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Abid D, Murphy K, Murphy Z, Rahman N, Getman M, Steiner L. The Condensin II complex regulates essential gene expression programs during erythropoiesis. Development 2025; 152:dev204485. [PMID: 40260585 DOI: 10.1242/dev.204485] [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: 10/30/2024] [Accepted: 04/04/2025] [Indexed: 04/23/2025]
Abstract
Erythropoiesis is characterized by dramatic changes in gene expression in the context of a cell that is rapidly proliferating while simultaneously condensing its nucleus in anticipation of enucleation. The mechanisms that maintain high level expression of erythroid genes and promote nuclear condensation remain poorly understood. Condensin II is a ring-like complex that promotes mitotic chromatin condensation and has roles in regulating interphase chromatin architecture and gene expression. We interrogated the role of Condensin II in erythropoiesis using an erythroid-specific deletion of the Condensin II subunit, Ncaph2. Ncaph2 loss resulted in severe anemia by embryonic day 12.5 with embryonic lethality. Ncaph2 mutant erythroid cells had dysregulated maturation and disrupted cell cycle progression, but surprisingly NCAPH2 was dispensable for nuclear condensation. Genomic studies revealed that NCAPH2 occupied the promoter of key erythroid and cell cycle genes that were downregulated following Ncaph2 loss. Together, our results demonstrate an essential role for NCAPH2 in the gene expression programs that regulate cell cycle progression and erythroid differentiation, and identify a role for the Condensin II complex in the regulation of a lineage-specific differentiation program.
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Affiliation(s)
- Deanna Abid
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Kristin Murphy
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Zachary Murphy
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
- Department of Biology, St John Fisher University, Rochester, NY 14618, USA
| | - Nabil Rahman
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Michael Getman
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Laurie Steiner
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
- Center for RNA Biology, University of Rochester, Department of Pediatrics, Rochester, NY 14642, USA
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2
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Abbasova L, Urbanaviciute P, Hu D, Ismail JN, Schilder BM, Nott A, Skene NG, Marzi SJ. CUT&Tag recovers up to half of ENCODE ChIP-seq histone acetylation peaks. Nat Commun 2025; 16:2993. [PMID: 40148272 PMCID: PMC11950320 DOI: 10.1038/s41467-025-58137-2] [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: 07/28/2022] [Accepted: 03/13/2025] [Indexed: 03/29/2025] Open
Abstract
DNA-protein interactions have traditionally been profiled via chromatin immunoprecipitation followed by next-generation sequencing (ChIP-seq). Cleavage Under Targets & Tagmentation (CUT&Tag) is a rapidly expanding technique that enables the profiling of such interactions in situ at high sensitivity. However, thorough evaluation and benchmarking against established ChIP-seq datasets are lacking. Here, we comprehensively benchmarked CUT&Tag for H3K27ac and H3K27me3 against published ChIP-seq profiles from ENCODE in K562 cells. Combining multiple new and published CUT&Tag datasets, there was an average recall of 54% known ENCODE peaks for both histone modifications. We tested peak callers MACS2 and SEACR and identified optimal peak calling parameters. Overall, peaks identified by CUT&Tag represent the strongest ENCODE peaks and show the same functional and biological enrichments as ChIP-seq peaks identified by ENCODE. Our workflow systematically evaluates the merits of methodological adjustments, providing a benchmarking framework for the experimental design and analysis of CUT&Tag studies.
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Affiliation(s)
- Leyla Abbasova
- UK Dementia Research Institute at Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Paulina Urbanaviciute
- UK Dementia Research Institute at King's College London, London, UK
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Di Hu
- UK Dementia Research Institute at Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Joy N Ismail
- UK Dementia Research Institute at King's College London, London, UK
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Brian M Schilder
- UK Dementia Research Institute at Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Alexi Nott
- UK Dementia Research Institute at Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Nathan G Skene
- UK Dementia Research Institute at Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Sarah J Marzi
- Department of Brain Sciences, Imperial College London, London, UK.
- UK Dementia Research Institute at King's College London, London, UK.
