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Ha SE, Paramanantham A, Kim HH, Bhosale PB, Park MY, Abusaliya A, Heo JD, Lee WS, Kim GS. Comprehensive transcriptomic profiling of liver cancer identifies that histone and PTEN are major regulators of SCU‑induced antitumor activity. Oncol Lett 2024; 27:94. [PMID: 38288037 PMCID: PMC10823307 DOI: 10.3892/ol.2024.14227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 11/16/2023] [Indexed: 01/31/2024] Open
Abstract
Worldwide, liver cancer is the most frequent fatal malignancy. Liver cancer prognosis is poor because patients frequently receive advanced-stage diagnoses. The current study aimed to establish the potential pharmacological targets and the biological networks of scutellarein (SCU) in liver cancer, a natural product known to have low toxicity and side effects. To identify the differentially expressed genes between SCU-treated and SCU-untreated HepG2 cells, RNA sequencing (RNA-seq) was carried out. A total of 463 genes were revealed to have differential expression, of which 288 were upregulated and 175 were downregulated in the group that had received SCU treatment compared with a control group. Gene Ontology (GO) enrichment analysis of associated biological process terms revealed they were mostly involved in the regulation of protein heterodimerization activity and nucleosomes. Interaction of protein-protein network analysis using Search Tool for the Retrieval of Interacting Genes/Proteins resulted in two crucial interacting hub targets; namely, histone H1-4 and protein tyrosine phosphatase receptor type C. Additionally, the crucial targets were validated using western blotting. Overall, the present study demonstrated that the use of RNA-seq data, with bioinformatics tools, can provide a valuable resource to identify the pharmacological targets that could have important biological roles in liver cancer.
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Affiliation(s)
- Sang Eun Ha
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea
- Gyeongnam Bio-Health Research Support Center, Gyeongnam Department of Environmental Toxicology and Chemistry, Korea Institute of Toxicology, Jinju, Gyeongsangnam-do 52834, Republic of Korea
| | - Anjugam Paramanantham
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, MO 65201, USA
| | - Hun Hwan Kim
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea
| | - Pritam Bhagwan Bhosale
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea
| | - Min Yeong Park
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea
| | - Abuyaseer Abusaliya
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea
| | - Jeong Doo Heo
- Gyeongnam Bio-Health Research Support Center, Gyeongnam Department of Environmental Toxicology and Chemistry, Korea Institute of Toxicology, Jinju, Gyeongsangnam-do 52834, Republic of Korea
| | - Won Sup Lee
- Department of Internal Medicine, Institute of Health Sciences and Gyeongsang National University Hospital, Gyeongsang National University College of Medicine, Jinju, Gyeongsangnam-do 52727, Republic of Korea
| | - Gon Sup Kim
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea
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Rishi JK, Timme K, White HE, Kerns KC, Keating AF. Altered histone abundance as a mode of ovotoxicity during 7,12-dimethylbenz[a]anthracene exposure with additive influence of obesity†. Biol Reprod 2024; 110:419-429. [PMID: 37856498 PMCID: PMC10873273 DOI: 10.1093/biolre/ioad140] [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: 05/15/2023] [Revised: 08/24/2023] [Accepted: 10/11/2023] [Indexed: 10/21/2023] Open
Abstract
Histones are slowly evolving chromatin components and chromatin remodeling can incorporate histone variants differing from canonical histones as an epigenetic modification. Several identified histone variants are involved with the environmental stress-induced DNA damage response (DDR). Mechanisms of DDR in transcriptionally inactive, prophase-arrested oocytes and epigenetic regulation are under-explored in ovarian toxicology. The study objective was to identify ovarian proteomic and histone modifications induced by DMBA exposure and an influence of obesity. Post-pubertal wildtype (KK.Cg-a/a; lean) and agouti (KK.Cg-Ay/J; obese) female mice, were exposed to either corn oil (control; CT) or DMBA (1 mg/kg) for 7d via intraperitoneal injection (n = 10/treatment). Ovarian proteome analysis (LC-MS/MS) determined that obesity altered 225 proteins (P < 0.05) with histone 3 being the second least abundant (FC = -5.98, P < 0.05). Histone 4 decreased by 3.33-fold, histone variant H3.3 decreased by 3.05-fold, and H1.2, H1.4 and H1.1(alpha) variants increased by 1.59, 1.90 and 2.01-fold, respectively (P < 0.05). DMBA exposure altered 48 proteins in lean mice with no observed alterations in histones or histone variants. In obese mice, DMBA exposure altered 120 proteins and histone 2B abundance increased by 0.30-fold (P < 0.05). In DMBA-exposed mice, obesity altered the abundance of 634 proteins. Histones 4, 3 and 2A type 1-F decreased by 4.03, 3.71, 0.43-fold, respectively, whereas histone variant H1.2 and linker histone, H15 increased by 2.72- and 3.07-fold, respectively (P < 0.05). Thus, DMBA exposure alters histones and histone variants, and responsivity is more pronounced during obesity, potentially altering ovarian transcriptional regulation.
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Affiliation(s)
- Jaspreet K Rishi
- Department of Animal Science, Iowa State University, Ames, Iowa, USA
| | - Kelsey Timme
- Department of Animal Science, Iowa State University, Ames, Iowa, USA
| | - Hunter E White
- Department of Animal Science, Iowa State University, Ames, Iowa, USA
| | - Karl C Kerns
- Department of Animal Science, Iowa State University, Ames, Iowa, USA
| | - Aileen F Keating
- Department of Animal Science, Iowa State University, Ames, Iowa, USA
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Siqueira E, Kim BH, Reser L, Chow R, Delaney K, Esteller M, Ross MM, Shabanowitz J, Hunt DF, Guil S, Ausió J. Analysis of the interplay between MeCP2 and histone H1 during in vitro differentiation of human ReNCell neural progenitor cells. Epigenetics 2023; 18:2276425. [PMID: 37976174 PMCID: PMC10769555 DOI: 10.1080/15592294.2023.2276425] [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: 06/13/2023] [Accepted: 10/18/2023] [Indexed: 11/19/2023] Open
Abstract
An immortalized neural cell line derived from the human ventral mesencephalon, called ReNCell, and its MeCP2 knock out were used. With it, we characterized the chromatin compositional transitions undergone during differentiation, with special emphasis on linker histones. While the WT cells displayed the development of dendrites and axons the KO cells did not, despite undergoing differentiation as monitored by NeuN. ReNCell expressed minimal amounts of histone H1.0 and their linker histone complement consisted mainly of histone H1.2, H1.4 and H1.5. The overall level of histone H1 exhibited a trend to increase during the differentiation of MeCP2 KO cells. The phosphorylation levels of histone H1 proteins decreased dramatically during ReNCell's cell differentiation independently of the presence of MeCP2. Immunofluorescence analysis showed that MeCP2 exhibits an extensive co-localization with linker histones. Interestingly, the average size of the nucleus decreased during differentiation but in the MeCP2 KO cells, the smaller size of the nuclei at the start of differentiation increased by almost 40% after differentiation by 8 days (8 DIV). In summary, our data provide a compelling perspective on the dynamic changes of H1 histones during neural differentiation, coupled with the intricate interplay between H1 variants and MeCP2.Abbreviations: ACN, acetonitrile; A230, absorbance at 230 nm; bFGF, basic fibroblast growth factor; CM, chicken erythrocyte histone marker; CNS, central nervous system; CRISPR, clustered regulated interspaced short palindromic repeatsDAPI, 4,'6-diaminidino-2-phenylindole; DIV, days in vitro (days after differentiation is induced); DMEM, Dulbecco's modified Eagle medium; EGF, epidermal growth factor; ESC, embryonic stem cell; GAPDH, glyceraldehyde-3-phosphate dehydrogenase; GFAP, glial fibrillary acidic proteinHPLC, high-performance liquid chromatography; IF, immunofluorescence; iPSCs, induced pluripotent stem cells; MAP2, microtubule-associated protein 2; MBD, methyl-binding domain; MeCP2, methyl-CpG binding protein 2; MS, mass spectrometry; NCP, nucleosome core particle; NeuN, neuron nuclear antigen; NPC, neural progenitor cellPAGE, polyacrylamide gel electrophoresis; PBS, phosphate buffered saline; PFA, paraformaldehyde; PTM, posttranslational modification; RP-HPLC, reversed phase HPLC; ReNCells, ReNCells VM; RPLP0, ribosomal protein lateral stalk subunit P0; RT-qPCR, reverse transcription quantitative polymerase-chain reaction; RTT, Rett Syndrome; SDS, sodium dodecyl sulphate; TAD, topologically associating domain; Triple KO, triple knockout.
