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Kang Z, Xu C, Lu S, Gong J, Yan R, Luo G, Wang Y, He Q, Wu Y, Yan Y, Qian B, Han S, Bu Z, Zhang J, Xia X, Chen L, Hu Z, Lin M, Sun Z, Gu Y, Ye L. NKAPL facilitates transcription pause-release and bridges elongation to initiation during meiosis exit. Nat Commun 2025; 16:791. [PMID: 39824811 PMCID: PMC11742055 DOI: 10.1038/s41467-024-55579-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 12/16/2024] [Indexed: 01/20/2025] Open
Abstract
Transcription elongation, especially RNA polymerase II (Pol II) pause-release, is less studied than transcription initiation in regulating gene expression during meiosis. It is also unclear how transcription elongation interplays with transcription initiation. Here, we show that depletion of NKAPL, a testis-specific protein distantly related to RNA splicing factors, causes male infertility in mice by blocking the meiotic exit and downregulating haploid genes. NKAPL binds to promoter-associated nascent transcripts and co-localizes with DNA-RNA hybrid R-loop structures at GAA-rich loci to enhance R-loop formation and facilitate Pol II pause-release. NKAPL depletion prolongs Pol II pauses and stalls the SOX30/HDAC3 transcription initiation complex on the chromatin. Genetic variants in NKAPL are associated with azoospermia in humans, while mice carrying an NKAPL frameshift mutation (M349fs) show defective meiotic exit and transcriptomic changes similar to NKAPL depletion. These findings identify NKAPL as an R-loop-recognizing factor that regulates transcription elongation, which coordinates the meiotic-to-postmeiotic transcriptome switch in alliance with the SOX30/HDAC3-mediated transcription initiation.
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Affiliation(s)
- Zhenlong Kang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Chen Xu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Shuai Lu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China
- Changzhou Maternity and Child Health Care Hospital, Changzhou Medical Center, Nanjing Medical University, Nanjing, China
| | - Jie Gong
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Ruoyu Yan
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Gan Luo
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Yuanyuan Wang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Qing He
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Yifei Wu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Yitong Yan
- Department of Neurobiology, School of Basic Medical Science, Nanjing Medical University, Nanjing, People's Republic of China
| | - Baomei Qian
- Reproductive and Genetic Hospital, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Shenglin Han
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Zhiwen Bu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Jinwen Zhang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
| | - Xian Xia
- Jiangsu Key Laboratory of Neurodegeneration, Department of Pharmacology, Nanjing Medical University, Nanjing, China
| | - Liang Chen
- RNA Institute, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, China
| | - Zhibin Hu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Mingyan Lin
- Department of Neurobiology, School of Basic Medical Science, Nanjing Medical University, Nanjing, People's Republic of China.
| | - Zheng Sun
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
| | - Yayun Gu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China.
- Reproductive Genetic Center, The Affiliated Suzhou Hospital of Nanjing Medical University, Gusu School, Suzhou, Jiangsu, China.
- Innovation Center of Suzhou Nanjing Medical University, Suzhou, Jiangsu, China.
- National Center of Technology Innovation for Biopharmaceuticals, Suzhou, Jiangsu, China.
| | - Lan Ye
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, China.
- Innovation Center of Suzhou Nanjing Medical University, Suzhou, Jiangsu, China.
- National Center of Technology Innovation for Biopharmaceuticals, Suzhou, Jiangsu, China.
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2
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He CM, Zhang D, He Z. Gene regulation and signaling transduction in mediating the self-renewal, differentiation, and apoptosis of spermatogonial stem cells. Asian J Androl 2025; 27:4-12. [PMID: 39162186 PMCID: PMC11784953 DOI: 10.4103/aja202464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 06/04/2024] [Indexed: 08/21/2024] Open
Abstract
ABSTRACT Infertility has become one of the most serious diseases worldwide, and 50% of this disease can be attributed to male-related factors. Spermatogenesis, by definition, is a complex process by which spermatogonial stem cells (SSCs) self-renew to maintain stem cell population within the testes and differentiate into mature spermatids. It is of great significance to uncover gene regulation and signaling pathways that are involved in the fate determinations of SSCs with aims to better understand molecular mechanisms underlying human spermatogenesis and identify novel targets for gene therapy of male infertility. Significant achievement has recently been made in demonstrating the signaling molecules and pathways mediating the fate decisions of mammalian SSCs. In this review, we address key gene regulation and crucial signaling transduction pathways in controlling the self-renewal, differentiation, and apoptosis of SSCs, and we illustrate the networks of genes and signaling pathways in SSC fate determinations. We also highlight perspectives and future directions in SSC regulation by genes and their signaling pathways. This review could provide novel insights into the genetic regulation of normal and abnormal spermatogenesis and offer molecular targets to develop new approaches for gene therapy of male infertility.
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Affiliation(s)
- Cai-Mei He
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Changsha 410013, China
- Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Hunan Normal University School of Medicine, Changsha 410013, China
- Manufacture-Based Learning and Research Demonstration Center for Human Reproductive Health New Technology of Hunan Normal University, Changsha 410013, China
| | - Dong Zhang
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Changsha 410013, China
- Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Hunan Normal University School of Medicine, Changsha 410013, China
- Manufacture-Based Learning and Research Demonstration Center for Human Reproductive Health New Technology of Hunan Normal University, Changsha 410013, China
| | - Zuping He
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Changsha 410013, China
- Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Hunan Normal University School of Medicine, Changsha 410013, China
- Manufacture-Based Learning and Research Demonstration Center for Human Reproductive Health New Technology of Hunan Normal University, Changsha 410013, China
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3
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Jardanowska-Kotuniak M, Dramiński M, Własnowolski M, Łapiński M, Sengupta K, Agarwal A, Filip A, Ghosh N, Pancaldi V, Grynberg M, Saha I, Plewczynski D, Dąbrowski MJ. Unveiling epigenetic regulatory elements associated with breast cancer development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.12.623187. [PMID: 39605637 PMCID: PMC11601335 DOI: 10.1101/2024.11.12.623187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Breast cancer is the most common cancer in women and the 2nd most common cancer worldwide, yearly impacting over 2 million females and causing 650 thousand deaths. It has been widely studied, but its epigenetic variation is not entirely unveiled. We aimed to identify epigenetic mechanisms impacting the expression of breast cancer related genes to detect new potential biomarkers and therapeutic targets. We considered The Cancer Genome Atlas database with over 800 samples and several omics datasets such as mRNA, miRNA, DNA methylation, which we used to select 2701 features that were statistically significant to differ between cancer and control samples using the Monte Carlo Feature Selection and Interdependency Discovery algorithm, from an initial total of 417,486. Their biological impact on cancerogenesis was confirmed using: statistical analysis, natural language processing, linear and machine learning models as well as: transcription factors identification, drugs and 3D chromatin structure analyses. Classification of cancer vs control samples on the selected features returned high classification weighted Accuracy from 0.91 to 0.98 depending on feature-type: mRNA, miRNA, DNA methylation, and classification algorithm. In general, cancer samples showed lower expression of differentially expressed genes and increased β-values of differentially methylated sites. We identified mRNAs whose expression is well explained by miRNA expression and differentially methylated sites β-values. We recognized differentially methylated sites possibly affecting NRF1 and MXI1 transcription factors binding, causing a disturbance in NKAPL and PITX1 expression, respectively. Our 3D models showed more loosely packed chromatin in cancer. This study successfully points out numerous possible regulatory dependencies.
