Condition-Dependent Sex Differences in Lumbar sEMG and Prefrontal Hemodynamics During Known-Weight and Weight-Misprediction Lifting: A Pilot Study

This pilot study examined sex-related neuromuscular and prefrontal hemodynamic responses across 3 and 9 kg known-weight and weight-misprediction lifting conditions and explored whether these patterns differed by physical activity level (PAL). Thirty adults completed the lifting tasks. Among the unknown-weight trials, only wrong-guess trials were retained, while the known-weight trials served as comparison conditions. The integrated linear mixed-effects model showed a significant Condition × Sex interaction, indicating that sex-related differences varied across lifting conditions. The omnibus condition and sex effects were also significant, whereas PAL and all interactions involving PAL were not significant. Exploratory PAL-stratified analyses showed condition-dependent sex differences within both PAL groups. In the moderate PAL group, women showed higher task-related ΔHbO β-values than men across multiple channels under the 3 kg wrong-guess condition after false discovery rate correction. These preliminary findings suggest condition-dependent sex-related neuromuscular responses and sex-related differences in prefrontal hemodynamic responses observed under the 3 kg wrong-guess condition. The exploratory subgroup findings require confirmation in larger and more balanced samples.

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Publication Details

Journal
Bioengineering
Published
2026-07-28
DOI
https://doi.org/10.3390/bioengineering13080871
Primary Topic
Heart Rate Variability and Autonomic Control
Type
article
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article

Condition-Dependent Sex Differences in Lumbar sEMG and Prefrontal Hemodynamics During Known-Weight and Weight-Misprediction Lifting: A Pilot Study

Jae‐Ho Han, Jaeyoung Shin
Bioengineering
Heart Rate Variability and Autonomic Control
article

Condition-Dependent Sex Differences in Lumbar sEMG and Prefrontal Hemodynamics During Known-Weight and Weight-Misprediction Lifting: A Pilot Study

Jae‐Ho Han, Jaeyoung Shin
article en

Abstract

This pilot study examined sex-related neuromuscular and prefrontal hemodynamic responses across 3 and 9 kg known-weight and weight-misprediction lifting conditions and explored whether these patterns differed by physical activity level (PAL). Thirty adults completed the lifting tasks. Among the unknown-weight trials, only wrong-guess trials were retained, while the known-weight trials served as comparison conditions. The integrated linear mixed-effects model showed a significant Condition × Sex interaction, indicating that sex-related differences varied across lifting conditions. The omnibus condition and sex effects were also significant, whereas PAL and all interactions involving PAL were not significant. Exploratory PAL-stratified analyses showed condition-dependent sex differences within both PAL groups. In the moderate PAL group, women showed higher task-related ΔHbO β-values than men across multiple channels under the 3 kg wrong-guess condition after false discovery rate correction. These preliminary findings suggest condition-dependent sex-related neuromuscular responses and sex-related differences in prefrontal hemodynamic responses observed under the 3 kg wrong-guess condition. The exploratory subgroup findings require confirmation in larger and more balanced samples.

BioengineeringVol. 13(8)
Korea National University of Transportation (KR), Korea University (KR), Department of Public (IN)
Gender equality
Openalex Percentile: Top 8%
Heart Rate Variability and Autonomic Control
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