研究报告

小鼠雄性生殖干细胞转录组分析揭示成熟精原干细胞特征

展开
  • 1. 中国科学技术大学,生命科学与医学部生命科学学院医药生物技术系,合肥 230026
    2. 中国科学院广州生物医药与健康研究院,细胞谱系与发育研究中心,广州 510530
郭彦,在读硕士研究生,专业方向:生物工程。E-mail: rxm749426464@qq.com

收稿日期: 2022-02-23

  修回日期: 2022-04-26

  网络出版日期: 2022-07-06

基金资助

广东省自然科学基金面上项目编号(2020A1515010882);广东省科技计划项目编号(2020B1212060052);生物岛实验室前沿探索项目资助编号(2018GZR110105021)

Transcriptome analysis of mouse male germline stem cells reveals characteristics of mature spermatogonial stem cells

Expand
  • 1. Department of Pharmaceutical Biotechnology, School of Life Sciences, Department of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China
    2. Center for Cell Lineage and Development,Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510530, China

Received date: 2022-02-23

  Revised date: 2022-04-26

  Online published: 2022-07-06

Supported by

Supported by the Natural Science Foundation of Guangdong Province No(2020A1515010882);Science and Technology Planning Project of Guangdong Province No(2020B1212060052);the Frontier Research Program of Guangzhou Regenerative Medicine and Health, Bioland Laboratory No(2018GZR110105021)

摘要

精原干细胞(spermatogonial stem cells, SSCs)是成年动物睾丸中的成体干细胞,具有自我更新与分化的能力。小鼠(Mus musculus)精原干细胞来源于胚胎期的原始生殖细胞(primodial germ cells, PGCs),小鼠出生前原始生殖细胞处于有丝分裂静止状态,出生后恢复增殖并由曲细精管中央迁移至管壁基质,建立稳定的精原干细胞克隆。成熟小鼠的精原干细胞周期性地启动精子发生以维持雄性动物长期稳定的生殖能力。精原干细胞在其建立和成熟后是否具有特征上的差异目前尚不清楚。本研究在前期建立的不同年龄小鼠精原干细胞(表达多能性基因Pou5f1编码的OCT4)转录组数据基础上,对小鼠新生期(出生后3天)、幼年期(出生后7天)和成熟期(2~3月龄)精原干细胞的基因表达差异进行了生物信息学分析,包括差异表达基因(differentially expression genes, DEGs)的筛选、DEGs编码的蛋白相互作用网络(protein-protein interaction, PPI)的建立、功能聚类富集(Gene Ontology, GO)和通路分析(Kyoto Encyclopedia of Genes and Genomes, KEGG),以及使用基于GO、KEGG和HALLMARK的基因集富集分析(gene set enrichment analysis, GSEA)。结果显示,OCT4阳性精原干细胞在小鼠新生期、幼年期和成熟期存在大量差异表达基因,所编码的蛋白主要生物学功能集中在生物合成和能量代谢、免疫反应、细胞连接和迁移以及细胞分化等方面。精原干细胞细胞膜成分的显著变化可能影响精原干细胞的超敏反应、细胞间相互作用以及对细胞外环境因子的应答反应。在能量代谢方式上,随着年龄的增加,OCT4阳性精原干细胞逐渐从线粒体氧化磷酸化作用转变为糖酵解作用,同时也显著减少了细胞内核糖体形成相关基因的转录。这些结果为进一步研究雄性生殖干细胞形成和成熟的调控机制提供了新的思路。

本文引用格式

郭彦, 杨乐乐, 戚华宇 . 小鼠雄性生殖干细胞转录组分析揭示成熟精原干细胞特征[J]. 遗传, 2022 , 44(7) : 591 -608 . DOI: 10.16288/j.yczz.22-047

