1
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Zhang Y, Dali R, Blanchette M. RobusTAD: reference panel based annotation of nested topologically associating domains. Genome Biol 2025; 26:129. [PMID: 40390127 PMCID: PMC12087246 DOI: 10.1186/s13059-025-03568-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 04/04/2025] [Indexed: 05/21/2025] Open
Abstract
Topologically associating domains (TADs) are fundamental units of 3D genomes and play essential roles in gene regulation. Hi-C data suggests a hierarchical organization of TADs. Accurately annotating nested TADs from Hi-C data remains challenging, both in terms of the precise identification of boundaries and the correct inference of hierarchies. While domain boundary is relatively well conserved across cells, few approaches have taken advantage of this fact. Here, we present RobusTAD to annotate TAD hierarchies. It incorporates additional Hi-C data to refine boundaries annotated from the study sample. RobusTAD outperforms existing tools at boundary and domain annotation across several benchmarking tasks.
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Affiliation(s)
- Yanlin Zhang
- School of Computer Science, Mcgill University, Montréal, Canada
| | - Rola Dali
- School of Computer Science, Mcgill University, Montréal, Canada
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2
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Georgiades E, Harrold C, Roberts N, Kassouf M, Riva SG, Sanders E, Downes D, Francis HS, Blayney J, Oudelaar AM, Milne TA, Higgs D, Hughes JR. Active regulatory elements recruit cohesin to establish cell specific chromatin domains. Sci Rep 2025; 15:11780. [PMID: 40189615 PMCID: PMC11973168 DOI: 10.1038/s41598-025-96248-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Accepted: 03/26/2025] [Indexed: 04/09/2025] Open
Abstract
As the 3D structure of the genome is analysed at ever increasing resolution it is clear that there is considerable variation in the 3D chromatin architecture across different cell types. It has been proposed that this may, in part, be due to increased recruitment of cohesin to activated cis-elements (enhancers and promoters) leading to cell-type specific loop extrusion underlying the formation of new sub-TADs. Here we show that cohesin correlates well with the presence of active enhancers and that this varies in an allele-specific manner with the presence or absence of polymorphic enhancers which vary from one individual to another. Using the alpha globin cluster as a model, we show that when all enhancers are removed, peaks of cohesin disappear from these regions and the erythroid specific sub-TAD is no longer formed. Re-insertion of the major alpha globin enhancer (R2) is associated with re-establishment of recruitment and increased interactions. In complementary experiments insertion of the R2 enhancer element into a "neutral" region of the genome recruits cohesin, induces transcription and creates a new large (75 kb) erythroid-specific domain. Together these findings support the proposal that active enhancers recruit cohesin, stimulate loop extrusion and promote the formation of cell specific sub-TADs.
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Affiliation(s)
- Emily Georgiades
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Caroline Harrold
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Nigel Roberts
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Mira Kassouf
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Simone G Riva
- MRC WIMM Centre for Computational Biology, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Edward Sanders
- MRC WIMM Centre for Computational Biology, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Damien Downes
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Helena S Francis
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Joseph Blayney
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - A Marieke Oudelaar
- Max Planck Institute for Multidisciplinary Sciences, Am Fassberg 11, 37077, Göttingen, Germany
| | - Thomas A Milne
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Douglas Higgs
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
- Chinese Academy of Medical Sciences Oxford Institute, University of Oxford, Oxford, UK.
| | - Jim R Hughes
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
- MRC WIMM Centre for Computational Biology, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
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3
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Liang H, Berger B, Singh R. Tracing the Shared Foundations of Gene Expression and Chromatin Structure. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.31.646349. [PMID: 40235997 PMCID: PMC11996408 DOI: 10.1101/2025.03.31.646349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
The three-dimensional organization of chromatin into topologically associating domains (TADs) may impact gene regulation by bringing distant genes into contact. However, many questions about TADs' function and their influence on transcription remain unresolved due to technical limitations in defining TAD boundaries and measuring the direct effect that TADs have on gene expression. Here, we develop consensus TAD maps for human and mouse with a novel "bag-of-genes" approach for defining the gene composition within TADs. This approach enables new functional interpretations of TADs by providing a way to capture species-level differences in chromatin organization. We also leverage a generative AI foundation model computed from 33 million transcriptomes to define contextual similarity, an embedding-based metric that is more powerful than co-expression at representing functional gene relationships. Our analytical framework directly leads to testable hypotheses about chromatin organization across cellular states. We find that TADs play an active role in facilitating gene co-regulation, possibly through a mechanism involving transcriptional condensates. We also discover that the TAD-linked enhancement of transcriptional context is strongest in early developmental stages and systematically declines with aging. Investigation of cancer cells show distinct patterns of TAD usage that shift with chemotherapy treatment, suggesting specific roles for TAD-mediated regulation in cellular development and plasticity. Finally, we develop "TAD signatures" to improve statistical analysis of single-cell transcriptomic data sets in predicting cancer cell-line drug response. These findings reshape our understanding of cellular plasticity in development and disease, indicating that chromatin organization acts through probabilistic mechanisms rather than deterministic rules. Software availability https://singhlab.net/tadmap.
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Nagano M, Hansen AS. Distance matters: How protein regulators facilitate enhancer-promoter interactions and transcription. CELL GENOMICS 2025; 5:100817. [PMID: 40081334 PMCID: PMC11960513 DOI: 10.1016/j.xgen.2025.100817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2025] [Revised: 02/24/2025] [Accepted: 02/24/2025] [Indexed: 03/16/2025]
Abstract
Cohesin, transcription factors (TFs), and mediator complex components regulate gene expression partly by regulating enhancer-promoter (E-P) communication. A new study combined E-P distance-controlled reporter screens with the inhibition or degradation of regulatory proteins and uncovered a distance-dependent effect across cohesin, TFs, and mediator complex components.
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Affiliation(s)
- Masahiro Nagano
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, MA 02139, USA; The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Koch Institute for Integrative Cancer Research, Cambridge, MA 02139, USA; Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Anders S Hansen
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, MA 02139, USA; The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Koch Institute for Integrative Cancer Research, Cambridge, MA 02139, USA.
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5
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Brunner A, Morero NR, Zhang W, Hossain MJ, Lampe M, Pflaumer H, Halavatyi A, Peters JM, Beckwith KS, Ellenberg J. Quantitative imaging of loop extruders rebuilding interphase genome architecture after mitosis. J Cell Biol 2025; 224:e202405169. [PMID: 39786339 PMCID: PMC11716112 DOI: 10.1083/jcb.202405169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 09/14/2024] [Accepted: 12/02/2024] [Indexed: 01/12/2025] Open
Abstract
How cells establish the interphase genome organization after mitosis is incompletely understood. Using quantitative and super-resolution microscopy, we show that the transition from a Condensin to a Cohesin-based genome organization occurs dynamically over 2 h. While a significant fraction of Condensins remains chromatin-bound until early G1, Cohesin-STAG1 and its boundary factor CTCF are rapidly imported into daughter nuclei in telophase, immediately bind chromosomes as individual complexes, and are sufficient to build the first interphase TAD structures. By contrast, the more abundant Cohesin-STAG2 accumulates on chromosomes only gradually later in G1, is responsible for compaction inside TAD structures, and forms paired complexes upon completed nuclear import. Our quantitative time-resolved mapping of mitotic and interphase loop extruders in single cells reveals that the nested loop architecture formed by the sequential action of two Condensins in mitosis is seamlessly replaced by a less compact but conceptually similar hierarchically nested loop architecture driven by the sequential action of two Cohesins.
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Affiliation(s)
- Andreas Brunner
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Collaboration for Joint PhD Degree Between EMBL and Heidelberg University, Faculty of Biosciences, Heidelberg, Germany
| | - Natalia Rosalía Morero
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Wanlu Zhang
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - M. Julius Hossain
- Centre for Cancer Immunology, University of Southampton, Southampton, UK
| | - Marko Lampe
- Advanced Light Microscopy Facility, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Hannah Pflaumer
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Aliaksandr Halavatyi
- Advanced Light Microscopy Facility, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Jan-Michael Peters
- Research Institute of Molecular Pathology, Vienna BioCenter, Vienna, Austria
| | - Kai S. Beckwith
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Department of Biomedical Laboratory Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Jan Ellenberg
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Science for Life Laboratory (SciLifeLab), Solna, Sweden
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6
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Athans SR, Withers H, Stablewski A, Gurova K, Ohm J, Woloszynska A. STAG2 expression imparts distinct therapeutic vulnerabilities in muscle-invasive bladder cancer cells. Oncogenesis 2025; 14:4. [PMID: 40025053 PMCID: PMC11873148 DOI: 10.1038/s41389-025-00548-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 01/14/2025] [Accepted: 02/14/2025] [Indexed: 03/04/2025] Open
Abstract
Expression of stromal antigen 2 (STAG2), a member of the cohesin complex, is associated with aggressive tumor characteristics and worse clinical outcomes in muscle invasive bladder cancer (MIBC) patients. The mechanism by which STAG2 acts in a pro-oncogenic manner in bladder cancer remains unknown. Due to this elusive role of STAG2, targetable vulnerabilities based on STAG2 expression have not yet been identified. In the current study, we sought to uncover therapeutic vulnerabilities of muscle invasive bladder cancer cells based on the expression of STAG2. Using CRISPR-Cas9, we generated isogenic STAG2 wild-type (WT) and knock out (KO) cell lines and treated each cell line with a panel of 312 anti-cancer compounds. We identified 100 total drug hits and found that STAG2 KO sensitized cells to treatment with PLK1 inhibitor rigosertib, whereas STAG2 KO protected cells from treatment with MEK inhibitor TAK-733 and PI3K inhibitor PI-103. After querying drug sensitivity data of over 4500 drugs in 24 bladder cancer cell lines from the DepMap database, we found that cells with less STAG2 mRNA expression are more sensitive to ATR and CHK inhibition. In dose-response studies, STAG2 KO cells are more sensitive to the ATR inhibitor berzosertib, whereas STAG2 WT cells are more sensitive to PI3K inhibitor PI-103. These results, in combination with RNA-seq analysis of STAG2-regulated genes, suggest a novel role of STAG2 in regulating PI3K signaling in bladder cancer cells. Finally, synergy experiments revealed that berzosertib exhibits significant synergistic cytotoxicity in combination with cisplatin against MIBC cells. Altogether, our study presents evidence that berzosertib, PI-103, and the combination of berzosertib with cisplatin may be novel opportunities to investigate as precision medicine approaches for MIBC patients based on STAG2 tumor expression.
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Affiliation(s)
- Sarah R Athans
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Henry Withers
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Aimee Stablewski
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Katerina Gurova
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Joyce Ohm
- Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Anna Woloszynska
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
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7
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Hao J, Wang Z, Ren J, Cao S, Xie Z, Yang J, Li J, Ding W, Li J, Han Z, Yuan Y, Hai T, Ding S, Zhang MQ, Shi M. Single-cell multi-omics deciphers hepatocyte dedifferentiation and illuminates maintenance strategies. Cell Prolif 2025; 58:e13772. [PMID: 39810466 PMCID: PMC11882756 DOI: 10.1111/cpr.13772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 10/09/2024] [Accepted: 10/29/2024] [Indexed: 01/16/2025] Open
Abstract
Due to the similarity to human hepatocytes, porcine hepatocytes play an important role in hepatic research and drug evaluation. However, once hepatocytes were cultured in vitro, it was often prone to dedifferentiate, resulting in the loss of their characteristic features and normal functions, which impede their application in liver transplantation and hepatotoxic drugs evaluation. Up to now, this process has yet to be thoroughly investigated from the single-cell resolution and multi-omics perspective. In this study, we utilized 10× multiome technology to dissect the heterogeneity of porcine hepatocytes at different time points (Days 0, 1, 3, 5 and 7) during dedifferentiation. We comprehensively investigated cell heterogeneity, cellular dynamics, signalling pathways, potential gene targets, enhancer-driven gene regulatory networks, cell-cell communications of these cells and the conservation of mechanisms across species. We found that a series of critical signalling pathways driven by ERK, PI3K, Src and TGF-β were activated during this process, especially in the early stage of dedifferentiation. Based on these discoveries, we constructed a chemical combination targeting these pathways, which effectively inhibited the dedifferentiation of porcine hepatocytes in vitro. To validate the effectiveness of this combination, we transplanted such treated hepatocytes into FRGN mice, and the results demonstrated that these cells could effectively repopulate the liver and improve the survival of mice.
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Affiliation(s)
- Jie Hao
- School of Pharmaceutical SciencesTsinghua UniversityBeijingChina
| | - Zhenyi Wang
- MOE Key Laboratory of Bioinformatics, Beijing National Research Center for Information Science and Technology, Bioinformatics DivisionTsinghua UniversityBeijingChina
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai)Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Jilong Ren
- Key Laboratory of Organ Regeneration and ReconstructionState Key Laboratory of Stem Cell and Reproductive BiologyInstitute of ZoologyChinese Academy of SciencesBeijingChina
- Beijing Farm Animal Research Center, Institute of ZoologyChinese Academy of SciencesBeijingChina
| | - Shenghao Cao
- Institute of Image Processing and Pattern RecognitionShanghai Jiao Tong UniversityShanghaiChina
- Key Laboratory of System Control and Information ProcessingMinistry of Education of ChinaShanghaiChina
| | - Zhongchen Xie
- School of Life SciencesTsinghua UniversityBeijingChina
| | - Jinghuan Yang
- School of Pharmaceutical SciencesTsinghua UniversityBeijingChina
| | - Jiachen Li
- State Key Laboratory of Biopharmaceutical Preparation and DeliveryInstitute of Process EngineeringChinese Academy of SciencesBeijingChina
| | - Weizhe Ding
- School of Pharmaceutical SciencesTsinghua UniversityBeijingChina
| | - Jie Li
- Key Laboratory of Organ Regeneration and ReconstructionState Key Laboratory of Stem Cell and Reproductive BiologyInstitute of ZoologyChinese Academy of SciencesBeijingChina
- Beijing Farm Animal Research Center, Institute of ZoologyChinese Academy of SciencesBeijingChina
| | - Zhiqiang Han
- Key Laboratory of Organ Regeneration and ReconstructionState Key Laboratory of Stem Cell and Reproductive BiologyInstitute of ZoologyChinese Academy of SciencesBeijingChina
- Beijing Farm Animal Research Center, Institute of ZoologyChinese Academy of SciencesBeijingChina
| | - Ye Yuan
- State Key Laboratory of Biopharmaceutical Preparation and DeliveryInstitute of Process EngineeringChinese Academy of SciencesBeijingChina
| | - Tang Hai
- Key Laboratory of Organ Regeneration and ReconstructionState Key Laboratory of Stem Cell and Reproductive BiologyInstitute of ZoologyChinese Academy of SciencesBeijingChina
- Beijing Farm Animal Research Center, Institute of ZoologyChinese Academy of SciencesBeijingChina
| | - Sheng Ding
- School of Pharmaceutical SciencesTsinghua UniversityBeijingChina
| | - Michael Q. Zhang
- MOE Key Laboratory of Bioinformatics, Beijing National Research Center for Information Science and Technology, Bioinformatics DivisionTsinghua UniversityBeijingChina
- Department of Biological Sciences, Center for Systems BiologyThe University of TexasRichardsonTexasUSA
| | - Minglei Shi
- MOE Key Laboratory of Bioinformatics, Beijing National Research Center for Information Science and Technology, Bioinformatics DivisionTsinghua UniversityBeijingChina
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8
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Selivanovskiy AV, Molodova MN, Khrameeva EE, Ulianov SV, Razin SV. Liquid condensates: a new barrier to loop extrusion? Cell Mol Life Sci 2025; 82:80. [PMID: 39976773 PMCID: PMC11842697 DOI: 10.1007/s00018-024-05559-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 12/04/2024] [Accepted: 12/20/2024] [Indexed: 02/23/2025]
Abstract
Liquid-liquid phase separation (LLPS), driven by dynamic, low-affinity multivalent interactions of proteins and RNA, results in the formation of macromolecular condensates on chromatin. These structures are likely to provide high local concentrations of effector factors responsible for various processes including transcriptional regulation and DNA repair. In particular, enhancers, super-enhancers, and promoters serve as platforms for condensate assembly. In the current paradigm, enhancer-promoter (EP) interaction could be interpreted as a result of enhancer- and promoter-based condensate contact/fusion. There is increasing evidence that the spatial juxtaposition of enhancers and promoters could be provided by loop extrusion (LE) by SMC complexes. Here, we propose that condensates may act as barriers to LE, thereby contributing to various nuclear processes including spatial contacts between regulatory genomic elements.
