Nature Communications · 2023 · 78 citations · 58 references
Life SciencesNeurobiologyNeuroscienceCellular NeuroscienceGlial BiologyNeuroimmunologyAge-related Macular DegenerationMacular DegenerationNeurodegenerative DiseasesNeuroinflammationSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsInterleukin-1 Beta SignalingLate Age-related Macular DegenerationRetinal Disease ModelsRetinal MicrogliaSingle-cell Glial TranscriptomicsSingle-cell Rna SequencingSingle-nucleus Rna SequencingSingle-nucleus Sequencing
Due to commonalities in pathophysiology, age-related macular degeneration (AMD) represents a uniquely accessible model to investigate therapies for neurodegenerative diseases, leading us to examine whether pathways of disease progression are shared across neurodegenerative conditions. Here we use single-nucleus RNA sequencing to profile lesions from 11 postmortem human retinas with age-related macular degeneration and 6 control retinas with no history of retinal disease. We create a machine-learning pipeline based on recent advances in data geometry and topology and identify activated glial populations enriched in the early phase of disease. Examining single-cell data from Alzheimer's disease and progressive multiple sclerosis with our pipeline, we find a similar glial activation profile enriched in the early phase of these neurodegenerative diseases. In late-stage age-related macular degeneration, we identify a microglia-to-astrocyte signaling axis mediated by interleukin-1β which drives angiogenesis characteristic of disease pathogenesis. We validated this mechanism using in vitro and in vivo assays in mouse, identifying a possible new therapeutic target for AMD and possibly other neurodegenerative conditions. Thus, due to shared glial states, the retina provides a potential system for investigating therapeutic approaches in neurodegenerative diseases.
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Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text
Neurotoxic reactive astrocytes are induced by activated microglia
Shane A. Liddelow, Kevin A. Guttenplan, Laura Clarke et al. · Nature · 2017 · 8K citations · Full text
Medicine, Neurobiology, Neuroscience +14