Publications

2019

F, Sher, Hossain M, Seruggia D, Schoonenberg VAC, Yao Q, Cifani P, Dassama LMK, et al. 2019. “Rational targeting of a NuRD subcomplex guided by comprehensive in situ mutagenesis”. Nature Genetics 51 (7): 1149-59.
Developmental silencing of fetal globins serves as both a paradigm of spatiotemporal gene regulation and an opportunity for therapeutic intervention of β-hemoglobinopathy. The nucleosome remodeling and deacetylase (NuRD) chromatin complex participates in γ-globin repression. We used pooled CRISPR screening to disrupt NuRD protein coding sequences comprehensively in human adult erythroid precursors. Essential for fetal hemoglobin (HbF) control is a non-redundant subcomplex of NuRD protein family paralogs, whose composition we corroborated by affinity chromatography and proximity labeling mass spectrometry proteomics. Mapping top functional guide RNAs identified key protein interfaces where in-frame alleles resulted in loss-of-function due to destabilization or altered function of subunits. We ascertained mutations of CHD4 that dissociate its requirement for cell fitness from HbF repression in both primary human erythroid precursors and transgenic mice. Finally we demonstrated that sequestering CHD4 from NuRD phenocopied these mutations. These results indicate a generalizable approach to discover protein complex features amenable to rational biochemical targeting.
Y, Wu, Zeng J, Roscoe BP, Liu P, Yao Q, Lazzarotto CR, Clement K, et al. 2019. “Highly efficient therapeutic gene editing of human hematopoietic stem cells”. Nature Medicine 25 (5): 776-83.
Re-expression of the paralogous γ-globin genes (HBG1/2) could be a universal strategy to ameliorate the severe β-globin disorders sickle cell disease (SCD) and β-thalassemia by induction of fetal hemoglobin (HbF, α2γ2)1. Previously, we and others have shown that core sequences at the BCL11A erythroid enhancer are required for repression of HbF in adult-stage erythroid cells but are dispensable in non-erythroid cells2-6. CRISPR-Cas9-mediated gene modification has demonstrated variable efficiency, specificity, and persistence in hematopoietic stem cells (HSCs). Here, we demonstrate that Cas9:sgRNA ribonucleoprotein (RNP)-mediated cleavage within a GATA1 binding site at the +58 BCL11A erythroid enhancer results in highly penetrant disruption of this motif, reduction of BCL11A expression, and induction of fetal γ-globin. We optimize conditions for selection-free on-target editing in patient-derived HSCs as a nearly complete reaction lacking detectable genotoxicity or deleterious impact on stem cell function. HSCs preferentially undergo non-homologous compared with microhomology-mediated end joining repair. Erythroid progeny of edited engrafting SCD HSCs express therapeutic levels of HbF and resist sickling, while those from patients with β-thalassemia show restored globin chain balance. Non-homologous end joining repair-based BCL11A enhancer editing approaching complete allelic disruption in HSCs is a practicable therapeutic strategy to produce durable HbF induction.
F*, Zhang, Zhou F*, Gan R*, Ren C, Jia Y, Yu L, and Huang Z. 2019. “PHISDetector: a web tool to detect diverse in silico phage-host interaction signals”. BioRxiv, 661074.
Phage-host interactions are appealing systems to study co-evolution. Their roles in human health and diseases as well as novel therapeutics development also have been increasingly emphasized. Meanwhile, such interactions leave signals in bacterial and phage genomic sequences, defined as phage-host interaction signals (PHIS), allowing us to predict novel phage-host interactions. Due to the intrinsic complexity and recent emerging of metagenomics sequencing data, there is an urgent requirement to develop computational tools to analyze massive data and extract meaningful information. Here, we seize comprehensive in silico PHIS and utilize sophisticated bioinformatics to develop PHISDetector, a web tool to detect and systematically study diverse in silico PHIS, including analyses for co-occurrence/co-abundance patterns, oligonucleotide profile/sequence composition, CRISPR-targeting, prophages, phage genome similarity, protein-protein interactions, and special gene check. PHISDetector accepts various genomic and metagenomic data as input and provides well-designed visualizations and detailed data tables to download. Prediction tasks are processed remotely by the server using custom python scripts and a series of public tools. PHISDetector can be accessed at http://www.microbiome-bigdata.com/PHISDetector/index/.
DH, Kim, Ren C, Ryou C, and Li J. 2019. “Direct interaction of DNMT inhibitors to PrPC suppresses pathogenic process of prion”. Acta Pharmaceutica Sinica B.
The conversion of the normal cellular prion protein (PrPC) to the misfolded pathogenic scrapie prion protein (PrPSc) is the biochemical hallmark of prion replication. So far, various chemical compounds that inhibit this conformational conversion have been identified. Here, we report the novel anti-prion activity of SGI-1027 and its meta/meta analog (M/M), previously known only as potent inhibitors of DNA methyltransferases (DNMTs). These compounds effectively decreased the level of PrPSc in cultured cells with permanent prion infection, without affecting PrPC at the transcriptional or translational levels. Furthermore, SGI-1027 prevented effective prion infection of the cells. In a PrP aggregation assay, both SGI-1027 and M/M blocked the formation of misfolded PrP aggregates, implying that binding of these compounds hinders the PrP conversion process. A series of binding and docking analyses demonstrated that both SGI-1027 and M/M directly interacted with the C-terminal globular domain of PrPC, but only SGI-1027 bound to a specific region of PrPCwith high affinity, which correlates with its potent anti-prion efficacy. Therefore, we report SGI-1027 and related compounds as a novel class of potential anti-prion agents that preferentially function through direct interaction with PrPC.

