Arish, M., Chaudhuri, A., Sun, J.
· immunology
· University of Virginia
· biorxiv
Tissue-resident alveolar macrophages (AMs) rely on intrinsic stem-like programs for self-renewal and maintenance, yet the transcriptional networks that support these functions and their relevance to post-viral lung disease remain largely unknown. Here, we identify TCF4 (Tcf7l2) a...
Tissue-resident alveolar macrophages (AMs) rely on intrinsic stem-like programs for self-renewal and maintenance, yet the transcriptional networks that support these functions and their relevance to post-viral lung disease remain largely unknown. Here, we identify TCF4 (Tcf7l2) as a critical transcription factor that governs AM maturation and stemness. Loss of TCF4 impaired AM proliferation, shifted their identity toward a pro-inflammatory phenotype, and exacerbated host morbidity following influenza or SARS-CoV-2 infection. Conversely, enforced TCF4 expression promoted the expansion of mature AMs, and supported lung recovery, thereby protecting against severe acute viral disease. Mechanistically, TCF4 antagonized {beta}-catenin-driven inflammatory transcription while preserving oxidative phosphorylation, defining a reciprocal regulatory axis essential for AM function. Notably, respiratory viral infections and exuberant interferon signaling suppressed TCF4 expression, which remains chronically reduced in murine and human lungs with post-COVID fibrosis. This downregulation is associated with persistent KRT8hi dysplastic epithelium and collagen deposition. Moreover, aging diminished TCF4 levels and enforced TCF4 expression dampened age-associated decline of AM self-renewal. Furthermore, in vivo TCF4 overexpression after viral clearance enhanced mature AM accumulation, promoted lung epithelium regeneration, attenuated chronic tissue fibrosis and restored pulmonary physiologial function in aged lungs in a model of persistent pulmonary fibrosis post-acute viral infection. These findings have established TCF4 as a key regulator of AM stemness and identified a promising therapeutic target for long COVID and related chronic lung diseases through the modulation of embryonic-derived macrophage regenerative capacity by targeting TCF4.
Longevity Relevance Analysis
(5)
The paper claims that TCF4 is a critical regulator of alveolar macrophage stemness and its modulation can mitigate chronic lung diseases post-viral infection. The research addresses a potential root cause of age-related decline in lung function and chronic diseases, linking macrophage biology to aging and recovery from respiratory infections.
Pan, Y., Fan, L., Zhang, N. ...
· bioinformatics
· School of Medicine, University of Electronic Science and Technology of China
· biorxiv
Aging, a universal biological process in complex organisms, is increasingly recognized to be driven by progressive loss of epigenetic information, as proposed in the Information Theory of Aging (ITOA). However, research on anti-aging peptides remains scarce, with most existing ef...
Aging, a universal biological process in complex organisms, is increasingly recognized to be driven by progressive loss of epigenetic information, as proposed in the Information Theory of Aging (ITOA). However, research on anti-aging peptides remains scarce, with most existing efforts confined to derivatives of natural proteins, while systematic design attempts are virtually absent. This limitation not only restricts discovery within the evolutionary sequence space but also hampers the identification of candidates with novel mechanisms and improved efficacy. Here, we present ElixirSeeker2, the first computational framework for de novo design of anti-aging peptides. By integrating modeling of known anti-aging peptides, activity scoring from the IC50 database, and penalty constraints from toxic peptides, ElixirSeeker2 enables large-scale virtual screening and identification of novel peptide candidates. Several lead peptides demonstrated significant effects in delaying cellular senescence, restoring cellular functions in vitro and in enhancing locomotor activity of aged Caenorhabditis elegans. This study not only validates the feasibility of de novo design in anti-aging interventions but also establishes a strategy for the development of next-generation biologics.
Longevity Relevance Analysis
(5)
The paper claims that the ElixirSeeker2 framework can identify novel anti-aging peptides that delay cellular senescence and restore cellular functions. This research is relevant as it addresses the root causes of aging through the design of peptides aimed at improving longevity and cellular health.
