Evidence map›Paper›PMID 39788323›Full record

ArticleThe Journal of nutrition2025

Association of Healthy Eating Index-2015 Total and Component Scores with Measures of Inflammation and Immune Activation in Healthy Adults.

Charles B Stephensen, Xiaowen Jiang, Barbara Gale, Janet M Peerson

Registry-linked trialAbstract read
In one paragraph

Article in The Journal of nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02367287 (Assessing the Impact of Diet on Inflammation in Healthy and Obese Adults in a Cross-Sectional Phenotyping Study), which is not on this map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

NCT02367287 completednot on this map

Assessing the Impact of Diet on Inflammation in Healthy and Obese Adults in a Cross-Sectional Phenotyping Study

TypeobservationalSponsorUSDA, Western Human Nutrition Research CenterRan2015 to 2019Enrolled393ConditionsObesity, Inflammation
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Charles B StephensenUSDA Western Human Nutrition Research Center, Davis, CA, United States; Nutrition Department, University of California, Davis, CA, United States. Electronic address: Charles.Stephensen@usda.gov.
Xiaowen JiangUSDA Western Human Nutrition Research Center, Davis, CA, United States.
Barbara GaleUSDA Western Human Nutrition Research Center, Davis, CA, United States.
Janet M PeersonUSDA Western Human Nutrition Research Center, Davis, CA, United States.

Funding

UC Davis Clinical and Translational Science CenterUL1TR000002 · NCATS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BERGLUND, LARS F · 2012 to 2015
$12.2M
NCATS NIH HHS UL1 TR000002
6 · The paper itself

Abstract

backgroundThe Healthy Eating Index (HEI)-2015 measures diet quality and is associated with a lower risk of death from chronic disease. Dietary components may affect health via multiple mechanisms, including decreasing inflammation and affecting immune activation.

objectiveWe hypothesized that the overall HEI-2015 score, or individual component scores, would be associated with altered inflammation and immune activation in healthy adults.

methodsThe association of HEI-2015 scores with 88 inflammation and immune activation markers was examined in 346 adults without diagnosed disease using general linear models to adjust for covariates, including visceral fat mass index (VFMI).

resultsThe overall HEI-2015 score was inversely associated with plasma C-reactive protein (CRP) and leukocyte concentrations, which are markers of inflammation, but these associations lost statistical significance with adjustment for VFMI. However, even with VFMI adjustment, the total vegetable score was inversely associated with total lymphocyte concentration (β = -0.157 ± 0.052, P = 0.019) and with monocyte and neutrophil activation (e.g., classic monocyte CD11b β = -0.153 ± 0.055, P = 0.030; neutrophil CD11b β = -0.122 ± 0.051, P = 0.049). The refined grain score was inversely associated with percent NK-T cells (β =-0.171 ± 0.058, P = 0.037), IL-10 production by T cells (β = -0.204 ± 0.057, P = 0.0039), and positively associated with plasma soluble CD14 (β = 0.220 ± 0.059, P = 0.0041). The total dairy score was positively associated with production of multiple cytokines by lipopolysaccharide-stimulated peripheral blood mononuclear cells [e.g., interleukin (IL)-1β β = 0.182 ± 0.054, P = 0.0066].

conclusionsAdjustment for VFMI decreased the association of HEI-2015 with inflammation, consistent with the known role of adiposity in mediating effects of poor diet on inflammation. This study also identified component scores associated with various aspects of immune activation that bear further study to clarify possible health benefits. This trial was registered at clinicaltrials.gov as NCT02367287.

Indexed as

Diet, HealthyInflammationAdultBiomarkersC-Reactive ProteinDietFemaleHumansMaleMiddle AgedYoung AdultBiomarkersC-Reactive Proteindietary patternhealthy eating index (HEI)immunityinflammationvisceral fat mass

Identifiers

PMID39788323
PMCPMC13639635

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Registered trials

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.