AUTHOR=García Silvia , Monserrat-Mesquida Margalida , Mas-Fontao Sebastián , Cuadrado-Soto Esther , Ortiz-Ramos María , Matía-Martín Pilar , Daimiel Lidia , Vázquez Clotilde , Tur Josep A. , Bouzas Cristina TITLE=Body composition and CO2 dietary emissions JOURNAL=Frontiers in Public Health VOLUME=Volume 12 - 2024 YEAR=2025 URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1432109 DOI=10.3389/fpubh.2024.1432109 ISSN=2296-2565 ABSTRACT=BackgroundThe amount and quality of foods consumed not only impact on individual health, as reflected in body composition, but they could influence on greenhouse gas emissions and then, on environment.AimThis study aims to assess the relationship between the body composition and the CO2 emissions resulting from the dietary choices of an adult population.DesignA cross-sectional study on baseline data from 778 participants aged 55–75 years old, with metabolic syndrome (MetS) as part of the PREDIMED-Plus study.MethodsFood intake was registered using a validated semi quantitative 143-item food frequency questionnaire. The amount of CO2 emitted was calculated using data from the Agribalyse® 3.0.1 database. Anthropometry (body weight, height, and waist, and hip circumference, and body mass index) was determined by usual measurements, and body composition (fat mass, visceral fat, muscular mass, fat free mass, and total body water) were assessed by bioimpedance.ResultsCO2 emissions were linearly and positively associated with weight, waist circumference, visceral fat, fat free mass, total body water and energy intake.ConclusionBody composition is associated with dietary CO2 emissions. The higher total body water, fat free mass, and body weight, the higher the dietary CO2 emissions were, following a linear relationship.Clinical trial registrationhttp://www.isrctn.com/ISRCTN89898870, ISRCTN89898870.