25 results on '"Genome-wide CRISPR screen"'
Search Results
2. Genome-wide CRISPR-based screen identifies E2F transcription factor 1 as a regulator and therapeutic target of aristolochic acid-induced nephrotoxicity
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Liu, Ziqi, Gao, Huan, Li, Guoliang, Yu, Yongjiang, Cui, Mengxing, Peng, Honghao, Guan, Xinchao, Zhang, Xue, Zhang, Zhihan, Shen, Xiaoyu, Chen, Shen, Li, Daochuan, Chen, Liping, Xiao, Yongmei, Chen, Wen, Liu, Lili, and Wang, Qing
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- 2025
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3. Genome-wide CRISPR screen reveals specific role of type I interferon signaling pathway in Newcastle disease virus establishment of persistent infection
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Li, Hao, Li, Yuqing, Zhang, Tiejun, Liu, Song, Song, Cailiang, Wang, Kailu, Yan, Wenjun, Wang, Zheng, Yang, Qingcheng, Yang, Xin, and Wang, Hongning
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- 2025
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4. Analysis of single-cell CRISPR perturbations indicates that enhancers predominantly act multiplicatively
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Zhou, Jessica L., Guruvayurappan, Karthik, Toneyan, Shushan, Chen, Hsiuyi V., Chen, Aaron R., Koo, Peter, and McVicker, Graham
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- 2024
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5. Functional profiling of murine glioma models highlights targetable immune evasion phenotypes.
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Mikolajewicz, Nicholas, Tatari, Nazanin, Wei, Jiarun, Savage, Neil, Granda Farias, Adrian, Dimitrov, Vassil, Chen, David, Zador, Zsolt, Dasgupta, Kuheli, Aguilera-Uribe, Magali, Xiao, Yu-Xi, Lee, Seon Yong, Mero, Patricia, McKenna, Dillon, Venugopal, Chitra, Brown, Kevin R., Han, Hong, Singh, Sheila, and Moffat, Jason
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CYTOTOXIC T cells , *IMMUNE checkpoint inhibitors , *GENETIC testing , *GLIOBLASTOMA multiforme , *GLIOMAS , *KILLER cells - Abstract
Cancer-intrinsic immune evasion mechanisms and pleiotropy are a barrier to cancer immunotherapy. This is apparent in certain highly fatal cancers, including high-grade gliomas and glioblastomas (GBM). In this study, we evaluated two murine syngeneic glioma models (GL261 and CT2A) as preclinical models for human GBM using functional genetic screens, single-cell transcriptomics and machine learning approaches. Through CRISPR genome-wide co-culture killing screens with various immune cells (cytotoxic T cells, natural killer cells, and macrophages), we identified three key cancer-intrinsic evasion mechanisms: NFκB signaling, autophagy/endosome machinery, and chromatin remodeling. Additional fitness screens identified dependencies in murine gliomas that partially recapitulated those seen in human GBM (e.g., UFMylation). Our single-cell analyses showed that different glioma models exhibited distinct immune infiltration patterns and recapitulated key immune gene programs observed in human GBM, including hypoxia, interferon, and TNF signaling. Moreover, in vivo orthotopic tumor engraftment was associated with phenotypic shifts and changes in proliferative capacity, with murine tumors recapitulating the intratumoral heterogeneity observed in human GBM, exhibiting propensities for developmental- and mesenchymal-like phenotypes. Notably, we observed common transcription factors and cofactors shared with human GBM, including developmental (Nfia and Tcf4), mesenchymal (Prrx1 and Wwtr1), as well as cycling-associated genes (Bub3, Cenpa, Bard1, Brca1, and Mis18bp1). Perturbation of these genes led to reciprocal phenotypic shifts suggesting intrinsic feedback mechanisms that balance in vivo cellular states. Finally, we used a machine-learning approach to identify two distinct immune evasion gene programs, one of which represents a clinically-relevant phenotype and delineates a subpopulation of stem-like glioma cells that predict response to immune checkpoint inhibition in human patients. This comprehensive characterization helps bridge the gap between murine glioma models and human GBM, providing valuable insights for future therapeutic development. [ABSTRACT FROM AUTHOR]
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- 2024
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6. A genome-wide CRISPR screen identified host genes essential for intracellular Brucella survival
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Heling Xu, Jingjing Lu, Fang Huang, Qi Zhang, Shuang Liu, Zeliang Chen, and Shanhu Li
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Brucella ,genome-wide CRISPR screen ,host-pathogen interaction ,intracellular bacteria ,Microbiology ,QR1-502 - Abstract
ABSTRACTBrucella is a zoonotic intracellular bacterium that poses threats to human health and economic security. Intracellular infection is a hallmark of the agent Brucella and a primary cause of distress, through which the bacterium regulates the host intracellular environment to promote its own colonization and replication, evading host immunity and pharmaceutical killing. Current studies of Brucella intracellular processes are typically premised on bacterial phenotype such as intracellular bacterial survival, followed by biochemical or molecular biological approaches to reveal detailed mechanisms. While such processes can deepen the understanding of Brucella-host interaction, the insights into host alterations in infection would be easily restricted to known pathways. In the current study, we applied CRISPR Cas9 screen to identify host genes that are most affected by Brucella infection on cell viability at the genomic level. As a result of CRISPR screening, we firstly identified that knockout of the negatively selected genes GOLGA6L6, DEFB103B, OR4F29, and ERCC6 attenuate the viability of both the host cells and intracellular Brucella, suggesting these genes to be potential therapeutic targets for Brucella control. In particular, knockout of DEFB103B diminished Brucella intracellular survival by altering host cell autophagy. Conversely, knockout of positive screening genes promoted intracellular proliferation of Brucella. In summary, we screened host genes at the genomic level throughout Brucella infection, identified host genes that are previously not recognized to be involved in Brucella infection, and provided targets for intracellular infection control.IMPORTANCEBrucella is a Gram-negative bacterium that infects common mammals causing arthritis, myalgia, neuritis, orchitis, or miscarriage and is difficult to cure with antibiotics due to its intracellular parasitism. Therefore, unraveling the mechanism of Brucella-host interactions will help controlling Brucella infections. CRISPR-Cas9 is a gene editing technology that directs knockout of individual target genes by guided RNA, from which genome-wide gene-knockout cell libraries can be constructed. Upon infection with Brucella, the cell library would show differences in viability as a result of the knockout and specific genes could be revealed by genomic DNA sequencing. As a result, genes affecting cell viability during Brucella infection were identified. Further testing of gene function may reveal the mechanisms of Brucella-host interactions, thereby contributing to clinical therapy.
