42 results on '"Chen Hao Chen"'
Search Results
2. Research progress on IL-6/JAK/STAT3 in the development and treatment of prostate cancer
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CHEN Hao, CHEN Tao, WU Jing
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prostate cancer ,castration-resistant prostate cancer ,interleukin-6 ,signal transducer and activator of transcription (stat3) ,Medicine - Abstract
IL-6/JAK/STAT3 is one of the most significant signaling pathways activated by IL-6.IL-6 and p-STAT3 which are highly expressed in prostate cancer (PCa) tissue and metastatic tumors So this pathway may play a role in the occurrence of prostate cancer, promotion of malignant cell proliferation, invasion and metastasis of the tumor. It may also function in the development of castration resistance and drug resistance through activation androgen receptor(AR). The multiple roles of IL-6/JAK/STAT3 and its activated downstream factors in tumor progression provide a good basis for the development of chemotherapy drugs. Currently, many targeted inhibitors have been proved to be effective in inhibiting tumor progression and more effective drugs are expected to be developed.
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- 2022
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3. Determinants of transcription factor regulatory range
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Chen-Hao Chen, Rongbin Zheng, Collin Tokheim, Xin Dong, Jingyu Fan, Changxin Wan, Qin Tang, Myles Brown, Jun S. Liu, Clifford A. Meyer, and X. Shirley Liu
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Science - Abstract
Characterization of the distance over which TF binding influences gene expression is important for inferring target genes. Here the authors study this relationship using thousands of genomic data sets, finding two classes of TFs with distinct ranges of regulatory influence modulated by chromatin states of topologically associated domains.
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- 2020
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4. CRISPR Screens Identify Essential Cell Growth Mediators in BRAF Inhibitor-resistant Melanoma
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Ziyi Li, Binbin Wang, Shengqing Gu, Peng Jiang, Avinash Sahu, Chen-Hao Chen, Tong Han, Sailing Shi, Xiaoqing Wang, Nicole Traugh, Hailing Liu, Yin Liu, Qiu Wu, Myles Brown, Tengfei Xiao, Genevieve M. Boland, and X. Shirley Liu
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Drug resistance ,CRISPR screen ,Melanoma ,BRAF inhibitor ,Gene regulation ,Biology (General) ,QH301-705.5 ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
BRAF is a serine/threonine kinase that harbors activating mutations in ∼7% of human malignancies and ∼60% of melanomas. Despite initial clinical responses to BRAF inhibitors, patients frequently develop drug resistance. To identify candidate therapeutic targets for BRAF inhibitor resistant melanoma, we conduct CRISPR screens in melanoma cells harboring an activating BRAF mutation that had also acquired resistance to BRAF inhibitors. To investigate the mechanisms and pathways enabling resistance to BRAF inhibitors in melanomas, we integrate expression, ATAC-seq, and CRISPR screen data. We identify the JUN family transcription factors and the ETS family transcription factor ETV5 as key regulators of CDK6, which together enable resistance to BRAF inhibitors in melanoma cells. Our findings reveal genes contributing to resistance to a selective BRAF inhibitor PLX4720, providing new insights into gene regulation in BRAF inhibitor resistant melanoma cells.
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- 2020
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5. Cistrome Data Browser: expanded datasets and new tools for gene regulatory analysis.
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Rongbin Zheng, Changxin Wan, Shenglin Mei, Qian Qin, Qiu Wu, Hanfei Sun, Chen-Hao Chen, Myles Brown, Xiaoyan Zhang, Clifford A. Meyer, and Xiaole Shirley Liu
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- 2019
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6. Improved design and analysis of CRISPR knockout screens.
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Chen-Hao Chen, Tengfei Xiao, Han Xu, Peng Jiang 0006, Clifford A. Meyer, Wei Li 0035, Myles Brown, and Xiaole Shirley Liu
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- 2018
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7. Chromosome segregation in Archaea: SegA– and SegB–DNA complex structures provide insights into segrosome assembly
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Irene W. Ng, Min-Guan Lin, Azhar F Kabli, Bo-Wei Chen, Daniela Barillà, Chwan-Deng Hsiao, Yo-You Shen, Che-Ting Wu, Cheng-Yi Yen, Yuh-Ju Sun, Chen-Hao Chen, and Nicholas Read
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Models, Molecular ,AcademicSubjects/SCI00010 ,Chromosomes, Archaeal ,Protein Conformation ,ATPase ,Archaeal Proteins ,ved/biology.organism_classification_rank.species ,Crystallography, X-Ray ,Genome ,Chromosome segregation ,chemistry.chemical_compound ,Adenosine Triphosphate ,Structural Biology ,Chromosome Segregation ,Genetics ,Adenosine Triphosphatases ,biology ,ved/biology ,Sulfolobus solfataricus ,Chromosome ,biology.organism_classification ,Chromatin ,Cell biology ,Adenosine Diphosphate ,DNA-Binding Proteins ,Microscopy, Electron ,Segrosome ,DNA, Archaeal ,chemistry ,Multiprotein Complexes ,Mutation ,biology.protein ,Nucleic Acid Conformation ,DNA ,Archaea ,Protein Binding - Abstract
Genome segregation is a vital process in all organisms. Chromosome partitioning remains obscure in Archaea, the third domain of life. Here, we investigated the SegAB system from Sulfolobus solfataricus. SegA is a ParA Walker-type ATPase and SegB is a site-specific DNA-binding protein. We determined the structures of both proteins and those of SegA–DNA and SegB–DNA complexes. The SegA structure revealed an atypical, novel non-sandwich dimer that binds DNA either in the presence or in the absence of ATP. The SegB structure disclosed a ribbon–helix–helix motif through which the protein binds DNA site specifically. The association of multiple interacting SegB dimers with the DNA results in a higher order chromatin-like structure. The unstructured SegB N-terminus plays an essential catalytic role in stimulating SegA ATPase activity and an architectural regulatory role in segrosome (SegA–SegB–DNA) formation. Electron microscopy results also provide a compact ring-like segrosome structure related to chromosome organization. These findings contribute a novel mechanistic perspective on archaeal chromosome segregation.
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- 2021
8. CRISPR-FOCUS: A web server for designing focused CRISPR screening experiments.
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Qingyi Cao, Jian Ma, Chen-Hao Chen, Han Xu, Zhi Chen, Wei Li, and X Shirley Liu
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Medicine ,Science - Abstract
The recently developed CRISPR screen technology, based on the CRISPR/Cas9 genome editing system, enables genome-wide interrogation of gene functions in an efficient and cost-effective manner. Although many computational algorithms and web servers have been developed to design single-guide RNAs (sgRNAs) with high specificity and efficiency, algorithms specifically designed for conducting CRISPR screens are still lacking. Here we present CRISPR-FOCUS, a web-based platform to search and prioritize sgRNAs for CRISPR screen experiments. With official gene symbols or RefSeq IDs as the only mandatory input, CRISPR-FOCUS filters and prioritizes sgRNAs based on multiple criteria, including efficiency, specificity, sequence conservation, isoform structure, as well as genomic variations including Single Nucleotide Polymorphisms and cancer somatic mutations. CRISPR-FOCUS also provides pre-defined positive and negative control sgRNAs, as well as other necessary sequences in the construct (e.g., U6 promoters to drive sgRNA transcription and RNA scaffolds of the CRISPR/Cas9). These features allow users to synthesize oligonucleotides directly based on the output of CRISPR-FOCUS. Overall, CRISPR-FOCUS provides a rational and high-throughput approach for sgRNA library design that enables users to efficiently conduct a focused screen experiment targeting up to thousands of genes. (CRISPR-FOCUS is freely available at http://cistrome.org/crispr-focus/).
