Evidence map›Paper›PMID 38780967›Full record

ArticleProtein & cell2024

Integrative analysis of transcriptome, DNA methylome, and chromatin accessibility reveals candidate therapeutic targets in hypertrophic cardiomyopathy.

Junpeng Gao, Mengya Liu, Minjie Lu, Yuxuan Zheng, Yan Wang, Jingwei Yang, Xiaohui Xue, Yun Liu, Fuchou Tang, Shuiyun Wang and 3 more

Abstract read
In one paragraph

Article in Protein & cell, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

  1. Article
  2. Immature and mature myocardium in the pathophysiology of hypertrophic cardiomyopathy.Journal of molecular and cellular cardiology plus · 2026
    Review
  3. Article
  4. Observational
  5. Review
  6. Review
  7. Review
  8. Review
  9. Frontiers in cell and developmental biology · 2026
    Article
  10. Epigenetic advances in rheumatic heart disease.Journal of translational autoimmunity · 2025
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
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.

Junpeng GaoBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0003-2938-2359
Mengya LiuBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0002-8875-6907
Minjie LuState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100037, China.ORCID 0000-0002-4358-8073
Yuxuan ZhengBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0002-7407-5684
Yan WangBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0003-1761-8555
Jingwei YangBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0001-5823-0333
Xiaohui XueBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0002-0891-2421
Yun LiuBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0001-7241-7313
Fuchou TangBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0002-8625-7717
Shuiyun WangDepartment of Cardiovascular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.ORCID 0000-0002-0447-5164
Lei SongState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100037, China.ORCID 0000-0001-5958-9321
Lu WenBiomedical Pioneering Innovation Center, School of Life Sciences, Peking University, Beijing 100871, China.ORCID 0000-0002-1773-1876
Jizheng WangState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100037, China.ORCID 0000-0002-2961-524X

Funding

CAMS Innovation Fund for Medical Sciences 2023-I2M-1-001China Postdoctoral Science Foundation 2023M732704National Natural Science Foundation of China 82170290
6 · The paper itself

Abstract

Hypertrophic cardiomyopathy (HCM) is the most common inherited heart disease and is characterized by primary left ventricular hypertrophy usually caused by mutations in sarcomere genes. The mechanism underlying cardiac remodeling in HCM remains incompletely understood. An investigation of HCM through integrative analysis at multi-omics levels will be helpful for treating HCM. DNA methylation and chromatin accessibility, as well as gene expression, were assessed by nucleosome occupancy and methylome sequencing (NOMe-seq) and RNA-seq, respectively, using the cardiac tissues of HCM patients. Compared with those of the controls, the transcriptome, DNA methylome, and chromatin accessibility of the HCM myocardium showed multifaceted differences. At the transcriptome level, HCM hearts returned to the fetal gene program through decreased sarcomeric and metabolic gene expression and increased extracellular matrix gene expression. In the DNA methylome, hypermethylated and hypomethylated differentially methylated regions were identified in HCM. At the chromatin accessibility level, HCM hearts showed changes in different genome elements. Several transcription factors, including SP1 and EGR1, exhibited a fetal-like pattern of binding motifs in nucleosome-depleted regions in HCM. In particular, the inhibition of SP1 or EGR1 in an HCM mouse model harboring sarcomere mutations markedly alleviated the HCM phenotype of the mutant mice and reversed fetal gene reprogramming. Overall, this study not only provides a high-precision multi-omics map of HCM heart tissue but also sheds light on the therapeutic strategy by intervening in the fetal gene reprogramming in HCM.

Indexed as

Cardiomyopathy, HypertrophicChromatinDNA MethylationTranscriptomeAdultAnimalsDisease Models, AnimalEarly Growth Response Protein 1EpigenomeFemaleHumansMaleMiceMiddle AgedNucleosomesChromatinEarly Growth Response Protein 1EGR1 protein, humanNucleosomeschromatin accessibilityDNA methylationfetal gene reprogramminghypertrophic cardiomyopathymulti-omicstherapy

Identifiers

PMID38780967
PMCPMC11528543

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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.