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Affiliation(s)
- Arseniy V Selivanovskiy
- Institute of Gene Biology, Russian Academy of Sciences, 119334, Moscow, Russia
- Faculty of Biology, M.V. Lomonosov Moscow State University, 119234, Moscow, Russia
| | - Maria N Molodova
- Institute of Gene Biology, Russian Academy of Sciences, 119334, Moscow, Russia
- Skolkovo Institute of Science and Technology, 121205, Moscow, Russia
| | | | - Sergey V Ulianov
- Institute of Gene Biology, Russian Academy of Sciences, 119334, Moscow, Russia
- Faculty of Biology, M.V. Lomonosov Moscow State University, 119234, Moscow, Russia
| | - Sergey V Razin
- Institute of Gene Biology, Russian Academy of Sciences, 119334, Moscow, Russia.
- Faculty of Biology, M.V. Lomonosov Moscow State University, 119234, Moscow, Russia.
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9
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Scott JS, Al Ayadi L, Epeslidou E, van Scheppingen RH, Mukha A, Kaaij LJT, Lutz C, Prekovic S. Emerging roles of cohesin-STAG2 in cancer. Oncogene 2025; 44:277-287. [PMID: 39613934 DOI: 10.1038/s41388-024-03221-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Revised: 10/30/2024] [Accepted: 11/04/2024] [Indexed: 12/01/2024]
Abstract
Cohesin, a crucial regulator of genome organisation, plays a fundamental role in maintaining chromatin architecture as well as gene expression. Among its subunits, STAG2 stands out because of its frequent deleterious mutations in various cancer types, such as bladder cancer and melanoma. Loss of STAG2 function leads to significant alterations in chromatin structure, disrupts transcriptional regulation, and impairs DNA repair pathways. In this review, we explore the molecular mechanisms underlying cohesin-STAG2 function, highlighting its roles in healthy cells and its contributions to cancer biology, showing how STAG2 dysfunction promotes tumourigenesis and presents opportunities for targeted therapeutic interventions.
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Affiliation(s)
- Julia S Scott
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands
| | - Loubna Al Ayadi
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands
| | | | | | - Anna Mukha
- Department of Medical BioSciences, RadboudUMC, Nijmegen, The Netherlands
| | - Lucas J T Kaaij
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands
| | - Catrin Lutz
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Stefan Prekovic
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands.
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10
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Ray-Jones H, Sung CK, Chan LT, Haglund A, Artemov P, Della Rosa M, Ruje L, Burden F, Kreuzhuber R, Litovskikh A, Weyenbergh E, Brusselaers Z, Tan VXH, Frontini M, Wallace C, Malysheva V, Bottolo L, Vigorito E, Spivakov M. Genetic coupling of enhancer activity and connectivity in gene expression control. Nat Commun 2025; 16:970. [PMID: 39870618 PMCID: PMC11772589 DOI: 10.1038/s41467-025-55900-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 01/03/2025] [Indexed: 01/29/2025] Open
Abstract
Gene enhancers often form long-range contacts with promoters, but it remains unclear if the activity of enhancers and their chromosomal contacts are mediated by the same DNA sequences and recruited factors. Here, we study the effects of expression quantitative trait loci (eQTLs) on enhancer activity and promoter contacts in primary monocytes isolated from 34 male individuals. Using eQTL-Capture Hi-C and a Bayesian approach considering both intra- and inter-individual variation, we initially detect 19 eQTLs associated with enhancer-eGene promoter contacts, most of which also associate with enhancer accessibility and activity. Capitalising on these shared effects, we devise a multi-modality Bayesian strategy, identifying 629 "trimodal QTLs" jointly associated with enhancer accessibility, eGene promoter contact, and gene expression. Causal mediation analysis and CRISPR interference reveal causal relationships between these three modalities. Many detected QTLs overlap disease susceptibility loci and influence the predicted binding of myeloid transcription factors, including SPI1, GABPB and STAT3. Additionally, a variant associated with PCK2 promoter contact directly disrupts a CTCF binding motif and impacts promoter insulation from downstream enhancers. Jointly, our findings suggest an inherent genetic coupling of enhancer activity and connectivity in gene expression control relevant to human disease and highlight the regulatory role of genetically determined chromatin boundaries.
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Affiliation(s)
- Helen Ray-Jones
- MRC Laboratory of Medical Sciences, London, UK.
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK.
- Computational Neurobiology, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium.
- Computational Neurobiology, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium.
- Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands.
| | - Chak Kei Sung
- MRC Laboratory of Medical Sciences, London, UK
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK
- LKS Faculty of Medicine, the University of Hong Kong, Hong Kong, Hong Kong
| | - Lai Ting Chan
- Computational Neurobiology, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
- Computational Neurobiology, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Alexander Haglund
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Pavel Artemov
- MRC Laboratory of Medical Sciences, London, UK
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK
| | - Monica Della Rosa
- MRC Laboratory of Medical Sciences, London, UK
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK
- Cyted, Cambridge, UK
| | - Luminita Ruje
- MRC Laboratory of Medical Sciences, London, UK
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK
| | - Frances Burden
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- University of Kent, Canterbury, UK
| | - Roman Kreuzhuber
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- EMBL-EBI, Wellcome Genome Campus, Cambridge, UK
- Swiss Federal Administration, Bern, Switzerland
| | - Anna Litovskikh
- MRC Laboratory of Medical Sciences, London, UK
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK
- Institute of Computational Biology, Helmholtz Zentrum München and Ludwig Maximilians University Munich, Faculty of Medicine, Munich, Germany
| | - Eline Weyenbergh
- Computational Neurobiology, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
- Computational Neurobiology, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
- University Hospital Antwerp (UZA), Antwerp, Belgium
| | - Zoï Brusselaers
- Computational Neurobiology, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
- Computational Neurobiology, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
- University of Antwerp, Antwerp, Belgium
| | - Vanessa Xue Hui Tan
- MRC Laboratory of Medical Sciences, London, UK
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK
- Hummingbird Bioscience, Singapore, Singapore
| | - Mattia Frontini
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter Medical School, Exeter, UK
| | - Chris Wallace
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- MRC Biostatistics Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Valeriya Malysheva
- MRC Laboratory of Medical Sciences, London, UK
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK
- Computational Neurobiology, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
- Computational Neurobiology, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Leonardo Bottolo
- MRC Biostatistics Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK.
- Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge, UK.
- The Alan Turing Institute, London, UK.
| | - Elena Vigorito
- MRC Biostatistics Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Mikhail Spivakov
- MRC Laboratory of Medical Sciences, London, UK.
- Institute of Clinical Sciences, Imperial College Faculty of Medicine, London, UK.
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11
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Ashkin EL, Tang YJ, Xu H, Hung KL, Belk JA, Cai H, Lopez SS, Dolcen DN, Hebert JD, Li R, Ruiz PA, Keal T, Andrejka L, Chang HY, Petrov DA, Dixon JR, Xu Z, Winslow MM. A STAG2-PAXIP1/PAGR1 axis suppresses lung tumorigenesis. J Exp Med 2025; 222:e20240765. [PMID: 39652422 PMCID: PMC11627241 DOI: 10.1084/jem.20240765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 09/16/2024] [Accepted: 10/30/2024] [Indexed: 12/12/2024] Open
Abstract
The cohesin complex is a critical regulator of gene expression. STAG2 is the most frequently mutated cohesin subunit across several cancer types and is a key tumor suppressor in lung cancer. Here, we coupled somatic CRISPR-Cas9 genome editing and tumor barcoding with an autochthonous oncogenic KRAS-driven lung cancer model and showed that STAG2 is uniquely tumor-suppressive among all core and auxiliary cohesin components. The heterodimeric complex components PAXIP1 and PAGR1 have highly correlated effects with STAG2 in human lung cancer cell lines, are tumor suppressors in vivo, and are epistatic to STAG2 in oncogenic KRAS-driven lung tumorigenesis in vivo. STAG2 inactivation elicits changes in gene expression, chromatin accessibility, and 3D genome conformation that impact the cancer cell state. Gene expression and chromatin accessibility similarities between STAG2- and PAXIP1-deficient neoplastic cells further relate STAG2-cohesin to PAXIP1/PAGR1. These findings reveal a STAG2-PAXIP1/PAGR1 tumor-suppressive axis and uncover novel PAXIP1-dependent and PAXIP1-independent STAG2-cohesin-mediated mechanisms of lung tumor suppression.
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Affiliation(s)
- Emily L. Ashkin
- Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA
| | - Yuning J. Tang
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Haiqing Xu
- Department of Biology, Stanford University, Stanford, CA, USA
| | - King L. Hung
- Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
| | - Julia A. Belk
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Hongchen Cai
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Steven S. Lopez
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Deniz Nesli Dolcen
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Jess D. Hebert
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Rui Li
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Paloma A. Ruiz
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Tula Keal
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Laura Andrejka
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Howard Y. Chang
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Dmitri A. Petrov
- Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA
- Department of Biology, Stanford University, Stanford, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Jesse R. Dixon
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Zhichao Xu
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Monte M. Winslow
- Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
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12
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Sudunagunta VS, Viny AD. Untangling the loops of STAG2 mutations in myelodysplastic syndrome. Leuk Lymphoma 2025; 66:6-15. [PMID: 39264305 DOI: 10.1080/10428194.2024.2400210] [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] [Received: 05/03/2024] [Revised: 07/11/2024] [Accepted: 08/29/2024] [Indexed: 09/13/2024]
Abstract
Myelodysplastic syndrome (MDS) is a heterogeneous myeloid neoplasm that is hallmarked by the acquisition of genetic events that disrupt normal trilineage hematopoiesis and results in bone marrow dysfunction. Somatic genes involving transcriptional regulation, signal transduction, DNA methylation, and chromatin modification are often implicated in disease pathogenesis. The cohesin complex, composed of SMC1, SMC3, RAD21, and either STAG1 or STAG2, has been identified as a recurrent mutational target with STAG2 mutations accounting for more than half of all cohesin mutations in myeloid malignancies. In the last decade, STAG2 cohesin biology has been of great interest given its role in transcriptional activation, association with poorer prognosis, and lack of mutation-specific therapies. This review discusses the clinical landscape of cohesin mutant myeloid malignancies, particularly STAG2 mutant MDS, including molecular features of STAG2 mutations, clinical implications of cohesin mutant neoplasms, and the current understanding of the pathophysiological function of STAG2 mutations in MDS.
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Affiliation(s)
- Varun S Sudunagunta
- Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA
- Columbia Stem Cell Initiative, Department of Genetics and Development, New York, NY, USA
| | - Aaron D Viny
- Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA
- Columbia Stem Cell Initiative, Department of Genetics and Development, New York, NY, USA
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13
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Giménez-Llorente D, Cuadrado A, Andreu MJ, Sanclemente-Alamán I, Solé-Ferran M, Rodríguez-Corsino M, Losada A. STAG2 loss in Ewing sarcoma alters enhancer-promoter contacts dependent and independent of EWS::FLI1. EMBO Rep 2024; 25:5537-5560. [PMID: 39487368 PMCID: PMC11624272 DOI: 10.1038/s44319-024-00303-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/20/2024] [Accepted: 10/10/2024] [Indexed: 11/04/2024] Open
Abstract
Cohesin complexes carrying STAG1 or STAG2 organize the genome into chromatin loops. STAG2 loss-of-function mutations promote metastasis in Ewing sarcoma, a pediatric cancer driven by the fusion transcription factor EWS::FLI1. We integrated transcriptomic data from patients and cellular models to identify a STAG2-dependent gene signature associated with worse prognosis. Subsequent genomic profiling and high-resolution chromatin interaction data from Capture Hi-C indicated that cohesin-STAG2 facilitates communication between EWS::FLI1-bound long GGAA repeats, presumably acting as neoenhancers, and their target promoters. Changes in CTCF-dependent chromatin contacts involving signature genes, unrelated to EWS::FLI1 binding, were also identified. STAG1 is unable to compensate for STAG2 loss and chromatin-bound cohesin is severely decreased, while levels of the processivity factor NIPBL remain unchanged, likely affecting DNA looping dynamics. These results illuminate how STAG2 loss modifies the chromatin interactome of Ewing sarcoma cells and provide a list of potential biomarkers and therapeutic targets.
