High Throughput Discovery

Dynamic Imaging of RNA in Living Cells by CRISPRCas13 Systems

Wed, 09/11/2019 - 00:00
Liang-Zhong Yang, Yang Wang, Si-Qi Li, Run-Wen Yao, Peng-Fei Luan, Huang Wu, Gordon G. Carmichael, and Ling-Ling Chen
Molecular Cell
Yuhao Wang
Time
12:00pm

Visualizing the location and dynamics of RNAs in live cells is key to understanding their function. Here, we identify two endonuclease-deficient, single-component programmable RNA-guided and RNA-targeting Cas13 RNases (dCas13s) that allow robust realtime imaging and tracking of RNAs in live cells, even when using single 20- to 27-nt-long guide RNAs. Compared to the aptamer-based MS2-MCP strategy, an optimized dCas13 system is user friendly, does not require genetic manipulation, and achieves comparable RNA-labeling efficiency. We demonstrate that the dCas13 system is capable of labeling NEAT1, SatIII, MUC4, and GCN4 RNAs and allows the study of paraspeckle-associated NEAT1 dynamics. Applying orthogonal dCas13 proteins or combining dCas13 and MS2-MCP allows dual-color imaging of RNAs in single cells. Further combination of dCas13 and dCas9 systems allows simultaneous visualization of genomic DNA and RNA transcripts in living cells

High Throughput Discovery
Approved
On
Rate Presentation
No votes yet

There are no comments

Please login to post comments

Optical Pooled Screens in Human Cells

Thu, 10/17/2019 - 00:00
David Feldman,1,2,10 Avtar Singh,1,10 Jonathan L. Schmid-Burgk,1 Rebecca J. Carlson,1,3 Anja Mezger,1,4, Anthony J. Garrity,1 Feng Zhang,1,5,6,7,8 and Paul C. Blainey1,5,9,11,*
Cell. 2019 Oct 17;179(3):787-799.e17. doi: 10.1016/j.cell.2019.09.016.
Olga Gulyaeva
Time
12:00pm

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.

High Throughput Discovery
Approved
On
Speaker
Rate Presentation
No votes yet

There are no comments

Please login to post comments

“The Invitrogen™ PrimeFlow™ RNA Assay is the only assay to analyze RNA and protein simultaneously in millions of cells in a single experiment, at the single-cell level, on standard flow cytometers”

Wed, 09/11/2019 - 00:00
ThermoFisher
Jeff Sun from ThermoFisher
Time
12:00pm
  • See gene expression heterogeneity at the single-cell level
  • Compare RNA and protein kinetics in the same cell
  • Detect noncoding RNA in cellular subsets
  • Evaluate viral RNA in infected cells
  • Analyze mRNA expression levels when antibody selection is limited
  • Analyze up to 4 RNA transcripts simultaneously
  • Detect microRNA (miRNA) by flow cytometry
High Throughput Discovery
Approved
On
Rate Presentation
No votes yet

There are no comments

Please login to post comments

Paper 1: Genome-wide survey of ribosome collision. Paper 2: Disome-seq reveals sequence-mediated coupling of translational pauses and protein structures. Paper 3: Transcriptome-wide sites of collided ribosomes reveal principles of translational pausing

Wed, 09/11/2019 - 00:00
Paper 1: Peixun Han, Mari Mito, Yuichi Shichino, Satoshi Hashimoto, Tsuyoshi Udagawa, Kenji Kohno, Yuichiro Mishima, Toshifumi Inada, Shintaro Iwasaki.

Paper 2: Taolan Zhao, Yanming Chen, Jia Wang, Siyu Chen, Wenfeng Qian.

