ReviewComputational and structural biotechnology journal2021
Association of risk factors with type 2 diabetes: A systematic review.
Review in Computational and structural biotechnology journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 133 papers, 5 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
133 citing papers in PubMed, 5 syntheses or guidelines pooled it, 294 citations in OpenAlex.
- The association between diabetes mellitus and low back pain: a systematic review and meta-analysis.BMC musculoskeletal disorders · 2026Pooled it
- Barriers and Facilitators to the Delivery of Physical Activity Promotion by Healthcare Professionals for Adults With Type 2 Diabetes: A Mixed-Methods Systematic Review Using the Theoretical Domains Framework.Journal of diabetes research · 2026Pooled it
- Evidence of ethnic variations in the relationships between routinely recorded clinical factors and T2D: a systematic review and meta-analysis.International journal of obesity (2005) · 2025Pooled it
- A systematic review of the major risk factors for type two diabetes among Aboriginal Australians.BMC public health · 2024Pooled it
- Efficacy of Myricetin Supplementation on Glucose and Lipid Metabolism: A Systematic Review and Meta-Analysis of In Vivo Mice Studies.Nutrients · 2024Pooled it
- Evaluating intensive blood pressure control versus usual care on cardiovascular disease in patients with diabetes using win statistics: a subgroup analysis of a cluster randomized trial.Journal of advanced research · 2026Trial
- mHealth-Based Diabetes Prevention Program for Chinese Mothers With Abdominal Obesity: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Intranasal insulin enhances resting-state functional connectivity in Type 2 Diabetes.PloS one · 2025Trial
- Efficacy and safety of Obex® in overweight and obese subjects: a randomised, double-blind, placebo-controlled clinical trial.BMC complementary medicine and therapies · 2023Trial
- 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
- Self-Perceived Individual Health Responsibility Among Healthcare Workers: Associated Factors and Relationship with Preventive Behaviors-A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2026Article
- Inequalities in type 2 diabetes incidence in a multiethnic population: a cohort study investigating the impact of ethnicity, migration and mental health comorbidities.Diabetologia · 2026Article
- Low-level laser therapy and conventional treatment for diabetic foot ulcers: a case series.Lasers in medical science · 2026Observational
- A data-driven machine learning model for effective diabetes diagnosis.Scientific reports · 2026Article
- Compositional analyses of accelerometer-measured 24-h movement behaviors among adults with normoglycemia, pre-diabetes phenotypes, and diabetes: a population-based study.International journal of obesity (2005) · 2026Article
- DNA/RNA Methylation-Driven Coronary Microvascular Dysfunction: Emerging Pathogenic Mechanisms and Therapeutic Opportunities for Heart Failure in Diabetes.Cardiovascular drugs and therapy · 2026Review
- Type 2 diabetes risk and health-promoting behaviours among health sciences students: a cross-sectional analysis using FINDRISC and HPLP-II.BMC public health · 2026Article
- Diabetes Prevalence and Associated Factors Among Pasifika Adults in Australia: Findings from the Pasifika Preventing Diabetes Programme.Medical sciences (Basel, Switzerland) · 2026Article
- ROMO1 and mitochondrial complex II/SDH are required for spare respiratory capacity and glucose homeostasis in mice.Diabetologia · 2026Article
- A Novel Series of Flavone-Cinnamic Acid Hybrid Derivatives as Hypoglycemic Agents: Design, Synthesis, and Activity Studies.Chemistry & biodiversity · 2026Article
73 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
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Diabetes is the leading cause of severe health complications and one of the top 10 causes of death worldwide. To date, diabetes has no cure, and therefore, it is necessary to take precautionary measures to avoid its occurrence. The main aim of this systematic review is to identify the majority of the risk factors for the incidence/prevalence of type 2 diabetes mellitus on one hand, and to give a critical analysis of the cohort/cross-sectional studies which examine the impact of the association of risk factors on diabetes. Consequently, we provide insights on risk factors whose interactions are major players in developing diabetes. We conclude with recommendations to allied health professionals, individuals and government institutions to support better diagnosis and prognosis of the disease.
Indexed as
Identifiers
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.