|
|
|
ASTON et al. 2009, Journal of Andrology. |
A genome-wide association study of men with azoospermia and oligozoospermia |
|
Human |
Genome |
Genome-wide Association Study |
HP:0011961: Non-obstructive azoospermia, HP:0000798: Oligozoospermia, HP:control |
|
|
|
|
|
ASTON et al. 2010, Human Reproduction. |
Candidate polymorphisms for association with oligozoospermia or azoospermia |
|
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:0000798: Oligozoospermia, HP:control |
|
|
|
|
|
DALGAARD et al. 2012, Journal of Medical Genetics. |
Identification of markers using GWAS (Discovery stage) |
BMP7, KITLG, TGFBR3 |
Human |
Genome |
Genome-wide Association Study |
HP:0000789: Infertility, HP:control, HP:0100728: Germ cell neoplasia, HP:0000047: Hypospadias, HP:0008715: Testicular dysgenesis, HP:0000028: Cryptorchidism |
|
|
|
|
|
DALGAARD et al. 2012, Journal of Medical Genetics. |
Validation Stage |
BMP7, KITLG, TGFBR3 |
Human |
Genome |
Targeted Genotyping |
HP:control, HP:0100728: Germ cell neoplasia, HP:0008715: Testicular dysgenesis, HP:0000028: Cryptorchidism |
|
|
|
|
|
DALGAARD et al. 2012, Journal of Medical Genetics. |
Geneexpression on testiular level |
BMP7, KITLG, TGFBR3 |
Human |
Proteome |
Other |
|
BTO_0001363: testis, BTO_0000279: testicular cancer cell |
|
|
|
|
HU et al. 2014, Nature Communication. |
Discovery Stage |
CDC42BPA, MIR133B-IL17A, HLA-DRA, ABLIM1, RGS9, TMEM132E-CCT6B |
Human |
Genome |
Genome-wide Association Study |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
HU et al. 2014, Nature Communication. |
Replication 1 |
CDC42BPA, MIR133B-IL17A, HLA-DRA, ABLIM1, RGS9, TMEM132E-CCT6B |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
HU et al. 2014, Nature Communication. |
Replication 2 |
CDC42BPA, MIR133B-IL17A, HLA-DRA, ABLIM1, RGS9, TMEM132E-CCT6B |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
HU et al. 2014, Nature Communication. |
Replication 3 |
CDC42BPA, MIR133B-IL17A, HLA-DRA, ABLIM1, RGS9, TMEM132E-CCT6B |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
KOSOVA et al. 2012, The American Journal of Human Genetics. |
SNPs Associated with Family Size in Males |
USP8, UBD, EPSTI1, LRRC32 |
Human |
Genome |
Genome-wide Association Study |
HP:control |
|
|
|
|
|
KOSOVA et al. 2012, The American Journal of Human Genetics. |
SNPs Associated with Birth Rate in Males |
USP8, UBD, EPSTI1, LRRC32 |
Human |
Genome |
Genome-wide Association Study |
HP:control |
|
|
|
|
|
KOSOVA et al. 2012, The American Journal of Human Genetics. |
Replication |
USP8, UBD, EPSTI1, LRRC32 |
Human |
Genome |
Targeted Genotyping |
HP:control |
|
|
|
|
|
SATO et al. 2013, Biology of Reproduction. |
Replication 1 |
|
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
SATO et al. 2013, Biology of Reproduction. |
Replication 2 |
|
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
SATO et al. 2013, Biology of Reproduction. |
Meta-analysis of replicaton 1 and replication 2 |
|
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
ZHAO et al. 2012, The American Journal of Human Genetics. |
Discovery Stage |
HLA-DRA, C6orf10, BTNL2 |
Human |
Genome |
Genome-wide Association Study |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
ZHAO et al. 2012, The American Journal of Human Genetics. |
Replication 1 |
HLA-DRA, C6orf10, BTNL2 |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