Paper 3: Alaaddin Bulak Arpat, Angélica Liechti, Mara De Matos, René Dreos, Peggy Janich, David Gatfield.
bioRxiv preprint first posted online Jul. 22, 2019; doi: http://dx.doi.org/10.1101/710491. The copyright holder for this preprint (which was not peer-reviewed) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license. bioRxiv preprint first posted online Aug. 28, 2019; doi: http://dx.doi.org/10.1101/746875. The copyright holder for this preprint (which was not peer-reviewed)
Srivats Venkataramanan
Time
12:00pm

Abstract 1

In protein synthesis, ribosome movement is not always smooth and is rather often impeded for numerous reasons. Although the deceleration of the ribosome defines the fates of the mRNAs and synthesizing proteins, fundamental issues remain to be addressed, including where ribosomes pause in mRNAs, what kind of RNA/amino acid sequence causes this pause, and the physiological significance of this slowdown of protein synthesis. Here, we surveyed the positions of ribosome collisions caused by ribosome pausing in humans and zebrafish on a genome-wide level using modified ribosome profiling. The collided ribosomes, i.e., disomes, emerged at various sites: the proline-proline-lysine motif, stop codons, and the 3′ untranslated region (UTR). The number of ribosomes involved in a collision is not limited to two, but rather four to five ribosomes can form a queue of ribosomes. In particular, XBP1, a key modulator of the unfolded protein response, shows striking queues of collided ribosomes and thus acts as a substrate for ribosome-associated quality control (RQC) to avoid the accumulation of undesired proteins in the absence of stress. Our results provide an insight into the causes and consequences of ribosome slowdown by dissecting the specific architecture of ribosomes.

ABSTRACT 2

The regulation of translation elongation plays a vital role in protein folding; an adequate translational pause provides time and cellular environments for the co-translational folding of nascent peptides. However, the genomic landscape, sequence determinants, and molecular consequences of translational pausing remain mostly unknown. In this study, we performed disome-seq that sequenced mRNA fragments protected by two consecutive ribosomes – a product of severe translational pauses during which the upstream ribosome collides into the paused one. We detected severe translational pauses on ∼75% of yeast genes. These pauses were often explained by one of the three mechanisms: 1) slow ribosome releasing at stop codons, 2) slow peptide formation from proline, glycine, asparagine, and cysteine, and 3) slow leaving of polylysine from the exit tunnel of ribosomes. Notably, these amino acids also terminate the α-helical conformation. Such dual roles of amino acids establish an inborn coupling between the synthetic completion of a structural motif and a translational pause. Furthermore, paused ribosomes often recruit chaperones to assist protein folding. As a consequence, emergent protein structures during evolution should be ready to be correctly folded. Collectively, our study shows widespread translational pauses and sheds lights on a better understanding of the regulation of co-translational protein folding.

Abstract 3

Translation initiation is considered overall rate-limiting for protein biosynthesis, whereas the impact of non-uniform ribosomal elongation rates is largely unknown. Using a modified ribosome profiling protocol based on footprints from two closely packed ribosomes (disomes), we have mapped ribosomal collisions transcriptome-wide in mouse liver. We uncover that the stacking of an elongating onto a paused ribosome occurs frequently and scales with translation rate, trapping ∼10% of translating ribosomes in the disome state. A distinct class of pause sites, independent of translation rate, is indicative of deterministic pausing signals. Pause sites are associated with specific amino acids, peptide motifs, and with structural features of the nascent polypeptide, suggestive of programmed pausing as a widespread mechanism associated with protein folding. Evolutionary conservation at disome sites and experiments indicate functional relevance of translational pausing. Collectively, our disome profiling approach allows novel, unexpected insights into gene regulation occurring at the step of translation elongation.

