Genetic interaction mapping with microfluidic-based single cell sequencing

Genetic interaction mapping is useful for understanding the molecular basis of cellular decision making, but elucidating interactions genome-wide is challenging due to the massive number of gene combinations that must be tested. Here, we demonstrate a simple approach to thoroughly map genetic intera...

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Published inPloS one Vol. 12; no. 2; p. e0171302
Main Authors Haliburton, John R., Shao, Wenjun, Deutschbauer, Adam, Arkin, Adam, Abate, Adam R.
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 07.02.2017
Public Library of Science (PLoS)
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Abstract Genetic interaction mapping is useful for understanding the molecular basis of cellular decision making, but elucidating interactions genome-wide is challenging due to the massive number of gene combinations that must be tested. Here, we demonstrate a simple approach to thoroughly map genetic interactions in bacteria using microfluidic-based single cell sequencing. Using single cell PCR in droplets, we link distinct genetic information into single DNA sequences that can be decoded by next generation sequencing. Our approach is scalable and theoretically enables the pooling of entire interaction libraries to interrogate multiple pairwise genetic interactions in a single culture. The speed, ease, and low-cost of our approach makes genetic interaction mapping viable for routine characterization, allowing the interaction network to be used as a universal read out for a variety of biology experiments, and for the elucidation of interaction networks in non-model organisms.
AbstractList Genetic interaction mapping is useful for understanding the molecular basis of cellular decision making, but elucidating interactions genome-wide is challenging due to the massive number of gene combinations that must be tested. Here, we demonstrate a simple approach to thoroughly map genetic interactions in bacteria using microfluidic-based single cell sequencing. Using single cell PCR in droplets, we link distinct genetic information into single DNA sequences that can be decoded by next generation sequencing. Our approach is scalable and theoretically enables the pooling of entire interaction libraries to interrogate multiple pairwise genetic interactions in a single culture. The speed, ease, and low-cost of our approach makes genetic interaction mapping viable for routine characterization, allowing the interaction network to be used as a universal read out for a variety of biology experiments, and for the elucidation of interaction networks in non-model organisms.
Genetic interaction mapping is useful for understanding the molecular basis of cellular decision making, but elucidating interactions genome-wide is challenging due to the massive number of gene combinations that must be tested. Here, we demonstrate a simple approach to thoroughly map genetic interactions in bacteria using microfluidic-based single cell sequencing. Using single cell PCR in droplets, we link distinct genetic information into single DNA sequences that can be decoded by next generation sequencing. Our approach is scalable and theoretically enables the pooling of entire interaction libraries to interrogate multiple pairwise genetic interactions in a single culture. The speed, ease, and low-cost of our approach makes genetic interaction mapping viable for routine characterization, allowing the interaction network to be used as a universal read out for a variety of biology experiments, and for the elucidation of interaction networks in non-model organisms.Genetic interaction mapping is useful for understanding the molecular basis of cellular decision making, but elucidating interactions genome-wide is challenging due to the massive number of gene combinations that must be tested. Here, we demonstrate a simple approach to thoroughly map genetic interactions in bacteria using microfluidic-based single cell sequencing. Using single cell PCR in droplets, we link distinct genetic information into single DNA sequences that can be decoded by next generation sequencing. Our approach is scalable and theoretically enables the pooling of entire interaction libraries to interrogate multiple pairwise genetic interactions in a single culture. The speed, ease, and low-cost of our approach makes genetic interaction mapping viable for routine characterization, allowing the interaction network to be used as a universal read out for a variety of biology experiments, and for the elucidation of interaction networks in non-model organisms.
Audience Academic
Author Deutschbauer, Adam
Arkin, Adam
Haliburton, John R.
Abate, Adam R.
Shao, Wenjun
AuthorAffiliation 2 Department of Bioengineering, University of California Berkeley, Berkeley, California, United States of America
3 E.O. Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
1 Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California, United States of America
Tianjin University, CHINA
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/28170417$$D View this record in MEDLINE/PubMed
https://www.osti.gov/servlets/purl/1627818$$D View this record in Osti.gov
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Cites_doi 10.1038/nmeth.1239
10.1038/nmeth.1240
10.1146/annurev-genom-082509-141730
10.1038/nature05649
10.1016/j.cell.2016.05.003
10.1038/nbt.1653
10.1126/science.1153716
10.1038/nmeth.1377
10.1093/bfgp/elu036
10.1038/ng1489
10.1016/j.cell.2011.03.020
10.1038/nmeth1098
10.1038/419343a
10.1016/j.cell.2010.11.052
10.1093/genetics/139.3.1455
10.1126/science.1091317
10.1126/science.1180823
10.1038/nrmicro3033
10.1006/meth.1999.0861
10.1371/journal.pcbi.1000065
10.1093/hmg/ddi335
10.1016/j.celrep.2015.12.060
10.1038/msb4100050
10.1534/genetics.114.161620
10.1371/journal.pone.0110504
10.1126/science.1064987
10.1371/journal.pgen.1004120
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USDOE Office of Science (SC)
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National Institutes of Health (NIH)
Conceptualization: JRH WS AD AA ARA.Data curation: JRH WS AD.Formal analysis: JRH WS AD.Funding acquisition: ARA.Investigation: JRH WS AD.Project administration: JRH WS AD.Resources: AA ARA.Software: JRH WS AD.Supervision: AD AA ARA.Validation: JRH.Writing – original draft: JRH.Writing – review & editing: JRH WS AD ARA.