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MESH Headings
- Sarcoma, Ewing/genetics
- Sarcoma, Ewing/metabolism
- Sarcoma, Ewing/pathology
- Humans
- Cell Cycle Proteins/metabolism
- Cell Cycle Proteins/genetics
- Proto-Oncogene Protein c-fli-1/metabolism
- Proto-Oncogene Protein c-fli-1/genetics
- RNA-Binding Protein EWS/genetics
- RNA-Binding Protein EWS/metabolism
- Promoter Regions, Genetic
- Enhancer Elements, Genetic
- Oncogene Proteins, Fusion/metabolism
- Oncogene Proteins, Fusion/genetics
- Gene Expression Regulation, Neoplastic
- Chromatin/metabolism
- Chromatin/genetics
- Cell Line, Tumor
- Cohesins
- Chromosomal Proteins, Non-Histone/metabolism
- Chromosomal Proteins, Non-Histone/genetics
- Antigens, Nuclear/metabolism
- Antigens, Nuclear/genetics
- Protein Binding
- Bone Neoplasms/genetics
- Bone Neoplasms/metabolism
- Bone Neoplasms/pathology
- Nuclear Proteins
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Affiliation(s)
- Daniel Giménez-Llorente
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Ana Cuadrado
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain.
| | - María José Andreu
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Inmaculada Sanclemente-Alamán
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Maria Solé-Ferran
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Miriam Rodríguez-Corsino
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Ana Losada
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain.
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14
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Ryzhkova A, Maltseva E, Battulin N, Kabirova E. Loop Extrusion Machinery Impairments in Models and Disease. Cells 2024; 13:1896. [PMID: 39594644 PMCID: PMC11592926 DOI: 10.3390/cells13221896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 11/15/2024] [Accepted: 11/15/2024] [Indexed: 11/28/2024] Open
Abstract
Structural maintenance of chromosomes (SMC) complexes play a crucial role in organizing the three-dimensional structure of chromatin, facilitating key processes such as gene regulation, DNA repair, and chromosome segregation. This review explores the molecular mechanisms and biological significance of SMC-mediated loop extrusion complexes, including cohesin, condensins, and SMC5/6, focusing on their structure, their dynamic function during the cell cycle, and their impact on chromatin architecture. We discuss the implications of impairments in loop extrusion machinery as observed in experimental models and human diseases. Mutations affecting these complexes are linked to various developmental disorders and cancer, highlighting their importance in genome stability and transcriptional regulation. Advances in model systems and genomic techniques have provided deeper insights into the pathological roles of SMC complex dysfunction, offering potential therapeutic avenues for associated diseases.
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Affiliation(s)
- Anastasiya Ryzhkova
- Institute of Cytology and Genetics, 630090 Novosibirsk, Russia; (A.R.); (N.B.)
| | - Ekaterina Maltseva
- Department of Genetics and Genetic Technologies, Sirius University of Science and Technology, 354340 Sirius, Russia;
| | - Nariman Battulin
- Institute of Cytology and Genetics, 630090 Novosibirsk, Russia; (A.R.); (N.B.)
- Department of Natural Sciences, Novosibirsk State University, 630090 Novosibirsk, Russia
| | - Evelyn Kabirova
- Institute of Cytology and Genetics, 630090 Novosibirsk, Russia; (A.R.); (N.B.)
- Department of Natural Sciences, Novosibirsk State University, 630090 Novosibirsk, Russia
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15
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Chen B, Jia M, Zhao G, Liu Y, Song Y, Sun M, Chi W, Wang X, Jiang Q, Xin G, Zhang C. STAG2 promotes naive-primed transition via activating Lin28a transcription in mouse embryonic stem cells. J Biol Chem 2024; 300:107958. [PMID: 39510176 PMCID: PMC11635655 DOI: 10.1016/j.jbc.2024.107958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 09/14/2024] [Accepted: 10/25/2024] [Indexed: 11/15/2024] Open
Abstract
Mouse embryonic stem cells (mESCs) exist in two distinct pluripotent states: the naive and the primed. Mainly by inducing differentiation of mESCs in vitro, conducting RNA sequencing analyses, and specifying expression of the regulatory genes, we explored the regulatory mechanisms underlying the transition between the naive and primed states. We found that, under the defined differentiation-inducing conditions, the naive state of mESCs shifted to the primed state within 2 days of differentiation induction, during which the cell cycle- and differentiation-related proteins changes significantly. Specifically, we uncovered that the expression of STAG2, a subunit of the Cohesin complex, was upregulated. We further revealed that knockout of STAG2 resulted in upregulation of the naive gene sets and downregulation of the primed gene sets, indicating importance of STAG2 in regulating the naive-primed transition. More importantly, STAG2 knockout led to a reduction in number of the bivalent genes, a decrease in Lin28a transcription, and a reduced cytoplasmic localization of Lin28a. Overexpressing Lin28a or a Lin28a variant lacking the nucleolar localization signal (Lin28aΔNoLS) in STAG2 knockout cells rescued the downregulation of the primed marker genes Dnmt3a/3b. Collectively, we conclude that STAG2 facilitates the naive-primed transition of mESCs by activating Lin28a transcription and that this work may offer a new insight into the regulation of pluripotency in mESCs.
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Affiliation(s)
- Bo Chen
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China
| | - Mingkang Jia
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China
| | - Gan Zhao
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China
| | - Yumin Liu
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China
| | - Yihong Song
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China
| | - Mengjie Sun
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China; The Academy for Cell and Life Health, Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Wangfei Chi
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China
| | - Xiangyang Wang
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China; The Academy for Cell and Life Health, Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Qing Jiang
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China
| | - Guangwei Xin
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China.
| | - Chuanmao Zhang
- The Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, College of Life Sciences, Peking University, Beijing, China; The Academy for Cell and Life Health, Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China.
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16
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Tong X, Gao Y, Su Z. Interaction of CTCF and CTCFL in genome regulation through chromatin architecture during the spermatogenesis and carcinogenesis. PeerJ 2024; 12:e18240. [PMID: 39430552 PMCID: PMC11488495 DOI: 10.7717/peerj.18240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 09/15/2024] [Indexed: 10/22/2024] Open
Abstract
The zinc finger protein CTCF is ubiquitously expressed and is integral to the regulation of chromatin architecture through its interaction with cohesin. Conversely, CTCFL expression is predominantly restricted to the adult male testis but is aberrantly expressed in certain cancers. Despite their distinct expression patterns, the cooperative and competitive mechanisms by which CTCF and CTCFL regulate target gene expression in spermatocytes and cancer cells remain inadequately understood. In this review, we comprehensively examine the literature on the divergent amino acid sequences, target sites, expression profiles and functions of CTCF and CTCFL in normal tissues and cancers. We further elucidate the mechanisms by which CTCFL competitively or cooperatively binds to CTCF target sites during spermatogenesis and carcinogenesis to modulate chromatin architecture. We mainly focus on the role of CTCFL in testicular and cancer development, highlighting its interaction with CTCF at CTCF binding sites to regulate target genes. In the testis, CTCF and CTCFL cooperate to regulate the expression of testis-specific genes, essential for proper germ cell progression. In cancers, CTCFL overexpression competes with CTCF for DNA binding, leading to aberrant gene expression, a more relaxed chromatin state, and altered chromatin loops. By uncovering the roles of CTCF and CTCFL in spermatogenesis and carcinogenesis, we can better understand the implications of aberrant CTCFL expression in altering chromatin loops and its contribution to disease pathogenesis.
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Affiliation(s)
- Xin Tong
- Department of Histology and Embryology, Shantou University Medical College, Shantou, Guangdong, China
| | - Yang Gao
- Department of Histology and Embryology, Shantou University Medical College, Shantou, Guangdong, China
| | - Zhongjing Su
- Department of Histology and Embryology, Shantou University Medical College, Shantou, Guangdong, China
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17
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Kimura S, Park CS, Montefiori LE, Iacobucci I, Polonen P, Gao Q, Arnold ED, Attarbaschi A, Brown A, Buldini B, Caldwell KJ, Chang Y, Chen C, Cheng C, Cheng Z, Choi J, Conter V, Crews KR, de Groot-Kruseman HA, Deguchi T, Eguchi M, Muhle HE, Elitzur S, Escherich G, Freeman BB, Gu Z, Han K, Horibe K, Imamura T, Jeha S, Kato M, Chiew KH, Khan T, Kicinski M, Köhrer S, Kornblau SM, Kotecha RS, Li CK, Liu YC, Locatelli F, Luger SM, Paietta EM, Manabe A, Marquart HV, Masetti R, Maybury M, Mazilier P, Meijerink JP, Mitchell S, Miyamura T, Moore AS, Oshima K, Pawinska-Wasikowska K, Pieters R, Prater MS, Pruett-Miller SM, Pui CH, Qu C, Reiterova M, Reyes N, Roberts KG, Rowe JM, Sato A, Schmiegelow K, Schrappe M, Shen S, Skoczeń S, Spinelli O, Stary J, Svaton M, Takagi M, Takita J, Tang Y, Teachey DT, Thomas PG, Tomizawa D, Trka J, Varotto E, Vincent TL, Yang JJ, Yeoh AEJ, Zhou Y, Zimmermann M, Inaba H, Mullighan CG. Biologic and Clinical Analysis of Childhood Gamma Delta T-ALL Identifies LMO2/STAG2 Rearrangements as Extremely High Risk. Cancer Discov 2024; 14:1838-1859. [PMID: 38916500 PMCID: PMC11452281 DOI: 10.1158/2159-8290.cd-23-1452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 05/02/2024] [Accepted: 06/20/2024] [Indexed: 06/26/2024]
Abstract
Acute lymphoblastic leukemia expressing the gamma delta T-cell receptor (γδ T-ALL) is a poorly understood disease. We studied 200 children with γδ T-ALL from 13 clinical study groups to understand the clinical and genetic features of this disease. We found age and genetic drivers were significantly associated with outcome. γδ T-ALL diagnosed in children under 3 years of age was extremely high-risk and enriched for genetic alterations that result in both LMO2 activation and STAG2 inactivation. Mechanistically, using patient samples and isogenic cell lines, we show that inactivation of STAG2 profoundly perturbs chromatin organization by altering enhancer-promoter looping, resulting in deregulation of gene expression associated with T-cell differentiation. High-throughput drug screening identified a vulnerability in DNA repair pathways arising from STAG2 inactivation, which can be targeted by poly(ADP-ribose) polymerase inhibition. These data provide a diagnostic framework for classification and risk stratification of pediatric γδ T-ALL. Significance: Patients with acute lymphoblastic leukemia expressing the gamma delta T-cell receptor under 3 years old or measurable residual disease ≥1% at end of induction showed dismal outcomes and should be classified as having high-risk disease. The STAG2/LMO2 subtype was enriched in this very young age group. STAG2 inactivation may perturb chromatin conformation and cell differentiation and confer vulnerability to poly(ADP-ribose) polymerase inhibition.
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Affiliation(s)
- Shunsuke Kimura
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Chun Shik Park
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Ilaria Iacobucci
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Petri Polonen
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Qingsong Gao
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Elizabeth D. Arnold
- Department of Cell and Molecular Biology and Center for Advance Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Andishe Attarbaschi
- Department of Pediatric Hematology and Oncology, St. Anna Children’s Hospital, Medical University of Vienna, Vienna, Austria
- St. Anna Children’s Cancer Research Institute (CCRI), Vienna, Austria
| | - Anthony Brown
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Barbara Buldini
- Pediatric Hematology, Oncology and Stem Cell Transplant Division, Maternal and Child Health Department, University of Padova, Padova, Italy
- Pediatric Onco-Hematology, Stem Cell Transplant and Gene Therapy Laboratory, Istituto di Ricerca Pediatrica (IRP)-Città della Speranza, Padova, Italy
| | | | - Yunchao Chang
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Chelsey Chen
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhongshan Cheng
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - John Choi
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Valentino Conter
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Kristine R. Crews
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Takao Deguchi
- Children's Cancer Center, National Center for Child Health and Development
| | - Mariko Eguchi
- Department of Pediatrics, Ehime University, Ehime, Japan
| | - Hannah Elisa Muhle
- Clinic of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sarah Elitzur
- Department of Pediatric Hematology and Oncology, Schneider Children's Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Gabriele Escherich
- Clinic of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Burgess B. Freeman
- Preclinical Pharmacokinetic Shared Resource, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Zhaohui Gu
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
- Departments of Computational and Quantitative Medicine, and Systems Biology, Beckman Research Institute of City of Hope, Duarte, CA, USA
| | - Katie Han
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Keizo Horibe
- Clinical Research Center, National Hospital Organization Nagoya Medical Center
| | - Toshihiko Imamura
- Department of Pediatrics, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Sima Jeha
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Motohiro Kato
- Department of Pediatrics, Tokyo University, Tokyo, Japan
| | - Kean Hui Chiew
- Department of Paediatrics, National University of Singapore, National University of Singapore, Singapore, Singapore
| | - Tanya Khan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | | | - Steven M Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, TX, USA
| | - Rishi S Kotecha
- Department of Clinical Haematology, Oncology, Blood and Marrow Transplantation, Perth Children's Hospital, Perth, WA, Australia
- Leukaemia Translational Research Laboratory, Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, WA, Australia
- Curtin Medical School, Curtin University, Perth, WA, Australia
| | - Chi-Kong Li
- Department of Paediatrics, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Yen-Chun Liu
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Franco Locatelli
- Department of Pediatric Hematology–Oncology and Cell and Gene Therapy, IRCCS Ospedale Pediatrico Bambino Gesù, Catholic University of the Sacred Heart, Rome, Italy
| | - Selina M. Luger
- Abramson Cancer Center, Univeristy of Pennsylvania, Philadelphia, PA, USA
| | | | - Atsushi Manabe
- Department of Pediatrics, Hokkaido University Graduate School of Medicine, Hokkaido, Japan
| | - Hanne Vibeke Marquart
- Department of Clinical Immunology, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Riccardo Masetti
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero Universitaria di Bologna, University of Bologna, Bologna, Italy
| | - Mellissa Maybury
- Child Health Research Centre, the University of Queensland, Brisbane, QLD, Australia
| | - Pauline Mazilier
- Pediatric hemato-oncology and transplantation, HUB - HUDERF, Brussels, Belgium
| | | | - Sharnise Mitchell
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Takako Miyamura
- Department of Pediatrics, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Andrew S. Moore
- Child Health Research Centre, the University of Queensland, Brisbane, QLD, Australia
- Oncology Service, Children’s Health Queensland Hospital and Health Service, Brisbane, QLD, Australia
| | - Koichi Oshima
- Department of Hematology/Oncology, Saitama Children's Medical Center
| | | | - Rob Pieters
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Mollie S. Prater
- Department of Cell and Molecular Biology and Center for Advance Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Shondra M. Pruett-Miller
- Department of Cell and Molecular Biology and Center for Advance Genome Engineering, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Chunxu Qu
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Michaela Reiterova
- CLIP - Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czechia
| | - Noemi Reyes
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kathryn G. Roberts
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jacob M. Rowe
- Department of Hematology, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Atsushi Sato
- Department of Hematology and Oncology, Miyagi Children's Hospital
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet University Hospital, København, Denmark
| | - Martin Schrappe
- Department of Pediatrics, University Hospital Schleswig-Holstein, Berlin, Germany
| | - Shuhong Shen
- Department of Hematology/Oncology, National Health Committee Key Laboratory of Pediatric Hematology & Oncology, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Szymon Skoczeń
- Department of Pediatric Oncology and Hematology, Jagiellonian University Medical College, Krakow, Poland
| | - Orietta Spinelli
- Hematology and Bone Marrow Transplant Unit, ASST-Papa Giovanni XXIII Hospital, Piazza OMS, Bergamo, Italy
| | - Jan Stary
- Department of Pediatric Hematology and Oncology, Second Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Michael Svaton
- St. Anna Children’s Cancer Research Institute (CCRI), Vienna, Austria
- CLIP - Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czechia
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Masatoshi Takagi
- Department of Pediatrics and Developmental Biology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Junko Takita
- Department of Pediatrics, Graduate School of Medicine Kyoto University, Kyoto, Japan
| | - Yanjing Tang
- Department of Hematology/Oncology, National Health Committee Key Laboratory of Pediatric Hematology & Oncology, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - David T. Teachey
- Division of Oncology, Children's Hospital of Philadelphia, PA, USA
| | - Paul G. Thomas
- Department of Immunology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Daisuke Tomizawa
- Division of Leukemia and Lymphoma, Children's Cancer Center, National Center for Child Health and Development, Tokyo, Japan
| | - Jan Trka
- CLIP - Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czechia
| | - Elena Varotto
- Pediatric Hematology, Oncology and Stem Cell Transplant Division, Maternal and Child Health Department, University of Padova, Padova, Italy
| | | | - Jun J. Yang
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Allen EJ Yeoh
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yinmei Zhou
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Martin Zimmermann
- Department of Pediatric Hematology and Oncology, Medical School Hannover, Hannover, Germany
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles G. Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
- Center of Excellence for Leukemia Studies, St. Jude Children's Research Hospital, Memphis, TN, USA
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18
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Chang LH, Noordermeer D. Permeable TAD boundaries and their impact on genome-associated functions. Bioessays 2024; 46:e2400137. [PMID: 39093600 DOI: 10.1002/bies.202400137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/12/2024] [Accepted: 07/17/2024] [Indexed: 08/04/2024]
Abstract
TAD boundaries are genomic elements that separate biological processes in neighboring domains by blocking DNA loops that are formed through Cohesin-mediated loop extrusion. Most TAD boundaries consist of arrays of binding sites for the CTCF protein, whose interaction with the Cohesin complex blocks loop extrusion. TAD boundaries are not fully impermeable though and allow a limited amount of inter-TAD loop formation. Based on the reanalysis of Nano-C data, a multicontact Chromosome Conformation Capture assay, we propose a model whereby clustered CTCF binding sites promote the successive stalling of Cohesin and subsequent dissociation from the chromatin. A fraction of Cohesin nonetheless achieves boundary read-through. Due to a constant rate of Cohesin dissociation elsewhere in the genome, the maximum length of inter-TAD loops is restricted though. We speculate that the DNA-encoded organization of stalling sites regulates TAD boundary permeability and discuss implications for enhancer-promoter loop formation and other genomic processes.