Philippe Jawinski, Helena Forstbach, Holger Kirsten ...
· Nature aging
· Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany. philippe.jawinski@hu-berlin.de.
· pubmed
Neuroimaging and machine learning are advancing research into the mechanisms of biological aging. In this field, 'brain age gap' has emerged as a promising magnetic resonance imaging-based biomarker that quantifies the deviation between an individual's biological and chronologica...
Neuroimaging and machine learning are advancing research into the mechanisms of biological aging. In this field, 'brain age gap' has emerged as a promising magnetic resonance imaging-based biomarker that quantifies the deviation between an individual's biological and chronological age of the brain. Here we conducted an in-depth genomic analysis of the brain age gap and its relationships with over 1,000 health traits. Genome-wide analyses in up to 56,348 individuals unveiled a heritability of 23-29% attributable to common genetic variants and highlighted 59 associated loci (39 novel). The leading locus encompasses MAPT, encoding the tau protein central to Alzheimer's disease. Genetic correlations revealed relationships with mental health, physical health, lifestyle and socioeconomic traits, including depressed mood, diabetes, alcohol intake and income. Mendelian randomization indicated a causal role of high blood pressure and type 2 diabetes in accelerated brain aging. Our study highlights key genes and pathways related to neurogenesis, immune-system-related processes and small GTPase binding, laying the foundation for further mechanistic exploration.
Longevity Relevance Analysis
(5)
The study identifies genetic loci associated with brain aging and their relationships with various health traits, suggesting potential pathways for understanding biological aging mechanisms. The focus on genetic factors influencing brain age and their implications for mental and physical health aligns with the broader goals of longevity research.
Ziyue Xie, Xinyu Zhang, Yu Li ...
· Experimental gerontology
· School of Medical, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
· pubmed
Mitochondrial dysfunction is a central driver of cellular senescence, a core hallmark of aging. While intrinsic mechanisms have been extensively reviewed, this article offers a novel paradigm by emphasizing the critical role of interorganellar communication in mitochondria-mediat...
Mitochondrial dysfunction is a central driver of cellular senescence, a core hallmark of aging. While intrinsic mechanisms have been extensively reviewed, this article offers a novel paradigm by emphasizing the critical role of interorganellar communication in mitochondria-mediated senescence. We present a systematic dissection of the molecular mechanisms underlying functional crosstalk between mitochondria and key organelles, including the endoplasmic reticulum (ER), lysosomes, and peroxisomes. A particular focus is placed on established regulatory hubs such as mitochondria-associated ER membranes (MAMs), which orchestrate calcium signaling, lipid metabolism, and inflammatory responses. We further explore emerging pathways involving lysosomal mitochondrial coordination in nutrient sensing and mitophagy, and peroxisomal mitochondrial cooperation in redox balance and lipid homeostasis. By elucidating how defects in these dynamic networks propagate mitochondrial damage and execute senescence, this review establishes a unified framework for aging as integrated organelle network dysfunction. This synthesis advances fundamental aging biology and identifies novel molecular targets, providing a foundation for developing therapeutic strategies targeting organelle networks against age related pathologies.
Longevity Relevance Analysis
(5)
Mitochondrial dysfunction drives cellular senescence through inter-organelle communication. This paper is relevant as it addresses the underlying mechanisms of aging by focusing on mitochondrial dysfunction and its role in cellular senescence, which are central to understanding and potentially mitigating age-related decline.
Jie Xiong, Xiaoting Zhu, Yutong Guo ...
· Cell genomics
· Department of Cardiology, The First Affiliated Hospital, Harbin Medical University, Harbin 150000, China.
· pubmed
Aging is the main determinant of chronic diseases and mortality, yet organ-specific aging trajectories vary, and the molecular basis underlying this heterogeneity remains unclear. To elucidate this, we integrated genomic, epigenomic, transcriptomic, proteomic, and metabolomic dat...
