Background:
Fatigue, inflammation, and physical activity (PA) are all independently associated with gait speed, but their directionality is not fully elucidated.
Aims:
Evaluate the bidirectional associations amongst fatigue, inflammation, and PA on gait speed.
Methods:
This cross sectional study included probands (n = 1280, aged 49-105) and offspring (n = 2772, aged 24-88) in the Long Life Family Study. We assessed gait speed, fatigue with the question "I could not get going", inflammation using fasting interleukin-6 (IL-6) and high sensitivity C-reactive protein (CRP), and self-reported PA as walking frequency in the past two weeks. The two generations were examined separately using linear mixed modeling.
Results:
Lower fatigue, lower IL-6, and greater PA were all associated with faster gait speed in both generations (all p < 0.05); lower CRP was only associated with faster gait speed in the offspring. PA explained the association of fatigue and gait speed via a 16.1% (95% CI 9.7%, 26.7%) attenuation of the direct associations for the probands and 9.9% (95% CI 6.3%, 18.8%) in the offspring. In addition, IL-6 explained more of the association of fatigue and gait speed than the association between PA and gait speed, via a 14.9% (95% CI 9.2%, 23.4%) attenuation of the direct association in the offspring only.
Discussion:
Results revealed a potential directionality from fatigue to IL-6 to PA that may lead to faster gait speed. Future work should examine these relationships longitudinally to establish temporality and causality.
Conclusions:
Our findings support a signal that lowering fatigue and inflammation and increasing physical activity may delay functional decline.
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DOI: 10.1111/jgs.18978.
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DOI: 10.3390/jcm13061697.
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DOI: 10.3390/jcm12247521.
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DOI: 10.3390/jpm13091369.
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DOI: 10.1038/s41598-023-42183-1.
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DOI: 10.1371/journal.pone.0269954.
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Liu J, Yin W, Zhou C, Zhu Y, Gu M, Liu B
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DOI: 10.1007/s40520-022-02134-8.
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PMC: 8965592.
DOI: 10.3389/fpubh.2022.850533.
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PMC: 8971448.
DOI: 10.1038/s41598-022-09139-3.
A Survey of Human Gait-Based Artificial Intelligence Applications.
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DOI: 10.3389/frobt.2021.749274.
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Nakamura K, Saito T, Takahashi A, Kobayashi R, Oshiki R, Kitamura K
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PMC: 8672412.