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Affiliation(s)
- Marta Jardanowska-Kotuniak
- Computational Biology Group, Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
- Institute of Biochemistry and Biophysics of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał Dramiński
- Computational Biology Group, Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał Własnowolski
- Laboratory of Bioinformatics and Computational Genomics, Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland
| | - Marcin Łapiński
- Computational Biology Group, Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Kaustav Sengupta
- Laboratory of Bioinformatics and Computational Genomics, Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland
| | - Abhishek Agarwal
- Laboratory of Functional and Structural Genomics, Centre of New Technologies, University of Warsaw, Warsaw, Poland
| | - Adam Filip
- Computational Biology Group, Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Nimisha Ghosh
- Department of Computer Science and Information Technology, Institute of Technical Education and Research, Siksha O Anusandhan University, Bhubaneswar, Odisha, 751030, India
| | - Vera Pancaldi
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Marcin Grynberg
- Institute of Biochemistry and Biophysics of the Polish Academy of Sciences, Warsaw, Poland
| | - Indrajit Saha
- Department of Computer Science and Engineering, National Institute of Technical Teachers’ Training and Research, Kolkata 700106, India
| | - Dariusz Plewczynski
- Laboratory of Bioinformatics and Computational Genomics, Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland
- Laboratory of Functional and Structural Genomics, Centre of New Technologies, University of Warsaw, Warsaw, Poland
| | - Michał J. Dąbrowski
- Computational Biology Group, Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
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Dujaili F, Khoshsokhan Muzaffar M, Jannatifar R. The Relationship between The Expression of Sperm MicroRNA-149b and 34c and Sperm Quality in Men with Oligoasthenoteratozoospermia in Endometriosis. INTERNATIONAL JOURNAL OF FERTILITY & STERILITY 2024; 18:404-410. [PMID: 39564833 PMCID: PMC11589966 DOI: 10.22074/ijfs.2024.2013568.1555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/28/2024] [Accepted: 02/12/2024] [Indexed: 11/21/2024]
Abstract
BACKGROUND The objective of this study was to investigate the correlation between the expression levels of sperm microRNA-149b and 34c and sperm quality in men diagnosed with oligoasthenoteratozoospermia. MATERIALS AND METHODS In the experimental study, we recruited 30 infertile men with oligoasthenoteratozoospermia and 30 control samples. In this study, miR-149b and miR 34c expression using reverse transcription polymerase chain reaction (RT-PCR) were evaluated. Semen samples were collected and subjected to initial analysis, including semen parameters, following the protocol provided by the World Health Organization (WHO). The levels of total antioxidant capacity (TAC) and malondialdehyde (MDA) were measured using an ELISA kit. RESULTS The expression levels of miR-149b and miR-34c were significantly downregulated in men with oligoasthenoteratozoospermia compared to age-matched normozoospermic men, as determined by RT-qPCR (P=0.001, and P=0.003 respectively). Correlation analysis revealed a positive correlation between the expression levels of mmiR-149b and miR-34c and various sperm parameters, including sperm count, motility, morphology, viability, sperm mitochondrial membrane potential, sperm capacity, and TAC. Additionally, an inverse correlation was observed between the expression levels of miR-149b, miR-34c, DNA fragmentation, and MDA levels. CONCLUSION The findings of this study indicate that the decreased expression of miR-149b and miR-34c is associated with oligoasthenoteratozoospermia, potentially affecting fundamental semen parameters. These results provide a basis for future research aimed at exploring potential therapeutic interventions for male infertility.
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Affiliation(s)
- Fatemeh Dujaili
- Biological Faculty, Islamic Azad University of Qom, Qom, Iran
| | | | - Rahil Jannatifar
- Department of Reproductive Biology, Academic Center for Education, Culture and Research, Qom Branch, Qom, Iran.
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5
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Su T, Trang N, Zhu J, Kong L, Cheung D, Chou V, Ellis L, Huang C, Camden N, McHugh CA. GRAS1 non-coding RNA protects against DNA damage and cell death by binding and stabilizing NKAP. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.06.20.545783. [PMID: 38645172 PMCID: PMC11030241 DOI: 10.1101/2023.06.20.545783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Non-coding RNA (ncRNA) gene products are involved in diverse biological processes including splicing, epigenetic regulation, gene expression, proliferation, and metabolism. The biological mechanisms by which ncRNAs contribute to cell survival remain poorly understood. We found that the Growth Regulator Antisense 1 (GRAS1) long non-coding RNA (lncRNA) transcript promotes growth in multiple human cell types by protecting against DNA damage. Knockdown of GRAS1 induced DNA damage and cell death, along with significant expression changes in DNA damage response, intrinsic apoptotic signaling, and cellular response to environmental stimulus genes. Extensive DNA damage occurred after GRAS1 knockdown, with numerous double strand breaks occurring in each cell. The number of cells undergoing apoptosis and with fragmented nuclei increased significantly after GRAS1 knockdown. We used RNA antisense purification and mass spectrometry (RAP-MS) to identify the NF-κB activating protein (NKAP) as a direct protein interaction partner of GRAS1 lncRNA. NKAP protein was degraded after GRAS1 knockdown, in a proteasome-dependent manner. Overexpression of GRAS1 or NKAP mitigated the DNA damage effects of GRAS1 knockdown. In summary, GRAS1 and NKAP directly interact to protect against DNA damage and cell death in multiple human cell lines.
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Affiliation(s)
| | | | - Jonathan Zhu
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
| | - Lingbo Kong
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
| | - Darin Cheung
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
| | - Vita Chou
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
| | - Lauren Ellis
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
| | - Calvin Huang
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
| | - Nichelle Camden
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
| | - Colleen A. McHugh
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093
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6
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Silva R, Glennon K, Metoudi M, Moran B, Salta S, Slattery K, Treacy A, Martin T, Shaw J, Doran P, Lynch L, Jeronimo C, Perry AS, Brennan DJ. Unveiling the epigenomic mechanisms of acquired platinum-resistance in high-grade serous ovarian cancer. Int J Cancer 2023; 153:120-132. [PMID: 36883413 DOI: 10.1002/ijc.34496] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 01/19/2023] [Accepted: 02/17/2023] [Indexed: 03/09/2023]
Abstract
Resistance to platinum-based chemotherapy is the major cause of death from high-grade serous ovarian cancer (HGSOC). We hypothesise that detection of specific DNA methylation changes may predict platinum resistance in HGSOC. Using a publicly available "discovery" dataset we examined epigenomic and transcriptomic alterations between primary platinum-sensitive (n = 32) and recurrent acquired drug resistant HGSOC (n = 28) and identified several genes involved in immune and chemoresistance-related pathways. Validation via high-resolution melt analysis of these findings, in cell lines and HGSOC tumours, demonstrated the most consistent changes were observed in three of the genes: APOBEC3A, NKAPL and PDCD1. Plasma samples from an independent HGSOC cohort (n = 17) were analysed using droplet digital PCR. Hypermethylation of NKAPL was detected in 46% and hypomethylation of APOBEC3A in 69% of plasma samples taken from women with relapsed HGSOC (n = 13), with no alterations identified in disease-free patients (n = 4). Following these results, and using a CRISPR-Cas9 approach, we were also able to demonstrate that in vitro NKAPL promoter demethylation increased platinum sensitivity by 15%. Overall, this study demonstrates the importance of aberrant methylation, especially of the NKAPL gene, in acquired platinum resistance in HGSOC.
