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Zhu W, Jiang L, Pan C, Sun J, Huang X, Ni W. Deoxyribonucleic acid methylation signatures in sperm deoxyribonucleic acid fragmentation. Fertil Steril 2021; 116:1297-1307. [PMID: 34253331 DOI: 10.1016/j.fertnstert.2021.06.025] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 05/05/2021] [Accepted: 06/10/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To evaluate Deoxyribonucleic acid (DNA) methylation patterns in sperm from men with differential levels of sperm DNA fragmentation index (DFI). DESIGN Prospective study. SETTING University-affiliated reproductive medicine center. PATIENT(S) A total of 278 male patients consulting for couple infertility were recruited from the First Affiliated Hospital of Wenzhou Medical University. INTERVENTION(S) None. MAIN OUTCOME MEASURE(S) Genome-wide DNA methylation analysis was performed using Infinium MethylationEPIC BeadChip on spermatozoal DNA from 20 male patients. Differentially methylated regions (DMRs) were identified and validated using targeted bisulfite amplicon sequencing in spermatozoal DNA from 266 males. RESULT(S) Unsupervised hierarchical clustering analysis revealed three main clusters corresponding to sperm DFI levels (low, medium, or high). Between-cluster comparisons identified 959 (medium-low), 738 (high-medium), and 937 (high-low) DMRs. Sixty-six DMRs were validated in the 266-sample cohort, of which nine CpG fragments corresponding to nine genes (BLCAP, DIRAS3, FAM50B, GNAS, MEST, TSPAN32, PSMA8, SYCP1, and TEX12) exhibited significantly altered methylation in those with high DFI (≥25%) compared with those with low DFI (<25%). CONCLUSION(S) We identified and validated a distinct DNA methylation signature associated with sperm DNA damage in a large, unselected cohort. These results indicate that sperm DNA damage may affect DNA methylation patterns in human sperm.
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Affiliation(s)
- Weijian Zhu
- Central Laboratory, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Lei Jiang
- Central Laboratory, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Chengshuang Pan
- Reproductive Medicine Center, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Junhui Sun
- Reproductive Medicine Center, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xuefeng Huang
- Reproductive Medicine Center, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Wuhua Ni
- Reproductive Medicine Center, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China.
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2
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Cai Z, Niu Y, Li H. RNA N6-methyladenosine modification, spermatogenesis, and human male infertility. Mol Hum Reprod 2021; 27:6179814. [PMID: 33749751 DOI: 10.1093/molehr/gaab020] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 01/15/2021] [Indexed: 12/28/2022] Open
Abstract
RNA N6-methyladenosine (m6A) modification is one of the main forms of posttranscriptional modification, and its dysregulation is involved in a series of pathological processes. RNA m6A regulators, which mediate dynamic RNA m6A modification, are expressed in almost all types of testicular cells, including spermatogenetic cells and somatic cells. Cumulative studies have found that knockout of RNA m6A regulators in the testis leads to abnormal metabolism of the target mRNAs, which eventually causes spermatogenetic disorders and infertility. To date, a role for dysregulated RNA m6A modification in human male infertility remains elusive; however, dysregulated expression of RNA m6A regulators in abnormal human semen samples, including oligospermia, asthenozoospermia and azoospermia, has been found. Therefore, we speculate that abnormal RNA m6A methylation may be an important mechanism of male infertility. In this review, we summarize the recent findings regarding the spatiotemporal expression of RNA m6A regulators in the testes, mechanisms of RNA m6A modification in spermatogenesis and the relation between dysregulated RNA m6A regulators and human male infertility. In addition, we also discuss future directions in studying the molecular mechanism of male infertility and exploring their clinical applications from the viewpoint of RNA m6A modification.
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Affiliation(s)
- Zhonglin Cai
- Department of Urology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Yamei Niu
- Department of Pathology, Institute of Basic Medical Sciences Chinese Academy of Medical Science, School of Basic Medicine, Peking Union Medical College, Beijing, China
| | - Hongjun Li
- Department of Urology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
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3
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Pelzman DL, Hwang K. Genetic testing for men with infertility: techniques and indications. Transl Androl Urol 2021; 10:1354-1364. [PMID: 33850771 PMCID: PMC8039607 DOI: 10.21037/tau-19-725] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Genetic testing is an integral component in the workup of male infertility as genetic conditions may be responsible for up to 15% of all cases. Currently, three genetic tests are commonly performed and recommended by major urologic associations: karyotype analysis (KA), Y-chromosome microdeletion testing, and CFTR mutation testing. Despite widespread adoption of these tests, an etiology for infertility remains elusive in up to 80% of cases. Recent work has identified intriguing new targets for genetic testing which may soon see clinical relevance. This review will discuss the indications and techniques for currently offered genetic tests and briefly explore ongoing research directions within this field.
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Affiliation(s)
- Daniel L Pelzman
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Kathleen Hwang
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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4
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Miller D, Vukina J. Recent advances in clinical diagnosis and treatment of male factor infertility. Postgrad Med 2020; 132:28-34. [PMID: 32990123 DOI: 10.1080/00325481.2020.1830589] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Infertility is a significant global health issue affecting around 8-12% of couples worldwide with male factor infertility accounting for a substantial proportion of these cases. Despite significant advances within the past few decades, an etiology for male factor infertility cannot be identified in up to 80% of patients and thus, this continues to be an area of active study. This review aims to provide an update on recent advances in the field of male infertility including semen analysis and at-home semen testing, genetics, DNA fragmentation, surgical approaches, and the rise of telemedicine in the era of COVID19.