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Affiliation(s)
- Edilene Siqueira
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- National Council for Scientific and Technological Development (CNPq), Brasilia, Federal District, Brazil
| | - Bo-Hyun Kim
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada
| | - Larry Reser
- Department of Chemistry, University of Virginia, Charlottesville, Virginia, USA
| | - Robert Chow
- Department of Biology, University of Victoria, Victoria, BC, Canada
| | - Kerry Delaney
- Department of Biology, University of Victoria, Victoria, BC, Canada
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Barcelona, Catalonia, Spain
| | - Mark M. Ross
- Department of Chemistry, University of Virginia, Charlottesville, Virginia, USA
| | - Jeffrey Shabanowitz
- Department of Chemistry, University of Virginia, Charlottesville, Virginia, USA
| | - Donald F. Hunt
- Department of Chemistry, University of Virginia, Charlottesville, Virginia, USA
- Department of Pathology, University of Virginia, Charlottesville, Virginia, USA
| | - Sonia Guil
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- GermansTrias i Pujol Health Science Research Institute, Badalona, Barcelona, Catalonia, Spain
| | - Juan Ausió
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada
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Ozgencil M, Dullovi A, Christiane Higos RC, Hořejší Z, Bellelli R. The linker histone H1-BRCA1 axis is a crucial mediator of replication fork stability. Life Sci Alliance 2023; 6:e202301933. [PMID: 37364916 PMCID: PMC10292663 DOI: 10.26508/lsa.202301933] [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: 01/19/2023] [Revised: 06/13/2023] [Accepted: 06/13/2023] [Indexed: 06/28/2023] Open
Abstract
The maintenance of genome integrity relies on replication fork stabilization upon encountering endogenous and exogenous sources of DNA damage. How this process is coordinated with the local chromatin environment remains poorly defined. Here, we show that the replication-dependent histone H1 variants interact with the tumour suppressor BRCA1 in a replication stress-dependent manner. Transient loss of the replication-dependent histones H1 does not affect fork progression in unchallenged conditions but leads to the accumulation of stalled replication intermediates. Upon challenge with hydroxyurea, cells deficient for histone H1 variants fail to recruit BRCA1 to stalled replication forks and undergo MRE11-dependent fork resection and collapse, which ultimately leads to genomic instability and cell death. In summary, our work defines an essential role of the replication-dependent histone H1 variants in mediating BRCA1-dependent fork protection and genome stability.
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Affiliation(s)
- Meryem Ozgencil
- Centre for Cancer Cell and Molecular Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Arlinda Dullovi
- Centre for Cancer Cell and Molecular Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | | | - Zuzana Hořejší
- Centre for Cancer Cell and Molecular Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Roberto Bellelli
- Centre for Cancer Cell and Molecular Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Kumar A, Maurya P, Hayes JJ. Post-Translation Modifications and Mutations of Human Linker Histone Subtypes: Their Manifestation in Disease. Int J Mol Sci 2023; 24:ijms24021463. [PMID: 36674981 PMCID: PMC9860689 DOI: 10.3390/ijms24021463] [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: 11/07/2022] [Revised: 12/20/2022] [Accepted: 01/03/2023] [Indexed: 01/14/2023] Open
Abstract
Linker histones (LH) are a critical component of chromatin in addition to the canonical histones (H2A, H2B, H3, and H4). In humans, 11 subtypes (7 somatic and 4 germinal) of linker histones have been identified, and their diverse cellular functions in chromatin structure, DNA replication, DNA repair, transcription, and apoptosis have been explored, especially for the somatic subtypes. Delineating the unique role of human linker histone (hLH) and their subtypes is highly tedious given their high homology and overlapping expression patterns. However, recent advancements in mass spectrometry combined with HPLC have helped in identifying the post-translational modifications (PTMs) found on the different LH subtypes. However, while a number of PTMs have been identified and their potential nuclear and non-nuclear functions explored in cellular processes, there are very few studies delineating the direct relevance of these PTMs in diseases. In addition, recent whole-genome sequencing of clinical samples from cancer patients and individuals afflicted with Rahman syndrome have identified high-frequency mutations and therefore broadened the perspective of the linker histone mutations in diseases. In this review, we compile the identified PTMs of hLH subtypes, current knowledge of the relevance of hLH PTMs in human diseases, and the correlation of PTMs coinciding with mutations mapped in diseases.
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Affiliation(s)
- Ashok Kumar
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, NY 14642, USA
- Correspondence:
| | - Preeti Maurya
- Aab Cardiovascular Research Institute, University of Rochester, Rochester, NY 14642, USA
| | - Jeffrey J. Hayes
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, NY 14642, USA
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Estefanía González-Alvarez M, Severin A, Sayadi M, Keating AF. PFOA-Induced Ovotoxicity Differs Between Lean and Obese Mice With Impacts on Ovarian Reproductive and DNA Damage Sensing and Repair Proteins. Toxicol Sci 2022; 190:173-188. [PMID: 36214631 PMCID: PMC9789752 DOI: 10.1093/toxsci/kfac104] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Perfluorooctanoic acid (PFOA) is an environmentally persistent perfluoroalkyl substance that is widely used in consumer products. Exposure to PFOA is associated with reproductive and developmental effects including endocrine disruption, delayed puberty in girls, and decreased fetal growth. In the United States, obesity affects 40% of women and 20% of girls, with higher rates in minority females. Obesity causes infertility, poor oocyte quality, miscarriage, and offspring defects. This study proposed that PFOA exposure would impact estrous cyclicity, ovarian steroid hormones, and the ovarian proteome and further hypothesized that obesity would impact PFOA-induced ovotoxicity. Female wild type (KK.Cg-a/a; lean) or KK.Cg-Ay/J mice (obese) received saline (CT) or PFOA (2.5 mg/kg) per os for 15 days beginning at 7 weeks of age. There were no effects on food intake, body weight, estrous cyclicity, serum progesterone, and heart, spleen, kidney, or uterus weight (p > .05). Ovary weight was decreased (p < .05) by PFOA exposure relative to vehicle control-treated mice in lean but not obese mice. Liquid chromatography-tandem mass spectrometry was performed on isolated ovarian protein and PFOA exposure altered the ovarian abundance of proteins involved in DNA damage sensing and repair pathways and reproduction pathways (p < .05) differentially in lean and obese mice. The data suggest that PFOA exposure alters ovary weight and differentially targets ovarian proteins in lean and obese females in ways that might reduce female fecundity.