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Affiliation(s)
- Romina Silva
- Cancer Biology and Therapeutics Laboratory, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Kate Glennon
- UCD Gynaecological Oncology Group, UCD School of Medicine Mater Misericordiae University Hospital, Dublin, Ireland
| | - Michael Metoudi
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
| | - Bruce Moran
- Department of Pathology, St Vincent's University Hospital, Dublin, Ireland
| | - Sofia Salta
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto /Porto Comprehensive Cancer Centre (Porto.CCC), Porto, Portugal
| | - Karen Slattery
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Ann Treacy
- Department of Pathology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Terri Martin
- Clinical Research Centre, UCD School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Jacqui Shaw
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - Peter Doran
- Clinical Research Centre, UCD School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Lydia Lynch
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Trinity Biomedical Science Institute, Trinity College Dublin, Dublin, Ireland
| | - Carmen Jeronimo
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto /Porto Comprehensive Cancer Centre (Porto.CCC), Porto, Portugal
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Porto, Portugal
| | - Antoinette S Perry
- Cancer Biology and Therapeutics Laboratory, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Donal J Brennan
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
- UCD Gynaecological Oncology Group, UCD School of Medicine Mater Misericordiae University Hospital, Dublin, Ireland
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7
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Lee C, Lin J, Prokop A, Gopalakrishnan V, Hanna RN, Papa E, Freeman A, Patel S, Yu W, Huhn M, Sheikh AS, Tan K, Sellman BR, Cohen T, Mangion J, Khan FM, Gusev Y, Shameer K. StarGazer: A Hybrid Intelligence Platform for Drug Target Prioritization and Digital Drug Repositioning Using Streamlit. Front Genet 2022; 13:868015. [PMID: 35711912 PMCID: PMC9197487 DOI: 10.3389/fgene.2022.868015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/29/2022] [Indexed: 01/26/2023] Open
Abstract
Target prioritization is essential for drug discovery and repositioning. Applying computational methods to analyze and process multi-omics data to find new drug targets is a practical approach for achieving this. Despite an increasing number of methods for generating datasets such as genomics, phenomics, and proteomics, attempts to integrate and mine such datasets remain limited in scope. Developing hybrid intelligence solutions that combine human intelligence in the scientific domain and disease biology with the ability to mine multiple databases simultaneously may help augment drug target discovery and identify novel drug-indication associations. We believe that integrating different data sources using a singular numerical scoring system in a hybrid intelligent framework could help to bridge these different omics layers and facilitate rapid drug target prioritization for studies in drug discovery, development or repositioning. Herein, we describe our prototype of the StarGazer pipeline which combines multi-source, multi-omics data with a novel target prioritization scoring system in an interactive Python-based Streamlit dashboard. StarGazer displays target prioritization scores for genes associated with 1844 phenotypic traits, and is available via https://github.com/AstraZeneca/StarGazer.
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Affiliation(s)
- Chiyun Lee
- Data Science and Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
| | - Junxia Lin
- Georgetown University, Washington, DC, United States
| | | | | | - Richard N. Hanna
- Early Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, United States
| | - Eliseo Papa
- Research Data and Analytics, R&D IT, AstraZeneca, Cambridge, United Kingdom
| | - Adrian Freeman
- Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
| | - Saleha Patel
- Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
| | - Wen Yu
- Data Science and Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, United States
| | - Monika Huhn
- Biometrics and Information Sciences, BioPharmaceuticals R&D, AstraZeneca, Mölndal, Sweden
| | - Abdul-Saboor Sheikh
- Data Science and Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
| | - Keith Tan
- Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
| | - Bret R. Sellman
- Discovery Microbiome, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, United States
| | - Taylor Cohen
- Discovery Microbiome, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, United States
| | - Jonathan Mangion
- Data Science and Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
| | - Faisal M. Khan
- Data Science and Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, United States
| | - Yuriy Gusev
- Georgetown University, Washington, DC, United States
| | - Khader Shameer
- Data Science and Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, United States,*Correspondence: Khader Shameer,
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8
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Lustofin S, Kaminska A, Brzoskwinia M, Pardyak L, Pawlicki P, Szpregiel I, Bilinska B, Hejmej A. Follicle-stimulating hormone regulates Notch signalling in the seminiferous epithelium of continuously and seasonally breeding rodents. Reprod Fertil Dev 2022; 34:560-575. [PMID: 35143740 DOI: 10.1071/rd21237] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 01/17/2022] [Indexed: 12/15/2022] Open
Abstract
CONTEXT Juxtacrine (contact-dependent) communication between the cells of seminiferous epithelium mediated by Notch signalling is of importance for the proper course of spermatogenesis in mammals. AIMS The present study was designed to evaluate the role of follicle-stimulating hormone (FSH) in the regulation of Notch signalling in rodent seminiferous epithelium. METHODS We explored the effects (1) of pharmacological inhibition of the hypothalamus-pituitary-gonadal (HPG) axis and FSH replacement in pubertal rats, and (2) of photoinhibition of HPG axis followed by FSH substitution in seasonally breeding rodents, bank voles, on Notch pathway activity. Experiments on isolated rat Sertoli cells exposed to FSH were also performed. Gene and protein expressions of Notch pathway components were analysed using RT-qPCR, western blot and immunohistochemistry/immunofluorescence. KEY RESULTS Distribution patterns of Notch pathway proteins in bank vole and rat seminiferous epithelium were comparable; however, levels of activated Notch1 and Notch3, hairy/enhancer of split 1 (HES1) and hairy/enhancer of split-related with YRPW motif 1 (HEY1) in bank voles were dependent on the length of the photoperiod. In response to FSH similar changes in these proteins were found in both species, indicating that FSH is a negative regulator of Notch pathway activity in seminiferous epithelium. CONCLUSIONS Our results support a common mechanism of FSH action on Notch pathway during onset and recrudescence of spermatogenesis in rodents. IMPLICATIONS Interaction between FSH signalling and Notch pathway in Sertoli cells may be involved in spermatogenic activity changes of the testes occurring during puberty or photoperiod shift in continuously and seasonally breeding rodents, respectively.
