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Pooled CRISPR interference screening enables genome-scale functional genomics study in bacteria with superior performance.

ABSTRACT: To fully exploit the microbial genome resources, a high-throughput experimental platform is needed to associate genes with phenotypes at the genome level. We present here a novel method that enables investigation of the cellular consequences of repressing individual transcripts based on the CRISPR interference (CRISPRi) pooled screening in bacteria. We identify rules for guide RNA library design to handle the unique structure of prokaryotic genomes by tiling screening and construct an E. coli genome-scale guide RNA library (~60,000 members) accordingly. We show that CRISPRi outperforms transposon sequencing, the benchmark method in the microbial functional genomics field, when similar library sizes are used or gene length is short. This tool is also effective for mapping phenotypes to non-coding RNAs (ncRNAs), as elucidated by a comprehensive tRNA-fitness map constructed here. Our results establish CRISPRi pooled screening as a powerful tool for mapping complex prokaryotic genetic networks in a precise and high-throughput manner.

SUBMITTER: Wang T

PROVIDER: S-EPMC6018678 | biostudies-literature | 2018 Jun

REPOSITORIES: biostudies-literature

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Pooled CRISPR interference screening enables genome-scale functional genomics study in bacteria with superior performance.

Wang Tianmin T Guan Changge C Guo Jiahui J Liu Bing B Wu Yinan Y Xie Zhen Z Zhang Chong C Xing Xin-Hui XH

Nature communications 20180626 1

To fully exploit the microbial genome resources, a high-throughput experimental platform is needed to associate genes with phenotypes at the genome level. We present here a novel method that enables investigation of the cellular consequences of repressing individual transcripts based on the CRISPR interference (CRISPRi) pooled screening in bacteria. We identify rules for guide RNA library design to handle the unique structure of prokaryotic genomes by tiling screening and construct an E. coli ge ...[more]

PMID: 29946130

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Project description:The overall description of the project: Epithelial-mesenchymal transition (EMT) is a fundamental cellular process frequently hijacked by cancer cells to promote tumor progression, especially metastasis formation. Molecularly, EMT is orchestrated by various molecular networks acting at different layers of gene regulation. Compared to transcriptional regulation that has been extensively studied in the context of EMT, post-transcriptional mechanisms remain relatively underexplored. Here, by taking advantage of pooled CRISPR screen, we analyzed the influence of 1547 RNA binding proteins (RBPs) on cell motility and identified multiple core P-body (PB) components as negative modulators of cancer cell migration. Further experiments demonstrated that depletion of the PB via silencing DDX6 or EDC4 could activate hallmarks of EMT thereby enhancing cell migration in vitro as well as metastasis formation in vivo. Integrative multi-omics analysis revealed that the PB could repress the translation of its target genes, including an EMT-driver gene, HMGA2. Furthermore, we demonstrated that endoplasmic reticulum (ER) stress is an intrinsic signal that can induce PB disassembly and translational derepression of HMGA2. Finally, we used mouse genetics to demonstrate that knockout of Ddx6 resulted in EMT-related defects in embryonic development. Taken together, our study has put forward a novel function of the PB as an EMT regulator in both pathological and physiological conditions. The description of the MS part: Recent studies have suggested that the PB is mainly involved in translational regulation. Therefore, we performed mass spectrometry analysis on DDX6- and EDC4-KO clones and parental cells to measure changes at the protein level upon PB perturbation. After filtering and normalization, 3,762 and 3,000 peptides corresponding to 3,721 and 2,991 proteins were identified in DDX6- and EDC4-KO cells, respectively, and their abundance was then compared to parental HCT116 cells. A good correlation between two independent gene KO clones was observed in terms of protein level changes. In total, DDX6-KO induced up- and down-regulation of 230 and 291 proteins, respectively, while EDC4-KO induced up- and down-regulation of 73 and 22 proteins, respectively. To assess whether the PB mainly contributes to the RNA degradation or translational repression of its mRNA targets in HCT116 cells, we compared the RNA level and translation efficiency changes of DDX6-bound genes with other genes upon PB loss. As a result, both DDX6 and EDC4 KO led to a lower RNA, but higher translational efficiency of DDX6-bound genes compared to other unbound genes, suggesting PBs mainly function as a translational repressor of stored mRNAs in HCT116 cells.

Dataset Information

Pooled CRISPR interference screening enables genome-scale functional genomics study in bacteria with superior performance.

Publications

Pooled CRISPR interference screening enables genome-scale functional genomics study in bacteria with superior performance.

Similar Datasets

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