The Intersection of Diet Quality and Ultraprocessed Food Intake: Using Evidence-Based Categories to Characterize Differences in Cardiometabolic Profiles.

Objectives. To examine how ultraprocessed food (UPF) consumption and diet quality jointly relate to cardiometabolic health. Methods. This serial cross-sectional study used data from 15 760 US adults (aged ≥ 20 years) in the 2009–2018 National Health and Nutrition Examination Surveys. Participants co...

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Publicado en:American Journal of Public Health Vol. 116; no. 7; pp. 993 - 1004
Autores principales: Sheinberg, Elise, Schmidt, Laura A., Mande, Jerold R., Martinez-Steele, Euridice, Tobias, Deirdre K., Leung, Cindy W.
Formato: Artículo
Publicado: American Public Health Association Jul2026
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Acceso en línea:Ver este registro en EBSCOhost
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      dt: Jul2026
      vid: 116
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      pub: American Public Health Association
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        10.2105/AJPH.2026.308494
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        atl: The Intersection of Diet Quality and Ultraprocessed Food Intake: Using Evidence-Based Categories to Characterize Differences in Cardiometabolic Profiles.
      aug:
        au:
          Sheinberg, Elise
          Schmidt, Laura A.
          Mande, Jerold R.
          Martinez-Steele, Euridice
          Tobias, Deirdre K.
          Leung, Cindy W.
        affil:
          Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.
          Philip R. Lee Institute for Health Policy Studies and Department of Humanities and Social Sciences, University of California San Francisco, California
          Nourish Science, Boston, Massachusetts
          Department of Nutrition and Center for Epidemiological Studies in Health and Nutrition, University of São Paulo, Brazil.
          Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
      su:
        United States
        Cross-sectional method
        Food consumption
        Food habits
        Fasting
        Food quality
        Packaged foods
        Cardiovascular diseases
        Research funding
        Body mass index
        Multiple regression analysis
        Nutritional assessment
        Questionnaires
        Descriptive statistics
        Chi-squared test
        Blood sugar
        Metabolic syndrome
      sug:
        subj:
          Cross-sectional method
          Food consumption
          Food habits
          Fasting
          United States
          Packaged Frozen Food Merchant Wholesalers
          Food quality
          Packaged foods
          Cardiovascular diseases
          Research funding
          Body mass index
          Multiple regression analysis
          Nutritional assessment
          Questionnaires
          Descriptive statistics
          Chi-squared test
          Blood sugar
          Metabolic syndrome
      ab: Objectives. To examine how ultraprocessed food (UPF) consumption and diet quality jointly relate to cardiometabolic health. Methods. This serial cross-sectional study used data from 15 760 US adults (aged ≥ 20 years) in the 2009–2018 National Health and Nutrition Examination Surveys. Participants completed two 24-hour recalls and did not have a chronic disease. Diet quality was categorized using Healthy Eating Index–2020 (HEI) scores as high (70 to 100), moderate (60 to < 70), low (50 to < 60), and very low (0 to < 50). UPF consumption, determined by Nova classification, was categorized as high (≥ 40% energy intake) and low (< 40% energy intake). Joint HEI–UPF categories combined these variables. We examined unadjusted and adjusted associations between joint HEI–UPF category and anthropometric and cardiometabolic biomarkers. Results. Among US adults, only 0.3% had high HEI–low UPF consumption, while 45.3% had very low HEI–high UPF consumption. Those with very low HEI–high UPF intake had the least favorable metabolic profiles, including the highest mean body mass index (29.6, defined as weight in kilograms divided by the square of height in meters) and fasting glucose (106.2 milligrams per deciliter). Conclusions. Diet quality was more consistently associated with cardiometabolic health than UPF intake. Public Health Implications. Overall diet quality is a strong predictor of cardiometabolic health, even with varying UPF consumption. (Am J Public Health. 2026;116(7):993–1003. https://doi.org/10.2105/AJPH.2026.308494)
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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