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- 2024
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7. A genome‐wide CRISPR screen identifies USP1 as a novel regulator of the mammalian circadian clock.
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Hu, Ying, Li, Xin, Zhang, Jing, Liu, Dengfeng, Lu, Renbin, and Li, Jia‐Da
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The circadian clock is generated by a molecular timekeeping mechanism coordinating daily oscillations of physiology and behaviors in mammals. In the mammalian circadian clockwork, basic helix–loop–helix ARNT‐like protein 1 (BMAL1) is a core circadian component whose defects lead to circadian disruption and elicit behavioral arrhythmicity. To identify previously unknown regulators for circadian clocks, we searched for genes influencing BMAL1 protein level by using a CRISPR/Cas9‐based genome‐wide knockout library. As a result, we found that the deubiquitinase ubiquitin carboxyl‐terminal hydrolase 1 (USP1) positively affects BMAL1 protein abundance. Overexpression of wild‐type USP1, but not a deubiquitinase‐inactive mutant USP1, upregulated BMAL1 protein level, whereas genetic ablation of USP1 downregulated BMAL1 protein level in U2OS cells. Furthermore, treatment with USP1 inhibitors led to significant downregulation of BMAL1 protein in U2OS cells as well as mouse tissues. Subsequently, genetic ablation or pharmacological inhibition of USP1 resulted in reduced mRNA levels of a panel of clock genes and disrupted circadian rhythms in U2OS cells. Mechanistically, USP1 was able to de‐ubiquitinate BMAL1 and inhibit the proteasomal degradation of BMAL1. Interestingly, the expression of Usp1 was much higher than the other two deubiquitinases of BMAL1 (Usp2 and Usp9X) in the mouse heart, implying a tissue‐specific function of USP1 in the regulation of BMAL1 stability. Our work thus identifies deubiquitinase USP1 as a previously unknown regulator of the mammalian circadian clock and highlights the potential of genome‐wide CRISPR screens in the identification of regulators for the circadian clock. [ABSTRACT FROM AUTHOR]
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- 2024
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8. TMEM241 is a UDP-N-acetylglucosamine transporter required for M6P modification of NPC2 and cholesterol transport
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Nan Zhao, Gang Deng, Pei-Xin Yuan, Ya-Fen Zhang, Lu-Yi Jiang, Xiaolu Zhao, and Bao-Liang Song
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LDL ,lipids ,cholesterol trafficking ,lipid transfer proteins ,Golgi apparatus ,genome-wide CRISPR screen ,Biochemistry ,QD415-436 - Abstract
Accurate intracellular cholesterol traffic plays crucial roles. Niemann Pick type C (NPC) proteins NPC1 and NPC2, are two lysosomal cholesterol transporters that mediate the cholesterol exit from lysosomes. However, other proteins involved in this process remain poorly defined. Here, we find that the previously unannotated protein TMEM241 is required for cholesterol egressing from lysosomes through amphotericin B-based genome-wide CRISPR-Cas9 KO screening. Ablation of TMEM241 caused impaired sorting of NPC2, a protein utilizes the mannose-6-phosphate (M6P) modification for lysosomal targeting, resulting in cholesterol accumulation in the lysosomes. TMEM241 is a member of solute transporters 35 nucleotide sugar transporters family and localizes on the cis-Golgi network. Our data indicate that TMEM241 transports UDP-N-acetylglucosamine (UDP-GlcNAc) into Golgi lumen and UDP-GlcNAc is used for the M6P modification of proteins including NPC2. Furthermore, Tmem241-deficient mice display cholesterol accumulation in pulmonary cells and behave pulmonary injury and hypokinesia. Taken together, we demonstrate that TMEM241 is a Golgi-localized UDP-GlcNAc transporter and loss of TMEM241 causes cholesterol accumulation in lysosomes because of the impaired M6P-dependent lysosomal targeting of NPC2.
