Evidence map›Paper›PMID 42466425›Full record

ArticleResearch square2026

Comparative Outcomes of Direct Impella Use vs. Intra-Aortic Balloon Pump (IABP)-to- Impella Escalation Strategy in Cardiogenic Shock: Insights from the National Inpatient Sample.

Xiaojia Lu, Aditi Patel, Romani Wahba, Peng Cai, Omar Khalil, Racha Ghousaini, Kirollos Gabrah, Inna Tchoukina, Melissa Smallfield, Michael C Kontos and 2 more

Abstract readPreprint
In one paragraph

Article in Research square, 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
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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

12 authors.

Xiaojia LuThe First Affiliated Hospital of Shantou University Medical College.
Aditi PatelThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.
Romani WahbaThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.
Peng CaiMathematical Sciences, Worcester Polytechnic Institute.
Omar KhalilVirginia Commonwealth University.
Racha GhousainiVirginia Commonwealth University.
Kirollos GabrahThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.
Inna TchoukinaThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.
Melissa SmallfieldThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.
Michael C KontosThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.
Keyur B ShahThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.
Pengyang LiThe Pauley Heart Center, Department of Internal Medicine, Virginia Commonwealth University.

Funding

Multi-Disciplinary Training Program in Translational Cardiovascular ResearchT32HL149645 · NHLBI · VIRGINIA COMMONWEALTH UNIVERSITY · PI Lauren Ashley Cowart, William Gregory Hundley · 2020 to 2026
$2.2M
NHLBI NIH HHS T32 HL149645
6 · The paper itself

Abstract

backgroundImpella and IABP are widely used temporary mechanical circulatory support devices in cardiogenic shock (CS). While the Impella is used as an initial support or after IABP as escalation strategy, comparative data on these two strategies remains limited.

methodsUsing ICD-10 codes in the 2016-2022National Inpatient Sample (NIS) database, we identified patients with primary diagnosis of CS who received Impella support and divided in two groups: direct Impella use and escalation from IABP to Impella. Propensity score matching was performed to adjust for confounding.

resultsAmong 107,007 patients were included, 700 (6.5%) underwent IABP-to-Impella escalation strategy. Before matching, the direct Impella use had significantly shorter length-of-stay (LOS) 11.4±13.97 vs. 19.28±20.70 days,

conclusionsIn cardiogenic shock, direct and escalation Impella use were associated with similar in-hospital mortality, but direct use was linked to shorter hospital stays and lower costs, highlighting potential benefits in resource utilization and efficiency.

Indexed as

cardiogenic shockcostsImpellaintra-aortic balloon pumpmortality

Identifiers

PMID42466425
PMCPMC13370629

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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.