Spatial transcriptomics using combinatorial fluorescence spectral and lifetime encoding, imaging and analysis

Nat Commun. 2022 Jan 10;13(1):169. doi: 10.1038/s41467-021-27798-0.

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 RNAscopeTM and 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.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • 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
  • Diagnostic Imaging / methods*
  • Fluorescent Dyes / chemistry
  • Gene Expression Profiling
  • Gene Expression Regulation
  • HEK293 Cells
  • Humans
  • Ki-67 Antigen / genetics
  • Ki-67 Antigen / metabolism
  • Melanoma / diagnostic imaging
  • Melanoma / genetics*
  • Melanoma / metabolism
  • Melanoma / pathology
  • Microscopy, Fluorescence / instrumentation
  • Microscopy, Fluorescence / methods
  • Nuclear Receptor Coactivator 3 / genetics
  • Nuclear Receptor Coactivator 3 / metabolism
  • RNA, Messenger / genetics*
  • RNA, Messenger / metabolism
  • Skin Neoplasms / diagnostic imaging
  • Skin Neoplasms / genetics*
  • Skin Neoplasms / metabolism
  • Skin Neoplasms / pathology
  • Spatial Analysis
  • TOR Serine-Threonine Kinases / genetics
  • TOR Serine-Threonine Kinases / metabolism
  • Transcriptome*

Substances

  • BRCA1 Protein
  • BRCA1 protein, human
  • Fluorescent Dyes
  • Ki-67 Antigen
  • MKI67 protein, human
  • RNA, Messenger
  • NCOA3 protein, human
  • Nuclear Receptor Coactivator 3
  • MTOR protein, human
  • TOR Serine-Threonine Kinases
  • DNA-Directed RNA Polymerases
  • POLR2A RNA polymerase, human

Associated data

  • figshare/0.6084/m9.figshare.17072390.v5