Single nucleus RNA sequencing and spatial transcriptomics reveal unique functionalities of gray matter versus white matter oligodendrocytes in aging and Alzheimer’s Disease
This analysis identified a conserved newly formed differentiating (NFOL)/differentiating → lipid remodeling → Stress/ISR-reactive architecture, with a pronounced expansion of the Stress/ISR-reactive compartment and altered transition-associated pathway enrichment in high ADNC WM.
Abstract
Oligodendrocyte (OL) dysfunction and white-matter (WM) vulnerability are increasingly recognized as important aspects of aging and Alzheimer’s Disease (AD), yet human WM–focused, cellular-resolution transcriptomic data remain limited. Here, we profiled prefrontal WM from 48 brain donors spanning young adulthood and late-life with low versus high AD Neuropathologic Change (ADNC) using single-nucleus RNA sequencing followed by spatial transcriptomics (CosMx) in a subset of matched donors. We integrated aged WM OLs with a reference dorsolateral prefrontal cortex grey-matter (GM) OL dataset (SEA-AD) to define region- and pathology-associated OL programs. Across modalities, GM OLs exhibited a robust synapse/neurotransmitter-associated transcriptional signature relative to WM OLs, whereas this program was reduced with aging and attenuated in high ADNC GM. In contrast, WM OLs showed stronger immune-associated programs with aging and further enhancement in high ADNC, including cytokine/chemokine signaling and antigen presentation–related pathways. High ADNC WM OLs also displayed amplified proteostasis and stress-adaptation signatures, including selective upregulation of chaperone/heat shock genes and ferritin subunits, consistent with increased protein-folding demand and altered iron handling. To resolve OL state organization beyond static differential expression, we annotated OL sub-states using marker panels and inferred pseudotime-guided directional state-to-state flows within each tissue/condition stratum. This analysis identified a conserved newly formed differentiating (NFOL)/differentiating → lipid remodeling (APOE/ABCA1/LPL+) → Stress/ISR-reactive architecture, with a pronounced expansion of the Stress/ISR-reactive compartment and altered transition-associated pathway enrichment in high ADNC WM. Together, these data define WM-specific OL programs linked to aging and ADNC and nominate a stress/immune-enriched OL state landscape consistent with a putative senescence-like phenotype in diseased WM.
Brain aging is a major risk factor for cerebrovascular and neurodegenerative diseases, yet continuous cell-type changes across the human lifespan remain incompletely defined. Here, we integrate 15 prefrontal cortex (PFC) snRNA-seq datasets from 158 neurologically healthy donors (19–101 years) to construct an atlas of...
Rui-Ze Niu, Meng-Yuan Zhang, Zhi-Lan Yang et al.· npj Aging· 0 citations
ABSTRACT Objective Multiple sclerosis (MS) is a neurodegenerative demyelinating disease of the central nervous system. This study aimed to identify micro‐RNA (miRNA)–mRNA regulatory networks underlying region‐specific molecular mechanisms in white matter and gray matter lesions in progressive MS. Methods Global miRNA a...
Adya Sapra, N. Rai, Timothy D. Niepokny et al.· Annals of Clinical and Trans...· 0 citations
A comprehensive transcriptomic and chromatin accessibility atlas of 8 brain regions of 23 female cynomolgus macaques spanning the adult lifespan, including exceptionally old individuals establishes a foundational framework for understanding the cellular and regulatory architecture of primate brain aging and its links t...
Background Alzheimer's disease (AD), the most common age-related neurodegenerative disease, is closely associated with both amyloid-β plaque and neuroinflammation. Two thirds of AD patients are female, and they have a higher disease risk; women with AD have more extensive brain histological changes than men along with...
Le Zhang, Tian-Yu Liu, Chuan He et al.· Journal of Alzheimer's Disea...· 1 citation
This study analyses publicly available human single-nucleus RNA sequencing from four disorders using donors as the unit of inference throughout, finding down-regulated autosomal lncRNAs from Alzheimer's disease and multiple sclerosis are disorder-specific rather than pan-neuroinflammatory.
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 limited1,2. Here, to gain deeper insights into the aetiology of different brain diseases, we used specimens f...
Donghoon Lee, Mikaela Koutrouli, Nicolas Y. Masse et al.· Nature· 6 citations
A new machine-learning framework aims to improve the success rate of computational protein design while moving away from results that reproduce sequences found in nature.