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Lara NLM, Goldsmith T, Rodriguez-Villamil P, Ongaratto F, Solin S, Webster D, Ganbaatar U, Hodgson S, Corbière SMAS, Bondareva A, Carlson DF, Dobrinski I. DAZL Knockout Pigs as Recipients for Spermatogonial Stem Cell Transplantation. Cells 2023; 12:2582. [PMID: 37947660 PMCID: PMC10649044 DOI: 10.3390/cells12212582] [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: 09/21/2023] [Revised: 10/28/2023] [Accepted: 10/31/2023] [Indexed: 11/12/2023] Open
Abstract
Spermatogonial stem cell (SSC) transplantation into the testis of a germ cell (GC)-depleted surrogate allows transmission of donor genotype via donor-derived sperm produced by the recipient. Transplantation of gene-edited SSCs provides an approach to propagate gene-edited large animal models. DAZL is a conserved RNA-binding protein important for GC development, and DAZL knockout (KO) causes defects in GC commitment and differentiation. We characterized DAZL-KO pigs as SSC transplantation recipients. While there were GCs in 1-week-old (wko) KO, complete GC depletion was observed by 10 wko. Donor GCs were transplanted into 18 DAZL-KO recipients at 10-13 wko. At sexual maturity, semen and testes were evaluated for transplantation efficiency and spermatogenesis. Approximately 22% of recipient seminiferous tubules contained GCs, including elongated spermatids and proliferating spermatogonia. The ejaculate of 89% of recipients contained sperm, exclusively from donor origin. However, sperm concentration was lower than the wild-type range. Testicular protein expression and serum hormonal levels were comparable between DAZL-KO and wild-type. Intratesticular testosterone and Leydig cell volume were increased, and Leydig cell number decreased in transplanted DAZL-KO testis compared to wild-type. In summary, DAZL-KO pigs support donor-derived spermatogenesis following SSC transplantation, but low spermatogenic efficiency currently limits their use for the production of offspring.
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Affiliation(s)
- Nathalia L. M. Lara
- Faculty of Veterinary Medicine, University of Calgary, Calgary, AB T2N4N1, Canada; (N.L.M.L.); (A.B.)
| | - Taylor Goldsmith
- Recombinetics, Inc., St. Paul, MN 55121, USA; (T.G.); (D.W.); (S.H.); (S.M.A.S.C.); (D.F.C.)
| | | | - Felipe Ongaratto
- Recombinetics, Inc., St. Paul, MN 55121, USA; (T.G.); (D.W.); (S.H.); (S.M.A.S.C.); (D.F.C.)
| | - Staci Solin
- Recombinetics, Inc., St. Paul, MN 55121, USA; (T.G.); (D.W.); (S.H.); (S.M.A.S.C.); (D.F.C.)
| | - Dennis Webster
- Recombinetics, Inc., St. Paul, MN 55121, USA; (T.G.); (D.W.); (S.H.); (S.M.A.S.C.); (D.F.C.)
| | - Uyanga Ganbaatar
- Recombinetics, Inc., St. Paul, MN 55121, USA; (T.G.); (D.W.); (S.H.); (S.M.A.S.C.); (D.F.C.)
| | - Shane Hodgson
- Recombinetics, Inc., St. Paul, MN 55121, USA; (T.G.); (D.W.); (S.H.); (S.M.A.S.C.); (D.F.C.)
| | | | - Alla Bondareva
- Faculty of Veterinary Medicine, University of Calgary, Calgary, AB T2N4N1, Canada; (N.L.M.L.); (A.B.)
| | - Daniel F. Carlson
- Recombinetics, Inc., St. Paul, MN 55121, USA; (T.G.); (D.W.); (S.H.); (S.M.A.S.C.); (D.F.C.)
| | - Ina Dobrinski
- Faculty of Veterinary Medicine, University of Calgary, Calgary, AB T2N4N1, Canada; (N.L.M.L.); (A.B.)
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BAF-L Modulates Histone-to-Protamine Transition during Spermiogenesis. Int J Mol Sci 2022; 23:ijms23041985. [PMID: 35216101 PMCID: PMC8877947 DOI: 10.3390/ijms23041985] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 02/06/2022] [Accepted: 02/07/2022] [Indexed: 01/03/2023] Open
Abstract
Maturing male germ cells undergo a unique developmental process in spermiogenesis that replaces nucleosomal histones with protamines, the process of which is critical for testicular development and male fertility. The progress of this exchange is regulated by complex mechanisms that are not well understood. Now, with mouse genetic models, we show that barrier-to-autointegration factor-like protein (BAF-L) plays an important role in spermiogenesis and spermatozoal function. BAF-L is a male germ cell marker, whose expression is highly associated with the maturation of male germ cells. The genetic deletion of BAF-L in mice impairs the progress of spermiogenesis and thus male fertility. This effect on male fertility is a consequence of the disturbed homeostasis of histones and protamines in maturing male germ cells, in which the interactions between BAF-L and histones/protamines are implicated. Finally, we show that reduced testicular expression of BAF-L represents a risk factor of human male infertility.
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Curzon AY, Shirak A, Benet-Perlberg A, Naor A, Low-Tanne SI, Sharkawi H, Ron M, Seroussi E. Gene Variant of Barrier to Autointegration Factor 2 ( Banf2w) Is Concordant with Female Determination in Cichlids. Int J Mol Sci 2021; 22:7073. [PMID: 34209244 PMCID: PMC8268354 DOI: 10.3390/ijms22137073] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 06/23/2021] [Accepted: 06/27/2021] [Indexed: 11/15/2022] Open
Abstract
Oreochromis fishes exhibit variability of sex-determination (SD) genes whose characterization contributes to understanding of the sex differentiation network, and to effective tilapia farming, which requires all-male culture. However, O. niloticus (On) amh is the only master-key regulator (MKR) of SD that has been mapped (XY/XX SD-system on LG23). In O. aureus (Oa), LG3 controls a WZ/ZZ SD-system that has recently been delimited to 9.2 Mbp, with an embedded interval rich with female-specific variation, harboring two paics genes and banf2. Developing genetic markers within this interval and using a hybrid Oa stock that demonstrates no recombination repression in LG3, we mapped the critical SD region to 235 Kbp on the orthologous On physical map (p < 1.5 × 10-26). DNA-seq assembly and peak-proportion analysis of variation based on Sanger chromatograms allowed the characterization of copy-number variation (CNV) of banf2. Oa males had three exons capable of encoding 90-amino-acid polypeptides, yet in Oa females, we found an extra copy with an 89-amino-acid polypeptide and three non-conservative amino acid substitutions, designated as banf2w. CNV analysis suggested the existence of two to five copies of banf2 in diploidic Cichlidae. Disrupting the Hardy-Weinberg equilibrium (p < 4.2 × 10-3), banf2w was concordant with female determination in Oa and in three cichlids with LG3 WZ/ZZ SD-systems (O. tanganicae, O. hornorum and Pelmatolapia mariae). Furthermore, exclusive RNA-seq expression in Oa females strengthened the candidacy of banf2w as the long-sought LG3 SD MKR. As banf genes mediate nuclear assembly, chromatin organization, gene expression and gonad development, banf2w may play a fundamental role inducing female nucleus formation that is essential for WZ/ZZ SD.
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Affiliation(s)
- Arie Yehuda Curzon
- Institute of Animal Science, Agricultural Research Organization, Rishon LeTsiyon 7528809, Israel; (A.Y.C.); (A.S.); (M.R.)
- Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University of Jerusalem, Rehovot 76100, Israel
| | - Andrey Shirak
- Institute of Animal Science, Agricultural Research Organization, Rishon LeTsiyon 7528809, Israel; (A.Y.C.); (A.S.); (M.R.)
| | - Ayana Benet-Perlberg
- Dor Research Station, Division of Fishery and Aquaculture, Hof HaCarmel 30820, Israel; (A.B.-P.); (A.N.); (S.I.L.-T.); (H.S.)
| | - Alon Naor
- Dor Research Station, Division of Fishery and Aquaculture, Hof HaCarmel 30820, Israel; (A.B.-P.); (A.N.); (S.I.L.-T.); (H.S.)
| | - Shai Israel Low-Tanne
- Dor Research Station, Division of Fishery and Aquaculture, Hof HaCarmel 30820, Israel; (A.B.-P.); (A.N.); (S.I.L.-T.); (H.S.)
| | - Haled Sharkawi
- Dor Research Station, Division of Fishery and Aquaculture, Hof HaCarmel 30820, Israel; (A.B.-P.); (A.N.); (S.I.L.-T.); (H.S.)
| | - Micha Ron
- Institute of Animal Science, Agricultural Research Organization, Rishon LeTsiyon 7528809, Israel; (A.Y.C.); (A.S.); (M.R.)
| | - Eyal Seroussi
- Institute of Animal Science, Agricultural Research Organization, Rishon LeTsiyon 7528809, Israel; (A.Y.C.); (A.S.); (M.R.)
