ReviewClinical proteomics2023
Systematic review of type 1 diabetes biomarkers reveals regulation in circulating proteins related to complement, lipid metabolism, and immune response.
Review in Clinical proteomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 21 citations in OpenAlex.
- A proteomic meta-analysis refinement of plasma extracellular vesicles.Scientific data · 2023Pooled it
- Biomarkers of partial remission in paediatric type 1 diabetes: β-cell stress, immune-metabolic remodelling, and translational priorities-a narrative review.Translational pediatrics · 2026Review
- SAA4: An Underdog Within the Serum Amyloid a Superfamily?International journal of molecular sciences · 2026Review
- Research progress and application prospects of multi-omics integration strategies in precision risk stratification of type 1 diabetes mellitus.Frontiers in immunology · 2026Review
- Blood methylome signatures in children exposed to maternal type 1 diabetes are linked to protection against islet autoimmunity.Nature metabolism · 2025Article
- Genetic mapping of complement system proteins for islet autoimmunity in children with high risk of T1D.Communications biology · 2025Article
- Identification of crucial extracellular genes as potential biomarkers in newly diagnosed Type 1 diabetesPeerJ · 2025Article
- Regulation of the immune microenvironment by SUMO in diabetes mellitus.Frontiers in immunology · 2025Review
- Review
- Exploring new frontiers in type 1 diabetes through advanced mass-spectrometry-based molecular measurements.Trends in molecular medicine · 2024Review
- Plasma proteomics in children with new-onset type 1 diabetes identifies new potential biomarkers of partial remission.Scientific reports · 2024Article
- Integrating Omics into Functional Biomarkers of Type 1 Diabetes.Cold Spring Harbor perspectives in medicine · 2024Review
- Mannan-Binding Lectin Is Associated with Inflammation and Kidney Damage in a Mouse Model of Type 2 Diabetes.International journal of molecular sciences · 2024Article
- Predictive biomarkers of rapidly developing insulin deficiency in children with type 1 diabetes.BMJ open diabetes research & care · 2024Article
- Decrease in multiple complement proteins associated with development of islet autoimmunity and type 1 diabetes.iScience · 2024Article
- Based on systematic druggable genome-wide Mendelian randomization identifies therapeutic targets for diabetes.Frontiers in endocrinology · 2024Article
- Fatty acid-mediated signaling as a target for developing type 1 diabetes therapies.Expert opinion on therapeutic targetsReview
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12 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundType 1 diabetes (T1D) results from an autoimmune attack of the pancreatic β cells that progresses to dysglycemia and symptomatic hyperglycemia. Current biomarkers to track this evolution are limited, with development of islet autoantibodies marking the onset of autoimmunity and metabolic tests used to detect dysglycemia. Therefore, additional biomarkers are needed to better track disease initiation and progression. Multiple clinical studies have used proteomics to identify biomarker candidates. However, most of the studies were limited to the initial candidate identification, which needs to be further validated and have assays developed for clinical use. Here we curate these studies to help prioritize biomarker candidates for validation studies and to obtain a broader view of processes regulated during disease development.
methodsThis systematic review was registered with Open Science Framework ( https://doi.org/10.17605/OSF.IO/N8TSA ). Using PRISMA guidelines, we conducted a systematic search of proteomics studies of T1D in the PubMed to identify putative protein biomarkers of the disease. Studies that performed mass spectrometry-based untargeted/targeted proteomic analysis of human serum/plasma of control, pre-seroconversion, post-seroconversion, and/or T1D-diagnosed subjects were included. For unbiased screening, 3 reviewers screened all the articles independently using the pre-determined criteria.
resultsA total of 13 studies met our inclusion criteria, resulting in the identification of 266 unique proteins, with 31 (11.6%) being identified across 3 or more studies. The circulating protein biomarkers were found to be enriched in complement, lipid metabolism, and immune response pathways, all of which are found to be dysregulated in different phases of T1D development. We found 2 subsets: 17 proteins (C3, C1R, C8G, C4B, IBP2, IBP3, ITIH1, ITIH2, BTD, APOE, TETN, C1S, C6A3, SAA4, ALS, SEPP1 and PI16) and 3 proteins (C3, CLUS and C4A) have consistent regulation in at least 2 independent studies at post-seroconversion and post-diagnosis compared to controls, respectively, making them strong candidates for clinical assay development.
conclusionsBiomarkers analyzed in this systematic review highlight alterations in specific biological processes in T1D, including complement, lipid metabolism, and immune response pathways, and may have potential for further use in the clinic as prognostic or diagnostic assays.
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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 OpenQuestion graph.