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- 2017
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9. CRISPR Screens Identify Essential Cell Growth Mediators in BRAF Inhibitor-resistant Melanoma
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Hailing Liu, Tong Han, X. Shirley Liu, Genevieve M. Boland, Xiaoqing Wang, Nicole Traugh, Tengfei Xiao, Yin Liu, Sailing Shi, Myles Brown, Binbin Wang, Qiu Wu, Avinash Das Sahu, Shengqing Gu, Chen-Hao Chen, Peng Jiang, and Ziyi Li
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BRAF inhibitor ,Proto-Oncogene Proteins B-raf ,Indoles ,endocrine system diseases ,Drug resistance ,Biology ,medicine.disease_cause ,Biochemistry ,CRISPR screen ,03 medical and health sciences ,0302 clinical medicine ,Cell Line, Tumor ,Genetics ,medicine ,Humans ,CRISPR ,Clustered Regularly Interspaced Short Palindromic Repeats ,skin and connective tissue diseases ,lcsh:QH301-705.5 ,Melanoma ,Protein Kinase Inhibitors ,neoplasms ,Molecular Biology ,Transcription factor ,Loss function ,Original Research ,Cell Proliferation ,030304 developmental biology ,Regulation of gene expression ,Sulfonamides ,0303 health sciences ,Mutation ,Kinase ,medicine.disease ,digestive system diseases ,Gene regulation ,enzymes and coenzymes (carbohydrates) ,Computational Mathematics ,lcsh:Biology (General) ,Drug Resistance, Neoplasm ,Cancer research ,biology.protein ,Intercellular Signaling Peptides and Proteins ,Cyclin-dependent kinase 6 ,Signal transduction ,030217 neurology & neurosurgery - Abstract
BRAF is a serine-threonine kinase that harbors activating mutations in ∼7% of human malignancies and ∼60% of melanomas. Despite initial clinical responses to BRAF inhibitors (BRAFi), patients frequently develop drug resistance. To identify candidate therapeutic targets for BRAFi-resistant melanoma, we conducted CRISPR screens in melanoma cells harboring an activating BRAF mutation that had also acquired resistance to BRAFi. The screens identified pathways and genes critical for BRAFi resistance in melanoma cells. To investigate the mechanisms and pathways enabling resistance to BRAFi in melanomas, we integrated expression data, ATAC-seq, and CRISPR screen results. We identified the JUN family of transcription factors and the ETS family transcription factor ETV5 as key regulators of CDK6 that enabled resistance to BRAFi in melanoma cells. Our findings reveal genes whose loss of function conferred resistance to a selective BRAF inhibitor, providing new insight into signaling pathways that contribute to acquired resistance in melanoma.
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- 2020
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10. Inhibition of EZH2 transactivation function sensitizes solid tumors to genotoxic stress
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Yiji Liao, Chen-Hao Chen, Tengfei Xiao, Bárbara de la Peña Avalos, Eloise V. Dray, Changmeng Cai, Shuai Gao, Neel Shah, Zhao Zhang, Avery Feit, Pengya Xue, Zhijie Liu, Mei Yang, Ji Hoon Lee, Han Xu, Wei Li, Shenglin Mei, Roodolph S. Pierre, Shaokun Shu, Teng Fei, Melissa Duarte, Jin Zhao, James E. Bradner, Kornelia Polyak, Philip W. Kantoff, Henry Long, Steven P. Balk, X. Shirley Liu, Myles Brown, and Kexin Xu
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Hepatocyte Nuclear Factor 3-alpha ,Male ,Transcriptional Activation ,Multidisciplinary ,Medical Sciences ,DNA Repair ,macromolecular substances ,Biological Sciences ,Epigenesis, Genetic ,Gene Expression Regulation, Neoplastic ,Gene Knockout Techniques ,Prostatic Neoplasms, Castration-Resistant ,Cell Line, Tumor ,EZH2 inhibitors ,DNA damage repair ,cancer therapy ,Humans ,mechanism of drug action ,Enhancer of Zeste Homolog 2 Protein ,CRISPR-Cas Systems ,DNA Damage - Abstract
Significance We identified a group of DNA repair genes directly induced by EZH2 and repressed by EZH2 inhibitors. Expression of these genes predicts the response of wild-type EZH2-harboring solid tumors to EZH2 inhibitors. Most importantly, our findings lay the foundation for the development of a combination therapy that combines EZH2 inhibitors and DNA damaging agents or drugs that block DNA repair for the treatment of castration-resistant prostate cancer and other solid tumors., Drugs that block the activity of the methyltransferase EZH2 are in clinical development for the treatment of non-Hodgkin lymphomas harboring EZH2 gain-of-function mutations that enhance its polycomb repressive function. We have previously reported that EZH2 can act as a transcriptional activator in castration-resistant prostate cancer (CRPC). Now we show that EZH2 inhibitors can also block the transactivation activity of EZH2 and inhibit the growth of CRPC cells. Gene expression and epigenomics profiling of cells treated with EZH2 inhibitors demonstrated that in addition to derepressing gene expression, these compounds also robustly down-regulate a set of DNA damage repair (DDR) genes, especially those involved in the base excision repair (BER) pathway. Methylation of the pioneer factor FOXA1 by EZH2 contributes to the activation of these genes, and interaction with the transcriptional coactivator P300 via the transactivation domain on EZH2 directly turns on the transcription. In addition, CRISPR-Cas9–mediated knockout screens in the presence of EZH2 inhibitors identified these BER genes as the determinants that underlie the growth-inhibitory effect of EZH2 inhibitors. Interrogation of public data from diverse types of solid tumors expressing wild-type EZH2 demonstrated that expression of DDR genes is significantly correlated with EZH2 dependency and cellular sensitivity to EZH2 inhibitors. Consistent with these findings, treatment of CRPC cells with EZH2 inhibitors dramatically enhances their sensitivity to genotoxic stress. These studies reveal a previously unappreciated mechanism of action of EZH2 inhibitors and provide a mechanistic basis for potential combination cancer therapies.
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- 2022
11. Deciphering essential cistromes using genome-wide CRISPR screens
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Alexander C. Wu, Myles Brown, Jialiang Huang, Chongzhi Zang, Chen-Hao Chen, J. J. Peng, Wei Li, Teng Fei, X. Shirley Liu, and Tengfei Xiao
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Computational biology ,Biology ,Genome ,CRISPR screen ,03 medical and health sciences ,0302 clinical medicine ,Genetics ,CRISPR ,Clustered Regularly Interspaced Short Palindromic Repeats ,Enhancer ,030304 developmental biology ,0303 health sciences ,Multidisciplinary ,Cas9 ,Biological Sciences ,cistrome ,CTCF ,3. Good health ,DNA binding site ,Cistrome ,030220 oncology & carcinogenesis ,Human genome ,enhancer ,FOXA1 ,Professional Misconduct - Abstract
Significance Systematically dissecting the function of a large set of cis-regulatory elements or transcription factor binding sites (cistromes) has been technically challenging. Using genome-wide CRISPR screens, we profiled over 10,000 FOXA1 and CTCF binding sites for their roles in regulating the fitness of breast and prostate cancer cells, and accordingly developed a model to predict essentiality for cis-elements. These efforts not only reveal how the key transcription factors and their cistromes regulate cell essentiality in hormone-dependent cancers but also highlight an efficient approach to investigate the functions of noncoding regions of the genome., Although millions of transcription factor binding sites, or cistromes, have been identified across the human genome, defining which of these sites is functional in a given condition remains challenging. Using CRISPR/Cas9 knockout screens and gene essentiality or fitness as the readout, we systematically investigated the essentiality of over 10,000 FOXA1 and CTCF binding sites in breast and prostate cancer cells. We found that essential FOXA1 binding sites act as enhancers to orchestrate the expression of nearby essential genes through the binding of lineage-specific transcription factors. In contrast, CRISPR screens of the CTCF cistrome revealed 2 classes of essential binding sites. The first class of essential CTCF binding sites act like FOXA1 sites as enhancers to regulate the expression of nearby essential genes, while a second class of essential CTCF binding sites was identified at topologically associated domain (TAD) boundaries and display distinct characteristics. Using regression methods trained on our screening data and public epigenetic profiles, we developed a model to predict essential cis-elements with high accuracy. The model for FOXA1 essentiality correctly predicts noncoding variants associated with cancer risk and progression. Taken together, CRISPR screens of cis-regulatory elements can define the essential cistrome of a given factor and can inform the development of predictive models of cistrome function.