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Affiliation(s)
| | - Andrew Severin
- Department of Animal Science and Interdepartmental Toxicology Graduate Program, Iowa State University, Ames, Iowa 50011, USA
| | - Maryam Sayadi
- Department of Animal Science and Interdepartmental Toxicology Graduate Program, Iowa State University, Ames, Iowa 50011, USA
| | - Aileen F Keating
- To whom correspondence should be addressed at Department of Animal Science and Interdepartmental Toxicology Graduate Program, Iowa State University, 2356H Kildee Hall, 806 Stange Road, Ames, IA 50011, USA. E-mail:
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Phillips EO, Gunjan A. Histone Variants: The Unsung Guardians of the Genome. DNA Repair (Amst) 2022; 112:103301. [DOI: 10.1016/j.dnarep.2022.103301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 02/01/2022] [Accepted: 02/12/2022] [Indexed: 12/15/2022]
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An Epigenetic Perspective on Intra-Tumour Heterogeneity: Novel Insights and New Challenges from Multiple Fields. Cancers (Basel) 2021; 13:cancers13194969. [PMID: 34638453 PMCID: PMC8508087 DOI: 10.3390/cancers13194969] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 09/29/2021] [Accepted: 10/01/2021] [Indexed: 12/14/2022] Open
Abstract
Simple Summary Although research on cancer biology in recent decades has unveiled the main genetic perturbations driving the onset of tumorigenesis, we are still far from properly treating this disease without the occurrence of drug resistance and metastatic burden. This achievement is hampered by the onset of intra-tumour heterogeneity (ITH), which increases cancer cell fitness and plasticity, thereby fostering cell adaptation to foreign environments and stimuli. In this review, we discuss the contribution of the epigenetic factors in sustaining ITH and their interplay with the tumour microenvironment. We also highlight the recent technological advancements that are contributing to defining the epigenetic mechanisms governing tumour heterogeneity at the single-cell level. Abstract Cancer is a group of heterogeneous diseases that results from the occurrence of genetic alterations combined with epigenetic changes and environmental stimuli that increase cancer cell plasticity. Indeed, multiple cancer cell populations coexist within the same tumour, favouring cancer progression and metastatic dissemination as well as drug resistance, thereby representing a major obstacle for treatment. Epigenetic changes contribute to the onset of intra-tumour heterogeneity (ITH) as they facilitate cell adaptation to perturbation of the tumour microenvironment. Despite being its central role, the intrinsic multi-layered and reversible epigenetic pattern limits the possibility to uniquely determine its contribution to ITH. In this review, we first describe the major epigenetic mechanisms involved in tumourigenesis and then discuss how single-cell-based approaches contribute to dissecting the key role of epigenetic changes in tumour heterogeneity. Furthermore, we highlight the importance of dissecting the interplay between genetics, epigenetics, and tumour microenvironments to decipher the molecular mechanisms governing tumour progression and drug resistance.
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Abstract
In this review, Prendergast and Reinberg discuss the likelihood that the family of histone H1 variants may be key to understanding several fundamental processes in chromatin biology and underscore their particular contributions to distinctly significant chromatin-related processes. Major advances in the chromatin and epigenetics fields have uncovered the importance of core histones, histone variants and their post-translational modifications (PTMs) in modulating chromatin structure. However, an acutely understudied related feature of chromatin structure is the role of linker histone H1. Previous assumptions of the functional redundancy of the 11 nonallelic H1 variants are contrasted by their strong evolutionary conservation, variability in their potential PTMs, and increased reports of their disparate functions, sub-nuclear localizations and unique expression patterns in different cell types. The commonly accepted notion that histone H1 functions solely in chromatin compaction and transcription repression is now being challenged by work from multiple groups. These studies highlight histone H1 variants as underappreciated facets of chromatin dynamics that function independently in various chromatin-based processes. In this review, we present notable findings involving the individual somatic H1 variants of which there are seven, underscoring their particular contributions to distinctly significant chromatin-related processes.
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Affiliation(s)
- Laura Prendergast
- Howard Hughes Medical Institute, New York University Langone Health, New York, New York 10016, USA.,Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical School, New York, New York 10016, USA
| | - Danny Reinberg
- Howard Hughes Medical Institute, New York University Langone Health, New York, New York 10016, USA.,Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical School, New York, New York 10016, USA
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Lyubitelev AV, Kirpichnikov MP, Studitsky VM. The Role of Linker Histones in Carcinogenesis. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2021. [DOI: 10.1134/s1068162021010143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Label-Free Mass Spectrometry-Based Quantification of Linker Histone H1 Variants in Clinical Samples. Int J Mol Sci 2020; 21:ijms21197330. [PMID: 33020374 PMCID: PMC7582528 DOI: 10.3390/ijms21197330] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 09/25/2020] [Accepted: 09/28/2020] [Indexed: 12/21/2022] Open
Abstract
Epigenetic aberrations have been recognized as important contributors to cancer onset and development, and increasing evidence suggests that linker histone H1 variants may serve as biomarkers useful for patient stratification, as well as play an important role as drivers in cancer. Although traditionally histone H1 levels have been studied using antibody-based methods and RNA expression, these approaches suffer from limitations. Mass spectrometry (MS)-based proteomics represents the ideal tool to accurately quantify relative changes in protein abundance within complex samples. In this study, we used a label-free quantification approach to simultaneously analyze all somatic histone H1 variants in clinical samples and verified its applicability to laser micro-dissected tissue areas containing as low as 1000 cells. We then applied it to breast cancer patient samples, identifying differences in linker histone variants patters in primary triple-negative breast tumors with and without relapse after chemotherapy. This study highlights how label-free quantitation by MS is a valuable option to accurately quantitate histone H1 levels in different types of clinical samples, including very low-abundance patient tissues.
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Shi S, Zhang J, Liu M, Dong H, Li N. Ras-ERK signalling represses H1.4 phosphorylation at serine 36 to promote non-small-cell lung carcinoma cells growth and migration. ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY 2019; 47:2343-2351. [PMID: 31184227 DOI: 10.1080/21691401.2019.1624558] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Recent papers suggest that oncogenic Ras participate in regulating tumour cells proliferation and metastasis. This work linked Ras with H1.4 modification in non-small-cell lung carcinoma (NSCLC), to better understand the oncogenic effects of Ras. A plasmid for expressing Ras mutated at G13D and T35S was transfected into NCI-H2126 and A549 cells. Phosphorylation of H1.4S36 was determined by immunoblotting. Effects of phosphorylation of H1.4 at serine (S) 36 (H1.4S36ph) on NCI-H2126 and A549 cells were tested by MTT assay, soft-agar colony formation assay, flow cytometry and transwell assay. Chromatin-immunoprecipitation (ChIP) and RT-qPCR were conducted to measure the effects of H1.4S36ph on Ras downstream genes. The catalyzing enzymes participate in H1.4S36 phosphorylation were further studied. We found that Ras-ERK signalling repressed the phosphorylation of H1.4 at S36. H1.4S36ph functioned as a tumour suppressor, as its overexpression repressed NCI-H2126 and A549 cells viability, colony formation, S-phase arrest, migration and invasion. H1.4S36ph was able to mediate the transcription of Ras downstream genes. Ras-ERK signalling repressed H1.4S36ph through degradation of PKA, and the degradation was mediated by MDM2. In conclusion, Ras-ERK signalling repressed H1.4 phosphorylation at S36 to participate in NSCLC cells growth, migration and invasion. Ras-ERK signalling repressed H1.4S36ph through MDM2-dependent degradation of PKA. This study provides a novel explanation for Ras-ERK's tumour-promoting function. Highlights: H1.4S36 phosphorylation is repressed by Ras-ERK activation; H1.4S36ph inhibits the phenotype of NSCLC cells; H1.4S36ph regulates the transcription of Ras downstream genes; Ras-ERK represses H1.4S36ph by MDM2-dependent degradation of PKA.