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
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3
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Charidemou E, Kirmizis A. A two-way relationship between histone acetylation and metabolism. Trends Biochem Sci 2024; 49:1046-1062. [PMID: 39516127 DOI: 10.1016/j.tibs.2024.10.005] [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: 08/01/2024] [Revised: 10/04/2024] [Accepted: 10/11/2024] [Indexed: 11/16/2024]
Abstract
A link between epigenetics and metabolism was initially recognized because the cellular metabolic state is communicated to the genome through the concentration of intermediary metabolites that are cofactors of chromatin-modifying enzymes. Recently, an additional interaction was postulated due to the capacity of the epigenome to store substantial amounts of metabolites that could become available again to cellular metabolite pools. Here, we focus on histone acetylation and review recent evidence illustrating this reciprocal relationship: in one direction, signaling-induced acetyl-coenzyme A (acetyl-CoA) changes influence histone acetylation levels to regulate genomic functions, and in the opposite direction histone acetylation acts as an acetate reservoir to directly affect downstream acetyl-CoA-mediated metabolism. This review highlights the current understanding, experimental challenges, and future perspectives of this bidirectional interplay.
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Affiliation(s)
- Evelina Charidemou
- Department of Biological Sciences, University of Cyprus, 2109 Nicosia, Cyprus; Department of Life and Health Sciences, University of Nicosia, Nicosia, Cyprus; Research Centre for Exercise and Nutrition (RECEN), Nicosia, Cyprus.
| | - Antonis Kirmizis
- Department of Biological Sciences, University of Cyprus, 2109 Nicosia, Cyprus.
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Ren L, Ma W, Wang Y. Predicting RNA polymerase II transcriptional elongation pausing and associated histone code. Brief Bioinform 2024; 25:bbae246. [PMID: 38783706 PMCID: PMC11116834 DOI: 10.1093/bib/bbae246] [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: 01/22/2024] [Revised: 04/12/2024] [Accepted: 05/07/2024] [Indexed: 05/25/2024] Open
Abstract
RNA Polymerase II (Pol II) transcriptional elongation pausing is an integral part of the dynamic regulation of gene transcription in the genome of metazoans. It plays a pivotal role in many vital biological processes and disease progression. However, experimentally measuring genome-wide Pol II pausing is technically challenging and the precise governing mechanism underlying this process is not fully understood. Here, we develop RP3 (RNA Polymerase II Pausing Prediction), a network regularized logistic regression machine learning method, to predict Pol II pausing events by integrating genome sequence, histone modification, gene expression, chromatin accessibility, and protein-protein interaction data. RP3 can accurately predict Pol II pausing in diverse cellular contexts and unveil the transcription factors that are associated with the Pol II pausing machinery. Furthermore, we utilize a forward feature selection framework to systematically identify the combination of histone modification signals associated with Pol II pausing. RP3 is freely available at https://github.com/AMSSwanglab/RP3.
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Affiliation(s)
- Lixin Ren
- School of Mathematics and Physics, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing 100083, China
| | - Wanbiao Ma
- School of Mathematics and Physics, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing 100083, China
| | - Yong Wang
- CEMS, NCMIS, MDIS, Academy of Mathematics and Systems Science, National Center for Mathematics and Interdisciplinary Sciences, Chinese Academy of Sciences, 55 Zhongguancun East Road, Haidian District, Beijing 100190, China
- School of Mathematical Sciences, University of Chinese Academy of Sciences, 19A Yuquan Road, Shijingshan District, Beijing 100049, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, 32 Jiaochang Donglu, Wuhua District, Kunming 650223, China
- Key Laboratory of Systems Biology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 1 Xiangshan Zhi Nong, West Lake District, Hangzhou 330106, China
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Desgeorges T, Galle E, Zhang J, von Meyenn F, De Bock K. Histone lactylation in macrophages is predictive for gene expression changes during ischemia induced-muscle regeneration. Mol Metab 2024; 83:101923. [PMID: 38521183 PMCID: PMC11002880 DOI: 10.1016/j.molmet.2024.101923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/12/2024] [Accepted: 03/18/2024] [Indexed: 03/25/2024] Open
Abstract
OBJECTIVES We have previously shown that lactate is an essential metabolite for macrophage polarisation during ischemia-induced muscle regeneration. Recent in vitro work has implicated histone lactylation, a direct derivative of lactate, in macrophage polarisation. Here, we explore the in vivo relevance of histone lactylation for macrophage polarisation after muscle injury. METHODS To evaluate macrophage dynamics during muscle regeneration, we subjected mice to ischemia-induced muscle damage by ligating the femoral artery. Muscle samples were harvested at 1, 2, 4, and 7 days post injury (dpi). CD45+CD11b+F4/80+CD64+ macrophages were isolated and processed for RNA sequencing, Western Blotting, and CUT&Tag-sequencing to investigate gene expression, histone lactylation levels, and histone lactylation genomic localisation and enrichment, respectively. RESULTS We show that, over time, macrophages in the injured muscle undergo extensive gene expression changes, which are similar in nature and in timing to those seen after other types of muscle-injuries. We find that the macrophage histone lactylome is modified between 2 and 4 dpi, which is a crucial window for macrophage polarisation. Absolute histone lactylation levels increase, and, although subtly, the genomic enrichment of H3K18la changes. Overall, we find that histone lactylation is important at both promoter and enhancer elements. Lastly, H3K18la genomic profile changes from 2 to 4 dpi were predictive for gene expression changes later in time, rather than being a reflection of prior gene expression changes. CONCLUSIONS Our results suggest that histone lactylation dynamics are functionally important for the function of macrophages during muscle regeneration.
