Multi-input CRISPR/Cas genetic circuits that interface host regulatory networks

Genetic circuits require many regulatory parts in order to implement signal processing or execute algorithms in cells. A potentially scalable approach is to use dCas9, which employs small guide RNAs (sgRNAs) to repress genetic loci via the programmability of RNA:DNA base pairing. To this end, we use dCas9 and designed sgRNAs to build transcriptional logic gates and connect them to perform computation in living cells. We constructed a set of NOT gates by designing five synthetic Escherichia coli σ70 promoters that are repressed by corresponding sgRNAs, and these interactions do not exhibit crosstalk between each other. These sgRNAs exhibit high on‐target repression (56‐ to 440‐fold) and negligible off‐target interactions (< 1.3‐fold). These gates were connected to build larger circuits, including the Boolean‐complete NOR gate and a 3‐gate circuit consisting of four layered sgRNAs. The synthetic circuits were connected to the native E. coli regulatory network by designing output sgRNAs to target an E. coli transcription factor (malT). This converts the output of a synthetic circuit to a switch in cellular phenotype (sugar utilization, chemotaxis, phage resistance).

[1]  Luke A. Gilbert,et al.  CRISPR interference (CRISPRi) for sequence-specific control of gene expression , 2013, Nature Protocols.

[2]  S Falkow,et al.  FACS-optimized mutants of the green fluorescent protein (GFP). , 1996, Gene.

[3]  G. Church,et al.  Efficient construction of sequence-specific TAL effectors for modulating mammalian transcription. , 2011, Nature biotechnology.

[4]  Christopher A. Voigt,et al.  Environmental signal integration by a modular AND gate , 2007, Molecular systems biology.

[5]  Farren J. Isaacs,et al.  Programming cells by multiplex genome engineering and accelerated evolution , 2009, Nature.

[6]  David A. Scott,et al.  Genome-wide binding of the CRISPR endonuclease Cas9 in mammalian cells , 2014, Nature Biotechnology.

[7]  M. Tatematsu,et al.  Isolation of Differentiated Squamous and Undifferentiated Spindle Carcinoma Cell Lines with Differing Metastatic Potential from a 4‐Nitroquinoline N‐Oxide‐induced Tongue Carcinoma in a F344 Rat , 2000, Japanese journal of cancer research : Gann.

[8]  Vivek K. Mutalik,et al.  Composability of regulatory sequences controlling transcription and translation in Escherichia coli , 2013, Proceedings of the National Academy of Sciences.

[9]  Adam James Waite,et al.  An improved zinc-finger nuclease architecture for highly specific genome editing , 2007, Nature Biotechnology.

[10]  N. W. Davis,et al.  The complete genome sequence of Escherichia coli K-12. , 1997, Science.

[11]  L. Marraffini,et al.  CRISPR interference: RNA-directed adaptive immunity in bacteria and archaea , 2010, Nature Reviews Genetics.

[12]  Neville E. Sanjana,et al.  Genome-Scale CRISPR-Cas9 Knockout Screening in Human Cells , 2014, Science.

[13]  Randy H. Katz,et al.  Contemporary Logic Design , 2004 .

[14]  Herbert M Sauro,et al.  Designing and engineering evolutionary robust genetic circuits , 2010, Journal of biological engineering.

[15]  Luke A. Gilbert,et al.  CRISPR-Mediated Modular RNA-Guided Regulation of Transcription in Eukaryotes , 2013, Cell.

[16]  Christopher A. Voigt,et al.  Ribozyme-based insulator parts buffer synthetic circuits from genetic context , 2012, Nature Biotechnology.

[17]  Christopher A. Voigt,et al.  Design of orthogonal genetic switches based on a crosstalk map of σs, anti-σs, and promoters , 2013, Molecular Systems Biology.

[18]  Asaf Levy,et al.  A vast collection of microbial genes that are toxic to bacteria. , 2012, Genome research.

