Evidence mapPaperPMID 40594508Full record

ArticleScientific reports2025

Association between estimated pulse wave velocity and mortality risk in patients with acute ischemic stroke.

Yaxin Zhang, Pingping Cai, Yadong Wu, Ying Yu, Zhicong Chen, Guangdong Wang, Min Zhang, Weihong Zheng

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Comparisons of prognostic value between brachial-ankle pulse wave velocity and estimated pulse wave velocity.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
    Article
  3. Article
  4. Article
  5. 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.

Yaxin ZhangDepartment of Neurology, Xiamen Humanity Hospital, Fujian Medical University, No. 3777 XianYue Road, Xiamen, 361009, Fujian, China.
Pingping CaiDepartment of Neurology, Xiamen Humanity Hospital, Fujian Medical University, No. 3777 XianYue Road, Xiamen, 361009, Fujian, China.
Yadong WuDepartment of Neurology, Xiamen Humanity Hospital, Fujian Medical University, No. 3777 XianYue Road, Xiamen, 361009, Fujian, China.
Ying YuDepartment of Neurology, Xiamen Humanity Hospital, Fujian Medical University, No. 3777 XianYue Road, Xiamen, 361009, Fujian, China.
Zhicong ChenDepartment of Neurology, Xiamen Humanity Hospital, Fujian Medical University, No. 3777 XianYue Road, Xiamen, 361009, Fujian, China.
Guangdong WangDepartment of Respiratory and Critical Care Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shanxi, China.
Min ZhangDepartment of Neurology, Xiamen Humanity Hospital, Fujian Medical University, No. 3777 XianYue Road, Xiamen, 361009, Fujian, China. zm263@126.com.
Weihong ZhengDepartment of Neurology, Xiamen Humanity Hospital, Fujian Medical University, No. 3777 XianYue Road, Xiamen, 361009, Fujian, China. Zwh610547@xmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Estimated pulse wave velocity (ePWV) has been proposed as a potential predictor of mortality in patients with acute ischemic stroke (AIS). This study aimed to evaluate the relationship between ePWV and all-cause mortality in AIS patients. Among 2,416 AIS patients initially screened, 2176 met the inclusion criteria and were included in the final analysis. ePWV was calculated using a validated formula based on age and mean blood pressure. Patients were stratified into high and low ePWV groups using a cut-off value of 12.33 m/s derived from the ROC curve for 360-day mortality. Cox proportional hazards models, adjusted for clinical and laboratory variables, were used to assess the association between ePWV and mortality at 30, 90, 180, and 360 days. Restricted cubic spline (RCS) analysis was performed to explore potential non-linear associations. Predictive performance was evaluated using area under the ROC curve (AUC), and subgroup analyses were conducted across demographic and clinical strata. Higher ePWV was independently associated with increased mortality at all time points, with adjusted hazard ratios of 1.54 (95% CI 1.26-1.90) at 30 days, 1.58 (1.32-1.89) at 90 days, 1.58 (1.33-1.88) at 180 days, and 1.60 (1.36-1.89) at 360 days (all P < 0.001). Kaplan-Meier analysis showed significantly lower survival in the high ePWV group (P < 0.001). RCS analysis suggested a positive linear relationship between ePWV and mortality. ePWV showed modest discriminative power (AUC 0.62-0.63), outperforming MBP but slightly inferior to age. However, the combination of ePWV with the SOFA score improved prognostic accuracy (AUC up to 0.72), outperforming the age + SOFA model at all time points. Elevated ePWV is independently associated with increased risk of mortality in patients with AIS. As a simple, non-invasive indicator of arterial stiffness, ePWV may serve as a valuable tool for risk stratification and early identification of high-risk patients who may benefit from intensified monitoring and management.

Indexed as

Ischemic StrokePulse Wave AnalysisAgedAged, 80 and overFemaleHumansMaleMiddle AgedPrognosisProportional Hazards ModelsRisk FactorsROC CurveAcute ischemic strokeAll-cause mortalityEstimated pulse wave velocityMIMIC-IV databaseRisk stratification

Identifiers

PMID40594508
PMCPMC12217440

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.