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Affiliation(s)
- Li-Hsin Chang
- MRC Molecular Haematology Unit, MRC Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Blood and Transplant Research Unit in Precision Cellular Therapeutics, National Institute of Health Research, Oxford, UK
| | - Daan Noordermeer
- CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, Gif-sur-Yvette, France
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19
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Fischer A, Hernández-Rodríguez B, Mulet-Lazaro R, Nuetzel M, Hölzl F, van Herk S, Kavelaars FG, Stanewsky H, Ackermann U, Niang AH, Diaz N, Reuschel E, Strieder N, Hernández-López I, Valk PJM, Vaquerizas JM, Rehli M, Delwel R, Gebhard C. STAG2 mutations reshape the cohesin-structured spatial chromatin architecture to drive gene regulation in acute myeloid leukemia. Cell Rep 2024; 43:114498. [PMID: 39084219 DOI: 10.1016/j.celrep.2024.114498] [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] [Received: 12/11/2023] [Revised: 05/24/2024] [Accepted: 06/27/2024] [Indexed: 08/02/2024] Open
Abstract
Cohesin shapes the chromatin architecture, including enhancer-promoter interactions. Its components, especially STAG2, but not its paralog STAG1, are frequently mutated in myeloid malignancies. To elucidate the underlying mechanisms of leukemogenesis, we comprehensively characterized genetic, transcriptional, and chromatin conformational changes in acute myeloid leukemia (AML) patient samples. Specific loci displayed altered cohesin occupancy, gene expression, and local chromatin activation, which were not compensated by the remaining STAG1-cohesin. These changes could be linked to disrupted spatial chromatin looping in cohesin-mutated AMLs. Complementary depletion of STAG2 or STAG1 in primary human hematopoietic progenitors (HSPCs) revealed effects resembling STAG2-mutant AML-specific changes following STAG2 knockdown, not invoked by the depletion of STAG1. STAG2-deficient HSPCs displayed impaired differentiation capacity and maintained HSPC-like gene expression. This work establishes STAG2 as a key regulator of chromatin contacts, gene expression, and differentiation in the hematopoietic system and identifies candidate target genes that may be implicated in human leukemogenesis.
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MESH Headings
- Humans
- Cohesins
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/metabolism
- Cell Cycle Proteins/metabolism
- Cell Cycle Proteins/genetics
- Chromatin/metabolism
- Chromosomal Proteins, Non-Histone/metabolism
- Chromosomal Proteins, Non-Histone/genetics
- Mutation/genetics
- Hematopoietic Stem Cells/metabolism
- Cell Differentiation/genetics
- Gene Expression Regulation, Leukemic
- Antigens, Nuclear/metabolism
- Antigens, Nuclear/genetics
- Nuclear Proteins
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Affiliation(s)
- Alexander Fischer
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany; Leibniz Institute for Immunotherapy, Regensburg, Germany
| | | | - Roger Mulet-Lazaro
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Margit Nuetzel
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
| | - Fabian Hölzl
- Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Stanley van Herk
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - François G Kavelaars
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Hanna Stanewsky
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
| | - Ute Ackermann
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
| | - Amadou H Niang
- Regulatory Genomics, Max Plank Institute for Molecular Medicine, Münster, Germany
| | - Noelia Diaz
- Regulatory Genomics, Max Plank Institute for Molecular Medicine, Münster, Germany
| | - Edith Reuschel
- Department of Obstetrics and Gynecology, Hospital St. Hedwig of the Order of St. John, Regensburg, Germany
| | | | | | - Peter J M Valk
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Juan M Vaquerizas
- Regulatory Genomics, Max Plank Institute for Molecular Medicine, Münster, Germany; Department of Developmental Epigenomics, MRC London Institute of Medical Sciences, London, UK; Institute of Clinical Sciences, Imperial College London, London, UK
| | - Michael Rehli
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany; Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Ruud Delwel
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands; Oncode Institute, Utrecht, the Netherlands
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20
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Labudina AA, Meier M, Gimenez G, Tatarakis D, Ketharnathan S, Mackie B, Schilling TF, Antony J, Horsfield JA. Cohesin composition and dosage independently affect early development in zebrafish. Development 2024; 151:dev202593. [PMID: 38975838 DOI: 10.1242/dev.202593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 06/27/2024] [Indexed: 07/09/2024]
Abstract
Cohesin, a chromatin-associated protein complex with four core subunits (Smc1a, Smc3, Rad21 and either Stag1 or 2), has a central role in cell proliferation and gene expression in metazoans. Human developmental disorders termed 'cohesinopathies' are characterized by germline variants of cohesin or its regulators that do not entirely eliminate cohesin function. However, it is not clear whether mutations in individual cohesin subunits have independent developmental consequences. Here, we show that zebrafish rad21 or stag2b mutants independently influence embryonic tailbud development. Both mutants have altered mesoderm induction, but only homozygous or heterozygous rad21 mutation affects cell cycle gene expression. stag2b mutants have narrower notochords and reduced Wnt signaling in neuromesodermal progenitors as revealed by single-cell RNA sequencing. Stimulation of Wnt signaling rescues transcription and morphology in stag2b, but not rad21, mutants. Our results suggest that mutations altering the quantity versus composition of cohesin have independent developmental consequences, with implications for the understanding and management of cohesinopathies.
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Affiliation(s)
- Anastasia A Labudina
- Department of Pathology, Dunedin School of Medicine, University of Otago, P.O. Box 913, Dunedin 9016, New Zealand
| | - Michael Meier
- Department of Pathology, Dunedin School of Medicine, University of Otago, P.O. Box 913, Dunedin 9016, New Zealand
| | - Gregory Gimenez
- Department of Pathology, Dunedin School of Medicine, University of Otago, P.O. Box 913, Dunedin 9016, New Zealand
| | - David Tatarakis
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, CA 92697-2300, USA
| | - Sarada Ketharnathan
- Department of Pathology, Dunedin School of Medicine, University of Otago, P.O. Box 913, Dunedin 9016, New Zealand
| | - Bridget Mackie
- Department of Pathology, Dunedin School of Medicine, University of Otago, P.O. Box 913, Dunedin 9016, New Zealand
| | - Thomas F Schilling
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, CA 92697-2300, USA
| | - Jisha Antony
- Department of Pathology, Dunedin School of Medicine, University of Otago, P.O. Box 913, Dunedin 9016, New Zealand
| | - Julia A Horsfield
- Department of Pathology, Dunedin School of Medicine, University of Otago, P.O. Box 913, Dunedin 9016, New Zealand
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21
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Huber J, Tanasie NL, Zernia S, Stigler J. Single-molecule imaging reveals a direct role of CTCF's zinc fingers in SA interaction and cluster-dependent RNA recruitment. Nucleic Acids Res 2024; 52:6490-6506. [PMID: 38742641 PMCID: PMC11194110 DOI: 10.1093/nar/gkae391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 03/21/2024] [Accepted: 05/01/2024] [Indexed: 05/16/2024] Open
Abstract
CTCF is a zinc finger protein associated with transcription regulation that also acts as a barrier factor for topologically associated domains (TADs) generated by cohesin via loop extrusion. These processes require different properties of CTCF-DNA interaction, and it is still unclear how CTCF's structural features may modulate its diverse roles. Here, we employ single-molecule imaging to study both full-length CTCF and truncation mutants. We show that CTCF enriches at CTCF binding sites (CBSs), displaying a longer lifetime than observed previously. We demonstrate that the zinc finger domains mediate CTCF clustering and that clustering enables RNA recruitment, possibly creating a scaffold for interaction with RNA-binding proteins like cohesin's subunit SA. We further reveal a direct recruitment and an increase of SA residence time by CTCF bound at CBSs, suggesting that CTCF-SA interactions are crucial for cohesin stability on chromatin at TAD borders. Furthermore, we establish a single-molecule T7 transcription assay and show that although a transcribing polymerase can remove CTCF from CBSs, transcription is impaired. Our study shows that context-dependent nucleic acid binding determines the multifaceted CTCF roles in genome organization and transcription regulation.
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Affiliation(s)
- Jonas Huber
- Gene Center Munich, Ludwig-Maximilians-Universität München, Munich, Germany
| | | | - Sarah Zernia
- Gene Center Munich, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Johannes Stigler
- Gene Center Munich, Ludwig-Maximilians-Universität München, Munich, Germany
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22
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Xu W, Kim JS, Yang T, Ya A, Sadzewicz L, Tallon L, Harris BT, Sarkaria J, Jin F, Waldman T. STAG2 mutations regulate 3D genome organization, chromatin loops, and Polycomb signaling in glioblastoma multiforme. J Biol Chem 2024; 300:107341. [PMID: 38705393 PMCID: PMC11157269 DOI: 10.1016/j.jbc.2024.107341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/18/2024] [Accepted: 04/25/2024] [Indexed: 05/07/2024] Open
Abstract
Inactivating mutations of genes encoding the cohesin complex are common in a wide range of human cancers. STAG2 is the most commonly mutated subunit. Here we report the impact of stable correction of endogenous, naturally occurring STAG2 mutations on gene expression, 3D genome organization, chromatin loops, and Polycomb signaling in glioblastoma multiforme (GBM). In two GBM cell lines, correction of their STAG2 mutations significantly altered the expression of ∼10% of all expressed genes. Virtually all the most highly regulated genes were negatively regulated by STAG2 (i.e., expressed higher in STAG2-mutant cells), and one of them-HEPH-was regulated by STAG2 in uncultured GBM tumors as well. While STAG2 correction had little effect on large-scale features of 3D genome organization (A/B compartments, TADs), STAG2 correction did alter thousands of individual chromatin loops, some of which controlled the expression of adjacent genes. Loops specific to STAG2-mutant cells, which were regulated by STAG1-containing cohesin complexes, were very large, supporting prior findings that STAG1-containing cohesin complexes have greater loop extrusion processivity than STAG2-containing cohesin complexes and suggesting that long loops may be a general feature of STAG2-mutant cancers. Finally, STAG2 mutation activated Polycomb activity leading to increased H3K27me3 marks, identifying Polycomb signaling as a potential target for therapeutic intervention in STAG2-mutant GBM tumors. Together, these findings illuminate the landscape of STAG2-regulated genes, A/B compartments, chromatin loops, and pathways in GBM, providing important clues into the largely still unknown mechanism of STAG2 tumor suppression.
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Affiliation(s)
- Wanying Xu
- Department of Genetics and Genome Sciences, Case Comprehensive Cancer Center, Case Western Reserve School of Medicine, Cleveland, Ohio, USA; The Biomedical Sciences Training Program, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jung-Sik Kim
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University School of Medicine, Washington, District of Columbia, USA
| | - Tianyi Yang
- Department of Genetics and Genome Sciences, Case Comprehensive Cancer Center, Case Western Reserve School of Medicine, Cleveland, Ohio, USA; The Biomedical Sciences Training Program, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Alvin Ya
- MD/PhD Program, Georgetown University School of Medicine, Washington, District of Columbia, USA; Tumor Biology Training Program, Georgetown University School of Medicine, Washington, District of Columbia, USA
| | - Lisa Sadzewicz
- Institute for Genome Sciences, University of Maryland, Baltimore, Maryland, USA
| | - Luke Tallon
- Institute for Genome Sciences, University of Maryland, Baltimore, Maryland, USA
| | - Brent T Harris
- Departments of Neurology and Pathology, Georgetown University School of Medicine, Washington, District of Columbia, USA
| | - Jann Sarkaria
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Fulai Jin
- Department of Genetics and Genome Sciences, Case Comprehensive Cancer Center, Case Western Reserve School of Medicine, Cleveland, Ohio, USA; Department of Computer and Data Sciences, Department of Population and Quantitative Health Sciences, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA.
| | - Todd Waldman
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University School of Medicine, Washington, District of Columbia, USA.