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- 2023
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9. Genome-wide CRISPR screen identified Rad18 as a determinant of doxorubicin sensitivity in osteosarcoma
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Mingrui Du, Jintao Gu, Chenlin Liu, Nannan Liu, Zhe Yu, Chengpei Zhou, Wei Heng, Zhengcong Cao, Feilong Wei, Kailong Zhu, Yingwen Wang, Wei Zhang, Xiaochang Xue, Yong Zhang, and Jixian Qian
- Subjects
Genome-wide CRISPR screen ,Rad18 ,Osteosarcoma ,RGD-exosome ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Osteosarcoma (OS) is a malignant bone tumor mostly occurring in children and adolescents, while chemotherapy resistance often develops and the mechanisms involved remain challenging to be fully investigated. Methods Genome-wide CRISPR screening combined with transcriptomic sequencing were used to identify the critical genes of doxorubicin resistance. Analysis of clinical samples and datasets, and in vitro and in vivo experiments (including CCK-8, apoptosis, western blot, qRT-PCR and mouse models) were applied to confirm the function of these genes. The bioinformatics and IP-MS assays were utilized to further verify the downstream pathway. RGD peptide-directed and exosome-delivered siRNA were developed for the novel therapy strategy. Results We identified that E3 ubiquitin-protein ligase Rad18 (Rad18) contributed to doxorubicin-resistance in OS. Further exploration revealed that Rad18 interact with meiotic recombination 11 (MRE11) to promote the formation of the MRE11-RAD50-NBS1 (MRN) complex, facilitating the activation of the homologous recombination (HR) pathway, which ultimately mediated DNA damage tolerance and leaded to a poor prognosis and chemotherapy response in patients with OS. Rad18-knockout effectively restored the chemotherapy response in vitro and in vivo. Also, RGD-exosome loading chemically modified siRad18 combined with doxorubicin, where exosome and chemical modification guaranteed the stability of siRad18 and the RGD peptide provided prominent targetability, had significantly improved antitumor activity of doxorubicin. Conclusions Collectively, our study identifies Rad18 as a driver of OS doxorubicin resistance that promotes the HR pathway and indicates that targeting Rad18 is an effective approach to overcome chemotherapy resistance in OS.
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- 2022
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10. A Genome-wide CRISPR Screen in Toxoplasma Identifies Essential Apicomplexan Genes
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Sidik, Saima M, Huet, Diego, Ganesan, Suresh M, Huynh, My-Hang, Wang, Tim, Nasamu, Armiyaw S, Thiru, Prathapan, Saeij, Jeroen PJ, Carruthers, Vern B, Niles, Jacquin C, and Lourido, Sebastian
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Medical Microbiology ,Biomedical and Clinical Sciences ,Clinical Sciences ,Biological Sciences ,Infectious Diseases ,Malaria ,Vector-Borne Diseases ,Genetics ,Human Genome ,Emerging Infectious Diseases ,Biodefense ,Biotechnology ,Rare Diseases ,Foodborne Illness ,2.1 Biological and endogenous factors ,2.2 Factors relating to the physical environment ,Infection ,Good Health and Well Being ,Apicomplexa ,Cells ,Cultured ,Claudins ,Clustered Regularly Interspaced Short Palindromic Repeats ,Fibroblasts ,Genome ,Protozoan ,Genome-Wide Association Study ,Host-Parasite Interactions ,Humans ,Malaria ,Falciparum ,Plasmodium falciparum ,Protozoan Proteins ,Toxoplasma ,Toxoplasmosis ,Apicomplexan parasites ,eukaryotic pathogen ,genome-wide CRISPR screen ,host-cell invasion ,host-pathogen interactions ,malaria ,toxoplasmosis ,Medical and Health Sciences ,Developmental Biology ,Biological sciences ,Biomedical and clinical sciences - Abstract
Apicomplexan parasites are leading causes of human and livestock diseases such as malaria and toxoplasmosis, yet most of their genes remain uncharacterized. Here, we present the first genome-wide genetic screen of an apicomplexan. We adapted CRISPR/Cas9 to assess the contribution of each gene from the parasite Toxoplasma gondii during infection of human fibroblasts. Our analysis defines ∼200 previously uncharacterized, fitness-conferring genes unique to the phylum, from which 16 were investigated, revealing essential functions during infection of human cells. Secondary screens identify as an invasion factor the claudin-like apicomplexan microneme protein (CLAMP), which resembles mammalian tight-junction proteins and localizes to secretory organelles, making it critical to the initiation of infection. CLAMP is present throughout sequenced apicomplexan genomes and is essential during the asexual stages of the malaria parasite Plasmodium falciparum. These results provide broad-based functional information on T. gondii genes and will facilitate future approaches to expand the horizon of antiparasitic interventions.
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- 2016
11. Computational Discovery of Cancer Immunotherapy Targets by Intercellular CRISPR Screens.
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Yim, Soorin, Hwang, Woochang, Han, Namshik, and Lee, Doheon
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CRISPRS ,CYTOTOXIC T cells ,MEDICAL screening ,IMMUNE checkpoint inhibitors ,TRIPLE-negative breast cancer - Abstract
Cancer immunotherapy targets the interplay between immune and cancer cells. In particular, interactions between cytotoxic T lymphocytes (CTLs) and cancer cells, such as PD-1 (PDCD1) binding PD-L1 (CD274), are crucial for cancer cell clearance. However, immune checkpoint inhibitors targeting these interactions are effective only in a subset of patients, requiring the identification of novel immunotherapy targets. Genome-wide clustered regularly interspaced short palindromic repeats (CRISPR) screening in either cancer or immune cells has been employed to discover regulators of immune cell function. However, CRISPR screens in a single cell type complicate the identification of essential intercellular interactions. Further, pooled screening is associated with high noise levels. Herein, we propose intercellular CRISPR screens, a computational approach for the analysis of genome-wide CRISPR screens in every interacting cell type for the discovery of intercellular interactions as immunotherapeutic targets. We used two publicly available genome-wide CRISPR screening datasets obtained while triple-negative breast cancer (TNBC) cells and CTLs were interacting. We analyzed 4825 interactions between 1391 ligands and receptors on TNBC cells and CTLs to evaluate their effects on CTL function. Intercellular CRISPR screens discovered targets of approved drugs, a few of which were not identifiable in single datasets. To evaluate the method's performance, we used data for cytokines and costimulatory molecules as they constitute the majority of immunotherapeutic targets. Combining both CRISPR datasets improved the recall of discovering these genes relative to using single CRISPR datasets over two-fold. Our results indicate that intercellular CRISPR screens can suggest novel immunotherapy targets that are not obtained through individual CRISPR screens. The pipeline can be extended to other cancer and immune cell types to discover important intercellular interactions as potential immunotherapeutic targets. [ABSTRACT FROM AUTHOR]
