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Identifying physiological sweet spots (optimal ranges for homeostasis) is essential for precision medicine. However, traditional statistical methods often rely on globally linear or locally jagged models that struggle to capture the smooth, non-linear nature of biological regulation in high-dimensional data. We present the Quantile Feature Selection Network (Q‑FSNet), a neural network-based framework that integrates quantile regression, feature selection, and uncertainty estimation to identify...

INTRODUCTION: Physical activity may enhance cognition in older adults, yet evidence from randomized controlled trials (RCTs) on mechanistic pathways remains inconclusive.

Innate immunity mediated by myeloid cells defends against infection and injury, but when chronically activated, it drives tissue damage and neurodegeneration. Molecular imaging with positron emission tomography (PET) enables noninvasive, real-time monitoring of such processes in vivo. However, most current neuroinflammation PET tracers lack specificity for activated myeloid cells. G protein-coupled receptor 84 (GPR84) is a promising biomarker that is selectively upregulated on activated...

Parkinson disease (PD)-associated mutations in the LRRK2 gene hyperactivate LRRK2 kinase activity, leading to increased phosphorylation of a subset of RAB GTPases, which are master regulators of intracellular trafficking. In neurons, processive retrograde transport of autophagosomes is essential for autophagosome maturation and effective degradation of autophagosomal cargo in the axon. Here, we show that knockout of the LRRK2-counteracting RAB phosphatase PPM1H causes a gene-dose-dependent...

During wakefulness, neuromodulators operate largely independently to support behavior and cognition. By contrast, sleep reorganizes their activity into a coordinated brain rhythm. During sleep, the major neuromodulators-norepinephrine, acetylcholine, serotonin, and dopamine-exhibit synchronized fluctuations with a periodicity of ~50 seconds. These oscillations appear as recurrent bursts of fast (10 to 30 hertz) electroencephalography activity and are phase-coupled to cerebrospinal fluid flow....

In this cross-sectional cohort we analyzed data from 4260 "health enthusiasts" who purchased at least one saliva-based DNA epigenetic test between 2020 and 2025 and completed detailed lifestyle and supplement questionnaires. A proprietary 9-CpG clock with a mean absolute error of 5.4 years served as the primary biomarker of biological age. High prevalence (71%) of supplement use in this cohort increased our power to study the effects of supplements compared to earlier studies that focused on the...

Puzzling JWST observation could instead be one of the universe's first galaxies—or something more mundane

T cells are central to adaptive immunity, and continuously sense, generate, and respond to mechanical forces. Advances in mechanoimmunology show that T-cell behavior is tightly shaped by the physical properties of their environment, including stiffness, viscoelasticity, ligand arrangement, and tissue topography. T-cell activation depends not only on biochemical signals but also on forces transmitted through the T-cell receptor, coreceptors, and mechanosensitive ion channels, which converge on...

CONCLUSIONS: Living arrangement, social activity and residence were the most significant factors associated with the types of LTC utilization by older adults in China. Overall, enabling and predisposing factors had a greater influence than the need factors. These findings not only demonstrate the potential value of ML for LTC policy development, but also provide empirical support for the Chinese government to adopt targeted interventions that enhance LTC service accessibility and affordability.

Transcription factor (TF) modules interact to regulate key biological processes and cell-state transitions in normal physiology and disease. Understanding these modules and how they evolve over time can be accomplished by constructing gene regulatory networks (GRNs). To identify context-specific TF subnetworks, we developed ChEA-KG, which generates enriched TF regulatory subnetworks for input gene sets. ChEA-KG is based on a GRN connecting 1559 human TFs via 131 181 signed and directed edges...

Science, Ahead of Print.