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Affiliation(s)
- Thibaut Desgeorges
- Laboratory of Exercise and Health, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Eva Galle
- Laboratory of Nutrition and Metabolic Epigenetics, Institute for Food, Nutrition and Health, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Jing Zhang
- Laboratory of Exercise and Health, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Ferdinand von Meyenn
- Laboratory of Nutrition and Metabolic Epigenetics, Institute for Food, Nutrition and Health, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland.
| | - Katrien De Bock
- Laboratory of Exercise and Health, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland.
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Scadden AW, Graybill AS, Hull-Crew C, Lundberg TJ, Lande NM, Klocko AD. Histone deacetylation and cytosine methylation compartmentalize heterochromatic regions in the genome organization of Neurospora crassa. Proc Natl Acad Sci U S A 2023; 120:e2311249120. [PMID: 37963248 PMCID: PMC10666030 DOI: 10.1073/pnas.2311249120] [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: 07/20/2023] [Accepted: 10/11/2023] [Indexed: 11/16/2023] Open
Abstract
Chromosomes must correctly fold in eukaryotic nuclei for proper genome function. Eukaryotic organisms hierarchically organize their genomes, including in the fungus Neurospora crassa, where chromatin fiber loops compact into Topologically Associated Domain-like structures formed by heterochromatic region aggregation. However, insufficient data exist on how histone posttranslational modifications (PTMs), including acetylation, affect genome organization. In Neurospora, the HCHC complex [composed of the proteins HDA-1, CDP-2 (Chromodomain Protein-2), Heterochromatin Protein-1, and CHAP (CDP-2 and HDA-1 Associated Protein)] deacetylates heterochromatic nucleosomes, as loss of individual HCHC members increases centromeric acetylation, and alters the methylation of cytosines in DNA. Here, we assess whether the HCHC complex affects genome organization by performing Hi-C in strains deleted of the cdp-2 or chap genes. CDP-2 loss increases intra- and interchromosomal heterochromatic region interactions, while loss of CHAP decreases heterochromatic region compaction. Individual HCHC mutants exhibit different patterns of histone PTMs genome-wide, as CDP-2 deletion increases heterochromatic H4K16 acetylation, yet smaller heterochromatic regions lose H3K9 trimethylation and gain interheterochromatic region interactions; CHAP loss produces minimal acetylation changes but increases heterochromatic H3K9me3 enrichment. Loss of both CDP-2 and the DIM-2 DNA methyltransferase causes extensive genome disorder as heterochromatic-euchromatic contacts increase despite additional H3K9me3 enrichment. Our results highlight how the increased cytosine methylation in HCHC mutants ensures genome compartmentalization when heterochromatic regions become hyperacetylated without HDAC activity.
