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Although cellular senescence has been recognized as a hallmark of aging, it is challenging to detect senescence cells (SnCs) due to their high level of heterogeneity at the molecular level. Machine learning (ML) is likely an ideal approach to address this challenge because of its ability to recognize complex patterns that cannot be characterized by one or a few features, from high-dimensional data. To test this, we evaluated the performance of four ML algorithms including support vector machines...

CONCLUSIONS: Our study identified a potential association between frailty and respiratory symptoms. Inflammation and ageing may be essential factors mediating this association.

The proportion of older individuals needing liver transplantation is growing, resulting in an increasingly frail patient population. Frailty constitutes a constellation of cognitive and physical symptoms associated with aging and increases the risk of morbidity and mortality. Senescence is a programmed cell fate in response to stress implicated in causing frailty, age-related diseases, and aging itself. This study explores the relationship between cellular senescence, physical frailty, and liver...

Cancer and aging are inextricably linked, and older adults are a significant proportion of those diagnosed, treated, and living with and beyond a cancer diagnosis. Several large prospective studies have enhanced our understanding of how to improve the assessment, treatment, and outcomes of older adults with cancer starting therapy. This article summarizes three recent high-impact trials that produced practice-changing implications for the management of older adults with cancer that led to...

CONCLUSIONS: These findings demonstrate a variety of barriers across stakeholder types and provide valuable insights for developing strategies to effectively promote older adult participation in fall prevention activities to reduce falls and enhance healthy aging.

Age-dependent sensory impairment, memory loss, and cognitive decline are generally attributed to neuron loss, synaptic dysfunction, and decreased neuronal activities over time. Concurrently, increased neuronal activity is reported in humans and other organisms during aging. However, it is unclear whether neuronal hyperactivity is the cause of cognitive impairment or a compensatory mechanism of circuit dysfunction. The roundworm Caenorhabditis elegans exhibits age-dependent declines in an...

Spns1 mediates the rate-limiting efflux of lysophospholipids from the lysosome to the cytosol. Deficiency of Spns1 is associated with embryonic senescence, as well as liver and skeletal muscle atrophy in animal models. However, the mechanisms by which Spns1 transports lysophospholipid and proton sensing remain unclear. Here, we present a cryogenic electron microscopy structure of human Spns1 in lysophosphatidylcholine (LPC)-bound lumen-facing conformation. Notably, LPC snugly binds within the...