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Niu CM, Xia MM, Zhong YN, Zheng Y. Mus musculus Barrier-To-Autointegration Factor 2 (Banf2) is Not Essential for Spermatogenesis or Fertility. Cytogenet Genome Res 2021; 161:167-177. [PMID: 33951625 DOI: 10.1159/000513850] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Accepted: 12/16/2020] [Indexed: 11/19/2022] Open
Abstract
The barrier-to-autointegration factor (BAF) is widely expressed in most human tissues and plays a critical role in chromatin organization, nuclear envelope assembly, gonadal development, and embryonic stem cell self-renewal. Complete loss of BAF has been shown to lead to embryonic lethality and gonadal defects. The BAF paralog, namely, barrier-to-autointegration factor 2 (BANF2), exhibits a testis-predominant expression pattern in both humans and mice. Unlike BAF, it may cause isolated male infertility. Therefore, we used the CRISPR/Cas9 system to generate Banf2-knockout mice to further study its function in spermatogenesis. Unexpectedly, knockout mice did not show any detectable abnormalities in histological structure of the testis, epididymis, ovary, and other tissues, and exhibited normal fertility, indicating that Banf2 is not essential for mouse spermatogenesis and fertility.
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Affiliation(s)
- Chang-Min Niu
- Department of Histology and Embryology, School of Medicine, Yangzhou University, Yangzhou, China
- Jiangsu Key Laboratory of Experimental and Translational Noncoding RNA Research, Yangzhou, China
| | - Meng-Meng Xia
- Department of Histology and Embryology, School of Medicine, Yangzhou University, Yangzhou, China
- Jiangsu Key Laboratory of Experimental and Translational Noncoding RNA Research, Yangzhou, China
| | - Ya-Nan Zhong
- Department of Histology and Embryology, School of Medicine, Yangzhou University, Yangzhou, China
- Jiangsu Key Laboratory of Experimental and Translational Noncoding RNA Research, Yangzhou, China
| | - Ying Zheng
- Department of Histology and Embryology, School of Medicine, Yangzhou University, Yangzhou, China
- Jiangsu Key Laboratory of Experimental and Translational Noncoding RNA Research, Yangzhou, China
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Geisinger A, Rodríguez-Casuriaga R, Benavente R. Transcriptomics of Meiosis in the Male Mouse. Front Cell Dev Biol 2021; 9:626020. [PMID: 33748111 PMCID: PMC7973102 DOI: 10.3389/fcell.2021.626020] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 02/15/2021] [Indexed: 12/18/2022] Open
Abstract
Molecular studies of meiosis in mammals have been long relegated due to some intrinsic obstacles, namely the impossibility to reproduce the process in vitro, and the difficulty to obtain highly pure isolated cells of the different meiotic stages. In the recent years, some technical advances, from the improvement of flow cytometry sorting protocols to single-cell RNAseq, are enabling to profile the transcriptome and its fluctuations along the meiotic process. In this mini-review we will outline the diverse methodological approaches that have been employed, and some of the main findings that have started to arise from these studies. As for practical reasons most studies have been carried out in males, and mostly using mouse as a model, our focus will be on murine male meiosis, although also including specific comments about humans. Particularly, we will center on the controversy about gene expression during early meiotic prophase; the widespread existing gap between transcription and translation in meiotic cells; the expression patterns and potential roles of meiotic long non-coding RNAs; and the visualization of meiotic sex chromosome inactivation from the RNAseq perspective.
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Affiliation(s)
- Adriana Geisinger
- Biochemistry-Molecular Biology, Facultad de Ciencias, Universidad de la República (UdelaR), Montevideo, Uruguay
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Montevideo, Uruguay
| | - Rosana Rodríguez-Casuriaga
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Montevideo, Uruguay
| | - Ricardo Benavente
- Department of Cell and Developmental Biology, Biocenter, University of Würzburg, Würzburg, Germany
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Rodríguez-Casuriaga R, Geisinger A. Contributions of Flow Cytometry to the Molecular Study of Spermatogenesis in Mammals. Int J Mol Sci 2021; 22:1151. [PMID: 33503798 PMCID: PMC7865295 DOI: 10.3390/ijms22031151] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 01/12/2021] [Accepted: 01/17/2021] [Indexed: 12/18/2022] Open
Abstract
Mammalian testes are very heterogeneous organs, with a high number of different cell types. Testicular heterogeneity, together with the lack of reliable in vitro culture systems of spermatogenic cells, have been an obstacle for the characterization of the molecular bases of the unique events that take place along the different spermatogenic stages. In this context, flow cytometry has become an invaluable tool for the analysis of testicular heterogeneity, and for the purification of stage-specific spermatogenic cell populations, both for basic research and for clinical applications. In this review, we highlight the importance of flow cytometry for the advances on the knowledge of the molecular groundwork of spermatogenesis in mammals. Moreover, we provide examples of different approaches to the study of spermatogenesis that have benefited from flow cytometry, including the characterization of mutant phenotypes, transcriptomics, epigenetic and genome-wide chromatin studies, and the attempts to establish cell culture systems for research and/or clinical aims such as infertility treatment.
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Affiliation(s)
- Rosana Rodríguez-Casuriaga
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), 11600 Montevideo, Uruguay
| | - Adriana Geisinger
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), 11600 Montevideo, Uruguay
- Biochemistry-Molecular Biology, Facultad de Ciencias, Universidad de la República (UdelaR), 11400 Montevideo, Uruguay
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da Cruz I, Rodríguez-Casuriaga R, Santiñaque FF, Farías J, Curti G, Capoano CA, Folle GA, Benavente R, Sotelo-Silveira JR, Geisinger A. Transcriptome analysis of highly purified mouse spermatogenic cell populations: gene expression signatures switch from meiotic-to postmeiotic-related processes at pachytene stage. BMC Genomics 2016; 17:294. [PMID: 27094866 PMCID: PMC4837615 DOI: 10.1186/s12864-016-2618-1] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2015] [Accepted: 04/13/2016] [Indexed: 12/03/2022] Open
Abstract
Background Spermatogenesis is a complex differentiation process that involves the successive and simultaneous execution of three different gene expression programs: mitotic proliferation of spermatogonia, meiosis, and spermiogenesis. Testicular cell heterogeneity has hindered its molecular analyses. Moreover, the characterization of short, poorly represented cell stages such as initial meiotic prophase ones (leptotene and zygotene) has remained elusive, despite their crucial importance for understanding the fundamentals of meiosis. Results We have developed a flow cytometry-based approach for obtaining highly pure stage-specific spermatogenic cell populations, including early meiotic prophase. Here we combined this methodology with next generation sequencing, which enabled the analysis of meiotic and postmeiotic gene expression signatures in mouse with unprecedented reliability. Interestingly, we found that a considerable number of genes involved in early as well as late meiotic processes are already on at early meiotic prophase, with a high proportion of them being expressed only for the short time lapse of lepto-zygotene stages. Besides, we observed a massive change in gene expression patterns during medium meiotic prophase (pachytene) when mostly genes related to spermiogenesis and sperm function are already turned on. This indicates that the transcriptional switch from meiosis to post-meiosis takes place very early, during meiotic prophase, thus disclosing a higher incidence of post-transcriptional regulation in spermatogenesis than previously reported. Moreover, we found that a good proportion of the differential gene expression in spermiogenesis corresponds to up-regulation of genes whose expression starts earlier, at pachytene stage; this includes transition protein-and protamine-coding genes, which have long been claimed to switch on during spermiogenesis. In addition, our results afford new insights concerning X chromosome meiotic inactivation and reactivation. Conclusions This work provides for the first time an overview of the time course for the massive onset and turning off of the meiotic and spermiogenic genetic programs. Importantly, our data represent a highly reliable information set about gene expression in pure testicular cell populations including early meiotic prophase, for further data mining towards the elucidation of the molecular bases of male reproduction in mammals. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2618-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Irene da Cruz
- Department of Genomics, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Av. Italia 3318, 11,600, Montevideo, Uruguay.,Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Av. Italia 3318, 11,600, Montevideo, Uruguay
| | - Rosana Rodríguez-Casuriaga
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Av. Italia 3318, 11,600, Montevideo, Uruguay
| | | | - Joaquina Farías
- Department of Proteins and Nucleic Acids, IIBCE, Montevideo, Uruguay
| | - Gianni Curti
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Av. Italia 3318, 11,600, Montevideo, Uruguay
| | - Carlos A Capoano
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Av. Italia 3318, 11,600, Montevideo, Uruguay
| | - Gustavo A Folle
- Flow Cytometry and Cell Sorting Core, IIBCE, Montevideo, Uruguay.,Department of Genetics, IIBCE, Montevideo, Uruguay
| | - Ricardo Benavente
- Department of Cell and Developmental Biology, Biocenter, University of Würzburg, D-97074, Würzburg, Germany
| | - José Roberto Sotelo-Silveira
- Department of Genomics, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Av. Italia 3318, 11,600, Montevideo, Uruguay. .,Department of Cell and Molecular Biology, Facultad de Ciencias, Universidad de la República (UDELAR), 11,400, Montevideo, Uruguay.