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Affiliation(s)
- Shaomin Shi
- a Department of Respiratory, China-Japan Union Hospital of Jilin University , Changchun , China
| | - Jingzhe Zhang
- b Department of Orthopedics, China-Japan Union Hospital of Jilin University , Changchun , China
| | - Meihan Liu
- c Department of Ultrasound, China-Japan Union Hospital of Jilin University , Changchun , China
| | - Hang Dong
- b Department of Orthopedics, China-Japan Union Hospital of Jilin University , Changchun , China
| | - Ning Li
- a Department of Respiratory, China-Japan Union Hospital of Jilin University , Changchun , China
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Garciaz S, N'guyen Dasi L, Finetti P, Chevalier C, Vernerey J, Poplineau M, Platet N, Audebert S, Pophillat M, Camoin L, Bertucci F, Calmels B, Récher C, Birnbaum D, Chabannon C, Vey N, Duprez E. Epigenetic down-regulation of the HIST1 locus predicts better prognosis in acute myeloid leukemia with NPM1 mutation. Clin Epigenetics 2019; 11:141. [PMID: 31606046 PMCID: PMC6790061 DOI: 10.1186/s13148-019-0738-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 09/05/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The epigenetic machinery is frequently altered in acute myeloid leukemia. Focusing on cytogenetically normal (CN) AML, we previously described an abnormal H3K27me3 enrichment covering 70 kb on the HIST1 cluster (6.p22) in CN-AML patient blasts. Here, we further investigate the molecular, functional, and prognosis significance of this epigenetic alteration named H3K27me3 HIST1 in NPM1-mutated (NPM1mut) CN-AML. RESULTS We found that three quarter of the NPM1mut CN-AML patients were H3K27me3 HIST1high. H3K27me3 HIST1high group of patients was associated with a favorable outcome independently of known molecular risk factors. In gene expression profiling, the H3K27me3 HIST1high mark was associated with lower expression of the histone genes HIST1H1D, HIST1H2BG, HIST1H2AE, and HIST1H3F and an upregulation of genes involved in myelomonocytic differentiation. Mass spectrometry analyses confirmed that the linker histone protein H1d, but not the other histone H1 subtypes, was downregulated in the H3K27me3 HIST1high group of patients. H1d knockdown primed ATRA-mediated differentiation of OCI-AML3 and U937 AML cell lines, as assessed on CD11b/CD11c markers, morphological and gene expression analyses. CONCLUSIONS Our data suggest that NPM1mut AML prognosis depends on the epigenetic silencing of the HIST1 cluster and that, among the H3K27me3 silenced histone genes, HIST1H1D plays a role in AML blast differentiation.
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Affiliation(s)
- Sylvain Garciaz
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France
| | - Lia N'guyen Dasi
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, CRCM, Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, Marseille, France
| | - Christine Chevalier
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France.,Institut Pasteur, G5 Chromatin and Infection, Paris, France
| | - Julien Vernerey
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France
| | - Mathilde Poplineau
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France
| | - Nadine Platet
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France
| | - Stéphane Audebert
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Protéomique, Marseille, France
| | - Matthieu Pophillat
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Protéomique, Marseille, France
| | - Luc Camoin
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Protéomique, Marseille, France
| | - François Bertucci
- Predictive Oncology Laboratory, CRCM, Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, Marseille, France
| | - Boris Calmels
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France.,Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Centre d'Investigations Cliniques en Biothérapies, Marseille, France
| | - Christian Récher
- Service d'Hématologie, Centre Hospitalier Universitaire de Toulouse, Institut Universitaire du Cancer de Toulouse Oncopole, Toulouse, France Université Toulouse III Paul Sabatier, Cancer Research Center of Toulouse, UMR1037-INSERM, ERL5294 CNRS, Toulouse, France
| | - Daniel Birnbaum
- Predictive Oncology Laboratory, CRCM, Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, Marseille, France
| | - Christian Chabannon
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France.,Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Centre d'Investigations Cliniques en Biothérapies, Marseille, France
| | - Norbert Vey
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille, France
| | - Estelle Duprez
- Epigenetic Factors in Normal and Malignant Hematopoiesis Team, Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 27 Boulevard Lei Roure, 13273, Marseille Cedex 09, France.
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14
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Affiliation(s)
- Kevin Brockers
- Institute of Functional Epigenetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Robert Schneider
- Institute of Functional Epigenetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany
- Faculty of Biology, LMU, 82152 Martinsried, Germany
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15
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H1.0 Linker Histone as an Epigenetic Regulator of Cell Proliferation and Differentiation. Genes (Basel) 2018; 9:genes9060310. [PMID: 29925815 PMCID: PMC6027317 DOI: 10.3390/genes9060310] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 06/18/2018] [Indexed: 12/16/2022] Open
Abstract
H1 linker histones are a class of DNA-binding proteins involved in the formation of supra-nucleosomal chromatin higher order structures. Eleven non-allelic subtypes of H1 are known in mammals, seven of which are expressed in somatic cells, while four are germ cell-specific. Besides having a general structural role, H1 histones also have additional epigenetic functions related to DNA replication and repair, genome stability, and gene-specific expression regulation. Synthesis of the H1 subtypes is differentially regulated both in development and adult cells, thus suggesting that each protein has a more or less specific function. The somatic variant H1.0 is a linker histone that was recognized since long ago to be involved in cell differentiation. Moreover, it has been recently found to affect generation of epigenetic and functional intra-tumor heterogeneity. Interestingly, H1.0 or post-translational forms of it have been also found in extracellular vesicles (EVs) released from cancer cells in culture, thus suggesting that these cells may escape differentiation at least in part by discarding H1.0 through the EV route. In this review we will discuss the role of H1.0 in development, differentiation, and stem cell maintenance, also in relation with tumorigenesis, and EV production.
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16
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Williams KA, Lee M, Winter JM, Gildea DE, Calagua C, Curry NL, Lichtenberg J, Ye H, Crawford NPS. Prostate cancer susceptibility gene HIST1H1A is a modulator of androgen receptor signaling and epithelial to mesenchymal transition. Oncotarget 2018; 9:28532-28546. [PMID: 29983878 PMCID: PMC6033342 DOI: 10.18632/oncotarget.25536] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 05/01/2018] [Indexed: 01/27/2023] Open
Abstract
In 2018, approximately 165,000 new prostate cancer (PC) cases will be diagnosed, and over 29,000 men will succumb to PC in the U.S. alone. The means of assessing outcome in the clinic are inaccurate, and there is a pressing need to more precisely identify men at risk of aggressive PC. We previously identified HIST1H1A as a susceptibility gene for aggressive PC. HIST1H1A encodes H1.1, a member of the linker histone family that is involved in chromatin organization and compaction. To understand the molecular basis of aggressive PC, we have characterized how germline variation modulates susceptibility to neuroendocrine differentiation, which is a form of aggressive PC. Immunohistochemistry studies revealed that HIST1H1A is over-expressed in normal human prostate tissue compared to prostate adenocarcinoma. Functional characterization of HIST1H1A in prostate LNCaP cells indicated that HIST1HA over-expression increased cell growth, as well as the expression of neuroendocrine and epithelial-to-mesenchymal markers in vitro. Assay for Transposase-Accessible Chromatin (ATAC-seq), which is used to assess chromatin compaction and thus the transcriptional availability of individual genomic regions, demonstrated that H1.1 plays a prominent role in modulating Wnt signaling pathway genes, which are implicated in prostate tumorigenesis. These results demonstrate that HIST1H1A is a modulator of aggressive PC susceptibility.