Abstract

Spermatogonial stem cells (SSCs) are adult stem cells in the testis of male animals and have the ability in self-renewal and differentiation. SSCs are derived from primordial germ cells (PGCs) that are mitotically arrested in the embryo before birth. Following the birth of the animal, PGCs resume mitosis and migrate from the centre of the seminiferous tubules to the basement membrane. The descendent of PGCs (also called gonocytes) establish stable SSC colonies in about a week postnatally in order to support the life-long spermatogenesis. Whether SSCs at different developmental stages differ in their molecular and cellular characteristics is currently unclear. In the presented study, we conducted bioinformatics analyses using transcriptomics data established previously in the laboratory on OCT4 (encoded by the pluripotent gene Pou5f1) expressing SSCs from the neonatal (3 days-post-partum, 3-dpp), juvenile (7-dpp) and adult (2~3-month) mice, including screen of differentially expressed genes (DEGs), protein-protein interaction (PPI) network analysis of DEGs and clustering of sub-networks from PPI. GO (Gene Ontology) and KEGG (Kyoto Encyclopedia of Genes and Genomes) analyses were also performed on clustered sub-networks of the PPI. In addition, all genes were analyzed using GSEA (gene set enrichment analysis) based on GO, KEGG and HALLMARK gene sets. The results showed that SSCs have a large number of DEGs among OCT4-positive SSCs from neonatal, juvenile and adult mice. The distinguishable biological functions encoded by these DEGs include biosynthesis and energy metabolism, immune response, cell junction and expression of migration and cell differentiation-related genes. Significant changes in the cell membrane composition of OCT4-positive SSCs may not only cause hypersensitive immune reactions but also affect the cell-cell contact and responses to secreted cytokines in the extracellular environment. The results also suggest that OCT4-positive SSCs may shift metabolic state from oxidative phosphorylation to glycolysis and significantly reduce the transcription of genes related to ribosome formation during aging. These results provide new clues for future research on the regulatory mechanisms of male germline stem cell development, growth and aging.

