Optical Pooled Screens in Human Cells

Genetic screens are critical for the systematic identification of genes underlying cellular phenotypes. Pooling gene perturbations greatly improves scalability but is not compatible with imaging of complex and dynamic cellular phenotypes. Here, we introduce a pooled approach for optical genetic scre...

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Published inCell Vol. 179; no. 3; pp. 787 - 799.e17
Main Authors Feldman, David, Singh, Avtar, Schmid-Burgk, Jonathan L., Carlson, Rebecca J., Mezger, Anja, Garrity, Anthony J., Zhang, Feng, Blainey, Paul C.
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 17.10.2019
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Abstract Genetic screens are critical for the systematic identification of genes underlying cellular phenotypes. Pooling gene perturbations greatly improves scalability but is not compatible with imaging of complex and dynamic cellular phenotypes. Here, we introduce a pooled approach for optical genetic screens in mammalian cells. We use targeted in situ sequencing to demultiplex a library of genetic perturbations following image-based phenotyping. We screened a set of 952 genes across millions of cells for involvement in nuclear factor κB (NF-κB) signaling by imaging the translocation of RelA (p65) to the nucleus. Screening at a single time point across 3 cell lines recovered 15 known pathway components, while repeating the screen with live-cell imaging revealed a role for Mediator complex subunits in regulating the duration of p65 nuclear retention. These results establish a highly multiplexed approach to image-based screens of spatially and temporally defined phenotypes with pooled libraries. [Display omitted] •In situ sequencing of perturbations or barcodes enables image-based pooled screens•p65 translocation is assayed by imaging in fixed and live cell pools•Pooled live-cell screen identifies MED12 and MED24 as negative regulators of NF-κB A screening approach that combines high-content imaging with in situ sequencing can identify genes that affect spatially and temporally defined phenotypes like morphology and subcellular localization, expanding the list of scientific questions that can be asked with genetic tools.
AbstractList Genetic screens are critical for the systematic identification of genes underlying cellular phenotypes. Pooling gene perturbations greatly improves scalability, but is not compatible with imaging of complex and dynamic cellular phenotypes. Here, we introduce a pooled approach for optical genetic screens in mammalian cells. We use targeted in situ sequencing to demultiplex a library of genetic perturbations following image-based phenotyping. We screened a set of 952 genes across millions of cells for involvement in NF-κB signaling by imaging the translocation of RelA (p65) to the nucleus. Screening at a single time point across 3 cell lines recovered 15 known pathway components, while repeating the screen with live-cell imaging revealed a role for Mediator complex subunits in regulating the duration of p65 nuclear retention. These results establish a highly multiplexed approach to image-based screens of spatially and temporally defined phenotypes with pooled libraries. A screening approach that combines high-content imaging with in situ sequencing can identify genes that affect spatially and temporally defined phenotypes like morphology and subcellular localization, expanding the list of scientific questions that can be asked with CRISPR-based tools.
Genetic screens are critical for the systematic identification of genes underlying cellular phenotypes. Pooling gene perturbations greatly improves scalability but is not compatible with imaging of complex and dynamic cellular phenotypes. Here, we introduce a pooled approach for optical genetic screens in mammalian cells. We use targeted in situ sequencing to demultiplex a library of genetic perturbations following image-based phenotyping. We screened a set of 952 genes across millions of cells for involvement in nuclear factor κB (NF-κB) signaling by imaging the translocation of RelA (p65) to the nucleus. Screening at a single time point across 3 cell lines recovered 15 known pathway components, while repeating the screen with live-cell imaging revealed a role for Mediator complex subunits in regulating the duration of p65 nuclear retention. These results establish a highly multiplexed approach to image-based screens of spatially and temporally defined phenotypes with pooled libraries. [Display omitted] •In situ sequencing of perturbations or barcodes enables image-based pooled screens•p65 translocation is assayed by imaging in fixed and live cell pools•Pooled live-cell screen identifies MED12 and MED24 as negative regulators of NF-κB A screening approach that combines high-content imaging with in situ sequencing can identify genes that affect spatially and temporally defined phenotypes like morphology and subcellular localization, expanding the list of scientific questions that can be asked with genetic tools.