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Affiliation(s)
- Kendra A Williams
- Genetics and Molecular Biology Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Minnkyong Lee
- Genetics and Molecular Biology Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Jean M Winter
- Genetics and Molecular Biology Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Derek E Gildea
- Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Carla Calagua
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Natasha L Curry
- Genetics and Molecular Biology Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Jens Lichtenberg
- Genetics and Molecular Biology Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Huihui Ye
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Nigel P S Crawford
- Genetics and Molecular Biology Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA.,Current address: Sanofi, Bridgewater, New Jersey, USA
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17
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Izquierdo-Bouldstridge A, Bustillos A, Bonet-Costa C, Aribau-Miralbés P, García-Gomis D, Dabad M, Esteve-Codina A, Pascual-Reguant L, Peiró S, Esteller M, Murtha M, Millán-Ariño L, Jordan A. Histone H1 depletion triggers an interferon response in cancer cells via activation of heterochromatic repeats. Nucleic Acids Res 2017; 45:11622-11642. [PMID: 28977426 PMCID: PMC5714221 DOI: 10.1093/nar/gkx746] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Accepted: 08/15/2017] [Indexed: 12/21/2022] Open
Abstract
Histone H1 has seven variants in human somatic cells and contributes to chromatin compaction and transcriptional regulation. Knock-down (KD) of each H1 variant in breast cancer cells results in altered gene expression and proliferation differently in a variant specific manner with H1.2 and H1.4 KDs being most deleterious. Here we show combined depletion of H1.2 and H1.4 has a strong deleterious effect resulting in a strong interferon (IFN) response, as evidenced by an up-regulation of many IFN-stimulated genes (ISGs) not seen in individual nor in other combinations of H1 variant KDs. Although H1 participates to repress ISG promoters, IFN activation upon H1.2 and H1.4 KD is mainly generated through the activation of the IFN response by cytosolic nucleic acid receptors and IFN synthesis, and without changes in histone modifications at induced ISG promoters. H1.2 and H1.4 co-KD also promotes the appearance of accessibility sites genome wide and, particularly, at satellites and other repeats. The IFN response may be triggered by the expression of noncoding RNA generated from heterochromatic repeats or endogenous retroviruses upon H1 KD. In conclusion, redundant H1-mediated silencing of heterochromatin is important to maintain cell homeostasis and to avoid an unspecific IFN response.
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Affiliation(s)
| | - Alberto Bustillos
- Institut de Biologia Molecular de Barcelona (IBMB-CSIC), Barcelona, Catalonia 08028, Spain
| | - Carles Bonet-Costa
- Institut de Biologia Molecular de Barcelona (IBMB-CSIC), Barcelona, Catalonia 08028, Spain
| | | | - Daniel García-Gomis
- Institut de Biologia Molecular de Barcelona (IBMB-CSIC), Barcelona, Catalonia 08028, Spain
| | - Marc Dabad
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Catalonia 08028, Spain.,Universitat Pompeu Fabra (UPF), Barcelona, Catalonia 08003, Spain
| | - Anna Esteve-Codina
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Catalonia 08028, Spain.,Universitat Pompeu Fabra (UPF), Barcelona, Catalonia 08003, Spain
| | | | - Sandra Peiró
- Vall d'Hebron Institute of Oncology, Barcelona, Catalonia 08035, Spain
| | - Manel Esteller
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia 08028, Spain.,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Catalonia 08028, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia 08028, Spain
| | - Matthew Murtha
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia 08028, Spain
| | - Lluís Millán-Ariño
- Institut de Biologia Molecular de Barcelona (IBMB-CSIC), Barcelona, Catalonia 08028, Spain
| | - Albert Jordan
- Institut de Biologia Molecular de Barcelona (IBMB-CSIC), Barcelona, Catalonia 08028, Spain
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18
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Ye X, Feng C, Gao T, Mu G, Zhu W, Yang Y. Linker Histone in Diseases. Int J Biol Sci 2017; 13:1008-1018. [PMID: 28924382 PMCID: PMC5599906 DOI: 10.7150/ijbs.19891] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Accepted: 05/30/2017] [Indexed: 01/21/2023] Open
Abstract
The linker histone is a protein that binds with the nucleosome, which is generally considered to achieve chromatin condensation in the nucleus. Accumulating evidences suggest that the linker histone is essential in the pathogenesis of several diseases. In this review, we briefly introduce the current knowledge of the linker histone, including its structure, characteristics and functions. Also, we move forward to present the advances of the linker histone's association with certain diseases, such as cancer, Alzheimer's disease, infection, male infertility and aberrant immunity situations, focusing on the alteration of the linker histone under certain pathological conditions and its role in developing each disease.
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Affiliation(s)
- Xin Ye
- Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Peking University Health Science Center, #38 Xueyuan Road, Beijing 100191, China
| | - ChuanLin Feng
- Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Peking University Health Science Center, #38 Xueyuan Road, Beijing 100191, China
| | - Tian Gao
- Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Peking University Health Science Center, #38 Xueyuan Road, Beijing 100191, China
| | - Guanqun Mu
- Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Peking University Health Science Center, #38 Xueyuan Road, Beijing 100191, China
| | - Weiguo Zhu
- Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Peking University Health Science Center, #38 Xueyuan Road, Beijing 100191, China
| | - Yang Yang
- Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Peking University Health Science Center, #38 Xueyuan Road, Beijing 100191, China
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19
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Histone H1 defect in escort cells triggers germline tumor in Drosophila ovary. Dev Biol 2017; 424:40-49. [PMID: 28232075 DOI: 10.1016/j.ydbio.2017.02.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 02/19/2017] [Accepted: 02/19/2017] [Indexed: 12/19/2022]
Abstract
Drosophila ovary is recognized as one of the best model systems to study stem cell biology in vivo. We had previously identified an autonomous role of the histone H1 in germline stem cell (GSC) maintenance. Here, we found that histone H1 depletion in escort cells (ECs) resulted in an increase of spectrosome-containing cells (SCCs), an ovary tumor-like phenotype. Further analysis showed that the Dpp pathway is excessively activated in these SCC cells, while the expression of bam is attenuated. In the H1-depleted ECs, both transposon activity and DNA damage had increased dramatically, followed by EC apoptosis, which is consistent with the role of H1 in other somatic cells. Surprisingly, H1-depleted ECs acquired cap cell characteristics including dpp expression, and the resulting abnormal Dpp level inhibits SCC further differentiation. Most interestingly, double knockdown of H1 and dpp in ECs can reduce the number of SCCs to the normal level, indicating that the additional Dpp secreted by ECs contributes to the germline tumor. Taken together, our findings indicate that histone H1 is an important epigenetic factor in controlling EC characteristics and a key suppressor of germline tumor.
