Application of single-cell RNA sequencing on human testicular samples: a comprehensive review

被引:14
|
作者
Dong, Fan [1 ,2 ]
Ping, Ping [1 ,2 ]
Ma, Yi [1 ,2 ,4 ]
Chen, Xiang-Feng [1 ,2 ,3 ,4 ]
机构
[1] Shanghai Jiao Tong Univ, Ren Ji Hosp, Ctr Reprod Med, Sch Med, Shanghai, Peoples R China
[2] Shanghai Key Lab Assisted Reprod & Reprod Genet, Shanghai, Peoples R China
[3] Shanghai Human Sperm Bank, Shanghai, Peoples R China
[4] 845 Lingshan Rd, Shanghai 200135, Peoples R China
来源
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES | 2023年 / 19卷 / 07期
关键词
single -cell RNA sequencing; human testis; male gonad; spermatogenesis; bioinformatic analysis; SPERMATOGONIAL STEM-CELLS; PRIMORDIAL GERM-CELLS; NONOBSTRUCTIVE AZOOSPERMIA; GENE-EXPRESSION; TRANSCRIPTOME ANALYSIS; KLINEFELTER SYNDROME; TESTIS DEVELOPMENT; ANALYSIS REVEALS; SCRNA-SEQ; IN-VIVO;
D O I
10.7150/ijbs.82191
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
So far there has been no comprehensive review using systematic literature search strategies to show the application of single-cell RNA sequencing (scRNA-seq) in the human testis of the whole life cycle (from embryos to aging males). Here, we summarized the application of scRNA-seq analyses on various human testicular biological samples. A systematic search was conducted in PubMed and Gene Expression Omnibus (GEO), focusing on English researches published after 2009. Articles related to GEO data-series were also retrieved in PubMed or BioRxiv. 81 full-length studies were finally included in the review. ScRNA-seq has been widely used on different human testicular samples with various library strategies, and new cell subtypes such as State 0 spermatogonial stem cells (SSC) and stage_a/b/c Sertoli cells (SC) were identified. For the development of normal testes, scRNA-seq-based evidence showed dynamic transcriptional changes of both germ cells and somatic cells from embryos to adults. And dysregulated metabolic signaling or hedgehog signaling were revealed by scRNA-seq in aged SC or Leydig cells (LC), respectively. For infertile males, scRNA-seq studies revealed profound changes of testes, such as the increased proportion of immature SC/LC of Klinefelter syndrome, the somatic immaturity and altered germline autophagy of patients with non-obstructive azoospermia, and the repressed differentiation of SSC in trans-females receiving testosterone inhibition therapy. Besides, the re-analyzing of public scRNA-seq data made further discoveries such as the potential vulnerability of testicular SARS-CoV-2 infection, and both evolutionary conservatism and divergence among species. ScRNA-seq analyses would unveil mechanisms of testes' development and changes so as to help developing novel treatments for male infertility.
引用
收藏
页码:2167 / 2197
页数:31
相关论文
共 50 条
  • [1] Single-cell RNA sequencing technology in human spermatogenesis: Progresses and perspectives
    Jia, Hanbo
    Wang, Wei
    Zhou, Zhaowen
    Chen, Zhiyi
    Lan, Zijun
    Bo, Hao
    Fan, Liqing
    MOLECULAR AND CELLULAR BIOCHEMISTRY, 2024, 479 (08) : 2017 - 2033
  • [2] Advances in application of single-cell RNA sequencing in cardiovascular research
    Hu, Yue
    Zhang, Ying
    Liu, Yutong
    Gao, Yan
    San, Tiantian
    Li, Xiaoying
    Song, Sensen
    Yan, Binglong
    Zhao, Zhuo
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [3] The Application of Single-Cell RNA Sequencing in Studies of Autoimmune Diseases: a Comprehensive Review
    Zhao, Mingming
    Jiang, Jiao
    Zhao, Ming
    Chang, Christopher
    Wu, Haijing
    Lu, Qianjin
    CLINICAL REVIEWS IN ALLERGY & IMMUNOLOGY, 2021, 60 (01) : 68 - 86
  • [4] The Application of Single-Cell RNA Sequencing in Studies of Autoimmune Diseases: a Comprehensive Review
    Mingming Zhao
    Jiao Jiang
    Ming Zhao
    Christopher Chang
    Haijing Wu
    Qianjin Lu
    Clinical Reviews in Allergy & Immunology, 2021, 60 : 68 - 86
  • [5] A Review and New Insights Into Spermatogenesis From Single-Cell RNA Sequencing
    Wang, Zhiqiang
    Xiao, Nan
    Han, Qing
    Qi, Yunjia
    Shi, Deshun
    Luo, Chan
    REPRODUCTION IN DOMESTIC ANIMALS, 2025, 60 (02)
  • [6] Review of Single-Cell RNA Sequencing in the Heart
    Yamada, Shintaro
    Nomura, Seitaro
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (21) : 1 - 15
  • [7] Overview of single-cell RNA sequencing analysis and its application to spermatogenesis research
    Suzuki, Takahiro
    REPRODUCTIVE MEDICINE AND BIOLOGY, 2023, 22 (01)
  • [8] The Application of Single-Cell RNA Sequencing in Mammalian Meiosis Studies
    Peng, Yiheng
    Qiao, Huanyu
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [9] Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review
    Brendel, Matthew
    Su, Chang
    Bai, Zilong
    Zhang, Hao
    Elemento, Olivier
    Wang, Fei
    GENOMICS PROTEOMICS & BIOINFORMATICS, 2022, 20 (05) : 814 - 835
  • [10] Application of Single-Cell RNA Sequencing in Ovarian Development
    Gong, Xiaoqin
    Zhang, Yan
    Ai, Jihui
    Li, Kezhen
    BIOMOLECULES, 2023, 13 (01)