Open access · OA
via OpenAlex
Myocardial Gene Expression Signatures in Human Heart Failure With Preserved Ejection Fraction
Virginia S. Hahn, Hildur Knútsdóttir, Xin Luo, Kenneth Bedi, Kenneth B. Margulies, Saptarsi M. Haldar, Marina Stolina, Jun Yin, Aarif Y. Khakoo, Joban Vaishnav, Joel S. Bader, David A. Kass, Kavita Sharma
Circulation · 2020 · ▲ 286 citations
Mitochondrial dysfunction
Altered intercellular communication
Chronic inflammation
Disabled macroautophagy
Human
Abstract
BACKGROUND: Heart failure (HF) with preserved ejection fraction (HFpEF) constitutes half of all HF but lacks effective therapy. Understanding of its myocardial biology remains limited because of a paucity of heart tissue molecular analysis. METHODS: We performed RNA sequencing on right ventricular septal endomyocardial biopsies prospectively obtained from patients meeting consensus criteria for HFpEF (n=41) contrasted with right ventricular septal tissue from patients with HF with reduced ejection fraction (HFrEF, n=30) and donor controls (n=24). Principal component analysis and hierarchical clustering tested for transcriptomic distinctiveness between groups, effect of comorbidities, and differential gene expression with pathway enrichment contrasted HF groups and donor controls. Within HFpEF, non-negative matrix factorization and weighted gene coexpression analysis identified molecular subgroups, and the resulting clusters were correlated with hemodynamic and clinical data. RESULTS: Patients with HFpEF were more often women (59%), African American (68%), obese (median body mass index 41), and hypertensive (98%), with clinical HF characterized by 65% New York Heart Association Class III or IV, nearly all on a loop diuretic, and 70% with a HF hospitalization in the previous year. Principal component analysis separated HFpEF from HFrEF and donor controls with minimal overlap, and this persisted after adjusting for primary comorbidities: body mass index, sex, age, diabetes, and renal function. Hierarchical clustering confirmed group separation. Nearly half the significantly altered genes in HFpEF versus donor controls (1882 up, 2593 down) changed in the same direction in HFrEF; however, 5745 genes were uniquely altered between HF groups. Compared with controls, uniquely upregulated genes in HFpEF were enriched in mitochondrial adenosine triphosphate synthesis/electron transport, pathways downregulated in HFrEF. HFpEF-specific downregulated genes engaged endoplasmic reticulum stress, autophagy(definition), and angiogenesis. Body mass index differences largely accounted for HFpEF upregulated genes, whereas neither this nor broader comorbidity adjustment altered pathways enriched in downregulated genes. Non-negative matrix factorization identified 3 HFpEF transcriptomic subgroups with distinctive pathways and clinical correlates, including a group closest to HFrEF with higher mortality, and a mostly female group with smaller hearts and proinflammatory signaling. These groupings remained after sex adjustment. Weighted gene coexpression analysis yielded analogous gene clusters and clinical groupings. CONCLUSIONS: HFpEF exhibits distinctive broad transcriptomic signatures and molecular subgroupings with particular clinical features and outcomes. The data reveal new signaling targets to consider for precision therapeutics.
◌ CITATION ONLY
Full text is not openly licensed for redistribution here. Read it at the source:
Provenance
- Source
- OpenAlex
- DOI
- 10.1161/circulationaha.120.050498
- Canonical
- link ↗
- Fetched
- 2026-07-25 MST
Cite this
APA
Hahn, V.S., Knútsdóttir, H., Luo, X., Bedi, K., Margulies, K.B., Haldar, S.M., Stolina, M., Yin, J., Khakoo, A.Y., Vaishnav, J., Bader, J.S., Kass, D.A., & Sharma, K. (2020). Myocardial Gene Expression Signatures in Human Heart Failure With Preserved Ejection Fraction. <em>Circulation</em>. https://doi.org/10.1161/circulationaha.120.050498
Vancouver
Hahn VS, Knútsdóttir H, Luo X, Bedi K, Margulies KB, Haldar SM, et al. Myocardial Gene Expression Signatures in Human Heart Failure With Preserved Ejection Fraction. Circulation. 2020. doi:10.1161/circulationaha.120.050498.
BibTeX
@article{virginia2020Myocar,
title = {Myocardial Gene Expression Signatures in Human Heart Failure With Preserved Ejection Fraction},
author = {Virginia S. Hahn and Hildur Knútsdóttir and Xin Luo and Kenneth Bedi and Kenneth B. Margulies and Saptarsi M. Haldar and Marina Stolina and Jun Yin and Aarif Y. Khakoo and Joban Vaishnav and Joel S. Bader and David A. Kass and Kavita Sharma},
journal = {Circulation},
year = {2020},
doi = {10.1161/circulationaha.120.050498},
}
Research neighborhood
References, citing works, and semantically nearest findings. Click a node to open it.
Related findings
BMC Genomics 2015
Open access · CC-BY
Transcriptomic profiles of aging in purified human immune cells
Hormone Molecular Biology and Clinical Investigation 2013
Citation only
Early gender differences in the redox status of the brain mitochondria with age: effects of melatonin therapy
Thorax 2005
Open access · OA
Raised CRP levels mark metabolic and functional impairment in advanced COPD
Oxidative Medicine and Cellular Longevity 2019
Open access · CC-BY
Mitochondrial Oxidative Stress Impairs Energy Metabolism and Reduces Stress Resistance and Longevity of<i>C. elegans</i>
JAMA Cardiology 2023
Open access · CC-BY
Skeletal Muscle Mitochondrial Respiration and Exercise Intolerance in Patients With Heart Failure With Preserved Ejection Fraction
Oxidative Medicine and Cellular Longevity 2018
Open access · CC-BY