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20
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Millán-Ariño L, Izquierdo-Bouldstridge A, Jordan A. Specificities and genomic distribution of somatic mammalian histone H1 subtypes. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2016; 1859:510-9. [DOI: 10.1016/j.bbagrm.2015.10.013] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Revised: 10/13/2015] [Accepted: 10/14/2015] [Indexed: 11/15/2022]
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21
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Scaffidi P. Histone H1 alterations in cancer. BIOCHIMICA ET BIOPHYSICA ACTA 2016; 1859:533-9. [PMID: 26386351 DOI: 10.1016/j.bbagrm.2015.09.008] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 08/23/2015] [Accepted: 09/14/2015] [Indexed: 10/23/2022]
Abstract
Chromatin-related proteins have emerged as important players in the initiation and maintenance of several types of cancer. In addition to the established role of histone-modifying enzymes and chromatin remodelers in promoting and sustaining malignant phenotypes, recent findings suggest that the basic components of chromatin, the histone proteins, also suffer severe alterations in cancer and may contribute to the disease. Histopathological examination of clinical samples, characterization of the mutational landscape of various types of cancer and functional studies in cancer cell lines have highlighted the linker histone H1 both as a potential biomarker and a driver in cancer. This review summarizes H1 abnormalities in cancer identified by various approaches and critically discusses functional implications of such alterations, as well as potential mechanisms through which they may contribute to the disease.
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Affiliation(s)
- Paola Scaffidi
- The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London WC2A 3LY, UK; UCL Cancer Institute, University College London, London WC1E 6DD, UK.
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22
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Hollar D. Epigenetic Significance of Chromatin Organization During Cellular Aging and Organismal Lifespan. EPIGENETICS, THE ENVIRONMENT, AND CHILDREN’S HEALTH ACROSS LIFESPANS 2016. [PMCID: PMC7153164 DOI: 10.1007/978-3-319-25325-1_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- David Hollar
- Pfeiffer University, Morrisville, North Carolina USA
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23
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Patil H, Wilks C, Gonzalez RW, Dhanireddy S, Conrad-Webb H, Bergel M. Mitotic Activation of a Novel Histone Deacetylase 3-Linker Histone H1.3 Protein Complex by Protein Kinase CK2. J Biol Chem 2015; 291:3158-72. [PMID: 26663086 PMCID: PMC4751364 DOI: 10.1074/jbc.m115.643874] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Indexed: 11/06/2022] Open
Abstract
Histone deacetylase 3 (HDAC3) and linker histone H1 are involved in both chromatin compaction and the regulation of mitotic progression. However, the mechanisms by which HDAC3 and H1 regulate mitosis and the factors controlling HDAC3 and H1 activity during mitosis are unclear. Furthermore, as of now, no association between class I, II, or IV (non-sirtuin) HDACs and linker histones has been reported. Here we describe a novel HDAC3-H1.3 complex containing silencing mediator of retinoic acid and thyroid hormone receptor (SMRT) and nuclear receptor corepressor 1 (N-CoR) that accumulated in synchronized HeLa cells in late G2 phase and mitosis. Nonetheless, the deacetylation activity by HDAC3 in the complex was evident only in mitotic complexes. HDAC3 associated with H1.3 was highly phosphorylated on Ser-424 only during mitosis. Isolation of inactive HDAC3-H1.3 complexes from late G2 phase cells, and phosphorylation of HDAC3 in the complexes at serine 424 by protein kinase CK2 (also known as casein kinase 2) activated the HDAC3 in vitro. In vivo, CK2α and CK2α' double knockdown cells demonstrated a significant decrease in HDAC3 Ser-424 phosphorylation during mitosis. HDAC3 and H1.3 co-localized in between the chromosomes, with polar microtubules and spindle poles during metaphase through telophase, and partially co-localized with chromatin during prophase and interphase. H1 has been reported previously to associate with microtubules and, therefore, could potentially function in targeting HDAC3 to the microtubules. We suggest that phosphorylation of HDAC3 in the complex by CK2 during mitosis activates the complex for a dual role: compaction of the mitotic chromatin and regulation of polar microtubules dynamic instability.
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Affiliation(s)
- Hemangi Patil
- From the Department of Biology, Texas Woman's University, Denton, Texas 76204
| | - Carrie Wilks
- From the Department of Biology, Texas Woman's University, Denton, Texas 76204
| | - Rhiannon W Gonzalez
- From the Department of Biology, Texas Woman's University, Denton, Texas 76204
| | - Sudheer Dhanireddy
- From the Department of Biology, Texas Woman's University, Denton, Texas 76204
| | - Heather Conrad-Webb
- From the Department of Biology, Texas Woman's University, Denton, Texas 76204
| | - Michael Bergel
- From the Department of Biology, Texas Woman's University, Denton, Texas 76204
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24
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Abstract
Genetic and epigenetic changes are at the root of all cancers. The epigenetic component involves alterations of the post-synthetic modifications of DNA (methylation) and histones (histone posttranslational modifications, PTMs) as well as of those of their molecular "writers," "readers," and "erasers." Noncoding RNAs (ncRNA) can also play a role. Here, we focus on the involvement of histone alterations in cancer, in particular that of the histone variant H2A.Z in the etiology of prostate cancer. The structural mechanisms putatively responsible for the contribution of H2A.Z to oncogenic gene expression programs are first described, followed by what is currently known about the involvement of this histone variant in the regulation of androgen receptor regulated gene expression. The implications of this and their relevance to oncogene deregulation in different stages of prostate cancer, including the progression toward androgen independence, are discussed. This review underscores the increasing awareness of the epigenetic contribution of histone variants to oncogenic progression.
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Affiliation(s)
- Deanna Dryhurst
- Department of Biochemistry and Microbiology, University of Victoria, Petch building, 258a, Victoria, British Columbia Canada V8W 3P6
- ImmunoPrecise Antibodies Ltd., 3204-4464 Markham St., Victoria, British Columbia Canada V8Z 7X8
| | - Juan Ausió
- Department of Biochemistry and Microbiology, University of Victoria, Petch building, 258a, Victoria, British Columbia Canada V8W 3P6
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25
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Mayor R, Izquierdo-Bouldstridge A, Millán-Ariño L, Bustillos A, Sampaio C, Luque N, Jordan A. Genome distribution of replication-independent histone H1 variants shows H1.0 associated with nucleolar domains and H1X associated with RNA polymerase II-enriched regions. J Biol Chem 2015; 290:7474-91. [PMID: 25645921 DOI: 10.1074/jbc.m114.617324] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Unlike core histones, the linker histone H1 family is more evolutionarily diverse, and many organisms have multiple H1 variants or subtypes. In mammals, the H1 family includes seven somatic H1 variants; H1.1 to H1.5 are expressed in a replication-dependent manner, whereas H1.0 and H1X are replication-independent. Using ChIP-sequencing data and cell fractionation, we have compared the genomic distribution of H1.0 and H1X in human breast cancer cells, in which we previously observed differential distribution of H1.2 compared with the other subtypes. We have found H1.0 to be enriched at nucleolus-associated DNA repeats and chromatin domains, whereas H1X is associated with coding regions, RNA polymerase II-enriched regions, and hypomethylated CpG islands. Further, H1X accumulates within constitutive or included exons and retained introns and toward the 3' end of expressed genes. Inducible H1X knockdown does not affect cell proliferation but dysregulates a subset of genes related to cell movement and transport. In H1X-depleted cells, the promoters of up-regulated genes are not occupied specifically by this variant, have a lower than average H1 content, and, unexpectedly, do not form an H1 valley upon induction. We conclude that H1 variants are not distributed evenly across the genome and may participate with some specificity in chromatin domain organization or gene regulation.
