Articles producció científicaBioquímica i Biotecnologia

Use of Different Food Classification Systems to Assess the Association between Ultra-Processed Food Consumption and Cardiometabolic Health in an Elderly Population with Metabolic Syndrome (PREDIMED-Plus Cohort)

  • Identification data

    Identifier:  imarina:9225154
    Authors:  Martinez-Perez, Celia; San-Cristobal, Rodrigo; Guallar-Castillon, Pilar...
    Abstract:
    The association between ultra-processed food (UPF) and risk of cardiometabolic disorders is an ongoing concern. Different food processing-based classification systems have originated discrepancies in the conclusions among studies. To test whether the association between UPF consumption and cardiometabolic markers changes with the classification system, we used baseline data from 5636 participants (48.5% female and 51.5% male, mean age 65.1 +/- 4.9) of the PREDIMED-Plus ("PREvention with MEDiterranean DIet") trial. Subjects presented with overweight or obesity and met at least three metabolic syndrome (MetS) criteria. Food consumption was classified using a 143-item food frequency questionnaire according to four food processing-based classifications: NOVA, International Agency for Research on Cancer (IARC), International Food Information Council (IFIC) and University of North Carolina (UNC). Mean changes in nutritional and cardiometabolic markers were assessed according to quintiles of UPF consumption for each system. The association between UPF consumption and cardiometabolic markers was assessed using linear regression analysis. The concordance of the different classifications was assessed with intra-class correlation coefficients (ICC3, overall = 0.51). The highest UPF consumption was obtained with the IARC classification (45.9%) and the lowest with NOVA (7.9%). Subjects with high UPF consumption showed a poor dietary profile. We detected a direct association between UPF consumption and BMI (p = 0.001) when using the NOVA system, and with systolic (p = 0.018) and diastolic (p = 0.042) blood pressure when using the UNC system. Food classification methodologies markedly influenced the association between UPF consumption and cardiometabolic risk markers.
  • Others:

    Link to the original source: https://www.mdpi.com/2072-6643/13/7/2471
    APA: Martinez-Perez, Celia; San-Cristobal, Rodrigo; Guallar-Castillon, Pilar; Angel Martinez-Gonzalez, Miguel; Salas-Salvado, Jordi; Corella, Dolores; Cast (2021). Use of Different Food Classification Systems to Assess the Association between Ultra-Processed Food Consumption and Cardiometabolic Health in an Elderly Population with Metabolic Syndrome (PREDIMED-Plus Cohort). Nutrients, 13(7), 2471-. DOI: 10.3390/nu13072471
    Paper original source: Nutrients. 13 (7): 2471-
    Article's DOI: 10.3390/nu13072471
    Journal publication year: 2021-07-01
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/publishedVersion
    Record's date: 2026-05-09
    URV's Author/s: Alkhoury, Nadine / Babio Sánchez, Nancy Elvira / Becerra Tomás, Nerea / Nishi, Stephanie Kimiko / Salas Salvadó, Jorge
    Department: Bioquímica i Biotecnologia
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: Journal Publications
    Author, as appears in the article.: Martinez-Perez, Celia; San-Cristobal, Rodrigo; Guallar-Castillon, Pilar...
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Journal volume: 13
    Thematic Areas: Nutrition and dietetics, Nutrition & dietetics, Food science, Educação física, Ciência de alimentos, Arquitetura, urbanismo e design
    Author's mail: nadine.alkhoury@urv.cat, nadine.alkhoury@urv.cat, stephanie.nishi@urv.cat, stephanie.nishi@urv.cat, nerea.becerra@urv.cat, nerea.becerra@urv.cat, nadine.alkhoury@urv.cat, nadine.alkhoury@urv.cat, nadine.alkhoury@urv.cat, nadine.alkhoury@urv.cat, jordi.salas@urv.cat, jordi.salas@urv.cat, nancy.babio@urv.cat, nancy.babio@urv.cat
  • Keywords:

    Waist circumference
    Validation
    Unc
    Ultra-processed food
    Triacylglycerol
    Systolic blood pressure
    Statistical model
    Spain
    Quality
    Products
    Predimed-plus
    Practice guideline
    Obesity
    Nutrition
    Nutrient intake
    Nova
    North carolina
    Middle aged
    Metabolic syndrome x
    Metabolic syndrome
    Mediterranean diet
    Male
    Major clinical study
    Low density lipoprotein cholesterol
    Linear regression analysis
    Linear models
    Likely impact
    Incidence
    Ific
    Iarc
    Hypertension
    Humans
    Human
    High density lipoprotein cholesterol
    Hemoglobin a1c
    Glucose
    Frequency questionnaire
    Food processing
    Food intake
    Food handling
    Food frequency questionnaire
    Female
    Fast foods
    Fast food
    Dietary pattern
    Diet
    mediterranean
    Diet surveys
    Diastolic blood pressure
    Creatinine
    Correlation coefficient
    Controlled study
    Cohort studies
    Cohort analysis
    Classification systems
    Classification algorithm
    Classification
    Cardiometabolic risk factors
    Cardiometabolic risk
    Caloric intake
    Body mass
    Article
    American diet
    Aged
    Adverse event
    Adult
    Adolescents
    Food Science
    Nutrition & Dietetics
    Nutrition and Dietetics
    Educação física
    Ciência de alimentos
    Arquitetura
    urbanismo e design
  • Documents:

  • Cerca a google

    Search to google scholar