions was confirmed by real-time PCR, for which we included additional age-, sex-, BMI-, and blood pressure-matched obese individuals with (n = 4) or without (n = 4) MetS.
resultsPathway and Gene ontology analysis applied to baseline expression profiles of peripheral blood cells from MetS and T2DM patients revealed metabolic changes, highly similar to a reoviral infection gene signature in T2DM patients. Transcription factor binding site analysis indicated that increased HIF-1α activity, a transcription factor induced by either hypoxia or oxidative stress, is responsible for this aberrant metabolic profile in peripheral blood cells from T2DM patients. Acute hyperglycemia in healthy controls resulted in reduced expression of cytotoxicity-related genes, representing NK- and CD8(+) cells. In obese controls, MetS and especially T2DM patients, baseline expression of genes involved in cytotoxicity was already low, compared to healthy controls and did not further decrease upon acute hyperglycemia.
conclusionsThe reduced activity of cytotoxic genes in T2DM is explained by chronic hyperglycemia, but its acute effects are restricted to healthy controls. Genome expression of circulating leukocytes from T2DM patients differs from MetS individuals by a specific reovirus signature. Our data thus suggest a role for suppressed anti-viral capacity in the etiology of diabetes.
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