Spatial transcriptomics using combinatorial fluorescence spectral and lifetime encoding, imaging and analysis
Open Access
- 10 January 2022
- journal article
- research article
- Published by Springer Nature in Nature Communications
- Vol. 13 (1) , 1-14
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 RNAscopeTMand LGC StellarisTM. 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.Keywords
All Related Versions
Funding Information
- U.S. Department of Health & Human Services | NIH | National Cancer Institute (U54CA217378, P30CA062203)
- U.S. Department of Health & Human Services | NIH | National Cancer Institute
- U.S. Department of Health & Human Services | NIH | National Institute of Arthritis and Musculoskeletal and Skin Diseases (P30AR075047)
- U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (R21GM135493, P41GM103540)
- U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences
This publication has 62 references indexed in Scilit:
- Monocyte and macrophage differentiation: circulation inflammatory monocyte as biomarker for inflammatory diseasesBiomarker Research, 2014
- Immunohistochemical evaluation of p53 and Ki67 expression in skin epithelial tumorsIndian Journal of Dermatology, 2013
- Fluorescence lifetime imaging – techniques and applicationsJournal of Microscopy, 2012
- RNAscopeThe Journal of Molecular Diagnostics, 2012
- Enhancement of imaging depth in turbid media using a wide area detectorJournal of Biophotonics, 2011
- Design of 240,000 orthogonal 25mer DNA barcode probesProceedings of the National Academy of Sciences, 2009
- Rapid Frequency-Domain FLIM Spinning Disk Confocal Microscope: Lifetime Resolution, Image Improvement and Wavelet AnalysisJournal of Fluorescence, 2008
- The Phasor Approach to Fluorescence Lifetime Imaging AnalysisBiophysical Journal, 2008
- Preliminary Comparison of Quantity, Quality, and Microarray Performance of RNA Extracted From Formalin-fixed, Paraffin-embedded, and Unfixed Frozen Tissue SamplesJournal of Histochemistry & Cytochemistry, 2006
- Biologic and Prognostic Significance of Dermal Ki67 Expression, Mitoses, and Tumorigenicity in Thin Invasive Cutaneous MelanomaJournal of Clinical Oncology, 2005