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Affiliation(s)
- David Miller
- Department of Urology, University of Pittsburgh Medical Center , Pittsburgh, Pennsylvania, USA
| | - Josip Vukina
- Department of Urology, University of Pittsburgh Medical Center , Pittsburgh, Pennsylvania, USA
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5
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Chioccarelli T, Pierantoni R, Manfrevola F, Porreca V, Fasano S, Chianese R, Cobellis G. Histone Post-Translational Modifications and CircRNAs in Mouse and Human Spermatozoa: Potential Epigenetic Marks to Assess Human Sperm Quality. J Clin Med 2020; 9:jcm9030640. [PMID: 32121034 PMCID: PMC7141194 DOI: 10.3390/jcm9030640] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 02/20/2020] [Accepted: 02/20/2020] [Indexed: 12/14/2022] Open
Abstract
Spermatozoa (SPZ) are motile cells, characterized by a cargo of epigenetic information including histone post-translational modifications (histone PTMs) and non-coding RNAs. Specific histone PTMs are present in developing germ cells, with a key role in spermatogenic events such as self-renewal and commitment of spermatogonia (SPG), meiotic recombination, nuclear condensation in spermatids (SPT). Nuclear condensation is related to chromatin remodeling events and requires a massive histone-to-protamine exchange. After this event a small percentage of chromatin is condensed by histones and SPZ contain nucleoprotamines and a small fraction of nucleohistone chromatin carrying a landascape of histone PTMs. Circular RNAs (circRNAs), a new class of non-coding RNAs, characterized by a nonlinear back-spliced junction, able to play as microRNA (miRNA) sponges, protein scaffolds and translation templates, have been recently characterized in both human and mouse SPZ. Since their abundance in eukaryote tissues, it is challenging to deepen their biological function, especially in the field of reproduction. Here we review the critical role of histone PTMs in male germ cells and the profile of circRNAs in mouse and human SPZ. Furthermore, we discuss their suggested role as novel epigenetic biomarkers to assess sperm quality and improve artificial insemination procedure.
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6
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Wang Y, Wang LF, Zhang LL, Sun HB, Zhao J. Molecular mechanism of inhibitor bindings to bromodomain-containing protein 9 explored based on molecular dynamics simulations and calculations of binding free energies. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2020; 31:149-170. [PMID: 31851834 DOI: 10.1080/1062936x.2019.1701075] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 12/02/2019] [Indexed: 06/10/2023]
Abstract
Recently, bromodomain-containing protein 9 (BRD9) has been a prospective therapeutic target for anticancer drug design. Molecular dynamics (MD) simulations combined with molecular mechanics generalized Born surface area (MM-GBSA) method were adopted to explore binding modes of three inhibitors (5SW, 5U2, and 5U6) to BRD9 and identify the hot spot of the inhibitor-BRD9 binding. The results indicate that the inhibitor 5SW has the strongest binding ability to BRD9 among the current three inhibitors. Furthermore, the rank of the binding free energies predicted by MM-GBSA approach agrees with that determined by the experimental values. In addition, inhibitor-residue interactions were computed by using residue-based free-energy decomposition method and the results suggest that residue His42 produces the CH-H interactions, residues Asn100, Ile53 and Val49 produce the CH-[Formula: see text] interactions with three inhibitors and Tyr106, Phe45 and Phe44 generate the π-π interactions with inhibitors. Notably, the residue Asn140 forms hydrogen bonding interactions with three inhibitors. This research is expected to provide useful molecular basis and dynamics information at atomic levels for the design of potent inhibitors inhibiting the activity of BRD9.
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Affiliation(s)
- Y Wang
- School of Science, Shandong Jiaotong University, Jinan, China
| | - L F Wang
- School of Science, Shandong Jiaotong University, Jinan, China
| | - L L Zhang
- School of Science, Shandong Jiaotong University, Jinan, China
| | - H B Sun
- School of Science, Shandong Jiaotong University, Jinan, China
| | - J Zhao
- School of Science, Shandong Jiaotong University, Jinan, China
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7
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Maciel VL, Tamashiro LK, Bertolla RP. Post-translational modifications of seminal proteins and their importance in male fertility potential. Expert Rev Proteomics 2019; 16:941-950. [PMID: 31726898 DOI: 10.1080/14789450.2019.1693895] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Introduction: The seminal proteome has been shown to directly influence the male fertile potential. Post-translational modifications (PTMs) are significant changes that play a role in the biological regulation of proteins. Sperm cells are transcriptionally and translationally inactive and these modifications are essential to control protein function.Areas covered: Here we reviewed seven PTMs which importance for male reproductive function investigated in the past decade, namely S-nitrosylation and tyrosine nitration (both occurring by the action of NO), glycosylation, ubiquitination, acetylation, methylation, and SUMOylation. Since they were previously identified in human semen, we focus on their role in sperm function, as well as in physiological and pathophysiological processes which could contribute to the fertility potential. The following keywords were applied: 'post-translational modification', 'sperm', 'semen', 'seminal plasma', 'male infertility', 'nitrosylation', 'nitration', 'histone methylation', 'SUMOylation', 'ubiquitination', 'ubiquitilation', 'glycosylation', and 'acetylation'.Expert opinion: Most biological processes orchestrated by proteins require PTMs for their activation or inhibition. Most of them are dynamic and occur in mature sperm, modulating protein function, thus exerting a significant role in sperm function and fertility. Finally, the study of PTMs should be also addressed in pathophysiological processes, as different clinical conditions are known to alter the proteome.
