Li-Ning Peng, Fei-Yuan Hsiao, Liang-Kung Chen
· Journal of the Chinese Medical Association : JCMA
· Center for Geriatrics and Gerontology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC.
· pubmed
Geroscience - the interdisciplinary field investigating the causal relationship between the biology of aging and age-related chronic disease - has undergone a remarkable evolution since its formalization within the United States National Institutes of Health in the early 2010s. G...
Geroscience - the interdisciplinary field investigating the causal relationship between the biology of aging and age-related chronic disease - has undergone a remarkable evolution since its formalization within the United States National Institutes of Health in the early 2010s. Grounded in the recognition that aging is the paramount modifiable risk factor for most noncommunicable diseases, geroscience has produced a coherent molecular taxonomy of aging processes (twelve hallmarks), delineated pro-aging and anti-aging molecular pathways (gerogenes, gerosuppressors, and gerozymes), and catalyzed a new clinical vocabulary - geroprotection, gerodiagnostics, and gerotherapeutics. Two institutional milestones anchor the field's translational ambitions: the WHO's codification of Ageing-Associated Decline in Intrinsic Capacity as ICD-11 code MG2A; and the FDA's acceptance of the Targeting Aging with Metformin (TAME) trial - the first prospective clinical trial designed to delay aging as a composite multi-disease outcome, currently underway. The biomarker science of aging has advanced in parallel, from first-generation DNA methylation clocks to organ-specific plasma proteomic signatures capable of predicting various age-related diseases with clinical-grade precision. The gerotherapeutic landscape has expanded substantially. Metformin, which engages more aging hallmarks than any other candidate gerotherapeutic, provided the regulatory impetus for TAME; in a rigorous 40-month multi-omics study in cynomolgus monkeys, it decelerated plasma proteomic biological age by 6.41 years - the strongest pharmacological evidence to date for systemic biological age modification in a primate model. Senolytics and senomorphics target senescent cell burden; SGLT-2 inhibitors represent the first approved class with direct senotherapeutic properties; GLP-1 receptor agonists attenuate inflammaging; NAD⁺ precursors restore mitochondrial and sirtuin function; and the gerozyme (15-PGDH) inhibitor offers a mechanistically distinct pro-regenerative approach with emerging relevance as an adjunct to GLP-1 receptor agonist therapy. Multidomain lifestyle programs address multiple aging hallmarks simultaneously and have demonstrated measurable intrinsic capacity improvement in randomized trials. Building on these foundations, this review proposes the Geroscience-Responsive Aging Care Ecosystem (GRACE) - a three-element service model operationalizing geroscience and gerotherapeutic evidence within the WHO Integrated Care for Older People (ICOPE) framework.
Longevity Relevance Analysis
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The paper proposes a comprehensive framework for integrating geroscience and gerotherapeutics into aging care. It is relevant as it addresses the root causes of aging and explores interventions aimed at modifying biological aging processes rather than merely treating age-related diseases.
Diego Armando Morales-Carrizales, Daniel Garza-Guzman, Maria de Jesus Loera-Arias ...
· Metformin
· Departamento de Histologia, Facultad de Medicina, Universidad Autónoma de Nuevo Leon, Francisco I. Madero S/N, Mitras Centro, 64460, Monterrey, Nuevo Leon, Mexico.
· pubmed
As global life expectancy rises, age-related musculoskeletal decline poses a growing public health challenge-impairing mobility, increasing frailty, and diminishing quality of life for billions worldwide. Functional deterioration often begins in midlife, yet effective early inter...
