bioRxivGenomicsPreprint
Obesity-instructed TREM2high macrophages identified by comparative analysis of diabetic mouse and human kidney at single cell resolution
Ayshwarya SubramanianiD, Katherine A. VernoniD, Yiming ZhouiD, Jamie L. MarshalliD, Maria Alimova, Fan ZhangiD, Michal SlyperiD, Julia WaldmaniD, Mónica S. Montesinos, Danielle Ashley DionneiD, Lan NguyễniD, Michael S. CuocoiD, Dan DubinskyiD, Jason Purnell, Keith Heller, Samuel H. Sturner, Elizabeth J. GrinkevichiD, Ayan GhoshaliD, Astrid WeinsiD, Alexandra–Chloé VillaniiD, Steven Lee ChangiD, Orit Rozenblatt–RoseniD, Jillian L. ShawiD, Aviv RegeviD, Anna GrekaiD
Abstract
Mouse models are a tool for studying the mechanisms underlying complex diseases; however, differences between species pose a significant challenge for translating findings to patients. Here, we used single-cell transcriptomics and orthogonal validation approaches to provide cross-species taxonomies, identifying shared broad cell classes and unique granular cellular states, between mouse and human kidney. We generated cell atlases of the diabetic and obese kidney using two different mouse models, a high-fat diet (HFD) model and a genetic model (BTBR ob/ob), at multiple time points along disease progression. Importantly, we identified a previously unrecognized, expanding Trem2high macrophage population in kidneys of HFD mice that matched human TREM2high macrophages in obese patients. Taken together, our cross-species comparison highlights shared immune and metabolic cell-state changes.
- organism: mouse
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: cell-cell communication
- approach: statistical model
- approach: experimental assay
- Citations
- 13
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