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- 2019
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12. A non-canonical EZH2 function sensitizes solid tumors to genotoxic stress
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Avery S. Feit, Teng Fei, X. Shirley Liu, Yiji Liao, Tengfei Xiao, Roodolph S. Pierre, Wei Li, Changmeng Cai, Pengya Xue, Melissa Duarte, Neel Shah, Jin Zhao, Philip W. Kantoff, Steven P. Balk, James Elliot Bradner, Han Xu, Henry W. Long, Chen-Hao Chen, Shaokun Shu, Shenglin Mei, Shuai Gao, Kexin Xu, Ji Hoon Lee, Zhijie Liu, Myles Brown, Kornelia Polyak, and Mei Yang
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Methyltransferase ,biology ,DNA repair ,EZH2 ,Gene expression ,biology.protein ,Cancer research ,macromolecular substances ,Genotoxic Stress ,PRC2 ,Gene ,Epigenomics - Abstract
SummaryDrugs that block the activity of the methyltransferase EZH2 are in clinical development for the treatment of non-Hodgkin lymphomas harboring gain-of-function EZH2 mutations that enhance its polycomb repressive function. In contrast, in castration-resistant prostate cancer (CRPC) we have previously reported that EZH2 plays a non-canonical role as a transcriptional activator. In this setting, we now show that EZH2 inhibitors can also block the non-canonical activity of EZH2 and inhibit the growth of CRPC cells. Gene expression and epigenomic profiling of cells treated with EZH2 inhibitors demonstrated that rather than de-repressing tumor suppressor genes silenced by PRC2, EZH2 inhibitors downregulate a set of DNA repair genes that are directly regulated by EZH2. In addition, genome-wide CRISPR/Cas9-mediated loss-of-function screens in the presence of EZH2 inhibitors identified these DNA repair genes to underlie the growth-inhibitory function of these compounds. Interrogation of public data from diverse solid tumor types expressing wild-type EZH2 showed that expression of DNA damage repair genes is significantly correlated with cellular sensitivity to EZH2 inhibitors. Consistent with these findings, treatment of CRPC cells with EZH2 inhibitors dramatically enhanced their sensitivity to genotoxic stress. These studies reveal a previously unappreciated mechanism of action of EZH2 inhibitors and provide a mechanistic basis for potential new combination cancer therapies.
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- 2020
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13. Determinants of transcription factor regulatory range
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Changxin Wan, Jun Liu, Myles Brown, Collin Tokheim, Clifford A. Meyer, Qin Tang, Rongbin Zheng, Jingyu Fan, Xin Dong, X. Shirley Liu, and Chen-Hao Chen
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Epigenomics ,0301 basic medicine ,Science ,Quantitative Trait Loci ,General Physics and Astronomy ,Context (language use) ,Computational biology ,Biology ,Polymorphism, Single Nucleotide ,Chromatin structure ,Article ,General Biochemistry, Genetics and Molecular Biology ,Cell Line ,Histones ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Gene density ,Animals ,lcsh:Science ,Transcription factor ,Gene ,Regulation of gene expression ,Multidisciplinary ,Models, Genetic ,Lysine ,Acetylation ,General Chemistry ,Chromatin ,Gene regulation ,030104 developmental biology ,Histone ,Gene Expression Regulation ,030220 oncology & carcinogenesis ,biology.protein ,lcsh:Q ,Data integration ,Gene expression ,Transcription Initiation Site ,Chromatin immunoprecipitation ,Genome-Wide Association Study ,Protein Binding ,Transcription Factors - Abstract
Characterization of the genomic distances over which transcription factor (TF) binding influences gene expression is important for inferring target genes from TF chromatin immunoprecipitation followed by sequencing (ChIP-seq) data. Here we systematically examine the relationship between thousands of TF and histone modification ChIP-seq data sets with thousands of gene expression profiles. We develop a model for integrating these data, which reveals two classes of TFs with distinct ranges of regulatory influence, chromatin-binding preferences, and auto-regulatory properties. We find that the regulatory range of the same TF bound within different topologically associating domains (TADs) depend on intrinsic TAD properties such as local gene density and G/C content, but also on the TAD chromatin states. Our results suggest that considering TF type, binding distance to gene locus, as well as chromatin context is important in identifying implicated TFs from GWAS SNPs., Characterization of the distance over which TF binding influences gene expression is important for inferring target genes. Here the authors study this relationship using thousands of genomic data sets, finding two classes of TFs with distinct ranges of regulatory influence modulated by chromatin states of topologically associated domains.
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- 2020
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14. Climate-mediated dynamics of the northern limit of paddy rice in China
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Liang, Shefang; Wu, Wenbin; Sun, Jing; Li, Zhipeng; Sun, Xiao; Chen, Hao; Chen, Shi; Fan, Lingling; You, Liangzhi; Yang, Peng, http://orcid.org/0000-0001-7930-8814 You, Liangzhi, Liang, Shefang; Wu, Wenbin; Sun, Jing; Li, Zhipeng; Sun, Xiao; Chen, Hao; Chen, Shi; Fan, Lingling; You, Liangzhi; Yang, Peng, and http://orcid.org/0000-0001-7930-8814 You, Liangzhi
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PR, IFPRI3; ISI; DCA; CRP2; 1 Fostering Climate-Resilient and Sustainable Food Supply, EPTD; PIM, CGIAR Research Program on Policies, Institutions, and Markets (PIM), Paddy rice agriculture plays an important role in food security and has a considerable influence on natural systems. In the context of climate change, understanding the nature and drivers of shifts in the northern limit of paddy rice (NLPR) is crucial for adaptation strategies and food security. However, quantitative studies on the effect of climate change on paddy rice distribution shifts have not been well performed. Here, we mapped the NLPR in China using Landsat imagery from 1984 to 2013, analyzed the latitudinal and elevational dynamics of the NLPR using Fishnet analysis, and explored the factors driving the changes in rice area across the NLPR regions using a linear regression model. Our results show that between 1984 and 2013, the NLPR shifted 24.93 km northward (the greatest movement was 88.01 km occurring at approximately 133° E) and elevational limits increased by 39.15 m (the greatest movement was 117.08 m occurring at approximately 129° E). While socioeconomic factors (e.g. benefits, policies, irrigation, and mulch) played significant roles in rice area changes, the changes in rice area across the NLPR regions had the strongest positive association with the increase in the previous temperature, indicating that rice cultivation in the NLPR regions has moved to higher latitudes over the 30 year study period to adapt to climate change. Our study highlighted that quantifying the interactions between climate change and crop production systems can facilitate a better understanding of the human responses to changes in the growing conditions in the face of climate change and ensuring regional and global food security.
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- 2021
15. Cistrome Data Browser: expanded datasets and new tools for gene regulatory analysis
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Chen-Hao Chen, X. Shirley Liu, Clifford A. Meyer, Rongbin Zheng, Hanfei Sun, Changxin Wan, Xiaoyan Zhang, Qiu Wu, Shenglin Mei, Myles Brown, and Qian Qin
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genetic processes ,Computational biology ,Regulatory Sequences, Nucleic Acid ,Genome ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Databases, Genetic ,Genetics ,Animals ,Humans ,Database Issue ,Histone code ,natural sciences ,Gene ,Genomic interval ,030304 developmental biology ,0303 health sciences ,biology ,Sequence Analysis, DNA ,Chromatin Assembly and Disassembly ,Chromatin ,Histone Code ,DNA binding site ,Histone ,Cistrome ,biology.protein ,Software ,030217 neurology & neurosurgery ,Transcription Factors - Abstract
The Cistrome Data Browser (DB) is a resource of human and mouse cis-regulatory information derived from ChIP-seq, DNase-seq and ATAC-seq chromatin profiling assays, which map the genome-wide locations of transcription factor binding sites, histone post-translational modifications and regions of chromatin accessible to endonuclease activity. Currently, the Cistrome DB contains approximately 47,000 human and mouse samples with about 24,000 newly collected datasets compared to the previous release two years ago. Furthermore, the Cistrome DB has a new Toolkit module with several features that allow users to better utilize the large-scale ChIP-seq, DNase-seq, and ATAC-seq data. First, users can query the factors which are likely to regulate a specific gene of interest. Second, the Cistrome DB Toolkit facilitates searches for factor binding, histone modifications, and chromatin accessibility in any given genomic interval shorter than 2Mb. Third, the Toolkit can determine the most similar ChIP-seq, DNase-seq, and ATAC-seq samples in terms of genomic interval overlaps with user-provided genomic interval sets. The Cistrome DB is a user-friendly, up-to-date, and well maintained resource, and the new tools will greatly benefit the biomedical research community. The database is freely available at http://cistrome.org/db, and the Toolkit is at http://dbtoolkit.cistrome.org.