Aging is the main determinant of chronic diseases and mortality, yet organ-specific aging trajectories vary, and the molecular basis underlying this heterogeneity remains unclear. To elucidate this, we integrated genomic, epigenomic, transcriptomic, proteomic, and metabolomic data, employing post-genome-wide association study methodologies to systematically investigate the molecular mechanisms of nine organ-specific aging clocks and four blood-based epigenetic clocks. We uncovered genetic correlations and specific phenotypic clusters among these aging-related traits, identified prioritized genetic drug targets for heterogeneous aging, and elucidated downstream proteomic and metabolomic effects mediated by heterogeneous aging. We constructed a cross-layer molecular interaction network of heterogeneous aging across multiple organ systems and characterized detectable biomarkers of this heterogeneity. Integrating these findings, we developed an R/Shiny-based framework that provides a comprehensive multi-omic molecular landscape of heterogeneous aging, thereby advancing the understanding of aging heterogeneity and informing precision medicine strategies to delay organ-specific aging and prevent or treat its associated chronic diseases.
Longevity Relevance Analysis
(5)
The paper claims to elucidate the molecular mechanisms underlying heterogeneous aging across multiple organ systems. This research is relevant as it addresses the root causes of aging and aims to inform precision medicine strategies to delay organ-specific aging and prevent associated chronic diseases.
Haewon Ok, Hyun-Seo Park, Jungin Park ...
· Biomaterials research
· Department of Chemistry, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, Republic of Korea.
· pubmed
Senolytic therapy, which targets and selectively eliminates senescent cells, has emerged as a promising strategy for treating various age-related diseases. However, its clinical application is often limited by poor bioavailability, off-target toxicity, and the need for invasive a...
Senolytic therapy, which targets and selectively eliminates senescent cells, has emerged as a promising strategy for treating various age-related diseases. However, its clinical application is often limited by poor bioavailability, off-target toxicity, and the need for invasive administration routes. To overcome these challenges, we developed N201-gal, a novel β-galactosidase-reactive senolytic prodrug that self-assembles into stable nanoparticles, enabling oral administration and improved systemic bioavailability. Once internalized by senescent cells, N201-gal responds to β-galactosidase overexpression, triggering controlled drug release and inducing selective apoptosis in senescent cells while sparing normal cells. The nanoparticle formulation exhibited favorable physicochemical properties, including uniform particle size and pH stability suitable for gastrointestinal absorption. In vitro study shows that N201-gal demonstrated potent senolytic activity and reduced the expression of senescence-associated markers in retinal pigment epithelial (RPE) cells. In addition, in vivo study also shows that oral administration of N201-gal in a mouse model of doxorubicin-induced retinal senescence model significantly restored retinal tissue integrity and visual function through the targeted clearance of senescent cells. These findings highlight the potential of self-assembling senolytic prodrugs as a noninvasive and targeted therapeutic platform for age-related degenerative diseases.
Longevity Relevance Analysis
(5)
The paper claims that the novel senolytic prodrug N201-gal selectively targets and eliminates senescent retinal pigment epithelial cells, improving retinal health and function. This research addresses the root causes of aging by targeting senescent cells, which are implicated in age-related degenerative diseases, thus contributing to the field of longevity.
Grant, S. M., Makarious, M. B., Meredith, M. ...
· bioinformatics
· NIH
· biorxiv
Epigenetic clocks are widely used to estimate biological aging, yet most are built from array-based data from peripheral tissues of predominantly European-ancestry individuals, limiting generalizability. Here, we present aging clocks trained using GenoML, an automated machine lea...
Epigenetic clocks are widely used to estimate biological aging, yet most are built from array-based data from peripheral tissues of predominantly European-ancestry individuals, limiting generalizability. Here, we present aging clocks trained using GenoML, an automated machine learning platform for clinical and multi-omics data, on DNA methylation from Oxford Nanopore long-read sequencing. These models leverage over 28 million CpG sites across individuals of African and European ancestry. Our findings highlight the power of long-read methylation data for constructing accurate, ancestry-aware aging clocks and emphasize the importance of inclusive training datasets.