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Affiliation(s)
- Ashley W. Scadden
- Department of Chemistry and Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO80918
| | - Alayne S. Graybill
- Department of Chemistry and Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO80918
| | - Clayton Hull-Crew
- Department of Chemistry and Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO80918
| | - Tiffany J. Lundberg
- Department of Chemistry and Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO80918
| | - Nickolas M. Lande
- Department of Chemistry and Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO80918
| | - Andrew D. Klocko
- Department of Chemistry and Biochemistry, University of Colorado Colorado Springs, Colorado Springs, CO80918
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Scadden AW, Graybill AS, Hull-Crew C, Lundberg TJ, Lande NM, Klocko AD. Histone deacetylation and cytosine methylation compartmentalize heterochromatic regions in the genome organization of Neurospora crassa. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.03.547530. [PMID: 37461718 PMCID: PMC10349943 DOI: 10.1101/2023.07.03.547530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
Chromosomes must correctly fold in eukaryotic nuclei for proper genome function. Eukaryotic organisms hierarchically organize their genomes, including in the fungus Neurospora crassa, where chromatin fiber loops compact into Topologically Associated Domain (TAD)-like structures formed by heterochromatic region aggregation. However, insufficient data exists on how histone post-translational modifications, including acetylation, affect genome organization. In Neurospora, the HCHC complex (comprised of the proteins HDA-1, CDP-2, HP1, and CHAP) deacetylates heterochromatic nucleosomes, as loss of individual HCHC members increases centromeric acetylation and alters the methylation of cytosines in DNA. Here, we assess if the HCHC complex affects genome organization by performing Hi-C in strains deleted of the cdp-2 or chap genes. CDP-2 loss increases intra- and inter-chromosomal heterochromatic region interactions, while loss of CHAP decreases heterochromatic region compaction. Individual HCHC mutants exhibit different patterns of histone post-translational modifications genome-wide: without CDP-2, heterochromatic H4K16 acetylation is increased, yet smaller heterochromatic regions lose H3K9 trimethylation and gain inter-heterochromatic region interactions; CHAP loss produces minimal acetylation changes but increases heterochromatic H3K9me3 enrichment. Loss of both CDP-2 and the DIM-2 DNA methyltransferase causes extensive genome disorder, as heterochromatic-euchromatic contacts increase despite additional H3K9me3 enrichment. Our results highlight how the increased cytosine methylation in HCHC mutants ensures genome compartmentalization when heterochromatic regions become hyperacetylated without HDAC activity.
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Affiliation(s)
- Ashley W. Scadden
- University of Colorado Colorado Springs, Department of Chemistry & Biochemistry, Colorado Springs, CO 80918, USA
| | - Alayne S. Graybill
- University of Colorado Colorado Springs, Department of Chemistry & Biochemistry, Colorado Springs, CO 80918, USA
| | - Clayton Hull-Crew
- University of Colorado Colorado Springs, Department of Chemistry & Biochemistry, Colorado Springs, CO 80918, USA
| | - Tiffany J. Lundberg
- University of Colorado Colorado Springs, Department of Chemistry & Biochemistry, Colorado Springs, CO 80918, USA
| | - Nickolas M. Lande
- University of Colorado Colorado Springs, Department of Chemistry & Biochemistry, Colorado Springs, CO 80918, USA
| | - Andrew D. Klocko
- University of Colorado Colorado Springs, Department of Chemistry & Biochemistry, Colorado Springs, CO 80918, USA
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Tang ZC, Qu Q, Teng XQ, Zhuang HH, Xu WX, Qu J. Bibliometric analysis of evolutionary trends and hotspots of super-enhancers in cancer. Front Pharmacol 2023; 14:1192855. [PMID: 37576806 PMCID: PMC10415222 DOI: 10.3389/fphar.2023.1192855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 07/18/2023] [Indexed: 08/15/2023] Open
Abstract
Introduction: In the past decade, super-enhancer (SE) has become a research hotspot with increasing attention on cancer occurrence, development, and prognosis. To illustrate the hotspots of SE in cancer research and its evolutionary tendency, bibliometric analysis was carried out for this topic. Methods: Literature published before Dec 31, 2022, in WOSCC, was systematically classified, and Citespace, bibliometric.com/app, and GraphPad Prism analyzed the data. Results: After screening out inappropriate documents and duplicate data, 911 publications were selected for further bibliometric analysis. The top five research areas were Oncology (257, 28.211%), Cell Biology (210, 23.052%), Biochemistry Molecular Biology (209, 22.942%), Science Technology Other Topics (138, 15.148%), and Genetics Heredity (132, 14.490%). The United States of America (United States) has the highest number of documents (462, 50.71%), followed by China (303, 33.26%). Among the most productive institutions, four of which are from the United States and one from Singapore, the National University of Singapore. Harvard Medical School (7.68%) has the highest percentage of articles. Young, Richard A, with 32 publications, ranks first in the number of articles. The top three authors came from Whitehead Institute for Biomedical Research as a research team. More than two-thirds of the research are supported by the National Institutes of Health of the United States (337, 37.654%) and the United States Department of Health Human Services (337, 37.654%). And "super enhancer" (525), "cell identity" (258), "expression" (223), "cancer" (205), and "transcription factor" (193) account for the top 5 occurrence keywords. Discussion: Since 2013, SE and cancer related publications have shown a rapid growth trend. The United States continues to play a leading role in this field, as the top literature numbers, affiliations, funding agencies, and authors were all from the United States, followed by China and European countries. A high degree of active cooperation is evident among a multitude of countries. The role of SEs in cell identity, gene transcription, expression, and inhibition, as well as the relationship between SEs and TFs, and the selective inhibition of SEs, have received much attention, suggesting that they are hot issues for research.
