Frontiers in Immunology · 2022 · 55 citations · 42 references
Life SciencesNeuroscienceOphthalmologyInflammationMetabolomicsNeuroimmunologyDiabetic RetinopathyMetabolic InflammationMicroglia BiologyNeuroinflammationOcular InflammationSingle-cell MetabolomicsDiabetic Retinopathy BlindnessDiabetic Retinopathy NeurobiologyMetabolic Regulation Of MicrogliaMicroglia ActivationMicroglial Single-cell TranscriptomicsRetinal MicrogliaRetinal NeuroinflammationVisual Impairment From Diabetic Retinopathy
Diabetic retinopathy (DR) is the leading cause of visual impairment and blindness among working-age people. Inflammation is recognized as a critical driver of the DR process. However, the main retina-specific cell type producing pro-inflammatory cytokines and its mechanism underlying DR are still unclear. Here, we used single-cell sequencing to identify microglia with metabolic pathway alterations that were the main source of IL-1β in STZ-induced DR mice. To profile the full extent of local metabolic shifts in activated microglia and to reveal the metabolic microenvironment contributing to immune mechanisms, we performed integrated metabolomics, lipidomics, and RNA profiling analyses in microglia cell line samples representative of the DR microenvironment. The results showed that activated microglia with IL-1β increase exhibited a metabolic bias favoring glycolysis, purine metabolism, and triacylglycerol synthesis, but less Tricarboxylic acid (TCA). In addition, some of these especially glycolysis was necessary to facilitate their pro-inflammation. These findings suggest that activated microglia with intracellular metabolic reprogramming in retina may contribute to pro-inflammation in the early DR.
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STAR: ultrafast universal RNA-seq aligner
Alexander Dobin, Carrie Davis, Felix Schlesinger et al. · Bioinformatics · 2012 · 56.2K citations · Full text
Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text