Longevity Relevance Analysis
(5)
The paper claims that long-read epigenetic clocks can provide improved predictions of brain aging by utilizing diverse ancestry data. This research is relevant as it addresses biological aging through the development of more accurate aging clocks, which could contribute to understanding and potentially mitigating the effects of aging.
Siqi Wang, Danyue Dong, Xin Li ...
· Aging
· Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
· pubmed
Complex diseases often exhibit sex dimorphism in morbidity and prognosis, many of which are age-related. However, the underlying mechanisms of sex-dimorphic aging remain foggy, with limited studies across multiple tissues. We systematically analyzed ~17,000 transcriptomes from 35...
Complex diseases often exhibit sex dimorphism in morbidity and prognosis, many of which are age-related. However, the underlying mechanisms of sex-dimorphic aging remain foggy, with limited studies across multiple tissues. We systematically analyzed ~17,000 transcriptomes from 35 human tissues to quantitatively evaluate the individual and combined contributions of sex and age to transcriptomic variations. We discovered extensive sex dimorphisms during aging with distinct patterns of change in gene expression and alternative splicing (AS). Intriguingly, the male-biased age-associated AS events have a stronger association with Alzheimer's disease, and the female-biased events are often regulated by several sex-biased splicing factors that may be controlled by estrogen receptors. Breakpoint analysis showed that sex-dimorphic aging rates are significantly associated with decline of sex hormones, with males having a larger and earlier transcriptome change. Collectively, this study uncovered an essential role of sex during aging at the molecular and multi-tissue levels, providing insight into sex-dimorphic regulatory patterns.
Longevity Relevance Analysis
(5)
The study identifies sex-dimorphic patterns in gene expression and alternative splicing during aging, suggesting that these differences may influence the biological mechanisms underlying aging and age-related diseases. This research is relevant as it explores the molecular basis of aging and how sex differences can affect aging processes, potentially leading to targeted interventions.
Faravelli, I., Anton-Bolanos, N., Wei, A. ...
· neuroscience
· Harvard University
· biorxiv
The human brain develops and matures over an exceptionally prolonged period of time that spans nearly two decades of life. Processes that govern species-specific aspects of human postnatal brain development are difficult to study in animal models. While human brain organoids offe...
The human brain develops and matures over an exceptionally prolonged period of time that spans nearly two decades of life. Processes that govern species-specific aspects of human postnatal brain development are difficult to study in animal models. While human brain organoids offer a promising in vitro model, they have thus far been shown to largely mimic early stages of brain development. Here, we developed human brain organoids for an unprecedented 5 years in culture, optimizing growth conditions able to extend excitatory neuron viability beyond previously-known limits. Using module scores of maturation-associated genes derived from a time course of endogenous human brain maturation, we show that brain organoids transcriptionally age with cell type-specificity through these many years in culture. Whole-genome methylation profiling reveals that the predicted epigenomic age of organoids sampled between 3 months and 5 years correlates precisely with time spent in vitro, and parallels epigenomic aging in vivo. Notably, we show that in chimeric organoids generated by mixing neural progenitors derived from "old" organoids with progenitors from "young" organoids, old progenitors rapidly produce late neuronal fates, skipping the production of earlier neuronal progeny that are instead produced by their young counterparts in the same co-cultures. The data indicate that human brain organoids can mature and record the passage of time over many years in culture. Progenitors that age in organoids retain a memory of the time spent in culture reflected in their ability to execute age-appropriate, late developmental programs.
Longevity Relevance Analysis
(5)
The paper demonstrates that human brain organoids can mature and record the passage of time over many years in culture. This research is relevant as it explores mechanisms of brain aging and maturation, potentially providing insights into the biological processes underlying longevity and age-related changes in the human brain.