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- 2022
- Full Text
- View/download PDF
12. Genome-wide CRISPR screen identified Rad18 as a determinant of doxorubicin sensitivity in osteosarcoma.
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Du, Mingrui, Gu, Jintao, Liu, Chenlin, Liu, Nannan, Yu, Zhe, Zhou, Chengpei, Heng, Wei, Cao, Zhengcong, Wei, Feilong, Zhu, Kailong, Wang, Yingwen, Zhang, Wei, Xue, Xiaochang, Zhang, Yong, and Qian, Jixian
- Subjects
DOXORUBICIN ,CRISPRS ,OSTEOSARCOMA ,ANTINEOPLASTIC agents ,PEPTIDES - Abstract
Background: Osteosarcoma (OS) is a malignant bone tumor mostly occurring in children and adolescents, while chemotherapy resistance often develops and the mechanisms involved remain challenging to be fully investigated. Methods: Genome-wide CRISPR screening combined with transcriptomic sequencing were used to identify the critical genes of doxorubicin resistance. Analysis of clinical samples and datasets, and in vitro and in vivo experiments (including CCK-8, apoptosis, western blot, qRT-PCR and mouse models) were applied to confirm the function of these genes. The bioinformatics and IP-MS assays were utilized to further verify the downstream pathway. RGD peptide-directed and exosome-delivered siRNA were developed for the novel therapy strategy. Results: We identified that E3 ubiquitin-protein ligase Rad18 (Rad18) contributed to doxorubicin-resistance in OS. Further exploration revealed that Rad18 interact with meiotic recombination 11 (MRE11) to promote the formation of the MRE11-RAD50-NBS1 (MRN) complex, facilitating the activation of the homologous recombination (HR) pathway, which ultimately mediated DNA damage tolerance and leaded to a poor prognosis and chemotherapy response in patients with OS. Rad18-knockout effectively restored the chemotherapy response in vitro and in vivo. Also, RGD-exosome loading chemically modified siRad18 combined with doxorubicin, where exosome and chemical modification guaranteed the stability of siRad18 and the RGD peptide provided prominent targetability, had significantly improved antitumor activity of doxorubicin. Conclusions: Collectively, our study identifies Rad18 as a driver of OS doxorubicin resistance that promotes the HR pathway and indicates that targeting Rad18 is an effective approach to overcome chemotherapy resistance in OS. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
13. Computational Discovery of Cancer Immunotherapy Targets by Intercellular CRISPR Screens
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Soorin Yim, Woochang Hwang, Namshik Han, and Doheon Lee
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intercellular interactions ,ligand-receptor interactions ,cell-cell communication ,target discovery ,immune checkpoint inhibitors ,genome-wide CRISPR screen ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Cancer immunotherapy targets the interplay between immune and cancer cells. In particular, interactions between cytotoxic T lymphocytes (CTLs) and cancer cells, such as PD-1 (PDCD1) binding PD-L1 (CD274), are crucial for cancer cell clearance. However, immune checkpoint inhibitors targeting these interactions are effective only in a subset of patients, requiring the identification of novel immunotherapy targets. Genome-wide clustered regularly interspaced short palindromic repeats (CRISPR) screening in either cancer or immune cells has been employed to discover regulators of immune cell function. However, CRISPR screens in a single cell type complicate the identification of essential intercellular interactions. Further, pooled screening is associated with high noise levels. Herein, we propose intercellular CRISPR screens, a computational approach for the analysis of genome-wide CRISPR screens in every interacting cell type for the discovery of intercellular interactions as immunotherapeutic targets. We used two publicly available genome-wide CRISPR screening datasets obtained while triple-negative breast cancer (TNBC) cells and CTLs were interacting. We analyzed 4825 interactions between 1391 ligands and receptors on TNBC cells and CTLs to evaluate their effects on CTL function. Intercellular CRISPR screens discovered targets of approved drugs, a few of which were not identifiable in single datasets. To evaluate the method’s performance, we used data for cytokines and costimulatory molecules as they constitute the majority of immunotherapeutic targets. Combining both CRISPR datasets improved the recall of discovering these genes relative to using single CRISPR datasets over two-fold. Our results indicate that intercellular CRISPR screens can suggest novel immunotherapy targets that are not obtained through individual CRISPR screens. The pipeline can be extended to other cancer and immune cell types to discover important intercellular interactions as potential immunotherapeutic targets.