2018

F*, Zhang, Zhao S*, Ren C*, Zhu Y, Zhou H, Lai Y, Zhou F, Jia Y, Zheng K, and Huang Z. 2018. “CRISPRminer is a knowledge base for exploring CRISPR-Cas systems in microbe and phage interactions”. Communications Biology 1 (180).
CRISPR-Cas systems not only play key roles in prokaryotic acquired immunity, but can also be adapted as powerful genome editing tools. Understanding the native role of CRISPR-Cas systems in providing adaptive immunity can lead to new CRISPR-based technologies. Here, we develop CRISPRminer, a knowledge base and web server to comprehensively collect and investigate the knowledge of CRISPR-Cas systems and generate instructive annotations, including CRISPR arrays and Cas protein annotation, CRISPR-Cas system classification, self-targeting events detection, microbe–phage interaction inference, and anti-CRISPR annotation. CRISPRminer is user-friendly and freely available at http://www.microbiome-bigdata.com/CRISPRminer.
H, Wu, and Ren C. 2018. “Strategies of Core Value Assessment for Innovative Pharmaceutical Projects 创新医药项目核心价值评估策略”. Progress in Pharmaceutical Sciences 药学进展 42 (2): 141-47.

The core value assessment for innovative pharmaceutical projects is the core work of product initiation, product licensing, investment, mergers and acquisitions in pharmaceutical industry. Multi-level analysis of core values of innovative medical projects from the aspects of unmet clinical needs, market capacity, competitive landscape, clinical success rate, data, intellectual property, and the implementation capacity of R&D team can help to evaluate the commercial prospects, innovation quality and the likelihood of future success of these projects, reducing the systematic risk in new drug R&D. The strategies of core value assessment for innovative pharmaceutical projects have been introduced in this paper.

创新性医药项目核心价值评估是医药行业产品立项、产品引进、投资并购的核心工作。从未满足临床需求、市场容量、竞争格局、临 床成功率、数据、知识产权、研发团队的推进能力等多层面分析创新性医药研发项目核心价值,可以判断该项目的未来商业化前景、创新水平 和质量、未来成功实现的可能性,从而降低新药研发的系统性风险。总结和介绍了创新医药项目核心价值评估的策略。

C*, Ren, Zhang G*, Han F, Fu S, Cao Y, Zhang F, Zhang Q, et al. 2018. “Spatially constrained tandem bromodomain inhibition bolsters sustained repression of BRD4 transcriptional activity for TNBC cell growth”. Proceedings of the National Academy of Sciences of the United States of America 115 (31): 7949-54.
The importance of BET protein BRD4 in gene transcription is well recognized through the study of chemical modulation of its characteristic tandem bromodomain (BrD) binding to lysine-acetylated histones and transcription factors. However, while monovalent inhibition of BRD4 by BET BrD inhibitors such as JQ1 blocks growth of hematopoietic cancers, it is much less effective generally in solid tumors. Here, we report a thienodiazepine-based bivalent BrD inhibitor, MS645, that affords spatially constrained tandem BrD inhibition and consequently sustained repression of BRD4 transcriptional activity in blocking proliferation of solid-tumor cells including a panel of triple-negative breast cancer (TNBC) cells. MS645 blocks BRD4 binding to transcription enhancer/mediator proteins MED1 and YY1 with potency superior to monovalent BET inhibitors, resulting in down-regulation of proinflammatory cytokines and genes for cell-cycle control and DNA damage repair that are largely unaffected by monovalent BrD inhibition. Our study suggests a therapeutic strategy to maximally control BRD4 activity for rapid growth of solid-tumor TNBC cells.

