Evidence map›Paper›PMID 40205185›Full record

ArticleEuropean journal of nutrition2025

Associations between ultra-processed food and drink consumption and biomarkers of chronic low-grade inflammation: exploring the mediating role of adiposity.

Seán R Millar, Janas M Harrington, Ivan J Perry, Catherine M Phillips

Abstract read
In one paragraph

Article in European journal of nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–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

11 citing papers in PubMed.

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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.

Seán R MillarCentre for Health and Diet Research, School of Public Health, University College Cork, Cork, Ireland. s.millar@ucc.ie.ORCID http://orcid.org/0000-0003-4453-8446
Janas M HarringtonCentre for Health and Diet Research, School of Public Health, University College Cork, Cork, Ireland.ORCID http://orcid.org/0000-0002-6238-7031
Ivan J PerryCentre for Health and Diet Research, School of Public Health, University College Cork, Cork, Ireland.ORCID http://orcid.org/0000-0002-4965-9792
Catherine M PhillipsSchool of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.ORCID http://orcid.org/0000-0003-4916-4463

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeHigher ultra-processed food and drink (UPFD) consumption has been linked with increased risk of non-communicable diseases. Low-grade systemic inflammation may partly underlie this relationship, yet limited research on UPFDs exists in this context. We examined UPFD associations with inflammatory biomarkers and explored whether relationships are mediated by adiposity.

methodsThis was a cross-sectional study of 1,986 middle- to older-aged men and women. Using the NOVA classification, UPFD weight ratios were calculated for each participant. Correlation and multivariate-adjusted linear regression analyses were used to test UPFD intake associations with a wide range of inflammatory biomarkers. Mediation analyses explored whether relationships were independent or mediated by adiposity, defined by body mass index (BMI) or waist-height ratio (WHtR).

resultsSignificant direct effects between UPFD consumption and higher levels of interleukin 6, tumour necrosis factor-alpha, white blood cell counts and constituent neutrophils, basophils, and the neutrophil-to-lymphocyte ratio, were observed in models which controlled for a range of potential confounders, and which additionally adjusted for BMI or WHtR. Higher levels of adiposity were found to mediate relationships between UPFD intake and biomarkers, with the percentage of total effect mediated ranging from 12.7 to 70.1% for models including BMI, and 13.5 to 64.5% for models including WHtR.

conclusionsConsumption of UPFDs is associated with a less optimal inflammatory biomarker profile and the total effect of UPFD intake on biomarker concentrations is likely due both to higher levels of adiposity related to UPFD consumption and the pro-inflammatory potential of UPFD products.

Indexed as

AdiposityDietFast FoodsInflammationAgedBiomarkersBody Mass IndexCross-Sectional StudiesFemaleFood, ProcessedHumansInterleukin-6MaleMiddle AgedTumor Necrosis Factor-alphaWaist-Height RatioBiomarkersInterleukin-6Tumor Necrosis Factor-alphaAdiposityLow-grade inflammationUltra-processed drinksUltra-processed foods

Identifiers

PMID40205185
PMCPMC11982146

What Socratic holds

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Registered trials

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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 Socratic graph.