| | - Adriana Geisinger
- Department of Molecular Biology, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Av. Italia 3318, 11,600, Montevideo, Uruguay. .,Biochemistry-Molecular Biology, Facultad de Ciencias, UDELAR, Montevideo, Uruguay.
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Giese S, Hossain H, Markmann M, Chakraborty T, Tchatalbachev S, Guillou F, Bergmann M, Failing K, Weider K, Brehm R. Sertoli-cell-specific knockout of connexin 43 leads to multiple alterations in testicular gene expression in prepubertal mice. Dis Model Mech 2012; 5:895-913. [PMID: 22699423 PMCID: PMC3484871 DOI: 10.1242/dmm.008649] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
A significant decline in human male reproductive function has been reported for the past 20 years but the molecular mechanisms remain poorly understood. However, recent studies showed that the gap junction protein connexin-43 (CX43; also known as GJA1) might be involved. CX43 is the predominant testicular connexin (CX) in most species, including in humans. Alterations of its expression are associated with different forms of spermatogenic disorders and infertility. Men with impaired spermatogenesis often exhibit a reduction or loss of CX43 expression in germ cells (GCs) and Sertoli cells (SCs). Adult male transgenic mice with a conditional knockout (KO) of the Gja1 gene [referred to here as connexin-43 (Cx43)] in SCs (SCCx43KO) show a comparable testicular phenotype to humans and are infertile. To detect possible signaling pathways and molecular mechanisms leading to the testicular phenotype in adult SCCx43KO mice and to their failure to initiate spermatogenesis, the testicular gene expression of 8-day-old SCCx43KO and wild-type (WT) mice was compared. Microarray analysis revealed that 658 genes were significantly regulated in testes of SCCx43KO mice. Of these genes, 135 were upregulated, whereas 523 genes were downregulated. For selected genes the results of the microarray analysis were confirmed using quantitative real-time PCR and immunostaining. The majority of the downregulated genes are GC-specific and are essential for mitotic and meiotic progression of spermatogenesis, including Stra8, Dazl and members of the DM (dsx and map-3) gene family. Other altered genes can be associated with transcription, metabolism, cell migration and cytoskeleton organization. Our data show that deletion of Cx43 in SCs leads to multiple alterations of gene expression in prepubertal mice and primarily affects GCs. The candidate genes could represent helpful markers for investigators exploring human testicular biopsies from patients showing corresponding spermatogenic deficiencies and for studying the molecular mechanisms of human male sterility.
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Affiliation(s)
- Sarah Giese
- Institute of Veterinary Anatomy, Histology and Embryology, University of Giessen, 35392 Giessen, Germany
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Genetics of Meiosis and Recombination in Mice. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY VOLUME 298 2012; 298:179-227. [DOI: 10.1016/b978-0-12-394309-5.00005-5] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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10
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A novel mouse synaptonemal complex protein is essential for loading of central element proteins, recombination, and fertility. PLoS Genet 2011; 7:e1002088. [PMID: 21637789 PMCID: PMC3102746 DOI: 10.1371/journal.pgen.1002088] [Citation(s) in RCA: 143] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2010] [Accepted: 03/31/2011] [Indexed: 12/29/2022] Open
Abstract
The synaptonemal complex (SC) is a proteinaceous, meiosis-specific structure that is highly conserved in evolution. During meiosis, the SC mediates synapsis of homologous chromosomes. It is essential for proper recombination and segregation of homologous chromosomes, and therefore for genome haploidization. Mutations in human SC genes can cause infertility. In order to gain a better understanding of the process of SC assembly in a model system that would be relevant for humans, we are investigating meiosis in mice. Here, we report on a newly identified component of the murine SC, which we named SYCE3. SYCE3 is strongly conserved among mammals and localizes to the central element (CE) of the SC. By generating a Syce3 knockout mouse, we found that SYCE3 is required for fertility in both sexes. Loss of SYCE3 blocks synapsis initiation and results in meiotic arrest. In the absence of SYCE3, initiation of meiotic recombination appears to be normal, but its progression is severely impaired resulting in complete absence of MLH1 foci, which are presumed markers of crossovers in wild-type meiocytes. In the process of SC assembly, SYCE3 is required downstream of transverse filament protein SYCP1, but upstream of the other previously described CE–specific proteins. We conclude that SYCE3 enables chromosome loading of the other CE–specific proteins, which in turn would promote synapsis between homologous chromosomes. Meiosis is a special type of cell division that takes place in the germ line of sexually reproducing diploid organisms. Major events during meiosis are the pairing, recombination, and segregation of homologous chromosomes. As a consequence, daughter cells are haploid and genetically diverse. Therefore, meiosis is of utmost importance for the life of sexually reproducing species as it maintains the species-specific chromosome number and generates genetic diversity within a species. Proper segregation of homologous chromosomes during meiosis requires homolog pairs to be physically linked. The synaptonemal complex (SC), a meiosis-specific structure conserved in evolution, is essential for this process. Defective assembly of the SC has deleterious effects on germ cells and can cause infertility in mice and humans. Here, we report on a newly identified protein component of the mammalian SC that we have named SYCE3. SYCE3 is strongly conserved among mammals. Using the mouse as a model system, we demonstrate that loss of SYCE3 leads to infertility in both sexes. Infertility is caused by disruption of meiosis due to the inability of Syce3−/− mice to assemble the central element of SCs. Our findings provide new insights into the complexity of SC assembly and its relevance to mammalian fertility.
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Rodríguez-Casuriaga R, Geisinger A, Santiñaque FF, López-Carro B, Folle GA. High-purity flow sorting of early meiocytes based on DNA analysis of guinea pig spermatogenic cells. Cytometry A 2011; 79:625-34. [PMID: 21520399 DOI: 10.1002/cyto.a.21067] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2010] [Revised: 03/01/2011] [Accepted: 03/24/2011] [Indexed: 01/14/2023]
Abstract
Mammalian spermatogenesis is still nowadays poorly understood at the molecular level. Testis cellular heterogeneity is a major drawback for spermatogenic gene expression studies, especially when research is focused on stages that are usually very short and poorly represented at the cellular level such as initial meiotic prophase I (i.e., leptotene [L] and zygotene [Z]). Presumably, genes whose products are involved in critical meiotic events such as alignment, pairing and recombination of homologous chromosomes are expressed during the short stages of early meiotic prophase. Aiming to characterize mammalian early meiotic gene expression, we have found the guinea pig (Cavia porcellus) as an especially attractive model. A detailed analysis of its first spermatogenic wave by flow cytometry (FCM) and optical microscopy showed that guinea pig testes exhibit a higher representation of early meiotic stages compared to other studied rodents, partly because of their longer span, and also as a result of the increased number of cells entering meiosis. Moreover, we have found that adult guinea pig testes exhibit a peculiar 4C DNA content profile, with a bimodal peak for L/Z and P spermatocytes that is absent in other rodents. Besides, we show that this unusual 4C peak allows the separation by FCM of highly pure L/Z spermatocyte populations aside from pachytene ones, even from adult individuals. To our knowledge, this is the first report on an accurate and suitable method for highly pure early meiotic prophase cell isolation from adult mammals, and thus sets an interesting approach for gene expression studies aiming at a deeper understanding of the molecular groundwork underlying male gamete production.
