Evidence map›Paper›PMID 36448446›Full record

ArticleCirculation2023

Distinct Transcriptomic and Proteomic Profile Specifies Patients Who Have Heart Failure With Potential of Myocardial Recovery on Mechanical Unloading and Circulatory Support.

Stavros G Drakos, Rachit Badolia, Aman Makaju, Christos P Kyriakopoulos, Omar Wever-Pinzon, Christopher M Tracy, Anna Bakhtina, Ryan Bia, Timothy Parnell, Iosif Taleb and 13 more

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in Circulation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07382284 (Long-Term Survival After Left Ventricular Assist Device Support), which is not on this map. Cited by 39 papers.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed
9.6field-weighted citation impact, top 1% 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.

NCT07382284 recruitingnot on this map

Long-Term Survival After Left Ventricular Assist Device Support (LVAD) Implantation in Patients With End-Stage Heart Failure: A Prospective, Observational, Multi-Center Cohort Study

TypeobservationalSponsorThe Affiliated Nanjing Drum Tower Hospital of Nanjing University Medical SchoolRan2022 to 2028Enrolled300ConditionsEnd-stage Heart FailureArmsLeft Ventricular Assist Device (LVAD) implantation
3 · Its place in the literature

Who cites it

39 citing papers in PubMed, 48 citations in OpenAlex.

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  19. Cytoplasmic CaMKIIδ-B prevents myocardial recovery in heart failure.bioRxiv : the preprint server for biology · 2025
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  20. Review
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

23 authors at 4 institutions in 2 countries.

Stavros G DrakosNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-1223-327X
Rachit BadoliaNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.
Aman MakajuNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0001-7247-9485
Christos P KyriakopoulosNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0001-9415-1245
Omar Wever-PinzonNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-2828-707X
Christopher M TracyNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.
Anna BakhtinaNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0003-4550-1135
Ryan BiaNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-1979-7051
Timothy ParnellBioinformatics Core, Huntsman Cancer Institute (T.P.), University of Utah, Salt Lake City.ORCID 0000-0002-3632-3691
Iosif TalebNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-0029-5019
Dinesh K A RamaduraiNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-0477-3778
Sutip NavankasattusasNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.
Elizabeth DranowNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.
Thomas C HanffDivision of Cardiovascular Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City (S.G.D., C.P.K., O.W.-P., I.T., E.D., T.C.H., E.T., S.F.).ORCID 0000-0003-3096-1227
Eleni TseliouDivision of Cardiovascular Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City (S.G.D., C.P.K., O.W.-P., I.T., E.D., T.C.H., E.T., S.F.).
Thirupura S ShankarNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-5009-2770
Joseph ViskerNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-8490-6111
Rana HamoucheNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.
Elizabeth L StauderNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.
William T CaineUtah Transplantation Affiliated Hospitals Cardiac Transplant Program (University of Utah, Intermountain Medical Center, Salt Lake VA Medical Center), (S.G.D., C.P.K., O.W.-P., I.T., E.D., T.C.H., E.T., E.L.S., W.T.C., R.A., C.H.S.).ORCID 0000-0002-2064-6904
Rami AlharethiUtah Transplantation Affiliated Hospitals Cardiac Transplant Program (University of Utah, Intermountain Medical Center, Salt Lake VA Medical Center), (S.G.D., C.P.K., O.W.-P., I.T., E.D., T.C.H., E.T., E.L.S., W.T.C., R.A., C.H.S.).
Craig H SelzmanNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0001-9218-4764
Sarah FranklinNora Eccles Harrison Cardiovascular Research and Training Institute (S.G.D., R.B., A.M., C.P.K., O.W.-P., C.M.T., A.B., R.B., I.T., D.K.A.R., S.N., E.T., T.S.S., J.V., R.H., E.L.S., C.H.S., S.F.), University of Utah, Salt Lake City.ORCID 0000-0002-2958-1879
Norwegian Womens Public Health Association · NOHesco (United States) · USHuntsman Cancer Institute · USIntermountain Medical Center · US