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- 2022
- Full Text
- View/download PDF
14. VPS29 Exerts Opposing Effects on Endocytic Viral Entry
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Daniel Poston, Yiska Weisblum, Alvaro Hobbs, and Paul D. Bieniasz
- Subjects
SARS-CoV-2 ,COVID-19 ,coronavirus ,influenza virus ,ebolavirus ,genome-wide CRISPR screen ,Microbiology ,QR1-502 - Abstract
ABSTRACT Emerging zoonotic viral pathogens threaten global health, and there is an urgent need to discover host and viral determinants influencing infection. We performed a loss-of-function genome-wide CRISPR screen in a human lung cell line using HCoV-OC43, a human betacoronavirus. One candidate gene, VPS29, a component of the retromer complex, was required for infection by HCoV-OC43, SARS-CoV-2, other endemic- and pandemic-threat coronaviruses, as well as ebolavirus. Notably, we observed a heightened requirement for VPS29 by the recently described Omicron variant of SARS-CoV-2 compared to the ancestral variant. However, VPS29 deficiency had no effect on certain other viruses that enter cells via endosomes and had an opposing, enhancing effect on influenza A virus infection. Deficiency in VPS29 or other retromer components caused changes in endosome morphology and acidity and attenuated the activity of endosomal proteases. These changes in endosome properties caused incoming coronavirus, but not influenza virus particles, to become entrapped therein. Overall, these data show how host regulation of endosome characteristics can influence cellular susceptibility to viral infection and identify a host pathway that could serve as a pharmaceutical target for intervention in zoonotic viral diseases. IMPORTANCE These data identify a host pathway by which VPS29 and associated factors control the endosomal environment in a manner that influences susceptibility to viral infection. This pathway could serve as a pharmaceutical target for intervention in zoonotic viral diseases, including those caused by coronaviruses, influenza viruses, and filoviruses, all of which are pandemic threats. Our findings show how host regulation of endosome characteristics can influence viral susceptibility in both a positive and negative manner.
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- 2022
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15. Classification and functional characterization of regulators of intracellular STING trafficking identified by genome-wide optical pooled screening.
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Gentili M, Carlson RJ, Liu B, Hellier Q, Andrews J, Qin Y, Blainey PC, and Hacohen N
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- Humans, Endoplasmic Reticulum metabolism, Endoplasmic Reticulum genetics, Genome-Wide Association Study methods, Animals, Membrane Proteins genetics, Membrane Proteins metabolism, Protein Transport genetics, Golgi Apparatus metabolism, Golgi Apparatus genetics, Signal Transduction genetics
- Abstract
Stimulator of interferon genes (STING) traffics across intracellular compartments to trigger innate responses. Mutations in factors regulating this process lead to inflammatory disorders. To systematically identify factors involved in STING trafficking, we performed a genome-wide optical pooled screen (OPS). Based on the subcellular localization of STING in 45 million cells, we defined 464 clusters of gene perturbations based on their cellular phenotypes. A secondary, higher-dimensional OPS identified 73 finer clusters. We show that the loss of the gene of unknown function C19orf25, which clustered with USE1, a protein involved in Golgi-to-endoplasmic reticulum (ER) transport, enhances STING signaling. Additionally, HOPS deficiency delayed STING degradation and consequently increased signaling. Similarly, GARP/RIC1-RGP1 loss increased STING signaling by delaying STING Golgi exit. Our findings demonstrate that genome-wide genotype-phenotype maps based on high-content cell imaging outperform other screening approaches and provide a community resource for mining factors that impact STING trafficking and other cellular processes., Competing Interests: Declaration of interests P.C.B. is a consultant to or holds equity in 10x Genomics, General Automation Lab Technologies/Isolation Bio, Celsius Therapeutics, Next Gen Diagnostics, Cache DNA, Concerto Biosciences, Stately, Ramona Optics, Bifrost Biosystems, and Amber Bio. His laboratory has received research funding from Calico Life Sciences, Merck, and Genentech for work related to genetic screening. N.H. holds equity in and advises Danger Bio/Related Sciences, is on the scientific advisory board of Repertoire Immune Medicines and CytoReason, owns equity and has licensed patents to BioNtech, and receives research funding from Bristol Myers Squibb and Calico Life Sciences. The Broad Institute and MIT may seek to commercialize aspects of this work, and related applications for intellectual property have been filed., (Copyright © 2024 Elsevier Inc. All rights reserved.)
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- 2024
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16. Analysis of single-cell CRISPR perturbations indicates that enhancers act multiplicatively and provides limited evidence for epistatic-like interactions.
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Zhou J, Guruvayurappan K, Toneyan S, Chen HV, Chen AR, Koo P, and McVicker G
- Abstract
A single gene may have multiple enhancers, but how they work in concert to regulate transcription is poorly understood. To analyze enhancer interactions throughout the genome, we developed a generalized linear modeling framework, GLiMMIRS, for interrogating enhancer effects from single-cell CRISPR experiments. We applied GLiMMIRS to a published dataset and tested for interactions between 46,166 enhancer pairs and corresponding genes, including 264 'high-confidence' enhancer pairs. We found that enhancer effects combine multiplicatively but with limited evidence for further interactions. Only 31 enhancer pairs exhibited significant interactions (FDR < 0.1), of which none came from the high confidence subset and 20 were driven by outlier expression values. Additional analyses of a second CRISPR dataset and in silico enhancer perturbations with Enformer both support a multiplicative model of enhancer effects without interactions. Altogether, our results indicate that enhancer interactions are uncommon or have small effects that are difficult to detect., Competing Interests: Declaration of interests The authors declare no competing interests.
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- 2024
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17. Genome-wide CRISPR screening of chondrocyte maturation newly implicates genes in skeletal growth and height-associated GWAS loci.