ZHAO et al. 2012, The American Journal of Human Genetics. |
Replication 2 |
HLA-DRA, C6orf10, BTNL2 |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
ZHAO et al. 2012, The American Journal of Human Genetics. |
Meta-analysis of discovery stage, replicaton 1 and replication 2 |
HLA-DRA, C6orf10, BTNL2 |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
IRIE et al. 2017, Cell. |
RNA-Seq results for human PGCLCs, PGCs, and TCam-2 Seminoma cells |
SOX17, BLIMP1 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0000379: embryo, BTO_0000279: testicular cancer cell |
CL_0002322: embryonic stem cell, CL_0002322: embryonic stem cell, , CL_0000670: primordial germ cell, CL_0002371: somatic cell, CL_0002322: embryonic stem cell |
|
|
|
IRIE et al. 2017, Cell. |
Comparison of conventional and naive (4i) hESCs |
SOX17, BLIMP1 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0000379: embryo |
CL_0002322: embryonic stem cell, CL_0002322: embryonic stem cell |
|
|
|
GKOUNTELA et al. 2015, Cell. |
Transcriptional landmarks of human prenatal germline development |
|
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0000975: ovary, BTO_0001363: testis |
CL_0000670: primordial germ cell, , CL_0002322: embryonic stem cell |
|
|
|
GKOUNTELA et al. 2015, Cell. |
DNA methylation in the human germline using developmental landmarks as guides |
|
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0000975: ovary, BTO_0001363: testis |
CL_0000670: primordial germ cell, , CL_0002322: embryonic stem cell,
|
|
|
|
GUO et al. 2018, Cell Research. |
Cell partitioning through the analysis of single cell transcriptomes |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
PLANA_0000219: spermatogonial stem cell, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000019: sperm, CL_0000115: endothelial cell, CL_0000216: Sertoli cell, CL_0000178: Leydig cell, CL_0000020: spermatogonium, CL_0000235: macrophage, CL_0002481: peritubular myoid cell |
|
|
|
GUO et al. 2018, Cell Research. |
Similarity between adult state 0 spermatogonia and infant germ cells |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000586: germ cell |
|
|
|
SUGAWA et al. 2015, The EMBO Journal. |
Mesoderm-committed PGC-precursor formation from human PSCs and further differentiation towards PGCLC |
PRDM14 |
Human |
Transcriptome |
Microarray |
|
|
CL_0002322: embryonic stem cell, CL_0002248: pluripotent stem cell, , CL_0000670: primordial germ cell |
|
|
|
SUGAWA et al. 2015, The EMBO Journal. |
PGCLC characterization shows global progress of epigenetic reprogramming similar to in vivo PGCs |
PRDM14 |
Human |
Methylome |
Targeted Deep Bisulfite Sequencing |
|
|
CL_0002322: embryonic stem cell, CL_0002248: pluripotent stem cell,
|
|
|
|
SUGAWA et al. 2015, The EMBO Journal. |
OCT4+/BLIMP1+ PGC precursors contribute to the subsequent generation of PGCLCs with similar gene expression compared to mice |
PRDM14 |
Human, Mouse |
Transcriptome |
Microarray |
|
|
CL_0002322: embryonic stem cell, CL_0002248: pluripotent stem cell,
|
|
|
|
SUGAWA et al. 2015, The EMBO Journal. |
Transcriptomics analysis suggests that mouse Prdm14-regulated genes are controlled by different mechanisms in human and mouse PGCs |
PRDM14 |
Human, Mouse |
Transcriptome |
Microarray |
|
|
CL_0002248: pluripotent stem cell, ,
|
|
|
|
SASAKI et al. 2015, Cell Stem Cell. |