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Affiliation(s)
- Zhen-Chu Tang
- Department of Neurology, The Second Xiangya Hospital of Central South University, Changsha, China
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Qiang Qu
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Hospital Management, Central South University, Changsha, China
- Hunan Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha, China
| | - Xin-Qi Teng
- Department of Pharmacy, The Second Xiangya Hospital, Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Hai-Hui Zhuang
- Department of Pharmacy, The Second Xiangya Hospital, Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Wei-Xin Xu
- Department of Pharmacy, The Second Xiangya Hospital, Institute of Clinical Pharmacy, Central South University, Changsha, China
| | - Jian Qu
- Department of Pharmacy, The Second Xiangya Hospital, Institute of Clinical Pharmacy, Central South University, Changsha, China
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FT-6876, a Potent and Selective Inhibitor of CBP/p300, is Active in Preclinical Models of Androgen Receptor-Positive Breast Cancer. Target Oncol 2023; 18:269-285. [PMID: 36826464 PMCID: PMC10042772 DOI: 10.1007/s11523-023-00949-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/30/2023] [Indexed: 02/25/2023]
Abstract
BACKGROUND Patients with triple-negative breast cancer (TNBC) expressing the androgen receptor (AR) respond poorly to neoadjuvant chemotherapy, although AR antagonists have shown promising clinical activity, suggesting these tumors are AR-dependent. cAMP responsive element binding protein (CREB)-binding protein (CBP) and p300 are transcriptional co-activators for the AR, a key driver of AR+ breast and prostate cancer, and may provide a novel therapeutic target in AR+ TNBC. OBJECTIVES The aim of this study was to determine the therapeutic potential of FT-6876, a new CBP/p300 bromodomain inhibitor, in breast cancer models with a range of AR levels in vitro and in vivo. METHODS Effects of FT-6876 on the CBP/p300 pathway were determined by combining chromatin immunoprecipitation (ChIP) with precision run-on sequencing (PRO-seq) complemented with H3K27 acetylation (Ac) and transcriptional profiling. The antiproliferative effect of FT-6876 was also measured in vitro and in vivo. RESULTS We describe the discovery of FT-6876, a potent and selective CBP/p300 bromodomain inhibitor. The combination of ChIP and PRO-seq confirmed the reduction in H3K27Ac at specific promoter sites concurrent with a decrease in CBP/p300 on the chromatin and a reduction in nascent RNA and enhancer RNA. This was associated with a time- and concentration-dependent reduction in H3K37Ac associated with a decrease in AR and estrogen receptor (ER) target gene expression. This led to a time-dependent growth inhibition in AR+ models, correlated with AR expression. Tumor growth inhibition was also observed in AR+ tumor models of TNBC and ER+ breast cancer subtypes with consistent pharmacokinetics and pharmacodynamics. CONCLUSION Our findings demonstrate FT-6876 as a promising new CBP/p300 bromodomain inhibitor, with efficacy in preclinical models of AR+ breast cancer.
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Saito T, Asai S, Tanaka N, Nohata N, Minemura C, Koma A, Kikkawa N, Kasamatsu A, Hanazawa T, Uzawa K, Seki N. Genome-Wide Super-Enhancer-Based Analysis: Identification of Prognostic Genes in Oral Squamous Cell Carcinoma. Int J Mol Sci 2022; 23:ijms23169154. [PMID: 36012427 PMCID: PMC9409227 DOI: 10.3390/ijms23169154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/29/2022] [Accepted: 08/12/2022] [Indexed: 12/24/2022] Open
Abstract
Advanced-stage oral squamous cell carcinoma (OSCC) patients are treated with combination therapies, such as surgery, radiation, chemotherapy, and immunotherapy. However, OSCC cells acquire resistance to these treatments, resulting in local recurrence and distant metastasis. The identification of genes involved in drug resistance is essential for improving the treatment of this disease. In this study, we applied chromatin immunoprecipitation sequencing (ChIP-Seq) to profile active enhancers. For that purpose, we used OSCC cell lines that had been exposed to cetuximab for a prolonged period. In total, 64 chromosomal loci were identified as active super-enhancers (SE) according to active enhancer marker histone H3 lysine 27 acetylation (H3K27ac) ChIP-Seq. In addition, a total of 131 genes were located in SE regions, and 34 genes were upregulated in OSCC tissues by TCGA-OSCC analysis. Moreover, high expression of four genes (C9orf89; p = 0.035, CENPA; p = 0.020, PISD; p = 0.0051, and TRAF2; p = 0.0075) closely predicted a poorer prognosis for OSCC patients according to log-rank tests. Increased expression of the four genes (mRNA Z-score ≥ 0) frequently co-occurred in TCGA-OSCC analyses. The high and low expression groups of the four genes showed significant differences in prognosis, suggesting that there are clear differences in the pathways based on the underlying gene expression profiles. These data indicate that potential stratified therapeutic strategies could be used to overcome resistance to drugs (including cetuximab) and further improve responses in drug-sensitive patients.
