ReviewSignal transduction and targeted therapy2024
Type 2 diabetes mellitus in adults: pathogenesis, prevention and therapy.
Review in Signal transduction and targeted therapy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07452913 (Comparative Efficacy and Safety of Metformin-Empagliflozin-Sitagliptin vs. Metformin-Empagliflozin-Linagliptin as Initial Triple Therapy in Type 2 Diabetes Mellitus), which is not on this map. Cited by 333 papers, 9 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.
Comparative Efficacy and Safety of Metformin-Empagliflozin-Sitagliptin vs. Metformin-Empagliflozin-Linagliptin as Initial Triple Therapy in Type 2 Diabetes Mellitus
Who cites it
333 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Treatment preference for once-weekly versus once-daily DPP-4 inhibitors in patients with type 2 diabetes mellitus: a systematic review and meta-analysis of randomized controlled trials.Annals of medicine · 2026Pooled it
- Comparative Effects of Antidiabetic Drugs on Body Composition: A Systematic Review and Network Meta-Analysis.Diabetes, obesity & metabolism · 2026Pooled it
- Prevalence of undiagnosed type 2 diabetes in South Asia: A systematic review and meta-analysis.Endocrine · 2026Pooled it
- Triple oral therapy combining metformin, SGLT-2 and DPP-4 inhibitors versus dual therapy in type 2 diabetes mellitus: A systematic review and meta-analysis.Medicine · 2026 · on this mapPooled it
- Dual task performance in adults with type 2 diabetes mellitus: A systematic review with meta-analysis.Journal of diabetes investigation · 2026Pooled it
- Identification and optimized detection of two type 2 diabetes-associated enteric pathogens: Klebsiella and EPEC.BMC infectious diseases · 2026Pooled it
- Diabetes mellitus and risk of multiple sclerosis: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Effect of Quercetin on inflammatory markers in diabetes mellitus: a systematic review and meta-analysis of animal studies.Inflammopharmacology · 2026Pooled it
- Once-Weekly Insulin Efsitora Alfa Versus Once Daily Insulin in Patients With Type 2 Diabetes: A Systematic Review and Meta-Analysis.Endocrinology, diabetes & metabolism · 2025Pooled it
- Semaglutide Injection in Indian Patients With Type 2 Diabetes Mellitus: A Randomised, Phase III, Active-Controlled Study.Diabetes, obesity & metabolism · 2026Trial
- Efficacy and safety of efsubaglutide alfa in individuals with type 2 diabetes (SUPER1): a randomised, double-blind, placebo-controlled, Phase IIb/III trial.Diabetologia · 2026Trial
- [The Effect of Konjac Glucomannan on Blood Glucose and Insulin Levels in Obese Patients With Prediabetes].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026Trial
- Metabolic profiling of healthy vs. syndrome-associated obesity and effects of six-month metformin therapy.Acta diabetologica · 2026 · on this mapTrial
- Telmisartan vs. other antihypertensives on cardiometabolic and vascular outcomes in diabetic hypertension: A randomised trial.The Indian journal of medical research · 2026Trial
- Traditional Chinese medicine syndrome patterns and associated factors in adults with type 2 diabetes and metabolic syndrome: a data-driven analysis.Frontiers in endocrinology · 2026Trial
- Repurposing nitazoxanide in type 2 diabetes mellitus: a randomized controlled trial.Endocrine · 2025Trial
- Molecular interplay of insulin resistance and cancer: advances in monoclonal antibody therapeutics.Cancer biology & therapy · 2026Review
- Potential Involvement of Redox and Inflammatory Signalling in the Antihyperglycemic and Antioxidant Effects of Harmaline in Male Mice With Type 2 Diabetes.Endocrinology, diabetes & metabolism · 2026Article
- Review
- Structural Characterisation ofMolecules (Basel, Switzerland) · 2026Article
273 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
9 authors.
Funding
Abstract
Type 2 diabetes (T2D) is a disease characterized by heterogeneously progressive loss of islet β cell insulin secretion usually occurring after the presence of insulin resistance (IR) and it is one component of metabolic syndrome (MS), and we named it metabolic dysfunction syndrome (MDS). The pathogenesis of T2D is not fully understood, with IR and β cell dysfunction playing central roles in its pathophysiology. Dyslipidemia, hyperglycemia, along with other metabolic disorders, results in IR and/or islet β cell dysfunction via some shared pathways, such as inflammation, endoplasmic reticulum stress (ERS), oxidative stress, and ectopic lipid deposition. There is currently no cure for T2D, but it can be prevented or in remission by lifestyle intervention and/or some medication. If prevention fails, holistic and personalized management should be taken as soon as possible through timely detection and diagnosis, considering target organ protection, comorbidities, treatment goals, and other factors in reality. T2D is often accompanied by other components of MDS, such as preobesity/obesity, metabolic dysfunction associated steatotic liver disease, dyslipidemia, which usually occurs before it, and they are considered as the upstream diseases of T2D. It is more appropriate to call "diabetic complications" as "MDS-related target organ damage (TOD)", since their development involves not only hyperglycemia but also other metabolic disorders of MDS, promoting an up-to-date management philosophy. In this review, we aim to summarize the underlying mechanism, screening, diagnosis, prevention, and treatment of T2D, especially regarding the personalized selection of hypoglycemic agents and holistic management based on the concept of "MDS-related TOD".
Indexed as
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What Socratic 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 Socratic graph.