Simultaneous multifunctional transcriptome engineering by CRISPR RNA scaffold

Cheng LabCRISPR/Cas + TALENRepresentativeRNA Splicing + RBPsSynthetic Biology + Genome Engineering
Liu, Z., Jillette N., Robson, P., Cheng, A.W.
Nucleic Acid Research gkad547 doi: 10.1093/nar/gkad547
Publication year: 2023

RNA processing and metabolism are subjected to precise regulation in the cell to ensure integrity and functions of RNA. Though targeted RNA engineering has become feasible with the discovery and engineering of the CRISPR-Cas13 system, simultaneous modulation of different RNA processing steps remains unavailable. In addition, off-target events resulting from effectors fused with dCas13 limit its application. Here we developed a novel platform, Combinatorial RNA Engineering via Scaffold Tagged gRNA (CREST), which can simultaneously execute multiple RNA modulation functions on different RNA targets. In CREST, RNA scaffolds are appended to the 3’ end of Cas13 gRNA and their cognate RNA binding proteins are fused with enzymatic domains for manipulation. Taking RNA alternative splicing, A-to-G and C-to-U base editing as examples, we developed bifunctional and tri-functional CREST systems for simultaneously RNA manipulation. Furthermore, by fusing two split fragments of the deaminase domain of ADAR2 to dCas13 and/or PUFc respectively, we reconstituted its enzyme activity at target sites. This split design can reduce nearly 99% of off-target events otherwise induced by a full-length effector. The flexibility of the CREST framework will enrich the transcriptome engineering toolbox for the study of RNA biology.

CRISPR-mediated multiplexed live cell imaging of nonrepetitive genomic loci with one guide RNA per locus

Cheng LabCRISPR/Cas + TALENEpigeneticsImagingRepresentative
Patricia A. Clow, Menghan Du, Nathaniel Jillette, Aziz Taghbalout, Jacqueline J. Zhu & Albert W. Cheng
Nature Communications volume 13, Article number: 1871
Publication year: 2022

Three-dimensional (3D) structures of the genome are dynamic, heterogeneous and functionally important. Live cell imaging has become the leading method for chromatin dynamics tracking. However, existing CRISPR- and TALE-based genomic labeling techniques have been hampered by laborious protocols and are ineffective in labeling non-repetitive sequences. Here, we report a versatile CRISPR/Casilio-based imaging method that allows for a nonrepetitive genomic locus to be labeled using one guide RNA. We construct Casilio dual-color probes to visualize the dynamic interactions of DNA elements in single live cells in the presence or absence of the cohesin subunit RAD21. Using a three-color palette, we track the dynamic 3D locations of multiple reference points along a chromatin loop. Casilio imaging reveals intercellular heterogeneity and interallelic asynchrony in chromatin interaction dynamics, underscoring the importance of studying genome structures in 4D.

Live-cell imaging shows uneven segregation of extrachromosomal DNA elements and transcriptionally active extrachromosomal DNA hubs in cancer

Cancer + MetastasisCheng LabCRISPR/Cas + TALENImagingRepresentative
Eunhee Yi, Amit D Gujar, Molly Guthrie, Hoon Kim, Dacheng Zhao, Kevin C. Johnson, Samirkumar B Amin, Megan L Costa, Qianru Yu, Sunit Das, Nathaniel Jillette, Patricia A Clow, Albert W Cheng#, Roel GW Verhaak# (co-corresponding)
Cancer Discovery, doi: 10.1158/2159-8290.CD-21-1376
Publication year: 2021

Oncogenic extrachromosomal DNA elements (ecDNAs) play an important role in tumor evolution, but our understanding of ecDNA biology is limited. We determined the distribution of single-cell ecDNA copy number across patient tissues and cell line models and observed how cell-to-cell ecDNA frequency greatly varies. The exceptional intratumoral heterogeneity of ecDNA suggested ecDNA-specific replication and propagation mechanisms. To evaluate the transfer of ecDNA genetic material from parental to offspring cells during mitosis, we established the CRISPR-based ecTag method. EcTag leverages ecDNA-specific breakpoint sequences to tag ecDNA with fluorescent markers in living cells. Applying ecTag during mitosis revealed disjointed ecDNA inheritance patterns, enabling rapid ecDNA accumulation in individual cells. Post-mitosis, ecDNAs clustered into ecDNA hubs, and ecDNA hubs colocalized with RNA polymerase II, promoting transcription of cargo oncogenes. Our observations provide direct evidence for uneven segregation of ecDNA and shed new light on mechanisms through which ecDNAs contribute to oncogenesis.

