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Fluctuation localization imaging-based fluorescence in situ hybridization (fliFISH) for accurate detection and counting of RNA copies in single cells

Journal Article · · Nucleic Acids Research
DOI:https://doi.org/10.1093/nar/gkx874· OSTI ID:1422272
Quantitative gene expression analysis in intact single cells can be achieved using single molecule- based fluorescence in situ hybridization (smFISH). This approach relies on fluorescence intensity to distinguish between true signals, emitted from an RNA copy hybridized with multiple FISH sub-probes, and background noise. Thus, the precision in smFISH is often compromised by partial or nonspecific binding of sub-probes and tissue autofluorescence, limiting its accuracy. Here we provide an accurate approach for setting quantitative thresholds between true and false signals, which relies on blinking frequencies of photoswitchable dyes. This fluctuation localization imaging-based FISH (fliFISH) uses blinking frequency patterns, emitted from a transcript bound to multiple sub-probes, which are distinct from blinking patterns emitted from partial or nonspecifically bound sub-probes and autofluorescence. Using multicolor fliFISH, we identified radial gene expression patterns in mouse pancreatic islets for insulin, the transcription factor, NKX2-2, and their ratio (Nkx2-2/Ins2). These radial patterns, showing higher values in β cells at the islet core and lower values in peripheral cells, were lost in diabetic mouse islets. In summary, fliFISH provides an accurate, quantitative approach for detecting and counting true RNA copies and rejecting false signals by their distinct blinking frequency patterns, laying the foundation for reliable single-cell transcriptomics.
Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (US)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC05-76RL01830
OSTI ID:
1422272
Report Number(s):
PNNL-SA-126413; KP1704020
Journal Information:
Nucleic Acids Research, Journal Name: Nucleic Acids Research Journal Issue: 2 Vol. 46; ISSN 0305-1048
Publisher:
Oxford University Press
Country of Publication:
United States
Language:
English

References (56)

Multiplexed 3D cellular super-resolution imaging with DNA-PAINT and Exchange-PAINT journal February 2014
Single-Cell Mass Cytometry Analysis of the Human Endocrine Pancreas journal October 2016
The limits of light journal September 2010
Nanoscale imaging of RNA with expansion microscopy journal July 2016
Stochastic protein expression in individual cells at the single molecule level journal March 2006
Nature, Nurture, or Chance: Stochastic Gene Expression and Its Consequences journal October 2008
Single-molecule transcript counting of stem-cell markers in the mouse intestine journal November 2011
Highly multiplexed transcriptome imaging journal May 2015
Quantitative mRNA imaging throughout the entire Drosophila brain journal June 2017
Single-molecule mRNA detection and counting in mammalian tissue journal August 2013
Impact of islet architecture on β-cell heterogeneity, plasticity and function journal September 2016
High-throughput single-cell gene-expression profiling with multiplexed error-robust fluorescence in situ hybridization journal September 2016
Cells Respond to Distinct Nanoparticle Properties with Multiple Strategies As Revealed by Single-Cell RNA-Seq journal October 2016
Validating transcripts with probes and imaging technology journal March 2011
Single-cell systems biology by super-resolution imaging and combinatorial labeling journal June 2012
Genetic evidence that Nkx2.2 acts primarily downstream of Neurog3 in pancreatic endocrine lineage development journal January 2017
In Situ Transcription Profiling of Single Cells Reveals Spatial Organization of Cells in the Mouse Hippocampus journal October 2016
Precise Nanometer Localization Analysis for Individual Fluorescent Probes journal May 2002
Single-cell in situ RNA profiling by sequential hybridization journal March 2014
Single-Cell Gene Expression Profiling journal August 2002
Multifocus microscopy with precise color multi-phase diffractive optics applied in functional neuronal imaging journal January 2016
Gene expression profiling in single cells from the pancreatic islets of Langerhans reveals lognormal distribution of mRNA levels journal September 2005
smiFISH and FISH-quant – a flexible single RNA detection approach with super-resolution capability journal September 2016
High-performance multiplexed fluorescence in situ hybridization in culture and tissue with matrix imprinting and clearing journal November 2016
Precise Nanometer Localization Analysis for Individual Fluorescent Probes journal May 2002
Single-Molecule Kinetics and Super-Resolution Microscopy by Fluorescence Imaging of Transient Binding on DNA Origami journal November 2010
Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM) journal August 2006
Visualization of Single RNA Transcripts in Situ journal April 1998
Optical imaging of individual biomolecules in densely packed clusters journal July 2016
Quantitative mRNA Imaging Throughout the Entire Drosophila Brain posted_content December 2016
Inside single cells: quantitative analysis with advanced optics and nanomaterials journal November 2014
Imaging individual mRNA molecules using multiple singly labeled probes journal September 2008
Identification of proliferative and mature β-cells in the islets of Langerhans journal July 2016
Multiplexed Intact-Tissue Transcriptional Analysis at Cellular Resolution journal February 2016
Pancreatic β cell identity requires continual repression of non–β cell programs journal December 2016
Transcription and translation initiation frequencies of the Escherichia coli lac operon journal July 1977
Fast multicolor 3D imaging using aberration-corrected multifocus microscopy journal December 2012
Evaluation of fluorophores for optimal performance in localization-based super-resolution imaging journal November 2011
Controlling the fluorescence of ordinary oxazine dyes for single-molecule switching and superresolution microscopy journal May 2009
Optical Clearing Delivers Ultrasensitive Hyperspectral Dark-Field Imaging for Single-Cell Evaluation journal February 2016
Genetic evidence that Nkx2.2 acts primarily downstream of Neurog3 in pancreatic endocrine lineage development journal January 2017
Super-Resolution Imaging with Small Organic Fluorophores journal September 2009
Heterogeneity of the Pancreatic Beta Cell journal March 2017
Multifocus microscopy with precise color multi-phase diffractive optics applied in functional neuronal imaging collection January 2016
Super-Resolution Fluorescence Microscopy journal June 2009
Single-cell spatial reconstruction reveals global division of labour in the mammalian liver journal February 2017
Nkx2.2 Regulates β-Cell Function in the Mature Islet journal April 2007
The quest for multiplexed spatially resolved transcriptional profiling journal July 2016
Quantitative super-resolution imaging with qPAINT journal March 2016
Direct stochastic optical reconstruction microscopy with standard fluorescent probes journal June 2011
Spatially resolved, highly multiplexed RNA profiling in single cells journal April 2015
Integrated genome and transcriptome sequencing of the same cell journal January 2015
Beyond quantification: in situ analysis of transcriptome and pre-mRNA alternative splicing at the nanoscale journal November 2016
Imaging Intracellular Fluorescent Proteins at Nanometer Resolution journal September 2006
Stochastic mRNA Synthesis in Mammalian Cells journal September 2006
Human islets contain four distinct subtypes of β cells journal July 2016

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