参考文献

[1] Vander Borght M, Wyns C. Fertility and infertility: definition and epidemiology. Clin Biochem, 2018, 62:2-10.
[2] Agarwal A, Baskaran S, Parekh N, Cho CL, Henkel R, Vij S, Arafa M, Panner Selvam MK, Shah R. Male infertility. Lancet, 2021, 397(10271):319-333.
[3] Phillips BT, Gassei K, Orwig KE. Spermatogonial stem cell regulation and spermatogenesis. Philos Trans R Soc Lond B Biol Sci, 2010, 365(1546):1663-1678.
[4] Mei XX, Wang J, Wu J. Extrinsic and intrinsic factors controlling spermatogonial stem cell self-renewal and differentiation. Asian J Androl, 2015, 17(3):347-354.
[5] Jan SZ, Vormer TL, Jongejan A, Röling MD, Silber SJ, de Rooij DG, Hamer G, Repping S, van Pelt AMM. Unraveling transcriptome dynamics in human spermatogenesis. Development, 2017, 144(20):3659-3673.
[6] Izadyar F, Den Ouden K, Stout TAE, Stout J, Coret J, Lankveld DPK, Spoormakers TJP, Colenbrander B, Oldenbroek JK, Van der Ploeg KD, Woelders H, Kal HB, De Rooij DG. Autologous and homologous transplantation of bovine spermatogonial stem cells. Reproduction, 2003, 126(6):765-774.
[7] Schlatt S, Foppiani L, Rolf C, Weinbauer GF, Nieschlag E. Germ cell transplantation into X-irradiated monkey testes. Hum Reprod, 2002, 17(1):55-62.
[8] Jahnukainen K, Ehmcke J, Quader MA, Saiful Huq M, Epperly MW, Hergenrother S, Nurmio M, Schlatt S. Testicular recovery after irradiation differs in prepubertal and pubertal non-human primates, and can be enhanced by autologous germ cell transplantation. Hum Reprod, 2011, 26(8):1945-1954.
[9] Hermann BP, Sukhwani M, Winkler F, Pascarella JN, Peters KA, Sheng Y, Valli H, Rodriguez M, Ezzelarab M, Dargo G, Peterson K, Masterson K, Ramsey C, Ward T, Lienesch M, Volk A, Cooper DK, Thomson AW, Kiss JE, Penedo MCT, Schatten GP, Mitalipov S, Orwig KE. Spermatogonial stem cell transplantation into rhesus testes regenerates spermatogenesis producing functional sperm. Cell Stem Cell, 2012, 11(5):715-726.
[10] Nakagawa T, Sharma M, Nabeshima Y, Braun RE, Yoshida S. Functional hierarchy and reversibility within the murine spermatogenic stem cell compartment. Science, 2010, 328(5974):62-67.
[11] Carrieri C, Comazzetto S, Grover A, Morgan M, Buness A, Nerlov C, O'Carroll D. A transit-amplifying population underpins the efficient regenerative capacity of the testis. J Exp Med, 2017, 214(6):1631-1641.
[12] La HM, Mäkelä JA, Chan AL, Rossello FJ, Nefzger CM, Legrand JMD, De Seram M, Polo JM, Hobbs RM. Identification of dynamic undifferentiated cell states within the male germline. Nat Commun, 2018, 9(1):2819.
[13] Clevers H, Watt FM. Defining adult stem cells by function, not by phenotype. Annu Rev Biochem, 2018, 87:1015-1027.
[14] Mäkelä JA, Hobbs RM. Molecular regulation of spermatogonial stem cell renewal and differentiation. Reproduction, 2019, 158(5):R169-R187.
[15] Nagano M, Avarbock MR, Brinster RL. Pattern and kinetics of mouse donor spermatogonial stem cell colonization in recipient testes. Biol Reprod, 1999, 60(6):1429-1436.
[16] Nagano MC. Homing efficiency and proliferation kinetics of male germ line stem cells following transplantation in mice. Biol Reprod, 2003, 69(2):701-707.
[17] Forbes CM, Flannigan R, Schlegel PN. Spermatogonial stem cell transplantation and male infertility: current status and future directions. Arab J Urol, 2017, 16(1):171-180.
[18] Schmidt JA, Abramowitz LK, Kubota H, Wu X, Niu Z, Avarbock MR, Tobias JW, Bartolomei MS, Brinster RL. In vivo and in vitro aging is detrimental to mouse spermatogonial stem cell function. Biol Reprod, 2011, 84(4):698-706.
[19] Kanatsu-Shinohara M, Ogonuki N, Iwano T, Lee J, Kazuki Y, Inoue K, Miki H, Takehashi M, Toyokuni S, Shinkai Y, Oshimura M, Ishino F, Ogura A, Shinohara T. Genetic and epigenetic properties of mouse male germline stem cells during long-term culture. Development, 2005, 132(18):4155-4163.
[20] Subash SK, Kumar PG. Spermatogonial stem cells: a story of self-renewal and differentiation. Front Biosci (Landmark Ed), 2021, 26:163-205.