2017

T, Konuma, Yu D, Zhao C, Ju Y, Sharma R, Ren C, Zhang Q, Zhou MM, and Zeng L. 2017. “Structural Mechanism of the Oxygenase JMJD6 Recognition by the Extraterminal (ET) Domain of BRD4”. Scientific Reportsvolume 7 (16272).
Jumonji domain-containing protein 6 (JMJD6) is a member of the Jumonji C family of Fe(II) and 2-oxoglutarate (2OG) dependent oxygenases. It possesses unique bi-functional oxygenase activities, acting as both an arginine demethylase and a lysyl-hydroxylase. JMJD6 has been reported to be over-expressed in oral, breast, lung, and colon cancers and plays important roles in regulation of transcription through interactions with transcription regulator BRD4, histones, U2AF65, Luc7L3, and SRSF11. Here, we report a structural mechanism revealed by NMR of JMJD6 recognition by the extraterminal (ET) domain of BRD4 in that a JMJD6 peptide (Lys84-Asn96) adapts an α-helix when bound to the ET domain. This intermolecular recognition is established through JMJD6 interactions with the conserved hydrophobic core of the ET domain, and reinforced by electrostatic interactions of JMJD6 with residues in the inter-helical α1-α2 loop of the ET domain. Notably, this mode of ligand recognition is different from that of ET domain recognition of NSD3, LANA of herpesvirus, and integrase of MLV, which involves formation of an intermolecular amphipathic two- or three- strand antiparallel β sheet. Furthermore, we demonstrate that the association between the BRD4 ET domain and JMJD6 likely requires a protein conformational change induced by single-stranded RNA binding.
KL, Cheung, Zhang F, Jaganathan A, Sharma R, Zhang Q, Konuma T, Shen T, et al. 2017. “Distinct Roles of Brd2 and Brd4 in Potentiating the Transcriptional Program for Th17 Cell Differentiation”. Molecular Cell 65 (6): 1068-1080.e5.

The BET proteins are major transcriptional regulators and have emerged as new drug targets, but their functional distinction has remained elusive. In this study, we report that the BET family members Brd2 and Brd4 exert distinct genomic functions at genes whose transcription they co-regulate during mouse T helper 17 (Th17) cell differentiation. Brd2 is associated with the chromatin insulator CTCF and the cohesin complex to support cis-regulatory enhancer assembly for gene transcriptional activation. In this context, Brd2 binds the transcription factor Stat3 in an acetylation-sensitive manner and facilitates Stat3 recruitment to active enhancers occupied with transcription factors Irf4 and Batf. In parallel, Brd4 temporally controls RNA polymerase II (Pol II) processivity during transcription elongation through cyclin T1 and Cdk9 recruitment and Pol II Ser2 phosphorylation. Collectively, our study uncovers both separate and interdependent Brd2 and Brd4 functions in potentiating the genetic program required for Th17 cell development and adaptive immunity.

2016

F, Zhang, Ren C, Lau KK, Zheng Z, Lu G, Yi Z, Zhao Y, et al. 2016. “A network medicine approach to build a comprehensive atlas for the prognosis of human cancer”. Briefings in Bioinformatics 17 (6): 1044-59.
The Cancer Genome Atlas project has generated multi-dimensional and highly integrated genomic data from a large number of patient samples with detailed clinical records across many cancer types, but it remains unclear how to best integrate the massive amount of genomic data into clinical practice. We report here our methodology to build a multi-dimensional subnetwork atlas for cancer prognosis to better investigate the potential impact of multiple genetic and epigenetic (gene expression, copy number variation, microRNA expression and DNA methylation) changes on the molecular states of networks that in turn affects complex cancer survivorship. We uncover an average of 38 novel subnetworks in the protein–protein interaction network that correlate with prognosis across four prominent cancer types. The clinical utility of these subnetwork biomarkers was further evaluated by prognostic impact evaluation, functional enrichment analysis, drug target annotation, tumor stratification and independent validation. Some pathways including the dynactin, cohesion and pyruvate dehydrogenase-related subnetworks are identified as promising new targets for therapy in specific cancer types. In conclusion, this integrative analysis of existing protein interactome and cancer genomics data allows us to systematically dissect the molecular mechanisms that underlie unexpected outcomes for cancer, which could be used to better understand and predict clinical outcomes, optimize treatment and to provide new opportunities for developing therapeutics related to the subnetworks identified.