Differentially expressed genes, compared between key cell types during human PGCLC induction |
BLIMP1 |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0000089: blood |
CL_0002248: pluripotent stem cell, , , CL_2000001: peripheral blood mononuclear cell |
|
|
|
SASAKI et al. 2015, Cell Stem Cell. |
Differentially expressed genes, compared between key cell types during murine PGCLC induction |
BLIMP1 |
Mouse |
Transcriptome |
Bulk RNA-Sequencing |
|
|
CL_0002322: embryonic stem cell, , , CL_0000352: epiblast cell, , CL_0002248: pluripotent stem cell |
|
|
|
SASAKI et al. 2015, Cell Stem Cell. |
Epigenetic properties of hPGCLCs affecting imprinting regions |
BLIMP1 |
Human |
Methylome |
Other |
|
|
CL_0002248: pluripotent stem cell,
|
|
|
|
SASAKI et al. 2015, Cell Stem Cell. |
A Critical Function of BLIMP1 in hPGCLC Specification |
BLIMP1 |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
|
, CL_0002248: pluripotent stem cell |
|
|
|
OMRAN et al. 2008, Nature. |
|
Ktu, PF13 |
Medaka, Human, Chlamydomonas, Mouse |
Other |
Functional Study |
HP:0012265: Ciliary dyskinesia |
|
|
|
|
|
OLBRICH et al. 2012, Journal of Human Genetics. |
|
HYDIN |
Human |
Other |
Functional Study |
HP:0012265: Ciliary dyskinesia |
|
CL_0000066: epithelial cell, CL_0000019: sperm |
|
|
|
PAFF et al. 2017, The American Journal of Human Genetics. |
|
PIH1D3 |
Human |
Other |
Functional Study |
HP:0012265: Ciliary dyskinesia |
|
CL_0000066: epithelial cell, CL_0000019: sperm |
|
|
|
HÖBEN et al. 2018, The American Journal of Human Genetics. |
|
C11orf70 |
Human |
Other |
Functional Study |
HP:0012265: Ciliary dyskinesia |
BTO_0000089: blood |
CL_0000066: epithelial cell, CL_0000542: lymphocyte, CL_0000019: sperm |
|
|
|
TA-SHMA et al. 2018, PLoS Genetics. |
|
MNS1, DNAH5 |
Human |
Other |
Functional Study |
HP:0012864: Abnormal sperm morphology |
|
CL_0000066: epithelial cell, CL_0000019: sperm |
|
|
|
BEN KHELIFA et al. 2014, The American Journal of Human Genetics. |
|
DNAH1 |
Human |
Other |
Functional Study |
HP:0012265: Ciliary dyskinesia |
BTO_0001388: trachea |
CL_0000019: sperm |
|
|
|
TANG et al. 2017, The American Journal of Human Genetics. |
|
CFAP43, CFAP44 |
Human, Mouse |
Other |
Functional Study |
HP:0012868: Abnormal sperm tail morphology |
|
|
|
|
|
MARTINEZ et al. 2018, Human Reproduction. |
|
FSIP2, AKAP4, DNAH1, CFAP43, CFAP44 |
Human |
Exome |
Whole Exome Sequencing |
HP:0012864: Abnormal sperm morphology |
|
CL_0000019: sperm |
|
|
|
WANG et al. 2013, Journal of Proteomics. |
|
|
Human |
Proteome |
Other |
|
|
CL_0000019: sperm |
|
|
|
AMARAL et al. 2014, Journal of Proteome Research. |
Comparison of the proteomes of asthenozoospermic and normozoospermic samples |
|
Human |
Proteome |
Other |
HP:0012206: Abnormal sperm motility, HP:control |
|
CL_0000019: sperm |
|
|
|
AMARAL et al. 2014, Journal of Proteome Research. |
Comparison of fractionated normozoospermic samples differing in motility: non-migrated versus migrated |
|
Human |
Proteome |
Other |
HP:other: Other |
|
CL_0000019: sperm |
|
|
|
AMARAL et al. 2014, Journal of Proteome Research. |
Low Sperm Motility Seems To Be Associated with AlteredLevels of Specific Categories of Proteins |
|
Other |
Proteome |
Other |
HP:0012206: Abnormal sperm motility, HP:other: Other |
|
CL_0000019: sperm |
|
|
|
