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Analysis of TEM micrographs with deep learning reveals APOE genotype-specific associations between HDL particle diameter and Alzheimer's dementia

9 months 1 week ago
High-density lipoprotein (HDL) particle diameter distribution is informative in the diagnosis of many conditions, including Alzheimer's disease (AD). However, obtaining an accurate HDL size measurement is challenging. We demonstrated the utility of measuring the diameter of more than 1,800,000 HDL particles with the deep learning model YOLOv7 (you only look once) from micrographs of 183 HDL samples, including patients with dementia or normal cognition (controls). This method was shown to be more...
Jack Jingyuan Zheng

Diverse pathways for the treatment of Parkinson's disease: Integration and development of traditional and emerging therapies

9 months 1 week ago
Parkinson's disease (PD) is the second most common central neurodegenerative disease in the world after Alzheimer's disease (AD), which mainly occurs in middle-aged and elderly people, and is increasing with the aging of the population. With the increasing incidence of PD, it is particularly important to explore its pathology and provide effective interventions and treatments. The pathogenesis of PD involves a variety of factors such as genetics, environment, and age, and is not yet fully...
Yuanyuan Zuo

Polygenic burden of short tandem repeat expansions promotes risk for Alzheimer's disease

9 months 1 week ago
Studies of the genetics of Alzheimer's disease (AD) have largely focused on single nucleotide variants and short insertions/deletions. However, most of the disease heritability has yet to be uncovered, suggesting that there is substantial genetic risk conferred by other forms of genetic variation. There are over one million short tandem repeats (STRs) in the genome, and their link to AD risk has not been assessed. As pathogenic expansions of STR cause over 30 neurologic diseases, it is important...
Michael H Guo

Network segregation during episodic memory shows age-invariant relations with memory performance from 7 to 82 years

9 months 1 week ago
Lower episodic memory capability, as seen in development and aging compared with younger adulthood, may partly depend on lower brain network segregation. Here, our objective was twofold: (1) test this hypothesis using within- and between-network functional connectivity (FC) during episodic memory encoding and retrieval, in two independent samples (n = 734, age 7-82 years). (2) Assess associations with age and the ability to predict memory comparing task-general FC and memory-modulated FC. In a...
Håkon Grydeland

Biomolecular condensates in immune cell fate

9 months 1 week ago
Fate decisions during immune cell development require temporally precise changes in gene expression. Evidence suggests that the dynamic modulation of these changes is associated with the formation of diverse, membrane-less nucleoprotein assemblies that are termed biomolecular condensates. These condensates are thought to orchestrate fate-determining transcriptional and post-transcriptional processes by locally and transiently concentrating DNA or RNA molecules alongside their regulatory...
Srikanth Kodali