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Affiliation(s)
- Valter Luiz Maciel
- Departamento de Cirurgia, Disciplina de Urologia, Centro de pesquisa em Urologia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Letícia Kaory Tamashiro
- Departamento de Cirurgia, Disciplina de Urologia, Centro de pesquisa em Urologia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Ricardo Pimenta Bertolla
- Departamento de Cirurgia, Disciplina de Urologia, Centro de pesquisa em Urologia, Universidade Federal de São Paulo, São Paulo, Brazil
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8
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Muratori M, De Geyter C. Chromatin condensation, fragmentation of DNA and differences in the epigenetic signature of infertile men. Best Pract Res Clin Endocrinol Metab 2019; 33:117-126. [PMID: 30420311 DOI: 10.1016/j.beem.2018.10.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Epidemiological studies report an increase of pathologies of male reproductive tracts and suggest a link between this trend and the increased exposure of men to endocrine disruptors (EDs). The mechanisms by which EDs impact male fertility are far to be elucidated although DNA, chromatin and epigenome of spermatozoa appear to be relevant targets for these molecules. Indeed, many studies report associations between increased levels of sperm DNA fragmentation (sDF) or aberrant chromatin condensation or epigenetic modifications and poor semen quality and/or infertile phenotype. In this scenario, therapies able to reduce sperm damage to DNA, chromatin and epigenome are sought. Currently, antioxidants and FSH administration is proposed for treating high levels of sDF, but whether or not such therapies are really effective is still debated. Further studies are necessary to understand the link between endocrine disruptor exposure and damage to sperm function and/or structure and thus to define effective therapeutic strategies.
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Affiliation(s)
- Monica Muratori
- Department of Experimental, Clinical and Biomedical Sciences, Unit of Sexual Medicine and Andrology, Center of Excellence DeNothe, University of Florence, Viale Pieraccini, 6, I-50139, Firenze, Italy.
| | - Christian De Geyter
- Reproductive Medicine and Gynecological Endocrinology (RME), University Hospital, University of Basel, Vogesenstrasse 134, CH-4031, Basel, Switzerland.
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9
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Ge S, Zhao P, Liu X, Zhao Z, Liu M. Necessity to Evaluate Epigenetic Quality of the Sperm for Assisted Reproductive Technology. Reprod Sci 2018; 26:315-322. [DOI: 10.1177/1933719118808907] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Shaoqin Ge
- Hebei University Health Science Center, Baoding, China
- The Institute for Reproductive Medicine of Hebei University, Baoding, China
- The Center for Reproductive Medicine of Affiliated Hospital of Hebei University, Baoding, China
| | - Penghui Zhao
- Hebei University Health Science Center, Baoding, China
| | - Xuanchen Liu
- Hebei University Health Science Center, Baoding, China
| | - Zhenghui Zhao
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Meiyun Liu
- The Center for Reproductive Medicine of Affiliated Hospital of Hebei University, Baoding, China
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10
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Champroux A, Cocquet J, Henry-Berger J, Drevet JR, Kocer A. A Decade of Exploring the Mammalian Sperm Epigenome: Paternal Epigenetic and Transgenerational Inheritance. Front Cell Dev Biol 2018; 6:50. [PMID: 29868581 PMCID: PMC5962689 DOI: 10.3389/fcell.2018.00050] [Citation(s) in RCA: 116] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 04/18/2018] [Indexed: 12/12/2022] Open
Abstract
The past decade has seen a tremendous increase in interest and progress in the field of sperm epigenetics. Studies have shown that chromatin regulation during male germline development is multiple and complex, and that the spermatozoon possesses a unique epigenome. Its DNA methylation profile, DNA-associated proteins, nucleo-protamine distribution pattern and non-coding RNA set up a unique epigenetic landscape which is delivered, along with its haploid genome, to the oocyte upon fertilization, and therefore can contribute to embryogenesis and to the offspring health. An emerging body of compelling data demonstrates that environmental exposures and paternal lifestyle can change the sperm epigenome and, consequently, may affect both the embryonic developmental program and the health of future generations. This short review will attempt to provide an overview of what is currently known about sperm epigenome and the existence of transgenerational epigenetic inheritance of paternally acquired traits that may contribute to the offspring phenotype.