MBANGO et al. 2019, Basic and Clinical Andrology. |
|
DNAH1, CFAP43, CFAP44, CFAP69, FSIP2, WDR66 (CFAP251), AK7 |
Human |
Other |
Functional Study |
HP:0012868: Abnormal sperm tail morphology, HP:0012265: Ciliary dyskinesia |
|
|
|
|
|
ZIMMERMANN et al. 2015, Molecular Endocrinology. |
Three thousand DE transcripts reflect the high plasticity of the SC transcriptional landscape during the progression of spermatogenesis |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000216: Sertoli cell |
|
|
|
ZIMMERMANN et al. 2015, Molecular Endocrinology. |
Dynamic expression profiles reflect changes in SC function during the first wave of spermatogenesis |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000216: Sertoli cell |
|
|
|
ZIMMERMANN et al. 2015, Molecular Endocrinology. |
The SC transcriptome comprises 15 570 high-confidence isoforms during the progression of spermatogenesis |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000216: Sertoli cell |
|
|
|
MITSUNAGA et al. 2017, Proceedings of the National Academy of Science. |
Transcriptomal Profiling of CD38+ hPGCLCs Produced via 72-h Pre-EB 4i Reprogramming |
PRDM1, TFAP2C |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0000379: embryo, BTO_0002245: foreskin fibroblast cell line |
CL_0000670: primordial germ cell, , CL_0002248: pluripotent stem cell, CL_0002321: embryonic cell |
|
|
|
MITSUNAGA et al. 2017, Proceedings of the National Academy of Science. |
Transcriptomal Consistency of hPGCLCs Produced Using Various Protocols and FACS Markers |
PRDM1, TFAP2C |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0000379: embryo, BTO_0002245: foreskin fibroblast cell line |
CL_0000670: primordial germ cell, , CL_0002248: pluripotent stem cell, CL_0002321: embryonic cell |
|
|
|
MITSUNAGA et al. 2017, Proceedings of the National Academy of Science. |
Expression of the CXCR4 Chemotactic Cytokine Receptor in CD38+ PGCLCs and Transcriptional Effects of CXCL12 |
PRDM1, TFAP2C |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0000379: embryo, BTO_0002245: foreskin fibroblast cell line |
CL_0000670: primordial germ cell, , CL_0002248: pluripotent stem cell, CL_0002321: embryonic cell |
|
|
|
WANG et al. 2018, Cell Stem Cell. |
Global Transcriptional Profiling of Adult Human Testicular Cells and Cell Type Identification |
HMGA1, PIWIL4, TEX29, SCML1, CCDC112 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
HP:0011961: Non-obstructive azoospermia, HP:control |
BTO_0001363: testis |
CL_0000586: germ cell, PLANA_0000219: spermatogonial stem cell, CL_0000020: spermatogonium, CL_0000216: Sertoli cell, CL_0002371: somatic cell, CL_0000018: spermatid |
|
|
|
WANG et al. 2018, Cell Stem Cell. |
scRNA-Seq Data of Human Spermatogenesis as a Reference for the Diagnosis of Male-Reproduction-Related Disorders and a Platform for the Dissection of the Spermatogenesis Conservation between Human and Mouse |
HMGA1, PIWIL4, TEX29, SCML1, CCDC112 |
Human |
Transcriptome |
Other |
HP:0011961: Non-obstructive azoospermia, HP:control |
BTO_0001363: testis |
CL_0000178: Leydig cell, CL_0002481: peritubular myoid cell |
|
|
|
HAMMOUD et al. 2015, Genes & Development. |
Genomic profiling of developing SSCs - strand specific RNA - seq |
THY1, KIT, OCT4, ID4, GFRa1 |
Mouse |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0001363: testis |
