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Greither T, Schumacher J, Dejung M, Behre HM, Zischler H, Butter F, Herlyn H. Fertility Relevance Probability Analysis Shortlists Genetic Markers for Male Fertility Impairment. Cytogenet Genome Res 2020; 160:506-522. [PMID: 33238277 DOI: 10.1159/000511117] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 06/26/2020] [Indexed: 12/27/2022] Open
Abstract
Impairment of male fertility is one of the major public health issues worldwide. Nevertheless, genetic causes of male sub- and infertility can often only be suspected due to the lack of reliable and easy-to-use routine tests. Yet, the development of a marker panel is complicated by the large quantity of potentially predictive markers. Actually, hundreds or even thousands of genes could have fertility relevance. Thus, a systematic method enabling a selection of the most predictive markers out of the many candidates is required. As a criterion for marker selection, we derived a gene-specific score, which we refer to as fertility relevance probability (FRP). For this purpose, we first categorized 2,753 testis-expressed genes as either candidate markers or non-candidates, according to phenotypes in male knockout mice. In a parallel approach, 2,502 genes were classified as candidate markers or non-candidates based on phenotypes in men. Subsequently, we conducted logistic regression analyses with evolutionary rates of genes (dN/dS), transcription levels in testis relative to other organs, and connectivity of the encoded proteins in a protein-protein interaction network as covariates. In confirmation of the procedure, FRP values showed the expected pattern, thus being overall higher in genes with known relevance for fertility than in their counterparts without corresponding evidence. In addition, higher FRP values corresponded with an increased dysregulation of protein abundance in spermatozoa of 37 men with normal and 38 men with impaired fertility. Present analyses resulted in a ranking of genes according to their probable predictive power as candidate markers for male fertility impairment. Thus, AKAP4, TNP1, DAZL, BRDT, DMRT1, SPO11, ZPBP, HORMAD1, and SMC1B are prime candidates toward a marker panel for male fertility impairment. Additional candidate markers are DDX4, SHCBP1L, CCDC155, ODF1, DMRTB1, ASZ1, BOLL, FKBP6, SLC25A31, PRSS21, and RNF17. FRP inference additionally provides clues for potential new markers, thereunder TEX37 and POU4F2. The results of our logistic regression analyses are freely available at the PreFer Genes website (https://prefer-genes.uni-mainz.de/).
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Affiliation(s)
- Thomas Greither
- Center for Reproductive Medicine and Andrology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Julia Schumacher
- Anthropology, Institute of Organismic and Molecular Evolution (iomE), Johannes Gutenberg University Mainz, Mainz, Germany
| | - Mario Dejung
- Quantitative Proteomics, Institute of Molecular Biology (IMB) Mainz, Mainz, Germany
| | - Hermann M Behre
- Center for Reproductive Medicine and Andrology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Hans Zischler
- Anthropology, Institute of Organismic and Molecular Evolution (iomE), Johannes Gutenberg University Mainz, Mainz, Germany
| | - Falk Butter
- Quantitative Proteomics, Institute of Molecular Biology (IMB) Mainz, Mainz, Germany
| | - Holger Herlyn
- Anthropology, Institute of Organismic and Molecular Evolution (iomE), Johannes Gutenberg University Mainz, Mainz, Germany,
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Boroujeni PB, Sabbaghian M, Totonchi M, Sodeifi N, Sarkardeh H, Samadian A, Sadighi-Gilani MA, Gourabi H. Expression analysis of genes encoding TEX11, TEX12, TEX14 and TEX15 in testis tissues of men with non-obstructive azoospermia. JBRA Assist Reprod 2018; 22:185-192. [PMID: 29932616 PMCID: PMC6106636 DOI: 10.5935/1518-0557.20180030] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Objective Spermatogenesis is a complex process controlled by a plethora of genes.