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Affiliation(s)
- Alexandre Champroux
- GReD, Laboratoire “Génétique, Reproduction and Développement,” UMR Centre National de la Recherche Scientifique 6293, INSERM U1103, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Julie Cocquet
- INSERM U1016, Institut Cochin, Centre National de la Recherche Scientifique UMR8104, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Joëlle Henry-Berger
- GReD, Laboratoire “Génétique, Reproduction and Développement,” UMR Centre National de la Recherche Scientifique 6293, INSERM U1103, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Joël R. Drevet
- GReD, Laboratoire “Génétique, Reproduction and Développement,” UMR Centre National de la Recherche Scientifique 6293, INSERM U1103, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Ayhan Kocer
- GReD, Laboratoire “Génétique, Reproduction and Développement,” UMR Centre National de la Recherche Scientifique 6293, INSERM U1103, Université Clermont Auvergne, Clermont-Ferrand, France
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11
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Ali I, Conrad RJ, Verdin E, Ott M. Lysine Acetylation Goes Global: From Epigenetics to Metabolism and Therapeutics. Chem Rev 2018; 118:1216-1252. [PMID: 29405707 PMCID: PMC6609103 DOI: 10.1021/acs.chemrev.7b00181] [Citation(s) in RCA: 259] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Post-translational acetylation of lysine residues has emerged as a key regulatory mechanism in all eukaryotic organisms. Originally discovered in 1963 as a unique modification of histones, acetylation marks are now found on thousands of nonhistone proteins located in virtually every cellular compartment. Here we summarize key findings in the field of protein acetylation over the past 20 years with a focus on recent discoveries in nuclear, cytoplasmic, and mitochondrial compartments. Collectively, these findings have elevated protein acetylation as a major post-translational modification, underscoring its physiological relevance in gene regulation, cell signaling, metabolism, and disease.
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Affiliation(s)
- Ibraheem Ali
- Gladstone Institute of Virology and Immunology, San Francisco, California 94158, United States
- University of California, San Francisco, Department of Medicine, San Francisco, California 94158, United States
| | - Ryan J. Conrad
- Gladstone Institute of Virology and Immunology, San Francisco, California 94158, United States
- University of California, San Francisco, Department of Medicine, San Francisco, California 94158, United States
| | - Eric Verdin
- Buck Institute for Research on Aging, Novato, California 94945, United States
| | - Melanie Ott
- Gladstone Institute of Virology and Immunology, San Francisco, California 94158, United States
- University of California, San Francisco, Department of Medicine, San Francisco, California 94158, United States
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12
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Castillo J, Estanyol JM, Ballescá JL, Oliva R. Human sperm chromatin epigenetic potential: genomics, proteomics, and male infertility. Asian J Androl 2016; 17:601-9. [PMID: 25926607 PMCID: PMC4492051 DOI: 10.4103/1008-682x.153302] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The classical idea about the function of the mammalian sperm chromatin is that it serves to transmit a highly protected and transcriptionally inactive paternal genome, largely condensed by protamines, to the next generation. In addition, recent sperm chromatin genome-wide dissection studies indicate the presence of a differential distribution of the genes and repetitive sequences in the protamine-condensed and histone-condensed sperm chromatin domains, which could be potentially involved in regulatory roles after fertilization. Interestingly, recent proteomic studies have shown that sperm chromatin contains many additional proteins, in addition to the abundant histones and protamines, with specific modifications and chromatin affinity features which are also delivered to the oocyte. Both gene and protein signatures seem to be altered in infertile patients and, as such, are consistent with the potential involvement of the sperm chromatin landscape in early embryo development. This present work reviews the available information on the composition of the human sperm chromatin and its epigenetic potential, with a particular focus on recent results derived from high-throughput genomic and proteomic studies. As a complement, we provide experimental evidence for the detection of phosphorylations and acetylations in human protamine 1 using a mass spectrometry approach. The available data indicate that the sperm chromatin is much more complex than what it was previously thought, raising the possibility that it could also serve to transmit crucial paternal epigenetic information to the embryo.
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Affiliation(s)
| | | | | | - Rafael Oliva
- Human Genetics Research Group, IDIBAPS, Faculty of Medicine, University of Barcelona, Casanova 143; Biochemistry and Molecular Genetics Service, Biomedical Diagnostic Centre, Hospital Clinic, Villarroel 170, 08036 Barcelona, Spain
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Urdinguio RG, Bayón GF, Dmitrijeva M, Toraño EG, Bravo C, Fraga MF, Bassas L, Larriba S, Fernández AF. Aberrant DNA methylation patterns of spermatozoa in men with unexplained infertility. Hum Reprod 2015; 30:1014-28. [PMID: 25753583 DOI: 10.1093/humrep/dev053] [Citation(s) in RCA: 130] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Accepted: 02/16/2015] [Indexed: 12/17/2022] Open
Abstract
STUDY QUESTION Are there DNA methylation alterations in sperm that could explain the reduced biological fertility of male partners from couples with unexplained infertility? SUMMARY ANSWER DNA methylation patterns, not only at specific loci but also at Alu Yb8 repetitive sequences, are altered in infertile individuals compared with fertile controls. WHAT IS KNOWN ALREADY Aberrant DNA methylation of sperm has been associated with human male infertility in patients demonstrating either deficiencies in the process of spermatogenesis or low semen quality. STUDY DESIGN, SIZE, DURATION Case and control prospective study. This study compares 46 sperm samples obtained from 17 normospermic fertile men and 29 normospermic infertile patients. PARTICIPANTS/MATERIALS, SETTING, METHODS Illumina Infinium HD Human Methylation 450K arrays were used to identify genomic regions showing differences in sperm DNA methylation patterns between five fertile and seven infertile individuals. Additionally, global DNA methylation of sperm was measured using the Methylamp Global DNA Methylation Quantification Ultra kit (Epigentek) in 14 samples, and DNA methylation at several repetitive sequences (LINE-1, Alu Yb8, NBL2, D4Z4) measured by bisulfite pyrosequencing in 44 sperm samples. A sperm-specific DNA methylation pattern was obtained by comparing the sperm methylomes with