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Affiliation(s)
- Sylwia Lustofin
- Department of Endocrinology, Faculty of Biology, Institute of Zoology and Biomedical Research, Jagiellonian University in Krakow, 30-387 Krakow, Poland
| | - Alicja Kaminska
- Department of Endocrinology, Faculty of Biology, Institute of Zoology and Biomedical Research, Jagiellonian University in Krakow, 30-387 Krakow, Poland
| | - Malgorzata Brzoskwinia
- Department of Endocrinology, Faculty of Biology, Institute of Zoology and Biomedical Research, Jagiellonian University in Krakow, 30-387 Krakow, Poland
| | - Laura Pardyak
- Center of Experimental and Innovative Medicine, University of Agriculture in Krakow, 30-248 Krakow, Poland
| | - Piotr Pawlicki
- Center of Experimental and Innovative Medicine, University of Agriculture in Krakow, 30-248 Krakow, Poland
| | - Izabela Szpregiel
- Department of Animal Physiology and Endocrinology, Faculty of Animal Science, University of Agriculture in Krakow, 30-059 Krakow, Poland
| | - Barbara Bilinska
- Department of Endocrinology, Faculty of Biology, Institute of Zoology and Biomedical Research, Jagiellonian University in Krakow, 30-387 Krakow, Poland
| | - Anna Hejmej
- Department of Endocrinology, Faculty of Biology, Institute of Zoology and Biomedical Research, Jagiellonian University in Krakow, 30-387 Krakow, Poland
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9
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Lustofin S, Kamińska A, Brzoskwinia M, Cyran J, Kotula-Balak M, Bilińska B, Hejmej A. Nuclear and Membrane Receptors for Sex Steroids Are Involved in the Regulation of Delta/Serrate/LAG-2 Proteins in Rodent Sertoli Cells. Int J Mol Sci 2022; 23:ijms23042284. [PMID: 35216398 PMCID: PMC8876387 DOI: 10.3390/ijms23042284] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 02/14/2022] [Accepted: 02/15/2022] [Indexed: 02/01/2023] Open
Abstract
Delta/Serrate/LAG-2 (DSL) proteins, which serve as ligands for Notch receptors, mediate direct cell–cell interactions involved in the determination of cell fate and functioning. The present study aimed to explore the role of androgens and estrogens, and their receptors in the regulation of DSL proteins in Sertoli cells. To this end, primary rat Sertoli cells and TM4 Sertoli cell line were treated with either testosterone or 17β-estradiol and antagonists of their receptors. To confirm the role of particular receptors, knockdown experiments were performed. mRNA and protein expressions of Jagged1 (JAG1), Delta-like1 (DLL1), and Delta-like4 (DLL4) were analyzed using RT-qPCR, Western blot, and immunofluorescence. Testosterone caused downregulation of JAG1 and DLL1 expression, acting through membrane androgen receptor ZRT- and Irt-like protein 9 (ZIP9) or nuclear androgen receptor (AR), respectively. DLL4 was stimulated by testosterone in the manner independent of AR and ZIP9 in Sertoli cells. The expression of all studied DSL proteins was upregulated by 17β-estradiol. Estrogen action on JAG1 and DLL1 was mediated chiefly via estrogen receptor α (ERα), while DLL4 was controlled via estrogen receptor β (ERβ) and membrane G-protein-coupled estrogen receptor (GPER). To summarize, the co-operation of nuclear and membrane receptors for sex steroids controls DSL proteins in Sertoli cells, contributing to balanced Notch signaling activity in seminiferous epithelium.
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Affiliation(s)
- Sylwia Lustofin
- Department of EndocrinologyInstitute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University in Krakow, 30-387 Krakow, Poland; (S.L.); (A.K.); (M.B.); (J.C.); (B.B.)
| | - Alicja Kamińska
- Department of EndocrinologyInstitute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University in Krakow, 30-387 Krakow, Poland; (S.L.); (A.K.); (M.B.); (J.C.); (B.B.)
| | - Małgorzata Brzoskwinia
- Department of EndocrinologyInstitute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University in Krakow, 30-387 Krakow, Poland; (S.L.); (A.K.); (M.B.); (J.C.); (B.B.)
| | - Joanna Cyran
- Department of EndocrinologyInstitute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University in Krakow, 30-387 Krakow, Poland; (S.L.); (A.K.); (M.B.); (J.C.); (B.B.)
| | - Małgorzata Kotula-Balak
- Department of Anatomy and Preclinical Sciences, University Centre of Veterinary Medicine JU-UA, University of Agriculture in Krakow, 30-059 Krakow, Poland;
| | - Barbara Bilińska
- Department of EndocrinologyInstitute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University in Krakow, 30-387 Krakow, Poland; (S.L.); (A.K.); (M.B.); (J.C.); (B.B.)
| | - Anna Hejmej
- Department of EndocrinologyInstitute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University in Krakow, 30-387 Krakow, Poland; (S.L.); (A.K.); (M.B.); (J.C.); (B.B.)
- Correspondence:
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10
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Yang S, Chen K, Cao K, Xu S, Ma C, Cai Y, Hu Y, Zhou Y. miR-182-5p Inhibits NKAPL Expression and Promotes the Proliferation of Osteosarcoma. BIOTECHNOL BIOPROC E 2021. [DOI: 10.1007/s12257-021-0019-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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11
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Bozack AK, Colicino E, Just AC, Wright RO, Baccarelli AA, Wright RJ, Lee AG. Associations between infant sex and DNA methylation across umbilical cord blood, artery, and placenta samples. Epigenetics 2021; 17:1080-1097. [PMID: 34569420 PMCID: PMC9542631 DOI: 10.1080/15592294.2021.1985300] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
DNA methylation (DNAm) is vulnerable to dysregulation by environmental exposures during epigenetic reprogramming that occurs in embryogenesis. Sexual dimorphism in environmentally induced DNAm dysregulation has been identified and therefore it is important to understand sex-specific DNAm patterns. DNAm at several autosomal sites has been consistently associated with sex in cord blood and placental foetal tissues. However, there is limited research comparing sex-specific DNAm across tissues, particularly differentially methylated regions (DMRs). This study leverages DNAm data measured using the Illumina HumanMethylation450 BeadChip in cord blood (N = 179), placenta (N = 229), and umbilical artery samples (N = 229) in the PRogramming of Intergenerational Stress Mechanisms (PRISM) cohort to identify autosomal DMRs and differentially methylated positions (DMPs). A replication analyses was conducted in an independent cohort (GEO Accession GSE129841). We identified 183, 257, and 419 DMRs and 2119, 2281, and 3405 DMPs (pBonferroni < 0.05) in cord blood, placenta, and artery samples, respectively. Thirty-nine DMRs overlapped in all three tissues, overlapping with genes involved in spermatogenesis (NKAPL, PIWIL2 and AURKC) and X-inactivation (LRIF1). In replication analysis, 85% of DMRs overlapped with those identified in PRISM. Overall, DMRs and DMPs had higher methylation levels among females in cord blood and artery samples, but higher methylation levels among males in placenta samples. Further research is necessary to understand biological mechanisms that contribute to differences in sex-specific DNAm signatures across tissues, as well as to determine if sexual dimorphism in the epigenome impacts response to environmental stressors.
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Affiliation(s)
- Anne K Bozack
- Division of Pulmonary Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Elena Colicino
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Allan C Just
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert O Wright
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Andrea A Baccarelli
- Departments of Environmental Health Sciences and Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Rosalind J Wright
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alison G Lee
- Division of Pulmonary Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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12
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Fukuda E, Tanaka H, Yamaguchi K, Takasaka M, Kawamura Y, Okuda H, Isotani A, Ikawa M, Shapiro VS, Tsuchida J, Okada Y, Tsujimura A, Miyagawa Y, Fukuhara S, Kawakami Y, Wada M, Nishimune Y, Goshima N. Identification and characterization of the antigen recognized by the germ cell mAb TRA98 using a human comprehensive wet protein array. Genes Cells 2021; 26:180-189. [PMID: 33527666 DOI: 10.1111/gtc.12832] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 01/20/2021] [Accepted: 01/20/2021] [Indexed: 11/28/2022]
Abstract
TRA98 is a rat monoclonal antibody (mAb) which recognizes a specific antigen in the nuclei of germ cells. mAb TRA98 has been used to understand the mechanism of germ cell development and differentiation in many studies. In mice, the antigen recognized by mAb TRA98 or GCNA1 has been reported to be a GCNA gene product, but despite the demonstration of the immunoreactivity of this mAb in human testis and sperm in 1997, the antigen in humans remains unknown, as of date. To identify the human antigen recognized by mAb TRA98, a human comprehensive wet protein array was developed containing 19,446 proteins derived from human cDNAs. Using this array, it was found that the antigen of mAb TRA98 is not a GCNA gene product, but nuclear factor-κB activating protein (NKAP). In mice, mAb TRA98 recognized both the GCNA gene product and NKAP. Furthermore, conditional knockout of Nkap in mice revealed a phenotype of Sertoli cell-only syndrome. Although NKAP is a ubiquitously expressed protein, NKAP recognized by mAb TRA98 in mouse testis was SUMOylated. These results suggest that NKAP undergoes modifications, such as SUMOylation in the testis, and plays an important role in spermatogenesis.