As global life expectancy rises, age-related musculoskeletal decline poses a growing public health challenge-impairing mobility, increasing frailty, and diminishing quality of life for billions worldwide. Functional deterioration often begins in midlife, yet effective early interventions remain limited. Metformin, a widely prescribed antidiabetic drug, has shown geroprotective potential. However, its capacity to preserve musculoskeletal health during early aging remains poorly defined. Addressing this gap is critical to developing scalable, cost-effective strategies to extend healthspan. Here, we investigated the effects of midlife metformin treatment in male C57BL/6 J mice by comparing young, untreated middle-aged, and metformin-treated middle-aged groups. Metformin treatment was initiated at 30 weeks of age and continued through 53 weeks. Frailty was evaluated using composite clinical and functional indices, while musculoskeletal health was assessed through motor tests and detailed histological analyses of muscle, bone, and joint tissues. Metformin-treated middle-aged mice maintained body weight comparable to that of young adult controls, preventing excessive age-associated weight gain. Both clinical and performance-based frailty scores were significantly attenuated. Muscle strength, endurance, and mass were preserved, alongside increased muscle fiber size, enhanced capillary density, and reduced fibrotic remodeling. Bone integrity was similarly maintained, evidenced by preserved trabecular architecture, osteoblast abundance, and collagen organization. Additionally, metformin supported locomotor function by preserving gait parameters and knee joint structure, including articular cartilage thickness and chondrocyte integrity. Collectively, these findings demonstrate that metformin administration supports healthspan by attenuating frailty and preserving musculoskeletal integrity in middle-aged mice, reinforcing its potential as a scalable geroprotective intervention targeting early aging.
Longevity Relevance Analysis
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Metformin treatment in middle-aged mice preserves musculoskeletal health and attenuates frailty, suggesting its potential as a geroprotective intervention. The study addresses the root causes of age-related decline by exploring a pharmacological approach to extend healthspan, which is directly relevant to longevity research.
Lee, M.-K., Kim, S. M., Lee, S. ...
· biochemistry
· Department of Chemistry, Seoul National University
· biorxiv
Aberrant protein acylation by reactive acyl species (RAS), termed carbon stress, is a major driver of aging and metabolic disease. While enzymatic deacylases such as sirtuins counteract aberrant acylation, whether endogenous metabolites can directly neutralize RAS remains unclear...
Aberrant protein acylation by reactive acyl species (RAS), termed carbon stress, is a major driver of aging and metabolic disease. While enzymatic deacylases such as sirtuins counteract aberrant acylation, whether endogenous metabolites can directly neutralize RAS remains unclear. Here, we report that nucleophilic metabolites (taurine, spermidine, and ethanolamine) react with acyl-CoAs, preventing aberrant protein acylation and potentially extending lifespan. We demonstrate that spermidine scavenges acetyl-CoA within the catalytic pocket of p300, a histone acetyltransferase, and extends lifespan in Drosophila. Taurine supplementation in mice fed a high-fat diet promotes N-fatty acyl taurine formation, confirming in vivo scavenging of RAS. These findings identify endogenous nucleophilic metabolites as scavengers that neutralize carbon stress, with implications for combating aging and metabolic disease.
Longevity Relevance Analysis
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Endogenous nucleophilic metabolites can neutralize reactive acyl species, potentially extending lifespan. The paper addresses the root causes of aging by exploring how specific metabolites can mitigate carbon stress, which is linked to aging and metabolic diseases.
Feng, Z., Hou, J., Li, X. ...
· neuroscience
· Third Military Medical University
· biorxiv
Meningeal lymphatic vessels (mLVs) are vital for brain waste clearance, making them a promising therapeutic target. However, effective modulation strategies for mLVs with translational potential remain underdeveloped. Here, we develop a low-intensity focused ultrasound (LIFU) str...
Meningeal lymphatic vessels (mLVs) are vital for brain waste clearance, making them a promising therapeutic target. However, effective modulation strategies for mLVs with translational potential remain underdeveloped. Here, we develop a low-intensity focused ultrasound (LIFU) strategy that precisely targets the vault cranial meninges to non-invasively facilitate mLVs drainage. Using models of Alzheimer's disease (AD) and aging, we demonstrate that this approach promotes CSF drainage, prevents cognitive decline, and reduces pathological biomarkers. Mechanistically, RNA sequencing combined with calcium imaging in vitro reveals that LIFU activates the Piezo1 ion channel in lymphatic endothelial cells, whereas pharmacological inhibition of Piezo1 abolishes LIFU's therapeutic effects. Compliant with FDA safety guidelines, this LIFU protocol demonstrates strong clinical translatability. If its efficacy is clinically confirmed, LIFU offers a promising therapy for neurodegenerative diseases triggered by waste accumulation.
Longevity Relevance Analysis
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Low-intensity focused ultrasound enhances meningeal lymphatic drainage, preventing cognitive decline in Alzheimer's disease. The paper addresses a potential therapeutic strategy that targets the underlying mechanisms of waste accumulation in the brain, which is relevant to the aging process and neurodegenerative diseases.