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Affiliation(s)
- Rosana Rodríguez-Casuriaga
- Departamento de Biología Molecular, Instituto de Investigaciones Biológicas Clemente Estable (IIBCE), Montevideo, Uruguay.
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Ogorevc J, Dovc P, Kunej T. Comparative Genomics Approach to Identify Candidate Genetic Loci for Male Fertility. Reprod Domest Anim 2011; 46:229-39. [DOI: 10.1111/j.1439-0531.2010.01648.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Vangompel MJW, Xu EY. The roles of the DAZ family in spermatogenesis: More than just translation? SPERMATOGENESIS 2011; 1:36-46. [PMID: 22523742 PMCID: PMC3329454 DOI: 10.4161/spmg.1.1.14659] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The DAZ family of genes are important fertility factors in animals, including humans. The family consists of Y-linked DAZ, and autosomal homologs Boule and Dazl. All three genes encode RNA-binding proteins that are nearly exclusively expressed in germ cells. The DAZ family is highly conserved, with ancestral Boule present in sea anemones through humans, Dazl conserved among vertebrates, and DAZ present only in higher primates. Here we review studies on DAZ family genes from multiple organisms, and summarize the common features of each DAZ gene and their roles during spermatogenesis in animals. DAZ family proteins are thought to activate the translation of RNA targets, but recent work has uncovered additional functions. Boule, Dazl, and DAZ likely function through similar mechanisms, and we present known functions of the DAZ family in spermatogenesis, and discuss possible mechanisms in addition to translation activation.
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Affiliation(s)
- Michael J W Vangompel
- Department of Obstetrics and Gynecology; Division of Reproductive Biology Research and Center for Genetic Medicine; Northwestern University; Chicago, IL USA
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14
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Waldman Ben-Asher H, Shahar I, Yitzchak A, Mehr R, Don J. Expression and chromosomal organization of mouse meiotic genes. Mol Reprod Dev 2010; 77:241-8. [PMID: 19953644 DOI: 10.1002/mrd.21139] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Microarray technology which enables large scale analysis of gene expression and thus comparison between transcriptomes of different cell types, cells undergoing different treatments or cells at different developmental stages has also been used to study the transcriptome involved with spermatogenesis. Many new germ cell-specific genes were determined, and the resulting genes were classified according to different criteria. However, the biological significance of these classifications and their clustering according to developmental transcriptional patterns during spermatogenesis have not yet been addressed. In this study we utilized mouse testicular transcriptome analysis at five distinct post-natal ages (Days 7, 10, 12, 14, and 17), representing distinct meiotic stages, in an attempt to better understand the biological significance of genes clustered into similar expression patterns during this process. Among 790 sequences that showed an expression level change of twofold or more in any of the five key stages that were monitored, relative to the geometric average of all stages, about 40% peaked and about 30% were specifically suppressed at post-natal day 14 (representing the early pachytene stage of spermatocytes), reflecting tight transcriptional regulation at this stage. We also found that each of the six main transcription clusters that were determined was characterized by statistically significant representation of genes related to specific biological processes. Finally, our results indicated that genes important for meiosis are not randomly distributed along the mouse genome but rather preferentially located on specific chromosomes, suggesting for the first time that chromosomal location might be a regulating factor of meiotic gene expression.
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Affiliation(s)
- Hiba Waldman Ben-Asher
- The Mina & Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan 52900, Israel
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15
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Griffin DK, Ellis PJ, Dunmore B, Bauer J, Abel MH, Affara NA. Transcriptional profiling of luteinizing hormone receptor-deficient mice before and after testosterone treatment provides insight into the hormonal control of postnatal testicular development and Leydig cell differentiation. Biol Reprod 2010; 82:1139-50. [PMID: 20164437 DOI: 10.1095/biolreprod.109.082099] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Luteinizing hormone (LH) is a key regulator of male fertility through its effects on testosterone secretion by Leydig cells. Transcriptional control of this is, however, currently poorly understood. Mice in which the LH receptor is knocked out (LuRKO) show reduced testicular size, reduced testosterone, elevated serum LH, and a spermatogenic arrest that can be rescued by the administration of testosterone. Using genome-wide transcription profiling of LuRKO and control testes during postnatal development and following testosterone treatment, we show that the transcriptional effects of LH insensitivity are biphasic, with an early testosterone-independent phase and a subsequent testosterone-dependent phase. Testosterone rescue re-enables the second, testosterone-dependent phase of the normal prepubertal transcription program and permits the continuation of spermatogenesis. Examination of the earliest responses to testosterone highlights six genes that respond rapidly in a dose-dependent fashion to the androgen and that are therefore candidate regulatory genes associated with the testosterone-driven progression of spermatogenesis. In addition, our transcriptional data suggest a model for the replacement of fetal-type Leydig cells by adult-type cells during testicular development in which a testosterone feedback switch is necessary for adult Leydig cell production. LH signaling affects the timing of the switch but is not a strict requirement for Leydig cell differentiation.
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Affiliation(s)
- D K Griffin
- Department of Biosciences, University of Kent, Canterbury, United Kingdom
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16
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Hermo L, Pelletier RM, Cyr DG, Smith CE. Surfing the wave, cycle, life history, and genes/proteins expressed by testicular germ cells. Part 1: Background to spermatogenesis, spermatogonia, and spermatocytes. Microsc Res Tech 2009; 73:241-78. [DOI: 10.1002/jemt.20783] [Citation(s) in RCA: 320] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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17
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Brook M, Smith JWS, Gray NK. The DAZL and PABP families: RNA-binding proteins with interrelated roles in translational control in oocytes. Reproduction 2009; 137:595-617. [DOI: 10.1530/rep-08-0524] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Gametogenesis is a highly complex process that requires the exquisite temporal, spatial and amplitudinal regulation of gene expression at multiple levels. Translational regulation is important in a wide variety of cell types but may be even more prevalent in germ cells, where periods of transcriptional quiescence necessitate the use of post-transcriptional mechanisms to effect changes in gene expression. Consistent with this, studies in multiple animal models have revealed an essential role for mRNA translation in the establishment and maintenance of reproductive competence. While studies in humans are less advanced, emerging evidence suggests that translational regulation plays a similarly important role in human germ cells and fertility. This review highlights specific mechanisms of translational regulation that play critical roles in oogenesis by activating subsets of mRNAs. These mRNAs are activated in a strictly determined temporal manner via elements located within their 3′UTR, which serve as binding sites fortrans-acting factors. While we concentrate on oogenesis, these regulatory events also play important roles during spermatogenesis. In particular, we focus on the deleted in azoospermia-like (DAZL) family of proteins, recently implicated in the translational control of specific mRNAs in germ cells; their relationship with the general translation initiation factor poly(A)-binding protein (PABP) and the process of cytoplasmic mRNA polyadenylation.