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- 2018
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16. Improved design and analysis of CRISPR knockout screens
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Peng Jiang, Tengfei Xiao, Han Xu, Wei Li, Chen-Hao Chen, X. Shirley Liu, Clifford A. Meyer, and Myles Brown
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0301 basic medicine ,Statistics and Probability ,Genome ,Cas9 ,Computer science ,Palindrome ,Computational Biology ,Computational biology ,Original Papers ,Biochemistry ,Computer Science Applications ,03 medical and health sciences ,Computational Mathematics ,030104 developmental biology ,0302 clinical medicine ,Computational Theory and Mathematics ,030220 oncology & carcinogenesis ,CRISPR ,Guide RNA ,CRISPR-Cas Systems ,Molecular Biology ,Gene ,Gene Library ,RNA, Guide, Kinetoplastida ,Subgenomic mRNA - Abstract
Motivation Genome-wide clustered, regularly interspaced, short palindromic repeat (CRISPR)-Cas9 screen has been widely used to interrogate gene functions. However, the rules to design better libraries beg further refinement. Results We found single guide RNA (sgRNA) outliers are characterized by higher G-nucleotide counts, especially in regions distal from the PAM motif and are associated with stronger off-target activities. Furthermore, using non-targeting sgRNAs as negative controls lead to strong bias, which can be mitigated by using sgRNAs targeting multiple ‘safe harbor’ regions. Custom-designed screens confirmed our findings and further revealed that 19 nt sgRNAs consistently gave the best signal-to-noise ratio. Collectively, our analysis motivated the design of a new genome-wide CRISPR/Cas9 screen library and uncovered some intriguing properties of the CRISPR-Cas9 system. Availability and implementation The MAGeCK workflow is available open source at https://bitbucket.org/liulab/mageck_nest under the MIT license. Supplementary information Supplementary data are available at Bioinformatics online.
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- 2018
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17. The concentration-dependent chemokine release and pro-apoptotic effects of neutrophil-derived α-defensin-1 on human bronchial and alveolar epithelial cells
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Liu, Chien-Ying, Lin, Horng-Chyuan, Yu, Chih-Teng, Lin, Shu-Min, Lee, Kang-Yun, Chen, Hao-Chen, Chou, Chun-Liang, Huang, Chien-Da, Chou, Pai-Chien, Liu, Wen-Te, Wang, Chun-Hua, and Kuo, Han-Pin
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- 2007
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18. Genome-wide CRISPR-based gene knockout screens reveal cellular factors and pathways essential for nasopharyngeal carcinoma
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Chen-hao Chen, Yohei Narita, Difei Li, Benjamin E. Gewurz, Qian Zhong, Mu Sheng Zeng, Yihong Ling, Xiang Guo, Jun Liang, Isabella Hou, Liangru Ke, Bo Zhao, Sai Wah Tsao, Mingxiang Teng, Liang Wei Wang, Chong Wang, Xing Lv, Luyao Zhang, Sizun Jiang, and Yan-Qun Xiang
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0301 basic medicine ,Transferase complex ,Biochemistry ,Proto-Oncogene Mas ,03 medical and health sciences ,chemistry.chemical_compound ,Gene Knockout Techniques ,Ubiquitin ,medicine ,otorhinolaryngologic diseases ,Biomarkers, Tumor ,Tumor Cells, Cultured ,CRISPR ,Humans ,Molecular Biology ,Gene knockout ,Cell Proliferation ,Nasopharyngeal Carcinoma ,030102 biochemistry & molecular biology ,biology ,Genome, Human ,NF-κB ,Nasopharyngeal Neoplasms ,Molecular Bases of Disease ,Cell Biology ,medicine.disease ,stomatognathic diseases ,030104 developmental biology ,Histone ,Nasopharyngeal carcinoma ,chemistry ,Cancer research ,biology.protein ,Mdm2 ,CRISPR-Cas Systems ,Signal Transduction - Abstract
Early diagnosis of nasopharyngeal carcinoma (NPC) is difficult because of a lack of specific symptoms. Many patients have advanced disease at diagnosis, and these patients respond poorly to treatment. New treatments are therefore needed to improve the outcome of NPC. To better understand the molecular pathogenesis of NPC, here we used an NPC cell line in a genome-wide CRISPR-based knockout screen to identify the cellular factors and pathways essential for NPC (i.e. dependence factors). This screen identified the Moz, Ybf2/Sas3, Sas2, Tip60 histone acetyl transferase complex, NF-κB signaling, purine synthesis, and linear ubiquitination pathways; and MDM2 proto-oncogene as NPC dependence factors/pathways. Using gene knock out, complementary DNA rescue, and inhibitor assays, we found that perturbation of these pathways greatly reduces the growth of NPC cell lines but does not affect growth of SV40-immortalized normal nasopharyngeal epithelial cells. These results suggest that targeting these pathways/proteins may hold promise for achieving better treatment of patients with NPC.
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- 2019
19. Determinants of transcription factor regulatory range
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Myles Brown, Jingyu Fan, Chen-Hao Chen, Clifford A. Meyer, X. Shirley Liu, Rongbin Zheng, and Jun Liu
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0303 health sciences ,biology ,Context (language use) ,Genome-wide association study ,Computational biology ,Chromatin ,03 medical and health sciences ,0302 clinical medicine ,Histone ,Gene density ,Expression quantitative trait loci ,Gene expression ,biology.protein ,Transcription factor ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
To characterize the genomic distances over which transcription factors (TFs) influence gene expression, we examined thousands of TF and histone modification ChIP-seq datasets and thousands of gene expression profiles. A model integrating these data revealed two classes of TF: one with short-range regulatory influence, the other with long-range regulatory influence. The two TF classes also had distinct chromatin-binding preferences and auto-regulatory properties. The regulatory range of a single TF bound within different topologically associating domains (TADs) depended on intrinsic TAD properties such as local gene density and G/C content, but also on the TAD chromatin state in specific cell types. Our results provide evidence that most TFs belong to one of these two functional classes, and that the regulatory range of long-range TFs is chromatin-state dependent. Thus, consideration of TF type, distance-to-target, and chromatin context is likely important in identifying TF regulatory targets and interpreting GWAS and eQTL SNPs.
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- 2019
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20. Genome-scale deletion screening of human long non-coding RNAs using a paired-guide RNA CRISPR–Cas9 library
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J. J. Peng, Wei Li, Han Xu, Ping Xu, Pengfei Yuan, Jingze Liu, Shiyou Zhu, Xiaole Shirley Liu, Tengfei Xiao, Wensheng Wei, Myles Brown, Chen-Hao Chen, Qi Liao, and Zhongzheng Cao
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0301 basic medicine ,Sequence analysis ,Biomedical Engineering ,Bioengineering ,Biology ,Applied Microbiology and Biotechnology ,Genome ,Article ,03 medical and health sciences ,Humans ,CRISPR ,Clustered Regularly Interspaced Short Palindromic Repeats ,Genetic Testing ,Guide RNA ,Indel ,Genetics ,Genome, Human ,Sequence Analysis, RNA ,Chromosome Mapping ,High-Throughput Nucleotide Sequencing ,RNA ,Human genetics ,030104 developmental biology ,Molecular Medicine ,RNA, Long Noncoding ,Human genome ,CRISPR-Cas Systems ,Gene Deletion ,Biotechnology - Abstract
CRISPR/Cas9 screens have been widely adopted to analyse coding gene functions, but high throughput screening of non-coding elements using this method is more challenging, because indels caused by a single cut in non-coding regions are unlikely to produce a functional knockout. A high-throughput method to produce deletions of non-coding DNA is needed. Herein, we report a high throughput genomic deletion strategy to screen for functional long non-coding RNAs (lncRNAs) that is based on a lentiviral paired-guide RNA (pgRNA) library. Applying our screening method, we identified 51 lncRNAs that can positively or negatively regulate human cancer cell growth. We individually validated 9 lncRNAs using CRISPR/Cas9-mediated genomic deletion and functional rescue, CRISPR activation or inhibition, and gene expression profiling. Our high-throughput pgRNA genome deletion method should enable rapid identification of functional mammalian non-coding elements.