 

High Throughput Discovery
Approved
On
Speaker
Rate Presentation
No votes yet

There are no comments

Please login to post comments

Systematic Immunotherapy Target Discovery Using Genome-Scale In Vivo CRISPR Screens in CD8 T Cells

Thu, 08/22/2019 - 00:00
Dong MB, Wang G, Chow RD, Ye L, Zhu L2, Dai X, Park JJ, Kim HR2, Errami Y, Guzman CD, Zhou X, Chen KY, Renauer PA6, Du Y2, Shen J5, Lam SZ5, Zhou JJ5, Lannin DR7, Herbst RS8, Chen S9.
Cell. 2019 Aug 22;178(5):1189-1204.e23. doi: 10.1016/j.cell.2019.07.044.
Neil Tay
Time
12:00pm

CD8 T cells play essential roles in anti-tumor immune responses. Here, we performed genome-scale CRISPR screens in CD8 T cells directly under cancer immunotherapy settings and identified regulators of tumor infiltration and degranulation. The in vivo screen robustly re-identified canonical immunotherapy targets such as PD-1 and Tim-3, along with genes that have not been characterized in T cells. The infiltration and degranulation screens converged on an RNA helicase Dhx37. Dhx37 knockout enhanced the efficacy of antigen-specific CD8 T cells against triple-negative breast cancer in vivo. Immunological characterization in mouse and human CD8 T cells revealed that DHX37 suppresses effector functions, cytokine production, and T cell activation. Transcriptomic profiling and biochemical interrogation revealed a role for DHX37 in modulating NF-κB. These data demonstrate high-throughput in vivo genetic screens for immunotherapy target discovery and establishes DHX37 as a functional regulator of CD8 T cells.

High Throughput Discovery
Approved
On
Speaker
Rate Presentation
No votes yet

There are no comments

Please login to post comments

The single-cell transcriptional landscape of mammalian organogenesis

Wed, 02/20/2019 - 00:00
Cao J, Spielmann M, Qiu X, Huang X, Ibrahim DM, Hill AJ1, Zhang F, Mundlos S, Christiansen L,Steemers FJ, Trapnell C, Shendure J.
Nature. 2019 Feb 20. doi: 10.1038/s41586-019-0969-x. [Epub ahead of print]
Anton Ogorodnikov
Time
12:00pm

 

Mammalian organogenesis is a remarkable process. Within a short timeframe, the cells of the three germ layers transform into an embryo that includes most of the major internal and external organs. Here we investigate the transcriptional dynamics of mouse organogenesis at single-cell resolution. Using single-cell combinatorial indexing, we profiled the transcriptomes of around 2 million cells derived from 61 embryos staged between 9.5 and 13.5 days of gestation, in a single experiment. The resulting 'mouse organogenesis cell atlas' (MOCA) provides a global view of developmental processes during this critical window. We use Monocle 3 to identify hundreds of cell types and 56 trajectories, many of which are detected only because of the depth of cellular coverage, and collectively define thousands of corresponding marker genes. We explore the dynamics of gene expression within cell types and trajectories over time, including focused analyses of the apical ectodermal ridge, limb mesenchyme and skeletal muscle.

High Throughput Discovery
Approved
On
Speaker
Rate Presentation
No votes yet

There are no comments

Please login to post comments

Neutrophils escort circulating tumour cells to enable cell cycle progression

Wed, 02/06/2019 - 00:00
Szczerba BM, Castro-Giner F, Vetter M3,4, Krol I, Gkountela S, Landin J, Scheidmann MC, Donato C, Scherrer R1, Singer J, Beisel C, Kurzeder C, Heinzelmann-Schwarz V, Rochlitz C, Weber WP, Beerenwinkel N, Aceto N.
Nature. 2019 Feb 6. doi: 10.1038/s41586-019-0915-y. [Epub ahead of print]
Bin Zhang
Time
12:00pm

 

A better understanding of the features that define the interaction between cancer cells and immune cells is important for the development of new cancer therapies1. However, focus is often given to interactions that occur within the primary tumour and its microenvironment, whereas the role of immune cells during cancer dissemination in patients remains largely uncharacterized2,3. Circulating tumour cells (CTCs) are precursors of metastasis in several types of cancer4-6, and are occasionally found within the bloodstream in association with non-malignant cells such as white blood cells (WBCs)7,8. The identity and function of these CTC-associated WBCs, as well as the molecular features that define the interaction between WBCs and CTCs, are unknown. Here we isolate and characterize individual CTC-associated WBCs, as well as corresponding cancer cells within each CTC-WBC cluster, from patients with breast cancer and from mouse models. We use single-cellRNA sequencing to show that in the majority of these cases, CTCs were associated with neutrophils. When comparing the transcriptome profiles of CTCs associated with neutrophils against those of CTCs alone, we detect a number of differentially expressed genes that outline cell cycle progression, leading to more efficient metastasis formation. Further, we identify cell-cell junction and cytokine-receptor pairs that define CTC-neutrophil clusters, representing key vulnerabilities of the metastatic process. Thus, the association between neutrophils and CTCs drives cell cycle progression within the bloodstream and expands the metastatic potential of CTCs, providing a rationale for targeting this interaction in treatment of breast cancer.