Lim, C. M., Vendruscolo, M.
· neuroscience
· University of Cambridge
· biorxiv
Neuronal aging pace varies markedly between individuals, but what drives this variation remains unknown. Using cell-type-specific transcriptomic clocks applied to single-nucleus RNA sequencing data from 226 adults (ages 20-90), we quantified neuronal aging residuals as a donor- d...
Neuronal aging pace varies markedly between individuals, but what drives this variation remains unknown. Using cell-type-specific transcriptomic clocks applied to single-nucleus RNA sequencing data from 226 adults (ages 20-90), we quantified neuronal aging residuals as a donor- dominant phenotype. Variance decomposition revealed that microglial transcriptional programs predict inter-individual variation in neuronal aging residuals, a directional asymmetry consistent with a non-cell-autonomous relationship between microglial states and neuronal aging trajectories. This asymmetry is accompanied by an age-dependent shift from homeostatic to inflammatory microglial dominance beginning in midlife, with inflammatory dominance probability rising from 26% at age 35 to 92% by age 65, replicated in an independent cohort. IFN{gamma} signaling emerges as the dominant microglial program associated with accelerated neuronal aging in late adulthood. Candidate regulators of microglial IFN{gamma} activity (HIF1A, CEBPB, and EZH2) are computationally prioritized as intervention targets warranting functional validation.
Longevity Relevance Analysis
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Microglial transcriptional programs predict inter-individual variation in neuronal aging. The study addresses the underlying mechanisms of neuronal aging, focusing on microglial influence, which is pertinent to understanding and potentially mitigating the root causes of aging.
Bracey, N. A., Beppler, C., Bilich, T. ...
· immunology
· Stanford University
· biorxiv
A decline in specific antibody responses is a hallmark of human aging, yet the differential contributions of B and T lymphocytes and their interactions remain unclear. CXCL13 is a critical chemokine that shapes germinal center organization, but the regulation of human-specific CX...
A decline in specific antibody responses is a hallmark of human aging, yet the differential contributions of B and T lymphocytes and their interactions remain unclear. CXCL13 is a critical chemokine that shapes germinal center organization, but the regulation of human-specific CXCL13+ Tfh cells during aging is not known. Using human tonsil organoids, single-cell RNA sequencing, and CRISPR perturbations, we mapped age-associated changes in T follicular helper (Tfh) cells, the cell type that provides T cell 'help' to B cells in germinal centers (GCs). Tonsil organoids from older donors generated weaker influenza-specific antibody responses, which we traced to Tfh cell defects rather than B cells. Single-cell profiling revealed a selective loss of mature CXCL13+ GC-Tfh cells accompanied by accumulation of Tfh precursor states. Trajectory analysis showed that aging arrests Tfh cell maturation at the early activated precursor transition, and CRISPR perturbations identified BACH2 and SOX4 as transcriptional regulators of differentiation reduced with age. These findings reveal a human-specific mechanism of immune aging with implications for strategies to restore humoral immunity.
Longevity Relevance Analysis
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The paper claims that aging arrests the maturation of CXCL13+ T follicular helper cells, leading to impaired antibody responses. This research addresses a specific mechanism of immune aging, which is directly related to understanding and potentially mitigating the effects of aging on the immune system.
Yuta Yamada, Jinjing Yang, Akiho Saiki-Tsuchiya ...
· Hematopoietic Stem Cells
· Division of Experimental Hematology, Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA.
· pubmed
Hematopoietic stem cells (HSCs) survive many types of cellular stress but often lose their regenerative and lymphopoietic capacities as a result. Such functional decline also occurs with age, and dysfunctional HSCs with impaired mitochondria accumulate during aging. However, the ...
Hematopoietic stem cells (HSCs) survive many types of cellular stress but often lose their regenerative and lymphopoietic capacities as a result. Such functional decline also occurs with age, and dysfunctional HSCs with impaired mitochondria accumulate during aging. However, the molecular link between HSC stress response and age-related functional decline remains poorly understood. Here we show that multiple stress responses converge on the RIPK3-MLKL axis to induce age-related changes in HSCs. The necroptosis effector MLKL is readily activated by inflammation and replication stress and accumulates in HSC mitochondria. Consequently, activated MLKL does not cause cell death but impairs HSC self-renewal and lymphoid differentiation. Such MLKL-mediated functional decline also occurs in HSCs during organismal aging, with activated MLKL primarily mediating age-related mitochondrial damage and reduced glycolytic flux. Collectively, our results establish the RIPK3-MLKL axis as a key mediator of HSC aging and identify a necroptosis-independent role of MLKL in mitochondrial damage.
