ReviewInternational journal of medical sciences2014
Risk factors contributing to type 2 diabetes and recent advances in the treatment and prevention.
Review in International journal of medical sciences, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06989008 (Leveraging the Exposome and Patient Sensor Data to Enhance Personalized Diabetes Care Across Diverse Communities), which is not on this map. Cited by 467 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.
Leveraging the Exposome and Patient Sensor Data to Enhance Personalized Diabetes Care Across Diverse Communities
Who cites it
467 citing papers in PubMed, 9 syntheses or guidelines pooled it, 1,264 citations in OpenAlex.
- Enablers and barriers of e-learning utilising smart technologies in type 2 diabetes care for clinicians: a systematic review.BMJ open · 2025Pooled it
- The Impact of Okra (Abelmoschus esculentus) Supplementation on Diabetes and Obesity Biomarkers in Type 2 Diabetes Patients: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.Phytotherapy research : PTR · 2025Pooled it
- Type 2 diabetes mellitus as a predictor of severe outcomes in COVID-19 - a systematic review and meta-analyses.BMC infectious diseases · 2025Pooled it
- Association between non-high-density lipoprotein cholesterol and type 2 diabetes: a systematic review and meta-analysis of cohort studies.Endocrine journal · 2025Pooled it
- Association between diabetes mellitus and ossification of the spinal ligament: a systematic review and meta-analysis.Neurosurgical review · 2024Pooled it
- Meta-analysis of the effect of exercise intervention on cognitive function in elderly patients with type 2 diabetes mellitus.BMC geriatrics · 2024Pooled it
- Interactions between Gut Microbiota and Oral Antihyperglycemic Drugs: A Systematic Review.International journal of molecular sciences · 2024Pooled it
- Understanding the relationship between sleep and quality of life in type 2 diabetes: A systematic review of the literature.Journal of health psychology · 2023Pooled it
- The Effect of Cinnamon on Glycolipid Metabolism: A Dose-Response Meta-Analysis of Randomized Controlled Trials.Nutrients · 2023Pooled it
- The effect of educational program delivered Whatsapp based on the theory of planned behavior on dietary behaviors of women with prediabetes: a quasi-experimental study.BMC women's health · 2025Trial
- mHealth-Based Diabetes Prevention Program for Chinese Mothers With Abdominal Obesity: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Trial
- Comparison of an online versus conventional multidisciplinary collaborative weight loss programme in type 2 diabetes mellitus: A randomized controlled trial.International journal of nursing practice · 2023Trial
- Gut microbiome in type 2 diabetes: insights from metagenomics, multi-omics, and diet-microbe interactions.Gut microbes · 2026Review
- Association Between Serum Follicle-Stimulating Hormone Levels and Risk of Diabetes in Middle-Aged Men: A Long-Term Population-Based Longitudinal Study.Endocrinology, diabetes & metabolism · 2026Article
- Preimplantation genetic testing for polygenic diseases: A novel paradigm in embryo selection.Biochemistry and biophysics reports · 2026Review
- Maternal and cord-blood inflammatory markers and BDNF in diabetic vs. non-diabetic pregnancies.Scientific reports · 2026Article
- Identification and validation of lactylation-related diagnostic biomarkers for type 2 diabetes by WGCNA.Journal of clinical biochemistry and nutrition · 2026Article
- Analysis of the association of multidisciplinary team care and education intervention in patients with early-stage diabetic kidney disease in Taiwan.Endocrine journal · 2026Article
- Lifestyle habits and use of general medical services among individuals with obsessive-compulsive disorder: a qualitative study.BMC psychiatry · 2026Article
407 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
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Type 2 diabetes is a serious and common chronic disease resulting from a complex inheritance-environment interaction along with other risk factors such as obesity and sedentary lifestyle. Type 2 diabetes and its complications constitute a major worldwide public health problem, affecting almost all populations in both developed and developing countries with high rates of diabetes-related morbidity and mortality. The prevalence of type 2 diabetes has been increasing exponentially, and a high prevalence rate has been observed in developing countries and in populations undergoing "westernization" or modernization. Multiple risk factors of diabetes, delayed diagnosis until micro- and macro-vascular complications arise, life-threatening complications, failure of the current therapies, and financial costs for the treatment of this disease, make it necessary to develop new efficient therapy strategies and appropriate prevention measures for the control of type 2 diabetes. Herein, we summarize our current understanding about the epidemiology of type 2 diabetes, the roles of genes, lifestyle and other factors contributing to rapid increase in the incidence of type 2 diabetes. The core aims are to bring forward the new therapy strategies and cost-effective intervention trials of type 2 diabetes.
Indexed as
Identifiers
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.