SynthesisDiabetologia2018
Sex differences in the association between diabetes and cancer: a systematic review and meta-analysis of 121 cohorts including 20 million individuals and one million events.
Synthesis in Diabetologia, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
93 citing papers in PubMed, 6 syntheses or guidelines pooled it, 187 citations in OpenAlex.
- A large-scale, observational study to investigate the current status of diabetes complication and their prevention in Japan: incidence/risk factors for malignancies during follow-up-JDCP study 11 (English version).Diabetology international · 2024Guideline
- Effect of Metformin Use on Survival and Recurrence Rate of Gastric Cancer After Gastrectomy in Diabetic Patients: A Systematic Review and Meta-analysis of Observational Studies.Journal of gastrointestinal cancer · 2024 · on this mapPooled it
- Body mass index and cancer risk among adults with and without cardiometabolic diseases: evidence from the EPIC and UK Biobank prospective cohort studies.BMC medicine · 2023Pooled it
- American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2022Guideline
- Prevalent diabetes and risk of total, colorectal, prostate and breast cancers in an ageing population: meta-analysis of individual participant data from cohorts of the CHANCES consortium.British journal of cancer · 2021Pooled it
- Diabetes as a risk factor for heart failure in women and men: a systematic review and meta-analysis of 47 cohorts including 12 million individuals.Diabetologia · 2019Pooled it
- Feasibility of glycated haemoglobin target-setting in adults with diabetes: A mixed-methods study.PloS one · 2026Trial
- Randomized Study of Metformin and Intensive Lifestyle Intervention on Cancer Incidence over 21 Years of Follow-up in the Diabetes Prevention Program.Cancer prevention research (Philadelphia, Pa.) · 2025 · on this mapTrial
- Prediagnostic Plasma Metabolite Profiles and Prediction of Hepatocellular Carcinoma Risk: The Multiethnic Cohort.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- Diabetes and Cancer-Specific Survival: A Nationwide Population-Based Cohort Study Across Multiple Cancer Sites.Cancer reports (Hoboken, N.J.) · 2026Article
- Adiposity and cancer: epidemiology, mechanisms and future perspectives.Nature metabolism · 2026Review
- Protocol for the rural engagement in TelemedTeam for options in obesity treatment solutions (RE-TOOL): Cluster randomized trial investigating team-based telemedicine in rural primary care.Contemporary clinical trials communications · 2025Article
- Trends and Disparities in Cancer-Related Mortality Among Adults With Diabetes in the United States: 1999-2019.Endocrinology, diabetes & metabolism · 2025Review
- Association between diabetes self-management education attendance, hospital admissions and mortality in type 2 diabetes: A cohort analysis protocol.Diabetes, obesity & metabolism · 2025Article
- Enhancing self-care management among women with type 2 diabetes mellitus.Scientific reports · 2025Article
- PPAR-γ agonist pioglitazone and the risks of malignancy among type2 diabetes mellitus patients.Acta diabetologica · 2025Article
- Understanding multimorbidity: insights with graphical models.BMC medical research methodology · 2025Article
- Assessing the effect of modifiable risk factors on hepatocellular carcinoma: evidence from a bidirectional Mendelian randomization analysis.Discover oncology · 2025Article
- Article
- AKR1B1-dependent fructose metabolism enhances malignancy of cancer cells.Cell death and differentiation · 2024Article
33 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors at 3 institutions in 3 countries.
Funding
Abstract
aims/hypothesisDiabetes has been shown to be a risk factor for some cancers. Whether diabetes confers the same excess risk of cancer, overall and by site, in women and men is unknown.
methodsA systematic search was performed in PubMed for cohort studies published up to December 2016. Selected studies reported sex-specific relative risk (RR) estimates for the association between diabetes and cancer adjusted at least for age in both sexes. Random-effects meta-analyses with inverse-variance weighting were used to obtain pooled sex-specific RRs and women-to-men ratios of RRs (RRRs) for all-site and site-specific cancers.
resultsData on all-site cancer events (incident or fatal only) were available from 121 cohorts (19,239,302 individuals; 1,082,592 events). The pooled adjusted RR for all-site cancer associated with diabetes was 1.27 (95% CI 1.21, 1.32) in women and 1.19 (1.13, 1.25) in men. Women with diabetes had ~6% greater risk compared with men with diabetes (the pooled RRR was 1.06, 95% CI 1.03, 1.09). Corresponding pooled RRRs were 1.10 (1.07, 1.13) for all-site cancer incidence and 1.03 (0.99, 1.06) for all-site cancer mortality. Diabetes also conferred a significantly greater RR in women than men for oral, stomach and kidney cancer, and for leukaemia, but a lower RR for liver cancer. CONCLUSIONS/
interpretationDiabetes is a risk factor for all-site cancer for both women and men, but the excess risk of cancer associated with diabetes is slightly greater for women than men. The direction and magnitude of sex differences varies by location of the cancer.
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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.