Spatial transcriptomics defines injury-specific microenvironments in the adult mouse kidney and novel cellular interactions in regeneration and disease
Polonsky, M.; Gerhardt, L. M. S.; Yun, J.; Koppitch, K.; Colon, K.; Amrhein, H.; Zheng, S.; Yuan, G.-C.; Thomson, M.; Cai, L.; McMahon, A. P.
Show abstract
Kidney injury disrupts the intricate renal architecture and triggers limited regeneration, and injury-invoked inflammation and fibrosis. Deciphering molecular pathways and cellular interactions driving these processes is challenging due to the complex renal architecture. Here, we applied single cell spatial transcriptomics to examine ischemia-reperfusion injury in the mouse kidney. Spatial transcriptomics revealed injury-specific and spatially-dependent gene expression patterns in distinct cellular microenvironments within the kidney and predicted Clcf1-Crfl1 in a molecular interplay between persistently injured proximal tubule cells and neighboring fibroblasts. Immune cell types play a critical role in organ repair. Spatial analysis revealed cellular microenvironments resembling early tertiary lymphoid structures and identified associated molecular pathways. Collectively, this study supports a focus on molecular interactions in cellular microenvironments to enhance understanding of injury, repair and disease. One-Sentence Summary: Spatial transcriptomics predicted a molecular interplay amongst neighboring cell-types in the injured mammalian kidney Main Text:
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Kidney single-cell atlas reveals myeloid heterogeneity in progression and regression of kidney disease. 98%
- Wwp2 Mediates The Metabolic Reprogramming Of Renal Myofibroblasts To Promote Kidney Fibrosis 96%
- Single Cell Profiling of Acute Kidney Injury Reveals Novel Transcriptional Signatures, Mixed Identities and Epithelial-to-Stromal Crosstalk 96%
Similar papers in this journal
- Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis 95%
- Single-cell profiling of healthy human kidney reveals features of sex-based transcriptional programs and tissue-specific immunity 95%
- The chromatin landscape of healthy and injured cell types in the human kidney 94%
Similar papers in this journal
- NAD+ activates renal metabolism and protects from chronic kidney disease in a model of Alport syndrome 96%
- Distinct cell types along thick ascending limb express pathways for monovalent and divalent cation transport 95%
- Therapeutic splice modulation of COL4A5 reinstates collagen IV assembly in an organoid model of X-linked Alport syndrome 94%
Similar papers in this journal
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.