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Affiliation(s)
- Eriko Fukuda
- The National Institute of Advanced Industrial Science and Technology (AIST), Tokyo, Japan
| | - Hiromitsu Tanaka
- Molecular Biology Division, Faculty of Pharmaceutical Sciences, Nagasaki International University, Nagasaki, Japan
| | - Kei Yamaguchi
- The National Institute of Advanced Industrial Science and Technology (AIST), Tokyo, Japan
| | - Mieko Takasaka
- Japan Biological Informatics Consortium (JBIC), Tokyo, Japan
| | | | - Hidenobu Okuda
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Ayako Isotani
- Department of Experimental Genome Research, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Masahito Ikawa
- Department of Experimental Genome Research, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | | | - Junji Tsuchida
- Department of Science for Laboratory Animal Experimentation, Research Institute for Microbial Disease, Osaka University, Osaka, Japan
| | - Yuki Okada
- Laboratory of Pathology and Development, Institute of Molecular and Cellular Biosciences, University of Tokyo, Tokyo, Japan
| | - Akira Tsujimura
- Department of Urology, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Yasushi Miyagawa
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Shinichiro Fukuhara
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yoshitaka Kawakami
- The National Institute of Advanced Industrial Science and Technology (AIST), Tokyo, Japan
| | - Morimasa Wada
- Molecular Biology Division, Faculty of Pharmaceutical Sciences, Nagasaki International University, Nagasaki, Japan
| | - Yoshitake Nishimune
- Department of Science for Laboratory Animal Experimentation, Research Institute for Microbial Disease, Osaka University, Osaka, Japan
| | - Naoki Goshima
- The National Institute of Advanced Industrial Science and Technology (AIST), Tokyo, Japan.,Department of Human Sciences, Faculty of Human Sciences, Musasino University, Tokyo, Japan
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Tanaka H, Tsujimura A. Pervasiveness of intronless genes expressed in haploid germ cell differentiation. Reprod Med Biol 2021; 20:255-259. [PMID: 34262392 PMCID: PMC8254168 DOI: 10.1002/rmb2.12385] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 03/25/2021] [Accepted: 03/28/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND cDNA libraries derived from the brain and testis contain genes that encode almost all proteins. The brain is composed of various differentiated cells, and the testis also contains various differentiated cells, such as germ cells, and somatic cells that support germ cell differentiation, such as Sertoli and Leydig cells. Many genes appear to be expressed due to tissue complexity. METHODS The Genome Project has sequenced the entire genomes of humans and mice. Recent research using new gene analysis technologies has found that many genes are expressed specifically in male germ cells. MAIN FINDINGS RESULTS Functional intronless genes are significantly enriched in haploid germ cell-specific genes. CONCLUSION Functional intronless genes associated with fertility are more likely to be inherited in haploid germ cells than in somatic cells.
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Affiliation(s)
- Hiromitsu Tanaka
- Lab. of Molecular BiologyFaculty of Pharmaceutical SciencesNagasaki International UniversitySaseboJapan
| | - Akira Tsujimura
- Department of UrologyJuntendo University HospitalUrayasuJapan
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MicroRNA expression profiles in the seminal plasma of nonobstructive azoospermia patients with different histopathologic patterns. Fertil Steril 2021; 115:1197-1211. [PMID: 33602558 DOI: 10.1016/j.fertnstert.2020.11.020] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 10/12/2020] [Accepted: 11/10/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To investigate microRNA (miRNA) expression profiles in the seminal plasma of nonobstructive azoospermia (NOA) patients with different histopathologic patterns and evaluate potential noninvasive diagnostic biomarkers of NOA. DESIGN Sequencing and validation using quantitative reverse transcription polymerase chain reaction (qRT-PCR). SETTING Reproductive center and research institute. PATIENT(S) Thirteen patients with NOA (7 Sertoli cell-only syndrome [SCOS] and 6 hypospermatogenesis to spermatogenesis arrest [SA]) and 7 normal fertile controls for sequencing, six samples per group for validation; 54 patients with NOA (27 SCOS and 27 SA) and 19 normal fertile controls for large-sample qRT-PCR analysis. INTERVENTION(S) None. MAIN OUTCOME MEASURE(S) MicroRNA expression profiles in the seminal plasma of patients with NOA with different histopathologic patterns were assessed using high-throughput sequencing and validated using qRT-PCR. RESULT(S) There were 78 overexpressed and 132 underexpressed miRNAs in patients with SCOS and 32 up-regulated and 90 down-regulated miRNAs in patients with SA compared with fertile men with normozoospermia. Two down-regulated and one up-regulated miRNA were validated using qRT-PCR, which indicated that the qRT-PCR and sequencing results were basically consistent. Hsa-miR-34c-5p expression was significantly lower in the seminal plasma of patients with NOA than normal fertile controls. The area under the receiver operating characteristic curve(AUC) for hsa-miR-34c-5p was 0.979 and 0.987 in the seminal plasma of patients with SA and patients with SCOS, respectively, compared with normal fertile controls. The AUC was 0.799 for hsa-miR-34c-5p in the seminal plasma between patients with SA and patients with SCOS. Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis of differentially expressed miRNA target genes revealed that the Notch signaling pathway was one of the most abundant signaling pathways. The expression of Hes5, an effector of the Notch signaling pathway, was significantly higher in the seminal plasma of patients with NOA than normal fertile controls. CONCLUSION(S) MicroRNA expression profiles in seminal plasma were altered in patients with NOA compared with normal fertile controls. The profiles differed in patients with NOA with different pathologic patterns. We speculate that miR-34c-5p in seminal plasma could be a potential noninvasive biomarker to diagnose patients with NOA and distinguish different pathologic types of NOA. The Notch signaling pathway may be involved in the pathogenesis of NOA.
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15
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Pandey A, Yadav SK, Vishvkarma R, Singh B, Maikhuri JP, Rajender S, Gupta G. The dynamics of gene expression during and post meiosis sets the sperm agenda. Mol Reprod Dev 2019; 86:1921-1939. [DOI: 10.1002/mrd.23278] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Accepted: 09/16/2019] [Indexed: 12/14/2022]
Affiliation(s)
- Aastha Pandey
- Division of EndocrinologyCSIR‐Central Drug Research Institute Lucknow India
| | | | - Rahul Vishvkarma
- Division of EndocrinologyCSIR‐Central Drug Research Institute Lucknow India
| | - Bineta Singh
- Division of EndocrinologyCSIR‐Central Drug Research Institute Lucknow India
| | | | - Singh Rajender
- Division of EndocrinologyCSIR‐Central Drug Research Institute Lucknow India
| | - Gopal Gupta
- Division of EndocrinologyCSIR‐Central Drug Research Institute Lucknow India
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16
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Perdomo-Sabogal Á, Nowick K. Genetic Variation in Human Gene Regulatory Factors Uncovers Regulatory Roles in Local Adaptation and Disease. Genome Biol Evol 2019; 11:2178-2193. [PMID: 31228201 PMCID: PMC6685493 DOI: 10.1093/gbe/evz131] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/18/2019] [Indexed: 01/13/2023] Open
Abstract
Differences in gene regulation have been suggested to play essential roles in the evolution of phenotypic changes. Although DNA changes in cis-regulatory elements affect only the regulation of its corresponding gene, variations in gene regulatory factors (trans) can have a broader effect, because the expression of many target genes might be affected. Aiming to better understand how natural selection may have shaped the diversity of gene regulatory factors in human, we assembled a catalog of all proteins involved in controlling gene expression. We found that at least five DNA-binding transcription factor classes are enriched among genes located in candidate regions for selection, suggesting that they might be relevant for understanding regulatory mechanisms involved in human local adaptation. The class of KRAB-ZNFs, zinc-finger (ZNF) genes with a Krüppel-associated box, stands out by first, having the most genes located on candidate regions for positive selection. Second, displaying most nonsynonymous single nucleotide polymorphisms (SNPs) with high genetic differentiation between populations within these regions. Third, having 27 KRAB-ZNF gene clusters with high extended haplotype homozygosity. Our further characterization of nonsynonymous SNPs in ZNF genes located within candidate regions for selection, suggests regulatory modifications that might influence the expression of target genes at population level. Our detailed investigation of three candidate regions revealed possible explanations for how SNPs may influence the prevalence of schizophrenia, eye development, and fertility in humans, among other phenotypes. The genetic variation we characterized here may be responsible for subtle to rough regulatory changes that could be important for understanding human adaptation.
