Mapping human tissues with highly multiplexed RNA in situ hybridization.
Kian KalhorChien-Ju ChenHo Suk LeeMatthew CaiMahsa NafisiRichard QueCarter R PalmerYixu YuanYida ZhangXuwen LiJinghui SongAmanda KnotenBlue B LakeJoseph P GautC Dirk KeeneEd S LeinPeter V KharchenkoJerold ChunSanjay JainJian-Bing FanKun ZhangPublished in: Nature communications (2024)
In situ transcriptomic techniques promise a holistic view of tissue organization and cell-cell interactions. There has been a surge of multiplexed RNA in situ mapping techniques but their application to human tissues has been limited due to their large size, general lower tissue quality and high autofluorescence. Here we report DART-FISH, a padlock probe-based technology capable of profiling hundreds to thousands of genes in centimeter-sized human tissue sections. We introduce an omni-cell type cytoplasmic stain that substantially improves the segmentation of cell bodies. Our enzyme-free isothermal decoding procedure allows us to image 121 genes in large sections from the human neocortex in <10 h. We successfully recapitulated the cytoarchitecture of 20 neuronal and non-neuronal subclasses. We further performed in situ mapping of 300 genes on a diseased human kidney, profiled >20 healthy and pathological cell states, and identified diseased niches enriched in transcriptionally altered epithelial cells and myofibroblasts.
Keyphrases
- single cell
- endothelial cells
- induced pluripotent stem cells
- pluripotent stem cells
- gene expression
- cell therapy
- high resolution
- deep learning
- stem cells
- rna seq
- bone marrow
- minimally invasive
- genome wide identification
- mesenchymal stem cells
- transcription factor
- artificial intelligence
- high density
- quantum dots
- big data
- fluorescent probe