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23
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Zagirova D, Kononkova A, Vaulin N, Khrameeva E. From compartments to loops: understanding the unique chromatin organization in neuronal cells. Epigenetics Chromatin 2024; 17:18. [PMID: 38783373 PMCID: PMC11112951 DOI: 10.1186/s13072-024-00538-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/17/2024] [Indexed: 05/25/2024] Open
Abstract
The three-dimensional organization of the genome plays a central role in the regulation of cellular functions, particularly in the human brain. This review explores the intricacies of chromatin organization, highlighting the distinct structural patterns observed between neuronal and non-neuronal brain cells. We integrate findings from recent studies to elucidate the characteristics of various levels of chromatin organization, from differential compartmentalization and topologically associating domains (TADs) to chromatin loop formation. By defining the unique chromatin landscapes of neuronal and non-neuronal brain cells, these distinct structures contribute to the regulation of gene expression specific to each cell type. In particular, we discuss potential functional implications of unique neuronal chromatin organization characteristics, such as weaker compartmentalization, neuron-specific TAD boundaries enriched with active histone marks, and an increased number of chromatin loops. Additionally, we explore the role of Polycomb group (PcG) proteins in shaping cell-type-specific chromatin patterns. This review further emphasizes the impact of variations in chromatin architecture between neuronal and non-neuronal cells on brain development and the onset of neurological disorders. It highlights the need for further research to elucidate the details of chromatin organization in the human brain in order to unravel the complexities of brain function and the genetic mechanisms underlying neurological disorders. This research will help bridge a significant gap in our comprehension of the interplay between chromatin structure and cell functions.
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Affiliation(s)
- Diana Zagirova
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Bolshoy Boulevard 30, Build.1, Moscow, 121205, Russia
- Research and Training Center on Bioinformatics, Institute for Information Transmission Problems (Kharkevich Institute) RAS, Bolshoy Karetny per. 19, Build.1, Moscow, 127051, Russia
| | - Anna Kononkova
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Bolshoy Boulevard 30, Build.1, Moscow, 121205, Russia
| | - Nikita Vaulin
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Bolshoy Boulevard 30, Build.1, Moscow, 121205, Russia
| | - Ekaterina Khrameeva
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Bolshoy Boulevard 30, Build.1, Moscow, 121205, Russia.
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24
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Pati D. Role of chromosomal cohesion and separation in aneuploidy and tumorigenesis. Cell Mol Life Sci 2024; 81:100. [PMID: 38388697 PMCID: PMC10884101 DOI: 10.1007/s00018-024-05122-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/28/2023] [Accepted: 01/09/2024] [Indexed: 02/24/2024]
Abstract
Cell division is a crucial process, and one of its essential steps involves copying the genetic material, which is organized into structures called chromosomes. Before a cell can divide into two, it needs to ensure that each newly copied chromosome is paired tightly with its identical twin. This pairing is maintained by a protein complex known as cohesin, which is conserved in various organisms, from single-celled ones to humans. Cohesin essentially encircles the DNA, creating a ring-like structure to handcuff, to keep the newly synthesized sister chromosomes together in pairs. Therefore, chromosomal cohesion and separation are fundamental processes governing the attachment and segregation of sister chromatids during cell division. Metaphase-to-anaphase transition requires dissolution of cohesins by the enzyme Separase. The tight regulation of these processes is vital for safeguarding genomic stability. Dysregulation in chromosomal cohesion and separation resulting in aneuploidy, a condition characterized by an abnormal chromosome count in a cell, is strongly associated with cancer. Aneuploidy is a recurring hallmark in many cancer types, and abnormalities in chromosomal cohesion and separation have been identified as significant contributors to various cancers, such as acute myeloid leukemia, myelodysplastic syndrome, colorectal, bladder, and other solid cancers. Mutations within the cohesin complex have been associated with these cancers, as they interfere with chromosomal segregation, genome organization, and gene expression, promoting aneuploidy and contributing to the initiation of malignancy. In summary, chromosomal cohesion and separation processes play a pivotal role in preserving genomic stability, and aberrations in these mechanisms can lead to aneuploidy and cancer. Gaining a deeper understanding of the molecular intricacies of chromosomal cohesion and separation offers promising prospects for the development of innovative therapeutic approaches in the battle against cancer.
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Affiliation(s)
- Debananda Pati
- Texas Children's Cancer Center, Department of Pediatrics Hematology/Oncology, Molecular and Cellular Biology, Baylor College of Medicine, 1102 Bates Avenue, Houston, TX, 77030, USA.
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25
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Alonso-Gil D, Losada A. Protocol to analyze chromatin-bound proteins through the cell cycle using Chromoflow flow cytometry. STAR Protoc 2023; 4:102568. [PMID: 37725510 PMCID: PMC10510066 DOI: 10.1016/j.xpro.2023.102568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/07/2023] [Accepted: 08/21/2023] [Indexed: 09/21/2023] Open
Abstract
Chromatin-bound proteins have been conventionally measured through subcellular fractionation followed by immunoblotting or by immunofluorescence microscopy. Here, we present Chromoflow, a protocol for the quantitative analyses of protein levels on chromatin in single cells and throughout the cell cycle using flow cytometry. We describe steps for harvesting cells and for nuclear extraction, and a barcoding strategy to multiplex samples from different conditions that reduces antibody staining variability and eliminates the need for normalization.1,2 We then detail procedures for data acquisition and analysis. For complete details on the use and execution of this protocol, please refer to Alonso-Gil et al. (2023).3.
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Affiliation(s)
- Dácil Alonso-Gil
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
| | - Ana Losada
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
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26
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Hu Y, Salgado Figueroa D, Zhang Z, Veselits M, Bhattacharyya S, Kashiwagi M, Clark MR, Morgan BA, Ay F, Georgopoulos K. Lineage-specific 3D genome organization is assembled at multiple scales by IKAROS. Cell 2023; 186:5269-5289.e22. [PMID: 37995656 PMCID: PMC10895928 DOI: 10.1016/j.cell.2023.10.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 07/28/2023] [Accepted: 10/25/2023] [Indexed: 11/25/2023]
Abstract
A generic level of chromatin organization generated by the interplay between cohesin and CTCF suffices to limit promiscuous interactions between regulatory elements, but a lineage-specific chromatin assembly that supersedes these constraints is required to configure the genome to guide gene expression changes that drive faithful lineage progression. Loss-of-function approaches in B cell precursors show that IKAROS assembles interactions across megabase distances in preparation for lymphoid development. Interactions emanating from IKAROS-bound enhancers override CTCF-imposed boundaries to assemble lineage-specific regulatory units built on a backbone of smaller invariant topological domains. Gain of function in epithelial cells confirms IKAROS' ability to reconfigure chromatin architecture at multiple scales. Although the compaction of the Igκ locus required for genome editing represents a function of IKAROS unique to lymphocytes, the more general function to preconfigure the genome to support lineage-specific gene expression and suppress activation of extra-lineage genes provides a paradigm for lineage restriction.
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Affiliation(s)
- Yeguang Hu
- Cutaneous Biology Research Center, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Daniela Salgado Figueroa
- Centers for Autoimmunity, Inflammation and Cancer Immunotherapy, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; Bioinformatics and Systems Biology Program, La Jolla, CA, USA
| | - Zhihong Zhang
- Cutaneous Biology Research Center, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Margaret Veselits
- Gwen Knapp Center for Lupus and Immunology Research, Section of Rheumatology, Department of Medicine, The University of Chicago, Chicago, IL 60637, USA
| | - Sourya Bhattacharyya
- Centers for Autoimmunity, Inflammation and Cancer Immunotherapy, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Mariko Kashiwagi
- Cutaneous Biology Research Center, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Marcus R Clark
- Gwen Knapp Center for Lupus and Immunology Research, Section of Rheumatology, Department of Medicine, The University of Chicago, Chicago, IL 60637, USA
| | - Bruce A Morgan
- Cutaneous Biology Research Center, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Ferhat Ay
- Centers for Autoimmunity, Inflammation and Cancer Immunotherapy, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; Bioinformatics and Systems Biology Program, La Jolla, CA, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA.
| | - Katia Georgopoulos
- Cutaneous Biology Research Center, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA.
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27
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Pezic D, Weeks S, Varsally W, Dewari PS, Pollard S, Branco MR, Hadjur S. The N-terminus of Stag1 is required to repress the 2C program by maintaining rRNA expression and nucleolar integrity. Stem Cell Reports 2023; 18:2154-2173. [PMID: 37802073 PMCID: PMC10679541 DOI: 10.1016/j.stemcr.2023.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 09/07/2023] [Accepted: 09/08/2023] [Indexed: 10/08/2023] Open
Abstract
Our understanding of how STAG proteins contribute to cell identity and disease have largely been studied from the perspective of chromosome topology and protein-coding gene expression. Here, we show that STAG1 is the dominant paralog in mouse embryonic stem cells (mESCs) and is required for pluripotency. mESCs express a wide diversity of naturally occurring Stag1 isoforms, resulting in complex regulation of both the levels of STAG paralogs and the proportion of their unique terminal ends. Skewing the balance of these isoforms impacts cell identity. We define a novel role for STAG1, in particular its N-terminus, in regulating repeat expression, nucleolar integrity, and repression of the two-cell (2C) state to maintain mESC identity. Our results move beyond protein-coding gene regulation via chromatin loops to new roles for STAG1 in nucleolar structure and function, and offer fresh perspectives on how STAG proteins, known to be cancer targets, contribute to cell identity and disease.
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Affiliation(s)
- Dubravka Pezic
- Department of Cancer Biology, Cancer Institute, University College London, 72 Huntley Street, London, UK
| | - Samuel Weeks
- Department of Cancer Biology, Cancer Institute, University College London, 72 Huntley Street, London, UK
| | - Wazeer Varsally
- Department of Cancer Biology, Cancer Institute, University College London, 72 Huntley Street, London, UK
| | - Pooran S Dewari
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, Cancer Research UK Scotland Centre, Edinburgh, UK
| | - Steven Pollard
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, Cancer Research UK Scotland Centre, Edinburgh, UK
| | - Miguel R Branco
- Blizard Institute, Faculty of Medicine and Dentistry, QMUL, London, UK
| | - Suzana Hadjur
- Department of Cancer Biology, Cancer Institute, University College London, 72 Huntley Street, London, UK.
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28
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Rahman S, Dong P, Apontes P, Fernando M, Kosoy R, Townsley KG, Girdhar K, Bendl J, Shao Z, Misir R, Tsankova N, Kleopoulos S, Brennand K, Fullard J, Roussos P. Lineage specific 3D genome structure in the adult human brain and neurodevelopmental changes in the chromatin interactome. Nucleic Acids Res 2023; 51:11142-11161. [PMID: 37811875 PMCID: PMC10639075 DOI: 10.1093/nar/gkad798] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 08/18/2023] [Accepted: 09/19/2023] [Indexed: 10/10/2023] Open
Abstract
The human brain is a complex organ comprised of distinct cell types, and the contribution of the 3D genome to lineage specific gene expression remains poorly understood. To decipher cell type specific genome architecture, and characterize fine scale changes in the chromatin interactome across neural development, we compared the 3D genome of the human fetal cortical plate to that of neurons and glia isolated from the adult prefrontal cortex. We found that neurons have weaker genome compartmentalization compared to glia, but stronger TADs, which emerge during fetal development. Furthermore, relative to glia, the neuronal genome shifts more strongly towards repressive compartments. Neurons have differential TAD boundaries that are proximal to active promoters involved in neurodevelopmental processes. CRISPRi on CNTNAP2 in hIPSC-derived neurons reveals that transcriptional inactivation correlates with loss of insulation at the differential boundary. Finally, re-wiring of chromatin loops during neural development is associated with transcriptional and functional changes. Importantly, differential loops in the fetal cortex are associated with autism GWAS loci, suggesting a neuropsychiatric disease mechanism affecting the chromatin interactome. Furthermore, neural development involves gaining enhancer-promoter loops that upregulate genes that control synaptic activity. Altogether, our study provides multi-scale insights on the 3D genome in the human brain.