Longevity Relevance Analysis
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The paper claims that the RIPK3-MLKL axis mediates age-related mitochondrial damage in hematopoietic stem cells, contributing to their functional decline. This research addresses a molecular mechanism underlying HSC aging, which is directly related to the root causes of aging and age-related functional decline.
William Gao, Peng Hu, Brittney Wick ...
· Genome biology
· Department of Genetics, University of Pennsylvania, Philadelphia, PA, 19104, USA. William.Gao@Pennmedicine.upenn.edu.
· pubmed
As the first organ to develop in utero, the human heart undergoes extensive molecular, structural and metabolic remodeling during development and must sustain its function throughout life.
As the first organ to develop in utero, the human heart undergoes extensive molecular, structural and metabolic remodeling during development and must sustain its function throughout life.
Longevity Relevance Analysis
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The paper identifies gene regulatory network dynamics across cardiac development, aging, and disease. The focus on gene regulatory networks in the context of aging and cardiac function suggests potential insights into the mechanisms of aging and age-related diseases, which are relevant to longevity research.
Coccia, E., Morrone Parfitt, G., Ijaz, S. ...
· neuroscience
· Icahn School of Medicine at Mount Sinai
· biorxiv
Aging is the strongest risk factor for neurodegeneration, yet how the human brain ages remains poorly understood. Loss-of-function (LOF) variants in ATP13A2 cause severe juvenile-onset Parkinson's disease, providing a window into the mechanisms that accelerate age-related neurode...
Aging is the strongest risk factor for neurodegeneration, yet how the human brain ages remains poorly understood. Loss-of-function (LOF) variants in ATP13A2 cause severe juvenile-onset Parkinson's disease, providing a window into the mechanisms that accelerate age-related neurodegeneration. ATP13A2-LOF causes lysosomal polyamine sequestration, but how this promotes pathogenesis remains unclear. We discovered that ATP13A2-LOF depletes cytosolic polyamines in astrocytes, triggering compensatory upregulation of de novo polyamine biosynthesis, which diverts S-adenosyl methionine (SAM) from DNA and histone methylation, leading to increased chromatin accessibility and epigenetic reprogramming of astrocytes into a neuroinflammatory state that releases neurotoxic cytokines that promote dopaminergic neuron death. In ATP13A2 knockout mice and human models, we find that genetic and pharmacological inhibition of SAM utilization in polyamine biosynthesis prevents astrocytic epigenetic reprogramming and promotes dopaminergic neuron survival. These findings reveal a direct link between polyamine metabolism, epigenetic dysfunction, and neurotoxic inflammation, uncovering new therapeutic opportunities in Parkinson's disease.
Longevity Relevance Analysis
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Loss-of-function variants in ATP13A2 lead to polyamine dysregulation that promotes neuroinflammatory states in astrocytes, contributing to dopaminergic neuron death. The paper addresses mechanisms underlying neurodegeneration linked to aging, focusing on root causes rather than merely treating symptoms.
Farzad, N., Enninful, A., Lu, Y. ...
· immunology
· Yale University
· biorxiv
Immunosenescence, the age-associated decline in immune function, is a key feature of human aging. In human lymphoid organs, however, the specific immune cell populations that acquire senescence-associated phenotypes during aging and how they influence the surrounding tissue micro...
