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The Study

Dietary Fatty Acids, Macronutrient Substitutions, Food Sources and Incidence of Coronary Heart Disease: Findings From the EPIC‐CVD Case‐Cohort Study Across Nine European Countries

In simple terms

This study found that people who ate more saturated fat from yogurt or fish tended to have less heart disease, and those who ate more from red meat or butter tended to have more — but it doesn’t prove that eating those foods caused the difference. It just shows a pattern, like noticing that kids who bring apples to school often don’t get sick — but maybe they also wash their hands a lot!

58%

Analysis score

58/ 58

Maximum 58 for a case-control study.

Where the score came from

Reporting35
Methodology56
Publication100
Statistical77
Study type (basis of the score)
Case-Control Study
Level 3b - Individual case-control study
What’s the bottom line?

Eating fat doesn't automatically raise heart disease risk — what matters more is where the fat comes from.

Where does this study sit?

Reviews of RCTs (Meta-analyses)

Max 100

Randomized Trials

Max 90

Reviews of Cohort Studies

Max 85

Cohort Studies

Max 72

Reviews of Case-Control Studies

Max 63

Case-Control Studies

Max 58

Cross-Sectional & Case Series

Max 50

Expert Opinion

Max 5
StrongerWeaker
Case-Control Studies
Level 3b
58

58 / 100

Quality score

Researchers compare people who have a condition (cases) with similar people who do not (controls), looking back in time for differences in exposure. Useful but more prone to bias.

Cannot establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1Yes — switching from butter or red meat to yogurt, cheese, or fish could meaningfully lower heart disease risk.
  2. 2Yogurt fat: 7% less heart disease.
  3. 3Cheese fat: 2% less.
  4. 4Fish fat: 13% less.
  5. 5Red meat fat: 7% more.
  6. 6Butter fat: 2% more.

Score breakdown, methodology, conflicts of interest, evidence analysis & raw study data

Publication

Journal

Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease

Year

2021

Authors

M. Steur, Laura Johnson, S. Sharp, F. Imamura, I. Sluijs, T. Key, A. Wood, Rajiv Chowdhury, M. Guevara, M. U. Jakobsen, I. Johansson, A. Koulman, K. Overvad, María-José Sánchez, Y. T. van der Schouw, A. Trichopoulou, E. Weiderpass, Maria Wennberg, Ju-Sheng Zheng, H. Boeing, J. Boer, M. Boutron‐Ruault, U. Ericson, A. Heath, I. Huybrechts, L. Imaz, R. Kaaks, V. Krogh, T. Kühn, C. Kyrø, G. Masala, O. Melander, C. Moreno-Iribas, S. Panico, J. Quirós, M. Rodríguez-Barranco, C. Sacerdote, Carmen Santiuste, G. Skeie, A. Tjønneland, R. Tumino, W. Verschuren, R. Zamora-Ros, C. Dahm, A. Perez-Cornago, M. Schulze, T. Tong, E. Riboli, N. Wareham, J. Danesh, A. Butterworth, N. Forouhi

Open Access
38 citations
Analysis v5
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