PLANA_0000219: spermatogonial stem cell, PLANA_0000219: spermatogonial stem cell |
|
|
|
HAMMOUD et al. 2015, Genes & Development. |
DNA Methylation in SSC subtypes, indications for inproper imprinting in THY1+-enriched SSCs |
THY1, KIT, OCT4, ID4, GFRa1 |
Mouse |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001363: testis, BTO_0001363: testis |
PLANA_0000219: spermatogonial stem cell, PLANA_0000219: spermatogonial stem cell |
|
|
|
LI et al. 1017, Cell Stem Cell. |
The Gene Expression Landscapes of Human FGCs and their Niche Cells in the Gonads |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0000586: germ cell |
|
|
|
LI et al. 1017, Cell Stem Cell. |
Transcription Profiles of FGC Niche Cells in the Gonads |
|
Human |
Transcriptome |
Other |
|
BTO_0000534: gonad |
CL_0002371: somatic cell |
|
|
|
TANG et al. 2015, Cell. |
RNA-Seq Reveals Unique Transcriptional States of hPGCs |
SOX17, BLIMP1, TFCP2L1, KLF4 |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
|
CL_0000670: primordial germ cell, CL_0002371: somatic cell |
|
|
|
TANG et al. 2015, Cell. |
Comprehensive DNA Demethylation in hPGCs Revealed by Base-Resolution BS-Seq |
SOX17, BLIMP1, TFCP2L1, KLF4 |
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
|
CL_0000670: primordial germ cell, CL_0002371: somatic cell |
|
|
|
TANG et al. 2015, Cell. |
Schematic showing dynamics of preimplantation and germline epigenetic reprogramming in humans. |
SOX17, BLIMP1, TFCP2L1, KLF4 |
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
|
CL_0000670: primordial germ cell |
|
|
|
GUO et al. 2015, Cell. |
Transcriptional Profiles of Human PGCs |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0000534: gonad |
CL_0000670: primordial germ cell, CL_0002371: somatic cell |
|
|
|
GUO et al. 2015, Cell. |
Dynamic Methylome Analysis of Human PGCs Revealed a Global DNA Hypomethylation Pattern |
|
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0000142: brain, BTO_0000562: heart, BTO_0000759: liver, BTO_0000379: embryo |
CL_0000670: primordial germ cell, CL_0002371: somatic cell, CL_0000352: epiblast cell, , CL_0000670: primordial germ cell, CL_0002322: embryonic stem cell |
|
|
|
CHALMEL et al. 2012, Human Reproduction. |
Transcriptional Profiling and Spatio-temporal association between gene expression and gene function in human testis |
|
Human |
Transcriptome |
Bulk RNA-Sequencing |
HP:0000789: Infertility, HP:control, HP:other: Other |
BTO_0001363: testis, BTO_0001363: testis |
CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000216: Sertoli cell, CL_0000020: spermatogonium, CL_0000178: Leydig cell, CL_0002481: peritubular myoid cell, CL_0000020: spermatogonium |
|
|
|
GUO et al. 2017, Cell Stem Cell. |
Genomic Profiling of SSEA4+ hSSCs and c-KIT+ Spermatogonia - Methylome |
OCT4, NANOG, NFYA, NFYB, DMRT1, DAZL, DDX4, SALL4, SYCP3, PRM2, GATA4, LHCGR |
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001363: testis |
PLANA_0000219: spermatogonial stem cell, CL_0000020: spermatogonium |
|
|
|
GUO et al. 2017, Cell Stem Cell. |
Genomic Profiling of SSEA4+ hSSCs and c-KIT+ Spermatogonia - Transcriptome |
OCT4, NANOG, NFYA, NFYB, DMRT1, DAZL, DDX4, SALL4, SYCP3, PRM2, GATA4, LHCGR |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0001363: testis |
PLANA_0000219: spermatogonial stem cell, CL_0000020: spermatogonium |
|
|
|
GUO et al. 2017, Cell Stem Cell. |
