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Personalized single-cell transcriptomics reveals molecular diversity in Alzheimer's disease

6 days 17 hours ago
Alzheimer's disease (AD) is highly heterogeneous and driven by diverse molecular and cellular mechanisms. Functional genomics investigates these mechanisms from genetic variants to gene expression and regulation. We performed personalized functional genomics analysis on population-scale single-nucleus RNA-seq data, with cross-cohort validation across multiple cohorts comprising over 1900 individual brains, capturing donor-level cell type interactions and gene regulatory networks. Using a...
Pramod Bharadwaj Chandrashekar

Efficient differential expression analysis of large-scale single-cell transcriptomics data using Dreamlet

6 days 17 hours ago
Advances in single-cell and -nucleus transcriptomics have enabled generation of increasingly large-scale datasets from hundreds of subjects and millions of cells. These studies promise to give unprecedented insight into the cell type specific biology of human disease. Yet performing differential expression analyses across subjects remains difficult due to challenges in statistical modeling of these complex studies and scaling analyses to large datasets. Our open-source R package dreamlet (...
Gabriel E Hoffman

Single-cell atlas of transcriptomic vulnerability across brain disorders

6 days 17 hours ago
Neurodegenerative and neuropsychiatric diseases impose a considerable societal and public health burden. However, our understanding of the molecular mechanisms underlying these highly complex conditions remains limited^(1,2). Here, to gain deeper insights into the aetiology of different brain diseases, we used specimens from 1,494 unique donors to generate a population-scale single-cell transcriptomic atlas of the human dorsolateral prefrontal cortex, comprising over 6.3 million individual...
Donghoon Lee

Single-nucleus atlas of cell-type specific genetic regulation in the human brain

6 days 17 hours ago
Genetic risk variants for common diseases are predominantly located in non-coding regulatory regions and modulate gene expression. Although bulk tissue studies have elucidated shared mechanisms of regulatory and disease-associated genetics, the cellular specificity of these mechanisms remains largely unexplored. Here we present a comprehensive, single-nucleus multi-ancestry atlas of genetic regulation of gene expression in the human prefrontal cortex, comprising 5.6 million nuclei from 1,384...
Biao Zeng

AI-based characterization of Alzheimer's disease phenotypes from population-scale single-cell data

6 days 17 hours ago
The complexity of Alzheimer's disease (AD) manifests in diverse clinical phenotypes, including cognitive impairment and neuropsychiatric symptoms. However, the etiology of these phenotypes remains elusive. To address this, the PsychAD project generated a population-level single-nucleus RNA sequencing dataset comprising over 6 million nuclei from the prefrontal cortex of >1,000 individual brains, covering a variety of disease phenotypes. Here, leveraging this dataset, we developed a computational...
Chenfeng He

Lsp2 links early-life diet to adult translation and lifespan in Drosophila

6 days 17 hours ago
Nearly a century ago, restricting diet during early-life periods was suggested to extend lifespan in rats and in Daphnia^(1,2). The effect of juvenile diet on adult physiology and lifespan has subsequently been described in other model organisms, including fruit flies^(3-5) and mice^(6-8); however, its mechanism remains poorly understood. Here, using Drosophila as a model, we show that restricting protein intake during the larval stage (early-life protein restriction; ePR) promotes adult...
Hina Kosakamoto

Lsp2 links mTORC1 to TOP mRNA translation and lifespan in Drosophila

6 days 17 hours ago
Mechanistic target of rapamycin complex 1 (mTORC1) senses nutrient availability to orchestrate metabolic processes that are crucial for physiological homeostasis and ageing¹. mTORC1 preferentially regulates the translation of 5'-terminal oligopyrimidine (TOP) motif-containing mRNAs (which encode mainly ribosomal proteins) through the 4E-BP translational repressor²; however, this function of mTORC1 is resistant to rapamycin inhibition³. TOP mRNAs are exceptionally abundant, and thus impose a...
Jun Wang

