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Updated: May 4, 2026

Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke
Published on: July 14, 2023
Increased force variability in chronic stroke: contributions of force modulation below 1 Hz
Neha Lodha1, Gaurav Misra2, Stephen A Coombes2
1Department of Applied Physiology and Kinesiology, Malcom Randall VA Medical Center, University of Florida, Gainesville, Florida, United States of America ; Brain Rehabilitation Research Center of Excellence, Malcom Randall VA Medical Center, University of Florida, Gainesville, Florida, United States of America.
Stroke survivors show increased force variability due to altered low-frequency force modulation. This study reveals specific frequency changes below 1 Hz in paretic hands, offering insights into motor control deficits after stroke.
Area of Science:
- Neuroscience
- Motor Control
- Rehabilitation Science
Background:
- Increased force variability is a key indicator of arm motor impairment after stroke.
- Force variability in healthy individuals is linked to force modulation below 1 Hz.
- The relationship between post-stroke force variability and low-frequency force modulation remains unclear.
Purpose of the Study:
- To compare force modulation below 1 Hz in individuals with chronic stroke and age-matched healthy controls.
- To investigate if altered low-frequency force modulation contributes to increased force variability post-stroke.
Main Methods:
- Participants (N=26) performed isometric grip tasks at submaximal force levels.
- Force variability was quantified using the coefficient of variation.
- Force modulation below 1 Hz was analyzed using power spectrum density with high resolution (0.07 Hz).
Main Results:
- Stroke survivors exhibited greater force variability than healthy controls, and their paretic hand showed more variability than the non-paretic hand.
- Force modulation below 1 Hz differed significantly between stroke survivors and controls, and between paretic and non-paretic hands.
- Specifically, the paretic hand showed increased power around 0.2 Hz and decreased power around 0.6 Hz compared to controls and the non-paretic hand.
- Force variability was strongly predicted by modulation at specific frequencies below 1 Hz (R² = 0.80).
Conclusions:
- The modulation of force below 1 Hz is significantly altered in individuals with stroke.
- These specific low-frequency force modulations are associated with increased force variability post-stroke.
- Analyzing force modulation below 1 Hz offers valuable insights into motor control changes following stroke and potential therapeutic targets.
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