Evidence map›Paper›PMID 35930447›Full record

ArticleAmerican journal of physiology. Heart and circulatory physiology2022

Proteogenomics reveals sex-biased aging genes and coordinated splicing in cardiac aging.

Yu Han, Sara A Wennersten, Julianna M Wright, R W Ludwig, Edward Lau, Maggie P Y Lam

Open access · greenAbstract read
In one paragraph

Article in American journal of physiology. Heart and circulatory physiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
2.5field-weighted citation impact, top 10% of its field
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

21 citing papers in PubMed, 30 citations in OpenAlex.

  1. Article
  2. Review
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  4. Article
  5. SALVE: prediction of interorgan communication with transcriptome latent space representation.American journal of physiology. Heart and circulatory physiology · 2025
    Article
  6. Article
  7. Review
  8. Article
  9. Review
  10. Review
  11. Article
  12. Unlocking the dark matter: noncoding RNAs and RNA modifications in cardiac aging.American journal of physiology. Heart and circulatory physiology · 2024
    Review
  13. Sex as a biological variable for cardiovascular physiology.American journal of physiology. Heart and circulatory physiology · 2024
    Review
  14. Cardiovascular aging: spotlight on mitochondria.American journal of physiology. Heart and circulatory physiology · 2024
    Review
  15. Hypertrophic cardiomyopathy inThe journal of cardiovascular aging · 2024
    Article
  16. Review
  17. Review
  18. Seeking clarity on sex differences in cardiovascular complications of Down syndrome.American journal of physiology. Heart and circulatory physiology · 2023
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Yu HanDepartment of Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, Colorado.
Sara A WennerstenDepartment of Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, Colorado.ORCID 0000-0002-9846-9530
Julianna M WrightDepartment of Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, Colorado.ORCID 0000-0002-9255-8292
R W LudwigDepartment of Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, Colorado.
Maggie P Y LamDepartment of Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, Colorado.ORCID 0000-0001-9488-8319
University of Colorado Anschutz Medical Campus · US

Funding

Alternative Protein Isoforms in Ventricular RemodelingR01HL141278 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI Maggie Lam · 2018 to 2026
$3.5M
Multi-Omics Approach to Identify Cardiokines in Human iPSC ModelsR00HL144829 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI LAU, EDWARD · 2020 to 2022
$733k
ER Stress and Protein Dynamics in Cardiac RemodelingR00HL127302 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI LAM, MAGGIE · 2017 to 2019
$731k
Investigating systems physiology with multi-omics dataR03OD032666 · OD · UNIVERSITY OF COLORADO DENVER · PI LAU, EDWARD · 2021 to 2021
$311k
Recovering Proteoforms from Cardiovascular Omics Datasets: A Multi-omics Secondary AnalysisR21HL150456 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI LAM, MAGGIE · 2020 to 2021
$233k
Differential Proteoform Regulation by Alternative Splicing in Cardiac Aging and HypertrophyF32HL149191 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI HAN, YU · 2019 to 2021
$128k
HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) F32-HL149191HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) R00-HL127302HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) R00-HL144829HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) R01-HL141278HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) R21-HL150456HHS | NIH | NIH Office of the Director (OD) R03-OD032666NHLBI NIH HHS F32 HL149191NHLBI NIH HHS R00 HL127302NHLBI NIH HHS R00 HL144829NHLBI NIH HHS R01 HL141278NHLBI NIH HHS R21 HL150456NIH HHS R03 OD032666
6 · The paper itself

Abstract

The risks of heart diseases are significantly modulated by age and sex, but how these factors influence baseline cardiac gene expression remains incompletely understood. Here, we used RNA sequencing and mass spectrometry to compare gene expression in female and male young adult (4 mo) and early aging (20 mo) mouse hearts, identifying thousands of age- and sex-dependent gene expression signatures. Sexually dimorphic cardiac genes are broadly distributed, functioning in mitochondrial metabolism, translation, and other processes. In parallel, we found over 800 genes with differential aging response between male and female, including genes in cAMP and PKA signaling. Analysis of the sex-adjusted aging cardiac transcriptome revealed a widespread remodeling of exon usage patterns that is largely independent from differential gene expression, concomitant with upstream changes in RNA-binding protein and splice factor transcripts. To evaluate the impact of the splicing events on cardiac proteoform composition, we applied an RNA-guided proteomics computational pipeline to analyze the mass spectrometry data and detected hundreds of putative splice variant proteins that have the potential to rewire the cardiac proteome. Taken together, the results here suggest that cardiac aging is associated with 1) widespread sex-biased aging genes and 2) a rewiring of RNA splicing programs, including sex- and age-dependent changes in exon usages and splice patterns that have the potential to influence cardiac protein structure and function. These changes contribute to the emerging evidence for considerable sexual dimorphism in the cardiac aging process that should be considered in the search for disease mechanisms.

Indexed as

ProteogenomicsAgingAlternative SplicingAnimalsFemaleMaleMiceRNA-Binding ProteinsRNA SplicingRNA-Binding Proteinsagingalternative splicingproteoformsproteogenomicssex difference

Identifiers

PMID35930447
PMCPMC9448281
OpenAlexW4289947631

What OpenQuestion holds

Textmetadata
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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 OpenQuestion graph.