Lower Limb Strength and Power as Predictors of Brain Blood Flow During Exercise
LLSPP
Lower Limb Muscle Strength and Power Predict Exercise-Induced Prefrontal Hemodynamic Response: An Interpretable Machine Learning Study Using fNIRS Data
1 other identifier
interventional
256
1 country
1
Brief Summary
This study aims to investigate the predictive value of lower limb muscle strength and explosive power on exercise-induced prefrontal hemodynamic responses. Using an interpretable machine learning framework (GCAT-Net), the research analyzes how various physical performance indicators-such as isokinetic muscle strength, 1RM leg press, and vertical jump metrics-can predict oxygenated hemoglobin (ΔHbO) changes in the bilateral dorsolateral prefrontal cortex (DLPFC) during moderate-intensity cycling.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Mar 2025
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
March 1, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 15, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
March 15, 2025
CompletedFirst Submitted
Initial submission to the registry
May 4, 2026
CompletedFirst Posted
Study publicly available on registry
May 8, 2026
CompletedMay 8, 2026
May 1, 2026
14 days
May 4, 2026
May 4, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Area Under the Curve of Oxygenated Hemoglobin (Δ HbO AUC) during Aerobic Exercise
Cortical hemodynamics are measured using the NIRSport2 fNIRS system over the bilateral dorsolateral prefrontal cortex (DLPFC).
Measured during the 6-minute constant-load cycling task (60%VO_2max), which occurs approximately 120 minutes after the start of the experimental session.
Secondary Outcomes (4)
Demographic and Morphological Baseline Profile
Baseline (Minutes 0-20 of the session).
Isokinetic Neuromuscular Strength Battery
Post-baseline assessment (Minutes 30-60 of the session).
Explosive Power and Functional Performance Metric
Following isokinetic testing (Minutes 70-90 of the session).
Peak Cardiorespiratory Capacity (VO_2max)
Final physical assessment before the hemodynamic task (Minutes 100-120 of the session).
Study Arms (1)
Standardized Physical Performance and Hemodynamic Observation Group
OTHERObservational Study Arm
Interventions
Participants undergo a comprehensive physiological and biomechanical assessment protocol divided into three phases. First, demographic and morphological data (Age, Sex, BMI, and Body Fat %) are collected, followed by a maximal oxygen consumption (VO\_2max) test using a Bruce-modified ramp protocol on a cycle ergometer. Second, participants complete a standardized lower-limb neuromuscular battery, including isokinetic strength testing at 60°/s (peak torque for knee, hip, and ankle) via a Biodex System 4 Pro, a 1RM leg press, and explosive power assessments comprising Countermovement Jumps (CMJ), Squat Jumps (SJ), and 30m sprints. Finally, cortical hemodynamic activity is monitored using a 16-channel fNIRS system (NIRSport2) over the bilateral dorsolateral prefrontal cortex (DLPFC) during a 6-minute constant-load cycling task at 60% VO\_2max.
Eligibility Criteria
You may qualify if:
- Healthy adults aged between 18.00 and 60.00 years.
- Must be able to perform standardized lower-limb physical assessments, including isokinetic strength testing and explosive power tests (e.g., CMJ, SJ, and 30m sprints).
- Capability to complete a 6-minute aerobic cycling task at a moderate intensity (60% VO\_2max).
- Physically cleared for exercise as determined by a Physical Activity Readiness Questionnaire (PAR-Q).
- Willingness to undergo functional near-infrared spectroscopy (fNIRS) monitoring with a Scalp Coupling Index (SCI) ≥ 0.7.
You may not qualify if:
- History of musculoskeletal injuries to the lower limbs within the past 6 months that would impede maximum voluntary contraction (MVC) or high-intensity efforts.
- Known cardiovascular, respiratory, or neurological conditions that contraindicate maximal exercise testing (VO\_2max ramp protocol).
- Body Mass Index (BMI) or health status that prevents the safe completion of high-impact explosive power tests like the 30cm drop jump (RSI assessment).
- Presence of excessive motion artifacts or poor fNIRS signal quality, specifically a Signal-to-Noise Ratio (SNR) \< 5 dB or motion artifact frame ratio ≥$ 10%.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Lincoln University Collegelead
- Wuhan Technical Universitycollaborator
Study Sites (1)
Moscow State University of Sport and Tourism
Moscow, 117519, Russia
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- BASIC SCIENCE
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Doctoral Researcher
Study Record Dates
First Submitted
May 4, 2026
First Posted
May 8, 2026
Study Start
March 1, 2025
Primary Completion
March 15, 2025
Study Completion
March 15, 2025
Last Updated
May 8, 2026
Record last verified: 2026-05
Data Sharing
- IPD Sharing
- Will not share