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Spatial transcriptomics using combinatorial fluorescence spectral and lifetime encoding, imaging and analysis.
- Source :
-
Nature communications [Nat Commun] 2022 Jan 10; Vol. 13 (1), pp. 169. Date of Electronic Publication: 2022 Jan 10. - Publication Year :
- 2022
-
Abstract
- Multiplexed mRNA profiling in the spatial context provides new information enabling basic research and clinical applications. Unfortunately, existing spatial transcriptomics methods are limited due to either low multiplexing or complexity. Here, we introduce a spatialomics technology, termed Multi Omic Single-scan Assay with Integrated Combinatorial Analysis (MOSAICA), that integrates in situ labeling of mRNA and protein markers in cells or tissues with combinatorial fluorescence spectral and lifetime encoded probes, spectral and time-resolved fluorescence imaging, and machine learning-based decoding. We demonstrate MOSAICA's multiplexing scalability in detecting 10-plex targets in fixed colorectal cancer cells using combinatorial labeling of five fluorophores with facile error-detection and removal of autofluorescence. MOSAICA's analysis is strongly correlated with sequencing data (Pearson's r = 0.96) and was further benchmarked using RNAscope <superscript>TM</superscript> and LGC Stellaris <superscript>TM</superscript> . We further apply MOSAICA for multiplexed analysis of clinical melanoma Formalin-Fixed Paraffin-Embedded (FFPE) tissues. We finally demonstrate simultaneous co-detection of protein and mRNA in cancer cells.<br /> (© 2022. The Author(s).)
- Subjects :
- BRCA1 Protein genetics
BRCA1 Protein metabolism
Benchmarking
Cell Line, Tumor
Colon metabolism
Colon pathology
DNA-Directed RNA Polymerases genetics
DNA-Directed RNA Polymerases metabolism
Diagnostic Imaging instrumentation
Fluorescent Dyes chemistry
Gene Expression Profiling
Gene Expression Regulation
HEK293 Cells
Humans
Ki-67 Antigen genetics
Ki-67 Antigen metabolism
Melanoma diagnostic imaging
Melanoma metabolism
Melanoma pathology
Microscopy, Fluorescence instrumentation
Microscopy, Fluorescence methods
Nuclear Receptor Coactivator 3 genetics
Nuclear Receptor Coactivator 3 metabolism
RNA, Messenger metabolism
Skin Neoplasms diagnostic imaging
Skin Neoplasms metabolism
Skin Neoplasms pathology
Spatial Analysis
TOR Serine-Threonine Kinases genetics
TOR Serine-Threonine Kinases metabolism
Diagnostic Imaging methods
Melanoma genetics
RNA, Messenger genetics
Skin Neoplasms genetics
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 2041-1723
- Volume :
- 13
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Nature communications
- Publication Type :
- Academic Journal
- Accession number :
- 35013281
- Full Text :
- https://doi.org/10.1038/s41467-021-27798-0