Competing Interests: The authors have declared that no competing interests exist.
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References JM Peters (ref10) 2016; 165
M Costanzo (ref18) 2010; 327
AH Tong (ref14) 2002; 295
SR Collins (ref17) 2007; 446
A Baryshnikova (ref4) 2013; 14
T van Opijnen (ref26) 2009; 6
A Regev (ref1) 2002; 419
DR Appling (ref2) 1999; 19
RJ Nichols (ref7) 2011; 144
AH Tong (ref16) 2004; 303
PN Benfey (ref5) 2008; 320
A Typas (ref21) 2008; 5
G Giaever (ref23) 2014; 197
ME Cusick (ref6) 2005; 14
JR Pritchard (ref29) 2014
M Babu (ref9) 2014; 10
A Roguev (ref13) 2007; 4
JM Cheverud (ref15) 1995; 139
D Segre (ref24) 2005; 37
JR Warner (ref28) 2010; 28
A Kumar (ref20) 2016; 14
SR Collins (ref12) 2007; 446
A Ashworth (ref8) 2011; 145
T Baba (ref22) 2006; 2
RI Zeitoun (ref25) 2015
T van Opijnen (ref27) 2013; 11
EA Mordukhova (ref30) 2014; 9
G Butland (ref19) 2008; 5
P Li (ref11) 2015; 14
S Bandyopadhyay (ref3) 2008; 4
References_xml – year: 2015
  ident: ref25
  article-title: Multiplexed tracking of combinatorial genomic mutations in engineered cell populations
  publication-title: Nature biotechnology
– volume: 5
  start-page: 789
  issue: 9
  year: 2008
  ident: ref19
  article-title: eSGA: E. coli synthetic genetic array analysis
  publication-title: Nat Methods
  doi: 10.1038/nmeth.1239
– volume: 5
  start-page: 781
  issue: 9
  year: 2008
  ident: ref21
  article-title: High-throughput, quantitative analyses of genetic interactions in E. coli
  publication-title: Nat Methods
  doi: 10.1038/nmeth.1240
– volume: 14
  start-page: 111
  year: 2013
  ident: ref4
  article-title: Genetic interaction networks: toward an understanding of heritability
  publication-title: Annual review of genomics and human genetics
  doi: 10.1146/annurev-genom-082509-141730
– volume: 446
  start-page: 806
  issue: 7137
  year: 2007
  ident: ref12
  article-title: Functional dissection of protein complexes involved in yeast chromosome biology using a genetic interaction map
  publication-title: Nature
  doi: 10.1038/nature05649
– volume: 165
  start-page: 1493
  issue: 6
  year: 2016
  ident: ref10
  article-title: A Comprehensive, CRISPR-based Functional Analysis of Essential Genes in Bacteria
  publication-title: Cell
  doi: 10.1016/j.cell.2016.05.003
– volume: 28
  start-page: 856
  issue: 8
  year: 2010
  ident: ref28
  article-title: Rapid profiling of a microbial genome using mixtures of barcoded oligonucleotides
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.1653
– volume: 320
  start-page: 495
  issue: 5875
  year: 2008
  ident: ref5
  article-title: From genotype to phenotype: systems biology meets natural variation
  publication-title: Science
  doi: 10.1126/science.1153716
– volume: 6
  start-page: 767
  issue: 10
  year: 2009
  ident: ref26
  article-title: Tn-seq: high-throughput parallel sequencing for fitness and genetic interaction studies in microorganisms
  publication-title: Nature methods
  doi: 10.1038/nmeth.1377
– volume: 14
  start-page: 143
  issue: 2
  year: 2015
  ident: ref11
  article-title: An overview of SNP interactions in genome-wide association studies
  publication-title: Brief Funct Genomics
  doi: 10.1093/bfgp/elu036
– volume: 37
  start-page: 77
  issue: 1
  year: 2005
  ident: ref24
  article-title: Modular epistasis in yeast metabolism
  publication-title: Nature genetics
  doi: 10.1038/ng1489
– volume: 145
  start-page: 30
  issue: 1
  year: 2011
  ident: ref8
  article-title: Genetic interactions in cancer progression and treatment
  publication-title: Cell
  doi: 10.1016/j.cell.2011.03.020
– year: 2014
  ident: ref29
  article-title: ARTIST: high-resolution genome-wide assessment of fitness using transposon-insertion sequencing
  publication-title: ARTIST: high-resolution genome-wide assessment of fitness using transposon-insertion sequencing
– volume: 4
  start-page: 861
  issue: 10
  year: 2007
  ident: ref13
  article-title: High-throughput genetic interaction mapping in the fission yeast Schizosaccharomyces pombe
  publication-title: Nature methods
  doi: 10.1038/nmeth1098
– volume: 419
  start-page: 343
  issue: 6905
  year: 2002
  ident: ref1
  article-title: Cellular abstractions: Cells as computation
  publication-title: Nature
  doi: 10.1038/419343a
– volume: 144
  start-page: 143
  issue: 1
  year: 2011
  ident: ref7
  article-title: Phenotypic landscape of a bacterial cell
  publication-title: Cell
  doi: 10.1016/j.cell.2010.11.052
– volume: 139
  start-page: 1455