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Affiliation(s)
- Samir Rahman
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Pengfei Dong
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Pasha Apontes
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Mental Illness Research Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY 10468, USA
| | - Michael B Fernando
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Roman Kosoy
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Kayla G Townsley
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Kiran Girdhar
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jaroslav Bendl
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Zhiping Shao
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ruth Misir
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nadia Tsankova
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Pathology, Molecular, and Cell-based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Steven P Kleopoulos
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Kristen J Brennand
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - John F Fullard
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Panos Roussos
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Mental Illness Research Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY 10468, USA
- Center for Dementia Research, Nathan Kline Institute for Psychiatric Research, Orangeburg, NY 10962, USA
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29
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Kimura S, Polonen P, Montefiori L, Park CS, Iacobucci I, Yeoh AE, Attarbaschi A, Moore AS, Brown A, Manabe A, Buldini B, Freeman BB, Chen C, Cheng C, Kean Hui C, Li CK, Pui CH, Qu C, Tomizawa D, Teachey DT, Varotto E, Paietta EM, Arnold ED, Locatelli F, Escherich G, Elisa Muhle H, Marquart HV, de Groot-Kruseman HA, Rowe JM, Stary J, Trka J, Choi JK, Meijerink JPP, Yang JJ, Takita J, Pawinska-Wasikowska K, Roberts KG, Han K, Caldwell KJ, Schmiegelow K, Crews KR, Eguchi M, Schrappe M, Zimmerman M, Takagi M, Maybury M, Svaton M, Reiterova M, Kicinski M, Prater MS, Kato M, Reyes N, Spinelli O, Thomas P, Mazilier P, Gao Q, Masetti R, Kotecha RS, Pieters R, Elitzur S, Luger SM, Mitchell S, Pruett-Miller SM, Shen S, Jeha S, Köhrer S, Kornblau SM, Skoczeń S, Miyamura T, Vincent TL, Imamura T, Conter V, Tang Y, Liu YC, Chang Y, Gu Z, Cheng Z, Yinmei Z, Inaba H, Mullighan CG. Biologic and clinical features of childhood gamma delta T-ALL: identification of STAG2/LMO2 γδ T-ALL as an extremely high risk leukemia in the very young. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.11.06.23298028. [PMID: 37986997 PMCID: PMC10659466 DOI: 10.1101/2023.11.06.23298028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
PURPOSE Gamma delta T-cell receptor-positive acute lymphoblastic leukemia (γδ T-ALL) is a high-risk but poorly characterized disease. METHODS We studied clinical features of 200 pediatric γδ T-ALL, and compared the prognosis of 93 cases to 1,067 protocol-matched non-γδ T-ALL. Genomic features were defined by transcriptome and genome sequencing. Experimental modeling was used to examine the mechanistic impacts of genomic alterations. Therapeutic vulnerabilities were identified by high throughput drug screening of cell lines and xenografts. RESULTS γδ T-ALL in children under three was extremely high-risk with 5-year event-free survival (33% v. 70% [age 3-<10] and 73% [age ≥10], P =9.5 x 10 -5 ) and 5-year overall survival (49% v. 78% [age 3-<10] and 81% [age ≥10], P =0.002), differences not observed in non-γδ T-ALL. γδ T-ALL in this age group was enriched for genomic alterations activating LMO2 activation and inactivating STAG2 inactivation ( STAG2/LMO2 ). Mechanistically, we show that inactivation of STAG2 profoundly perturbs chromatin organization by altering enhancer-promoter looping resulting in deregulation of gene expression associated with T-cell differentiation. Drug screening showed resistance to prednisolone, consistent with clinical slow treatment response, but identified a vulnerability in DNA repair pathways arising from STAG2 inactivation, which was efficaciously targeted by Poly(ADP-ribose) polymerase (PARP) inhibition, with synergism with HDAC inhibitors. Ex-vivo drug screening on PDX cells validated the efficacy of PARP inhibitors as well as other potential targets including nelarabine. CONCLUSION γδ T-ALL in children under the age of three is extremely high-risk and enriched for STAG2/LMO2 ALL. STAG2 loss perturbs chromatin conformation and differentiation, and STAG2/LMO2 ALL is sensitive to PARP inhibition. These data provide a diagnostic and therapeutic framework for pediatric γδ T-ALL. SUPPORT The authors are supported by the American and Lebanese Syrian Associated Charities of St Jude Children's Research Hospital, NCI grants R35 CA197695, P50 CA021765 (C.G.M.), the Henry Schueler 41&9 Foundation (C.G.M.), and a St. Baldrick's Foundation Robert J. Arceci Innovation Award (C.G.M.), Gabriella Miller Kids First X01HD100702 (D.T.T and C.G.M.) and R03CA256550 (D.T.T. and C.G.M.), F32 5F32CA254140 (L.M.), and a Garwood Postdoctoral Fellowship of the Hematological Malignancies Program of the St Jude Children's Research Hospital Comprehensive Cancer Center (S.K.). This project was supported by the National Cancer Institute of the National Institutes of Health under the following award numbers: U10CA180820, UG1CA189859, U24CA114766, U10CA180899, U10CA180866 and U24CA196173. DISCLAIMER The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The funding agencies were not directly involved in the design of the study, gathering, analysis and interpretation of the data, writing of the manuscript, or decision to submit the manuscript for publication.
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30
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Mayayo-Peralta I, Gregoricchio S, Schuurman K, Yavuz S, Zaalberg A, Kojic A, Abbott N, Geverts B, Beerthuijzen S, Siefert J, Severson TM, van Baalen M, Hoekman L, Lieftink C, Altelaar M, Beijersbergen RL, Houtsmuller A, Prekovic S, Zwart W. PAXIP1 and STAG2 converge to maintain 3D genome architecture and facilitate promoter/enhancer contacts to enable stress hormone-dependent transcription. Nucleic Acids Res 2023; 51:9576-9593. [PMID: 37070193 PMCID: PMC10570044 DOI: 10.1093/nar/gkad267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 03/03/2023] [Accepted: 04/12/2023] [Indexed: 04/19/2023] Open
Abstract
How steroid hormone receptors (SHRs) regulate transcriptional activity remains partly understood. Upon activation, SHRs bind the genome together with a co-regulator repertoire, crucial to induce gene expression. However, it remains unknown which components of the SHR-recruited co-regulator complex are essential to drive transcription following hormonal stimuli. Through a FACS-based genome-wide CRISPR screen, we functionally dissected the Glucocorticoid Receptor (GR) complex. We describe a functional cross-talk between PAXIP1 and the cohesin subunit STAG2, critical for regulation of gene expression by GR. Without altering the GR cistrome, PAXIP1 and STAG2 depletion alter the GR transcriptome, by impairing the recruitment of 3D-genome organization proteins to the GR complex. Importantly, we demonstrate that PAXIP1 is required for stability of cohesin on chromatin, its localization to GR-occupied sites, and maintenance of enhancer-promoter interactions. In lung cancer, where GR acts as tumor suppressor, PAXIP1/STAG2 loss enhances GR-mediated tumor suppressor activity by modifying local chromatin interactions. All together, we introduce PAXIP1 and STAG2 as novel co-regulators of GR, required to maintain 3D-genome architecture and drive the GR transcriptional programme following hormonal stimuli.
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Affiliation(s)
- Isabel Mayayo-Peralta
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Sebastian Gregoricchio
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Karianne Schuurman
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Selçuk Yavuz
- Erasmus Optical Imaging Center, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherland
| | - Anniek Zaalberg
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Aleksandar Kojic
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Nina Abbott
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Bart Geverts
- Erasmus Optical Imaging Center, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherland
- Department of Pathology, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Suzanne Beerthuijzen
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Joseph Siefert
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Tesa M Severson
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Martijn van Baalen
- Flow Cytometry Facility, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Liesbeth Hoekman
- Proteomics Facility, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Cor Lieftink
- Division of Molecular Carcinogenesis, The NKI Robotics and Screening Centre, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Maarten Altelaar
- Proteomics Facility, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research, Utrecht Institute for Pharmaceutical Sciences, Utrecht University and Netherlands Proteomics Centre, Utrecht, The Netherlands
| | - Roderick L Beijersbergen
- Division of Molecular Carcinogenesis, The NKI Robotics and Screening Centre, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Adriaan B Houtsmuller
- Erasmus Optical Imaging Center, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherland
| | - Stefan Prekovic
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wilbert Zwart
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
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31
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Alonso-Gil D, Losada A. NIPBL and cohesin: new take on a classic tale. Trends Cell Biol 2023; 33:860-871. [PMID: 37062615 DOI: 10.1016/j.tcb.2023.03.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/10/2023] [Accepted: 03/13/2023] [Indexed: 04/18/2023]
Abstract
Cohesin folds the genome in dynamic chromatin loops and holds the sister chromatids together. NIPBLScc2 is currently considered the cohesin loader, a role that may need reevaluation. NIPBL activates the cohesin ATPase, which is required for topological entrapment of sister DNAs and to fuel DNA loop extrusion, but is not required for chromatin association. Mechanistic dissection of these processes suggests that both NIPBL and the cohesin STAG subunit bind DNA. NIPBL also regulates conformational switches of the complex. Interactions of NIPBL with chromatin factors, including remodelers, replication proteins, and the transcriptional machinery, affect cohesin loading and distribution. Here, we discuss recent research addressing how NIPBL modulates cohesin activities and how its mutation causes a developmental disorder, Cornelia de Lange Syndrome (CdLS).
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Affiliation(s)
- Dácil Alonso-Gil
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Ana Losada
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
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32
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da Costa-Nunes JA, Noordermeer D. TADs: Dynamic structures to create stable regulatory functions. Curr Opin Struct Biol 2023; 81:102622. [PMID: 37302180 DOI: 10.1016/j.sbi.2023.102622] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/12/2023] [Accepted: 05/15/2023] [Indexed: 06/13/2023]
Abstract
Mammalian chromosomes are organized at different length scales within the cell nucleus. Topologically Associating Domains (TADs) are structural units of 3D genome organization with functions in gene regulation, DNA replication, recombination and repair. Whereas TADs were initially interpreted as insulated domains, recent studies are revealing that these domains should be interpreted as dynamic collections of actively extruding loops. This process of loop extrusion is subsequently blocked at dedicated TAD boundaries, thereby promoting intra-domain interactions over their surroundings. In this review, we discuss how mammalian TAD structure can emerge from this dynamic process and we discuss recent evidence that TAD boundaries can have regulatory functions.
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Affiliation(s)
- José A da Costa-Nunes
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Daan Noordermeer
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France.
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33
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Corsi F, Rusch E, Goloborodko A. Loop extrusion rules: the next generation. Curr Opin Genet Dev 2023; 81:102061. [PMID: 37354885 DOI: 10.1016/j.gde.2023.102061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/12/2023] [Accepted: 05/18/2023] [Indexed: 06/26/2023]
Abstract
The interphase genome of vertebrates contains roughly 100 000 dynamic loops formed by cohesins. These loops are thought to play important roles in many functions, but their exact contribution in each case remains hotly disputed. The key challenge in studying these loops is the lack of a single experimental technique that could reliably and comprehensively visualize their locations and dynamics. Yet, we can infer them using theoretical models that integrate complementary experimental observations. Modeling proved instrumental in showing that cohesins form loops via extrusion. The loop extrusion model made numerous successful qualitative and quantitative predictions and inspired many experiments. However, it also demonstrated limited accuracy in predicting contact maps. Recent research suggests that the original model did not fully account for the intricate details of the mechanism of loop extrusion and its complex regulation. Here, we review the progress in visualizing extrusion and characterizing the cohesin cofactors. These discoveries can be summarized as 'rules' of cohesin movement along chromosomes and incorporated into the next generation of models. Such improved models will enable more accurate inferences of positions and dynamics of cohesin loops and generate better predictions for designing experiments.
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Affiliation(s)
- Flavia Corsi
- Institute of Molecular Biotechnology, Dr. Bohr-Gasse 3, 1030 Vienna, Austria. https://twitter.com/@flavia_corsi
| | - Emma Rusch
- Institute of Molecular Biotechnology, Dr. Bohr-Gasse 3, 1030 Vienna, Austria. https://twitter.com/@emma__rush
| | - Anton Goloborodko
- Institute of Molecular Biotechnology, Dr. Bohr-Gasse 3, 1030 Vienna, Austria.
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34
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Chiliński M, Lipiński J, Agarwal A, Ruan Y, Plewczynski D. Enhanced performance of gene expression predictive models with protein-mediated spatial chromatin interactions. Sci Rep 2023; 13:11693. [PMID: 37474564 PMCID: PMC10359366 DOI: 10.1038/s41598-023-38865-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 07/16/2023] [Indexed: 07/22/2023] Open
Abstract
There have been multiple attempts to predict the expression of the genes based on the sequence, epigenetics, and various other factors. To improve those predictions, we have decided to investigate adding protein-specific 3D interactions that play a significant role in the condensation of the chromatin structure in the cell nucleus. To achieve this, we have used the architecture of one of the state-of-the-art algorithms, ExPecto, and investigated the changes in the model metrics upon adding the spatially relevant data. We have used ChIA-PET interactions that are mediated by cohesin (24 cell lines), CTCF (4 cell lines), and RNAPOL2 (4 cell lines). As the output of the study, we have developed the Spatial Gene Expression (SpEx) algorithm that shows statistically significant improvements in most cell lines. We have compared ourselves to the baseline ExPecto model, which obtained a 0.82 Spearman's rank correlation coefficient (SCC) score, and 0.85, which is reported by newer Enformer were able to obtain the average correlation score of 0.83. However, in some cases (e.g. RNAPOL2 on GM12878), our improvement reached 0.04, and in some cases (e.g. RNAPOL2 on H1), we reached an SCC of 0.86.
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Affiliation(s)
- Mateusz Chiliński
- Laboratory of Bioinformatics and Computational Genomics, Faculty of Mathematics and Information Science, Warsaw University of Technology, 00-662, Warsaw, Poland
- Laboratory of Functional and Structural Genomics, Centre of New Technologies, University of Warsaw, 02-097, Warsaw, Poland
| | | | - Abhishek Agarwal
- Laboratory of Functional and Structural Genomics, Centre of New Technologies, University of Warsaw, 02-097, Warsaw, Poland
| | - Yijun Ruan
- The Jackson Laboratory for Genomic Medicine, 10 Discovery Drive, Farmington, CT, 06030, USA
- Life Sciences Institute, Zhejiang University, Zhejiang, Hangzhou, China
| | - Dariusz Plewczynski
- Laboratory of Bioinformatics and Computational Genomics, Faculty of Mathematics and Information Science, Warsaw University of Technology, 00-662, Warsaw, Poland.
- Laboratory of Functional and Structural Genomics, Centre of New Technologies, University of Warsaw, 02-097, Warsaw, Poland.
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35
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Langer CCH, Mitter M, Stocsits RR, Gerlich DW. HiCognition: a visual exploration and hypothesis testing tool for 3D genomics. Genome Biol 2023; 24:158. [PMID: 37408019 PMCID: PMC10320903 DOI: 10.1186/s13059-023-02996-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 06/25/2023] [Indexed: 07/07/2023] Open
Abstract
Genome browsers facilitate integrated analysis of multiple genomics datasets yet visualize only a few regions at a time and lack statistical functions for extracting meaningful information. We present HiCognition, a visual exploration and machine-learning tool based on a new genomic region set concept, enabling detection of patterns and associations between 3D chromosome conformation and collections of 1D genomics profiles of any type. By revealing how transcription and cohesion subunit isoforms contribute to chromosome conformation, we showcase how the flexible user interface and machine learning tools of HiCognition help to understand the relationship between the structure and function of the genome.
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Affiliation(s)
- Christoph C H Langer
- Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna BioCenter, Vienna, Austria
| | - Michael Mitter
- Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna BioCenter, Vienna, Austria
| | - Roman R Stocsits
- Research Institute of Molecular Pathology, Vienna BioCenter, Vienna, Austria
| | - Daniel W Gerlich
- Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna BioCenter, Vienna, Austria.
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36
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Pandupuspitasari NS, Khan FA, Huang C, Ali A, Yousaf MR, Shakeel F, Putri EM, Negara W, Muktiani A, Prasetiyono BWHE, Kustiawan L, Wahyuni DS. Recent advances in chromosome capture techniques unraveling 3D genome architecture in germ cells, health, and disease. Funct Integr Genomics 2023; 23:214. [PMID: 37386239 DOI: 10.1007/s10142-023-01146-5] [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] [Received: 04/08/2023] [Revised: 06/16/2023] [Accepted: 06/20/2023] [Indexed: 07/01/2023]
Abstract
In eukaryotes, the genome does not emerge in a specific shape but rather as a hierarchial bundle within the nucleus. This multifaceted genome organization consists of multiresolution cellular structures, such as chromosome territories, compartments, and topologically associating domains, which are frequently defined by architecture, design proteins including CTCF and cohesin, and chromatin loops. This review briefly discusses the advances in understanding the basic rules of control, chromatin folding, and functional areas in early embryogenesis. With the use of chromosome capture techniques, the latest advancements in technologies for visualizing chromatin interactions come close to revealing 3D genome formation frameworks with incredible detail throughout all genomic levels, including at single-cell resolution. The possibility of detecting variations in chromatin architecture might open up new opportunities for disease diagnosis and prevention, infertility treatments, therapeutic approaches, desired exploration, and many other application scenarios.