Changes in expression and function of these genes may thus lead to
spermatogenic deficiency and male infertility. TEX11, TEX12,
TEX14 and TEX15 are germ cell-specific genes
expressed in the testis. TEX11, involved in the initiation
and maintenance of chromosome synapses in meiotic chromosomes, has been
shown to be essential for meiosis and fertility in males.
TEX14, a component of intercellular bridges in germ
cells, is required for spermatogenesis and fertility. TEX12
and TEX15 are essential for correct assembly of the
synaptonemal complex and thus meiosis progression. Methods In order to examine whether changes in expression of these genes is
associated with impaired spermatogenesis, expression levels of these genes
were quantified by RT-qPCR on samples retrieved from infertile patients
submitted to diagnostic testicular biopsy at Royan institute. Samples were
divided into two groups of 18 patients with non-obstructive azoospermia
considered as case; nine patients with obstructive azoospermia were included
in the control group. Results A significant down-regulation of these genes was observed in the SCOS group
when compared to the control group. Conclusion This result suggests that regular expression of TEX11, TEX12,
TEX14 and TEX15 is essential for the early
stages of spermatogenesis.
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Affiliation(s)
- Parnaz Borjian Boroujeni
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Marjan Sabbaghian
- Department of Andrology, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Mehdi Totonchi
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran.,Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Niloofar Sodeifi
- Department of Andrology, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Homa Sarkardeh
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Azam Samadian
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Mohammad Ali Sadighi-Gilani
- Department of Andrology, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran.,Department of Urology, Shariati Hospital, Tehran University of Medical Science, Tehran, Iran
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Borjian Boroujeni P, Firouzi V, Zari Moradi S, Mokhtari P, Dehghankhalili F, Mollaahmadi F, Gourabi H, Sadighi-Gilani MA, Sabbaghian M, Mohseni-Meybodi A. Study of trinucleotide expansions and expression of androgen receptor in infertile men with abnormal spermogram referred to Royan institute. Andrologia 2018; 50:e13121. [DOI: 10.1111/and.13121] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2018] [Revised: 07/07/2018] [Accepted: 07/12/2018] [Indexed: 11/26/2022] Open
Affiliation(s)
- Parnaz Borjian Boroujeni
- Department of Genetics, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Vida Firouzi
- Department of Genetics, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
- Department of Andrology, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Shabnam Zari Moradi
- Department of Genetics, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Pegah Mokhtari
- Department of Genetics, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Faezeh Dehghankhalili
- Department of Genetics, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
- Department of Andrology, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Fahimeh Mollaahmadi
- Department of Endocrinology and Female Infertility, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Hamid Gourabi
- Department of Genetics, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Mohammad Ali Sadighi-Gilani
- Department of Andrology, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Marjan Sabbaghian
- Department of Andrology, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
| | - Anahita Mohseni-Meybodi
- Department of Genetics, Reproductive Biomedicine Research Center; Royan Institute for Reproductive Biomedicine, ACECR; Tehran Iran
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Freitas MJ, Korrodi-Gregório L, Morais-Santos F, Cruz e Silva ED, Fardilha M. TCTEX1D4 interactome in human testis: unraveling the function of dynein light chain in spermatozoa. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2014; 18:242-53. [PMID: 24606217 DOI: 10.1089/omi.2013.0133] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Studies were designed to identify the TCTEX1D4 interactome in human testis, with the purpose of unraveling putative protein complexes essential to male reproduction and thus novel TCTEX1D4 functions. TCTEX1D4 is a dynein light chain that belongs to the DYNT1/TCTEX1 family. In spermatozoa, it appears to be important to sperm motility, intraflagellar transport, and acrosome reaction. To contribute to the knowledge on TCTEX1D4 function in testis and spermatozoa, a yeast two-hybrid assay was performed in testis, which allowed the identification of 40 novel TCTEX1D4 interactors. Curiously, another dynein light chain, TCTEX1D2, was identified and its existence demonstrated for the first time in human spermatozoa. Immunofluorescence studies proved that TCTEX1D2 is an intra-acrosomal protein also present in the midpiece, suggesting a role in cargo movement in human spermatozoa. Further, an in silico profile of TCTEX1D4 revealed that most TCTEX1D4 interacting proteins were not previously characterized and the ones described present a very broad nature. This reinforces TCTEX1D4 as a dynein light chain that is capable of interacting with a variety of functionally different proteins. These observations collectively contribute to a deeper molecular understanding of the human spermatozoa function.