High Throughput Discovery
Approved
On
Speaker
Rate Presentation
No votes yet

There are no comments

Please login to post comments

Protein Barcodes Enable High-Dimensional Single-Cell CRISPR Screens

Thu, 11/01/2018 - 00:00
Wroblewska A, Dhainaut M, Ben-Zvi B, Rose SA, Park ES, Amir ED, Bektesevic A, Baccarini A, Merad M, Rahman AH, Brown BD.
Cell. 2018 Nov 1;175(4):1141-1155.e16. doi: 10.1016/j.cell.2018.09.022. Epub 2018 Oct 18.
Moritz Schlapansky
Time
12:00pm

 

CRISPR pools are being widely employed to identify gene functions. However, current technology, which utilizes DNA as barcodes, permits limited phenotyping and bulk-cell resolution. To enable novel screening capabilities, we developed a barcoding system operating at the protein level. We synthesized modules encoding triplet combinations of linear epitopes to generate >100 unique protein barcodes (Pro-Codes). Pro-Code-expressing vectors were introduced into cells and analyzed by CyTOF mass cytometry. Using just 14 antibodies, we detected 364 Pro-Code populations; establishing the largest set of protein-based reporters. By pairing each Pro-Code with a different CRISPR, we simultaneously analyzed multiple phenotypic markers, including phospho-signaling, on dozens of knockouts. Pro-Code/CRISPRscreens found two interferon-stimulated genes, the immunoproteasome component Psmb8 and a chaperone Rtp4, are important for antigen-dependent immune editing of cancer cells and identified Socs1 as a negative regulator of Pd-l1. The Pro-Code technology enables simultaneous high-dimensional protein-level phenotyping of 100s of genes with single-cell resolution.

High Throughput Discovery
Approved
On
Speaker
Rate Presentation
No votes yet

There are no comments

Please login to post comments

Genome-wide screening for functional long noncoding RNAs in human cells by Cas9 targeting of splice sites

Mon, 11/05/2018 - 00:00
Liu Y, Cao Z, Wang Y, Guo Y, Xu P, Yuan P, Liu Z, He Y, Wei W.
Nat Biotechnol. 2018 Nov 5. doi: 10.1038/nbt.4283. [Epub ahead of print]
Gabriel Eades
Time
12:00pm

 

The functions of many long noncoding RNAs (lncRNAs) in the human genome remain unknown owing to the lack of scalable loss-of-function screening tools. We previously used pairs of CRISPR-Cas9 (refs. 1, 2, 3) single guide RNAs (sgRNAs) for small-scale functional screening of lncRNAs. Here we demonstrate genome-wide screening of lncRNA function using sgRNAs to target splice sites and achieve exon skipping or intron retention. Splice-site targeting outperformed a conventional CRISPR library in a negative selection screen targeting 79 ribosomal genes. Using a genome-scale library of splicing-targeting sgRNAs, we performed a screen covering 10,996 lncRNAs and identified 230 that are essential for cellular growth of chronic myeloid leukemia K562 cells. Screening GM12878 lymphoblastoid cells and HeLa cells with the same library identified cell-type-specific differences in lncRNA essentiality. Extensive validation confirmed the robustness of our approach.

High Throughput Discovery
Approved
On
Speaker
Rate Presentation
No votes yet

There are no comments

Please login to post comments