[21] Zhao X, Yang HQ. Progress on spermatogonial stem cells of large animals. Hereditas(Beijing), 2019, 41(8):686-702.
[21] 赵鑫, 杨化强. 大动物精原干细胞研究进展. 遗传, 2019, 41(8):686-702.
[22] Mäkelä JA, Toppari J. Spermatogenesis. In: Simoni M, Huhtaniemi I, eds. Endocrinology of the Testis and Male Reproduction. Endocrinology. Springer Cham, 2017, 417-455.
[23] Liao JY, Suen HC, Luk ACS, Yang LL, Lee AWT, Qi HY, Lee TL. Transcriptomic and epigenomic profiling of young and aged spermatogonial stem cells reveals molecular targets regulating differentiation. PLoS Genet, 2021, 17(7):e1009369.
[24] Yang LL, Wu W, Qi HY. Gene expression profiling revealed specific spermatogonial stem cell genes in mouse. Genesis, 2013, 51(2):83-96.
[25] Kim D, Langmead B, Salzberg SL. HISAT: a fast spliced aligner with low memory requirements. Nat Methods, 2015, 12(4):357-360.
[26] Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol, 2014, 15(12):550.
[27] Jiang YA, Leng JX, Lin QX, Zhou F. Epithelial- mesenchymal transition related genes in unruptured aneurysms identified through weighted gene coexpression network analysis. Sci Rep, 2022, 12(1):225.
[28] Szklarczyk D, Gable AL, Nastou KC, Lyon D, Kirsch R, Pyysalo S, Doncheva NT, Legeay M, Fang T, Bork P, Jensen LJ, von Mering C. The STRING database in 2021: customizable protein-protein networks, and functional characterization of user-uploaded gene/measurement sets. Nucleic Acids Res, 2021, 49(D1):D605-D612.
[29] Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, Amin N, Schwikowski B, Ideker T. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res, 2003, 13(11):2498-2504.
[30] Bader GD, Hogue CWV. An automated method for finding molecular complexes in large protein interaction networks. BMC Bioinformatics, 2003, 4:2.
[31] Dennis G Jr, Sherman BT, Hosack DA, Yang J, Gao W, Lane HC, Lempicki RA. DAVID: database for annotation, visualization, and integrated discovery. Genome Biol, 2003, 4(5):P3.
[32] Liberzon A, Subramanian A, Pinchback R, Thorvaldsdóttir H, Tamayo P, Mesirov JP. Molecular signatures database (MSigDB) 3.0. Bioinformatics, 2011, 27(12):1739-1740.
[33] Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, Mesirov JP. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA, 2005, 102(43):15545-15550.
[34] Liberzon A, Birger C, Thorvaldsdóttir H, Ghandi M, Mesirov JP, Tamayo P. The Molecular Signatures Database (MSigDB) hallmark gene set collection. Cell Syst, 2015, 1(6):417-425.
[35] Liberzon A. A description of the Molecular Signatures Database (MSigDB) Web site. Methods Mol Biol, 2014, 1150:153-160.
[36] Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, 1995, 57(1):289-300.
[37] Wang T, Zhang XY, Chen QY, Deng TT, Zhang Y, Li N, Shang T, Chen YM, Han DS. Toll-like receptor 3-initiated antiviral responses in mouse male germ cells in vitro. Biol Reprod, 2012, 86(4):106.
[38] Chen QY, Zhu WW, Liu ZH, Yan KQ, Zhao ST, Han DS. Toll-like receptor 11-initiated innate immune response in male mouse germ cells. Biol Reprod, 2014, 90(2):38.
[39] Mathieu M, Névo N, Jouve M, Valenzuela JI, Maurin M, Verweij FJ, Palmulli R, Lankar D, Dingli F, Loew D, Rubinstein E, Boncompain G, Perez F, Théry C. Specificities of exosome versus small ectosome secretion revealed by live intracellular tracking of CD63 and CD9. Nat Commun, 2021, 12(1):4389.
[40] Mangold CA, Masser DR, Stanford DR, Bixler GV, Pisupati A, Giles CB, Wren JD, Ford MM, Sonntag WE, Freeman WM. CNS-wide sexually dimorphic induction of the major histocompatibility Complex 1 pathway with aging. J Gerontol A Biol Sci Med Sci, 2017, 72(1):16-29.
[41] Son M, Diamond B, Santiago-Schwarz F. Fundamental role of C1q in autoimmunity and inflammation. Immunol Res, 2015, 63(1-3):101-106.
[42] Kanatsu-Shinohara M, Ogonuki N, Matoba S, Ogura A, Shinohara T. Autologous transplantation of spermatogonial stem cells restores fertility in congenitally infertile mice. Proc Natl Acad Sci USA, 2020, 117(14):7837-7844.