the DNA methylomes of differentiated somatic cells using data obtained from methylation arrays (Illumina 450 K) of blood, neural and glial cells deposited in public databases. MAIN RESULTS AND THE ROLE OF CHANCE In this study we conduct, for the first time, a genome-wide study to identify alterations of sperm DNA methylation in individuals with unexplained infertility that may account for the differences in their biological fertility compared with fertile individuals. We have identified 2752 CpGs showing aberrant DNA methylation patterns, and more importantly, these differentially methylated CpGs were significantly associated with CpG sites which are specifically methylated in sperm when compared with somatic cells. We also found statistically significant (P < 0.001) associations between DNA hypomethylation and regions corresponding to those which, in somatic cells, are enriched in the repressive histone mark H3K9me3, and between DNA hypermethylation and regions enriched in H3K4me1 and CTCF, suggesting that the relationship between chromatin context and aberrant DNA methylation of sperm in infertile men could be locus-dependent. Finally, we also show that DNA methylation patterns, not only at specific loci but also at several repetitive sequences (LINE-1, Alu Yb8, NBL2, D4Z4), were lower in sperm than in somatic cells. Interestingly, sperm samples at Alu Yb8 repetitive sequences of infertile patients showed significantly lower DNA methylation levels than controls. LIMITATIONS, REASONS FOR CAUTION Our results are descriptive and further studies would be needed to elucidate the functional effects of aberrant DNA methylation on male fertility. WIDER IMPLICATIONS OF THE FINDINGS Overall, our data suggest that aberrant sperm DNA methylation might contribute to fertility impairment in couples with unexplained infertility and they provide a promising basis for future research. STUDY FUNDING/COMPETING INTERESTS This work has been financially supported by Fundación Cientifica de la AECC (to R.G.U.); IUOPA (to G.F.B.); FICYT (to E.G.T.); the Spanish National Research Council (CSIC; 200820I172 to M.F.F.); Fundación Ramón Areces (to M.F.F); the Plan Nacional de I+D+I 2008-2011/2013-2016/FEDER (PI11/01728 to AF.F., PI12/01080 to M.F.F. and PI12/00361 to S.L.); the PN de I+D+I 2008-20011 and the Generalitat de Catalunya (2009SGR01490). A.F.F. is sponsored by ISCIII-Subdirección General de Evaluación y Fomento de la Investigación (CP11/00131). S.L. is sponsored by the Researchers Stabilization Program from the Spanish National Health System (CES09/020). The IUOPA is supported by the Obra Social Cajastur, Spain.
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Affiliation(s)
- Rocío G Urdinguio
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Gustavo F Bayón
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Marija Dmitrijeva
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Estela G Toraño
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Cristina Bravo
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Mario F Fraga
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain Department of Immunology and Oncology, National Center for Biotechnology, CNB-CSIC, Cantoblanco, Madrid 28049, Spain
| | - Lluís Bassas
- Laboratory of Seminology and Embryology, Andrology Service-Fundació Puigvert, Barcelona 08025, Spain
| | - Sara Larriba
- Human Molecular Genetics Group-IDIBELL, L'Hospitalet de Llobregat, Barcelona 08908, Spain
| | - Agustín F Fernández
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
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14
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Determining ACTB, ATP5B and RPL32 as optimal reference genes for quantitative RT-PCR studies of cryopreserved stallion semen. Anim Reprod Sci 2014; 149:204-11. [DOI: 10.1016/j.anireprosci.2014.08.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Revised: 05/12/2014] [Accepted: 08/20/2014] [Indexed: 11/18/2022]
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15
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Tahmasbpour E, Balasubramanian D, Agarwal A. A multi-faceted approach to understanding male infertility: gene mutations, molecular defects and assisted reproductive techniques (ART). J Assist Reprod Genet 2014; 31:1115-37. [PMID: 25117645 PMCID: PMC4156950 DOI: 10.1007/s10815-014-0280-6] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Accepted: 06/16/2014] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND The assisted reproductive techniques aimed to assist infertile couples have their own offspring carry significant risks of passing on molecular defects to next generations. RESULTS Novel breakthroughs in gene and protein interactions have been achieved in the field of male infertility using genome-wide proteomics and transcriptomics technologies. CONCLUSION Male Infertility is a complex and multifactorial disorder. SIGNIFICANCE This review provides a comprehensive, up-to-date evaluation of the multifactorial factors involved in male infertility. These factors need to be first assessed and understood before we can successfully treat male infertility.
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Affiliation(s)
| | | | - Ashok Agarwal
- />Center for Reproductive Medicine, Cleveland Clinic, 44195 Cleveland, OH USA
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16
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Zeng C, Peng W, Ding L, He L, Zhang Y, Fang D, Tang K. A preliminary study on epigenetic changes during boar spermatozoa cryopreservation. Cryobiology 2014; 69:119-27. [DOI: 10.1016/j.cryobiol.2014.06.003] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2014] [Revised: 05/23/2014] [Accepted: 06/18/2014] [Indexed: 02/05/2023]
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17
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Guerrero-Bosagna C, Skinner MK. Environmentally induced epigenetic transgenerational inheritance of male infertility. Curr Opin Genet Dev 2014; 26:79-88. [PMID: 25104619 PMCID: PMC4252707 DOI: 10.1016/j.gde.2014.06.005] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Revised: 06/05/2014] [Accepted: 06/17/2014] [Indexed: 11/26/2022]
Abstract
Decreasing male fertility has been observed for the past fifty years. Examples of affected reproductive parameters include decreases in sperm count and sperm quality and increases in testicular cancer, cryptorchidism and hypospadias. Exposures to environmental toxicants during fetal development and early postnatal life have been shown to promote infertility. Environmental exposures inducing epigenetic changes related to male infertility range from life style, occupational exposures, environmental toxicants and nutrition. Exposures during fetal gonadal sex determination have been shown to alter the epigenetic programming of the germline that then can transmit this altered epigenetic information to subsequent generations in the absence of any exposures. This environmentally induced epigenetic transgenerational inheritance of disease will be a component of the etiology of male infertility.
