Determinants of cardiopulmonary fitness in individuals poststroke: based on quantile regression analysis

BACKGROUND: To understand the factors influencing cardiorespiratory fitness after stroke and the differential effects at varying levels of cardiorespiratory fitness. METHODS: This prospective study analyzed the factors affecting cardiorespiratory fitness via quantile regression with weighted least squares regression. RESULTS: The study included 80 subjects. Both univariate and multivariate quantile regression analyses indicated that higher Fugl-Meyer assessment scores were associated with better cardiorespiratory fitness. The impact of the Fugl-Meyer assessment score on peak oxygen uptake increased with increasing quantiles. CONCLUSION: The FMA score was positively associated with peak oxygen uptake, and quantile regression suggested that this association may vary across the peak oxygen uptake distribution. These findings improve the understanding of the relationship between motor function and cardiorespiratory fitness after stroke and may inform future studies on stratified rehabilitation approaches after further validation. TRIAL REGISTRATION: Beijing Bo' a.i. Hospital: MR-11-23-043311 (2023-11-15). Retrospectively registered.

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Publication Details

Journal
BMC Neurology
Published
2026-04-15
DOI
https://doi.org/10.1186/s12883-026-04891-9
Primary Topic
Stroke Rehabilitation and Recovery
Type
article
Field-Weighted Citation Impact
0.00

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article

Determinants of cardiopulmonary fitness in individuals poststroke: based on quantile regression analysis

Xin Du, Huiqun Wu, Pengkun Li, G H Wang et al.
BMC Neurology
Stroke Rehabilitation and Recovery
article

Determinants of cardiopulmonary fitness in individuals poststroke: based on quantile regression analysis

Xin Du, Huiqun Wu, Pengkun Li, G H Wang, Zhixuan Duan, Zeyan Zhang, Hua Ling, Sijia Wu
article en

Abstract

BACKGROUND: To understand the factors influencing cardiorespiratory fitness after stroke and the differential effects at varying levels of cardiorespiratory fitness. METHODS: This prospective study analyzed the factors affecting cardiorespiratory fitness via quantile regression with weighted least squares regression. RESULTS: The study included 80 subjects. Both univariate and multivariate quantile regression analyses indicated that higher Fugl-Meyer assessment scores were associated with better cardiorespiratory fitness. The impact of the Fugl-Meyer assessment score on peak oxygen uptake increased with increasing quantiles. CONCLUSION: The FMA score was positively associated with peak oxygen uptake, and quantile regression suggested that this association may vary across the peak oxygen uptake distribution. These findings improve the understanding of the relationship between motor function and cardiorespiratory fitness after stroke and may inform future studies on stratified rehabilitation approaches after further validation. TRIAL REGISTRATION: Beijing Bo' a.i. Hospital: MR-11-23-043311 (2023-11-15). Retrospectively registered.

BMC Neurology
Capital Medical University (CN), China Rehabilitation Research Center (CN), Beijing Obstetrics and Gynecology Hospital (CN)
National Key Research and Development Program of China, Medical Science and Technology Project of Zhejiang Province
Good health and well-being
Openalex Percentile: Top 22%
Stroke Rehabilitation and Recovery
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