Meta-analysisindependent cross-checkabstract checked★ key study I-LEG-111 in-depth review

Legumes, heart disease and diabetes (Nordic review)

Legume consumption in adults and risk of cardiovascular disease and type 2 diabetes: a systematic review and meta-analysis.

Overview

Thorisdottir B et al.. Food Nutr Res 2023 · PMID 37288088 · DOI 10.29219/fnr.v67.9541

Cohorts showed no clear link with heart disease or diabetes, while trials showed lower cholesterol and glucose with legumes.

Does the study support the specific claim? No · Methodological quality: high

Original publication

Plain-language summary

Study explained simply
What did the researchers want to find out?

Assess legumes and cardiometabolic disease.

How was the study done?

Systematic review and meta-analysis.

How many people, animals or samples were studied?

31 cohorts, 16 trials.

What was actually found?

Null hard endpoints; better LDL and glucose.

How large was the observed effect?

LDL -0.19 mmol/L.

What do the results mean in everyday life?

Eating legumes is not harmful and modestly improves blood fats and sugar.

What are the study's limitations?

Low intakes in cohorts; heterogeneity.

What does it say about Elawady's specific claim?

Contradicts the claim that legumes are harmful.

Do the results apply to Germany and Europe?

Directly applicable.

What can explicitly not be concluded from this study?

It does not prove that legumes prevent heart attacks.

Scientific in-depth review

1. Full reference

Authors
Thorisdottir B et al.
Journal
Food Nutr Res
Year
2023
Identifier
PMID 37288088 DOI 10.29219/fnr.v67.9541 · PMC10243120
Verification
verified – PubMed efetch 2026-10-26 + Crossref works API
Retracted
no
Corrections
none
Extent checked
abstract only
Conflicts of interest and funding

Partly funded by the Nordic Council of Ministers and Nordic food/health authorities; no conflicts declared.

2. Research question

Is legume consumption associated with CVD and T2D and their risk factors in healthy adults?

3. Study design and population

Study design
Meta-analysis – Systematic review and meta-analysis of RCTs (>=4 weeks) and prospective cohorts (>=12 months) for the Nordic Nutrition Recommendations 2023
Population

Healthy adults

Country

International (mostly Western cohorts with low legume intake)

Period

Searches to 16 May 2022

Sample size

47 studies: 31 cohorts (2,081,432 participants), 14 crossover RCTs (448), 1 parallel RCT, 1 non-randomised trial

Inclusion and exclusion criteria

Beans/lentils/peas/soybeans; excluded peanuts and legume products/flours/protein isolates.

4. Methods and endpoints

Exposure / intervention

Legume intake

Comparator

Lower intake / control diets

Endpoints

CVD, CHD, stroke, T2D; lipids, glycaemic markers, blood pressure

Statistical methods

Random-effects meta-analysis; RoB2, ROBINS-I, RoB-NObS; WCRF grading

5. Actual results

Results

Cohorts: suggestive of null associations for CVD, CHD, stroke and T2D. RCTs: total cholesterol -0.22 mmol/L, LDL-C -0.19 mmol/L, fasting glucose -0.19 mmol/L, HOMA-IR -0.30; heterogeneity I2 52% (LDL) and >75% for others. Overall evidence 'limited - no conclusion'.

Absolute risks

Not reported

Authors' conclusion

Legume intake was not found to influence CVD/T2D risk in populations with low intake, but favourable risk-factor effects support recommending legumes within healthy diets.

6. Strengths

  • Pre-specified, guideline-commissioned review
  • Separate RCT and cohort synthesis
  • Formal risk-of-bias tools

7. Weaknesses

  • Low legume intake in cohorts limits contrast
  • High heterogeneity
  • Abstract only read

8. Risk of bias

Orienting tool
AMSTAR 2
Type of assessment
simplified assessment (abstract only)
Full formal assessment
no
Overall risk of bias
low
Rationale

Comprehensive search and RoB assessment; conclusions appropriately cautious.

9. Assessment of the statistical interpretation

Benefits on surrogates (LDL) are consistent with I-LEG-02; null hard-endpoint associations mean benefit is unproven, but no harm signal.

10. Relevance to the specific claim

Contradicts claims that legumes are harmful (C-LEG-13, C-LEG-01): no harm signal; modest risk-factor benefits. Also tempers claims of large benefit.

11. Independent contrary findings

I-LEG-01 (small mortality benefit), I-LEG-112 (weak positive T2D association in Europe).

12. Transferability to Germany and Europe

Directly relevant (Nordic/European context).

13. Overall methodological judgement

Balanced, high-quality synthesis: legumes are not harmful and modestly improve lipids and glucose markers.

Multidimensional assessment
Multidimensional assessment
Authenticity of the sourceverified
Methodological qualityhigh
Risk of biaslow
Precision of resultsmoderate
Directnessdirect
Reproducibilityreplicated
Consistency with the overall evidencemixed
Regional transferabilitymoderate
Adequacy of the interpretation (by the archive)not applicable

14. Open questions

Effects at high intakes typical of Egypt.

15. Linked fact checks