Immunosenescence, the age-associated decline in immune function, is a key feature of human aging. In human lymphoid organs, however, the specific immune cell populations that acquire senescence-associated phenotypes during aging and how they influence the surrounding tissue microenvironment remain poorly understood. A spatially resolved map of these senescence-associated immune states in human lymphoid tissues could help clarify their relationship with aging and their potential contributions to the progressive decline of immune function. Here, we integrated single-cell and spatial multi-omics to systematically characterize age-related senescence in human lymph nodes (LNs). Single-cell transcriptomics of lymphoid tissues from donors aged 18 to 100 years old identified 34 immune and stromal cell types and revealed age-associated upregulation of senescence signatures in specific populations. Spatial proteomic profiling of 99 LN sections from 51 donors (18-86 years) using high-plex immunofluorescence (~20 million cells) mapped senescence markers (p16, p21, HMGB1, yH2AX) at single-cell resolution, revealing diverse senescent-like cell types ("senotypes") and a stepwise shift from extrafollicular to germinal center (GC) localization with age. Notably, we observed focal clonal-like senescence in GC B cells in older donor LNs. Spatial transcriptomics, epigenomics, and metabolic imaging of selected samples further elucidate the multi-omics signatures and underlying mechanisms of functional impairment, metabolic remodeling, and distinct regulatory programs in senescent-like GC B cells. This study presents a comprehensive spatial atlas of senescence-associated immune states in human lymph nodes, revealing cell-type-specific and spatial heterogeneity that may contribute to immunosenescence and the decline of immune function during aging.
Longevity Relevance Analysis
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The study identifies age-related alterations in immune cell populations and their spatial organization in human lymph nodes, contributing to our understanding of immunosenescence. This research is relevant as it addresses the mechanisms underlying immune decline with aging, which is a critical aspect of longevity and age-related diseases.
Ugarte-Perez, E., Espinos Soler, E., Antonio Cerdan Cerda, A. ...
· neuroscience
· Instituto de Neurociencias CSIC-UMH, Sant Joan d'Alacant, Spain
· biorxiv
Adaptive plasticity, the brain's capacity to counteract structural decline and preserve performance with age, is a hallmark of successful aging, yet its biological underpinnings remain poorly understood. Here, we combined longitudinal magnetic resonance imaging (MRI) spanning the...
Adaptive plasticity, the brain's capacity to counteract structural decline and preserve performance with age, is a hallmark of successful aging, yet its biological underpinnings remain poorly understood. Here, we combined longitudinal magnetic resonance imaging (MRI) spanning the entire lifespan with electrophysiology, immunohistochemistry, and behavioral assays in female and male rats to identify key region- and systems-level mechanisms underlying this process. Resting-state functional MRI revealed a striking sex-specific pattern of connectivity reorganization in anterior brain regions, emerging in midlife and more pronounced in females. Microstructural MRI and histological analyses linked increased connectivity to prolonged white matter preservation and downstream maintenance of neuronal function in the female prefrontal cortex, while electrophysiological recordings demonstrated enhanced effective connectivity in the same region in aged females. Behaviorally, enhanced anterior connectivity was associated with superior memory performance. Ovariectomy at a critical time point for white matter maturation compromised this female-specific neuroprotection, disrupting microstructural integrity and functional reorganization, thereby highlighting the role of sex hormones in shaping these trajectories. Together, these findings identify a novel sexually dimorphic pattern of functional reorganization in anterior brain regions and point to estrogen availability during critical periods as a key modulator of brain aging.
Longevity Relevance Analysis
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The paper claims that estrogen availability during critical periods modulates brain aging and preserves cognitive function in aged females. This research is relevant as it explores the biological mechanisms underlying successful aging and cognitive preservation, addressing root causes of age-related cognitive decline rather than merely treating symptoms.
Krongauz, D., Marmor, Y., Zulti, A. ...
· health informatics
· Weizmann Institute of Science
· medrxiv
Using 30-second voice recordings from 7,081 adults aged 40-70, we trained gender-specific models to estimate voice-predicted age (Voice Age). Voice Age correlated with chronological age comparably to established omic and physiological aging clocks, while capturing an independent ...
Using 30-second voice recordings from 7,081 adults aged 40-70, we trained gender-specific models to estimate voice-predicted age (Voice Age). Voice Age correlated with chronological age comparably to established omic and physiological aging clocks, while capturing an independent dimension of biological aging. Accelerated vocal aging showed association with higher adiposity, impaired sleep physiology, and cardiometabolic risk markers, supporting voice as a scalable, non-invasive functional aging biomarker.
Longevity Relevance Analysis
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The paper claims that voice-based biological aging can serve as a non-invasive biomarker for assessing biological age. This research is relevant as it explores a novel approach to measuring biological aging, which could contribute to understanding and potentially addressing the root causes of aging.
Ning Lu, Jing Wang, Yi-Hui Li ...
· npj aging
· Institute of Reproductive Health, Center for Reproductive Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China.