Split Selectable Markers

Cheng LabCRISPR/Cas + TALENRepresentativeSynthetic Biology + Genome Engineering
Nathaniel Jillette, Menghan Du, Jacqueline Jufen Zhu, Peter Cardoz, Albert Wu Cheng
Nature Communications 10:4968
Publication year: 2019

Selectable markers are widely used in transgenesis and genome editing for selecting engineered cells with a desired genotype but the variety of markers is limited. Here we present split selectable markers that each allow for selection of multiple “unlinked” transgenes in the context of lentivirus-mediated transgenesis as well as CRISPR-Cas-mediated knock-ins. Split marker gene segments fused to protein splicing elements called “inteins” can be separately co-segregated with different transgenic vectors, and rejoin via protein trans-splicing to reconstitute a full-length marker protein in host cells receiving all intended vectors. Using a lentiviral system, we create and validate 2-split Hygromycin, Puromycin, Neomycin and Blasticidin resistance genes as well as mScarlet fluorescent proteins. By combining split points, we create 3- and 6-split Hygromycin resistance genes, demonstrating that higher-degree split markers can be generated by a “chaining” design. We adapt the split marker system for selecting biallelically engineered cells after CRISPR gene editing. Future engineering of split markers may allow selection of a higher number of genetic modifications in target cells.

Enhanced CRISPR-based DNA demethylation by Casilio-ME-mediated RNA-guided coupling of methylcytosine oxidation and DNA repair pathways

Cheng LabCRISPR/Cas + TALENEpigeneticsRepresentativeSynthetic Biology + Genome Engineering
Aziz Taghbalout, Menghan Du, Nathaniel Jillette, Wojciech Rosikiewicz, Abhijit Rath, Christopher D. Heinen, Sheng Li, Albert W. Cheng
Nature Communications 10:4296
Publication year: 2019

Here we develop a methylation editing toolbox, Casilio-ME, that enables not only RNA-guided methylcytosine editing by targeting TET1 to genomic sites, but also by co-delivering TET1 and protein factors that couple methylcytosine oxidation to DNA repair activities, and/or promote TET1 to achieve enhanced activation of methylation-silenced genes. Delivery of TET1 activity by Casilio-ME1 robustly alters the CpG methylation landscape of promoter regions and activates methylation-silenced genes. We augment Casilio-ME1 to simultaneously deliver the TET1-catalytic domain and GADD45A (Casilio-ME2) or NEIL2 (Casilio-ME3) to streamline removal of oxidized cytosine intermediates to enhance activation of targeted genes. Using two-in-one effectors or modular effectors, Casilio-ME2 and Casilio-ME3 remarkably boost gene activation and methylcytosine demethylation of targeted loci. We expand the toolbox to enable a stable and expression-inducible system for broader application of the Casilio-ME platforms. This work establishes a platform for editing DNA methylation to enable research investigations interrogating DNA methylomes.

Casilio: a versatile CRISPR-Cas9-Pumilio hybrid for gene regulation and genomic labeling

Cheng LabCRISPR/Cas + TALENEpigeneticsRepresentativeRNA Splicing + RBPsSynthetic Biology + Genome Engineering
Albert W Cheng*#, Nathaniel Jillette*, Phoebe Lee, Dylan Plaskon, Yasuhiro Fujiwara, Wenbo Wang, Aziz Taghbalout, Haoyi Wang*#
Cell Research 26:254–257. doi:10.1038/cr.2016.3
Publication year: 2016

Abstract

The RNA-guided DNA endonuclease system CRISPR-Cas9 has been exploited for

genome editing in various species. The nuclease-deficient mutant dCas9 protein can,

when coupled with sgRNAs, bind specific genomic loci without inducing DNA cleavage,

thus serving as a programmable DNA binding protein. To extend the utility of the dCas9

system, we have taken advantage of the ability of Pumilio PUF domains to bind specific

8-mer RNA sequences. By combining these two systems, we established the Casilio

system, which allows for specific and independent delivery of effector proteins to

specific genomic loci. We demonstrated that the Casilio system enables independent upand

down-regulation of multiple genes, as well as live-cell imaging of multiple genomic

loci simultaneously. Importantly, multiple copy of PUF binding sites can be incorporated

on sgRNA backbone, therefore allowing for local multimerization of effectors. In

addition, the PUF domain can be engineered to recognize any 8-mer RNA sequence,

therefore enabling the generation and simultaneous operation of many Casilio modules.