Sara Mahdavi
· Micronutrients
· Department of Nutritional Sciences, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada, sara.mahdavi@utoronto.ca.
· pubmed
Klotho, a transmembrane protein with pleiotropic antiaging properties, is increasingly recognized as a central regulator of longevity and metabolic resilience. Primarily expressed in the kidneys and brain, Klotho governs phosphate and calcium homeostasis, modulates redox signalin...
Klotho, a transmembrane protein with pleiotropic antiaging properties, is increasingly recognized as a central regulator of longevity and metabolic resilience. Primarily expressed in the kidneys and brain, Klotho governs phosphate and calcium homeostasis, modulates redox signaling, and influences key metabolic pathways, including PI3K/AKT and IGF-1. Declining Klotho expression is associated with both biological and chronological aging and has been mechanistically implicated in the pathogenesis of chronic kidney disease, cardiovascular disease, neurodegeneration, and metabolic dysfunction.
Longevity Relevance Analysis
(5)
Klotho is a central regulator of longevity and metabolic resilience, influencing key pathways associated with aging. The paper is relevant as it addresses the role of Klotho in aging mechanisms and its potential implications for longevity and age-related diseases.
Nicolas Blin, Vanessa Charrier, Fanny Farrugia ...
· Molecular psychiatry
· Univ. Bordeaux, INSERM, Magendie, U1215, Neurogenesis and Pathophysiology Group, F-3300, Bordeaux, France.
· pubmed
Aging is commonly associated with a decline in memory abilities, yet some individuals remain resilient to such changes. Memory processing has been shown to rely on adult neurogenesis, a form of hippocampal plasticity, but whether the integration and role of long-lived adult-born ...
Aging is commonly associated with a decline in memory abilities, yet some individuals remain resilient to such changes. Memory processing has been shown to rely on adult neurogenesis, a form of hippocampal plasticity, but whether the integration and role of long-lived adult-born neurons (ABNs) generated during early adult life also contribute to cognitive resilience and to such inter-individual differences remain unknown. Using a pseudo-longitudinal approach in rats characterized as resilient or vulnerable to cognitive aging, we examined the survival, senescence, morphology, glutamatergic connectivity, and mitochondrial health of ABNs. To achieve this, we combined approaches based on thymidine analogues and retroviral labeling using Moloney murine leukemia viruses. While ABNs survival, entry into senescence and dendritic gross morphology did not differ between resilient and vulnerable rats, resilient animals exhibited preserved glutamatergic synaptic input and maintained mitochondrial homeostasis in the proximal dendrites of ABNs. Interestingly, bypassing this reduction in glutamatergic inputs in vulnerable rats through direct optogenetic stimulation was sufficient to rescue their memory retrieval abilities, indicating that ABNs themselves remain intrinsically functional despite reduced input. Overall, our data indicate that maintaining long-lived ABNs within the neuronal network is essential for successful cognitive aging, highlighting their potential as a therapeutic target for restoring cognitive functions in old age.
Longevity Relevance Analysis
(5)
Maintaining long-lived adult-born neurons is essential for successful cognitive aging. The paper addresses the role of adult neurogenesis in cognitive resilience, which is directly related to understanding and potentially mitigating age-related cognitive decline, thus contributing to longevity research.
Junzhi Yi, Yixuan Wang, Hairu Sui ...
· Nature aging
· Department of Sports Medicine of the Second Affiliated Hospital and Liangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, China.
· pubmed
The roles of cells in systemic aging have been systematically investigated, while the roles of the extracellular matrix (ECM) and its degradation have been largely overlooked. Herein, we show that the serum contents of elastin-, hyaluronic acid- and fibronectin-derived fragments ...
