Evidence map›Paper›PMID 40281652›Full record

ArticleJournal of the American Heart Association2025

Combined Risk Stratification With Patient Characteristics and Biomarkers in Patients Treated With the Impella for Cardiogenic Shock.

Yuichi Saito, Yuki Shiko, Kazuya Tateishi, Koichi Toda, Goro Matsumiya, Yoshio Kobayashi, J‐PVAD Registry Study Investigators

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Yuichi SaitoDepartment of Cardiovascular Medicine Chiba University Graduate School of Medicine Chiba Japan.ORCID 0000-0003-3574-0685
Yuki ShikoBiostatistics Section, Clinical Research Center Chiba University Hospital Chiba Japan.
Kazuya TateishiDepartment of Cardiovascular Medicine Chiba University Graduate School of Medicine Chiba Japan.ORCID 0000-0002-7655-7628
Koichi TodaDepartment of Cardiovascular Surgery Dokkyo Medical University Saitama Medical Center Koshigaya Japan.
Goro MatsumiyaDepartment of Cardiovascular Surgery Chiba University Graduate School of Medicine Chiba Japan.
Yoshio KobayashiDepartment of Cardiovascular Medicine Chiba University Graduate School of Medicine Chiba Japan.
J‐PVAD Registry Study Investigators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn patients with cardiogenic shock (CS), a percutaneous microaxial ventricular assist device (Impella, Abiomed, Danvers, MA) is a choice for temporary mechanical circulatory support. Given the high morbidity and mortality in this patient population, early risk stratification is relevant when making treatment decisions.

methodsUsing nationwide registry data between February 2020 and December 2022 in Japan, we included a total of 4122 patients with cardiogenic shock treated with the Impella devices. Using logistic regression analysis, we incorporated patient characteristics and biomarkers to develop a risk-stratifying model for in-hospital mortality. The model was also tested if applicable to composite outcomes of in-hospital death and major complications.

resultsOf the 4122 patients with cardiogenic shock, the Impella was indicated for acute myocardial infarction in 2575 (62.5%). Multivariable analysis identified 4 patient characteristics (age, body mass index, out-of-hospital cardiac arrest, and blood pressure) and 6 biomarkers (lactate, lactate dehydrogenase, creatinine, total bilirubin, albumin, and creatinine kinase) with cutoff values as factors significantly associated with in-hospital mortality. We developed a risk-stratifying model using the 10 variables, which was predictive of in-hospital death (area under the curve, 0.711;

conclusionsIn patients with cardiogenic shock treated with the Impella devices, our risk-stratifying system, consisting of 4 patient characteristics and 6 biomarkers, strongly correlated with in-hospital mortality, potentially facilitating clinical decision-making.

Indexed as

Heart-Assist DevicesShock, CardiogenicAgedBiomarkersFemaleHospital MortalityHumansJapanMaleMiddle AgedRegistriesRetrospective StudiesRisk AssessmentRisk FactorsBiomarkerscardiogenic shockImpellamechanical circulatory supportrisk stratification

Identifiers

PMID40281652
PMCPMC12184222

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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 Socratic graph.