Evidence map›Paper›PMID 41613075›Full record

ArticleFrontiers in public health2025

Ultra-processed food intake and impairment across multiple cognitive domains in nationally representative older U.S. adults.

Heejin Lee, Elizabeth Ludwig-Borycz, Claire T McEvoy, Euridice Martínez-Steele, Neha Khandpur, Steven G Heeringa, Lindsay H Ryan, Kenneth M Langa, Julia A Wolfson, Cindy W Leung

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Heejin LeeDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Elizabeth Ludwig-BoryczCenter for Global Health Equity, University of Michigan, Ann Arbor, MI, United States.
Claire T McEvoyCentre for Public Health, Institute for Global Food Security, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom.
Euridice Martínez-SteeleDepartment of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil.
Neha KhandpurDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Steven G HeeringaInstitute for Social Research, University of Michigan, Ann Arbor, MI, United States.
Lindsay H RyanInstitute for Social Research, University of Michigan, Ann Arbor, MI, United States.
Kenneth M LangaInstitute for Social Research, University of Michigan, Ann Arbor, MI, United States.
Julia A WolfsonDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Cindy W LeungDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States.

Funding

HRS Yrs29-34: Y33 SSA CoFundingU01AG009740 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, KENNETH M LANGA · 1990 to 2026
$555.8M
NIA NIH HHS U01 AG009740
6 · The paper itself

Abstract

Introduction: Ultra-processed food (UPF) consumption, which accounts for more than 50% of energy intake in the U.S., has steadily increased among older adults over the past decade. UPF consumption is associated with overall cognitive decline, but few studies have examined the associations between UPF consumption and individual cognitive domains. In this study, we examined associations between UPF consumption and impairment in executive function, memory, language, visuospatial, and orientation using data from the longitudinal and nationally representative Health and Retirement Study (HRS). Methods: Data were drawn from HRS participants who took part in both the 2013 Health Care and Nutrition Study (HCNS) and the 2016 Harmonized Cognitive Assessment Protocol (HCAP) and who did not have dementia or memory problems at baseline (2012) ( Results: In the analytic sample, mean UPF intake was 42.3% energy/day. After adjustment for baseline sociodemographic and health characteristics, higher UPF consumption showed a marginally significant trend toward greater impairment in executive function (Q4 vs. Q1, OR 2.08, 95% CI 1.16-3.74; Q5 vs. Q1, OR 1.73, 95% CI 0.97-3.09; P-trend = 0.052). UPF consumption was not significantly associated with impairment in other cognitive domains. Discussion: Our findings highlight a potential association between high UPF intake and executive functioning impairment among older U.S. adults.

Indexed as

CognitionCognitive DysfunctionFast FoodsAgedAged, 80 and overExecutive FunctionFemaleFood, ProcessedHumansLongitudinal StudiesMaleMiddle AgedNutrition SurveysUnited Statescognitive domaincognitive impairmentexecutive functionHealth and Retirement Studyolder adultsultra-processed food

Identifiers

PMID41613075
PMCPMC12850515

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.