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Affiliation(s)
- Álvaro Perdomo-Sabogal
- Human Biology Group, Department of Biology, Chemistry and Pharmacy, Institute for Zoology, Freie Universität Berlin, Germany
| | - Katja Nowick
- Human Biology Group, Department of Biology, Chemistry and Pharmacy, Institute for Zoology, Freie Universität Berlin, Germany
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17
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Prata DP, Costa-Neves B, Cosme G, Vassos E. Unravelling the genetic basis of schizophrenia and bipolar disorder with GWAS: A systematic review. J Psychiatr Res 2019; 114:178-207. [PMID: 31096178 DOI: 10.1016/j.jpsychires.2019.04.007] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Revised: 04/08/2019] [Accepted: 04/10/2019] [Indexed: 01/02/2023]
Abstract
OBJECTIVES To systematically review findings of GWAS in schizophrenia (SZ) and in bipolar disorder (BD); and to interpret findings, with a focus on identifying independent replications. METHOD PubMed search, selection and review of all independent GWAS in SZ or BD, published since March 2011, i.e. studies using non-overlapping samples within each article, between articles, and with those of the previous review (Li et al., 2012). RESULTS From the 22 GWAS included in this review, the genetic associations surviving standard GWAS-significance were for genetic markers in the regions of ACSL3/KCNE4, ADCY2, AMBRA1, ANK3, BRP44, DTL, FBLN1, HHAT, INTS7, LOC392301, LOC645434/NMBR, LOC729457, LRRFIP1, LSM1, MDM1, MHC, MIR2113/POU3F2, NDST3, NKAPL, ODZ4, PGBD1, RENBP, TRANK1, TSPAN18, TWIST2, UGT1A1/HJURP, WHSC1L1/FGFR1 and ZKSCAN4. All genes implicated across both reviews are discussed in terms of their function and implication in neuropsychiatry. CONCLUSION Taking all GWAS to date into account, AMBRA1, ANK3, ARNTL, CDH13, EFHD1 (albeit with different alleles), MHC, PLXNA2 and UGT1A1 have been implicated in either disorder in at least two reportedly non-overlapping samples. Additionally, evidence for a SZ/BD common genetic basis is most strongly supported by the implication of ANK3, NDST3, and PLXNA2.
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Affiliation(s)
- Diana P Prata
- Instituto de Biofísica e Engenharia Biomédica, Faculdade de Ciências, Universidade de Lisboa, Portugal; Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, 16 De Crespigny Park, SE5 8AF, UK; Instituto Universitário de Lisboa (ISCTE-IUL), Centro de Investigação e Intervenção Social, Lisboa, Portugal.
| | - Bernardo Costa-Neves
- Lisbon Medical School, University of Lisbon, Av. Professor Egas Moniz, 1649-028, Lisbon, Portugal; Centro Hospitalar Psiquiátrico de Lisboa, Av. do Brasil, 53 1749-002, Lisbon, Portugal
| | - Gonçalo Cosme
- Instituto de Biofísica e Engenharia Biomédica, Faculdade de Ciências, Universidade de Lisboa, Portugal
| | - Evangelos Vassos
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, 16 De Crespigny Park, SE5 8AF, UK
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18
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Ng PKS, Lau CPY, Lam EKY, Li SSK, Lui VWY, Yeo W, Ng YK, Lai PBS, Tsui SKW. Hypermethylation of NF-κB-Activating Protein-Like (NKAPL) Promoter in Hepatocellular Carcinoma Suppresses Its Expression and Predicts a Poor Prognosis. Dig Dis Sci 2018; 63:676-686. [PMID: 29353445 DOI: 10.1007/s10620-018-4929-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Accepted: 01/11/2018] [Indexed: 12/26/2022]
Abstract
BACKGROUND AND AIM Hepatocellular carcinoma (HCC) is a complicated disease with low survival rate partially due to frequent recurrence and no efficient therapy. Promoter hypermethylation of tumor suppressor genes has been demonstrated as one of the molecular mechanisms contributing to tumorigenesis and progression in HCC. This study aims to investigate regulation of NKAPL expression by promoter methylation and its clinical relevance as a biomarker for HCC. METHODS We measured mRNA expression of NKAPL in 5 HCC cell lines and a cohort of 62 pairs of primary HCC tumor and their adjacent non-cancer liver tissues. NKAPL protein expression on HCC cell lines and clinical samples was assessed by Western blot and immunohistochemistry, respectively. Association analyses between NKAPL expression and clinicopathologic characteristics in the cohort were conducted. Methylation statuses of NKAPL promoter in 18 pairs of tumor and adjacent non-tumor HCC samples were studied using methylation-specific PCR. Biological functions of NKAPL in HCC were investigated by ectopic expression of NKAPL in HCC cells, and cell viability and cell cycle analyses were performed. RESULTS Our present study showed suppressed expression and promoter hypermethylation are common events in HCC. Demethylation experiment in HCC cells demonstrated that the NKAPL expression was regulated by promoter methylation. In addition, high methylation level of NKAPL and its low expression predict poor outcome. Furthermore, ectopic expression of NKAPL in the HCC cells inhibited cell growth. CONCLUSIONS Our findings suggest that methylation of NKAPL is a frequent event and is a potential prognosis biomarker in HCC.
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Affiliation(s)
- Patrick Kwok Shing Ng
- School of Biomedical Sciences, The Chinese University of Hong Kong, Room 524, Lo Kwee-Seong Integrated Biomedical Sciences Building, Area 39, Hong Kong, China
- Institute of Personalized Cancer Therapy, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Carol Po Ying Lau
- School of Biomedical Sciences, The Chinese University of Hong Kong, Room 524, Lo Kwee-Seong Integrated Biomedical Sciences Building, Area 39, Hong Kong, China
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China
| | - Emily Kai Yee Lam
- Department of Clinical Oncology, The Chinese University of Hong Kong, Hong Kong, China
| | - Sheila Sai Kam Li
- School of Biomedical Sciences, The Chinese University of Hong Kong, Room 524, Lo Kwee-Seong Integrated Biomedical Sciences Building, Area 39, Hong Kong, China
| | - Vivian Wai Yan Lui
- School of Biomedical Sciences, The Chinese University of Hong Kong, Room 524, Lo Kwee-Seong Integrated Biomedical Sciences Building, Area 39, Hong Kong, China
| | - Winnie Yeo
- Department of Clinical Oncology, The Chinese University of Hong Kong, Hong Kong, China
| | - Yuen Keng Ng
- School of Biomedical Sciences, The Chinese University of Hong Kong, Room 524, Lo Kwee-Seong Integrated Biomedical Sciences Building, Area 39, Hong Kong, China
| | - Paul Bo San Lai
- Department of Surgery, The Chinese University of Hong Kong, Hong Kong, China
| | - Stephen Kwok Wing Tsui
- School of Biomedical Sciences, The Chinese University of Hong Kong, Room 524, Lo Kwee-Seong Integrated Biomedical Sciences Building, Area 39, Hong Kong, China.