· pubmed
Extracellular matrix (ECM), once regarded as a passive structural scaffold, is now recognized as a key hallmark of aging. In the context of female reproductive aging, ECM remodeling acts as a pivotal driver of functional deterioration. This review outlines how age-associated ECM ...
Extracellular matrix (ECM), once regarded as a passive structural scaffold, is now recognized as a key hallmark of aging. In the context of female reproductive aging, ECM remodeling acts as a pivotal driver of functional deterioration. This review outlines how age-associated ECM alterations, including collagen cross-linking, elastin degradation, and perturbed biomechanics, orchestrate ovarian aging through the mechanical activation of Hippo signaling, compromise endometrial receptivity via dysregulated matrix metalloproteinase activity, and impair embryo invasion by altering ligand presentation. We also discuss emerging ECM-targeted strategies, such as decellularized scaffolds, engineered hydrogels, and 3D-bioprinted matrices, which have demonstrated potential for rejuvenating reproductive function in preclinical models. Furthermore, matrisome-based biomarkers provide novel prognostic insights into reproductive outcomes. Collectively, these advances identify the ECM as a promising target for innovative, non-hormonal interventions aimed at extending female reproductive longevity.
Longevity Relevance Analysis
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The paper claims that extracellular matrix alterations drive ovarian aging and that ECM-targeted strategies may rejuvenate reproductive function. This research addresses the underlying mechanisms of aging in female reproduction, suggesting potential interventions to extend reproductive longevity, which aligns with longevity research goals.
Yun Lei, Yuting Chen, Ming Guo ...
· Molecular psychiatry
· Department of Neuroscience & Regenerative Medicine, Augusta, GA, USA. ylei@augusta.edu.
· pubmed
Epigenetic regulation is a key determinant of the aging process, and its dysregulation contributes to cognitive aging and increased vulnerability to Alzheimer's disease (AD). As major regulators of epigenetic processes, histone deacetylases (HDACs) have emerged as potential thera...
Epigenetic regulation is a key determinant of the aging process, and its dysregulation contributes to cognitive aging and increased vulnerability to Alzheimer's disease (AD). As major regulators of epigenetic processes, histone deacetylases (HDACs) have emerged as potential therapeutic targets for cognitive enhancement in neurodegenerative diseases. However, the distinct roles of individual HDAC isoforms remain to be defined. Here, we report that HDAC9 is specifically expressed in neurons of human and mouse brains, and its expression declines with age. HDAC9 deficiency impairs cognitive function and synaptic plasticity in young mice. Selective deletion of HDAC9 in hippocampal CA1 neurons also induces cognitive impairment. In contrast, overexpression of HDAC9 in forebrain glutamatergic neurons preserves cognitive function in aged mice. Moreover, HDAC9 is also downregulated in the brain of AD mouse models, whereas neuronal overexpression of HDAC9 alleviates AD-related cognitive and synaptic deficits and reduces Aβ deposition. Together, these findings suggest neuronal HDAC9 is necessary and sufficient for maintaining cognitive and synaptic functions in the context of aging and AD.
Longevity Relevance Analysis
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Neuronal HDAC9 is necessary for maintaining cognitive and synaptic functions in aging and Alzheimer's disease. The paper addresses the role of HDAC9 in cognitive aging and its potential as a therapeutic target, which aligns with the investigation of mechanisms underlying aging and age-related diseases.
Gangcai Xie
· npj aging
· Institute of Reproductive Medicine, Medical School, Nantong University, Nantong, China. gangcai@ntu.edu.cn.
· pubmed
Aging clock models have emerged as a crucial tool for measuring biological age, with significant implications for anti-aging interventions and disease risk assessment. However, human aging clock models that offer single-cell resolution and account for cell and tissue heterogeneit...
Aging clock models have emerged as a crucial tool for measuring biological age, with significant implications for anti-aging interventions and disease risk assessment. However, human aging clock models that offer single-cell resolution and account for cell and tissue heterogeneities remain underdeveloped. This study introduces scAgeClock, a novel gated multi-head attention neural network-based single-cell aging clock model. Leveraging a large-scale dataset of over 16 million single-cell transcriptome profiles from more than 40 human tissues and 400 cell types, scAgeClock demonstrates improved age prediction accuracy compared to baseline methods. Nearly half of the tissue-level cell types exhibit mean absolute errors of <10 years, with substantial variability in prediction accuracy observed across different cell types. Feature importance analysis reveals enrichment of aging clock genes related to ribosome, translation, defense response, viral life cycle, programmed cell death, and COVID-19 disease. A novel metric, the aging deviation index proposed by this study, revealed deceleration of ages in cells with higher differentiation potencies and tumor cells in higher phases or under metastasis, while acceleration of ages was observed in skin cells. Furthermore, scAgeClock is publicly available to facilitate future research and potential implementations.
