2021
DOI: 10.7554/elife.61138
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The biphasic and age-dependent impact of klotho on hallmarks of aging and skeletal muscle function

Abstract: Aging is accompanied by disrupted information flow, resulting from accumulation of molecular mistakes. These mistakes ultimately give rise to debilitating disorders including skeletal muscle wasting, or sarcopenia. To derive a global metric of growing 'disorderliness' of aging muscle, we employed a statistical physics approach to estimate the state parameter, entropy, as a function of genes associated with hallmarks of aging. Escalating network entropy reached an inflection point at old age, while structural a… Show more

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Cited by 25 publications
(17 citation statements)
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References 118 publications
(153 reference statements)
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“…A higher Shannon entropy indicates that the probability distribution of gene expression becomes more uniform, thereby decreasing the ability to reliably predict gene expression. Consistent with our previous work using bulk RNA-seq data from skeletal muscle (10), we found that entropy at the level of single cells increases over time (Figure 1B).…”
Section: Useful Information Transmitted Between Regulatory Gene Pairs...supporting
confidence: 92%
“…A higher Shannon entropy indicates that the probability distribution of gene expression becomes more uniform, thereby decreasing the ability to reliably predict gene expression. Consistent with our previous work using bulk RNA-seq data from skeletal muscle (10), we found that entropy at the level of single cells increases over time (Figure 1B).…”
Section: Useful Information Transmitted Between Regulatory Gene Pairs...supporting
confidence: 92%
“…Therefore, Klotho replacement therapy can target multiple organ systems that are integral to physical function, including the heart, vasculature, and potentially skeletal muscle. A recent study by Clemens and colleagues (5) found that Klotho treatment via adeno-associated virus (AAV) in old (21-24 mo.) mice significantly reduced skeletal muscle fibrosis, reduced intramuscular lipid accumulation, enhanced muscle mitochondrial structure, and improved muscle strength and endurance.…”
Section: Klotho Supplementation and Physical Functionmentioning
confidence: 99%
“…Klotho deficient mice exhibit a shortened lifespan and a premature aging syndrome that includes phenotypic features of sarcopenia and physical dysfunction such as severe muscle wasting, hypokinesis, an abnormal walking pattern, decreased stride length, muscle weakness, and decreased running endurance (1)(2)(3). Conversely, restoration of Klotho in Klotho deficient mice can reverse these aging phenotypes and extend life span (1,(4)(5)(6). In humans, several epidemiological studies have revealed a link between Klotho levels and physical function indices (7)(8)(9)(10)(11).…”
Section: Introductionmentioning
confidence: 99%
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