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In this study, we investigated the genetic control of dwarfism in naturally occurring dwarf mutant lines of grapevines. Through trait–segregation and marker–trait association analyses, we identified a major locus on Chromosome 14 tightly associated with the dwarf trait. Subsequently, we conducted a bulked RNA-seq analysis, fine mapped the dwarf trait and identified VviBR6OX1 , a cytochrome P450 enzyme involved in brassinostero...
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...
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...