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- 2016
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21. Epigenetic response to environmental stress: Assembly of BRG1–G9a/GLP–DNMT3 repressive chromatin complex on Myh6 promoter in pathologically stressed hearts
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Pei Han, Ching Shang, Daniel Bernstein, Stavros G. Drakos, Dean Y. Li, Calvin T. Hang, Wei Cheng, Mingming Zhao, Ching Pin Chang, Yiqin Xiong, Andrea Ghetti, Hsiu Ling Cheng, Johnson Wong, Chiou-Hong Lin, Wei Li, Jin Yang, Thomas Quertermous, Huei Sheng Vincent Chen, and Chen Hao Chen
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0301 basic medicine ,Histone-modifying enzymes ,Cardiomegaly ,Gestational Age ,Biology ,Methylation ,Ventricular Function, Left ,Article ,Chromatin remodeling ,DNA Methyltransferase 3A ,Epigenesis, Genetic ,Histones ,03 medical and health sciences ,Stress, Physiological ,Animals ,Humans ,Histone code ,Nucleosome ,DNA (Cytosine-5-)-Methyltransferases ,Promoter Regions, Genetic ,Molecular Biology ,Epigenomics ,Mice, Knockout ,Genetics ,Myosin Heavy Chains ,Myocardium ,DNA Helicases ,Nuclear Proteins ,Histone-Lysine N-Methyltransferase ,Recovery of Function ,Cell Biology ,DNA Methylation ,Chromatin Assembly and Disassembly ,Adaptation, Physiological ,Chromatin ,Cell biology ,Disease Models, Animal ,030104 developmental biology ,Histone ,Histone methyltransferase ,biology.protein ,CpG Islands ,Cardiomyopathies ,Protein Processing, Post-Translational ,Protein Binding ,Signal Transduction ,Transcription Factors - Abstract
Chromatin structure is determined by nucleosome positioning, histone modifications, and DNA methylation. How chromatin modifications are coordinately altered under pathological conditions remains elusive. Here we describe a stress-activated mechanism of concerted chromatin modification in the heart. In mice, pathological stress activates cardiomyocytes to express Brg1 (nucleosome-remodeling factor), G9a/Glp (histone methyltransferase), and Dnmt3 (DNA methyltransferase). Once activated, Brg1 recruits G9a and then Dnmt3 to sequentially assemble repressive chromatin—marked by H3K9 and CpG methylation—on a key molecular motor gene (Myh6), thereby silencing Myh6 and impairing cardiac contraction. Disruption of Brg1, G9a or Dnmt3 erases repressive chromatin marks and de-represses Myh6, reducing stress-induced cardiac dysfunction. In human hypertrophic hearts, BRG1–G9a/GLP–DNMT3 complex is also activated; its level correlates with H3K9/CpG methylation, Myh6 repression, and cardiomyopathy. Our studies demonstrate a new mechanism of chromatin assembly in stressed hearts and novel therapeutic targets for restoring Myh6 and ventricular function. The stress-induced Brg1–G9a–Dnmt3 interactions and sequence of repressive chromatin assembly on Myh6 illustrates a molecular mechanism by which the heart epigenetically responds to environmental signals. This article is part of a Special Issue entitled: Cardiomyocyte Biology: Integration of Developmental and Environmental Cues in the Heart edited by Marcus Schaub and Hughes Abriel.
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- 2016
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22. Integrative Analysis Reveals the Transcriptional Collaboration between EZH2 and E2F1 in the Regulation of Cancer-Related Gene Expression
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Chen-Hao Chen, Myles Brown, Chenfei Wang, Kexin Xu, Su Wang, Henry W. Long, Qian Qin, Sheng'en Hu, Housheng Hansen He, Chongzhi Zang, Fugen Li, Yiwen Chen, X. Shirley Liu, and Han Xu
- Subjects
Male ,0301 basic medicine ,Cancer Research ,Transcription, Genetic ,Gene regulatory network ,macromolecular substances ,Biology ,Article ,Epigenesis, Genetic ,03 medical and health sciences ,Mediator ,Cell Line, Tumor ,Transcriptional regulation ,Humans ,E2F1 ,Enhancer of Zeste Homolog 2 Protein ,Gene Regulatory Networks ,Molecular Biology ,Regulation of gene expression ,EZH2 ,Polycomb Repressive Complex 2 ,Computational Biology ,Chromatin ,Gene Expression Regulation, Neoplastic ,Prostatic Neoplasms, Castration-Resistant ,030104 developmental biology ,Oncology ,Tumor progression ,Disease Progression ,Cancer research ,Lymphoma, Large B-Cell, Diffuse ,E2F1 Transcription Factor ,Protein Binding - Abstract
Overexpression of EZH2 is frequently linked to the advanced and metastatic stage of cancers. The mechanisms of its oncogenic function can be context specific, and may vary depending on the protein complexes that EZH2 interacts with. To identify novel transcriptional collaborators of EZH2 in cancers, a computational approach was developed that integrates protein–DNA binding data, cell perturbation gene expression data, and compendiums of tumor expression profiles. This holistic approach identified E2F1, a known mediator of the Rb tumor suppressor, as a transcriptional collaborator of EZH2 in castration-resistant prostate cancer. Subsequent analysis and experimental validation found EZH2 and E2F1 cobind to a subset of chromatin sites lacking H3K27 trimethylation, and activate genes that are critical for prostate cancer progression. The collaboration of EZH2 and E2F1 in transcriptional regulation is also observed in diffuse large B-cell lymphoma cell lines, where activation of the transcriptional network is concordant with the cellular response to the EZH2 inhibitor. Implications: The direct collaboration between EZH2 and Rb/E2F1 pathway provides an innovative mechanism underlying the cascade of tumor progression, and lays the foundation for the development of new anticancer targets/strategies. Mol Cancer Res; 14(2); 163–72. ©2015 AACR . This article is featured in Highlights of This Issue, [p. 125][1] [1]: /lookup/volpage/14/125?iss=2
- Published
- 2016
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23. Sequence determinants of improved CRISPR sgRNA design
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Myles Brown, Wei Li, Clifford A. Meyer, Le Cong, X. Shirley Liu, Tengfei Xiao, Feng Zhang, Qiu Wu, Jun Liu, Han Xu, Chen-Hao Chen, Di Wu, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences, McGovern Institute for Brain Research at MIT, and Zhang, Feng
- Subjects
Genetics ,Mutation rate ,Models, Genetic ,Cas9 ,Research ,Computational Biology ,HL-60 Cells ,DNA ,Biology ,Gene Knockout Techniques ,Negative selection ,Mutation Rate ,Humans ,CRISPR ,Clustered Regularly Interspaced Short Palindromic Repeats ,Guide RNA ,Gene ,Genetics (clinical) ,RNA, Guide, Kinetoplastida ,Subgenomic mRNA - Abstract
The CRISPR/Cas9 system has revolutionized mammalian somatic cell genetics. Genome-wide functional screens using CRISPR/Cas9-mediated knockout or dCas9 fusion-mediated inhibition/activation (CRISPRi/a) are powerful techniques for discovering phenotype-associated gene function. We systematically assessed the DNA sequence features that contribute to single guide RNA (sgRNA) efficiency in CRISPR-based screens. Leveraging the information from multiple designs, we derived a new sequence model for predicting sgRNA efficiency in CRISPR/Cas9 knockout experiments. Our model confirmed known features and suggested new features including a preference for cytosine at the cleavage site. The model was experimentally validated for sgRNA-mediated mutation rate and protein knockout efficiency. Tested on independent data sets, the model achieved significant results in both positive and negative selection conditions and outperformed existing models. We also found that the sequence preference for CRISPRi/a is substantially different from that for CRISPR/Cas9 knockout and propose a new model for predicting sgRNA efficiency in CRISPRi/a experiments. These results facilitate the genome-wide design of improved sgRNA for both knockout and CRISPRi/a studies.