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Affiliation(s)
- Tomoaki Saito
- Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Shunichi Asai
- Department of Functional Genomics, Chiba University Graduate School of Medicine, Chiba 260-8670, Japan
- Department of Otorhinolaryngology/Head and Neck Surgery, Chiba University Graduate School of Medicine, Chiba 260-8670, Japan
| | - Nozomi Tanaka
- Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | | | - Chikashi Minemura
- Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Ayaka Koma
- Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Naoko Kikkawa
- Department of Functional Genomics, Chiba University Graduate School of Medicine, Chiba 260-8670, Japan
- Department of Otorhinolaryngology/Head and Neck Surgery, Chiba University Graduate School of Medicine, Chiba 260-8670, Japan
| | - Atsushi Kasamatsu
- Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Toyoyuki Hanazawa
- Department of Otorhinolaryngology/Head and Neck Surgery, Chiba University Graduate School of Medicine, Chiba 260-8670, Japan
| | - Katsuhiro Uzawa
- Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Naohiko Seki
- Department of Functional Genomics, Chiba University Graduate School of Medicine, Chiba 260-8670, Japan
- Correspondence: ; Tel.: +81-43-226-2971
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11
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Yashar WM, Kong G, VanCampen J, Curtiss BM, Coleman DJ, Carbone L, Yardimci GG, Maxson JE, Braun TP. GoPeaks: histone modification peak calling for CUT&Tag. Genome Biol 2022; 23:144. [PMID: 35788238 PMCID: PMC9252088 DOI: 10.1186/s13059-022-02707-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 06/15/2022] [Indexed: 12/27/2022] Open
Abstract
Genome-wide mapping of histone modifications is critical to understanding transcriptional regulation. CUT&Tag is a new method for profiling histone modifications, offering improved sensitivity and decreased cost compared with ChIP-seq. Here, we present GoPeaks, a peak calling method specifically designed for histone modification CUT&Tag data. We compare the performance of GoPeaks against commonly used peak calling algorithms to detect histone modifications that display a range of peak profiles and are frequently used in epigenetic studies. We find that GoPeaks robustly detects genome-wide histone modifications and, notably, identifies a substantial number of H3K27ac peaks with improved sensitivity compared to other standard algorithms.
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Affiliation(s)
- William M. Yashar
- Knight Cancer Institute, Oregon Health & Science University, Portland, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, USA
| | - Garth Kong
- Knight Cancer Institute, Oregon Health & Science University, Portland, USA
| | - Jake VanCampen
- Knight Cancer Institute, Oregon Health & Science University, Portland, USA
| | | | - Daniel J. Coleman
- Knight Cancer Institute, Oregon Health & Science University, Portland, USA
| | - Lucia Carbone
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, USA
| | - Galip Gürkan Yardimci
- Knight Cancer Institute, Oregon Health & Science University, Portland, USA
- Center for Early Cancer Detection, Oregon Health & Science University, Portland, USA
| | - Julia E. Maxson
- Knight Cancer Institute, Oregon Health & Science University, Portland, USA
- Division of Oncologic Sciences, Oregon Health & Science University, Portland, USA
| | - Theodore P. Braun
- Knight Cancer Institute, Oregon Health & Science University, Portland, USA
- Division of Oncologic Sciences, Oregon Health & Science University, Portland, USA
- Division of Hematology & Medical Oncology, Oregon Health & Science University, Portland, USA
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12
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Mauduit D, Taskiran II, Minnoye L, de Waegeneer M, Christiaens V, Hulselmans G, Demeulemeester J, Wouters J, Aerts S. Analysis of long and short enhancers in melanoma cell states. eLife 2021; 10:e71735. [PMID: 34874265 PMCID: PMC8691835 DOI: 10.7554/elife.71735] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 12/06/2021] [Indexed: 12/14/2022] Open
Abstract
Understanding how enhancers drive cell-type specificity and efficiently identifying them is essential for the development of innovative therapeutic strategies. In melanoma, the melanocytic (MEL) and the mesenchymal-like (MES) states present themselves with different responses to therapy, making the identification of specific enhancers highly relevant. Using massively parallel reporter assays (MPRAs) in a panel of patient-derived melanoma lines (MM lines), we set to identify and decipher melanoma enhancers by first focusing on regions with state-specific H3K27 acetylation close to differentially expressed genes. An in-depth evaluation of those regions was then pursued by investigating the activity of overlapping ATAC-seq peaks along with a full tiling of the acetylated regions with 190 bp sequences. Activity was observed in more than 60% of the selected regions, and we were able to precisely locate the active enhancers within ATAC-seq peaks. Comparison of sequence content with activity, using the deep learning model DeepMEL2, revealed that AP-1 alone is responsible for the MES enhancer activity. In contrast, SOX10 and MITF both influence MEL enhancer function with SOX10 being required to achieve high levels of activity. Overall, our MPRAs shed light on the relationship between long and short sequences in terms of their sequence content, enhancer activity, and specificity across melanoma cell states.
