Evidence map›Paper›PMID 42830766›Full record

ArticleBrain, behavior, & immunity - health2026

Inflammatory protein signatures as predictors of insulin resistance and cognitive function: a one-year longitudinal study in the

Carmen Schiweck, Judith Gruber, Janita Bralten, Giuseppe Fanelli, Indira Paz-Graniel, Veerle van Gils, Carlos Gomez-Martinez, Jordi Salas-Salvadó, Jeffrey Glennon, Geert Poelmans and 3 more

Abstract read
In one paragraph

Article in Brain, behavior, & immunity - health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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

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

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

13 authors.

Carmen SchiweckDepartment of Psychiatry, Psychotherapy and Psychosomatics, Goethe University Frankfurt, Germany.
Judith GruberDepartment of Psychiatry, Psychotherapy and Psychosomatics, Goethe University Frankfurt, Germany.
Janita BraltenDonders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.
Giuseppe FanelliDonders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.
Indira Paz-GranielUniversitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Alimentació, Nutrició, Desenvolupament i Salut Mental ANUT-DSM, Reus, Spain.
Veerle van GilsAlzheimer Center Limburg, Mental Health and Neuroscience Research Institute, Maastricht University, Maastricht, the Netherlands.
Carlos Gomez-MartinezUniversitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Alimentació, Nutrició, Desenvolupament i Salut Mental ANUT-DSM, Reus, Spain.
Jordi Salas-SalvadóUniversitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Alimentació, Nutrició, Desenvolupament i Salut Mental ANUT-DSM, Reus, Spain.
Jeffrey GlennonConway Institute of Biomolecular and Biomedical Research, School of Medicine, Belfield, Dublin 4, Ireland.
Geert PoelmansDonders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.
Barbara FrankeDonders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.
Andreas ReifDepartment of Psychiatry, Psychotherapy and Psychosomatics, Goethe University Frankfurt, Germany.
Silke MaturaDepartment of Psychiatry, Psychotherapy and Psychosomatics, Goethe University Frankfurt, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Large-scale studies have demonstrated a temporal relationship between insulin resistance (IR) and peripheral inflammation, with emerging evidence also suggesting a link to cognitive decline. However, most of the existing research has focused on individual inflammatory proteins, while the role of inflammatory protein signatures associated with IR and cognition remains unexplored. Aim: In this study, we investigated a) whether specific inflammatory protein signatures are associated with IR; b) whether baseline inflammatory protein signatures predict changes in Homeostatic Model Assessment for IR (HOMA-IR) after one-year follow-up, and c) whether baseline IR and/or specific inflammatory signatures predicted cognitive performance at follow-up. Methods: In 110 healthy adults from the Results: Next to the cumulative score, two inflammatory protein signatures were identified, related to 1) cytokine signalling, 2) immune cell migration. At baseline, the cytokine signalling signature correlated with HOMA-IR; together with BMI, CCL7 and CCL4 were consistently selected in >99% of models, with the penalised regression signature explaining 38,2% of HOMA-IR variance (mean out of sample R Conclusion: Our findings contribute to a better understanding of the specific inflammatory proteins involved in the temporal association between IR and inflammation: while CRP predicts HOMA-IR, the more specific signature linked to cytokine-signalling did not; instead, a high HOMA-IR predicted higher inflammation related to immune cell migration. We discovered proteins including CCL4, CCL7 and IL-10 associated with HOMA-IR, which should be explored further.

Identifiers

PMID42830766
PMCPMC13634109

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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 OpenQuestion graph.