ReviewEuropean cardiology2019
The Role of Inflammation in Diabetes: Current Concepts and Future Perspectives.
Review in European cardiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06195566 (Physics Informed Machine Learning-based Prediction and Reversion of Impaired Fasting Glucose Management), which is not on this map. Cited by 741 papers, 6 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Physics Informed Machine Learning-based Prediction and Reversion of Impaired Fasting Glucose Management
Who cites it
741 citing papers in PubMed, 6 syntheses or guidelines pooled it, 1,353 citations in OpenAlex.
- Circulating CTRP1 in Adults with Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis.International journal of molecular sciences · 2026Pooled it
- Multitarget Pharmacological Mechanisms and Safety Profiles of Six Ethnobotanically Prioritized Indonesian Medicinal Plants for Cardiometabolic Disorders: A Systematic Review.Drug design, development and therapy · 2026Pooled it
- Effect of Quercetin on inflammatory markers in diabetes mellitus: a systematic review and meta-analysis of animal studies.Inflammopharmacology · 2026Pooled it
- Cross-Study Meta-Analysis of Blood Transcriptomes in Type 2 Diabetes.International journal of molecular sciences · 2025Pooled it
- Influence of maternal diabetes during pregnancy on ultrasound-measured fetal epicardial fat thickness: A meta-analysis.Biomolecules & biomedicine · 2025Pooled it
- Unraveling the rationale and conducting a comprehensive assessment of AdipoRon (adiponectin receptor agonist) as a candidate drug for diabetic nephropathy and cardiomyopathy prevention and intervention-a systematic review.Naunyn-Schmiedeberg's archives of pharmacology · 2025Pooled it
- Effect of aspirin on healthspan in community-dwelling older adults: the ASPirin in reducing events in the elderly study.Age and ageing · 2026Trial
- Navigating the potential of algal peptides: health effects, market applications, and scientific challenges.Annals of medicine · 2026Review
- The Neutrophil-To-Lymphocyte Ratio as an Associated Biomarker of Diabetic Nephropathy in Type 2 Diabetes Mellitus.Journal of clinical laboratory analysis · 2026Article
- Emotional Support Moderates Early Life Adversity's Impact on High Molecular Weight Adiponectin in Adolescent Females.Journal of child & adolescent trauma · 2026Article
- Plant by-products as a valuble source of natural antiglycemic compounds: Economic aspects and alternative raw material sources.Journal of food and drug analysis · 2026Review
- Non-Vigorous Physical Activity Associated with Reduced Hospitalization Risk with or without Diabetes or Peripheral Artery Disease: Study of Latinos.Medicine and science in sports and exercise · 2026Article
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- Magnesium and Diabetes: A Review of Recent Studies on the Efficacy of Supplementation with Mg in Humans Suffering from This Chronic Metabolic Disease.International journal of molecular sciences · 2026Review
- Intraglandular injection of amniotic-derived stem cell metabolites enhances submandibular gland regeneration in diabetic male rats.Odontology · 2026Article
- Bioelectrical phase angle predicts sarcopenia in older adults with type 2 diabetes mellitus.JBMR plus · 2026Article
- Monocytes Display Altered Inflammatory Profiles in Individuals with Diabetic Foot Ulcers Indicating Monocyte Dysfunction.European journal of immunology · 2026Article
- South African Herbal Teas and Diabetes-Mediated Mitochondrial Dysfunction: Emerging Evidence and Mechanistic Insights.Journal of food science · 2026Review
- Adipocytokine Profiles in Type 2 Diabetes Mellitus and Autoimmune Thyroid Disease: Associations With Metabolic and Hormonal Parameters.Physiological research · 2026Article
681 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
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Diabetes is a complex metabolic disorder affecting the glucose status of the human body. Chronic hyperglycaemia related to diabetes is associated with end organ failure. The clinical relationship between diabetes and atherosclerotic cardiovascular disease is well established. This makes therapeutic approaches that simultaneously target diabetes and atherosclerotic disease an attractive area for research. The majority of people with diabetes fall into two broad pathogenetic categories, type 1 or type 2 diabetes. The role of obesity, adipose tissue, gut microbiota and pancreatic beta cell function in diabetes are under intensive scrutiny with several clinical trials to have been completed while more are in development. The emerging role of inflammation in both type 1 and type 2 diabetes (T1D and T1D) pathophysiology and associated metabolic disorders, has generated increasing interest in targeting inflammation to improve prevention and control of the disease. After an extensive review of the possible mechanisms that drive the metabolic pattern in T1D and T2D and the inflammatory pathways that are involved, it becomes ever clearer that future research should focus on a model of combined suppression for various inflammatory response pathways.
Indexed as
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What OpenQuestion holds
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 OpenQuestion graph.