Molecular characterization of selectively vulnerable neurons in Alzheimer's Disease
Kun Leng, Emmy Li, Rana Eser, Antonia Piergies, Rene Sit, Michelle Tan, Norma Neff, Song Hua Li, Roberta Diehl Rodriguez, Claudia Kimie Suemoto, Renata Elaine Paraizo Leite, Alexander J. Ehrenberg, Carlos A. Pasqualucci, William W. Seeley, Salvatore Spina, Helmut Heinsen, Lea T. Grinberg, Martin Kampmann
Abstract
Alzheimer’s disease (AD) is characterized by the selective vulnerability of specific neuronal populations, the molecular signatures of which are largely unknown. To identify and characterize selectively vulnerable neuronal populations, we used single-nucleus RNA sequencing to profile the caudal entorhinal cortex and the superior frontal gyrus—brain regions where neurofibrillary inclusions and neuronal loss occur early and late in AD, respectively—from postmortem brains spanning the progression of AD-type tau neurofibrillary pathology. We identified RORB as a marker of selectively vulnerable excitatory neurons in the entorhinal cortex and subsequently validated their depletion and selective susceptibility to neurofibrillary inclusions during disease progression using quantitative neuropathological methods. We also discovered an astrocyte subpopulation, likely representing reactive astrocytes, characterized by decreased expression of genes involved in homeostatic functions. Our characterization of selectively vulnerable neurons in AD paves the way for future mechanistic studies of selective vulnerability and potential therapeutic strategies for enhancing neuronal resilience.
Datasets
1. Molecular characterization of selectively vulnerable neurons in Alzheimer’s Disease: Superior frontal gyrus
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UBERON:000266163608 cells HsapDv:000016619079 cells HsapDv:000020818543 cells NCBITaxon:960663608 cells glutamatergic neuron20301 cells oligodendrocyte18360 cells mature astrocyte8025 cells GABAergic neuron7964 cells mature microglial cell4093 cells oligodendrocyte precursor cell3468 cells endothelial cell1397 cells Alzheimer disease50962 cells superior frontal gyrus63608 cells 72-year-old human stage19079 cells 82-year-old human stage18543 cells 60-year-old human stage6541 cells 77-year-old human stage6484 cells 87-year-old human stage3947 cells 71-year-old human stage3587 cells 80 year-old and over human stage2909 cells 50-year-old human stage2518 cells 2. Molecular characterization of selectively vulnerable neurons in Alzheimer’s Disease: Entorhinal Cortex
Metadata
SampleID
donor_id
BraakStage
SampleBatch
initialClusterAssignments
seurat.clusters
clusterAssignment
clusterCellType
tissue_ontology_term_id
cell_type_ontology_term_id
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development_stage_ontology_term_id
sex_ontology_term_id
organism_ontology_term_id
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cell_type
assay
disease
organism
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UBERON:000272842528 cells HsapDv:000020815400 cells HsapDv:000016610187 cells NCBITaxon:960642528 cells glutamatergic neuron10780 cells oligodendrocyte9615 cells mature microglial cell6003 cells mature astrocyte5916 cells GABAergic neuron5571 cells oligodendrocyte precursor cell3913 cells endothelial cell730 cells Alzheimer disease32798 cells entorhinal cortex42528 cells 82-year-old human stage15400 cells 72-year-old human stage10187 cells 50-year-old human stage4213 cells 80 year-old and over human stage3784 cells 60-year-old human stage3301 cells 71-year-old human stage2216 cells 77-year-old human stage1945 cells 87-year-old human stage1482 cells Analyze this study
Source data
https://cellxgene.cziscience.com/collections/180bff9c-c8a5-4539-b13b-ddbc00d643e6
Alias names
GSE147528, syn21788402, PMID33432193, PMC7854528
Cite this study
Leng, K., Li, E., Eser, R., Piergies, A., Sit, R., Tan, M., Neff, N., Li, S.H., Rodriguez, R.D., Suemoto, C.K. and Leite, R.E.P., 2021. Molecular characterization of selectively vulnerable neurons in Alzheimer’s disease. Nature neuroscience, 24(2), pp.276-287. https://doi.org/10.1038/s41593-020-00764-7