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Interpretable deep learning reveals spatiotemporal MRI features of brain aging that align with neurodegenerationNARA Subscribed
Cortical thinning and atrophy are hallmarks of brain aging that have been characterized using magnetic resonance imaging (MRI). Brain aging involves many neuroanatomic features whose effects on brain structure remain unexplored. To address this challenge, we trained interpretable deep neural networks (DNNs) to estimate brain age (BA) from T 1 -weighted ( T 1 w) MRI. By identifying MRI features unapparent to humans, DNNs can fi...
Increasing trends of coral mortality are a challenge to coral reef management worldwide, and a need exists to identify the causes and pathways involved. Pathology is useful to help decipher potential causes of mortality in animals, because it illuminates agents associated with lesions and gives insights on the nature of how a host responds to said agents. To better understand the nature of threats facing corals in the Arabian...
Metabolic dependencies and neural progenitor dysregulation: driving forces in paediatric high-grade glioma developmentNARA Subscribed
Paediatric high-grade gliomas (pHGGs) are the most lethal brain tumours in children, characterised by profound epigenetic dysregulation and limited treatment options. The 2021 WHO Classification has established a molecular framework that distinguishes pHGGs as biologically distinct from adult glioblastoma, recognising four major subtypes: H3K27-altered diffuse midline glioma, H3G34-mutant diffuse hemispheric glioma, infant-typ...
Alzheimer’s disease (AD) disproportionately affects women and carriers of the apolipoprotein E ε4 allele (APOE4), yet little is known about how sex and APOE interact to influence white matter (WM) integrity during disease progression. We integrated diffusion MRI and matched blood transcriptomic data to investigate these interactions and their underlying biological mechanisms. WM microstructure was quantified using diffusion te...
Thermophilization over space but not time among communities of ground‐dwelling arthropods in a desert cityNARA Subscribed
Thermophilization of communities, or shifts in composition favoring more warm‐adapted species, over time and space is a common response to warming from global climate change and localized effects of land‐use change. However, the interplay between community thermophilization driven by temporal warming in global climate and spatial warming in local climate is not well explored empirically. Here, we use long‐term ecological monit...
The International Union for Conservation of Nature (IUCN) Green Status of Species (GSS), introduced in 2021, is a global standard of measurement used to assess the level to which a species has recovered (i.e., is viable and providing its ecological function across its entire range). It is also used to evaluate how a species has responded to past conservation actions and the expected conservation gains and recovery potential it...