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Wang J, Zhang C, Huang Y, Ruan Y, Hu Y, Wang J, Wang F, Yu M, Xu Y, Liu L, Cheng Y, Yang R, Dong Y, Wang J, Yang Y, Xiong J, Tian Y, Gao Q, Zhang J, Jian R. Parallel Genome-Wide CRISPR Screens to Identify State-Dependent Self-Renewal Regulators of Mouse Embryonic Stem Cells. Stem Cells Dev 2023; 32:450-464. [PMID: 37166379 DOI: 10.1089/scd.2023.0053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023] Open
Abstract
The pluripotency of embryonic stem cells (ESCs) is more accurately viewed as a continuous developmental process rather than a fixed state. However, the factors that play general or state-specific roles in regulating self-renewal in different pluripotency states remain poorly defined. In this study, parallel genome-wide CRISPR/Cas9 knockout (KO) screens were applied in ESCs cultured in the serum plus LIF (SL) and in the 2i plus LIF (2iL) conditions. The candidate genes were classified into seven groups based on their positive or negative effects on self-renewal, and whether this effect was general or state-specific for ESCs under SL and 2iL culture conditions. We characterized the expression and function of genes in these seven groups. The loss of function of novel pluripotent candidate genes Usp28, Zfp598, and Zfp296 was further evaluated in mouse ESCs. Consistent with our screen, the knockout of Usp28 promotes the proliferation of SL-ESCs and 2iL-ESCs, whereas Zfp598 is indispensable for the self-renewal of ESCs under both culture conditions. The cell phenotypes of Zfp296 KO ESCs under SL and 2iL culture conditions were different. Our work provided a valuable resource for dissecting the molecular regulation of ESC self-renewal in different pluripotency states.
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Affiliation(s)
- Jiangjun Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
- Department of Cell Biology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Chen Zhang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Yi Huang
- Biomedical Analysis Center, Army Medical University, Chongqing, China
| | - Yan Ruan
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Yan Hu
- Department of Military Basic Training and Army Management, Army Health Service Training Base, Army Medical University, Chongqing, China
| | - Jiaqi Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
- Department of Pathophysiology, College of High-Altitude Military Medicine, Army Medical University, Chongqing, China
| | - Fengsheng Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
- State Key Laboratory of NBC Protection for Civilian, Beijing, China
| | - Meng Yu
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
- Department of Joint Surgery, Southwest Hospital, the First Hospital Affiliated to Army Medical University, Chongqing, China
| | - Yixiao Xu
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Lianlian Liu
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Yuda Cheng
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Ran Yang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
- Department of Pathophysiology, College of High-Altitude Military Medicine, Army Medical University, Chongqing, China
| | - Yutong Dong
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
- Department of Military Basic Training and Army Management, Army Health Service Training Base, Army Medical University, Chongqing, China
| | - Jiali Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Yi Yang
- Experimental Center of Basic Medicine, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Jiaxiang Xiong
- Experimental Center of Basic Medicine, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Yanping Tian
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Qiangguo Gao
- Department of Cell Biology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Junlei Zhang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Rui Jian
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, China
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Baral I, Shirude MB, Jothi DL, Mukherjee A, Dutta D. Characterization of a Distinct State in the Continuum of Pluripotency Facilitated by Inhibition of PKCζ in Mouse Embryonic Stem Cells. Stem Cell Rev Rep 2023; 19:1098-1115. [PMID: 36781773 DOI: 10.1007/s12015-023-10513-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/26/2023] [Indexed: 02/15/2023]
Abstract
Inhibition of PKC (PKCi) signaling maintains pluripotency of embryonic stem cells (ESCs) across different mammalian species. However, the position of PKCi maintained ESCs in the pluripotency continuum is largely unknown. Here we demonstrate that mouse ESCs when cultured continuously, with PKCi, for 75 days are retained in naïve state of pluripotency. Gene expression analysis and proteomics studies demonstrated enhanced naïve character of PKCi maintained ESCs in comparison to classical serum/LIF (S/L) supported ESCs. Molecular analysis revealed that activation of PKCζ isoform associate with primed state of pluripotency, present in epiblast-like stem cells generated in vitro while inhibition of PKCζ phosphorylation associated with naïve state of pluripotency in vitro and in vivo. Phosphoproteomics and chromatin modification enzyme array based studies showed loss in DNA methyl transferase 3B (DNMT3B) and its phosphorylation level upon functional inhibition of PKCζ as one of the crucial components of this regulatory pathway. Unlike ground state of pluripotency maintained by MEK/GSK3 inhibitor in addition to LIF (2i/LIF), loss in DNMT3B is a reversible phenomenon in PKCi maintained ESCs. Absence of phosphorylation of c-MYC, RAF1, SPRY4 while presence of ERF, DUSP6, CIC and YAP1 phosphorylation underlined the phosphoproteomics signature of PKCi mediated maintenance of naïve pluripotency. States of pluripotency represent the developmental continuum and the existence of PKCi mediated mouse ESCs in a distinct state in the continuum of pluripotency (DiSCo) might contribute to the establishment of stages of murine embryonic development that were non-permissible till date.