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Affiliation(s)
- David Mauduit
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
| | - Ibrahim Ihsan Taskiran
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
| | - Liesbeth Minnoye
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
| | - Maxime de Waegeneer
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
| | - Valerie Christiaens
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
| | - Gert Hulselmans
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
| | - Jonas Demeulemeester
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
- Cancer Genomics Laboratory, The Francis Crick InstituteLondonUnited Kingdom
| | - Jasper Wouters
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
| | - Stein Aerts
- VIB-KU Leuven Center for Brain & Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics KU LeuvenLeuvenBelgium
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13
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Si W, Huang Z, Li X, Zhao L, Ji Y, Li H, Liu X, Ye S, Chen D, Liu H, Kuang W, Zhu M. Super-enhancer-driven Sorting Nexin 5 expression promotes dopaminergic neuronal ferroptosis in Parkinson's disease models. Biochem Biophys Res Commun 2021; 567:35-41. [PMID: 34134000 DOI: 10.1016/j.bbrc.2021.06.024] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 06/06/2021] [Indexed: 02/09/2023]
Abstract
Parkinson's disease (PD) is the second most prevalent neurodegenerative disease worldwide. Recent studies revealed that the ferroptosis pathway is involved in the death process of dopaminergic neurons in PD. The aberrant endosomal sorting pathway, which results in aberrant iron level in eukaryotic cells, may serve a role in the ferroptosis pathway in PD condition. However, its specific molecular mechanisms remained unclear. In the present study, we performed chromatin immunoprecipitation (ChIP) assay, the rank ordering of super-enhancers (ROSE) algorithm, and RNA interference (RNAi) to explore the regulatory mechanism of PD-specific super-enhancer (SE) in the endosomal sorting pathway and ferroptosis pathway of 6-OHDA-lesioned rats and cells. The ChIP assay and ROSE algorithm results showed that there are specific SEs expression in 6-OHDA-lesioned SNc of PD rats, and the most significant expression gene is Sorting Nexin 5 (SNX5). SNX5 silencing by RNAi experiments significantly decreased the level of ferroptosis in 6-OHDA-lesioned PC12 cells, suggesting the correlation between the SNX5, ferroptosis, and PD. In conclusion, this study investigated the mechanism by which PD-specific SE driven SNX5 promoted the ferroptosis level in PD models. This study further improved the understanding of the mechanism of ferroptosis during PD injury and provided potential therapeutic targets and clinical diagnostic markers in PD condition.
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Affiliation(s)
- Wenwen Si
- Shenzhen Bao'an Traditional Chinese Medicine Hospital (Group), Shenzhen, China
| | - Zifeng Huang
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, China
| | - Xinrong Li
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, China
| | - Lijun Zhao
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, China
| | - Yichun Ji
- Shenzhen Bao'an Traditional Chinese Medicine Hospital (Group), Shenzhen, China
| | - Hang Li
- Shenzhen Bao'an Traditional Chinese Medicine Hospital (Group), Shenzhen, China
| | - Xuelei Liu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, China
| | - Shanyu Ye
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Dongfeng Chen
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Helu Liu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, China
| | - Weihong Kuang
- The Second Clinical Medical College, Guangdong Medical University, Dongguan, China.
| | - Meiling Zhu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, China.
