Abstract

Although previous studies have highlighted the association between physical activity and lower extremity function (LEF) in elderly individuals, the mechanisms underlying this relationship remain debated. Our recent work has recognized the utility of nonlinear trimodal regression analysis (NTRA) parameters in characterizing changes in soft tissue radiodensity as a quantitative construct for sarcopenia in the longitudinal, population-based cohort of the AGES-Reykjavík study. For the present work, we assembled a series of prospective multivariate regression models to interrogate whether NTRA parameters mediate the 5-year longitudinal relationship between physical activity and LEF in AGES-Reykjavík participants. Healthy elderly volunteers from the AGES-Reykjavík cohort underwent mid-thigh X-ray CT scans along with a four-part battery of LEF tasks: normal gait speed, fastest-comfortable gait speed, isometric leg strength, and timed up-and-go. These data were recorded at two study timepoints which were separated by approximately 5 years: AGES-I (n = 3157) and AGES-II (n = 3098). Participants in AGES-I were likewise administered a survey to approximate their weekly frequency of engaging in moderate-to-vigorous physical activity (PAAGES-I). Using a multivariate mediation analysis framework, linear regression models were assembled to test whether NTRA parameters mediated the longitudinal relationship between PAAGES-I and LEFAGES-II; all models were covariate-adjusted for age, sex, BMI, and baseline LEF, and results were corrected for multiple statistical comparisons. Our first series of models confirmed that all four LEF tasks were significantly related to PAAGES-I; next, modelling the relationship between PAAGES-I and NTRAAGES-II identified muscle amplitude (Nm) and location (μm) as potential mediators of LEF to test. Finally, adding these two parameters into our PAAGES-I → LEFAGES-II models attenuated the prior effect of PAAGES-I; bootstrapping confirmed Nm and μm as significant partial mediators of the PAAGES-I → LEFAGES-II relationship, with the strongest effect found in isometric leg strength. This work describes a novel approach toward clarifying the mechanisms that underly the relationship between physical activity and LEF in aging individuals. Identifying Nm and μm as significant partial mediators of this relationship provides strong evidence that physical activity protects aging mobility through the preservation of both lean tissue quantity and quality.

Highlights

  • Previous studies have highlighted the association between physical activity and lower extremity function (LEF) in elderly individuals, the mechanisms underlying this relationship remain debated

  • This method results in eleven subject-specific distribution parameters that altogether present a unique index for skeletal muscle health and have shown differential sensitivity to nutritional factors, lower extremity function (LEF), cardiovascular pathophysiology, and type-2 diabetes mellitus in healthy aging adults from the longitudinal AGES-Reykjavík ­study[38,39,40]

  • Prior to the construction of multivariate regression models for the present mediation analysis, descriptive statistics, mean LEF task performance, and mean nonlinear trimodal regression analysis (NTRA) parameters from mid-thigh computed tomography (CT) scans were assembled from AGES-I and AGESII data, and pairwise t tests were performed between datasets to illustrate 5-year longitudinal changes

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Summary

Introduction

Previous studies have highlighted the association between physical activity and lower extremity function (LEF) in elderly individuals, the mechanisms underlying this relationship remain debated. Our team has recently extended this literature through the computational modelling of entire radiodensitometric distributions from CT cross-sections of the upper thigh, featuring the novel nonlinear trimodal regression analysis (NTRA) ­method[37,38] This method results in eleven subject-specific distribution parameters that altogether present a unique index for skeletal muscle health and have shown differential sensitivity to nutritional factors, lower extremity function (LEF), cardiovascular pathophysiology, and type-2 diabetes mellitus in healthy aging adults from the longitudinal AGES-Reykjavík ­study[38,39,40]. This was the primary motivation for the present work, where NTRA mediation is interrogated using prospective multivariate regression models of LEF performance constructed from longitudinal AGES-Reykjavík data (Fig. 1)

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