[43] Lord T, Nixon B. Metabolic changes accompanying spermatogonial stem cell differentiation. Dev Cell, 2020, 52(4):399-411.
[44] Park MH, Park JE, Kim MS, Lee KY, Hwang JY, Yun JI, Choi JH, Lee E, Lee ST. Effects of extracellular matrix protein-derived signaling on the maintenance of the undifferentiated state of spermatogonial stem cells from porcine neonatal testis. Asian-Australas J Anim Sci, 2016, 29(10):1398-1406.
[45] Shinohara T, Avarbock MR, Brinster RL. Beta1- and alpha6-integrin are surface markers on mouse spermatogonial stem cells. Proc Natl Acad Sci USA, 1999, 96(10):5504-5509.
[46] Domke LM, Rickelt S, Dörflinger Y, Kuhn C, Winter-Simanowski S, Zimbelmann R, Rosin-Arbesfeld R, Heid H, Franke WW. The cell-cell junctions of mammalian testes: I. The adhering junctions of the seminiferous epithelium represent special differentiation structures. Cell Tissue Res, 2014, 357(3):645-665.
[47] Morimoto H, Ogonuki N, Kanatsu-Shinohara M, Matoba S, Ogura A, Shinohara T. Spermatogonial stem cell transplantation into nonablated mouse recipient testes. Stem Cell Reports, 2021, 16(7):1832-1844.
[48] Zhao ST, Zhu WW, Xue SP, Han DS. Testicular defense systems: immune privilege and innate immunity. Cell Mol Immunol, 2014, 11(5):428-437.
[49] Yule TD, Montoya GD, Russell LD, Williams TM, Tung KS. Autoantigenic germ cells exist outside the blood testis barrier. J Immunol, 1988, 141(4):1161-1167.
[50] Setchell BP. The testis and tissue transplantation: historical aspects. J Reprod Immunol, 1990, 18(1):1-8.
[51] Formosa LE, Ryan MT. Mitochondrial OXPHOS complex assembly lines. Nat Cell Biol, 2018, 20(5):511-513.
[52] Moussaieff A, Rouleau M, Kitsberg D, Cohen M, Levy G, Barasch D, Nemirovski A, Shen-Orr S, Laevsky I, Amit M, Bomze D, Elena-Herrmann B, Scherf T, Nissim-Rafinia M, Kempa S, Itskovitz-Eldor J, Meshorer E, Aberdam D, Nahmias Y. Glycolysis-mediated changes in acetyl-CoA and histone acetylation control the early differentiation of embryonic stem cells. Cell Metab, 2015, 21(3):392-402.
[53] Voigt AL, Thiageswaran S, de Lima E Martins Lara N, Dobrinski I. Metabolic requirements for spermatogonial stem cell establishment and maintenance in vivo and in vitro. Int J Mol Sci, 2021, 22(4):1998.
[54] Brinster RL, Troike DE. Requirements for blastocyst development in vitro. J Anim Sci, 1979, 49Suppl 2: 26-34.
[55] Butcher L, Coates A, Martin KL, Rutherford AJ, Leese HJ. Metabolism of pyruvate by the early human embryo. Biol Reprod, 1998, 58(4):1054-1056.
[56] Gardner DK, Lane M, Stevens J, Schoolcraft WB. Noninvasive assessment of human embryo nutrient consumption as a measure of developmental potential. Fertil Steril, 2001, 76(6):1175-1180.
[57] Leese HJ, Barton AM. Pyruvate and glucose uptake by mouse ova and preimplantation embryos. J Reprod Fertil, 1984, 72(1):9-13.
[58] Leese HJ. Metabolism of the preimplantation embryo: 40 years on. Reproduction, 2012, 143(4):417-427.
[59] Tischler J, Gruhn WH, Reid J, Allgeyer E, Buettner F, Marr C, Theis F, Simons BD, Wernisch L, Surani MA. Metabolic regulation of pluripotency and germ cell fate through α-ketoglutarate. EMBO J, 2019, 38(1):e99518.
[60] Yoshida S. Open niche regulation of mouse spermatogenic stem cells. Dev Growth Differ, 2018, 60(9):542-552.
[61] Hayashi Y, Otsuka K, Ebina M, Igarashi K, Takehara A, Matsumoto M, Kanai A, Igarashi K, Soga T, Matsui Y. Distinct requirements for energy metabolism in mouse primordial germ cells and their reprogramming to embryonic germ cells. Proc Natl Acad Sci USA, 2017, 114(31):8289-8294.
[62] Voigt AL, Kondro DA, Powell D, Valli-Pulaski H, Ungrin M, Stukenborg JB, Klein C, Lewis IA, Orwig KE, Dobrinski I. Unique metabolic phenotype and its transition during maturation of juvenile male germ cells. FASEB J, 2021, 35(5):e21513.
[63] Sohni A, Tan K, Song HW, Burow D, de Rooij DG, Laurent L, Hsieh TC, Rabah R, Hammoud SS, Vicini E, Wilkinson MF. The neonatal and adult human testis defined at the single-cell level. Cell Rep, 2019, 26(6): 1501-1517.e4.
文章导航

/