The roles of cells in systemic aging have been systematically investigated, while the roles of the extracellular matrix (ECM) and its degradation have been largely overlooked. Herein, we show that the serum contents of elastin-, hyaluronic acid- and fibronectin-derived fragments are all positively correlated with age. Elastin-derived fragments exhibited the most potent lifespan-shortening effects in mice and a positive correlation with various aging indicators in a human cohort (n = 1,068). Mechanistically, the VGVAPG oligopeptide (E-motif) in elastin-derived fragments activated monocytes and macrophages through NEU1, a component of the elastin receptor complex, which consequently caused an inflammatory response. Therapeutically, a NEU1 inhibitor extended lifespan by up to 17% in wild-type naturally aged mice and alleviated aging-related phenotypes in wild-type mice, immune-humanized mice and pigs. This study uncovers that degraded ECM acts as a circulating driver of aging, providing an anti-aging intervention strategy focused on particular elastin fragment signals.
Longevity Relevance Analysis
(6)
Elastin-derived fragments activate innate immune responses that drive aging and can be targeted for lifespan extension. This paper addresses a potential root cause of aging by exploring the role of extracellular matrix degradation and its inflammatory consequences, which is crucial for understanding and potentially mitigating aging processes.
Alireza Khoddam, Anthony Kalousdian, Mesut Eren ...
· The Journal of clinical investigation
· Feinberg Cardiovascular and Renal Research Institute, Northwestern University Feinberg School of Medicine, Chicago, United States of America.
· pubmed
Plasminogen activator inhibitor-1 (PAI-1), encoded by SERPINE1, contributes to age-related cardiovascular diseases (CVD) and other aging-related pathologies. Humans with a heterozygous loss-of-function SERPINE1 variant exhibit protection against aging and cardiometabolic dysfunct...
Plasminogen activator inhibitor-1 (PAI-1), encoded by SERPINE1, contributes to age-related cardiovascular diseases (CVD) and other aging-related pathologies. Humans with a heterozygous loss-of-function SERPINE1 variant exhibit protection against aging and cardiometabolic dysfunction. We engineered a mouse model mimicking the human mutation (Serpine1TA700/+) and compared cardiovascular responses with wild-type littermates. Serpine1TA700/+ mice lived 20% longer than littermate controls. Under L-NG-Nitro-arginine methyl ester (L-NAME)-induced vascular stress, Serpine1TA700/+ mice exhibited diminished pulse wave velocity (PWV), lower systolic hypertension (SBP), and preserved left ventricular diastolic function compared to controls. Conversely, PAI-1-overexpressing mice exhibited measurements indicating accelerated cardiovascular aging. Single cell transcriptomics of Serpine1TA700/+ aortas revealed a vascular-protective mechanism with downregulation of extracellular matrix regulators Ccn1 and Itgb1. Serpine1TA700/+ aortas were also enriched in a cluster of smooth muscle cells that exhibited plasticity. Finally, PAI-1 pharmacological inhibition normalized SBP and reversed L-NAME-induced PWV elevation. These findings demonstrate that PAI-1 reduction protects against cardiovascular aging-related phenotypes, while PAI-1 excess promotes vascular pathological changes. Taken together, PAI-1 inhibition represents a promising strategy to mitigate age-related CVD.
Longevity Relevance Analysis
(5)
PAI-1 reduction protects against cardiovascular aging-related phenotypes. The study addresses a potential root cause of aging-related cardiovascular diseases by exploring the role of PAI-1 in vascular aging and longevity, suggesting a therapeutic strategy for age-related conditions.
Yang, J., Han, H., Wang, X. ...
· cell biology
· Columbia University Medical Center
· biorxiv
Centenarians provide valuable insights into the biological mechanisms underlying human longevity and potential gerotherapeutic targets. We previously identified two linked missense variants in SIRT6 that are enriched in Ashkenazi Jewish centenarians. To investigate their function...
