Methylome–proteome integration after late‐life voluntary exercise training reveals regulation and target information for improved skeletal muscle health
Authors: Chambers Toby L. , Dimet‐Wiley Andrea , Keeble Alexander R. , Haghani Amin , Lo Wen‐Juo , Kang Gyumin , Brooke Robert , Horvath Steve , Fry Christopher S. , Watowich Stanley J. , Wen Yuan , Murach Kevin A. 
Published: July 2024

AbstractExercise is a potent stimulus for combatting skeletal muscle ageing. To study the effects of exercise on muscle in a preclinical setting, we developed a combined endurance–resistance training stimulus for mice called progressive weighted wheel running (PoWeR). PoWeR improves molecular, biochemical, cellular and functional characteristics of skeletal muscle and promotes aspects of partial epigenetic reprogramming when performed late in life (22–24 months of age). In this investigation, we leveraged pan‐mammalian DNA methylome arrays and tandem mass‐spectrometry proteomics in skeletal muscle to provide detailed information on late‐life PoWeR adaptations in female mice relative to age‐matched sedentary controls (n = 7–10 per group). Differential CpG methylation at conserved promoter sites was related to transcriptional regulation genes as well as Nr4a3, Hes1 and Hox genes after PoWeR. Using a holistic method of ‐omics integration called binding and expression target analysis (BETA), methylome changes were associated with upregulated proteins related to global and mitochondrial translation after PoWeR (P = 0.03). Specifically, BETA implicated methylation control of ribosomal, mitoribosomal, and mitochondrial complex I protein abundance after training. DNA methylation may also influence LACTB, MIB1 and UBR4 protein induction with exercise – all are mechanistically linked to muscle health. Computational cistrome analysis predicted several transcription factors including MYC as regulators of the exercise trained methylome–proteome landscape, corroborating prior late‐life PoWeR transcriptome data. Correlating the proteome to muscle mass and fatigue resistance revealed positive relationships with VPS13A and NPL levels, respectively. Our findings expose differential epigenetic and proteomic adaptations associated with translational regulation after PoWeR that could influence skeletal muscle mass and function in aged mice.
imageKey points
Late‐life combined endurance–resistance exercise training from 22–24 months of age in mice is shown to improve molecular, biochemical, cellular and in vivo functional characteristics of skeletal muscle and promote aspects of partial epigenetic reprogramming and epigenetic age mitigation.
Integration of DNA CpG 36k methylation arrays using conserved sites (which also contain methylation ageing clock sites) with exploratory proteomics in skeletal muscle extends our prior work and reveals coordinated and widespread regulation of ribosomal, translation initiation, mitochondrial ribosomal (mitoribosomal) and complex I proteins after combined voluntary exercise training in a sizeable cohort of female mice (n = 7–10 per group and analysis).
Multi‐omics integration predicted epigenetic regulation of serine β‐lactamase‐like protein (LACTB – linked to tumour resistance in muscle), mind bomb 1 (MIB1 – linked to satellite cell and type 2 fibre maintenance) and ubiquitin protein ligase E3 component N‐recognin 4 (UBR4 – linked to muscle protein quality control) after training.
Computational cistrome analysis identified MYC as a regulator of the late‐life training proteome, in agreement with prior transcriptional analyses.
Vacuolar protein sorting 13 homolog A (VPS13A) was positively correlated to muscle mass, and the glycoprotein/glycolipid associated sialylation enzyme N‐acetylneuraminate pyruvate lyase (NPL) was associated to in vivo muscle fatigue resistance.