A website specifically for Casilio is at http://casil.io

Muscleblind-like 1 (Mbnl1) regulates pre-mRNA alternative splicing during terminal erythropoiesis

PhDEraRepresentativeRNA Splicing + RBPs
Albert W Cheng*, Jiahai Shi*, Piu Wong*, Katherine L Luo, Paula Trepman, Eric T Wang, Heejo Choi, Christopher B Burge, Harvey F Lodish
Blood 124(4):598-610
Publication year: 2014

Abstract

The scope and roles of regulated isoform gene expression during erythroid terminal development are poorly understood. We identified hundreds of differentiation-associated isoform changes during terminal erythropoiesis. Sequences surrounding cassette exons of skipped exon events are enriched for motifs bound by the Muscleblind-like (MBNL) family of splicing factors. Knockdown of Mbnl1 in cultured murine fetal liver erythroid progenitors resulted in a strong block in erythroid differentiation and disrupted the developmentally regulated exon skipping of Ndel1 mRNA, which is bound by MBNL1 and critical for erythroid terminal proliferation. These findings reveal an unanticipated scope of the alternative splicing program and the importance of Mbnl1 during erythroid terminal differentiation.

Multiplexed activation of endogenous genes by CRISPR-on, an RNA-guided transcriptional activator system

CRISPR/Cas + TALENPhDEraRepresentativeSynthetic Biology + Genome Engineering
Albert W Cheng*, Haoyi Wang*, Hui Yang, Linyu Shi, Yarden Katz, Thorold W Theunissen, Sudharshan Rangarajan, Chikdu S Shivalila, Daniel B Dadon, Rudolf Jaenisch
Cell Research (2013) 23:1163-1171
Publication year: 2013

Abstract

Technologies allowing for specific regulation of endogenous genes are valuable for the study of gene functions and have great potential in therapeutics. We created the CRISPR-on system, a two-component transcriptional activator consisting of a nuclease-dead Cas9 (dCas9) protein fused with a transcriptional activation domain and single guide RNAs (sgRNAs) with complementary sequence to gene promoters. We demonstrate that CRISPR-on can efficiently activate exogenous reporter genes in both human and mouse cells in a tunable manner. In addition, we show that robust reporter gene activation in vivo can be achieved by injecting the system components into mouse zygotes. Furthermore, we show that CRISPR-on can activate the endogenous IL1RN, SOX2, and OCT4genes. The most efficient gene activation was achieved by clusters of 3-4 sgRNAs binding to the proximal promoters, suggesting their synergistic action in gene induction. Significantly, when sgRNAs targeting multiple genes were simultaneously introduced into cells, robust multiplexed endogenous gene activation was achieved. Genome-wide expression profiling demonstrated high specificity of the system.

Single-Cell Expression Analyses during Cellular Reprogramming Reveal an Early Stochastic and a Late Hierarchic Phase.

PhDEraRepresentativeStem Cells + Reprogramming
Buganim, Y.*, Faddah D.A.*, Cheng, A.W., Itskovich, E., Markoulaki, S., Gantz, K., Klemm S.L., van Oudenaarden A., Jaenisch, R.#
Cell 150(6):1209-1222
Publication year: 2012

During cellular reprogramming, only a small fraction of cells become induced pluripotent stem cells (iPSCs). Previous analyses of gene expression during reprogramming were based on populations of cells, impeding single-cell level identification of reprogramming events. We utilized two gene expression technologies to profile 48 genes in single cells at various stages during the reprogramming process. Analysis of early stages revealed considerable variation in gene expression between cells in contrast to late stages. Expression of Esrrb, Utf1, Lin28, and Dppa2 is a better predictor for cells to progress into iPSCs than expression of the previously suggested reprogramming markers Fbxo15, Fgf4, and Oct4. Stochastic gene expression early in reprogramming is followed by a late hierarchical phase with Sox2 being the upstream factor in a gene expression hierarchy. Finally, downstream factors derived from the late phase, which do not include Oct4, Sox2, Klf4, c-Myc, and Nanog, can activate the pluripotency circuitry.