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19
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Weng B, Ran M, Chen B, He C, Dong L, Peng F. Genome-wide analysis of long non-coding RNAs and their role in postnatal porcine testis development. Genomics 2017; 109:446-456. [PMID: 28746831 DOI: 10.1016/j.ygeno.2017.07.001] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 07/16/2017] [Accepted: 07/17/2017] [Indexed: 12/21/2022]
Abstract
A comprehensive and systematic understanding of the roles of lncRNAs in the postnatal development of the pig testis has still not been achieved. In the present study, we obtained more than one billion clean reads and identified 15,528 lncRNA transcripts; these transcripts included 5032 known and 10,496 novel porcine lncRNA transcripts and corresponded to 10,041 lncRNA genes. Pairwise comparisons identified 449 known and 324 novel lncRNAs that showed differential expression patterns. GO and KEGG pathway enrichment analyses revealed that the targeted genes were involved in metabolic pathways regulating testis development and spermatogenesis, such as the TGF-beta pathway, the PI3K-Akt pathway, the Wnt/β-catenin pathway, and the AMPK pathway. Using this information, we predicted some lncRNAs and coding gene pairs were predicted that may function in testis development and spermatogenesis; these are listed in detail. This study has provided the most comprehensive catalog to date of lncRNAs in the postnatal pig testis and will aid our understanding of their functional roles in testis development and spermatogenesis.
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Affiliation(s)
- Bo Weng
- College of Animal Science and Technology, Hunan Agriculture University, Hunan, Changsha 410128, China; Hunan Provincial Key Laboratory for Genetic Improvement of Domestic Animal, Changsha 410128, China
| | - Maoliang Ran
- College of Animal Science and Technology, Hunan Agriculture University, Hunan, Changsha 410128, China; Hunan Provincial Key Laboratory for Genetic Improvement of Domestic Animal, Changsha 410128, China
| | - Bin Chen
- College of Animal Science and Technology, Hunan Agriculture University, Hunan, Changsha 410128, China; Hunan Provincial Key Laboratory for Genetic Improvement of Domestic Animal, Changsha 410128, China.
| | - Changqing He
- College of Animal Science and Technology, Hunan Agriculture University, Hunan, Changsha 410128, China; Hunan Provincial Key Laboratory for Genetic Improvement of Domestic Animal, Changsha 410128, China
| | - Lianhua Dong
- College of Animal Science and Technology, Hunan Agriculture University, Hunan, Changsha 410128, China; Hunan Provincial Key Laboratory for Genetic Improvement of Domestic Animal, Changsha 410128, China
| | - Fuzhi Peng
- College of Animal Science and Technology, Hunan Agriculture University, Hunan, Changsha 410128, China; Hunan Provincial Key Laboratory for Genetic Improvement of Domestic Animal, Changsha 410128, China
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20
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Gholami M, Ahmadi SAY, Abaszadeh A, Khaki A. Protective effects of melatonin and ghrelin on spermatogenesis: A narrative review of the literature. Int J Reprod Biomed 2017. [DOI: 10.29252/ijrm.15.5.265] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
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21
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Protective effects of melatonin and ghrelin on spermatogenesis: A narrative review of the literature. Int J Reprod Biomed 2017; 15:265-272. [PMID: 28744521 PMCID: PMC5510579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Spermatocytogenesis starts from lumens of seminiferous cords and after migration to the basal membrane ends to the lumens again. We attempt to review the protective effects of melatonin and ghrelin on Spermatocytogenesis and in particular on spermatogonial stem cells, as two rather newly-discovered hormones. Testicular freezing prior to chemotherapy and radiotherapy is one of the ways of preserving fertility in children with cancer. The freezing has two methods of slow-freezing (cryopreservation) and rapid-freezing (vitrification). Administration of melatonin can maintain the quality of the germ cells underwent such processes, as well as ghrelin, can protect germ cells from the toxicities secondary to ischemic injuries, and pathologic apoptosis. This review indicates that in vitro or in vivo administration of melatonin or ghrelin, could be effective to preserve fertilization and also they can be used in assisted reproductive technologies to improve the quality of sperms. Future original studies should be propelled toward human studies, of course with observing the ethics.
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Okada R, Fujimagari M, Koya E, Hirose Y, Sato T, Nishina Y. Expression Profile of NOTCH3 in Mouse Spermatogonia. Cells Tissues Organs 2017; 204:283-292. [PMID: 29161703 DOI: 10.1159/000481772] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/25/2017] [Indexed: 12/17/2022] Open
Abstract
Stable and sustainable spermatogenesis is supported by the strict regulation of self-renewal and differentiation of spermatogonial stem cells (SSC), which are a rare population of undifferentiated spermatogonia. It has been revealed that some signaling factors regulate the self-renewal of SSC; however, the molecular mechanism of SSC maintenance is still not completely understood. Notch signaling is an evolutionarily conserved juxtacrine signaling that plays important roles in the cell fate determination of various tissue stem cells. Recently, analyses of loss- and gain-of-function suggested that Notch signaling was necessary for normal spermatogenesis. However, the expression of Notch signal components in spermatogonia is still unclear. Here, we analyzed the distribution of NOTCH3-expressing spermatogonia and the target genes. Double immunostaining with differentiation markers revealed that NOTCH3 was expressed in some undifferentiated and differentiated spermatogonia in mouse testes. To define the target gene of Notch3 signaling in spermatogonia, we analyzed the mRNA expression pattern of Hes and Hey family genes during testis development. Hes1 abundance was decreased during testis development, suggesting that spermatogonia may express Hes1. Immunohistochemical analysis showed that HES1 was expressed in prepubertal spermatogonia, whereas it was expressed predominantly in adult Sertoli cells and weakly in adult spermatogonia. Furthermore, NOTCH3-HES1 double-positive spermatogonia were in pup and adult testes. These results suggest that Notch3 signaling in spermatogonia could promote Hes1 expression.
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Affiliation(s)
- Ryu Okada
- Laboratory of Molecular Embryology, Department of Genome System Science, Yokohama City University, Yokohama, Japan
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Association between NF-κB Pathway Gene Variants and sICAM1 Levels in Taiwanese. PLoS One 2017; 12:e0169516. [PMID: 28095483 PMCID: PMC5240939 DOI: 10.1371/journal.pone.0169516] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 12/19/2016] [Indexed: 01/12/2023] Open
Abstract
Intercellular adhesion molecule–1 (ICAM1) is crucial to the development and progression of atherosclerosis. Recent genome-wide association studies (GWAS) have revealed that single nucleotide polymorphisms (SNPs) in two of the nuclear factor-κB (NF-κB) pathway genes, NFKBIK and RELA, are associated with soluble ICAM1 (sICAM1) levels. However, neither of these two gene variants is found in the Asian populations. This study aimed to elucidate whether other candidate gene variants involved in the NF-κB pathway may be associated with sICAM1 levels in Taiwanese. After excluding carriers of the ICAM1 rs5491-T allele, three SNPs in the ICAM1 gene and eight SNPs in six of the NF-κB pathway genes (NFKB1, PDCD11, TNFAIP3, NKAPL, IKBKE, and PRKCB) were analyzed for their association with sICAM1 levels in 480 individuals. Our data showed that two SNPs, rs5498 of ICAM1 and rs1635 of NKAPL, were significantly associated with sICAM1 levels (P = 0.002 and 0.004, respectively) in the Taiwanese population. Using a multivariate analysis, rs5498 and rs1635 as well as the previously reported ABO genotypes and rs12051272 of the CDH13 gene were independently associated with sICAM1 levels (P = 0.001, 0.001, 0.006 and 0.031, respectively). An analysis with combined risk alleles of four candidate SNPs in the ICAM1, NKAPL, ABO, and CDH13 genes showed an increase in sICAM1 levels with added numbers of risk alleles and weighted genetic risk score. Our findings thus expanded the repertoire of gene variants responsible for the regulation of sICAM1 levels in the Asian populations.
