SynthesisCell reports. Medicine2023
Plasma proteins and onset of type 2 diabetes and diabetic complications: Proteome-wide Mendelian randomization and colocalization analyses.
Synthesis in Cell reports. Medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 106 papers, 3 of them syntheses that pooled it.
What it found
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Who cites it
106 citing papers in PubMed, 3 syntheses or guidelines pooled it, 133 citations in OpenAlex.
- The mediating effects of plasma proteome on the association between selenium and systemic lupus erythematosus.Clinical rheumatology · 2026Pooled it
- Thyroid disorders and pregnancy loss: a bidirectional mendelian randomization exploration.BMC pregnancy and childbirth · 2025Pooled it
- Cross-ancestry analyses of Chinese and European populations reveal insights into the genetic architecture and disease implication of metabolites.Cell genomics · 2025Pooled it
- Integrative genomic and proteomic analyses identify candidate genetic loci and genetically supported proteins in age-related macular degeneration.Eye and vision (London, England) · 2026Article
- Integrating immune-cell transcriptomic data with Mendelian randomisation reveals novel causal genes for type 2 diabetes and its complications.Diabetologia · 2026Article
- Investigating the mechanisms linking vitamin D to coronary artery disease: A mediating proteomics Mendelian randomisation study.Medicine · 2026Article
- Integrating Proteome-Wide Association Studies and Single-Cell Transcriptomics Identifies GSTT2B as a Causal Mediator and Prioritizes COL4A1 in Diabetic Retinopathy.International journal of molecular sciences · 2026Article
- Hspa1b attenuates hypoxia/reoxygenation-induced cardiomyocyte injury through dual suppression of P53-driven apoptotic and ferroptotic pathways.Cell stress & chaperones · 2026Article
- Multi-ancestry colocalization approaches.PLoS genetics · 2026Article
- Integrated multi-omics strategies for identifying novel therapies in psoriasis.Bioinformatics (Oxford, England) · 2026Article
- Integrative proteogenomic and observational analysis identifies potential biomarkers for latent autoimmune diabetes in adults.Cardiovascular diabetology · 2026Observational
- Genetic evidence for causal roles of circulating proteins on breast cancer susceptibility.iScience · 2026Article
- Role of Complement Component 9 in Bone Health: Causal Evidence in Humans and Mechanistic Studies in Mice.Calcified tissue international · 2026Article
- SELE is associated with reduced breast cancer susceptibility: Evidence from Mendelian randomization and single-cell transcriptome.Translational oncology · 2026Article
- Identification of ephrin-A1-EphA2 signalling as a potential target for fracture prevention.Nature communications · 2026Article
- Genetic insights into radiomic and proteomic changes under β1-blockers treatment in hypertensive heart disease and hypertrophic cardiomyopathy.BMC medicine · 2026Article
- Unravelling the molecular mechanisms causal to type 2 diabetes across global populations and disease-relevant tissues.Nature metabolism · 2026Article
- Genetic associations of circulating plasma proteins with cardiometabolic diseases.Genome biology · 2026Article
- Genetic insights and mechanistic parallels in gestational diabetes mellitus and type 2 diabetes.Nature communications · 2026Article
- Immunoproteomic mediators of diabetic peripheral neuropathy: causal insights from Mendelian randomization and single-cell validation.Frontiers in immunology · 2026Article
46 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We conduct proteome-wide Mendelian randomization and colocalization analyses to decipher the associations of blood proteins with the risk of type 2 diabetes and diabetic complications. Genetic data on plasma proteome are obtained from 54,306 UK Biobank participants and 35,559 Icelanders. Summary-level data on type 2 diabetes are obtained from the DIAGRAM (DIAbetes Genetics Replication And Meta-analysis consortium) consortium (74,124 cases) and FinnGen study (33,043 cases). Data on 10 diabetic complications are obtained from FinnGen and corresponding studies. Among 1,886 proteins, genetically predicted levels of 47 plasma proteins are associated with type 2 diabetes. Eleven of these proteins have strong support of colocalization. Seventeen proteins are associated with at least one diabetic complication, although a few have colocalization support. HLA-DRA, AGER, HSPA1A, and HSPA1B are associated with most microvascular complications. This study reveals causal proteins for the onset of type 2 diabetes and diabetic complications, which enhances the understanding of molecular etiology and development of therapeutics.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.