Cargando…

Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations

Causal reductions in cardiovascular disease (CVD) with the Mediterranean diet (MedDiet) are supported by randomized trials, but the ability of nonrandomized studies to provide causal inferences in nutritional epidemiology is questioned. The “Seguimiento Universidad de Navarra” (SUN) project, conduct...

Descripción completa

Detalles Bibliográficos
Autores principales: Martínez-González, Miguel Ángel, Martín-Calvo, Nerea, Bretos-Azcona, Telmo, Carlos, Silvia, Delgado-Rodríguez, Miguel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9603524/
https://www.ncbi.nlm.nih.gov/pubmed/36294233
http://dx.doi.org/10.3390/ijerph192013653
_version_ 1784817572778082304
author Martínez-González, Miguel Ángel
Martín-Calvo, Nerea
Bretos-Azcona, Telmo
Carlos, Silvia
Delgado-Rodríguez, Miguel
author_facet Martínez-González, Miguel Ángel
Martín-Calvo, Nerea
Bretos-Azcona, Telmo
Carlos, Silvia
Delgado-Rodríguez, Miguel
author_sort Martínez-González, Miguel Ángel
collection PubMed
description Causal reductions in cardiovascular disease (CVD) with the Mediterranean diet (MedDiet) are supported by randomized trials, but the ability of nonrandomized studies to provide causal inferences in nutritional epidemiology is questioned. The “Seguimiento Universidad de Navarra” (SUN) project, conducted during 1999–2019 with 18,419 participants, was used to try to refute non-causal explanations for the inverse association found between adherence to the MedDiet and reduced CVD risk. A framework of different analytical strategies is proposed: alternative definitions of the exposure, exploration of residual confounding, resampling methods, depiction of absolute risks across the follow-up period, trial emulation, and negative controls. Additionally, we calculated the rate advancement period (RAP). We found that one standard deviation increase in the most frequently used MedDiet score was associated with a 29% relative reduction in CVD risk (95% Confidence Interval [CI] 14–41%), which is almost identical to that found in 2 randomized trials. The RAP of CVD would be postponed by an average of 7.9 years (95% CI: 1.6 to 14.2 years) by switching from low (MDS = 0 to2) to high (MDS = 7 to 9) adherence to the MedDiet in the fully adjusted model. Sensitivity analyses, graphical representations of absolute risks, trial emulation, and negative controls also supported causality. In conclusion, a framework of analytical approaches supported the causal effect of the MedDiet on CVD prevention using observational data. Similar methodology could be applied for causal inferences regarding other hypotheses.
format Online
Article
Text
id pubmed-9603524
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96035242022-10-27 Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations Martínez-González, Miguel Ángel Martín-Calvo, Nerea Bretos-Azcona, Telmo Carlos, Silvia Delgado-Rodríguez, Miguel Int J Environ Res Public Health Article Causal reductions in cardiovascular disease (CVD) with the Mediterranean diet (MedDiet) are supported by randomized trials, but the ability of nonrandomized studies to provide causal inferences in nutritional epidemiology is questioned. The “Seguimiento Universidad de Navarra” (SUN) project, conducted during 1999–2019 with 18,419 participants, was used to try to refute non-causal explanations for the inverse association found between adherence to the MedDiet and reduced CVD risk. A framework of different analytical strategies is proposed: alternative definitions of the exposure, exploration of residual confounding, resampling methods, depiction of absolute risks across the follow-up period, trial emulation, and negative controls. Additionally, we calculated the rate advancement period (RAP). We found that one standard deviation increase in the most frequently used MedDiet score was associated with a 29% relative reduction in CVD risk (95% Confidence Interval [CI] 14–41%), which is almost identical to that found in 2 randomized trials. The RAP of CVD would be postponed by an average of 7.9 years (95% CI: 1.6 to 14.2 years) by switching from low (MDS = 0 to2) to high (MDS = 7 to 9) adherence to the MedDiet in the fully adjusted model. Sensitivity analyses, graphical representations of absolute risks, trial emulation, and negative controls also supported causality. In conclusion, a framework of analytical approaches supported the causal effect of the MedDiet on CVD prevention using observational data. Similar methodology could be applied for causal inferences regarding other hypotheses. MDPI 2022-10-21 /pmc/articles/PMC9603524/ /pubmed/36294233 http://dx.doi.org/10.3390/ijerph192013653 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Martínez-González, Miguel Ángel
Martín-Calvo, Nerea
Bretos-Azcona, Telmo
Carlos, Silvia
Delgado-Rodríguez, Miguel
Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations
title Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations
title_full Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations
title_fullStr Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations
title_full_unstemmed Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations
title_short Mediterranean Diet and Cardiovascular Prevention: Why Analytical Observational Designs Do Support Causality and Not Only Associations
title_sort mediterranean diet and cardiovascular prevention: why analytical observational designs do support causality and not only associations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9603524/
https://www.ncbi.nlm.nih.gov/pubmed/36294233
http://dx.doi.org/10.3390/ijerph192013653
work_keys_str_mv AT martinezgonzalezmiguelangel mediterraneandietandcardiovascularpreventionwhyanalyticalobservationaldesignsdosupportcausalityandnotonlyassociations
AT martincalvonerea mediterraneandietandcardiovascularpreventionwhyanalyticalobservationaldesignsdosupportcausalityandnotonlyassociations
AT bretosazconatelmo mediterraneandietandcardiovascularpreventionwhyanalyticalobservationaldesignsdosupportcausalityandnotonlyassociations
AT carlossilvia mediterraneandietandcardiovascularpreventionwhyanalyticalobservationaldesignsdosupportcausalityandnotonlyassociations
AT delgadorodriguezmiguel mediterraneandietandcardiovascularpreventionwhyanalyticalobservationaldesignsdosupportcausalityandnotonlyassociations