Evidence map›Paper›PMID 41930353›Full record

ArticleMedComm2026

Heterogeneity of Treatment Effect for Intra-Aortic Balloon Pump Use Across Lactate Trajectories in Cardiogenic Shock Patients Supported by VA-ECMO: An Analysis of the Chinese Extracorporeal Life Support Registry.

Xiang-Jie Duan, Bo Wang, Cheng-Long Li, Wan Chen, Peng Ding, Jie-Lian Zhu, Jun-Wei Wang, Xiao-Tong Hou, Hai-Yan Yin, Wan-Jie Gu

Abstract read
In one paragraph

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

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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

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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

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No citing paper in PubMed yet.

4 · The record

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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

10 authors.

Xiang-Jie DuanDepartment of Intensive Care Unit The First Affiliated Hospital of Jinan University Guangzhou China.
Bo WangMedical Education Center of Jinan University Guangzhou China.
Cheng-Long LiCenter For Cardiac Intensive Care, Beijing Anzhen Hospital Capital Medical University Beijing China.
Wan ChenDepartment of Emergency Medicine, Research Center of Cardiovascular Disease, the People's Hospital of Guangxi Zhuang Autonomous Region Guangxi Academy of Medical Sciences Nanning China.
Peng DingDepartment of Intensive Care Unit The First Affiliated Hospital of Jinan University Guangzhou China.
Jie-Lian ZhuDepartment of Intensive Care Unit The First Affiliated Hospital of Jinan University Guangzhou China.
Jun-Wei WangDepartment of Intensive Care Unit The First Affiliated Hospital of Jinan University Guangzhou China.
Xiao-Tong HouCenter For Cardiac Intensive Care, Beijing Anzhen Hospital Capital Medical University Beijing China.
Hai-Yan YinDepartment of Intensive Care Unit The First Affiliated Hospital of Jinan University Guangzhou China.
Wan-Jie GuDepartment of Intensive Care Unit The First Affiliated Hospital of Jinan University Guangzhou China.ORCID https://orcid.org/0000-0003-4923-8282

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to investigate the heterogeneity of treatment effect for intra-aortic balloon pump (IABP) across various lactate trajectories in patients with acute myocardial infarction-related cardiogenic shock (AMICS) supported by veno-arterial extracorporeal membrane oxygenation (VA-ECMO). Retrospective data from the China Extracorporeal Life Support Registry included AMICS patients who received VA-ECMO. The latent class growth model was used to identify distinct lactate trajectories. The primary outcome was in-hospital mortality. Baseline characteristics and outcomes were compared across trajectory classes, and the heterogeneity of treatment effect for IABP was assessed. Among 1264 patients, three lactate trajectories were identified. Compared with Class 1, both Class 2 (odds ratio [OR] 2.03, 95% confidence interval [CI] 1.54-2.67) and Class 3 (OR 3.99, 95% CI 2.77-5.78) had significantly higher in-hospital mortality. Moreover, heterogeneity of treatment effect across the classes was found. IABP use was associated with increased risks of in-hospital mortality and multiple complications (bleeding, renal, metabolic, and infection) in Class 1, whereas no associations were observed in Class 2 or Class 3, except for a higher risk of infection in Class 2. In summary, lactate trajectories can stratify mortality risk in AMICS patients receiving VA-ECMO support and reflect heterogeneous responses to IABP treatment.

Indexed as

cardiogenic shockheterogeneity of treatment effectintra‐aortic balloon pumplactate trajectorymyocardial infarctionveno‐arterial extracorporeal membrane oxygenation

Identifiers

PMID41930353
PMCPMC13042427

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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.