Funding

UTAH REGIONAL CANCER CENTERP30CA042014 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI KATHARINE S ULLMAN · 1986 to 2026
$72.6M
Utah Center for Clinical and Translational ScienceUL1TR002538 · NCATS · UNIVERSITY OF UTAH · PI HESS, RACHEL, MAJERSIK, JENNIFER JUHL · 2018 to 2022
$26.0M
TRAINING IN CARDIOVASCULAR RESEARCHT32HL007576 · NHLBI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Stavros George Drakos, Robin M Shaw · 1985 to 2026
$10.6M
Interdisciplinary Training Program in MetabolismT32DK091317 · NIDDK · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI SCOTT A SUMMERS · 2011 to 2026
$4.8M
Perm1 is a Novel Regulator of Cardiac Energetics and FunctionR01HL156667 · NHLBI · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI DRAKOS, STAVROS GEORGE, WARREN, JUNKO SHIBAYAMA · 2021 to 2024
$2.0M
Role of cardiomyocyte KLF5 in heart failure.R01HL151924 · NHLBI · UNIVERSITY OF CINCINNATI · PI DROSATOS, KONSTANTINOS · 2020 to 2023
$1.9M
Clinical and Metabolic Signature of Recovered Myocardium in Human Heart FailureR01HL135121 · NHLBI · UNIVERSITY OF UTAH · PI DRAKOS, STAVROS GEORGE · 2017 to 2021
$1.9M
Cellular Remodeling in Heart Failure and after LVAD UnloadingR01HL132067 · NHLBI · UNIVERSITY OF UTAH · PI DRAKOS, STAVROS GEORGE, SACHSE, FRANK BERND · 2017 to 2020
$1.5M
Regulation of cardiac hypertrophy and failure by the histone methyltransferase Smyd1R01HL130424 · NHLBI · UNIVERSITY OF UTAH · PI FRANKLIN, SARAH · 2016 to 2019
$1.5M
Role of DNA methylation in cardiac failure and recoveryK23HL150322 · NHLBI · UNIVERSITY OF UTAH · PI WEVER-PINZON, OMAR ENRIQUE · 2020 to 2024
$994k
Understanding Myocardial Recovery in Diabetes and Heart FailureI01CX002291 · VA · VA SALT LAKE CITY HEALTHCARE SYSTEM · PI DRAKOS, STAVROS GEORGE · 2021 to 2025
–
CSRD VA I01 CX002291NCATS NIH HHS UL1 TR002538NCI NIH HHS P30 CA042014NHLBI NIH HHS K23 HL150322NHLBI NIH HHS R01 HL130424NHLBI NIH HHS R01 HL132067NHLBI NIH HHS R01 HL135121NHLBI NIH HHS R01 HL151924NHLBI NIH HHS R01 HL156667NHLBI NIH HHS T32 HL007576NIDDK NIH HHS T32 DK091317
6 · The paper itself

Abstract

backgroundExtensive evidence from single-center studies indicates that a subset of patients with chronic advanced heart failure (HF) undergoing left ventricular assist device (LVAD) support show significantly improved heart function and reverse structural remodeling (ie, termed "responders"). Furthermore, we recently published a multicenter prospective study, RESTAGE-HF (Remission from Stage D Heart Failure), demonstrating that LVAD support combined with standard HF medications induced remarkable cardiac structural and functional improvement, leading to high rates of LVAD weaning and excellent long-term outcomes. This intriguing phenomenon provides great translational and clinical promise, although the underlying molecular mechanisms driving this recovery are largely unknown.

methodsTo identify changes in signaling pathways operative in the normal and failing human heart and to molecularly characterize patients who respond favorably to LVAD unloading, we performed global RNA sequencing and phosphopeptide profiling of left ventricular tissue from 93 patients with HF undergoing LVAD implantation (25 responders and 68 nonresponders) and 12 nonfailing donor hearts. Patients were prospectively monitored through echocardiography to characterize their myocardial structure and function and identify responders and nonresponders.

resultsThese analyses identified 1341 transcripts and 288 phosphopeptides that are differentially regulated in cardiac tissue from nonfailing control samples and patients with HF. In addition, these unbiased molecular profiles identified a unique signature of 29 transcripts and 93 phosphopeptides in patients with HF that distinguished responders after LVAD unloading. Further analyses of these macromolecules highlighted differential regulation in 2 key pathways: cell cycle regulation and extracellular matrix/focal adhesions.

conclusionsThis is the first study to characterize changes in the nonfailing and failing human heart by integrating multiple -omics platforms to identify molecular indices defining patients capable of myocardial recovery. These findings may guide patient selection for advanced HF therapies and identify new HF therapeutic targets.

Indexed as

Heart-Assist DevicesHeart FailureHeart TransplantationHumansMyocardiumPhosphopeptidesProspective StudiesProteomicsTissue DonorsTranscriptomePhosphopeptidesheart-assist devicesproteomicsrecovery of functionsequence analysis, RNAventricular remodeling

Identifiers

PMID36448446
PMCPMC10062458
OpenAlexW4310376601

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