Genomic Profiling of SSEA4+ hSSCs and c-KIT+ Spermatogonia - Transcriptome (scRNA-seq in isolated SSEA4+ and c-KIT+ cells) |
OCT4, NANOG, NFYA, NFYB, DMRT1, DAZL, DDX4, SALL4, SYCP3, PRM2, GATA4, LHCGR |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
PLANA_0000219: spermatogonial stem cell, CL_0000020: spermatogonium |
|
|
|
SOHNI et al. 2019, Cell Reports. |
Cell Subsets in the Adult Human Testis Defined by scRNA-Seq and DEGs Corresponding to Adult and Neonatal Germ Cell Clusters |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
HP:control |
BTO_0001363: testis, BTO_0001363: testis |
CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0002481: peritubular myoid cell, CL_0000178: Leydig cell, CL_0000115: endothelial cell, CL_0000235: macrophage, PLANA_0000219: spermatogonial stem cell, CL_0000020: spermatogonium, CL_0000081: blood cell, CL_0000020: spermatogonium, CL_0000020: spermatogonium,
|
|
|
|
SOHNI et al. 2019, Cell Reports. |
Germ Cell Subsets in Neonatal Human Testes and Somatic Cell Gene Expression |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
HP:other: Other |
BTO_0001363: testis |
CL_0000586: germ cell, CL_0000216: Sertoli cell, CL_0000178: Leydig cell, CL_0000115: endothelial cell, CL_0000081: blood cell, CL_0000020: spermatogonium, CL_0000670: primordial germ cell |
|
|
|
CHEN et al. 2018, Cell Research. |
A comprehensive transcriptome landscape of mouse mitotic, meiotic, and postmeiotic cells |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000019: sperm |
|
|
|
CHEN et al. 2018, Cell Research. |
Alternative splicing genes and differentially expressed splicing factors during mouse spermatogenesis |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000019: sperm |
|
|
|
GREEN et al. 2018, Developmental Cell. |
Single Cell RNA-Seq Establishes a Detailed Atlas of Cellular Heterogeneity in the Adult Mouse Testis |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000018: spermatid, CL_0000216: Sertoli cell, CL_0002481: peritubular myoid cell, CL_0000178: Leydig cell, CL_0000115: endothelial cell, CL_0000235: macrophage, CL_0001069: group 2 innate lymphoid cell, CL_0008019: mesenchymal cell |
|
|
|
LUKASSEN et al. 2018, Scientific Reports. |
Use of scRNA-seq to establish expression profiles of 2,550 germ cells from the adult mouse testis |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000216: Sertoli cell, CL_0000178: Leydig cell, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000018: spermatid, CL_0000018: spermatid |
|
|
|
HERMANN et al. 2018, Cell Reports. |
Single-Cell Transcriptomes of Human Steady-State Spermatogenic Cells |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001235: seminiferous tubule |
CL_0000019: sperm, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
HERMANN et al. 2018, Cell Reports. |
Single-Cell Transcriptomes of Mouse Steady-State Spermatogenic Cells |
|
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001235: seminiferous tubule |
CL_0000019: sperm, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
HERMANN et al. 2018, Cell Reports. |
Heterogeneity among Adult Spermatogonia in Mice and Men and Meiotic Progression among Steady-State Spermatocytes |
|
Human, Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0000017: spermatocyte, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000020: spermatogonium |