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Li Y, Zhang M, Li S, Lv R, Chen P, Liu R, Liang G, Yin L. The Use of the Nematode Caenorhabditis elegans to Evaluate the Adverse Effects of Epoxiconazole Exposure on Spermatogenesis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2016; 13:E993. [PMID: 27740608 PMCID: PMC5086732 DOI: 10.3390/ijerph13100993] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 09/20/2016] [Accepted: 09/29/2016] [Indexed: 12/29/2022]
Abstract
There is increasing evidence that epoxiconazole exposure can affect reproductive function, but few studies have investigated adverse effects on spermatogenesis. The nematode Caenorhabditis elegans (C. elegans) was used in our study to assess effects of epoxiconazole on spermatogenesis in male nematodes after 48 h of exposure to concentrations of 0.1, 1.0, or 10.0 μg/L. The results demonstrated that epoxiconazole exposure affected spermatogenesis, decreasing the number of total germ cells, mitotic cells, meiotic cells and spermatids, spermatid diameter, and cross-sectional area, and inducing mitotic germ cell proliferation arrest, premature entry into meiosis, and sperm activation inhibition; however, sperm transfer showed no abnormal changes. In addition, the results showed that epoxiconazole activated the transforming growth factor-β (TGFβ) signaling pathway and increased the expression levels of gene daf-1, daf-3, daf-4, daf-5 and daf-7 in nematodes. We therefore propose that epoxiconazole acts by activating the TGFβ signaling pathway, leading to the impairment of spermatogenesis and the consequent decline in male fertility.
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Affiliation(s)
- Yunhui Li
- Key Laboratory of Environmental Medicine Engineering Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, Jiangsu, China.
| | - Minhui Zhang
- Key Laboratory of Environmental Medicine Engineering Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, Jiangsu, China.
| | - Shaojun Li
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York, NY 10461, USA.
| | - Rongrong Lv
- Key Laboratory of Environmental Medicine Engineering Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, Jiangsu, China.
| | - Pan Chen
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York, NY 10461, USA.
| | - Ran Liu
- Key Laboratory of Environmental Medicine Engineering Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, Jiangsu, China.
| | - Geyu Liang
- Key Laboratory of Environmental Medicine Engineering Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, Jiangsu, China.
| | - Lihong Yin
- Key Laboratory of Environmental Medicine Engineering Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, Jiangsu, China.
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Kasimanickam VR. Expression of retinoic acid-metabolizing enzymes, ALDH1A1, ALDH1A2, ALDH1A3, CYP26A1, CYP26B1 and CYP26C1 in canine testis during post-natal development. Reprod Domest Anim 2016; 51:901-909. [PMID: 27569851 DOI: 10.1111/rda.12756] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 07/13/2016] [Indexed: 12/12/2022]
Abstract
Mammalian spermatogenesis involves highly regulated temporal and spatial dynamics, carefully controlled by several signalling processes. Retinoic acid (RA) signalling could have a critical role in spermatogenesis by promoting spermatogonia differentiation, adhesion of germ cells to Sertoli cells, and release of mature spermatids. An optimal testicular RA concentration is maintained by retinaldehyde dehydrogenases (ALDHs), which oxidize RA precursors to produce RA, whereas the CYP26 class of enzymes catabolizes (oxidize) RA into inactive metabolites. The objective was to elucidate gene expression of these RA-metabolizing enzymes (ALDH1A1, ALDH1A2, ALDH1A3, CYP26A1, CYP26B1 and CYP26C1) and their protein presence in testes of young, peripubertal and adult dogs. Genes encoding RA-synthesizing isozymes ALDH1A1, ALDH1A2 and ALDH1A3 and RA-catabolizing isomers CYP26A1, CYP26B1 and CYP26C1 were expressed in testis at varying levels during testicular development from birth to adulthood in dogs. Based on detailed analyses of mRNA expression patterns, ALDH1A2 was regarded as a primary RA-synthesizing enzyme and CYP26B1 as a critical RA-hydrolysing enzyme; presumably, these genes have vital roles in maintaining RA homeostasis, which is imperative to spermatogenesis and other testicular functions in post-natal canine testis.
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Affiliation(s)
- V R Kasimanickam
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, WA, USA.,Center for Reproductive Biology, College of Veterinary Medicine, Washington State University, Pullman, WA, USA
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Escada‐Rebelo S, Silva AF, Amaral S, Tavares RS, Paiva C, Schlatt S, Ramalho‐Santos J, Mota PC. Spermatogonial stem cell organization in felid testis as revealed by
Dolichos biflorus
lectin. Andrology 2016; 4:1159-1168. [DOI: 10.1111/andr.12223] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Revised: 04/11/2016] [Accepted: 04/21/2016] [Indexed: 11/29/2022]
Affiliation(s)
- S. Escada‐Rebelo
- Biology of Reproduction and Stem Cell Group Center for Neuroscience and Cell Biology (CNC)University of Coimbra Coimbra Portugal
| | - A. F. Silva
- Biology of Reproduction and Stem Cell Group Center for Neuroscience and Cell Biology (CNC)University of Coimbra Coimbra Portugal
| | - S. Amaral
- Biology of Reproduction and Stem Cell Group Center for Neuroscience and Cell Biology (CNC)University of Coimbra Coimbra Portugal
- Institute for Interdisciplinary Research (IIIUC) University of Coimbra Coimbra Portugal
| | - R. S. Tavares
- Biology of Reproduction and Stem Cell Group Center for Neuroscience and Cell Biology (CNC)University of Coimbra Coimbra Portugal
- Institute for Interdisciplinary Research (IIIUC) University of Coimbra Coimbra Portugal
| | - C. Paiva
- Institute for Interdisciplinary Research (IIIUC) University of Coimbra Coimbra Portugal
- PhD Program in Experimental Biology and Biomedicine (PDBEB) Center for Neuroscience and Cell Biology (CNC) University of Coimbra Coimbra Portugal
| | - S. Schlatt
- Centre of Reproductive Medicine and Andrology Institute of Reproductive and Regenerative Biology University of Münster Münster Germany
| | - J. Ramalho‐Santos
- Biology of Reproduction and Stem Cell Group Center for Neuroscience and Cell Biology (CNC)University of Coimbra Coimbra Portugal
- Department of Life Sciences University of Coimbra Coimbra Portugal
| | - P. C. Mota
- Biology of Reproduction and Stem Cell Group Center for Neuroscience and Cell Biology (CNC)University of Coimbra Coimbra Portugal
- Institute for Interdisciplinary Research (IIIUC) University of Coimbra Coimbra Portugal
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Further evidence supporting the association of NKAPL with schizophrenia. Neurosci Lett 2015; 605:49-52. [DOI: 10.1016/j.neulet.2015.08.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 08/10/2015] [Accepted: 08/13/2015] [Indexed: 01/18/2023]
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