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Affiliation(s)
- Regina Mayor
- From the Institut de Biologia Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia 08028 Spain
| | - Andrea Izquierdo-Bouldstridge
- From the Institut de Biologia Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia 08028 Spain
| | - Lluís Millán-Ariño
- From the Institut de Biologia Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia 08028 Spain
| | - Alberto Bustillos
- From the Institut de Biologia Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia 08028 Spain
| | - Cristina Sampaio
- From the Institut de Biologia Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia 08028 Spain
| | - Neus Luque
- From the Institut de Biologia Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia 08028 Spain
| | - Albert Jordan
- From the Institut de Biologia Molecular de Barcelona, Consejo Superior de Investigaciones Científicas, Barcelona, Catalonia 08028 Spain
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26
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Sepsa A, Levidou G, Gargalionis A, Adamopoulos C, Spyropoulou A, Dalagiorgou G, Thymara I, Boviatsis E, Themistocleous MS, Petraki K, Vrettakos G, Samaras V, Zisakis A, Patsouris E, Piperi C, Korkolopoulou P. Emerging role of linker histone variant H1x as a biomarker with prognostic value in astrocytic gliomas. A multivariate analysis including trimethylation of H3K9 and H4K20. PLoS One 2015; 10:e0115101. [PMID: 25602259 PMCID: PMC4300227 DOI: 10.1371/journal.pone.0115101] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Accepted: 11/18/2014] [Indexed: 11/26/2022] Open
Abstract
Although epigenetic alterations play an essential role in gliomagenesis, the relevance of aberrant histone modifications and the respective enzymes has not been clarified. Experimental data implicates histone H3 lysine (K) methyltransferases SETDB1 and SUV39H1 into glioma pathobiology, whereas linker histone variant H1.0 and H4K20me3 reportedly affect prognosis. We investigated the expression of H3K9me3 and its methyltransferases along with H4K20me3 and H1x in 101 astrocytic tumors with regard to clinicopathological characteristics and survival. The effect of SUV39H1 inhibition by chaetocin on the proliferation, colony formation and migration of T98G cells was also examined. SETDB1 and cytoplasmic SUV39H1 levels increased from normal brain through low-grade to high-grade tumors, nuclear SUV39H1 correlating inversely with grade. H3K9me3 immunoreactivity was higher in normal brain showing no association with grade, whereas H1x and H4K20me3 expression was higher in grade 2 than in normal brain or high grades. These expression patterns of H1x, H4K20me3 and H3K9me3 were verified by Western immunoblotting. Chaetocin treatment significantly reduced proliferation, clonogenic potential and migratory ability of T98G cells. H1x was an independent favorable prognosticator in glioblastomas, this effect being validated in an independent set of 66 patients. Diminished nuclear SUV39H1 expression adversely affected survival in univariate analysis. In conclusion, H4K20me3 and H3K9 methyltransferases are differentially implicated in astroglial tumor progression. Deregulation of H1x emerges as a prognostic biomarker.
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Affiliation(s)
- Athanasia Sepsa
- First Department of Pathology, Laikon General Hospital, Athens University Medical School, Athens 115 27, Greece
| | - Georgia Levidou
- First Department of Pathology, Laikon General Hospital, Athens University Medical School, Athens 115 27, Greece
| | - Antonis Gargalionis
- Department of Biological Chemistry, Athens University Medical School, Athens 115 27, Greece
| | - Christos Adamopoulos
- Department of Biological Chemistry, Athens University Medical School, Athens 115 27, Greece
| | - Anastasia Spyropoulou
- Department of Biological Chemistry, Athens University Medical School, Athens 115 27, Greece
| | - Georgia Dalagiorgou
- Department of Biological Chemistry, Athens University Medical School, Athens 115 27, Greece
| | - Irene Thymara
- First Department of Pathology, Laikon General Hospital, Athens University Medical School, Athens 115 27, Greece
| | - Efstathios Boviatsis
- Department of Neurosurgery, Medical School, National and Kapodistrian University of Athens, Evangelismos Hospital, Athens 106 76, Greece
| | - Marios S. Themistocleous
- Department of Neurosurgery, Medical School, National and Kapodistrian University of Athens, Evangelismos Hospital, Athens 106 76, Greece
| | - Kalliopi Petraki
- Department of Pathology, Metropolitan Hospital, Athens 185 47, Greece
| | - George Vrettakos
- Department of Neurosurgery, Metropolitan Hospital, Athens 185 47, Greece
| | - Vassilis Samaras
- Department of Pathology, Red Cross Hospital, Athens 115 26, Greece
| | | | - Efstratios Patsouris
- First Department of Pathology, Laikon General Hospital, Athens University Medical School, Athens 115 27, Greece
| | - Christina Piperi
- Department of Biological Chemistry, Athens University Medical School, Athens 115 27, Greece
| | - Penelope Korkolopoulou
- First Department of Pathology, Laikon General Hospital, Athens University Medical School, Athens 115 27, Greece
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Medrzycki M, Zhang Y, Zhang W, Cao K, Pan C, Lailler N, McDonald JF, Bouhassira EE, Fan Y. Histone h1.3 suppresses h19 noncoding RNA expression and cell growth of ovarian cancer cells. Cancer Res 2014; 74:6463-73. [PMID: 25205099 DOI: 10.1158/0008-5472.can-13-2922] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Ovarian cancer is a deadly gynecologic malignancy for which novel biomarkers and therapeutic targets are imperative for improving survival. Previous studies have suggested the expression pattern of linker histone variants as potential biomarkers for ovarian cancer. To investigate the role of histone H1 in ovarian cancer cells, we characterize individual H1 variants and overexpress one of the major somatic H1 variants, H1.3, in the OVCAR-3 epithelial ovarian cancer cell line. We find that overexpression of H1.3 decreases the growth rate and colony formation of OVCAR-3 cells. We identify histone H1.3 as a specific repressor for the noncoding oncogene H19. Overexpression of H1.3 suppresses H19 expression, and knockdown of H1.3 increases its expression in multiple ovarian epithelial cancer cell lines. Furthermore, we demonstrate that histone H1.3 overexpression leads to increased occupancy of H1.3 at the H19 regulator region encompassing the imprinting control region (ICR), concomitant with increased DNA methylation and reduced occupancy of the insulator protein CTCF at the ICR. Finally, we demonstrate that H1.3 overexpression and H19 knockdown synergistically decrease the growth rate of ovarian cancer cells. Our findings suggest that H1.3 dramatically inhibits H19 expression, which contributes to the suppression of epithelial ovarian carcinogenesis.
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Affiliation(s)
- Magdalena Medrzycki
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia. The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia
| | - Yunzhe Zhang
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia. The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia
| | - Weijia Zhang
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York
| | - Kaixiang Cao
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia. The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia
| | - Chenyi Pan
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia. The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia
| | | | - John F McDonald
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia. The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia
| | - Eric E Bouhassira
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York
| | - Yuhong Fan
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia. The Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia.