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Affiliation(s)
- Maria João Freitas
- Signal Transduction Laboratory, Centre for Cell Biology, Biology Department, Health Sciences Department, University of Aveiro , Aveiro, Portugal
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Yan Q, Wu X, Chen C, Diao R, Lai Y, Huang J, Chen J, Yu Z, Gui Y, Tang A, Cai Z. Developmental expression and function of DKKL1/Dkkl1 in humans and mice. Reprod Biol Endocrinol 2012; 10:51. [PMID: 22817830 PMCID: PMC3442974 DOI: 10.1186/1477-7827-10-51] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2012] [Accepted: 06/27/2012] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Experiments were designed to identify the developmental expression and function of the Dickkopf-Like1 (DKKL1/Dkkl1) gene in humans and mice. METHODS Mouse testes cDNA samples were collected at multiple postnatal times (days 4, 9, 18, 35, and 54, as well as at 6 months) and hybridized to Affymetrix mouse whole genome Genechips. To further characterize the homologous gene DKKL1 in human beings, the expression profiles between human adult testis and foetal testis were compared using Affymetrix human Genechips. The characteristics of DKKL1/Dkkl1 were analysed using various cellular and molecular biotechnologies. RESULTS The expression of Dkkl1 was not detected in mouse testes on days 4 or 9, but was present on days 18, 35, and 54, as well as at 6 months, which was confirmed by RT-PCR and Western blot results. Examination of the tissue distribution of Dkkl1 demonstrated that while Dkkl1 mRNA was abundantly expressed in testes, little to no expression of Dkkl1 was observed in the epididymis or other tissues. In an in vitro fertilization assay, a Dkkl1 antibody was found to significantly reduce fertilization. Human Genechips results showed that the hybridization signal intensity of DKKL1 was 405.56-fold higher in adult testis than in foetal testis. RT-PCR analysis of multiple human tissues indicated that DKKL1 mRNA was exclusively expressed in the testis. Western blot analysis also demonstrated that DKKL1 was mainly expressed in human testis with a molecular weight of approximately 34 kDa. Additionally, immunohistochemical staining showed that the DKKL1 protein was predominantly located in spermatocytes and round spermatids in human testes. An examination of the expression levels of DKKL1 in infertile male patients revealed that while no DKKL1 appeared in the testes of patients with Sertoli cell only syndrome (SCOS) or cryptorchidism, DKKL1 was observed with variable expression in patients with spermatogenic arrest. CONCLUSIONS These results, together with previous studies, suggest that DKKL1/Dkkl1 may play an important role in testicular development and spermatogenesis and may be an important factor in male infertility.