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- 2015
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24. Integrative analysis and refined design of CRISPR knockout screens
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Chen-Hao Chen, Wei Li, Tengfei Xiao, Han Xu, Peng Jiang, Clifford A. Meyer, Myles Brown, and X. Shirley Liu
- Subjects
0301 basic medicine ,Genetics ,03 medical and health sciences ,030104 developmental biology ,Computer science ,CRISPR ,Gene ,Subgenomic mRNA - Abstract
Genome-wide CRISPR-Cas9 screen has been widely used to interrogate gene functions. However, the analysis remains challenging and rules to design better libraries beg further refinement. Here we present MAGeCK-NEST, which integrates protein-protein interaction (PPI), improves the inference accuracy when fewer guide-RNAs (sgRNAs) are available, and assesses screen qualities using information on PPI. MAGeCK-NEST also adopts a maximum-likelihood approach to remove sgRNA outliers, which are characterized with higher G-nucleotide counts, especially in regions distal from the PAM motif. Using MAGeCK-NEST, we found that choosing non-targeting sgRNAs as negative controls lead to strong bias, which can be mitigated by sgRNAs targeting the “safe harbor” regions. Custom-designed screens confirmed our findings, and further revealed that 19nt sgRNAs consistently gave the best signal-to-noise separation. Collectively, our method enabled robust calling of CRISPR screen hits and motivated the design of an improved genome-wide CRISPR screen library.
- Published
- 2017
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25. CRISPR-FOCUS: A web server for designing focused CRISPR screening experiments
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Chen-Hao Chen, Qingyi Cao, Zhi Chen, X. Shirley Liu, Wei Li, Jian Ma, and Han Xu
- Subjects
0301 basic medicine ,Genetic Screens ,Computer science ,Gene Identification and Analysis ,Biological database ,lcsh:Medicine ,Bioinformatics ,Synthetic Genome Editing ,Genome Engineering ,Synthetic biology ,User-Computer Interface ,Database and Informatics Methods ,Genome editing ,DNA library construction ,Transcription (biology) ,Genomic Library Screening ,RefSeq ,CRISPR ,lcsh:Science ,Multidisciplinary ,Mammalian Genomics ,Crispr ,Genomics ,Genomic Databases ,Genomic Library Construction ,Synthetic genomics ,Cistrome ,Engineering and Technology ,Synthetic Biology ,Sequence Analysis ,RNA, Guide, Kinetoplastida ,Research Article ,Biotechnology ,Gene isoform ,Sequence analysis ,Single-nucleotide polymorphism ,Bioengineering ,Computational biology ,Library Screening ,DNA construction ,Research and Analysis Methods ,Genomic databases ,Genome engineering ,03 medical and health sciences ,Sequence Motif Analysis ,Genetics ,Genetic Testing ,Molecular Biology Techniques ,Gene ,Molecular Biology ,Internet ,Molecular Biology Assays and Analysis Techniques ,Base Sequence ,Oligonucleotide ,Cas9 ,lcsh:R ,RNA ,Biology and Life Sciences ,Computational Biology ,Promoter ,Synthetic Genomics ,Genome Analysis ,030104 developmental biology ,Biological Databases ,Synthetic Bioengineering ,Animal Genomics ,lcsh:Q ,CRISPR-Cas Systems ,Genetic screen - Abstract
The recently developed CRISPR screen technology, based on the CRISPR/Cas9 genome editing system, enables genome-wide interrogation of gene functions in an efficient and cost-effective manner. Although many computational algorithms and web servers have been developed to design single-guide RNAs (sgRNAs) with high specificity and efficiency, algorithms specifically designed for conducting CRISPR screens are still lacking. Here we present CRISPR-FOCUS, a web-based platform to search and prioritize sgRNAs for CRISPR screen experiments. With official gene symbols or RefSeq IDs as the only mandatory input, CRISPR-FOCUS filters and prioritizes sgRNAs based on multiple criteria, including efficiency, specificity, sequence conservation, isoform structure, as well as genomic variations including Single Nucleotide Polymorphisms and cancer somatic mutations. CRISPR-FOCUS also provides pre-defined positive and negative control sgRNAs, as well as other necessary sequences in the construct (e.g., U6 promoters to drive sgRNA transcription and RNA scaffolds of the CRISPR/Cas9). These features allow users to synthesize oligonucleotides directly based on the output of CRISPR-FOCUS. Overall, CRISPR-FOCUS provides a rational and high-throughput approach for sgRNA library design that enables users to efficiently conduct a focused screen experiment targeting up to thousands of genes. (CRISPR-FOCUS is freely available at http://cistrome.org/crispr-focus/).
- Published
- 2017
26. Partitioning the heart: mechanisms of cardiac septation and valve development
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Chien Jung Lin, Bin Zhou, Ching Pin Chang, Chieh Yu Lin, and Chen Hao Chen
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medicine.medical_specialty ,Heart development ,Heart disease ,Heart malformation ,Morphogenesis ,Reviews ,Gene Expression Regulation, Developmental ,Anatomy ,Biology ,medicine.disease ,Heart Valves ,Heart septum ,Internal medicine ,Heart Septum ,medicine ,Cardiology ,Animals ,Humans ,Progenitor cell ,Molecular Biology ,Developmental Biology - Abstract
Heart malformations are common congenital defects in humans. Many congenital heart defects involve anomalies in cardiac septation or valve development, and understanding the developmental mechanisms that underlie the formation of cardiac septal and valvular tissues thus has important implications for the diagnosis, prevention and treatment of congenital heart disease. The development of heart septa and valves involves multiple types of progenitor cells that arise either within or outside the heart. Here, we review the morphogenetic events and genetic networks that regulate spatiotemporal interactions between the cells that give rise to septal and valvular tissues and hence partition the heart.
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- 2012
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27. Development of a validation and qualification process for the manufacturing of medical devices: a case study based on cross-sector benchmarking
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Chen, Hao Chen, primary, Xu, Yuchun, additional, Tiwari, Ashutosh, additional, and Turner, Christopher J., additional
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- 2018
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28. Quality control, modeling, and visualization of CRISPR screens with MAGeCK-VISPR
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Chen-Hao Chen, Tengfei Xiao, Johannes Köster, Han Xu, Myles Brown, X. Shirley Liu, Wei Li, and Jun Liu
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Quality Control ,Method ,Biology ,computer.software_genre ,Set (abstract data type) ,Software ,Expectation–maximization algorithm ,CRISPR ,Interactive visualization ,CRISPR/Cas9 ,Visualization ,Genetics ,Genes, Essential ,business.industry ,Expectation-Maximization ,Workflow ,Negative binomial ,Data-driven documents ,Gene Targeting ,Screening ,Data mining ,CRISPR-Cas Systems ,business ,Functional genomics ,computer ,D3 ,Maximum likelihood - Abstract
High-throughput CRISPR screens have shown great promise in functional genomics. We present MAGeCK-VISPR, a comprehensive quality control (QC), analysis, and visualization workflow for CRISPR screens. MAGeCK-VISPR defines a set of QC measures to assess the quality of an experiment, and includes a maximum-likelihood algorithm to call essential genes simultaneously under multiple conditions. The algorithm uses a generalized linear model to deconvolute different effects, and employs expectation-maximization to iteratively estimate sgRNA knockout efficiency and gene essentiality. MAGeCK-VISPR also includes VISPR, a framework for the interactive visualization and exploration of QC and analysis results. MAGeCK-VISPR is freely available at http://bitbucket.org/liulab/mageck-vispr. Electronic supplementary material The online version of this article (doi:10.1186/s13059-015-0843-6) contains supplementary material, which is available to authorized users.