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Marsh DJ, Shah JS, Cole AJ. Histones and their modifications in ovarian cancer - drivers of disease and therapeutic targets. Front Oncol 2014; 4:144. [PMID: 24971229 PMCID: PMC4053763 DOI: 10.3389/fonc.2014.00144] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2014] [Accepted: 05/27/2014] [Indexed: 01/08/2023] Open
Abstract
Epithelial ovarian cancer has the highest mortality of the gynecological malignancies. High grade serous epithelial ovarian cancer (SEOC) is the most common subtype, with the majority of women presenting with advanced disease where 5-year survival is around 25%. Platinum-based chemotherapy in combination with paclitaxel remains the most effective treatment despite platinum therapies being introduced almost 40 years ago. Advances in molecular medicine are underpinning new strategies for the treatment of cancer. Major advances have been made by international initiatives to sequence cancer genomes. For SEOC, with the exception of TP53 that is mutated in virtually 100% of these tumors, there is no other gene mutated at high frequency. There is extensive copy number variation, as well as changes in methylation patterns that will influence gene expression. To date, the role of histones and their post-translational modifications in ovarian cancer is a relatively understudied field. Post-translational histone modifications play major roles in gene expression as they direct the configuration of chromatin and so access by transcription factors. Histone modifications include methylation, acetylation, and monoubiquitination, with involvement of enzymes including histone methyltransferases, histone acetyltransferases/deacetylases, and ubiquitin ligases/deubiquitinases, respectively. Complexes such as the Polycomb repressive complex also play roles in the control of histone modifications and more recently roles for long non-coding RNA and microRNAs are emerging. Epigenomic-based therapies targeting histone modifications are being developed and offer new approaches for the treatment of ovarian cancer. Here, we discuss histone modifications and their aberrant regulation in malignancy and specifically in ovarian cancer. We review current and upcoming histone-based therapies that have the potential to inform and improve treatment strategies for women with ovarian cancer.
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Affiliation(s)
- Deborah J Marsh
- Hormones and Cancer Group, Kolling Institute of Medical Research, Royal North Shore Hospital, The University of Sydney , Sydney, NSW , Australia
| | - Jaynish S Shah
- Hormones and Cancer Group, Kolling Institute of Medical Research, Royal North Shore Hospital, The University of Sydney , Sydney, NSW , Australia
| | - Alexander J Cole
- Hormones and Cancer Group, Kolling Institute of Medical Research, Royal North Shore Hospital, The University of Sydney , Sydney, NSW , Australia
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29
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Millán-Ariño L, Islam ABMMK, Izquierdo-Bouldstridge A, Mayor R, Terme JM, Luque N, Sancho M, López-Bigas N, Jordan A. Mapping of six somatic linker histone H1 variants in human breast cancer cells uncovers specific features of H1.2. Nucleic Acids Res 2014; 42:4474-93. [PMID: 24476918 PMCID: PMC3985652 DOI: 10.1093/nar/gku079] [Citation(s) in RCA: 76] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Seven linker histone H1 variants are present in human somatic cells with distinct prevalence across cell types. Despite being key structural components of chromatin, it is not known whether the different variants have specific roles in the regulation of nuclear processes or are differentially distributed throughout the genome. Using variant-specific antibodies to H1 and hemagglutinin (HA)-tagged recombinant H1 variants expressed in breast cancer cells, we have investigated the distribution of six H1 variants in promoters and genome-wide. H1 is depleted at promoters depending on its transcriptional status and differs between variants. Notably, H1.2 is less abundant than other variants at the transcription start sites of inactive genes, and promoters enriched in H1.2 are different from those enriched in other variants and tend to be repressed. Additionally, H1.2 is enriched at chromosomal domains characterized by low guanine–cytosine (GC) content and is associated with lamina-associated domains. Meanwhile, other variants are associated with higher GC content, CpG islands and gene-rich domains. For instance, H1.0 and H1X are enriched at gene-rich chromosomes, whereas H1.2 is depleted. In short, histone H1 is not uniformly distributed along the genome and there are differences between variants, H1.2 being the one showing the most specific pattern and strongest correlation with low gene expression.
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Affiliation(s)
- Lluís Millán-Ariño
- Department of Molecular Genomics, Institut de Biologia Molecular de Barcelona (IBMB-CSIC), Barcelona, E-08028 Spain, Research Programme on Biomedical Informatics, Universitat Pompeu Fabra, Barcelona, E-08003 Spain, Department of Genetic Engineering, Biotechnology, University of Dhaka, Dhaka-1000, Bangladesh, Centro de Investigación Príncipe Felipe, Valencia, E-46012 Spain and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, E-08010 Spain
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30
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Cao K, Lailler N, Zhang Y, Kumar A, Uppal K, Liu Z, Lee EK, Wu H, Medrzycki M, Pan C, Ho PY, Cooper GP, Dong X, Bock C, Bouhassira EE, Fan Y. High-resolution mapping of h1 linker histone variants in embryonic stem cells. PLoS Genet 2013; 9:e1003417. [PMID: 23633960 PMCID: PMC3636266 DOI: 10.1371/journal.pgen.1003417] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2012] [Accepted: 02/13/2013] [Indexed: 02/07/2023] Open
Abstract
H1 linker histones facilitate higher-order chromatin folding and are essential for mammalian development. To achieve high-resolution mapping of H1 variants H1d and H1c in embryonic stem cells (ESCs), we have established a knock-in system and shown that the N-terminally tagged H1 proteins are functionally interchangeable to their endogenous counterparts in vivo. H1d and H1c are depleted from GC- and gene-rich regions and active promoters, inversely correlated with H3K4me3, but positively correlated with H3K9me3 and associated with characteristic sequence features. Surprisingly, both H1d and H1c are significantly enriched at major satellites, which display increased nucleosome spacing compared with bulk chromatin. While also depleted at active promoters and enriched at major satellites, overexpressed H10 displays differential binding patterns in specific repetitive sequences compared with H1d and H1c. Depletion of H1c, H1d, and H1e causes pericentric chromocenter clustering and de-repression of major satellites. These results integrate the localization of an understudied type of chromatin proteins, namely the H1 variants, into the epigenome map of mouse ESCs, and we identify significant changes at pericentric heterochromatin upon depletion of this epigenetic mark. Embryonic stem cells (ESCs) possess unique chromatin and epigenetic signatures, which are important in defining the identity and genome plasticity of pluripotent stem cells. Although ESC epigenomes have been extensively characterized, the genome localization of histone H1 variants, the chromatin structural proteins facilitating higher-order chromatin folding, remains elusive. Linker histone H1 is essential for mammalian development and regulates the expression of specific genes in ESCs. Here, by using a knock-in system coupled with ChIP–seq, we first achieve the high resolution mapping of two H1 variants on a genome-wide scale in mouse ESCs. Our study reveals the correlations of this underexplored histone family with other epigenetic marks and genome attributes. Surprisingly, we identify a dramatic enrichment of H1d and H1c at major satellite sequences. H10, mapped using an overexpressing ESC line, shows similar features at active promoters but differential binding at repetitive sequences compared with H1d and H1c. Furthermore, using mutant ESCs that are deficient for multiple H1 variants, we demonstrate the role of H1 in chromocenter clustering and transcriptional repression of major satellites. Thus, these results connect this important repressive mark with the well understood ESC epigenome and identify novel functions of H1 in mammalian genome organization.
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Affiliation(s)
- Kaixiang Cao
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Nathalie Lailler
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Yunzhe Zhang
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Ashwath Kumar
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Karan Uppal
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Zheng Liu
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Eva K. Lee
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Hongwei Wu
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Magdalena Medrzycki
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Chenyi Pan
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Po-Yi Ho
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Guy P. Cooper
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Xiao Dong
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Christoph Bock
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
- Max Planck Institute for Informatics, Saarbrücken, Germany
| | - Eric E. Bouhassira
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Yuhong Fan
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- * E-mail:
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