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Affiliation(s)
- Ishita Baral
- Regenerative Biology Program, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, 695014, Kerala, India.,Manipal Academy of Higher Education, Karnataka State, Manipal, 576104, India
| | - Mayur Balkrishna Shirude
- Regenerative Biology Program, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, 695014, Kerala, India.,Manipal Academy of Higher Education, Karnataka State, Manipal, 576104, India
| | - Dhana Lakshmi Jothi
- Regenerative Biology Program, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, 695014, Kerala, India
| | - Ananda Mukherjee
- Cancer Biology Program, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, 695014, Kerala, India
| | - Debasree Dutta
- Regenerative Biology Program, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, 695014, Kerala, India.
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van Mierlo G, Vermeulen M. Chromatin Proteomics to Study Epigenetics - Challenges and Opportunities. Mol Cell Proteomics 2021; 20:100056. [PMID: 33556626 PMCID: PMC7973309 DOI: 10.1074/mcp.r120.002208] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Regulation of gene expression is essential for the functioning of all eukaryotic organisms. Understanding gene expression regulation requires determining which proteins interact with regulatory elements in chromatin. MS-based analysis of chromatin has emerged as a powerful tool to identify proteins associated with gene regulation, as it allows studying protein function and protein complex formation in their in vivo chromatin-bound context. Total chromatin isolated from cells can be directly analyzed using MS or further fractionated into transcriptionally active and inactive chromatin prior to MS-based analysis. Newly formed chromatin that is assembled during DNA replication can also be specifically isolated and analyzed. Furthermore, capturing specific chromatin domains facilitates the identification of previously unknown transcription factors interacting with these domains. Finally, in recent years, advances have been made toward identifying proteins that interact with a single genomic locus of interest. In this review, we highlight the power of chromatin proteomics approaches and how these provide complementary alternatives compared with conventional affinity purification methods. Furthermore, we discuss the biochemical challenges that should be addressed to consolidate and expand the role of chromatin proteomics as a key technology in the context of gene expression regulation and epigenetics research in health and disease. An overview of proteomics methods to study chromatin and gene regulation. Strength and limitations of the different approaches are highlighted. An outlook on the outstanding challenges for chromatin proteomics. Future directions for chromatin proteomics are discussed.
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Affiliation(s)
- Guido van Mierlo
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Oncode Institute, Radboud University Nijmegen, Nijmegen, the Netherlands.
| | - Michiel Vermeulen
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Oncode Institute, Radboud University Nijmegen, Nijmegen, the Netherlands.
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Preston GW, Yang L, Phillips DH, Maier CS. Visualisation tools for dependent peptide searches to support the exploration of in vitro protein modifications. PLoS One 2020; 15:e0235263. [PMID: 32639981 PMCID: PMC7343161 DOI: 10.1371/journal.pone.0235263] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 06/11/2020] [Indexed: 01/16/2023] Open
Abstract
Dependent peptide searching is a method for discovering covalently-modified peptides-and therefore proteins-in mass-spectrometry-based proteomics experiments. Being more permissive than standard search methods, it has the potential to discover novel modifications (e.g., post-translational modifications occurring in vivo, or modifications introduced in vitro). However, few studies have explored dependent peptide search results in an untargeted way. In the present study, we sought to evaluate dependent peptide searching as a means of characterising proteins that have been modified in vitro. We generated a model data set by analysing N-ethylmaleimide-treated bovine serum albumin, and performed dependent peptide searches using the popular MaxQuant software. To facilitate interpretation of the search results (hundreds of dependent peptides), we developed a series of visualisation tools (R scripts). We used the tools to assess the diversity of putative modifications in the albumin, and to pinpoint hypothesised modifications. We went on to explore the tools' generality via analyses of public data from studies of rat and human proteomes. Of 19 expected sites of modification (one in rat cofilin-1 and 18 across six different human plasma proteins), eight were found and correctly localised. Apparently, some sites went undetected because chemical enrichment had depleted necessary analytes (potential 'base' peptides). Our results demonstrate (i) the ability of the tools to provide accurate and informative visualisations, and (ii) the usefulness of dependent peptide searching for characterising in vitro protein modifications. Our model data are available via PRIDE/ProteomeXchange (accession number PXD013040).