Genetic screens are critical for the systematic identification of genes underlying cellular phenotypes. Pooling gene perturbations greatly improves scalability but is not compatible with imaging of complex and dynamic cellular phenotypes. Here, we introduce a pooled approach for optical genetic screens in mammalian cells. We use targeted in situ sequencing to demultiplex a library of genetic perturbations following image-based phenotyping. We screened a set of 952 genes across millions of cells for involvement in nuclear factor κB (NF-κB) signaling by imaging the translocation of RelA (p65) to the nucleus. Screening at a single time point across 3 cell lines recovered 15 known pathway components, while repeating the screen with live-cell imaging revealed a role for Mediator complex subunits in regulating the duration of p65 nuclear retention. These results establish a highly multiplexed approach to image-based screens of spatially and temporally defined phenotypes with pooled libraries.
Author Feldman, David
Singh, Avtar
Blainey, Paul C.
Schmid-Burgk, Jonathan L.
Carlson, Rebecca J.
Garrity, Anthony J.
Mezger, Anja
Zhang, Feng
AuthorAffiliation 1 Broad Institute of MIT and Harvard, Cambridge, Massachusetts, 02142, USA
5 Department of Biological Engineering, MIT, Cambridge, Massachusetts, 02142, USA
10 These authors contributed equally to this work
9 Koch Institute for Integrative Cancer Research, MIT, Cambridge, Massachusetts, 02142, USA
6 McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, 02142, USA
3 Department of Health Sciences and Technology, MIT, Cambridge, Massachusetts, 02142, USA
8 Howard Hughes Medical Institute, MIT, Cambridge, Massachusetts, 02142, USA
4 Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
11 Lead contact
2 Department of Physics, MIT, Cambridge, Massachusetts, 02142, USA
7 Department of Brain and Cognitive Science, MIT, Cambridge, Massachusetts, 02142, USA
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– name: 2 Department of Physics, MIT, Cambridge, Massachusetts, 02142, USA
– name: 6 McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, 02142, USA
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  organization: Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
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Issue 3
Keywords pooled screen
CRISPR
optical pooled screen
in situ sequencing
functional genomics
high-content screening
Language English
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content type line 23
D.F. designed the approach with input from all authors. D.F., A.S., A.M., A.J.G., R.J.C. and J.S.B performed experiments. D.F. analyzed data. J.S.B and D.F. designed the NF-kB screen. P.C.B. and F.Z. supervised the research. D.F., A.S., J.S.B, and P.C.B. wrote the manuscript with contributions from all authors.
AUTHOR CONTRIBUTIONS
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  text: 2019-10-17
  day: 17
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle Cell
PublicationTitleAlternate Cell
PublicationYear 2019
Publisher Elsevier Inc
Publisher_xml – name: Elsevier Inc
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Snippet Genetic screens are critical for the systematic identification of genes underlying cellular phenotypes. Pooling gene perturbations greatly improves scalability...
Genetic screens are critical for the systematic identification of genes underlying cellular phenotypes. Pooling gene perturbations greatly improves...
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SubjectTerms Animals
Cell Line
Cell Nucleus - genetics
Cell Nucleus - metabolism
CRISPR
CRISPR-Cas Systems
functional genomics
Genetic Testing
Genomics
high-content screening
Humans
in situ sequencing
Mediator Complex - genetics
Medicin och hälsovetenskap
NF-kappa B - genetics
optical pooled screen
pooled screen
RNA, Guide, CRISPR-Cas Systems - genetics
Transcription Factor RelA - genetics
Title Optical Pooled Screens in Human Cells
URI https://dx.doi.org/10.1016/j.cell.2019.09.016
https://www.ncbi.nlm.nih.gov/pubmed/31626775
https://search.proquest.com/docview/2307126951
https://pubmed.ncbi.nlm.nih.gov/PMC6886477
http://kipublications.ki.se/Default.aspx?queryparsed=id:142117530
Volume 179
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