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Affiliation(s)
- Nuruliarizki Shinta Pandupuspitasari
- Laboratory of Animal Nutrition and Feed Science, Animal Science Department, Faculty of Animal and Agricultural Sciences, Universitas Diponegoro, Semarang, Indonesia.
| | - Faheem Ahmed Khan
- Research Center for Animal Husbandry, National Research and Innovation Agency, Bogor, Indonesia
| | - Chunjie Huang
- Institute of Reproductive Medicine, School of Medicine, Nantong University, Nantong, 226001, China
| | - Azhar Ali
- Laboratory of Molecular Biology and Genomics, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan
| | - Muhammad Rizwan Yousaf
- Laboratory of Molecular Biology and Genomics, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan
| | - Farwa Shakeel
- Laboratory of Molecular Biology and Genomics, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan
| | - Ezi Masdia Putri
- Research Center for Animal Husbandry, National Research and Innovation Agency, Bogor, Indonesia
| | - Windu Negara
- Research Center for Animal Husbandry, National Research and Innovation Agency, Bogor, Indonesia
| | - Anis Muktiani
- Laboratory of Animal Nutrition and Feed Science, Animal Science Department, Faculty of Animal and Agricultural Sciences, Universitas Diponegoro, Semarang, Indonesia
| | - Bambang Waluyo Hadi Eko Prasetiyono
- Laboratory of Feed Technology, Animal Science Department, Faculty of Animal and Agricultural Sciences Universitas Diponegoro, Semarang, Indonesia
| | - Limbang Kustiawan
- Laboratory of Animal Nutrition and Feed Science, Animal Science Department, Faculty of Animal and Agricultural Sciences, Universitas Diponegoro, Semarang, Indonesia
| | - Dimar Sari Wahyuni
- Research Center for Animal Husbandry, National Research and Innovation Agency, Bogor, Indonesia
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Liu M, Pan H, Kaur P, Wang LJ, Jin M, Detwiler AC, Opresko PL, Tao YJ, Wang H, Riehn R. Assembly path dependence of telomeric DNA compaction by TRF1, TIN2, and SA1. Biophys J 2023; 122:1822-1832. [PMID: 37081787 PMCID: PMC10209029 DOI: 10.1016/j.bpj.2023.04.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 03/10/2023] [Accepted: 04/12/2023] [Indexed: 04/22/2023] Open
Abstract
Telomeres, complexes of DNA and proteins, protect ends of linear chromosomes. In humans, the two shelterin proteins TRF1 and TIN2, along with cohesin subunit SA1, were proposed to mediate telomere cohesion. Although the ability of the TRF1-TIN2 and TRF1-SA1 systems to compact telomeric DNA by DNA-DNA bridging has been reported, the function of the full ternary TRF1-TIN2-SA1 system has not been explored in detail. Here, we quantify the compaction of nanochannel-stretched DNA by the ternary system, as well as its constituents, and obtain estimates of the relative impact of its constituents and their interactions. We find that TRF1, TIN2, and SA1 work synergistically to cause a compaction of the DNA substrate, and that maximal compaction occurs if all three proteins are present. By altering the sequence with which DNA substrates are exposed to proteins, we establish that compaction by TRF1 and TIN2 can proceed through binding of TRF1 to DNA, followed by compaction as TIN2 recognizes the previously bound TRF1. We further establish that SA1 alone can also lead to a compaction, and that compaction in a combined system of all three proteins can be understood as an additive effect of TRF1-TIN2 and SA1-based compaction. Atomic force microscopy of intermolecular aggregation confirms that a combination of TRF1, TIN2, and SA1 together drive strong intermolecular aggregation as it would be required during chromosome cohesion.
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Affiliation(s)
- Ming Liu
- Department of Physics, NC State University, Raleigh, North Carolina
| | - Hai Pan
- Department of Physics, NC State University, Raleigh, North Carolina
| | - Parminder Kaur
- Department of Physics, NC State University, Raleigh, North Carolina
| | - Lucia J Wang
- Department of Physics, NC State University, Raleigh, North Carolina
| | - Miao Jin
- Department of BioSciences, Rice University, Houston, Texas
| | - Ariana C Detwiler
- Department of Environmental and Occupational Health, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Patricia L Opresko
- Department of Environmental and Occupational Health, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Yizhi Jane Tao
- Department of BioSciences, Rice University, Houston, Texas
| | - Hong Wang
- Department of Physics, NC State University, Raleigh, North Carolina
| | - Robert Riehn
- Department of Physics, NC State University, Raleigh, North Carolina.
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Sen Gupta A, Seidel C, Tsuchiya D, McKinney S, Yu Z, Smith S, Unruh J, Gerton JL. Defining a core configuration for human centromeres during mitosis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.10.539634. [PMID: 37214893 PMCID: PMC10197669 DOI: 10.1101/2023.05.10.539634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The biorientation of sister chromatids on the mitotic spindle, essential for accurate sister chromatid segregation, relies on critical centromere components including cohesin, the centromere-specific H3 variant CENP-A, and centromeric DNA. Centromeric DNA is highly variable between chromosomes yet must accomplish a similar function. Moreover, how the 50 nm cohesin ring, proposed to encircle sister chromatids, accommodates inter-sister centromeric distances of hundreds of nanometers on the metaphase spindle is a conundrum. Insight into the 3D organization of centromere components would help resolve how centromeres function on the mitotic spindle. We used ChIP-seq and super-resolution microscopy to examine the geometry of essential centromeric components on human chromosomes. ChIP-seq demonstrates that cohesin subunits are depleted in α-satellite arrays where CENP-A nucleosomes and kinetochores assemble. Cohesin is instead enriched at pericentromeric DNA. Structured illumination microscopy of sister centromeres is consistent, revealing a non-overlapping pattern of CENP-A and cohesin. We used single particle averaging of hundreds of mitotic sister chromatids to develop an average centromere model. CENP-A clusters on sister chromatids, connected by α-satellite, are separated by ~562 nm with a perpendicular intervening ~190 nM wide axis of cohesin. Two differently sized α-satellite arrays on chromosome 7 display similar inter-sister CENP-A cluster distance, demonstrating different sized arrays can achieve a common spacing. Our data suggest a working model for a common core configuration of essential centromeric components that includes CENP-A nucleosomes at the outer edge of extensible α-satellite DNA and pericentromeric cohesion. This configuration helps reconcile how centromeres function and serves as a foundation for future studies of additional components required for centromere function.
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Affiliation(s)
| | - Chris Seidel
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Dai Tsuchiya
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Sean McKinney
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Zulin Yu
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Sarah Smith
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Jay Unruh
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Jennifer L. Gerton
- Stowers Institute for Medical Research, Kansas City, MO, USA
- University of Kansas Department of Biochemistry and Molecular Biology, Kansas City, KS, USA
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39
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Pritchett EM, Van Goor A, Schneider BK, Young M, Lamont SJ, Schmidt CJ. Chicken pituitary transcriptomic responses to acute heat stress. Mol Biol Rep 2023; 50:5233-5246. [PMID: 37127810 DOI: 10.1007/s11033-023-08464-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/14/2023] [Indexed: 05/03/2023]
Abstract
BACKGROUND Poultry production is vulnerable to increasing temperatures in terms of animal welfare and in economic losses. With the predicted increase in global temperature and the number and severity of heat waves, it is important to understand how chickens raised for food respond to heat stress. This knowledge can be used to determine how to select chickens that are adapted to thermal challenge. As neuroendocrine organs, the hypothalamus and pituitary provide systemic regulation of the heat stress response. METHODS AND RESULTS Here we report a transcriptome analysis of the pituitary response to acute heat stress. Chickens were stressed for 2 h at 35 °C (HS) and transcriptomes compared with birds maintained in thermoneutral temperatures (25 °C). CONCLUSIONS The observations were evaluated in the context of ontology terms and pathways to describe the pituitary response to heat stress. The pituitaries of heat stressed birds exhibited responses to hyperthermia through altered expression of genes coding for chaperones, cell cycle regulators, cholesterol synthesis, transcription factors, along with the secreted peptide hormones, prolactin, and proopiomelanocortin.
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Affiliation(s)
| | - Angelica Van Goor
- Animal Science, Iowa State University, Ames, IA, USA
- Food Science and Human Nutrition, Iowa State University, Ames, IA, USA
| | | | - Meaghan Young
- Animal and Food Science, University of Delaware, Newark, DE, USA
| | | | - Carl J Schmidt
- Animal and Food Science, University of Delaware, Newark, DE, USA.
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Caruso LB, Maestri D, Tempera I. Three-Dimensional Chromatin Structure of the EBV Genome: A Crucial Factor in Viral Infection. Viruses 2023; 15:1088. [PMID: 37243174 PMCID: PMC10222312 DOI: 10.3390/v15051088] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 04/19/2023] [Accepted: 04/27/2023] [Indexed: 05/28/2023] Open
Abstract
Epstein-Barr Virus (EBV) is a human gamma-herpesvirus that is widespread worldwide. To this day, about 200,000 cancer cases per year are attributed to EBV infection. EBV is capable of infecting both B cells and epithelial cells. Upon entry, viral DNA reaches the nucleus and undergoes a process of circularization and chromatinization and establishes a latent lifelong infection in host cells. There are different types of latency all characterized by different expressions of latent viral genes correlated with a different three-dimensional architecture of the viral genome. There are multiple factors involved in the regulation and maintenance of this three-dimensional organization, such as CTCF, PARP1, MYC and Nuclear Lamina, emphasizing its central role in latency maintenance.
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Affiliation(s)
| | - Davide Maestri
- The Wistar Institute, Philadelphia, PA 19104, USA; (L.B.C.); (D.M.)
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy
| | - Italo Tempera
- The Wistar Institute, Philadelphia, PA 19104, USA; (L.B.C.); (D.M.)
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41
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Chiliński M, Lipiński J, Agarwal A, Ruan Y, Plewczynski D. Enhanced performance of gene expression predictive models with protein-mediated spatial chromatin interactions. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.06.535849. [PMID: 37066361 PMCID: PMC10104055 DOI: 10.1101/2023.04.06.535849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
There have been multiple attempts to predict the expression of the genes based on the sequence, epigenetics, and various other factors. To improve those predictions, we have decided to investigate adding protein-specific 3D interactions that play a major role in the compensation of the chromatin structure in the cell nucleus. To achieve this, we have used the architecture of one of the state-of-the-art algorithms, ExPecto (J. Zhou et al., 2018), and investigated the changes in the model metrics upon adding the spatially relevant data. We have used ChIA-PET interactions that are mediated by cohesin (24 cell lines), CTCF (4 cell lines), and RNAPOL2 (4 cell lines). As the output of the study, we have developed the Spatial Gene Expression (SpEx) algorithm that shows statistically significant improvements in most cell lines.
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42
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Porter H, Li Y, Neguembor MV, Beltran M, Varsally W, Martin L, Cornejo MT, Pezić D, Bhamra A, Surinova S, Jenner RG, Cosma MP, Hadjur S. Cohesin-independent STAG proteins interact with RNA and R-loops and promote complex loading. eLife 2023; 12:e79386. [PMID: 37010886 PMCID: PMC10238091 DOI: 10.7554/elife.79386] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 04/02/2023] [Indexed: 04/04/2023] Open
Abstract
Most studies of cohesin function consider the Stromalin Antigen (STAG/SA) proteins as core complex members given their ubiquitous interaction with the cohesin ring. Here, we provide functional data to support the notion that the SA subunit is not a mere passenger in this structure, but instead plays a key role in the localization of cohesin to diverse biological processes and promotes loading of the complex at these sites. We show that in cells acutely depleted for RAD21, SA proteins remain bound to chromatin, cluster in 3D and interact with CTCF, as well as with a wide range of RNA binding proteins involved in multiple RNA processing mechanisms. Accordingly, SA proteins interact with RNA, and R-loops, even in the absence of cohesin. Our results place SA1 on chromatin upstream of the cohesin ring and reveal a role for SA1 in cohesin loading which is independent of NIPBL, the canonical cohesin loader. We propose that SA1 takes advantage of structural R-loop platforms to link cohesin loading and chromatin structure with diverse functions. Since SA proteins are pan-cancer targets, and R-loops play an increasingly prevalent role in cancer biology, our results have important implications for the mechanistic understanding of SA proteins in cancer and disease.
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Affiliation(s)
- Hayley Porter
- Research Department of Cancer Biology, Cancer Institute, University College London, London, United Kingdom
| | - Yang Li
- Research Department of Cancer Biology, Cancer Institute, University College London, London, United Kingdom
| | - Maria Victoria Neguembor
- Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Manuel Beltran
- Regulatory Genomics Group, Cancer Institute, University College London, London, United Kingdom
| | - Wazeer Varsally
- Research Department of Cancer Biology, Cancer Institute, University College London, London, United Kingdom
| | - Laura Martin
- Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Manuel Tavares Cornejo
- Regulatory Genomics Group, Cancer Institute, University College London, London, United Kingdom
| | - Dubravka Pezić
- Research Department of Cancer Biology, Cancer Institute, University College London, London, United Kingdom
| | - Amandeep Bhamra
- Proteomics Research Translational Technology Platform, Cancer Institute, University College London, London, United Kingdom
| | - Silvia Surinova
- Proteomics Research Translational Technology Platform, Cancer Institute, University College London, London, United Kingdom
| | - Richard G Jenner
- Regulatory Genomics Group, Cancer Institute, University College London, London, United Kingdom
| | - Maria Pia Cosma
- Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Suzana Hadjur
- Research Department of Cancer Biology, Cancer Institute, University College London, London, United Kingdom
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43
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Horsfield JA. Full circle: a brief history of cohesin and the regulation of gene expression. FEBS J 2023; 290:1670-1687. [PMID: 35048511 DOI: 10.1111/febs.16362] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 12/21/2021] [Accepted: 01/18/2022] [Indexed: 12/17/2022]
Abstract
The cohesin complex has a range of crucial functions in the cell. Cohesin is essential for mediating chromatid cohesion during mitosis, for repair of double-strand DNA breaks, and for control of gene transcription. This last function has been the subject of intense research ever since the discovery of cohesin's role in the long-range regulation of the cut gene in Drosophila. Subsequent research showed that the expression of some genes is exquisitely sensitive to cohesin depletion, while others remain relatively unperturbed. Sensitivity to cohesin depletion is also remarkably cell type- and/or condition-specific. The relatively recent discovery that cohesin is integral to forming chromatin loops via loop extrusion should explain much of cohesin's gene regulatory properties, but surprisingly, loop extrusion has failed to identify a 'one size fits all' mechanism for how cohesin controls gene expression. This review will illustrate how early examples of cohesin-dependent gene expression integrate with later work on cohesin's role in genome organization to explain mechanisms by which cohesin regulates gene expression.