  issue: 3
  year: 1995
  ident: ref15
  article-title: Epistasis and its contribution to genetic variance components
  publication-title: Genetics
  doi: 10.1093/genetics/139.3.1455
– volume: 303
  start-page: 808
  issue: 5659
  year: 2004
  ident: ref16
  article-title: Global mapping of the yeast genetic interaction network
  publication-title: Science
  doi: 10.1126/science.1091317
– volume: 327
  start-page: 425
  issue: 5964
  year: 2010
  ident: ref18
  article-title: The genetic landscape of a cell
  publication-title: Science
  doi: 10.1126/science.1180823
– volume: 11
  start-page: 435
  issue: 7
  year: 2013
  ident: ref27
  article-title: Transposon insertion sequencing: a new tool for systems-level analysis of microorganisms
  publication-title: Nature Reviews Microbiology
  doi: 10.1038/nrmicro3033
– volume: 19
  start-page: 338
  issue: 2
  year: 1999
  ident: ref2
  article-title: Genetic approaches to the study of protein–protein interactions
  publication-title: Methods
  doi: 10.1006/meth.1999.0861
– volume: 4
  start-page: e1000065
  issue: 4
  year: 2008
  ident: ref3
  article-title: Functional maps of protein complexes from quantitative genetic interaction data
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1000065
– volume: 14
  start-page: R171
  issue: suppl 2
  year: 2005
  ident: ref6
  article-title: Interactome: gateway into systems biology
  publication-title: Human molecular genetics
  doi: 10.1093/hmg/ddi335
– volume: 14
  start-page: 648
  issue: 3
  year: 2016
  ident: ref20
  article-title: Conditional Epistatic Interaction Maps Reveal Global Functional Rewiring of Genome Integrity Pathways in Escherichia coli
  publication-title: Cell Rep
  doi: 10.1016/j.celrep.2015.12.060
– volume: 2
  issue: 1
  year: 2006
  ident: ref22
  article-title: Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants: the Keio collection
  publication-title: Molecular systems biology
  doi: 10.1038/msb4100050
– volume: 446
  start-page: 806
  issue: 7137
  year: 2007
  ident: ref17
  article-title: Functional dissection of protein complexes involved in yeast chromosome biology using a genetic interaction map
  publication-title: Nature
  doi: 10.1038/nature05649
– volume: 197
  start-page: 451
  issue: 2
  year: 2014
  ident: ref23
  article-title: The yeast deletion collection: a decade of functional genomics
  publication-title: Genetics
  doi: 10.1534/genetics.114.161620
– volume: 9
  start-page: e110504
  issue: 10
  year: 2014
  ident: ref30
  article-title: Stabilization of homoserine-O-succinyltransferase (MetA) decreases the frequency of persisters in Escherichia coli under stressful conditions
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0110504
– volume: 295
  start-page: 321
  issue: 5553
  year: 2002
  ident: ref14
  article-title: A combined experimental and computational strategy to define protein interaction networks for peptide recognition modules
  publication-title: Science
  doi: 10.1126/science.1064987
– volume: 10
  start-page: e1004120
  issue: 2
  year: 2014
  ident: ref9
  article-title: Quantitative genome-wide genetic interaction screens reveal global epistatic relationships of protein complexes in Escherichia coli
  publication-title: PLoS Genet
  doi: 10.1371/journal.pgen.1004120
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Snippet Genetic interaction mapping is useful for understanding the molecular basis of cellular decision making, but elucidating interactions genome-wide is...
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SubjectTerms Adaptation
Analysis
Bacteria
Bioengineering
Biology
Biology and Life Sciences
Cell culture
Chromosome Mapping - methods
Decision making
Deoxyribonucleic acid
DNA
DNA sequencing
E coli
Engineering and Technology
Epistasis, Genetic
Escherichia coli
Gene Library
Gene mapping
Gene sequencing
Genes
Genetic aspects
Genetic engineering
Genomes
Genomics
High-Throughput Nucleotide Sequencing - methods
Lab-On-A-Chip Devices
Laboratories
Library collections
Mapping
Medical screening
Metabolism
Methods
Microfluidics
Microorganisms
Nucleotide sequence
Proteins
Research and Analysis Methods
Saccharomyces cerevisiae
Science
Science & Technology - Other Topics
Single-Cell Analysis
Studies
Yeast
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Title Genetic interaction mapping with microfluidic-based single cell sequencing
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Volume 12
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