Evidence map›Paper›PMID 41282792›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Proteomic signatures of pediatric cardiovascular and cardiometabolic traits demonstrate long-term modifiable drivers of adult disease.

Joshua M Landman, Heather M Highland, Andrew S Perry, Annie G Howard, Quanhu Sheng, Anna Lorenz, Alexandra B Palmer, Shilin Zhao, Wanying Zhu, Xinruo Zhang and 32 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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

5 · Who and what money

Authors and funding

42 authors.

Heather M HighlandORCID 0000-0002-3583-8239
Alexandra B PalmerORCID 0000-0001-7634-7340
Victoria L BuchananORCID 0000-0001-9943-9950
Elizabeth G FrankelORCID 0009-0001-4764-612X
Eric H Farber-EgerORCID 0000-0003-0281-3796
Mohammad Y Anwar
Jessica K SprinklesORCID 0009-0003-5731-7324
Christine A BallardORCID 0000-0002-1173-3803
Absalon GutierrezORCID 0000-0002-5488-7028
Alexander S Petty
Benjamin Lippi
Lindsay Fernandez-RhodesORCID 0000-0001-6985-423X
Mohanraj Krishnan
Miryoung Lee
Joseph B McCormick
Susan P Fisher-Hoch
Penny Gordon-LarsenORCID 0000-0001-5322-4188
Ravi V Shah

Funding

Vanderbilt Diabetes Research CenterP30DK020593 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI OWEN P MCGUINNESS · 2012 to 2026
$29.3M
Improving disease subtyping and physiological characterization of adult-onset diabetes in electronic health recordsU01DK140952 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Eric R Gamazon, Maggie Ng · 2024 to 2026
$2.3M
Advancing Multi-Omics and Electronic Health Records Computational MethodologiesR01HG011138 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GAMAZON, ERIC R · 2020 to 2024
$1.6M
NHGRI NIH HHS R01 HG011138NIDDK NIH HHS P30 DK020593NIDDK NIH HHS U01 DK140952
6 · The paper itself

Abstract

While the earliest pathological signs of cardiovascular disease (CVD) emerge before age 20, current adult-based risk thresholds fail to identify a substantial fraction of high-risk children. With the rising prevalence of childhood obesity, the need for early and sensitive detection of cardiovascular-kidney-metabolic disease (CKMD) risk is paramount to enable timely intervention that can prevent the trajectory toward CVD in later life. To identify early accessible molecular biomarkers of CKMD in children, we measured 25 CKMD phenotypes, spanning liver, adipose, vascular, and dysglycemia traits, linked those to the circulating proteome and built a multi-protein signature of composite CKMD, leveraging data from 273 children and adolescents (13.1 ± 2.7 years; 53% females). We compared these results to the adult CKMD proteome, using data from 685 adults from the same community and 28,257 adults from the UK Biobank. The pediatric CKMD proteome was highly concordant with the adult CKMD proteome, reflecting known and novel mechanisms of pancreatic beta-cell health and insulin sensitivity, liver homeostasis, inflammation, and cholesterol metabolism. Similarly, multi-protein signatures of composite CKMD phenotypes in children were strongly associated with CKMD-related outcomes in both adult populations. Importantly, many proteins linked to pediatric CKMD were modifiable with GLP-1 receptor agonist therapy, associated with adult CKMD-related outcomes in a large-scale proteome-wide association study (PWAS), and exhibited significant variability during development (ages 4-24 years). These findings demonstrate that CKMD develops starting early in life-course continuum, with proteomic profiles linked to future irreversible CVD conditions emerging early in life when they may still be reversible. This highlights a critical opportunity to improve CVD-free longevity through precision medicine diagnosis and intervention in children and adolescents.

Identifiers

PMID41282792
PMCPMC12636639

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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.