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Affiliation(s)
- Julia A Horsfield
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Genetics Otago Research Centre, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, New Zealand
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Alonso-Gil D, Cuadrado A, Giménez-Llorente D, Rodríguez-Corsino M, Losada A. Different NIPBL requirements of cohesin-STAG1 and cohesin-STAG2. Nat Commun 2023; 14:1326. [PMID: 36898992 PMCID: PMC10006224 DOI: 10.1038/s41467-023-36900-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 02/22/2023] [Indexed: 03/12/2023] Open
Abstract
Cohesin organizes the genome through the formation of chromatin loops. NIPBL activates cohesin's ATPase and is essential for loop extrusion, but its requirement for cohesin loading is unclear. Here we have examined the effect of reducing NIPBL levels on the behavior of the two cohesin variants carrying STAG1 or STAG2 by combining a flow cytometry assay to measure chromatin-bound cohesin with analyses of its genome-wide distribution and genome contacts. We show that NIPBL depletion results in increased cohesin-STAG1 on chromatin that further accumulates at CTCF positions while cohesin-STAG2 diminishes genome-wide. Our data are consistent with a model in which NIPBL may not be required for chromatin association of cohesin but it is for loop extrusion, which in turn facilitates stabilization of cohesin-STAG2 at CTCF positions after being loaded elsewhere. In contrast, cohesin-STAG1 binds chromatin and becomes stabilized at CTCF sites even under low NIPBL levels, but genome folding is severely impaired.
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Affiliation(s)
- Dácil Alonso-Gil
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Ana Cuadrado
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Daniel Giménez-Llorente
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Miriam Rodríguez-Corsino
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Ana Losada
- Chromosome Dynamics Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
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45
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de Wit E, Nora EP. New insights into genome folding by loop extrusion from inducible degron technologies. Nat Rev Genet 2023; 24:73-85. [PMID: 36180596 DOI: 10.1038/s41576-022-00530-4] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/24/2022] [Indexed: 01/24/2023]
Abstract
Chromatin folds into dynamic loops that often span hundreds of kilobases and physically wire distant loci together for gene regulation. These loops are continuously created, extended and positioned by structural maintenance of chromosomes (SMC) protein complexes, such as condensin and cohesin, and their regulators, including CTCF, in a highly dynamic process known as loop extrusion. Genetic loss of extrusion factors is lethal, complicating their study. Inducible protein degradation technologies enable the depletion of loop extrusion factors within hours, leading to the rapid reconfiguration of chromatin folding. Here, we review how these technologies have changed our understanding of genome organization, upsetting long-held beliefs on its role in transcription. Finally, we examine recent models that attempt to reconcile observations after chronic versus acute perturbations, and discuss future developments in this rapidly developing field of research.
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Affiliation(s)
- Elzo de Wit
- Division of Gene Regulation, Oncode Institute, Amsterdam, the Netherlands.
- Division of Gene Regulation, Netherlands Cancer Institute, Amsterdam, the Netherlands.
| | - Elphège P Nora
- Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA.
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA.
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46
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Balaji AK, Saha S, Deshpande S, Poola D, Sengupta K. Nuclear envelope, chromatin organizers, histones, and DNA: The many achilles heels exploited across cancers. Front Cell Dev Biol 2022; 10:1068347. [PMID: 36589746 PMCID: PMC9800887 DOI: 10.3389/fcell.2022.1068347] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
In eukaryotic cells, the genome is organized in the form of chromatin composed of DNA and histones that organize and regulate gene expression. The dysregulation of chromatin remodeling, including the aberrant incorporation of histone variants and their consequent post-translational modifications, is prevalent across cancers. Additionally, nuclear envelope proteins are often deregulated in cancers, which impacts the 3D organization of the genome. Altered nuclear morphology, genome organization, and gene expression are defining features of cancers. With advances in single-cell sequencing, imaging technologies, and high-end data mining approaches, we are now at the forefront of designing appropriate small molecules to selectively inhibit the growth and proliferation of cancer cells in a genome- and epigenome-specific manner. Here, we review recent advances and the emerging significance of aberrations in nuclear envelope proteins, histone variants, and oncohistones in deregulating chromatin organization and gene expression in oncogenesis.
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Affiliation(s)
| | | | | | | | - Kundan Sengupta
- Chromosome Biology Lab (CBL), Indian Institute of Science Education and Research, Pune, Maharashtra, India
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47
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Cuadrado A, Giménez-Llorente D, De Koninck M, Ruiz-Torres M, Kojic A, Rodríguez-Corsino M, Losada A. Contribution of variant subunits and associated factors to genome-wide distribution and dynamics of cohesin. Epigenetics Chromatin 2022; 15:37. [PMID: 36424654 PMCID: PMC9686121 DOI: 10.1186/s13072-022-00469-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/24/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The cohesin complex organizes the genome-forming dynamic chromatin loops that impact on all DNA-mediated processes. There are two different cohesin complexes in vertebrate somatic cells, carrying the STAG1 or STAG2 subunit, and two versions of the regulatory subunit PDS5, PDS5A and PDS5B. Mice deficient for any of the variant subunits are embryonic lethal, which indicates that they are not functionally redundant. However, their specific behavior at the molecular level is not fully understood. RESULTS The genome-wide distribution of cohesin provides important information with functional consequences. Here, we have characterized the distribution of cohesin subunits and regulators in mouse embryo fibroblasts (MEFs) either wild type or deficient for cohesin subunits and regulators by chromatin immunoprecipitation and deep sequencing. We identify non-CTCF cohesin-binding sites in addition to the commonly detected CTCF cohesin sites and show that cohesin-STAG2 is the preferred variant at these positions. Moreover, this complex has a more dynamic association with chromatin as judged by fluorescence recovery after photobleaching (FRAP), associates preferentially with WAPL and is more easily extracted from chromatin with salt than cohesin-STAG1. We observe that both PDS5A and PDS5B are exclusively located at cohesin-CTCF positions and that ablation of a single paralog has no noticeable consequences for cohesin distribution while double knocked out cells show decreased accumulation of cohesin at all its binding sites. With the exception of a fraction of cohesin positions in which we find binding of all regulators, including CTCF and WAPL, the presence of NIPBL and PDS5 is mutually exclusive, consistent with our immunoprecipitation analyses in mammalian cell extracts and previous results in yeast. CONCLUSION Our findings support the idea that non-CTCF cohesin-binding sites represent sites of cohesin loading or pausing and are preferentially occupied by the more dynamic cohesin-STAG2. PDS5 proteins redundantly contribute to arrest cohesin at CTCF sites, possibly by preventing binding of NIPBL, but are not essential for this arrest. These results add important insights towards understanding how cohesin regulates genome folding and the specific contributions of the different variants that coexist in the cell.
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Affiliation(s)
- Ana Cuadrado
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Daniel Giménez-Llorente
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Magali De Koninck
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Miguel Ruiz-Torres
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Aleksandar Kojic
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Miriam Rodríguez-Corsino
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Ana Losada
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain.
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48
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Lohia R, Fox N, Gillis J. A global high-density chromatin interaction network reveals functional long-range and trans-chromosomal relationships. Genome Biol 2022; 23:238. [PMID: 36352464 PMCID: PMC9647974 DOI: 10.1186/s13059-022-02790-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 10/10/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Chromatin contacts are essential for gene-expression regulation; however, obtaining a high-resolution genome-wide chromatin contact map is still prohibitively expensive owing to large genome sizes and the quadratic scale of pairwise data. Chromosome conformation capture (3C)-based methods such as Hi-C have been extensively used to obtain chromatin contacts. However, since the sparsity of these maps increases with an increase in genomic distance between contacts, long-range or trans-chromatin contacts are especially challenging to sample. RESULTS Here, we create a high-density reference genome-wide chromatin contact map using a meta-analytic approach. We integrate 3600 human, 6700 mouse, and 500 fly Hi-C experiments to create species-specific meta-Hi-C chromatin contact maps with 304 billion, 193 billion, and 19 billion contacts in respective species. We validate that meta-Hi-C contact maps are uniquely powered to capture functional chromatin contacts in both cis and trans. We find that while individual dataset Hi-C networks are largely unable to predict any long-range coexpression (median 0.54 AUC), meta-Hi-C networks perform comparably in both cis and trans (0.65 AUC vs 0.64 AUC). Similarly, for long-range expression quantitative trait loci (eQTL), meta-Hi-C contacts outperform all individual Hi-C experiments, providing an improvement over the conventionally used linear genomic distance-based association. Assessing between species, we find patterns of chromatin contact conservation in both cis and trans and strong associations with coexpression even in species for which Hi-C data is lacking. CONCLUSIONS We have generated an integrated chromatin interaction network which complements a large number of methodological and analytic approaches focused on improved specificity or interpretation. This high-depth "super-experiment" is surprisingly powerful in capturing long-range functional relationships of chromatin interactions, which are now able to predict coexpression, eQTLs, and cross-species relationships. The meta-Hi-C networks are available at https://labshare.cshl.edu/shares/gillislab/resource/HiC/ .
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Affiliation(s)
- Ruchi Lohia
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, USA
| | - Nathan Fox
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, USA
| | - Jesse Gillis
- Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, USA
- Department of Physiology and Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Canada
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Liu S, Cao Y, Cui K, Tang Q, Zhao K. Hi-TrAC reveals division of labor of transcription factors in organizing chromatin loops. Nat Commun 2022; 13:6679. [PMID: 36335136 PMCID: PMC9637178 DOI: 10.1038/s41467-022-34276-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 10/20/2022] [Indexed: 11/08/2022] Open
Abstract
The three-dimensional genomic structure plays a critical role in gene expression, cellular differentiation, and pathological conditions. It is pivotal to elucidate fine-scale chromatin architectures, especially interactions of regulatory elements, to understand the temporospatial regulation of gene expression. In this study, we report Hi-TrAC as a proximity ligation-free, robust, and sensitive technique to profile genome-wide chromatin interactions at high-resolution among regulatory elements. Hi-TrAC detects chromatin looping among accessible regions at single nucleosome resolution. With almost half-million identified loops, we reveal a comprehensive interaction network of regulatory elements across the genome. After integrating chromatin binding profiles of transcription factors, we discover that cohesin complex and CTCF are responsible for organizing long-range chromatin loops, related to domain formation; whereas ZNF143 and HCFC1 are involved in structuring short-range chromatin loops between regulatory elements, which directly regulate gene expression. Thus, we introduce a methodology to identify a delicate and comprehensive network of cis-regulatory elements, revealing the complexity and a division of labor of transcription factors in organizing chromatin loops for genome organization and gene expression.
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Affiliation(s)
- Shuai Liu
- grid.94365.3d0000 0001 2297 5165Laboratory of Epigenome Biology, Systems Biology Center, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD USA
| | - Yaqiang Cao
- grid.94365.3d0000 0001 2297 5165Laboratory of Epigenome Biology, Systems Biology Center, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD USA
| | - Kairong Cui
- grid.94365.3d0000 0001 2297 5165Laboratory of Epigenome Biology, Systems Biology Center, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD USA
| | - Qingsong Tang
- grid.94365.3d0000 0001 2297 5165Laboratory of Epigenome Biology, Systems Biology Center, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD USA
| | - Keji Zhao
- grid.94365.3d0000 0001 2297 5165Laboratory of Epigenome Biology, Systems Biology Center, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD USA
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Athans SR, Krishnan N, Ramakrishnan S, Cortes Gomez E, Lage-Vickers S, Rak M, Kazmierczak ZI, Ohm JE, Attwood K, Wang J, Woloszynska A. STAG2 expression is associated with adverse survival outcomes and regulates cell phenotype in muscle-invasive bladder cancer. CANCER RESEARCH COMMUNICATIONS 2022; 2:1129-1143. [PMID: 36275363 PMCID: PMC9583756 DOI: 10.1158/2767-9764.crc-22-0155] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
STAG2 (Stromal Antigen 2), in healthy somatic cells, functions in sister chromatid cohesion, DNA damage repair, and genome organization, but its role in muscle invasive bladder cancer (MIBC) remains unknown. Here, using whole-exome and targeted sequencing (n=119 bladder cancer clinical samples), we found several STAG2 mutations in MIBC that correlate with loss of protein expression. The analysis of a bladder cancer tissue microarray (n=346) revealed that decreased STAG2 protein expression is associated with improved overall and progression-free survival for MIBC patients. In mouse xenograft studies, STAG2 knockdown (KD) decelerated MIBC tumor growth, whereas STAG2 overexpression accelerated tumor growth. In cell line studies, STAG2 loss augmented treatment with cisplatin, a first-line therapy for MIBC. STAG2 KD or overexpression did not alter degree of aneuploidy, copy number variations, or cell cycle distribution. However, unbiased RNA sequencing analysis revealed that STAG2 KD altered gene expression. STAG2 KD led to significant downregulation of several gene sets, such as collagen containing extracellular matrix, external encapsulating structure organization, and regulation of chemotaxis. Therefore, we investigated the effect of STAG2 KD on cell migration and invasion in vitro. We found that STAG2 KD minimized cell speed, displacement, and invasion. Altogether, our results present a non-canonical function of STAG2 in promoting cell motility and invasion of MIBC cells. This work forms the basis for additional investigation into the role of STAG2 in transcriptional regulation and how it becomes dysregulated in STAG2-mutant MIBC.
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Affiliation(s)
- Sarah R. Athans
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Nithya Krishnan
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Swathi Ramakrishnan
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Eduardo Cortes Gomez
- Department of Bioinformatics and Biostatistics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | | | - Monika Rak
- Department of Cell Biology, Jagiellonian University, 31-007, Krakow, Poland
| | - Zara I. Kazmierczak
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Joyce Ellen Ohm
- Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Kristopher Attwood
- Department of Bioinformatics and Biostatistics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Jianmin Wang
- Department of Bioinformatics and Biostatistics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Anna Woloszynska
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
- Corresponding Author: Anna Woloszynska, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203. Phone: 716-845-8495; E-mail:
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