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Baronas JM, Bartell E, Eliasen A, Doench JG, Yengo L, Vedantam S, Marouli E, Kronenberg HM, Hirschhorn JN, and Renthal NE
- Abstract
Alterations in the growth and maturation of chondrocytes can lead to variation in human height, including monogenic disorders of skeletal growth. We aimed to identify genes and pathways relevant to human growth by pairing human height genome-wide association studies (GWASs) with genome-wide knockout (KO) screens of growth-plate chondrocyte proliferation and maturation in vitro . We identified 145 genes that alter chondrocyte proliferation and maturation at early and/or late time points in culture, with 90% of genes validating in secondary screening. These genes are enriched in monogenic growth disorder genes and in KEGG pathways critical for skeletal growth and endochondral ossification. Further, common variants near these genes capture height heritability independent of genes computationally prioritized from GWASs. Our study emphasizes the value of functional studies in biologically relevant tissues as orthogonal datasets to refine likely causal genes from GWASs and implicates new genetic regulators of chondrocyte proliferation and maturation., Competing Interests: The authors declare no competing interests., (© 2023 The Authors.)
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- 2023
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18. SLC1A3 contributes to L‐asparaginase resistance in solid tumors
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Sun, Jianhui, Nagel, Remco, Zaal, Esther A, Ugalde, Alejandro Piñeiro, Han, Ruiqi, Proost, Natalie, Song, Ji‐Ying, Pataskar, Abhijeet, Burylo, Artur, Fu, Haigen, Poelarends, Gerrit J, van de Ven, Marieke, van Tellingen, Olaf, Berkers, Celia R, and Agami, Reuven
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- 2019
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19. Integrated multi-omics analyses identify key anti-viral host factors and pathways controlling SARS-CoV-2 infection.
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Hou J, Wei Y, Zou J, Jaffery R, Liang S, Zheng C, Chen K, Shi PY, Chen Y, Xie X, and Peng W
- Abstract
Host anti-viral factors are essential for controlling SARS-CoV-2 infection but remain largely unknown due to the biases of previous large-scale studies toward pro-viral host factors. To fill in this knowledge gap, we performed a genome-wide CRISPR dropout screen and integrated analyses of the multi-omics data of the CRISPR screen, genome-wide association studies, single-cell RNA-seq, and host-virus proteins or protein/RNA interactome. This study has uncovered many host factors that were missed by previous studies, including the components of V-ATPases, ESCRT, and N-glycosylation pathways that modulated viral entry and/or replication. The cohesin complex was also identified as a novel anti-viral pathway, suggesting an important role of three-dimensional chromatin organization in mediating host-viral interaction. Furthermore, we discovered an anti-viral regulator KLF5, a transcriptional factor involved in sphingolipid metabolism, which was up-regulated and harbored genetic variations linked to the COVID-19 patients with severe symptoms. Our results provide a resource for understanding the host anti-viral network during SARS-CoV-2 infection and may help develop new countermeasure strategies., Competing Interests: Conflict of Interest: W. Peng served as an advisor for Fresh wind biotechnologies. X. Xie and P.Y. Shi have filed a patent on the reverse genetic system and reporter SARS-CoV-2. No potential conflicts of interest were disclosed by other authors.
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- 2022
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20. SLC1A3 contributes to L-asparaginase resistance in solid tumors
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Sun, J. (Jianhui), Nagel, C.R. (Remco), Zaal, E.A. (Esther A), Ugalde, A.P. (Alejandro), Han, R. (Ruiqi), Proost, N. (Natalie), Song, J.-Y. (Ji-Ying), Pataskar, A. (Abhijeet), Burylo, A. (Artur), Fu, H. (Haigen), Poelarends, G.J. (Gerrit J), Ven, H.W.M. (Marieke) van de, Tellingen, O. (Olaf) van, Berkers, C.R. (Celia), Agami, R. (Reuven), Sun, J. (Jianhui), Nagel, C.R. (Remco), Zaal, E.A. (Esther A), Ugalde, A.P. (Alejandro), Han, R. (Ruiqi), Proost, N. (Natalie), Song, J.-Y. (Ji-Ying), Pataskar, A. (Abhijeet), Burylo, A. (Artur), Fu, H. (Haigen), Poelarends, G.J. (Gerrit J), Ven, H.W.M. (Marieke) van de, Tellingen, O. (Olaf) van, Berkers, C.R. (Celia), and Agami, R. (Reuven)
- Abstract
L-asparaginase (ASNase) serves as an effective drug for adolescent acute lymphoblastic leukemia. However, many clinical trials indicated severe ASNase toxicity in patients with solid tumors, with resistant mechanisms not well understood. Here, we took a functional genetic approach and identified SLC1A3 as a novel contributor to ASNase resistance in cancer cells. In combination with ASNase, SLC1A3 inhibition caused cell cycle arrest or apoptosis, and myriads of metabolic vulnerabilities in tricarboxylic acid (TCA) cycle, urea cycle, nucleotides biosynthesis, energy production, redox homeostasis, and lipid biosynthesis. SLC1A3 is an aspartate and glutamate transporter, mainly expressed in brain tissues, but high expression levels were also observed in some tumor types. Here, we demonstrate that ASNase stimulates aspartate and glutamate consumptions, and their refilling through SLC1A3 promotes cancer cell proliferation. Lastly, in vivo experiments indicated that SLC1A3 expression promoted tumor development and metastasis while negating the suppressive effects of ASNase by fueling aspartate, glutamate, and glutamine metabolisms despite of asparagine shortage. Altogether, our findings identify a novel role for SLC1A3 in ASNase resistance and suggest that restrictive aspartate and glutamate uptake might improve ASNa
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- 2019
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21. A Method to Map Gene Essentiality of Human Pluripotent Stem Cells by Genome-Scale CRISPR Screens with Inducible Cas9.