Longevity Relevance Analysis
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The paper claims that scAgeClock provides improved age prediction accuracy at the single-cell level using a novel neural network model. This research is relevant as it addresses the biological mechanisms of aging and offers a tool that could facilitate interventions aimed at understanding and potentially mitigating the aging process.
Veronika Ecker, Bin Yang, Sergios Gatidis ...
· npj aging
· Institute of Signal Processing and System Theory, University of Stuttgart, Stuttgart, Germany. veronika.ecker@iss.uni-stuttgart.de.
· pubmed
Aging is a complex, multifactorial process, influencing disease risk and overall health. While chronological age (CA) is widely used in clinical practice, it fails to capture individual aging trajectories. Current approaches to estimate biological age (BA) often focus on single o...
Aging is a complex, multifactorial process, influencing disease risk and overall health. While chronological age (CA) is widely used in clinical practice, it fails to capture individual aging trajectories. Current approaches to estimate biological age (BA) often focus on single organs or predefined clinical biomarkers, limiting comprehensive assessment. We introduce a novel, purely imaging-driven deep learning framework for organ-specific BA estimation across seven organ systems. Our uncertainty-aware ResNet-based models autonomously learned aging-related features from imaging data in 70,000 UK Biobank participants, eliminating manual feature selection biases. Training on a healthy cohort, where CA approximates BA, allows learning normative aging patterns. When applied to a broader cohort, deviations from typical aging indicate older or younger BA. Our findings demonstrate the feasibility of BA estimation, even in organs with subtle aging features. While aging is largely heterogeneous across organs, we also identified correlations in aging patterns. We further showed that accelerated aging is prognostic of mortality and health outcomes, offering insights for personalized assessments.
Longevity Relevance Analysis
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The paper claims that a novel imaging-driven framework can estimate biological age across multiple organs and its correlation with mortality and health outcomes. This research is relevant as it addresses biological aging, offering insights into personalized assessments and potential interventions in the aging process.
Agustina Legaz, Sebastian Moguilner, Pablo Barttfeld ...
· Nature medicine
· Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
· pubmed
The physical and social exposome affects human aging, and brain clocks may track its effects. However, most studies neglect multidomain exposures (physical, social and political) across diverse settings globally and their associations with brain aging. In this study, we character...
The physical and social exposome affects human aging, and brain clocks may track its effects. However, most studies neglect multidomain exposures (physical, social and political) across diverse settings globally and their associations with brain aging. In this study, we characterized the associations between 73 country-level physical and social exposomal factors and multimodal brain age in 18,701 participants from 34 countries (healthy individuals and those with Alzheimer's disease, frontotemporal lobar degeneration or mild cognitive impairment). Exposome effects were assessed using generalized additive models and meta-analytic frameworks. Aggregated exposome models explained up to 15.5-fold more variance than individual exposures (delta Akaike information criterion (ΔAIC): 2,034-3,127). Physical exposome was primarily associated with accelerated structural brain aging (limbic, subcortical and cerebellar regions), whereas social exposome was more strongly associated with functional brain aging (frontotemporal and limbic networks). Exposome burden accounted for 3.3-9.1-fold higher risk of accelerated aging, exceeding effects of clinical diagnoses. Findings were out-of-sample validated in cross-sectional and longitudinal designs, remained consistent across clinical subgroups and persisted after adjustment for demographics, age correction bias, cognition, scanner type and data quality. The exposome accelerates brain aging in health and disease, underscoring the need to address physical, social and political inequities.
Longevity Relevance Analysis
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The exposome significantly accelerates brain aging in both healthy individuals and those with neurodegenerative diseases. This paper is relevant as it addresses the multifaceted influences on brain aging, highlighting the importance of environmental and social factors in the aging process, which aligns with the broader goals of longevity research.