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Affiliation(s)
- Carlos Guerrero-Bosagna
- Avian Behaviourial Genomics and Physiology Group, IFM Biology, Linköping University, Linköping, Sweden
| | - Michael K Skinner
- Center for Reproductive Biology, School of Biological Sciences, Washington State University, Pullman, WA, United States.
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18
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Guetzoyan L, Ingham RJ, Nikbin N, Rossignol J, Wolling M, Baumert M, Burgess-Brown NA, Strain-Damerell CM, Shrestha L, Brennan PE, Fedorov O, Knapp S, Ley SV. Machine-assisted synthesis of modulators of the histone reader BRD9 using flow methods of chemistry and frontal affinity chromatography. MEDCHEMCOMM 2014. [DOI: 10.1039/c4md00007b] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Novel technologies were developed and used for the synthesis and evaluation of new triazolopyridazine BRD9 inhibitors.
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Affiliation(s)
- Lucie Guetzoyan
- Innovative Technology Centre
- Department of Chemistry
- University of Cambridge
- , UK
| | - Richard J. Ingham
- Innovative Technology Centre
- Department of Chemistry
- University of Cambridge
- , UK
| | - Nikzad Nikbin
- Innovative Technology Centre
- Department of Chemistry
- University of Cambridge
- , UK
| | - Julien Rossignol
- Innovative Technology Centre
- Department of Chemistry
- University of Cambridge
- , UK
| | - Michael Wolling
- Innovative Technology Centre
- Department of Chemistry
- University of Cambridge
- , UK
| | | | - Nicola A. Burgess-Brown
- Structural Genomics Consortium and Target Discovery Institute
- Nuffield Department of Medicine
- University of Oxford
- Oxford, UK
| | - Claire M. Strain-Damerell
- Structural Genomics Consortium and Target Discovery Institute
- Nuffield Department of Medicine
- University of Oxford
- Oxford, UK
| | - Leela Shrestha
- Structural Genomics Consortium and Target Discovery Institute
- Nuffield Department of Medicine
- University of Oxford
- Oxford, UK
| | - Paul E. Brennan
- Structural Genomics Consortium and Target Discovery Institute
- Nuffield Department of Medicine
- University of Oxford
- Oxford, UK
| | - Oleg Fedorov
- Structural Genomics Consortium and Target Discovery Institute
- Nuffield Department of Medicine
- University of Oxford
- Oxford, UK
| | - Stefan Knapp
- Structural Genomics Consortium and Target Discovery Institute
- Nuffield Department of Medicine
- University of Oxford
- Oxford, UK
| | - Steven V. Ley
- Innovative Technology Centre
- Department of Chemistry
- University of Cambridge
- , UK
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19
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Guerrero-Bosagna C, Skinner MK. Environmental epigenetics and effects on male fertility. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 791:67-81. [PMID: 23955673 PMCID: PMC8248443 DOI: 10.1007/978-1-4614-7783-9_5] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Environmental exposures to factors such as toxicants or nutrition can have impacts on testis biology and male fertility. The ability of these factors to influence epigenetic mechanisms in early life exposures or from ancestral exposures will be reviewed. A growing number of examples suggest environmental epigenetics will be a critical factor to consider in male reproduction.
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Affiliation(s)
- Carlos Guerrero-Bosagna
- Center for Reproductive Biology, School of Biological Sciences, Washington State University, Pullman, WA, 99164-4236, USA
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20
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Castillo J, Amaral A, Oliva R. Sperm nuclear proteome and its epigenetic potential. Andrology 2013; 2:326-38. [PMID: 24327354 DOI: 10.1111/j.2047-2927.2013.00170.x] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Revised: 11/08/2013] [Accepted: 11/11/2013] [Indexed: 11/29/2022]
Abstract
The main function of the sperm cell is to transmit the paternal genetic message and epigenetic information to the embryo. Importantly, the majority of the genes in the sperm chromatin are highly condensed by protamines, whereas genes potentially needed in the initial stages of development are associated with histones, representing a form of epigenetic marking. However, so far little attention has been devoted to other sperm chromatin-associated proteins that, in addition to histones and protamines, may also have an epigenetic role. Therefore, with the goal of contributing to cover this subject we have compiled, reviewed and report a list of 581 chromatin or nuclear proteins described in the human sperm cell. Furthermore, we have analysed their Gene Ontology Biological Process enriched terms and have grouped them into different functional categories. Remarkably, we show that 56% of the sperm nuclear proteins have a potential epigenetic activity, being involved in at least one of the following functions: chromosome organization, chromatin organization, protein-DNA complex assembly, DNA packaging, gene expression, transcription, chromatin modification and histone modification. In addition, we have also included and compared the sperm cell proteomes of different model species, demonstrating the existence of common trends in the chromatin composition in the mammalian mature male gamete. Taken together, our analyses suggest that the mammalian sperm cell delivers to the offspring a rich combination of histone variants, transcription factors, chromatin-associated and chromatin-modifying proteins which have the potential to encode and transmit an extremely complex epigenetic information.