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Mair B, Aregger M, Tong AHY, Chan KSK, and Moffat J
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- CRISPR-Cas Systems genetics, Cell Differentiation genetics, Feeder Cells, Genes, Essential, Humans, Pluripotent Stem Cells
- Abstract
Human pluripotent stem cells (hPSCs) have the capacity for self-renewal and differentiation into most cell types and, in contrast to widely used cell lines, are karyotypically normal and non-transformed. Hence, hPSCs are considered the gold-standard system for modelling diseases, especially in the field of regenerative medicine. Despite widespread research use of hPSCs and induced pluripotent stem cells (iPSCs), the systematic understanding of pluripotency and lineage differentiation mechanisms are still incomplete. Before tackling the complexities of lineage differentiation with genetic screens, it is critical to catalogue the general genetic requirements for cell fitness and proliferation in the pluripotent state and assess their plasticity under commonly used culture conditions.We describe a method to map essential genetic determinants of hPSC fitness and pluripotency, herein defined as cell reproduction, by genome-scale loss-of-function CRISPR screens in an inducible S. pyogenes Cas9 H1 hPSC line. To address questions of context-dependent gene essentiality, we include protocols for screening hPSCs cultured on feeder cells and laminin, two commonly used growth substrates. This method establishes parameters for genome-wide screens in hPSCs, making human stem cells amenable for functional genomics approaches to facilitate investigation of hPSC biology., (© 2022. Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2022
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22. Sequential CRISPR-Based Screens Identify LITAF and CDIP1 as the Bacillus cereus Hemolysin BL Toxin Host Receptors.
- Author
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Liu, Jie, Zuo, Zehua, Sastalla, Inka, Liu, Chengyu, Jang, Ji Yong, Sekine, Yusuke, Li, Yuesheng, Pirooznia, Mehdi, Leppla, Stephen H., Finkel, Toren, and Liu, Shihui
- Abstract
Bacteria and their toxins are associated with significant human morbidity and mortality. While a few bacterial toxins are well characterized, the mechanism of action for most toxins has not been elucidated, thereby limiting therapeutic advances. One such example is the highly potent pore-forming toxin, hemolysin BL (HBL), produced by the gram-positive pathogen Bacillus cereus. However, how HBL exerts its effects and whether it requires any host factors is unknown. Here, we describe an unbiased genome-wide CRISPR-Cas9 knockout screen that identified LPS-induced TNF-α factor (LITAF) as the HBL receptor. Using LITAF-deficient cells, a second, subsequent whole-genome CRISPR-Cas9 screen identified the LITAF-like protein CDIP1 as a second, alternative receptor. We generated LITAF-deficient mice, which exhibit marked resistance to lethal HBL challenges. This work outlines and validates an approach to use iterative genome-wide CRISPR-Cas9 screens to identify the complement of host factors exploited by bacterial toxins to exert their myriad biological effects. • HBL is the major virulence factor of human pathogen Bacillus cereus • HBL is a potent pore-forming toxin that can lyse a wide range of mammalian cells • Sequential CRISPR-based screens identify LITAF and CDIP1 as the toxin receptors for HBL • Mice deficient of LITAF are highly resistant to lethal HBL challenge Bacillus cereus hemolysin BL (HBL) is a potent pore-forming-toxin, which rapidly lyses nearly all mammalian host cells. However, how HBL exerts these effects is unknown. Here, using sequential, whole-genome CRISPR-Cas9 screens, Liu et al. identify LPS-induced factor LITAF and its related protein CDIP1 as the heretofore unrecognized HBL toxin receptors. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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23. A Genome-wide CRISPR Screen in Toxoplasma Identifies Essential Apicomplexan Genes
- Author
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Jacquin C. Niles, Timothy C. Wang, Saima M. Sidik, Suresh M. Ganesan, Prathapan Thiru, Diego Huet, Armiyaw S. Nasamu, Jeroen P. J. Saeij, Vern B. Carruthers, My Hang Huynh, Sebastian Lourido, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Whitehead Institute for Biomedical Research, Ganesan, Suresh M., Nasamu, Armiyaw Sebastian, Niles, Jacquin, and Wang, Tim
- Subjects
0301 basic medicine ,genome-wide CRISPR screen ,Protozoan Proteins ,Genome ,Medical and Health Sciences ,0302 clinical medicine ,CRISPR ,host-pathogen interactions ,2.2 Factors relating to the physical environment ,2.1 Biological and endogenous factors ,Clustered Regularly Interspaced Short Palindromic Repeats ,Malaria, Falciparum ,Aetiology ,Cells, Cultured ,Genetics ,Cultured ,biology ,host-cell invasion ,Biological Sciences ,Foodborne Illness ,Infectious Diseases ,Protozoan ,Infection ,Toxoplasma ,Toxoplasmosis ,Biotechnology ,Falciparum ,Cells ,Plasmodium falciparum ,malaria ,Apicomplexan parasites ,Article ,General Biochemistry, Genetics and Molecular Biology ,Host-Parasite Interactions ,Microneme ,Apicomplexa ,Vaccine Related ,03 medical and health sciences ,eukaryotic pathogen ,Rare Diseases ,Biodefense ,parasitic diseases ,Humans ,Gene ,Cas9 ,Prevention ,Human Genome ,Fibroblasts ,biology.organism_classification ,Vector-Borne Diseases ,030104 developmental biology ,Emerging Infectious Diseases ,Good Health and Well Being ,Claudins ,Genome, Protozoan ,030217 neurology & neurosurgery ,Genetic screen ,Genome-Wide Association Study ,Developmental Biology - Abstract