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18
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Maywood ES, Chahad-Ehlers S, Garabette ML, Pritchard C, Underhill P, Greenfield A, Ebling FJP, Kyriacou CP, Hastings MH, Reddy AB. Differential testicular gene expression in seasonal fertility. J Biol Rhythms 2009; 24:114-25. [PMID: 19346449 PMCID: PMC3398136 DOI: 10.1177/0748730409332029] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Spermatogenesis is an essential precursor for successful sexual reproduction. Recently, there has been an expansion in the knowledge of the genes associated with particular stages of normal, physiological testicular development and pubertal activation. What has been lacking, however, is an understanding of those genes that are involved in specifically regulating sperm production, rather than in maturation and elaboration of the testis as an organ. By using the reversible (seasonal) fertility of the Syrian hamster as a model system, the authors sought to discover genes that are specifically involved in turning off sperm production and not involved in tissue specification and/or maturation. Using gene expression microarrays and in situ hybridization in hamsters and genetically infertile mice, the authors have identified a variety of known and novel factors involved in reversible, transcriptional, translational, and posttranslational control of testicular function, as well those involved in cell division and macromolecular metabolism. The novel genes uncovered could be potential targets for therapies against fertility disorders.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Akhilesh B. Reddy
- MRC Laboratory of Molecular Biology, Cambridge
- Institute of Metabolic Science, University of Cambridge
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19
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Lo L, Zhang Z, Hong N, Peng J, Hong Y. 3640 unique EST clusters from the medaka testis and their potential use for identifying conserved testicular gene expression in fish and mammals. PLoS One 2008; 3:e3915. [PMID: 19104663 PMCID: PMC2603314 DOI: 10.1371/journal.pone.0003915] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2008] [Accepted: 11/14/2008] [Indexed: 02/04/2023] Open
Abstract
Background The fish medaka is the first vertebrate capable of full spermatogenesis in vitro from self-renewing spermatogonial stem cells to motile test-tube sperm. Precise staging and molecular dissection of this process has been hampered by the lack of suitable molecular markers. Methodology and Principal Findings We have generated a normalized medaka testis cDNA library and obtained 7040 high quality sequences representing 3641 unique gene clusters. Among these, 1197 unique clusters are homologous to known genes, and 2444 appear to be novel genes. Ontology analysis shows that the 1197 gene products are implicated in diverse molecular and cellular processes. These genes include markers for all major types of testicular somatic and germ cells. Furthermore, markers were identified for major spermatogenic stages ranging from spermatogonial stem cell self-renewal to meiosis entry, progression and completion. Intriguingly, the medaka testis expresses at least 13 homologs of the 33 mouse X-chromosomal genes that are enriched in the testis. More importantly, we show that key components of several signaling pathways known to be important for testicular function in mammals are well represented in the medaka testicular EST collection. Conclusions/Significance Medaka exhibits a considerable similarity in testicular gene expression to mammals. The medaka testicular EST collection we obtained has wide range coverage and will not only consolidate our knowledge on the comparative analysis of known genes' functions in the testis but also provide a rich resource to dissect molecular events and mechanism of spermatogenesis in vivo and in vitro in medaka as an excellent vertebrate model.
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Affiliation(s)
- Lijan Lo
- Department of Biology Sciences, National University of Singapore, National University of Singapore, Singapore, Singapore
| | - Zhenhai Zhang
- Institute of Molecular and Cell Biology, Proteos, Singapore
| | - Ni Hong
- Department of Biology Sciences, National University of Singapore, National University of Singapore, Singapore, Singapore
| | - Jinrong Peng
- Department of Biology Sciences, National University of Singapore, National University of Singapore, Singapore, Singapore
- Institute of Molecular and Cell Biology, Proteos, Singapore
- * E-mail: (JP); (YH)
| | - Yunhan Hong
- Department of Biology Sciences, National University of Singapore, National University of Singapore, Singapore, Singapore
- * E-mail: (JP); (YH)
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Tissue specific differentially methylated regions (TDMR): Changes in DNA methylation during development. Genomics 2008; 93:130-9. [PMID: 18952162 DOI: 10.1016/j.ygeno.2008.09.003] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2008] [Revised: 09/04/2008] [Accepted: 09/05/2008] [Indexed: 12/28/2022]
Abstract
Tissue specific differentially methylated regions (TDMRs) were identified and localized in the mouse genome using second generation virtual RLGS (vRLGS). Sequenom MassARRAY quantitative methylation analysis was used to confirm and determine the fine structure of tissue specific differences in DNA methylation. TDMRs have a broad distribution of locations to intragenic and intergenic regions including both CpG islands, and non-CpG islands regions. Somewhat surprising, there is a strong bias for TDMR location in non-promoter intragenic regions. Although some TDMRs are within or close to repeat sequences, overall they are less frequently associated with repetitive elements than expected from a random distribution. Many TDMRs are methylated at early developmental stages, but unmethylated later, suggesting active or passive demethylation, or expansions of populations of cells with unmethylated TDMRs. This is notable during postnatal testis differentiation where many testis specific TDMRs become progressively "demethylated". These results suggest that methylation changes during development are dynamic, involve demethylation and methylation, and may occur at late stages of embryonic development or even postnatally.
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21
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Sasaki T, Marcon E, McQuire T, Arai Y, Moens PB, Okada H. Bat3 deficiency accelerates the degradation of Hsp70-2/HspA2 during spermatogenesis. ACTA ACUST UNITED AC 2008; 182:449-58. [PMID: 18678708 PMCID: PMC2500131 DOI: 10.1083/jcb.200802113] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Meiosis is critical for sexual reproduction. During meiosis, the dynamics and integrity of homologous chromosomes are tightly regulated. The genetic and molecular mechanisms governing these processes in vivo, however, remain largely unknown. In this study, we demonstrate that Bat3/Scythe is essential for survival and maintenance of male germ cells (GCs). Targeted inactivation of Bat3/Scythe in mice results in widespread apoptosis of meiotic male GCs and complete male infertility. Pachytene spermatocytes exhibit abnormal assembly and disassembly of synaptonemal complexes as demonstrated by abnormal SYCP3 staining and sustained γ-H2AX and Rad51/replication protein A foci. Further investigation revealed that a testis-specific protein, Hsp70-2/HspA2, is absent in Bat3-deficient male GCs at any stage of spermatogenesis; however, Hsp70-2 transcripts are expressed at normal levels. We found that Bat3 deficiency induces polyubiquitylation and subsequent degradation of Hsp70-2. Inhibition of proteasomal degradation restores Hsp70-2 protein levels. Our findings identify Bat3 as a critical regulator of Hsp70-2 in spermatogenesis, thereby providing a possible molecular target in idiopathic male infertility.
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Affiliation(s)
- Toru Sasaki
- The Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, University Health Network, University of Toronto, Toronto, Ontario M5G2C1, Canada
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22
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Rossi P, Lolicato F, Grimaldi P, Dolci S, Di Sauro A, Filipponi D, Geremia R. Transcriptome analysis of differentiating spermatogonia stimulated with kit ligand. Gene Expr Patterns 2007; 8:58-70. [PMID: 18036996 DOI: 10.1016/j.modgep.2007.10.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2007] [Revised: 10/02/2007] [Accepted: 10/17/2007] [Indexed: 01/15/2023]
Abstract
Kit ligand (KL) is a survival factor and a mitogenic stimulus for differentiating spermatogonia. However, it is not known whether KL also plays a role in the differentiative events that lead to meiotic entry of these cells. We performed a wide genome analysis of difference in gene expression induced by treatment with KL of spermatogonia from 7-day-old mice, using gene chips spanning the whole mouse genome. The analysis revealed that the pattern of RNA expression induced by KL is compatible with the qualitative changes of the cell cycle that occur during the subsequent cell divisions in type A and B spermatogonia, i.e. the progressive lengthening of the S phase and the shortening of the G2/M transition. Moreover, KL up-regulates in differentiating spermatogonia the expression of early meiotic genes (for instance: Lhx8, Nek1, Rnf141, Xrcc3, Tpo1, Tbca, Xrcc2, Mesp1, Phf7, Rtel1), whereas it down-regulates typical spermatogonial markers (for instance: Pole, Ptgs2, Zfpm2, Egr2, Egr3, Gsk3b, Hnrpa1, Fst, Ptch2). Since KL modifies the expression of several genes known to be up-regulated or down-regulated in spermatogonia during the transition from the mitotic to the meiotic cell cycle, these results are consistent with a role of the KL/kit interaction in the induction of their meiotic differentiation.
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Affiliation(s)
- Pellegrino Rossi
- Dipartimento di Sanita' Pubblica e Biologia Cellulare, Universita' degli Studi di Roma Tor Vergata, via Montpellier 1, 00133 Rome, Italy.
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23
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Abstract
In many organisms completion of the first meiotic cell division depends on the correct assembly and disassembly of the synaptonemal complex (SC). This is a structure discovered a little over 50 years ago, which is formed by the close association of axes of homologous sister chromatid pairs. Its structure varies between organisms, although it retains a common tripartite organization in species as evolutionarily distant as budding yeast and humans. In mammals it is essential for crossover formation and completion of meiosis. Components of the mammalian SC have been identified only in the last 15 years, and mouse genetic approaches have started revealing the importance for this structure only in the past 5 years. Here we discuss the progress that has been made in the field of the mammalian SC and what approaches could be considered for its further study.