Alternatively spliced mRNA isoforms as prognostic indicators for metastatic cancer

Cancer + MetastasisPatentsPhDEraRepresentativeRNA Splicing + RBPs
Christopher Boyce BURGE, Wu Albert CHENG, John S. Condeelis, Frank B. Gertler, Maja H. OKTAY, Irina M. SHAPIRO
WO2012116248 A1
Publication year: 2012

The present invention provides a method for identifying a tumor as likely to metastasize, or likely to have metastasized, comprising obtaining a sample of the tumor and quantitating alternatively spliced mRNA isoforms of a cell motility gene, a cell adhesion gene and /or an actin cytoskeletal remodeling gene in the sample, or any specified genes or the level of RNA binding proteins compared to a predetermined non-metastasizing control.

Histone H3K27ac separates active from poised enhancers and predicts developmental state

EpigeneticsPhDEraRepresentative
Menno P Creyghton*, Albert W Cheng*, G Grant Welstead, Tristan Kooistra, Bryce W Carey, Eveline J Steine, Jacob Hanna, Michael A Lodato, Garrett M Frampton, Phillip A Sharp, Laurie A Boyer, Richard A Young, Rudolf Jaenisch
PNAS 107(50):21931–21936
Publication year: 2010

Abstract

Developmental programs are controlled by transcription factors and chromatin regulators, which maintain specific gene expression programs through epigenetic modification of the genome. These regulatory events at enhancers contribute to the specific gene expression programs that determine cell state and the potential for differentiation into new cell types. Although enhancer elements are known to be associated with certain histone modifications and transcription factors, the relationship of these modifications to gene expression and developmental state has not been clearly defined. Here we interrogate the epigenetic landscape of enhancer elements in embryonic stem cells and several adult tissues in the mouse. We find that histone H3K27ac distinguishes active enhancers from inactive/poised enhancer elements containing H3K4me1 alone. This indicates that the amount of actively used enhancers is lower than previously anticipated. Furthermore, poised enhancer networks provide clues to unrealized developmental programs. Finally, we show that enhancers are reset during nuclear reprogramming.

An EMT–Driven Alternative Splicing Program Occurs in Human Breast Cancer and Modulates Cellular Phenotype

Cancer + MetastasisPhDEraRepresentativeRNA Splicing + RBPs
Irina M. Shapiro*, Albert W. Cheng*, Nicholas C. Flytzanis, Michele Balsamo, John S. Condeelis, Maja H. Oktay, Christopher B. Burge , Frank B. Gertler
PLoS Genet 7(8): e1002218
Publication year: 2010

Abstract

Epithelial-mesenchymal transition (EMT), a mechanism important for embryonic development, plays a critical role during malignant transformation. While much is known about transcriptional regulation of EMT, alternative splicing of several genes has also been correlated with EMT progression, but the extent of splicing changes and their contributions to the morphological conversion accompanying EMT have not been investigated comprehensively. Using an established cell culture model and RNA–Seq analyses, we determined an alternative splicing signature for EMT. Genes encoding key drivers of EMT–dependent changes in cell phenotype, such as actin cytoskeleton remodeling, regulation of cell–cell junction formation, and regulation of cell migration, were enriched among EMT–associated alternatively splicing events. Our analysis suggested that most EMT–associated alternative splicing events are regulated by one or more members of the RBFOX, MBNL, CELF, hnRNP, or ESRP classes of splicing factors. The EMT alternative splicing signature was confirmed in human breast cancer cell lines, which could be classified into basal and luminal subtypes based exclusively on their EMT–associated splicing pattern. Expression of EMT–associated alternative mRNA transcripts was also observed in primary breast cancer samples, indicating that EMT–dependent splicing changes occur commonly in human tumors. The functional significance of EMT–associated alternative splicing was tested by expression of the epithelial-specific splicing factor ESRP1 or by depletion of RBFOX2 in mesenchymal cells, both of which elicited significant changes in cell morphology and motility towards an epithelial phenotype, suggesting that splicing regulation alone can drive critical aspects of EMT–associated phenotypic changes. The molecular description obtained here may aid in the development of new diagnostic and prognostic markers for analysis of breast cancer progression.