- Published
- 2015
29. CRISPR-DO for genome-wide CRISPR design and optimization
- Author
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Chen-Hao Chen, Wei Li, Jinzeng Wang, Johannes Köster, Qian Qin, Han Xu, Jian Ma, Qi Liu, Shenglin Mei, Sheng'en Hu, Xiaole Shirley Liu, and Qingyi Cao
- Subjects
0301 basic medicine ,Statistics and Probability ,Computational biology ,Biology ,Biochemistry ,Genome ,DNA sequencing ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Genome editing ,CRISPR ,Web application ,Animals ,Humans ,Clustered Regularly Interspaced Short Palindromic Repeats ,Guide RNA ,Molecular Biology ,Genetics ,Gene Editing ,Cas9 ,business.industry ,Computational Biology ,DNA ,Exons ,Applications Notes ,Computer Science Applications ,Computational Mathematics ,030104 developmental biology ,ComputingMethodologies_PATTERNRECOGNITION ,Computational Theory and Mathematics ,Cistrome ,030220 oncology & carcinogenesis ,business ,RNA, Guide, Kinetoplastida - Abstract
Motivation: Despite the growing popularity in using CRISPR/Cas9 technology for genome editing and gene knockout, its performance still relies on well-designed single guide RNAs (sgRNA). In this study, we propose a web application for the Design and Optimization (CRISPR-DO) of guide sequences that target both coding and non-coding regions in spCas9 CRISPR system across human, mouse, zebrafish, fly and worm genomes. CRISPR-DO uses a computational sequence model to predict sgRNA efficiency, and employs a specificity scoring function to evaluate the potential of off-target effect. It also provides information on functional conservation of target sequences, as well as the overlaps with exons, putative regulatory sequences and single-nucleotide polymorphisms (SNPs). The web application has a user-friendly genome–browser interface to facilitate the selection of the best target DNA sequences for experimental design. Availability and Implementation: CRISPR-DO is available at http://cistrome.org/crispr/ Contact: qiliu@tongji.edu.cn or hanxu@jimmy.harvard.edu or xsliu@jimmy.harvard.edu Supplementary information: Supplementary data are available at Bioinformatics online.
- Published
- 2015
30. Deciphering essential cistromes using genome-wide CRISPR screens.
- Author
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Teng Fei, Wei Lie, Jingyu Peng, Tengfei Xiao, Chen-Hao Chen, Wu, Alexander, Jialiang Huang, Chongzhi Zang, Liu, X. Shirley, and Brown, Myles
- Subjects
BINDING sites ,HUMAN genome ,TRANSCRIPTION factors ,DATA integrity ,GENE knockout - Abstract
Although millions of transcription factor binding sites, or cistromes, have been identified across the human genome, defining which of these sites is functional in a given condition remains challenging. Using CRISPR/Cas9 knockout screens and gene essentiality or fitness as the readout, we systematically investigated the essentiality of over 10,000 FOXA1 and CTCF binding sites in breast and prostate cancer cells. We found that essential FOXA1 binding sites act as enhancers to orchestrate the expression of nearby essential genes through the binding of lineage-specific transcription factors. In contrast, CRISPR screens of the CTCF cistrome revealed 2 classes of essential binding sites. The first class of essential CTCF binding sites act like FOXA1 sites as enhancers to regulate the expression of nearby essential genes, while a second class of essential CTCF binding sites was identified at topologically associated domain (TAD) boundaries and display distinct characteristics. Using regression methods trained on our screening data and public epigenetic profiles, we developed a model to predict essential cis-elements with high accuracy. The model for FOXA1 essentiality correctly predicts noncoding variants associated with cancer risk and progression. Taken together, CRISPR screens of cisregulatory elements can define the essential cistrome of a given factor and can inform the development of predictive models of cistrome function. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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31. The detection of biomolecules using self-assembled microspheres in an immunoassay
- Author
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Huei-Shian Lin, Chen-Hao Chen, and James R. Carey
- Subjects
chemistry.chemical_classification ,Materials science ,chemistry ,medicine.diagnostic_test ,Biomolecule ,Immunoassay ,medicine ,Nanotechnology ,Microsphere ,Self assembled - Published
- 2013
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32. The secondary heart field is a new site of calcineurin/Nfatc1 signaling for semilunar valve development
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Chien Jung Lin, Chieh Yu Lin, Richard M. Chen, Chen Hao Chen, Bin Zhou, and Ching Pin Chang
- Subjects
medicine.medical_specialty ,Heart disease ,Atrioventricular valve morphogenesis ,Population ,Regurgitation (circulation) ,Biology ,Article ,Mice ,Internal medicine ,medicine ,Animals, Outbred Strains ,Animals ,education ,Molecular Biology ,Endocardium ,Embryonic Stem Cells ,Ultrasonography ,Mice, Knockout ,education.field_of_study ,Pulmonary Valve ,NFATC Transcription Factors ,Calcineurin ,Gene Expression Regulation, Developmental ,Heart ,medicine.disease ,Embryo, Mammalian ,medicine.anatomical_structure ,Organ Specificity ,Heart failure ,Pulmonary valve ,Cardiology ,Endocardial Cushions ,Cardiology and Cardiovascular Medicine ,Signal Transduction - Abstract
Semilunar valve malformations are common human congenital heart defects. Bicuspid aortic valves occur in 2–3% of the population, and pulmonic valve stenosis constitutes 10% of all congenital heart disease in adults (Brickner et al., 2000) [1] . Semilunar valve defects cause valve regurgitation, stenosis, or calcification, leading to endocarditis or congestive heart failure. These complications often require prolonged medical treatment or surgical intervention. Despite the medical importance of valve disease, the regulatory pathways governing semilunar valve development are not entirely clear. In this report we investigated the spatiotemporal role of calcineurin/Nfatc1 signaling in semilunar valve development. We generated conditional knockout mice with calcineurin gene disrupted in various tissues during semilunar valve development. Our studies showed that calcineurin/Nfatc1 pathway signals in the secondary heart field (SHF) but not in the outflow tract myocardium or neural crest cells to regulate semilunar valve morphogenesis. Without SHF calcineurin/Nfatc1 signaling, the conal endocardial cushions—the site of prospective semilunar valve formation—first develop and then regress due to apoptosis, resulting in a striking phenotype with complete absence of the aortic and pulmonic valves, severe valve regurgitation, and perinatal lethality. This role of calcineurin/Nfatc1 signaling in the SHF is different from the requirement of calcineurin/Nfatc1 in the endocardium for semilunar valve formation (Chang et al., 2004) [2] , indicating that calcineurin/Nfatc1 signals in multiple tissues to organize semilunar valve development. Also, our studies suggest distinct mechanisms of calcineurin/Nfat signaling for semilunar and atrioventricular valve morphogenesis. Therefore, we demonstrate a novel developmental mechanism in which calcineurin signals through Nfatc1 in the secondary heart field to promote semilunar valve morphogenesis, revealing a new supportive role of the secondary heart field for semilunar valve formation.
- Published
- 2011
33. Tumor size matters differently in pulmonary adenocarcinoma and squamous cell carcinoma
- Author
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Hung Chang Tsui, Pei Ying Lin, Chen Hao Chen, Hsuan-Yu Chen, Pan-Chyr Yang, and Yeun-Chung Chang
- Subjects
Pulmonary and Respiratory Medicine ,Male ,Cancer Research ,Pathology ,medicine.medical_specialty ,Lung Neoplasms ,non-small cell lung cancer (NSCLC) ,Adenocarcinoma ,Metastasis ,Carcinoma, Non-Small-Cell Lung ,medicine ,Carcinoma ,Humans ,Basal cell carcinoma ,Neoplasm Metastasis ,Lung cancer ,Aged ,Neoplasm Staging ,Retrospective Studies ,business.industry ,Cancer ,Middle Aged ,medicine.disease ,Oncology ,Epidermoid carcinoma ,Lymphatic Metastasis ,Carcinoma, Squamous Cell ,Female ,business - Abstract
Little about primary tumor size and nodal/distant metastases among different cell types in non-small cell lung cancer (NSCLC) was discussed. This study aimed to investigate distinct associations between tumor size and nodal/distant metastases in pulmonary adenocarcinoma and squamous cell carcinoma. The study also aimed to clarify the cutoff size relating to a higher likelihood of metastases. We retrospectively evaluated 932 NSCLC patients over a 3-year period and focused on cases with primary tumors less than 4.0 cm in size. Our data showed that 2.5 cm was the critical cutoff size regarding increased nodal/distant metastases in adenocarcinoma (p0.001), but not in squamous cell carcinoma (p0.05). In addition, the incidence of nodal/distant metastases reached a plateau of more than 80% in adenocarcinoma when the tumor size exceeded 2.5 cm. In contrast, there was no such correlation observed in squamous cell carcinoma. This study showed that tumor size mattered differently in pulmonary adenocarcinoma and squamous cell carcinoma.