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14
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Li GH, Qu Q, Qi TT, Teng XQ, Zhu HH, Wang JJ, Lu Q, Qu J. Super-enhancers: a new frontier for epigenetic modifiers in cancer chemoresistance. J Exp Clin Cancer Res 2021; 40:174. [PMID: 34011395 PMCID: PMC8132395 DOI: 10.1186/s13046-021-01974-y] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 05/05/2021] [Indexed: 02/06/2023] Open
Abstract
Although new developments of surgery, chemotherapy, radiotherapy, and immunotherapy treatments for cancer have improved patient survival, the emergence of chemoresistance in cancer has significant impacts on treatment effects. The development of chemoresistance involves several polygenic, progressive mechanisms at the molecular and cellular levels, as well as both genetic and epigenetic heterogeneities. Chemotherapeutics induce epigenetic reprogramming in cancer cells, converting a transient transcriptional state into a stably resistant one. Super-enhancers (SEs) are central to the maintenance of identity of cancer cells and promote SE-driven-oncogenic transcriptions to which cancer cells become highly addicted. This dependence on SE-driven transcription to maintain chemoresistance offers an Achilles' heel for chemoresistance. Indeed, the inhibition of SE components dampens oncogenic transcription and inhibits tumor growth to ultimately achieve combined sensitization and reverse the effects of drug resistance. No reviews have been published on SE-related mechanisms in the cancer chemoresistance. In this review, we investigated the structure, function, and regulation of chemoresistance-related SEs and their contributions to the chemotherapy via regulation of the formation of cancer stem cells, cellular plasticity, the microenvironment, genes associated with chemoresistance, noncoding RNAs, and tumor immunity. The discovery of these mechanisms may aid in the development of new drugs to improve the sensitivity and specificity of cancer cells to chemotherapy drugs.
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Affiliation(s)
- Guo-Hua Li
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, 139 Middle Renmin Road, Changsha, Hunan, 410011, People's Republic of China
| | - Qiang Qu
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, 410008, People's Republic of China
| | - Ting-Ting Qi
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, 139 Middle Renmin Road, Changsha, Hunan, 410011, People's Republic of China
| | - Xin-Qi Teng
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, 139 Middle Renmin Road, Changsha, Hunan, 410011, People's Republic of China
| | - Hai-Hong Zhu
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, 139 Middle Renmin Road, Changsha, Hunan, 410011, People's Republic of China
| | - Jiao-Jiao Wang
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, 139 Middle Renmin Road, Changsha, Hunan, 410011, People's Republic of China
| | - Qiong Lu
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, 139 Middle Renmin Road, Changsha, Hunan, 410011, People's Republic of China.
| | - Jian Qu
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, 139 Middle Renmin Road, Changsha, Hunan, 410011, People's Republic of China.
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15
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Rossmann MP, Zon LI. 'Enhancing' red cell fate through epigenetic mechanisms. Curr Opin Hematol 2021; 28:129-137. [PMID: 33741760 PMCID: PMC8695091 DOI: 10.1097/moh.0000000000000654] [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] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Transcription of erythroid-specific genes is regulated by the three-dimensional (3D) structure and composition of chromatin, which dynamically changes during erythroid differentiation. Chromatin organization and dynamics are regulated by several epigenetic mechanisms involving DNA (de-)methylation, posttranslational modifications (PTMs) of histones, chromatin-associated structural proteins, and higher-order structural changes and interactions. This review addresses examples of recent developments in several areas delineating the interface of chromatin regulation and erythroid-specific lineage transcription. RECENT FINDINGS We survey and discuss recent studies that focus on the erythroid chromatin landscape, erythroid enhancer-promotor interactions, super-enhancer functionality, the role of chromatin modifiers and epigenetic crosstalk, as well as the progress in mapping red blood cell (RBC) trait-associated genetic variants within cis-regulatory elements (CREs) identified in genome-wide association study (GWAS) efforts as a step toward determining their impact on erythroid-specific gene expression. SUMMARY As one of the best characterized and accessible cell differentiation systems, erythropoiesis has been at the forefront of studies aiming to conceptualize how chromatin dynamics regulate transcription. New emerging technologies that bring a significantly enhanced spatial and temporal resolution of chromatin structure, and allow investigation of small cell numbers, have advanced our understanding of chromatin dynamics during erythroid differentiation in vivo.
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Affiliation(s)
- Marlies P. Rossmann
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 01238, USA
- Stem Cell Program and Division of Hematology/Oncology, Boston Children’s Hospital, Harvard Medical School, Howard Hughes Medical Institute, Boston, MA 02115, USA
| | - Leonard I. Zon
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 01238, USA
- Stem Cell Program and Division of Hematology/Oncology, Boston Children’s Hospital, Harvard Medical School, Howard Hughes Medical Institute, Boston, MA 02115, USA
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