Centenarians provide valuable insights into the biological mechanisms underlying human longevity and potential gerotherapeutic targets. We previously identified two linked missense variants in SIRT6 that are enriched in Ashkenazi Jewish centenarians. To investigate their functional impact in physiologically relevant cellular contexts, we generated human embryonic stem cells carrying these variants through precise genomic knock-in and differentiated them into somatic lineages. Functional characterization revealed that the centenarian variants endogenously elevated SIRT6 protein levels through weakened interaction with vimentin, and altered SIRT6 enzymatic activities including enhanced mono-ADP-ribosyl transferase activity and reduced deacetylase activity. These variants delayed replicative and progerin-induced cellular senescence, preserving genome stability through maintenance of DNA repair pathways and suppression of transposable element derepression. Moreover, pharmacologically mimicking the centenarian variants using SIRT6 activator Fucoidan-FV partially ameliorated premature aging-associated molecular defects in progeria fibroblasts. Together, our findings demonstrate that rare centenarian variants exert multifaceted effects on SIRT6 and enhance cellular resilience, providing insights for developing geroprotective therapies informed by genetic discoveries in exceptionally long-lived individuals.
Longevity Relevance Analysis
(5)
The paper claims that rare centenarian SIRT6 coding variants enhance SIRT6 protein levels and resist cellular senescence. This research is relevant as it explores genetic factors associated with longevity and their potential to inform therapeutic strategies aimed at addressing the biological mechanisms of aging.
Bao, X., Li, M., Chen, D. ...
· health informatics
· South China University of Technology
· medrxiv
Sleep is structured by brief, recurring EEG waveforms-such as slow waves, K-complexes, and spindles-that underpin sleep architecture and link to cognition, aging, and disease. Yet event-level analysis in sleep science remains constrained by reliance on labor-intensive manual anno...
Sleep is structured by brief, recurring EEG waveforms-such as slow waves, K-complexes, and spindles-that underpin sleep architecture and link to cognition, aging, and disease. Yet event-level analysis in sleep science remains constrained by reliance on labor-intensive manual annotation and the absence of automated, multi-event detection methods. Here, we present a unified, high-resolution framework for detecting multiple EEG-based sleep events continuously across the night. Integrating self-supervised and active learning to guide expert annotation, we constructed a cross-dataset, large-scale resource comprising 276,404 sleep events spanning seven physiologically and clinically relevant types. Leveraging this resource, we developed a sleep semantic segmentation model that decodes single-channel EEG into millisecond-level probability distributions for each event type. We demonstrated the versatility of the model across diverse applications in sleep science: real-time forecasting of imminent events to enable sleep interventions, automated sleep staging with state-of-the-art performance, and interpretable disease classification from whole-night EEG. By shifting sleep analysis from coarse staging to continuous, event-centric decoding, this study establishes a foundation for scalable, mechanistic, and clinically translatable sleep research.
Longevity Relevance Analysis
(5)
The paper presents a framework for continuous, event-centric decoding of sleep events from EEG data. This research is relevant as it addresses the mechanistic understanding of sleep, which is closely linked to cognitive function, aging, and overall health, potentially impacting longevity and age-related diseases.
Jingwei Zhao, Jiayun Zhu, Kangle Zhu ...
· Discover oncology
· Department of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, 1665 Kongjiang Road, Shanghai, 200092, China.
· pubmed
Telomere homeostasis serves as a key regulatory mechanism linking aging and cancer. While telomere attrition imposes a proliferative barrier by inducing cellular senescence, abnormal telomere elongation circumvents this constraint, thereby granting malignant cells unlimited repli...
Telomere homeostasis serves as a key regulatory mechanism linking aging and cancer. While telomere attrition imposes a proliferative barrier by inducing cellular senescence, abnormal telomere elongation circumvents this constraint, thereby granting malignant cells unlimited replicative capacity. This study systematically explores the causal relationship between telomere length and cancer risk, with the goal of elucidating the molecular pathways involved in telomere-driven tumorigenesis.
Longevity Relevance Analysis
(5)
The paper claims that telomere length is causally linked to cancer risk through mechanisms involving genomic instability and immune modulation. This research is relevant as it addresses the underlying biological mechanisms of telomere dynamics, which are crucial for understanding aging and its relationship to cancer, potentially offering insights into longevity and age-related diseases.