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Affiliation(s)
- J Castillo
- Human Genetics Research Group, IDIBAPS, Faculty of Medicine, University of Barcelona, Barcelona, Spain; Biochemistry and Molecular Genetics Service, Hospital Clinic, Barcelona, Spain
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21
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Miller D, Paradowska A. Evaluating the localization and DNA binding complexity of histones in mature sperm. Methods Mol Biol 2013; 927:459-75. [PMID: 22992937 DOI: 10.1007/978-1-62703-038-0_40] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The paternal genome in many animal taxa is efficiently packaged into the sperm nucleus by switching from a histone (nucleosome)-based chromatin configuration to one using predominantly protamines. Nonetheless, various studies have shown that some nucleosomes, often containing modified histones are retained in mature sperm and bind DNA with distinct sequence compositions. Considering the significance of histone modifications in epigenetic phenomena and the fact that sperm histones and their bound DNA must be carried into the oocyte, this chapter describes methods aimed at examining and analysing the histone composition of sperm chromatin. The focus is on both microscopic visualisation and evaluation of sequence composition of histones and histone-bound DNA in human and mouse spermatozoa. However, similar methods may be applicable to the sperm of other mammalian and even non-mammalian classes.
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Affiliation(s)
- David Miller
- Leeds Institute of Genetics, Health and Therapeutics, University of Leeds, Leeds, West Yorkshire, UK.
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22
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Schagdarsurengin U, Paradowska A, Steger K. Analysing the sperm epigenome: roles in early embryogenesis and assisted reproduction. Nat Rev Urol 2012; 9:609-19. [PMID: 23045264 DOI: 10.1038/nrurol.2012.183] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
An understanding of the epigenetic mechanisms involved in sperm production and their impact on the differentiating embryo is essential if we are to optimize fertilization and assisted reproduction techniques in the future. Male germ cells are unique in terms of size, robustness, and chromatin structure, which is highly condensed owing to the replacement of most histones by protamines. Analysis of sperm epigenetics requires specific techniques that enable the isolation of high quality chromatin and associated nucleic acids. Histone modification, DNA methylation and noncoding RNAs have important, but so far underestimated, roles in the production of fertile sperm. Aberrations in these epigenetic processes have detrimental consequences for both early embryo development and assisted reproductive technology. Emerging computational techniques are likely to improve our understanding of chromatin dynamics in the future.
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Affiliation(s)
- Undraga Schagdarsurengin
- Justus Liebig University, Department of Urology, Pediatric Urology and Andrology, Section Molecular Andrology, Giessen, Germany
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23
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Paradowska AS, Miller D, Spiess AN, Vieweg M, Cerna M, Dvorakova-Hortova K, Bartkuhn M, Schuppe HC, Weidner W, Steger K. Genome wide identification of promoter binding sites for H4K12ac in human sperm and its relevance for early embryonic development. Epigenetics 2012; 7:1057-70. [PMID: 22894908 PMCID: PMC3466190 DOI: 10.4161/epi.21556] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Sperm chromatin reveals two characteristic features in that protamines are the predominant nuclear proteins and remaining histones are highly acetylated. Histone H4 acetylated at lysine 12 (H4K12ac) is localized in the post-acrosomal region, while protamine-1 is present within the whole nucleus. Chromatin immunoprecipitation in combination with promoter array analysis allowed genome-wide identification of H4K12ac binding sites. Previously, we reported enrichment of H4K12ac at CTCF binding sites and promoters of genes involved in developmental processes. Here, we demonstrate that H4K12ac is enriched predominantly between ± 2 kb from the transcription start site. In addition, we identified developmentally relevant H4K12ac-associated promoters with high expression levels of their transcripts stored in mature sperm. The highest expressed mRNA codes for testis-specific PHD finger protein-7 (PHF7), suggesting an activating role of H4K12ac in the regulatory elements of this gene. H4K12ac-associated genes revealed a weak correlation with genes expressed at 4-cell stage human embryos, while 23 H4K12ac-associated genes were activated in 8-cell embryo and 39 in the blastocyst. Genes activated in 4-cell embryos are involved in gene expression, histone fold and DNA-dependent transcription, while genes expressed in the blastocyst were classified as involved in developmental processes. Immunofluorescence staining detected H4K12ac from the murine male pronucleus to early stages of embryogenesis. Aberrant histone acetylation within developmentally important gene promoters in infertile men may reflect insufficient sperm chromatin compaction, which may result in inappropriate transfer of epigenetic information to the oocyte.
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Affiliation(s)
- Agnieszka S Paradowska
- Department of Urology, Pediatric Urology and Andrology, Justus Liebig University of Giessen, Giessen, Germany.
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24
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[Regulation of gene expression during spermatogenesis at transcriptional level]. YI CHUAN = HEREDITAS 2012; 33:1300-7. [PMID: 22207375 DOI: 10.3724/sp.j.1005.2011.01300] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Mammalian spermatogenesis is a highly complex cell division and differentiation process occurring in the seminiferous tubules of the testis. This processes are regulated at both transcriptional and post-transcriptional levels, any mistake in this process can lead to infertility. Unveiling the molecular mechanisms of spermatogenesis has important implications for exploring novel contraceptive approach and treatment of infertility. This review addresses recent progress towards understanding the regulation of androgen, estrogen and their receptors, transcription factors and chromatin-associated factors for spermatogenesis at transcriptional level.