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Affiliation(s)
- Yael Costa
- Division of Developmental Genetics and Stem Cell Research, MRC National Institute for Medical Research, The Ridgeway, Mill Hill, London, NW7 1AA, UK
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24
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Abstract
RNA interference is involved in many aspects of cell biology, and the recent identification of germ-cell specific small RNAs has led to speculation that RNAi might also be involved in gametogenesis. Work in yeast indicates that RNAi is involved in establishing and maintaining heterochromatin at centromeres, an important component of yeast and mammalian meiosis. Here we review developments in the field of RNAi and relate these to possible roles in mammalian gametogenesis.
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Affiliation(s)
- Rebecca J Holmes
- Department of Biomedical Sciences, Cornell University, Ithaca, NY 14853, USA.
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25
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Abstract
The application of genomic technologies to the study of mRNA processing is increasingly conducted in metazoan organisms in order to understand the complex events that occur during and after transcription. Large-scale systems analyses of mRNA-protein interactions and mRNA dynamics have revealed specificity in mRNA transcription, splicing, transport, translation, and turnover, and have begun to make connections between the different layers of mRNA processing. Here, we review global studies of post-transcriptional processes and discuss the challenges facing our understanding of mRNA regulation in metazoan organisms. In parallel, we examine genome-scale investigations that have expanded our knowledge of RNA-binding proteins and the networks of mRNAs that they regulate.
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Affiliation(s)
- Adrienne E McKee
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
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26
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Ellis PJI, Furlong RA, Conner SJ, Kirkman-Brown J, Afnan M, Barratt C, Griffin DK, Affara NA. Coordinated transcriptional regulation patterns associated with infertility phenotypes in men. J Med Genet 2007; 44:498-508. [PMID: 17496197 PMCID: PMC2597934 DOI: 10.1136/jmg.2007.049650] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2007] [Revised: 04/26/2007] [Accepted: 04/27/2007] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Microarray gene-expression profiling is a powerful tool for global analysis of the transcriptional consequences of disease phenotypes. Understanding the genetic correlates of particular pathological states is important for more accurate diagnosis and screening of patients, and thus for suggesting appropriate avenues of treatment. As yet, there has been little research describing gene-expression profiling of infertile and subfertile men, and thus the underlying transcriptional events involved in loss of spermatogenesis remain unclear. Here we present the results of an initial screen of 33 patients with differing spermatogenic phenotypes. METHODS Oligonucleotide array expression profiling was performed on testis biopsies for 33 patients presenting for testicular sperm extraction. Significantly regulated genes were selected using a mixed model analysis of variance. Principle components analysis and hierarchical clustering were used to interpret the resulting dataset with reference to the patient history, clinical findings and histological composition of the biopsies. RESULTS Striking patterns of coordinated gene expression were found. The most significant contains multiple germ cell-specific genes and corresponds to the degree of successful spermatogenesis in each patient, whereas a second pattern corresponds to inflammatory activity within the testis. Smaller-scale patterns were also observed, relating to unique features of the individual biopsies.
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Affiliation(s)
- Peter J I Ellis
- Mammalian Molecular Genetics Group, University of Cambridge Department of Pathology, Tennis Court Rd, Cambridge, UK
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27
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He Z, Chan WY, Dym M. Microarray technology offers a novel tool for the diagnosis and identification of therapeutic targets for male infertility. Reproduction 2006; 132:11-9. [PMID: 16816329 DOI: 10.1530/rep.1.01070] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Male infertility is now a major reproductive health problem because of an increasing number of environmental pollutants and chemicals, which eventually result in gene mutations. Genetic alterations caused by environmental factors account for a significant percentage of male infertility. Microarray technology is a powerful tool capable of measuring simultaneously the expression of thousands of genes expressed in a single sample. Eventually, advances in genetic technology will allow for the diagnosis of patients with male infertility due to congenital reasons or environmental factors. Since its introduction in 1994, microarray technology has made significant advances in the identification and characterization of novel or known genes possibly correlated with male infertility in mice, as well as in humans. This provides a rational basis for the application of microarray to establishing molecular signatures for the diagnosis and gene therapy targets of male infertility. In this review, the differential gene expression patterns characterized by microarray in germ and somatic cells at different steps of development or in response to stimuli, as well as a number of novel or known genes identified to be associated with male infertility in mice and humans, are addressed. Moreover, issues pertaining to measurement reproducibility are highlighted for the application of microarray data to male infertility.
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Affiliation(s)
- Zuping He
- Department of Biochemistry and Molecular and Cellular Biology, Georgetown University Medical Center, 3900 Reservoir Road NW, Washington, District of Columbia 20057, USA
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28
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Clemente EJ, Furlong RA, Loveland KL, Affara NA. Gene expression study in the juvenile mouse testis: identification of stage-specific molecular pathways during spermatogenesis. Mamm Genome 2006; 17:956-75. [PMID: 16964443 DOI: 10.1007/s00335-006-0029-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2006] [Accepted: 05/11/2006] [Indexed: 01/30/2023]
Abstract
A gene expression time course in the juvenile mouse testis was established using cDNA microarrays derived from a variety of isolated testis cell types. In conjunction with the use of four germ cell-deficient mouse models, a stage and cell-type classification over nine time points has been obtained and analyzed for differential expression of genes. The expression profiles have been clustered into nine groups and subjected to detailed analysis of associated gene ontology. This has allowed the correlation of particular cellular processes and functions with different expression clusters. Focused analysis of transcripts involved in cell number regulation (apoptosis and proliferation) and their spatiotemporal expression patterns are presented. The findings indicate that for genes involved in both apoptosis and proliferation, several distinct pathways regulating these processes are active in somatic and germ cell lineages.
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Affiliation(s)
- Emily J Clemente
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, United Kingdom
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29
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Hansen MA, Nielsen JE, Tanaka M, Almstrup K, Skakkebaek NE, Leffers H. Identification and expression profiling of 10 novel spermatid expressed CYPT genes. Mol Reprod Dev 2006; 73:568-79. [PMID: 16477651 DOI: 10.1002/mrd.20463] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
To identify candidate genes for poor sperm morphology, we have screened for genes expressed during spermiogenesis. We identified 10 new members of the cysteine-rich perinuclear theca (CYPT) family showing that this family contains at least 15 members, which also includes the casein kinase II target genes. Based on similarity the CYPT sequences could be divided into two groups, Cypt1-10 and the novel members Cypt12-15. The 5'-end of the CYPT family is highly similar to exon1A and part of the first intron of Zfy2. Seven CYPT genes mapped to the X chromosome; six contained an intron and one was intron-less. One CYPT gene mapped to chromosome 3 and one mapped to chromosome 9 which were both intron-less. The upstream region of the CYPT family and Zfy2 genes is conserved. For some the conservation extended over a large region, however, only about 150 nucleotides is conserved among all CYPT members and Zfy2. Nevertheless, the short conserved promoter leads to essentially identical expression profiles for the CYPT family members and Zfy2, which was clearly different from the profile of Zfy1. Expression of the CYPT family and Zfy2 preceded the expression of other spermatid-specific genes such as the transition proteins and the protamines. In situ hybridization revealed a low expression in pachytene spermatocytes from stages IX-X followed by a strong upregulation in spermatids from stage VI with maximum expression in spermatids in stages VII-VIII. The CYPT family may function in the remodeling of the spermatid nucleus before condensation of the DNA.
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Affiliation(s)
- Martin A Hansen
- Department Growth and Reproduction, Rigshospitalet, Copenhagen University Hospital, GR5064, Blegdamsvej 9, DK-2100, Denmark.
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30
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Costa Y, Speed RM, Gautier P, Semple CA, Maratou K, Turner JMA, Cooke HJ. Mouse MAELSTROM: the link between meiotic silencing of unsynapsed chromatin and microRNA pathway? Hum Mol Genet 2006; 15:2324-34. [PMID: 16787967 DOI: 10.1093/hmg/ddl158] [Citation(s) in RCA: 107] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Meiotic silencing of unsynapsed chromatin (MSUC) is a key mechanism in spermatogenesis and a model system to study the dynamics of gene silencing. Here we show that MAEL, the ortholog of Drosophila's high mobility group box protein Maelstrom, is associated not only with the silenced XY body, but also with unsynapsed autosomes. Characterization of MAEL revealed that it interacts directly with the chromatin remodeler SNF5/INI1 and chromatin-associated protein SIN3B, which we also find localized to the XY body. This is the first time that a chromatin remodeler has been shown to associate with whole chromosomes. In addition, we show that MAEL is a component of the mouse meiotic nuage and its haploid cell counterpart, the chromatoid body. This is a site of accumulation of RNA and RNA processing enzymes, including proteins involved in the microRNA (miRNA) pathway. Furthermore, in the nuage, MAEL is present in a complex with germ cell specific MVH, an RNA helicase and Argonaute family members, MILI and MIWI. The presence of MAEL in these critical compartments of male germ cells and its interactions provide a link suggesting the involvement of the miRNA pathway in MSUC.