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Affiliation(s)
- Qiuxia Yan
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, The People's Hospital of Qingyuan, The Fifth Affiliated Hospital of Medical College of Jinan University, Qingyuan, China
| | - Xiaoping Wu
- Institute of Tissue Transplantation and Immunology, Jinan University, Guangzhou, China
| | - Cairong Chen
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, The People's Hospital of Qingyuan, The Fifth Affiliated Hospital of Medical College of Jinan University, Qingyuan, China
| | - Ruiying Diao
- Guangdong Key Lab of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yongqing Lai
- Guangdong Key Lab of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jun Huang
- Guangdong Key Lab of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jing Chen
- Guangdong Key Lab of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Shenzhen, China
| | - Zhou Yu
- Guangdong Key Lab of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yaoting Gui
- Guangdong Key Lab of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Shenzhen, China
| | - Aifa Tang
- Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Zhiming Cai
- Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
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Tang A, Yan Q, Sun L, Diao R, Yu Z, Zhang Z, Gui Y, Cai Z. Developmental expression of ACRV1 in humans and mice. Andrologia 2011; 44:16-22. [PMID: 21488928 DOI: 10.1111/j.1439-0272.2010.01095.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
To identify the developmental expression of the ACRV1 gene in humans and mice, testes cDNA samples were collected at different post-natal days (days 4, 9, 18, 35, 54, and 6 months) from Balb/c mice and were hybridised to the mouse whole genome 430 2.0 Array (Affymetrix Inc.) chip. The characteristics of ACRV1 were analysed using various cellular and molecular biotechnologies. The results showed that the expression of mouse ACRV1 was not detected in mouse testes on days 4, 9, and 18 but was present on days 35, 54, and 6 months. Using RT-PCR analysis of mouse ACRV1, we determined that mouse ACRV1 was expressed specifically in the mouse testis, and its expression began at days 35. Western blot analysis demonstrated that human ACRV1 was primarily expressed in human testes, and immunofluorescent and immunohistochemistry staining showed that human ACRV1 protein was predominantly located in round and elongated spermatids in human testes, indicating that ACRV1 may play an important role in mammalian spermatogenesis and may be a target of a contraceptive vaccine.
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Affiliation(s)
- A Tang
- Guangdong Key Lab of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
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Zhou Y, Qin D, Tang A, Zhou D, Qin J, Yan B, Diao R, Jiang Z, Cai Z, Gui Y. Developmental expression pattern of a novel gene, TSG23/Tsg23, suggests a role in spermatogenesis. Mol Hum Reprod 2009; 15:223-30. [PMID: 19240080 DOI: 10.1093/molehr/gap015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
A novel gene, TSG23/Tsg23, was identified by comparing the expression profiles of human adult and fetal testis using Affymetrix Genechips. RT-PCR analysis from multiple human and mouse tissues indicated TSG23/Tsg23 mRNA was mainly expressed in the testis. In situ hybridization revealed that TSG23/Tsg23 mRNA was located in spermatocytes and round spermatids of the seminiferous tubules in human and mouse testis. To further confirm the result from RT-PCR, the antibody for human TSG23 was generated against the protein encoded by the gene. Western blot analysis demonstrated that TSG23 was mainly expressed in human testis, with a molecular weight of about 23 kDa. Immunohistochemistry showed that TSG23 was predominantly located in spermatocytes and round spermatids, consistent with the results from in situ hybridization. In order to explore the function of TSG23 in spermatogenesis, the study compared the expression of TSG23 in the testis from fertile persons and from patients with azoospermia. The results showed that there was less expression in patients with obstructive azoospermia compared with fertile persons, and no detectable TSG23 at mRNA and protein levels in patients with non-obstructive azoospermia. The expression of Tsg23 mRNA was considerably decreased in a time-dependent manner in the testis of an azoospermic mouse model induced by Busulfan. These data suggest that TSG23/Tsg23 is involved in human and mouse spermatogenesis.
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Affiliation(s)
- Yongcui Zhou
- Department of Physiology, Medical College of Shantou University, Shantou 515041, People's Republic of China
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Xiao P, Tang A, Yu Z, Gui Y, Cai Z. Gene Expression Profile of 2058 Spermatogenesis-Related Genes in Mice. Biol Pharm Bull 2008; 31:201-6. [DOI: 10.1248/bpb.31.201] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Ping Xiao
- Shenzhen Key Lab of Male Reproduction and Genetics, Peking University Shenzhen Hospital
| | - Aifa Tang
- Shenzhen Key Lab of Male Reproduction and Genetics, Peking University Shenzhen Hospital
| | - Zhendong Yu
- Shenzhen Key Lab of Male Reproduction and Genetics, Peking University Shenzhen Hospital
| | - Yaoting Gui
- Shenzhen Key Lab of Male Reproduction and Genetics, Peking University Shenzhen Hospital
| | - Zhiming Cai
- Shenzhen Key Lab of Male Reproduction and Genetics, Peking University Shenzhen Hospital
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