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25
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Carrell DT. Epigenetics of the male gamete. Fertil Steril 2012; 97:267-74. [DOI: 10.1016/j.fertnstert.2011.12.036] [Citation(s) in RCA: 180] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2011] [Revised: 12/19/2011] [Accepted: 12/20/2011] [Indexed: 01/21/2023]
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26
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Barda S, Paz G, Yogev L, Yavetz H, Lehavi O, Hauser R, Botchan A, Breitbart H, Kleiman SE. Expression of BET genes in testis of men with different spermatogenic impairments. Fertil Steril 2012; 97:46-52.e5. [DOI: 10.1016/j.fertnstert.2011.10.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2011] [Revised: 10/09/2011] [Accepted: 10/10/2011] [Indexed: 11/28/2022]
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27
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Abstract
Acetylation of lysine residues is a post-translational modification with broad relevance
to cellular signalling and disease biology. Enzymes that ‘write’
(histone acetyltransferases, HATs) and ‘erase’ (histone deacetylases,
HDACs) acetylation sites are an area of extensive research in current drug development,
but very few potent inhibitors that modulate the ‘reading process’
mediated by acetyl lysines have been described. The principal readers of
ɛ-N-acetyl lysine (Kac) marks are
bromodomains (BRDs), which are a diverse family of evolutionary conserved
protein-interaction modules. The conserved BRD fold contains a deep, largely hydrophobic
acetyl lysine binding site, which represents an attractive pocket for the development of
small, pharmaceutically active molecules. Proteins that contain BRDs have been implicated
in the development of a large variety of diseases. Recently, two highly potent and
selective inhibitors that target BRDs of the BET (bromodomains and extra-terminal) family
provided compelling data supporting targeting of these BRDs in inflammation and in an
aggressive type of squamous cell carcinoma. It is likely that BRDs will emerge alongside
HATs and HDACs as interesting targets for drug development for the large number of
diseases that are caused by aberrant acetylation of lysine residues.
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28
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Pacheco SE, Houseman EA, Christensen BC, Marsit CJ, Kelsey KT, Sigman M, Boekelheide K. Integrative DNA methylation and gene expression analyses identify DNA packaging and epigenetic regulatory genes associated with low motility sperm. PLoS One 2011; 6:e20280. [PMID: 21674046 PMCID: PMC3107223 DOI: 10.1371/journal.pone.0020280] [Citation(s) in RCA: 105] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2011] [Accepted: 04/23/2011] [Indexed: 12/17/2022] Open
Abstract
Background In previous studies using candidate gene approaches, low sperm count (oligospermia) has been associated with altered sperm mRNA content and DNA methylation in both imprinted and non-imprinted genes. We performed a genome-wide analysis of sperm DNA methylation and mRNA content to test for associations with sperm function. Methods and Results Sperm DNA and mRNA were isolated from 21 men with a range of semen parameters presenting to a tertiary male reproductive health clinic. DNA methylation was measured with the Illumina Infinium array at 27,578 CpG loci. Unsupervised clustering of methylation data differentiated the 21 sperm samples by their motility values. Recursively partitioned mixture modeling (RPMM) of methylation data resulted in four distinct methylation profiles that were significantly associated with sperm motility (P = 0.01). Linear models of microarray analysis (LIMMA) was performed based on motility and identified 9,189 CpG loci with significantly altered methylation (Q<0.05) in the low motility samples. In addition, the majority of these disrupted CpG loci (80%) were hypomethylated. Of the aberrantly methylated CpGs, 194 were associated with imprinted genes and were almost equally distributed into hypermethylated (predominantly paternally expressed) and hypomethylated (predominantly maternally expressed) groups. Sperm mRNA was measured with the Human Gene 1.0 ST Affymetrix GeneChip Array. LIMMA analysis identified 20 candidate transcripts as differentially present in low motility sperm, including HDAC1 (NCBI 3065), SIRT3 (NCBI 23410), and DNMT3A (NCBI 1788). There was a trend among altered expression of these epigenetic regulatory genes and RPMM DNA methylation class. Conclusions Using integrative genome-wide approaches we identified CpG methylation profiles and mRNA alterations associated with low sperm motility.
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Affiliation(s)
- Sara E. Pacheco
- Department of Pathology and Laboratory Medicine, Brown University, Providence, Rhode Island, United States of America
| | - E. Andres Houseman
- Department of Community Health, Brown University, Providence, Rhode Island, United States of America
| | - Brock C. Christensen
- Department of Community Health, Brown University, Providence, Rhode Island, United States of America
| | - Carmen J. Marsit
- Department of Pathology and Laboratory Medicine, Brown University, Providence, Rhode Island, United States of America
| | - Karl T. Kelsey
- Department of Pathology and Laboratory Medicine, Brown University, Providence, Rhode Island, United States of America
- Department of Community Health, Brown University, Providence, Rhode Island, United States of America
| | - Mark Sigman
- Division of Urology, Brown University, Providence, Rhode Island, United States of America
| | - Kim Boekelheide
- Department of Pathology and Laboratory Medicine, Brown University, Providence, Rhode Island, United States of America
- * E-mail:
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