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Affiliation(s)
- Yael Costa
- MRC Human Genetics Unit, Western General Hospital, Crewe Road, Edinburgh EH4 2XU, UK
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31
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Tifft KE, Segura-Totten M, Lee KK, Wilson KL. Barrier-to-autointegration factor-like (BAF-L): a proposed regulator of BAF. Exp Cell Res 2005; 312:478-87. [PMID: 16337940 DOI: 10.1016/j.yexcr.2005.11.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2005] [Revised: 11/08/2005] [Accepted: 11/09/2005] [Indexed: 11/25/2022]
Abstract
Barrier-to-autointegration factor (BAF) is an essential chromatin protein conserved in metazoans. BAF has roles in nuclear assembly, chromatin organization, gene expression, and gonad development and is exploited by retroviruses. BAF forms stable dimers that bind nonspecifically to dsDNA and specifically to LEM-domain proteins (e.g., LAP2beta, emerin, MAN1), homeodomain transcription factors, histones, and lamin A. We characterized a protein named BAF-Like (BAF-L) that in humans is 40% identical to BAF. Overexpression studies in HeLa cells show that BAF-L, like BAF, is a predominantly nuclear protein. Recombinant BAF-L forms stable homodimers and heterodimerizes with BAF in vitro and also interacts with BAF in vivo. BAF-L does not bind significantly to DNA, LAP2beta, or emerin but can form ternary complexes in vitro with BAF plus DNA, or BAF plus LAP2beta. Levels of BAF-L mRNA were high in pancreas and testis, suggesting functions in the germline. BAF-L mRNA was detectable at low levels in eleven other tissues and undetectable in heart and skeletal muscle which are specifically affected by Emery-Dreifuss muscular dystrophy, a disease caused by mutations in either emerin or lamin A. We propose that BAF-L regulates BAF function via heterodimerization and might thereby influence tissue-specific roles of BAF.
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Affiliation(s)
- Kathryn E Tifft
- Department of Cell Biology, Johns Hopkins University School of Medicine, 725 North Wolfe St., Baltimore, MD 21205, USA
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Lin Y, Page DC. Dazl deficiency leads to embryonic arrest of germ cell development in XY C57BL/6 mice. Dev Biol 2005; 288:309-16. [PMID: 16310179 DOI: 10.1016/j.ydbio.2005.06.032] [Citation(s) in RCA: 128] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2005] [Revised: 06/01/2005] [Accepted: 06/17/2005] [Indexed: 10/25/2022]
Abstract
Genes of the DAZ family play critical roles in germ cell development in mammals and other animals. In mice, Dazl mRNA is first observed at embryonic day 11.5 (E11.5), but previous studies using Dazl-deficient mice of mixed genetic background have largely emphasized postnatal spermatogenic defects. Using an inbred C57BL/6 background, we show that Dazl is required for embryonic development and survival of XY germ cells. By E14.5, expression of germ cell markers (Mvh, Oct4, Dppa3/Stella, GCNA and MVH protein) was reduced in XY Dazl-/- gonads. By E15.5, most remaining germ cells in XY Dazl-/- embryos exhibited apoptotic morphology, and XY Dazl-/- gonads contained increased numbers of TUNEL-positive cells. The rare XY Dazl-/- germ cells that persisted until birth maintained a nuclear morphology that resembled that of wildtype germ cells at E12.5-E13.5, a critical developmental period when XY germ cells lose pluripotency and commit to a spermatogonial fate. We propose that Dazl is required as early as E12.5-E13.5, shortly after its expression is first detected, and that inbred Dazl-/- mice of C57BL/6 background provide a reproducible standard for exploring Dazl's roles in embryonic germ cell development.
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Affiliation(s)
- Yanfeng Lin
- Howard Hughes Medical Institute, Whitehead Institute, 9 Cambridge Center, Cambridge, MA 02142, USA
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Reynolds N, Collier B, Maratou K, Bingham V, Speed RM, Taggart M, Semple CA, Gray NK, Cooke HJ. Dazl binds in vivo to specific transcripts and can regulate the pre-meiotic translation of Mvh in germ cells. Hum Mol Genet 2005; 14:3899-909. [PMID: 16278232 DOI: 10.1093/hmg/ddi414] [Citation(s) in RCA: 148] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Gametogenesis is a complex process subject to strict controls at both levels of transcription and translation. Members of a family of conserved RNA-binding proteins encoded by the DAZ genes are required for the translational regulation of gene expression essential for this process. Although loss of DAZ family genes is associated with infertility in several organisms including humans, the identity of the transcripts regulated in vivo is unknown. Using a combination of immunoprecipitation and microarray analysis, we have identified a number of mRNAs that are bound by the murine Dazl protein both in vivo and in vitro. Sequence analysis shows that these transcripts contain binding sites for Dazl, which have been conserved during evolution between human, rat and mouse. We have focussed on mouse vasa homologue (Mvh), a gene that is essential for male gametogenesis, and show that Dazl stimulates translation via the Mvh 3'-UTR. Finally, we show that germ cells of Dazl null mice contain reduced levels of Mvh protein, indicating that Dazl-mediated regulation of Mvh translation is crucial for mammalian spermatogenesis.
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Affiliation(s)
- Nicola Reynolds
- MRC Human Genetics Unit, Western General Hospital, University of Edinburgh, UK
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Costa Y, Speed R, Ollinger R, Alsheimer M, Semple CA, Gautier P, Maratou K, Novak I, Höög C, Benavente R, Cooke HJ. Two novel proteins recruited by synaptonemal complex protein 1 (SYCP1) are at the centre of meiosis. J Cell Sci 2005; 118:2755-62. [PMID: 15944401 DOI: 10.1242/jcs.02402] [Citation(s) in RCA: 161] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Completion of meiosis in mammals depends on the formation of the synaptonemal complex, a tripartite structure that physically links homologous chromosomes during prophase I. Several components of the synaptonemal complex are known, including constituents of the cohesin core, the axial/lateral element and the transverse filaments. No protein has previously been identified as an exclusive component of the central element. Mutations in some synaptonemal-complex proteins results in impaired meiosis. In humans, cases of male infertility have been associated with failure to build the synaptonemal complex. To search for new components of the meiotic machinery, we have used data from microarray expression profiling and found two proteins localising solely to the central element of the mammalian synaptonemal complex. These new proteins, SYCE1 and CESC1, interact with the transverse filament protein SYCP1, and their localisation to the central element appears to depend on recruitment by SYCP1. This suggests a role for SYCE1 and CESC1 in synaptonemal-complex assembly, and perhaps also stability and recombination.
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Affiliation(s)
- Yael Costa
- MRC Human Genetics Unit, Western General Hospital, Edinburgh, UK
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Mazurais D, Montfort J, Delalande C, Le Gac F. Transcriptional analysis of testis maturation using trout cDNA macroarrays. Gen Comp Endocrinol 2005; 142:143-54. [PMID: 15862558 DOI: 10.1016/j.ygcen.2005.02.018] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2004] [Revised: 02/08/2005] [Accepted: 02/09/2005] [Indexed: 10/25/2022]
Abstract
The project seeks to identify genes involved in key stages of trout spermatogenesis and their regulation. Within the framework of the French project of farm animal genomics (AGENAE) we produced an original normalised trout testis cDNA library and obtained 1152 trout ESTs corresponding to 967 potential genes. To study the expression of those genes throughout first stages of spermatogenesis, we used nylon macroarray. Gonads in stage of immaturity (stage I), or at initiation of spermatogonial proliferation (stage II), meiosis (stage III) or spermiogenesis were selected by histological analysis. Total RNA was extracted and then used to produce complex targets labelled with [33P]dCTP and hybridised with cDNA arrays. After filtering and normalisation of hybridisation signals, genes presenting differential expression as revealed by ANOVA analysis were submitted to k-means clustering and hierarchical classification. Genes were separated into five clusters which presented distinct profiles. One cluster overexpressed in stage I could be involved in the initial events of spermatogenesis as seminiferous tubule organisation. The second cluster displays a transient increase at the beginning of testicular recrudescence (stage II). Three other clusters group several genes involved in cell proliferation and protein synthesis and modification. One is particularly down-expressed during stage I, the two others show increased expression during stages III and IV and appear to be involved in spermatogonial and meiotic proliferation and in protein metabolism linked to cellular growth. This allows us to plan further experiments to better understand the functional implication of some of the genes that are found to be significantly regulated like CDC2, hematological and neurological expressed gene 1-like protein, HCDI protein, Mago Nashi, a BMP-like, and a steroid receptor binding protein. These data demonstrate the applicability of the array based technology using our trout cDNA arrays and highlight genes that are potential targets for the control of puberty and fertility in farmed fish.