Shim, J., Onnela, J. P.
· epidemiology
· Harvard T.H. Chan School of Public Health
· medrxiv
Poor circadian health is increasingly recognized as a determinant of aging and chronic diseases, yet longitudinal evidence in free-living populations remains limited. Most prior studies have been restricted to cross-sectional designs or short 7-day monitoring, precluding insight ...
Poor circadian health is increasingly recognized as a determinant of aging and chronic diseases, yet longitudinal evidence in free-living populations remains limited. Most prior studies have been restricted to cross-sectional designs or short 7-day monitoring, precluding insight into long-term aging dynamics. To address this gap, we analyzed multi-year consumer wearable data linked with electronic health records from the All of Us Research Program to evaluate circadian rest-activity rhythms as longitudinal predictors of biological aging. Among 2,222 participants (median age 60.6 years, 68.5% female) contributing 8,447 person-years of Fitbit activity data with annual biological age estimates (PhenoAge), we performed high-dimensional digital phenotyping integrating functional data analysis with conventional rhythm metrics. Higher rhythm intensity reduced the odds of accelerated aging by 26-46%, greater regularity lowered the odds by 9-13%, whereas delayed acrophase increased the odds by 22%. Sex-stratified analyses revealed universal protection from rhythm intensity in both sexes, but stronger timing- and regularity-related vulnerabilities to accelerated aging in females (12-18% higher odds). In contrast, males exhibited a biphasic instability phenotype, characterized by early-morning surges and late-evening rebounds, uniquely linked to accelerated aging. This study provides the first large-scale longitudinal evidence establishing circadian rest-activity rhythms derived from consumer wearables as digital biomarkers of aging trajectories. With the growing scalability and ubiquity of consumer devices, our findings pave the way toward scalable aging risk assessment, targeted interventions, and advancing digital precision medicine to promote healthy longevity at the population level.
Longevity Relevance Analysis
(5)
Higher rhythm intensity and regularity in circadian rest-activity patterns are associated with reduced odds of accelerated biological aging. This paper is relevant as it explores the relationship between circadian rhythms and biological aging, addressing potential root causes of aging dynamics rather than merely treating age-related diseases.
Brown, A. D., Scaramozza, A., Zhang, H. ...
· cell biology
· University of California San Francisco (UCSF)
· biorxiv
For efficient regeneration, muscle stem cells (MuSCs) transition out of quiescence through a series of progressively more activated states. During MuSC aging, transition through the earliest steps is the slowest and delayed, with the molecular regulators that govern this transiti...
For efficient regeneration, muscle stem cells (MuSCs) transition out of quiescence through a series of progressively more activated states. During MuSC aging, transition through the earliest steps is the slowest and delayed, with the molecular regulators that govern this transition not well characterized. By analyzing the dynamic changes of MuSCs at the molecular (scRNA-Seq and Cell Painting) and phenotypic (heteromotility) level at single cell resolution we found that the Integrated Stress Response (ISR) Pathway is a critical regulator of MuSC transition states. Aged MuSCs have increased baseline ISR activity in quiescence that does not increase during activation to levels observed in adult MuSCs. Rapid and transient pharmacological ISR activation in vitro was sufficient to increase aged MuSC activation rate and migratory behavior as well as alter the transcriptional states toward a younger phenotype. ISR activation also improved aged MuSC potency and aged mouse muscle regeneration in vivo. Therefore, pharmacological activation of the ISR has therapeutic potential to improve MuSC function and skeletal muscle repair during aging.
Longevity Relevance Analysis
(5)
Pharmacological activation of the Integrated Stress Response pathway can enhance the activation and regenerative capacity of aged muscle stem cells. This research addresses a fundamental aspect of aging by exploring mechanisms to improve stem cell function and muscle regeneration, which are critical for longevity and combating age-related decline.