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Affiliation(s)
- George W. Preston
- Department of Analytical, MRC-PHE Centre for Environment & Health, Environmental & Forensic Sciences, School of Population Health & Environmental Sciences, Faculty of Life Sciences & Medicine, King’s College London, London, England, United Kingdom
- Department of Chemistry, Oregon State University, Corvallis, OR, United States of America
| | - Liping Yang
- Department of Chemistry, Oregon State University, Corvallis, OR, United States of America
| | - David H. Phillips
- Department of Analytical, MRC-PHE Centre for Environment & Health, Environmental & Forensic Sciences, School of Population Health & Environmental Sciences, Faculty of Life Sciences & Medicine, King’s College London, London, England, United Kingdom
| | - Claudia S. Maier
- Department of Chemistry, Oregon State University, Corvallis, OR, United States of America
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Modic M, Cacchiarelli D, Ten Berge D. Integrative biology studies in pluripotent stem cells. Stem Cell Res 2019; 42:101686. [PMID: 31887610 DOI: 10.1016/j.scr.2019.101686] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Affiliation(s)
- Miha Modic
- The Francis Crick Institute, London NW1 1AT, UK; Department for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London WC1N 3BG, UK.
| | - Davide Cacchiarelli
- Telethon Institute of Genetics and Medicine (TIGEM), Armenise/Harvard Laboratory of Integrative Genomics, Pozzuoli, Italy; Department of Translational Medicine, University of Naples "Federico II", Naples, Italy.
| | - Derk Ten Berge
- Department of Cell Biology, Erasmus MC, University Medical Center Rotterdam, Postbus 2040, 3000 CA Rotterdam, The Netherlands.
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Kumar B, Elsässer SJ. Quantitative Multiplexed ChIP Reveals Global Alterations that Shape Promoter Bivalency in Ground State Embryonic Stem Cells. Cell Rep 2019; 28:3274-3284.e5. [PMID: 31533047 PMCID: PMC6859498 DOI: 10.1016/j.celrep.2019.08.046] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 06/18/2019] [Accepted: 08/13/2019] [Indexed: 02/06/2023] Open
Abstract
To understand the epigenomic foundation of naive pluripotency, we implement a quantitative multiplexed chromatin immunoprecipitation sequencing (ChIP-seq) method comparing mouse embryonic stem cells (ESCs) grown in 2i versus 2i/serum and serum conditions. MINUTE-ChIP has a large linear dynamic range for accurately quantifying relative differences in genome-wide histone modification patterns across multiple pooled samples. We find compelling evidence for a broad H3 lysine 27 trimethylation (H3K27me3) hypermethylation of the genome, while bivalent promoters stably retain high H3K27me3 levels in 2i. We show that DNA hypomethylation, as observed in 2i, is a contributor to genome-wide gain of H3K27me3, while active demethylation by JMJD3/UTX counteracts further accumulation of H3K27me3. In parallel, we find hypomethylation of H3 lysine 4 trimethylation (H3K4me3), particularly at bivalent promoters, to be a characteristic of the 2i ground state. Serum stimulates H3K4me3 independent of GSK-3b and ERK signaling, suggesting that low H3K4me3 and high H3K27me3 levels at bivalent promoters are a product of two independent mechanisms that safeguard naive pluripotency.
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Affiliation(s)
- Banushree Kumar
- Science for Life Laboratory, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 17165 Stockholm, Sweden; Ming Wai Lau Centre for Reparative Medicine, Stockholm Node, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Simon J Elsässer
- Science for Life Laboratory, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 17165 Stockholm, Sweden; Ming Wai Lau Centre for Reparative Medicine, Stockholm Node, Karolinska Institutet, 17177 Stockholm, Sweden.
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van Mierlo G, Wester RA, Marks H. A Mass Spectrometry Survey of Chromatin-Associated Proteins in Pluripotency and Early Lineage Commitment. Proteomics 2019; 19:e1900047. [PMID: 31219242 DOI: 10.1002/pmic.201900047] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Revised: 06/07/2019] [Indexed: 12/12/2022]
Abstract
Pluripotency can be captured in vitro in the form of Embryonic Stem Cells (ESCs). These ESCs can be either maintained in the unrestricted "naïve" state of pluripotency, adapted to developmentally more constrained "primed" pluripotency or differentiated towards each of the three germ layers. Epigenetic protein complexes and transcription factors have been shown to specify and instruct transitions from ESCs to distinct cell states. In this study, proteomic profiling of the chromatin landscape by chromatin enrichment for proteomics (ChEP) is used in mouse naive pluripotent ESCs, primed pluripotent Epiblast stem cells (EpiSCs), and cells in early stages of differentiation. A comprehensive overview of epigenetic protein complexes associated with the chromatin is provided and proteins associated with the maintenance and loss of pluripotency are identified. The data reveal major compositional alterations of epigenetic complexes during priming and differentiation of naïve pluripotent ESCs. These results contribute to the understanding of ESC differentiation and provide a framework for future studies of lineage commitment of ESCs.
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Affiliation(s)
- Guido van Mierlo
- Department of Molecular Biology, Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University, Nijmegen, 6525GA, The Netherlands.,Department of Molecular Biology, Radboud Institute for Molecular Life Sciences (RIMLS), Oncode Institute, Radboud University, Nijmegen, 6525GA, The Netherlands
| | - Roelof Alexander Wester
- Department of Molecular Biology, Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University, Nijmegen, 6525GA, The Netherlands
| | - Hendrik Marks
- Department of Molecular Biology, Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University, Nijmegen, 6525GA, The Netherlands
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