|
|
|
HERMANN et al. 2018, Cell Reports. |
Developmental order of Spermatogonial Clusters |
|
Human, Mouse |
Transcriptome |
Other |
|
|
CL_0000020: spermatogonium, CL_0000020: spermatogonium, CL_0000018: spermatid, CL_0000018: spermatid, CL_0000017: spermatocyte, CL_0000017: spermatocyte |
|
|
|
HERMANN et al. 2018, Cell Reports. |
Spermatogonial Gene Expression Programs in the Immature Mouse Testis Are Distinct from Those in the Adult Mouse Testis |
|
Mouse |
Transcriptome |
Other |
|
BTO_0001363: testis, BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000020: spermatogonium |
|
|
|
GOMES FERNANDES et al. 2018, MHR: Basic Science of Reproductive Medicine. |
Evaluation of putative hPGC markers in the caudal part of a single human embryo at 4.5 weeks of development |
POU5F1, NANOG, PRDM1, TFAP2C, KIT, SOX17 |
Human |
Other |
Immunohistochemistry |
|
BTO_0000534: gonad, , BTO_0000671: kidney, , BTO_0001078: placenta, BTO_0000269: colon |
CL_0000670: primordial germ cell,
|
|
|
|
GOMES FERNANDES et al. 2018, MHR: Basic Science of Reproductive Medicine. |
Early hPGCs showed a distinct epigenetic state from the somatic compartment |
POU5F1, NANOG, PRDM1, TFAP2C, KIT, SOX17 |
Human |
Methylome |
Other |
|
|
CL_0000670: primordial germ cell, CL_0002371: somatic cell |
|
|
|
GOMES FERNANDES et al. 2018, MHR: Basic Science of Reproductive Medicine. |
Expression of mPGC-markers, mesenchymal and adhesion molecules in early hPGCs and signalling pathways |
POU5F1, NANOG, PRDM1, TFAP2C, KIT, SOX17 |
Human |
Other |
Immunohistochemistry |
|
, BTO_0000315: ectoderm, BTO_0001768: notochord, BTO_0001057: neural tube, BTO_0000545: gut, BTO_0000742: myotome, BTO_0006248: dermatome, BTO_0002045: capillary |
CL_0000670: primordial germ cell, CL_0000115: endothelial cell, CL_0002371: somatic cell |
|
|
|
LIMA et al. 2015, Andrology. |
Screening of the DMRT1 sequence of 155 NOA patients by Sanger sequencing |
DMRT1 |
Human |
Genome |
Sanger Sequencing |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
LOPES et al. 2013, PLoS Genetics. |
Studying the genomewide distribution of CNVs in our primary cohort from Utah |
DMRT1 |
Human |
Genome |
Genome-wide Association Study |
HP:0011961: Non-obstructive azoospermia, HP:0000798: Oligozoospermia, HP:control |
BTO_0000089: blood |
CL_0000542: lymphocyte |
|
|
|
LOPES et al. 2013, PLoS Genetics. |
Replication of the initial findings in Caucasion Cohort (Cohort 2-Porto, Weill Cornell) |
DMRT1 |
Human |
Genome |
Microarray |
HP:0000027: Azoospermia, HP:control |
BTO_0000089: blood |
CL_0000542: lymphocyte |
|
|
|
LOPES et al. 2013, PLoS Genetics. |
Replication of the initial findings (Cohort 3- WUSTL) |
DMRT1 |
Human |
Genome |
Genome-wide Association Study |
HP:0003251: Male infertility, HP:control |
BTO_0000089: blood |
CL_0000542: lymphocyte |
|
|
|
LOPES et al. 2013, PLoS Genetics. |
Comparison between Cohort 1, 2 and 3 |
DMRT1 |
Human |
Genome |
Genome-wide Association Study |
HP:0011961: Non-obstructive azoospermia, HP:0000027: Azoospermia, HP:0000798: Oligozoospermia, HP:0003251: Male infertility, HP:control |
BTO_0000089: blood |
CL_0000542: lymphocyte |
|
|
|
LOPES et al. 2013, PLoS Genetics. |
HBD analysis- Identification of a candidate azoospermia mutation in the case of UPD2. |
DMRT1 |
Human |
Exome |
Whole Exome Sequencing |
|
|
|
|
|
|