[19]  Herbert M Sauro,et al.  Visualization of evolutionary stability dynamics and competitive fitness of Escherichia coli engineered with randomized multigene circuits. , 2013, ACS synthetic biology.

[20]  Jens Boch,et al.  Regulation of selected genome loci using de novo-engineered transcription activator-like effector (TALE)-type transcription factors , 2010, Proceedings of the National Academy of Sciences.

[21]  Yuta Sakai,et al.  Knockdown of recA gene expression by artificial small RNAs in Escherichia coli. , 2013, Biochemical and biophysical research communications.

[22]  Sarah W. Burge,et al.  Quadruplex DNA: sequence, topology and structure , 2006, Nucleic acids research.

[23]  Qian Wang,et al.  Small RNA RyhB as a potential tool used for metabolic engineering in Escherichia coli , 2012, Biotechnology Letters.

[24]  David R. Liu,et al.  High-throughput profiling of off-target DNA cleavage reveals RNA-programmed Cas9 nuclease specificity , 2013, Nature Biotechnology.

[25]  Feng Zhang,et al.  CRISPR-assisted editing of bacterial genomes , 2013, Nature Biotechnology.

[26]  J. Doudna,et al.  A Programmable Dual-RNA–Guided DNA Endonuclease in Adaptive Bacterial Immunity , 2012, Science.

[27]  David A. Scott,et al.  Double Nicking by RNA-Guided CRISPR Cas9 for Enhanced Genome Editing Specificity , 2013, Cell.

[28]  Adam P. Arkin,et al.  A versatile framework for microbial engineering using synthetic non-coding RNAs , 2014, Nature Reviews Microbiology.

[29]  Mazhar Adli,et al.  Genome-wide analysis reveals characteristics of off-target sites bound by the Cas9 endonuclease , 2014, Nature Biotechnology.

[30]  Le Cong,et al.  Multiplex Genome Engineering Using CRISPR/Cas Systems , 2013, Science.

[31]  E. Newman,et al.  Identification of Lrp-regulated genes by inverse PCR and sequencing: regulation of two mal operons of Escherichia coli by leucine-responsive regulatory protein , 1995, Journal of bacteriology.

[32]  Christopher A. Voigt,et al.  Genetic programs constructed from layered logic gates in single cells , 2012, Nature.

[33]  Jay D Keasling,et al.  BglBricks: A flexible standard for biological part assembly , 2010, Journal of biological engineering.

[34]  E. Lander,et al.  Genetic Screens in Human Cells Using the CRISPR-Cas9 System , 2013, Science.

[35]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[36]  Shiyou Zhu,et al.  High-throughput screening of a CRISPR/Cas9 library for functional genomics in human cells , 2014, Nature.

[37]  E. Papoutsakis,et al.  Design of Antisense RNA Constructs for Downregulation of the Acetone Formation Pathway of Clostridium acetobutylicum , 2003, Journal of bacteriology.

[38]  Eli J. Fine,et al.  DNA targeting specificity of RNA-guided Cas9 nucleases , 2013, Nature Biotechnology.

[39]  Yunde Zhao,et al.  Self-processing of ribozyme-flanked RNAs into guide RNAs in vitro and in vivo for CRISPR-mediated genome editing. , 2014, Journal of integrative plant biology.

[40]  G. Church,et al.  CAS9 transcriptional activators for target specificity screening and paired nickases for cooperative genome engineering , 2013, Nature Biotechnology.

[41]  M. Hofnung,et al.  On some genetic aspects of phage lambda resistance in E. coli K12. , 1972, Genetics.

[42]  David R. Liu,et al.  Fusion of catalytically inactive Cas9 to FokI nuclease improves the specificity of genome modification , 2014, Nature Biotechnology.

[43]  J. Keith Joung,et al.  High frequency off-target mutagenesis induced by CRISPR-Cas nucleases in human cells , 2013, Nature Biotechnology.

[44]  R. Weiss,et al.  CRISPR transcriptional repression devices and layered circuits in mammalian cells , 2014, Nature Methods.