Vascular aging as a driver of organ dysfunction and systemic aging

6 days 17 hours ago
Centuries ago, Thomas Sydenham famously wrote, "A man is as old as his arteries", highlighting the importance of the vasculature for health and healthy aging. Here, we review recent developments in vascular aging research, focusing on how microvascular aging drives tissue dysfunction and the emerging therapeutic opportunities for vascular rejuvenation. Although macrovascular aging has long been studied, microvascular aging remains an emerging frontier. Recent single-cell and multiomic...
Stefanie Dimmeler

Fast, flexible analysis of differences in cellular composition with crumblr

6 days 17 hours ago
Changes in cell type composition play an important role in human health and disease. Recent advances in single-cell technology have enabled the measurement of cell type composition at increasing cell lineage resolution across large cohorts of individuals. Yet this raises new challenges for statistical analysis of these compositional data to identify changes in cell type frequency. We introduce crumblr ( DiseaseNeurogenomics.github.io/crumblr ), a scalable statistical method for analyzing count...
Gabriel E Hoffman

Longitudinal digital phenotyping of activity rhythms and biological aging using commercial wearables

6 days 17 hours ago
Disrupted rest-activity rhythms have been associated with aging and chronic disease, yet longitudinal evidence from free-living populations has been lacking. Here we integrate multi-year Fitbit activity data from the All of Us Research Program with clinical biomarker-derived PhenoAge from 2,222 participants (8,447 person-years). Through high-dimensional digital phenotyping, we show that circadian rest-activity rhythm intensity, timing, and stability are associated with biological aging...
Jinjoo Shim

Lifespan single-cell transcriptomic atlas of the human prefrontal cortex

6 days 17 hours ago
The human brain undergoes profound changes from early development through late adulthood, shaping cognition, behaviour and vulnerability to disease^(1,2). Understanding how these changes are organized within specific brain regions and cell types is essential for interpreting normal ageing and its relationship to psychiatric and neurodegenerative disorders. The dorsolateral prefrontal cortex has a central role in higher cognitive functions and is particularly sensitive to age-related decline³,...
Hui Yang

Single-cell atlas of transcriptomic vulnerability across brain disorders

6 days 17 hours ago
Neurodegenerative and neuropsychiatric diseases impose a considerable societal and public health burden. However, our understanding of the molecular mechanisms underlying these highly complex conditions remains limited^(1,2). Here, to gain deeper insights into the aetiology of different brain diseases, we used specimens from 1,494 unique donors to generate a population-scale single-cell transcriptomic atlas of the human dorsolateral prefrontal cortex, comprising over 6.3 million individual...
Donghoon Lee

Transcranial magneto-acoustic stimulation ameliorates cortico-subthalamic circuit dysfunction in MPTP-induced Parkinsonian mice: a cross-scale characterization

6 days 17 hours ago
Parkinson's disease (PD) is characterized by abnormal oscillatory activity and altered interregional coupling within the cortico-subthalamic (M1-STN) circuit. Transcranial magneto-acoustic stimulation (TMAS) combines focused ultrasound with a static magnetic field, but its modeled physical responses and circuit-level effects remain incompletely characterized. We integrated multiphysics simulations with behavioral testing, simultaneous M1-STN local field potential recordings, Golgi-Cox staining,...
Shuai Zhang

Plasma inflammatory markers and brain white matter microstructure in late middle-aged and older adults

6 days 17 hours ago
Chronic inflammation is a common feature of aging and is observed across various age-related neurodegenerative diseases, including Alzheimer's disease (AD). Diffusion magnetic resonance imaging (dMRI) metrics of white matter microstructure are hypothesized to be sensitive to inflammation, though few studies have assessed this relationship in non-clinical populations. This cross-sectional study of 457 dementia-free older adults (M(age)=63.82) examined associations of plasma markers related to...
Siona Mishra

Neuropathology of centenarians and supercentenarians: An autopsy study

6 days 17 hours ago
Studies of centenarians and supercentenarians provide insight into aging and substrates of cognitive impairment at the extreme limits of age. In this study, we examined pathologic findings in 15 centenarians (99-109 years) and 7 supercentenarians (111-115 years) who underwent autopsy at our institution during a 25-year period between 2000 and 2025 and compared them with a cohort of 24 older adults (70-90 years) who underwent autopsy during 2024-2025. Of the 22 centenarians and supercentenarians,...
Shino Magaki