- Published
- 2009
34. Racial differences in suicide deaths after cancer diagnosis: A SEER-based analysis of 2,336,949 patients
- Author
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Yen-Chen Anne Feng, Yi-Han Sheu, Yu-Han Chiu, Sheng-Hsuan Lin, Yu-Wei Chen, Chao-Ping Wu, Angela Y. Chang, Yen-Feng Lin, and Chen-Hao Chen
- Subjects
Gerontology ,Cancer Research ,medicine.medical_specialty ,business.industry ,Cancer ,medicine.disease ,Prostate cancer ,Oncology ,Interquartile range ,Cohort ,Epidemiology ,medicine ,Household income ,Marital status ,Pacific islanders ,business ,Demography - Abstract
244 Background: Risk of suicide is increased after cancer diagnosis. Our study aims to investigate the racial differences on risk of suicide after cancer diagnosis in a nationwide cohort of U.S. patients. Methods: Patients ≥ 18 years and diagnosed with breast (n = 616,099; 26.4%), lung (n = 585,978; 25.0%), colorectal (n = 429,060; 18.4%), or prostate cancer (n = 705,812; 30.2%) from 1988-2010 in Surveillance, Epidemiology and End Results Program (SEER) were identified. A Cox-proportional hazard model was used to compare the suicide mortality of the races (Hispanic white, African American, Asian/Pacific Islander, American Indian/Alaska Native) to non-Hispanic white patients adjusting for age, sex, marital status, household income, education level and cancer sites. Results: A total of 2,336,949 patients were identified, and there were 3,406 suicide death events. Fifty percent of suicide deaths were within 32 months after cancer diagnosis (interquartile range: 66 months). After a median follow-up of 49 months, the suicide mortality was lower in African American (HR: 0.29, 95% CI: 0.25-0.35, p value
- Published
- 2015
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35. Determinants for no definitive therapy for early-stage non-small cell lung cancer in U.S. population
- Author
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Yen-Chen Anne Feng, Yu-Han Chiu, Yen-Fen Lin, Chen-Hao Chen, Yi-Han Sheu, Angela Y. Chang, Yu-Wei Chen, and Sheng-Hsuan Lin
- Subjects
Oncology ,Cancer Research ,medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Definitive Therapy ,medicine.disease ,respiratory tract diseases ,Surgery ,Radiation therapy ,Internal medicine ,medicine ,Non small cell ,Stage (cooking) ,Lung cancer ,business ,neoplasms ,U s population - Abstract
1590 Background: Surgery or radiation therapy (RT) remains the definitive treatment for early-stage (Stage I/II) non-small cell lung cancer (NSCLC). Early-stage NSCLC should be treated appropriatel...
- Published
- 2015
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36. High energy conversion strategy of SRM with single-pulse switching
- Author
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Man Hyung Lee, Chen Hao Chen Hao, Jin-Woo Ahn, and Sung-Jun Park
- Subjects
Materials science ,Control theory ,Ripple ,Switching frequency ,Electronic engineering ,Energy transformation ,Torque ripple ,AC power ,Optimal control ,Switched reluctance motor ,Machine control - Abstract
This paper investigates an optimal switching angle of SRM (switched reluctance motor) drive system for maximum energy conversion ratio. A new magnetizing method is proposed with a low switching frequency to increase the energy conversion ratio that is related to the efficiency of the motor. The proposed algorithm enlarges the active energy conversion region, which is converted to mechanical output, and reduce the reactive power region with same field energy region. As results, a torque ripple is also sufficiently reduced compared with that of the conventional switching angle magnetizing approach. Some implementations show that proposed scheme is a valuable approach to have a high efficiency and low ripple drive of an SRM.
- Published
- 2002
- Full Text
- View/download PDF
37. Shaping of focal field with controllable amplitude, phase, and polarization
- Author
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Jingjing Hao, Jingjing Hao, primary, Zhongliang Yu, Zhongliang Yu, additional, Zhaozhong Chen, Zhaozhong Chen, additional, Hao Chen, Hao Chen, additional, and Jianping Ding, Jianping Ding, additional
- Published
- 2014
- Full Text
- View/download PDF
38. PHYSICAL AND MECHANICAL PARAMETERS OF BOREHOLE HYDRAULIC MINING OF NONG’AN OIL SHALE
- Author
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X-C Yan, Qing Zhang, Chen-Hao Chen, and X-P Liu
- Subjects
Bedding ,Hydraulic mining ,Borehole ,Energy Engineering and Power Technology ,Geotechnical Engineering and Engineering Geology ,Fuel Technology ,Compressive strength ,Discontinuity (geotechnical engineering) ,Mining engineering ,Ultimate tensile strength ,Geotechnical engineering ,Rock mass classification ,Oil shale ,Geology - Abstract
The experiments on physics and mechanics of borehole hydraulic mining were designed to determine mechanical characteristics of mined oil shale. Oil shale of Nong'an deposit belongs to slightly weathered and relatively complete rocks. Oil shale beds are characterized by a very definite discontinuity in both horizontal bedding orientation and vertical bedding direction. Compressive strength, tensile strength, Poisson's ratio and other data characterizing oil shale beds in different directions in the Nong'an min- ing site were obtained and compared. The direction of borehole hydraulic mining was determined. The vertical bedding direction to break oil shale was considered to be better, because strength in this direction is low, rock mass integrity poor, and the degree of weathering more pronounced. The diameter of borer nozzle, dynamic pressure, maximum caving capacity and other parameters needed for borehole hydraulic mining were selected.
- Published
- 2012
- Full Text
- View/download PDF
39. Quality control, modeling, and visualization of CRISPR screens with MAGeCK-VISPR.
- Author
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Wei Li, Köster, Johannes, Han Xu, Chen-Hao Chen, Tengfei Xiao, Liu, Jun S., Myles Brown, and Shirley Liu, X.
- Published
- 2015
- Full Text
- View/download PDF
40. High energy conversion strategy of SRM with single-pulse switching
- Author
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Sung-Jun Park, Sung-Jun Park, primary, Jin-Woo Ahn, Jin-Woo Ahn, additional, Chen Hao, Chen Hao, additional, and Man-Hyung Lee, Man-Hyung Lee, additional
- Published
- 2002
- Full Text
- View/download PDF
41. Topography modulates effects of nitrogen deposition on soil nitrous oxide emission in a subtropical forest
- Author
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Pengpeng Duan, Pengpeng Duan, primary, Daobo Wang, Daobo Wang, additional, Kongcao Xiao, Kongcao Xiao, additional, Liang Zheng, Liang Zheng, additional, Hao Chen, Hao Chen, additional, Kelin Wang, Kelin Wang, additional, and Dejun Li, Dejun Li, additional
- Full Text
- View/download PDF
42. Genome-wide CRISPR-based gene knockout screens reveal cellular factors and pathways essential for nasopharyngeal carcinoma.
- Author
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Chong Wang, Sizun Jiang, Liangru Ke, Luyao Zhang, Difei Li, Jun Liang, Yohei Narita, Isabella Hou, Chen-hao Chen, Liangwei Wang, Qian Zhong, Yihong Ling, Xing Lv, Yanqun Xiang, Xiang Guo, Mingxiang Teng, Sai-Wah Tsao, Gewurz, Benjamin E., Mu-Sheng Zeng, and Bo Zhao
- Subjects
- *
GENE knockout , *COMPLEMENTARY DNA , *UBIQUITINATION , *THERAPEUTICS , *CELL lines , *CARCINOMA - Abstract
Early diagnosis of nasopharyngeal carcinoma (NPC) is difficult because of a lack of specific symptoms. Many patients have advanced disease at diagnosis, and these patients respond poorly to treatment. New treatments are therefore needed to improve the outcome of NPC. To better understand the molecular pathogenesis of NPC, here we used an NPC cell line in a genome-wide CRISPR-based knockout screen to identify the cellular factors and pathways essential for NPC (i.e. dependence factors). This screen identified the Moz, Ybf2/Sas3, Sas2, Tip60 histone acetyl transferase complex, NF-κB signaling, purine synthesis, and linear ubiquitination pathways; and MDM2 proto-oncogene as NPC dependence factors/pathways. Using gene knock out, complementary DNA rescue, and inhibitor assays, we found that perturbation of these pathways greatly reduces the growth of NPC cell lines but does not affect growth of SV40-immortalized normal nasopharyngeal epithelial cells. These results suggest that targeting these pathways/proteins may hold promise for achieving better treatment of patients with NPC. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
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