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Affiliation(s)
- D Mazurais
- INRA-SCRIBE, Equipe Sexualité et Reproduction des Poissons Campus Beaulieu, 35042 Rennes Cedex, France
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Wrobel G, Primig M. Mammalian male germ cells are fertile ground for expression profiling of sexual reproduction. Reproduction 2005; 129:1-7. [PMID: 15615893 DOI: 10.1530/rep.1.00408] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Recent large-scale transcriptional profiling experiments of mammalian spermatogenesis using rodent model systems and different types of microarrays have yielded insight into the expression program of male germ cells. These studies revealed that an astonishingly large number of loci are differentially expressed during spermatogenesis. Among them are several hundred transcripts that appear to be specific for meiotic and post-meiotic germ cells. This group includes many genes that were previously implicated in spermatogenesis and/or fertility and others that are as yet poorly characterized. Profiling experiments thus reveal candidates for regulation of spermatogenesis and fertility as well as targets for innovative contraceptives that act on gene products absent in somatic tissues. In this review, consolidated high density oligonucleotide microarray data from rodent total testis and purified germ cell samples are analyzed and their impact on our understanding of the transcriptional program governing male germ cell differentiation is discussed.
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Affiliation(s)
- Gunnar Wrobel
- Biozentrum and Swiss Institute of Bioinformatics, Klingelbergstrasse 50-70, 4056 Basel, Switzerland
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Shima JE, McLean DJ, McCarrey JR, Griswold MD. The murine testicular transcriptome: characterizing gene expression in the testis during the progression of spermatogenesis. Biol Reprod 2004; 71:319-30. [PMID: 15028632 DOI: 10.1095/biolreprod.103.026880] [Citation(s) in RCA: 403] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
One of the most promising applications of microarrays is the study of changes in gene expression associated with the growth and development of mammalian tissues. The testis provides an excellent model to determine the ability of microarrays to effectively characterize the changes in gene expression as an organ develops from birth to adulthood. To this end, a developmental testis gene expression time course profiling the expression patterns of approximately 36 000 transcripts on the Affymetrix MGU74v2 GeneChip platform at 11 distinct time points was created to gain a greater understanding of the molecular changes necessary for and elicited by the development of the testis. Additionally, gene expression profiles of isolated testicular cell types were created that can aid in the further characterization of the specific functional actions of each cell type in the testis. Statistical analysis of the data revealed 11 252 transcripts (9846 unique) expressed differentially in a significant manner. Subsequent cluster analysis produced five distinct expressional patterns within the time course. These patterns of expression are present at distinct chronological periods during testis development and often share similarities with cell-specific expression profiles. Analysis of cell-specific expression patterns produced unique and characteristic groups of transcripts that provide greater insight into the activities, biological and chronological, of testicular cell types during the progression of spermatogenesis. Further analysis of this time course can provide a distinct and more definitive view into the genes implicated, known and unknown, in the maturation, maintenance, and function of the testis and the integrated process of spermatogenesis.
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Affiliation(s)
- James E Shima
- Center for Reproductive Biology, School of Molecular Biosciences, Washington State University, Pullman, Washington 99164, USA
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Almstrup K, Nielsen JE, Hansen MA, Tanaka M, Skakkebaek NE, Leffers H. Analysis of cell-type-specific gene expression during mouse spermatogenesis. Biol Reprod 2004; 70:1751-61. [PMID: 14960480 DOI: 10.1095/biolreprod.103.026575] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
In rodents, changes in gene expression during spermatogenesis can be monitored by sampling testis from each day during postnatal development. However, changes in gene expression at the tissue level can reflect changes in the concentration of an mRNA in a specific cell type, changes in volume of specific cells, or changes in the cell-type composition. This reflects the cellularity of the tissue. Here we have combined techniques that assess the expression profiles of genes at the whole-tissue level, differential display and DNA array, and, at the level of cellularity, in situ hybridization. Combining results from these techniques allows determination of the cell-type-specific gene-expression patterns of many genes during spermatogenesis. Differential display was used to determine expression profiles with high sensitivity and independent of prior knowledge of the sequence, whereas DNA arrays quickly assess the expression profiles of all the genes. This identified three groups of gene-expression profiles. The major group corresponds to genes that are upregulated in spermatocytes during either the mid- or late- pachytene phase of spermatogenesis (stages VII-XI). This pachytene cluster was gradually extinguished in the later spermatid stages but was followed by another cluster of genes expressed in spermatids. Finally, a group of genes was downregulated during spermatogenesis and probably expressed in nongerm cells. We believe that expression of most genes can be described by a combination of these cell-type-specific expression patterns.
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Affiliation(s)
- Kristian Almstrup
- University Department of Growth and Reproduction, Rigshospitalet, Blegdamsvej 9, DK-2100 Copenhagen, Denmark.
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Forster T, Costa Y, Roy D, Cooke HJ, Maratou K. Triple-target microarray experiments: a novel experimental strategy. BMC Genomics 2004; 5:13. [PMID: 15018645 PMCID: PMC365026 DOI: 10.1186/1471-2164-5-13] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2003] [Accepted: 02/10/2004] [Indexed: 12/02/2022] Open
Abstract
Background High-throughput, parallel gene expression analysis by means of microarray technology has become a widely used technique in recent years. There are currently two main dye-labelling strategies for microarray studies based on custom-spotted cDNA or oligonucleotides arrays: (I) Dye-labelling of a single target sample with a particular dye, followed by subsequent hybridisation to a single microarray slide, (II) Dye-labelling of two different target samples with two different dyes, followed by subsequent co-hybridisation to a single microarray slide. The two dyes most frequently used for either method are Cy3 and Cy5. We propose and evaluate a novel experiment set-up utilising three differently labelled targets co-hybridised to one microarray slide. In addition to Cy3 and Cy5, this incorporates Alexa 594 as a third dye-label. We evaluate this approach in line with current data processing and analysis techniques for microarrays, and run separate analyses on Alexa 594 used in single-target, dual-target and the intended triple-target experiment set-ups (a total of 18 microarray slides). We follow this by pointing out practical applications and suitable analysis methods, and conclude that triple-target microarray experiments can add value to microarray research by reducing material costs for arrays and related processes, and by increasing the number of options for pragmatic experiment design. Results The addition of Alexa 594 as a dye-label for an additional – third – target sample works within the framework of more commonplace Cy5/Cy3 labelled target sample combinations. Standard normalisation methods are still applicable, and the resulting data can be expected to allow identification of expression differences in a biological experiment, given sufficient levels of biological replication (as is necessary for most microarray experiments). Conclusion The use of three dye-labelled target samples can be a valuable addition to the standard repertoire of microarray experiment designs. The method enables direct comparison between two experimental populations as well as measuring these two populations in relation to a third reference sample, allowing comparisons within the slide and across slides. These benefits are only offset by the added level of consideration required in the experimental design and data processing of a triple-target study design. Common methods for data processing and analysis are still applicable, but there is scope for the development of custom models for triple-target data. In summary, we do not consider the triple-target approach to be a new standard, but a valuable addition to the existing microarray study toolkit.
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Affiliation(s)
- Thorsten Forster
- Scottish Centre for Genomic Technology and Informatics, University of Edinburgh, The Chancellor's Building, College of Medicine, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
| | - Yael Costa
- MRC Human Genetics Unit, The Department of Chromosome Biology, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Douglas Roy
- Scottish Centre for Genomic Technology and Informatics, University of Edinburgh, The Chancellor's Building, College of Medicine, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
| | - Howard J Cooke
- MRC Human Genetics Unit, The Department of Chromosome Biology, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Klio Maratou
- MRC Human Genetics Unit, The Department of Chromosome Biology, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
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