Evidence map›Paper›PMID 42305105›Full record

ArticleJHLT open2026

Real-time cardiac power output index predicts imminent need for extracorporeal membrane oxygenation after heart transplantation.

Awab Ahmad, Aniket S Rali, Chen Chia Wang, Mark Petrovic, Aaron M Williams, John Trahanas, Swaroop Bommareddi, Tarek Absi, Eric Quintana, Kevin McGann and 15 more

Abstract read
In one paragraph

Article in JHLT open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

25 authors.

Awab AhmadVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Aniket S RaliVanderbilt University School of Medicine, Department of Cardiology, Nashville, Tennessee.
Chen Chia WangVanderbilt University School of Medicine, Nashville, Tennessee.
Mark PetrovicVanderbilt University School of Medicine, Nashville, Tennessee.
Aaron M WilliamsVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
John TrahanasVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Swaroop BommareddiVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Tarek AbsiVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Eric QuintanaVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Kevin McGannVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Stephen DevriesVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Joshua LowmanVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Hasan SiddiqiVanderbilt University School of Medicine, Nashville, Tennessee.
Marshall BrinkleyVanderbilt University School of Medicine, Nashville, Tennessee.
Stacy TsaiVanderbilt University School of Medicine, Nashville, Tennessee.
Jonathan N MenachemVanderbilt University School of Medicine, Nashville, Tennessee.
Dawn PedrottyVanderbilt University School of Medicine, Nashville, Tennessee.
Suzanne SacksVanderbilt University School of Medicine, Nashville, Tennessee.
Sandip ZalawadiyaVanderbilt University School of Medicine, Nashville, Tennessee.
Rei UkitaVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Matthew BacchettaVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
Kelly SchlendorfVanderbilt University School of Medicine, Nashville, Tennessee.
Ashish S ShahVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.
JoAnn LindenfeldVanderbilt University School of Medicine, Nashville, Tennessee.
Brian LimaVanderbilt University Medical Center, Department of Cardiac Surgery, Nashville, Tennessee.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Primary graft dysfunction (PGD) remains the leading cause of early morbidity and mortality after heart transplantation. Despite consensus definitions, clinicians still rely on subjective, indirect assessments of graft performance to determine when to initiate ECMO after transplant concludes risking delayed support initiation. No real-time, physiology-based marker currently guides early PGD recognition or standardizes ECMO decision-making across centers. Objective: To evaluate the utility of the cardiac power output index adjusted for vasoactive support (CPOI-VIS) as an early, dynamic, and clinically actionable physiologic marker of PGD, capable of predicting imminent ECMO requirement and short-term outcomes after heart transplantation. Methods: All adult heart transplant recipients at a single center (January 2020 to June 2025 [n = 547]) were retrospectively analyzed. Multiorgan recipients, congenital heart disease, and patients leaving the operating room on ECMO were excluded. CPOI-VIS was calculated hourly for the first 72 postoperative hours and censored at ECMO initiation. Dynamic 6-hour risk modeling, rolling ROC analyses, and unsupervised functional trajectory phenotyping was used to characterize CPOI-VIS behavior and its association with ECMO within 72 hours. The primary endpoint was ECMO initiation; secondary endpoints included 90-day mortality, renal replacement therapy, and ICU length of stay. Results: Sixteen patients (2.9%) required ECMO within 72 hours. CPOI-VIS values diverged immediately between ECMO and non-ECMO groups ( Conclusions: CPOI-VIS is a robust, physiology-based, real-time marker of early graft dysfunction after heart transplantation that reliably identifies patients at high risk for imminent hemodynamic collapse and may guide earlier ECMO initiation.

Indexed as

Cardiac power outputECMOHeart transplantPrimary graft dysfunction

Identifiers

PMID42305105
PMCPMC13265899

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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.