Apicomplexan parasites are leading causes of human and livestock diseases such as malaria and toxoplasmosis, yet most of their genes remain uncharacterized. Here, we present the first genome-wide genetic screen of an apicomplexan. We adapted CRISPR/Cas9 to assess the contribution of each gene from the parasite Toxoplasma gondii during infection of human fibroblasts. Our analysis defines ∼200 previously uncharacterized, fitness-conferring genes unique to the phylum, from which 16 were investigated, revealing essential functions during infection of human cells. Secondary screens identify as an invasion factor the claudin-like apicomplexan microneme protein (CLAMP), which resembles mammalian tight-junction proteins and localizes to secretory organelles, making it critical to the initiation of infection. CLAMP is present throughout sequenced apicomplexan genomes and is essential during the asexual stages of the malaria parasite Plasmodium falciparum. These results provide broad-based functional information on T. gondii genes and will facilitate future approaches to expand the horizon of antiparasitic interventions. Keywords: Apicomplexan parasites; host-pathogen interactions; genome-wide CRISPR screen; eukaryotic pathogen; toxoplasmosis; malaria; host-cell invasion, National Institute of General Medical Sciences (U.S.) (Center for Integrative Synthetic Biology Grant P50GM098792), National Institutes of Health (U.S.) (National Research Service Award F31 CA189437)
- Published
- 2016
24. Essential Gene Profiles for Human Pluripotent Stem Cells Identify Uncharacterized Genes and Substrate Dependencies.
- Author
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Mair B, Tomic J, Masud SN, Tonge P, Weiss A, Usaj M, Tong AHY, Kwan JJ, Brown KR, Titus E, Atkins M, Chan KSK, Munsie L, Habsid A, Han H, Kennedy M, Cohen B, Keller G, and Moffat J
- Subjects
- Cell Differentiation, Humans, Clustered Regularly Interspaced Short Palindromic Repeats genetics, Gene Expression Regulation genetics, Genes, Essential genetics, Pluripotent Stem Cells metabolism
- Abstract
Human pluripotent stem cells (hPSCs) provide an invaluable tool for modeling diseases and hold promise for regenerative medicine. For understanding pluripotency and lineage differentiation mechanisms, a critical first step involves systematically cataloging essential genes (EGs) that are indispensable for hPSC fitness, defined as cell reproduction in this study. To map essential genetic determinants of hPSC fitness, we performed genome-scale loss-of-function screens in an inducible Cas9 H1 hPSC line cultured on feeder cells and laminin to identify EGs. Among these, we found FOXH1 and VENTX, genes that encode transcription factors previously implicated in stem cell biology, as well as an uncharacterized gene, C22orf43/DRICH1. hPSC EGs are substantially different from other human model cell lines, and EGs in hPSCs are highly context dependent with respect to different growth substrates. Our CRISPR screens establish parameters for genome-wide screens in hPSCs, which will facilitate the characterization of unappreciated genetic regulators of hPSC biology., (Copyright © 2019 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2019
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25. Genome-wide CRISPR screen identifies FAM49B as a key regulator of actin dynamics and T cell activation.
- Author
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Shang W, Jiang Y, Boettcher M, Ding K, Mollenauer M, Liu Z, Wen X, Liu C, Hao P, Zhao S, McManus MT, Wei L, Weiss A, and Wang H
- Subjects
- Actins genetics, Antigens, CD genetics, Antigens, CD immunology, Antigens, Differentiation, T-Lymphocyte genetics, Antigens, Differentiation, T-Lymphocyte immunology, CRISPR-Cas Systems, Cytoskeleton genetics, Cytoskeleton immunology, Genome-Wide Association Study, Humans, Jurkat Cells, Lectins, C-Type genetics, Lectins, C-Type immunology, Neoplasm Proteins genetics, Proto-Oncogene Proteins c-akt genetics, Proto-Oncogene Proteins c-akt immunology, T-Lymphocytes cytology, Lymphocyte Activation, Neoplasm Proteins immunology, T-Lymphocytes immunology
- Abstract
Despite decades of research, mechanisms controlling T cell activation remain only partially understood, which hampers T cell-based immune cancer therapies. Here, we performed a genome-wide CRISPR screen to search for genes that regulate T cell activation. Our screen confirmed many of the known regulators in proximal T cell receptor signaling and, importantly, also uncovered a previously uncharacterized regulator, FAM49B (family with sequence similarity 49 member B). FAM49B deficiency led to hyperactivation of Jurkat T cells following T cell receptor stimulation, as indicated by enhancement of CD69 induction, PAK phosphorylation, and actin assembly. FAM49B directly interacted with the active form of the small GTPase Rac, and genetic disruption of the FAM49B-Rac interaction compromised FAM49B function. Thus, FAM49B inhibits T cell activation by repressing Rac activity and modulating cytoskeleton reorganization., Competing Interests: The authors declare no conflict of interest.
- Published
- 2018
- Full Text
- View/download PDF
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