[45]  Feng Zhang,et al.  Programmable repression and activation of bacterial gene expression using an engineered CRISPR-Cas system , 2013, Nucleic acids research.

[46]  Christopher A. Voigt,et al.  Robust multicellular computing using genetically encoded NOR gates and chemical ‘wires’ , 2011, Nature.

[47]  J. Keith Joung,et al.  Improving CRISPR-Cas nuclease specificity using truncated guide RNAs , 2014, Nature Biotechnology.

[48]  Prashant Mali,et al.  Orthogonal Cas9 Proteins for RNA-Guided Gene Regulation and Editing , 2013, Nature Methods.

[49]  王凱平,et al.  Clostridium acetobutylicum , 2014 .

[50]  Elo Leung,et al.  A TALE nuclease architecture for efficient genome editing , 2011, Nature Biotechnology.

[51]  Martin Fussenegger,et al.  Engineering synergy in biotechnology. , 2014, Nature chemical biology.

[52]  Y. Yokobayashi,et al.  Engineering artificial small RNAs for conditional gene silencing in Escherichia coli. , 2012, ACS synthetic biology.

[53]  W. Boos,et al.  Learning new tricks from an old dog: MalT of the Escherichia coli maltose system is part of a complex regulatory network. , 2000, Trends in genetics : TIG.

[54]  Feng Han,et al.  Artificial trans-encoded small non-coding RNAs specifically silence the selected gene expression in bacteria , 2011, Nucleic acids research.

[55]  Schuyler F. Baldwin,et al.  The Complete Genome Sequence of Escherichia coli DH10B: Insights into the Biology of a Laboratory Workhorse , 2008, Journal of bacteriology.

[56]  J. Park,et al.  Metabolic engineering of Escherichia coli using synthetic small regulatory RNAs , 2013, Nature Biotechnology.

[57]  Tanja Kortemme,et al.  Construction of a genetic multiplexer to toggle between chemosensory pathways in Escherichia coli. , 2011, Journal of molecular biology.

[58]  Luke A. Gilbert,et al.  Repurposing CRISPR as an RNA-Guided Platform for Sequence-Specific Control of Gene Expression , 2013, Cell.

[59]  Christopher A. Voigt,et al.  Characterization of 582 natural and synthetic terminators and quantification of their design constraints , 2013, Nature Methods.

[60]  Carola Engler,et al.  Golden Gate Shuffling: A One-Pot DNA Shuffling Method Based on Type IIs Restriction Enzymes , 2009, PloS one.

[61]  Gang Bao,et al.  CRISPR/Cas9 systems targeting β-globin and CCR5 genes have substantial off-target activity , 2013, Nucleic acids research.

[62]  L. Nissim,et al.  Multiplexed and programmable regulation of gene networks with an integrated RNA and CRISPR/Cas toolkit in human cells. , 2014, Molecular cell.

[63]  Martin J. Aryee,et al.  Dimeric CRISPR RNA-guided FokI nucleases for highly specific genome editing , 2014, Nature Biotechnology.

[64]  Christopher A. Voigt,et al.  Advances in genetic circuit design: novel biochemistries, deep part mining, and precision gene expression. , 2013, Current opinion in chemical biology.

[65]  R. Tsien,et al.  A monomeric red fluorescent protein , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[66]  R. Beerli,et al.  Engineering polydactyl zinc-finger transcription factors , 2002, Nature Biotechnology.

[67]  G. Storz,et al.  The OxyS regulatory RNA represses rpoS translation and binds the Hfq (HF‐I) protein , 1998, The EMBO journal.

[68]  T. Lu,et al.  Tunable and Multifunctional Eukaryotic Transcription Factors Based on CRISPR/Cas , 2013, ACS synthetic biology.

[69]  Christopher A. Voigt,et al.  Genomic Mining of Prokaryotic Repressors for Orthogonal Logic Gates , 2013, Nature chemical biology.