Evidence map›Paper›PMID 41331163›Full record

ArticleNeurosurgical review2025

A laboratory-based frailty index predicts mortality in ischemic stroke with carotid artery stenosis: a retrospective analysis from the MIMIC-IV database.

Muyuan Li, Xiaoxin He, Xuebing Feng, Zhengyu Wang, Shengyan Cui, Lingyan Meng, Xiaotian Wu, Peng Gao

Abstract read
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In one paragraph

Article in Neurosurgical review, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

8 authors.

Muyuan LiDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Xiaoxin HeDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Xuebing FengDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Zhengyu WangDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Shengyan CuiDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Lingyan MengDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Xiaotian WuDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
Peng GaoDepartments of Neurosurgery and Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China. pgaokevin@sina.cn.

Funding

Natural Science Foundation of Hebei Province H2024112027
6 · The paper itself

Abstract

Ischemic stroke (IS), particularly due to carotid artery stenosis (CAS), is a major global contributor to mortality and disability. Frailty, characterized by systemic physiological decline and reduced homeostatic reserves, has emerged as a powerful prognostic marker across a wide range of diseases. We aimed to evaluate the prognostic utility of a laboratory-based frailty index (FI-Lab) in patients with IS secondary to CAS (IS-CAS), focusing on short- and long-term mortality. Data were extracted from the MIMIC-IV database. FI-Lab was calculated using 33 routine tests within 24 h of ICU admission. Patients were stratified into quartiles based on FI-Lab scores. Cox proportional hazards models, restricted cubic splines, Kaplan-Meier curves, and subgroup analyses were applied. Among 1,869 IS-CAS patients, higher FI-Lab scores were independently associated with increased 30-day and 1-year mortality (p for trend < 0.001). The highest quartile had a significantly elevated hazard ratio compared to the lowest. Survival curves and RCS analyses supported a linear association. Subgroup analysis showed consistent trends, especially in patients not receiving mechanical ventilation. FI-Lab is a robust predictor of both short- and long-term mortality in IS-CAS. It holds promise for individualized risk stratification and could aid clinical decision-making in stroke management.

Indexed as

Brain IschemiaCarotid StenosisFrailtyIschemic StrokeAgedAged, 80 and overDatabases, FactualFemaleHumansMaleMiddle AgedPrognosisRetrospective StudiesCarotid artery stenosisFrailtyFrailty indexIschemic stroke

Identifiers

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Registered trials

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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.