NAKAMURA et al. 2017, Andrology. |
Detection and characterization of Nucleotide Substitutions and Copy Number Variants (CNV) |
SOHLH1, TEX11 |
Human |
Genome |
Other |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
CL_0000081: blood cell |
|
|
|
YANG et al. 2015, EMBO Molecular Medicine. |
Frequent singleton TEX11 mutations in men with spermatogenic failure and the identification of missense mutations causing chromosomal synapsis defects |
TEX11 |
Human |
Genome |
Other |
HP:0011961: Non-obstructive azoospermia, HP:control |
BTO_0001363: testis |
CL_0000017: spermatocyte |
|
|
|
YANG et al. 2015, EMBO Molecular Medicine. |
Experimental transfer of Tex11 from the X chromosome to an autosome |
TEX11 |
Mouse |
Transcriptome |
Other |
|
BTO_0001363: testis, BTO_0001363: testis |
CL_0000018: spermatid, CL_0000017: spermatocyte |
|
|
|
YANG et al. 2015, EMBO Molecular Medicine. |
Defective meiosis in the first wave of spermatogenesis in Tex11 KI/KO mice |
TEX11 |
Mouse |
Transcriptome |
Other |
|
BTO_0001363: testis, BTO_0001363: testis, BTO_0000975: ovary, BTO_0000975: ovary |
CL_0000017: spermatocyte, CL_0000023: oocyte, CL_0000017: spermatocyte |
|
|
|
RUF-ZAMOJSKI et al. 2018, Frontiers in Endocrinology. |
Transcriptome profiling- LβT2 cells were serum starved overnight and stimulated with either 5 nm GnRH or vehicle for 45 min. |
|
Mouse |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0000534: gonad |
, ,
|
|
|
|
RUF-ZAMOJSKI et al. 2018, Frontiers in Endocrinology. |
Genome-Wide Mapping of Chromatin Accessibility in LβT2 Cells- ATAC Seq_LβT2 cells treated with 2 nM GnRH pulses every 2 h for a duration of 6 h and 45 min |
|
Mouse |
Other |
Genome-wide Chromatin Accessibility |
|
BTO_0000534: gonad |
,
|
|
|
|
RUF-ZAMOJSKI et al. 2018, Frontiers in Endocrinology. |
Gel bead-in-emulsion Drop-seq data- SC Transcriptome Analysis of LβT2 Cells and Characterization of Early Gene Response to GnRH and Cell Cycle Dependence |
|
Mouse |
Transcriptome |
Other |
|
BTO_0000534: gonad |
, ,
|
|
|
|
LAURENTINO et al. 2019, Clinical Epigenetics. |
Single-cell RNA-Sequencing from Klinefelter testicular tissue |
|
Human |
Transcriptome |
Single-cell RNA-Sequencing |
HP:klinefelter: Klinefelter Syndrome |
BTO_0001363: testis |
CL_0000115: endothelial cell, CL_0002481: peritubular myoid cell, CL_0000178: Leydig cell, CL_0000586: germ cell, CL_0000216: Sertoli cell, CL_0000235: macrophage |
|
|
|
LAURENTINO et al. 2019, Clinical Epigenetics. |
DNA methylation analysis of germ and somatic cell fractions in normal and Klinefelter patients. |
|
Human |
Methylome |
Targeted Deep Bisulfite Sequencing |
HP:control, HP:klinefelter: Klinefelter Syndrome |
BTO_0000089: blood, , , , , BTO_0000089: blood |
CL_0000019: sperm |
|
|
|
ARAUJO et al. 2019, Andrology. |
|
DMRT1, REC8, TEX15, KLHL10, DNMT3B, TEX14, SYCE1L |
Human |
Exome |
Whole Exome Sequencing |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
ARAUJO et al. 2019, Andrology. |
Validation |
DMRT1, REC8, TEX15, KLHL10, DNMT3B, TEX14, SYCE1L |
Human |
Genome |
Sanger Sequencing |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
BUSCH et al. 2019, The Journal of Clinical Endocrinology & Metabolism. |
|
FSHR, FSHB |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia, HP:0011962: Obstructive azoospermia, HP:other: Other, HP:klinefelter: Klinefelter Syndrome |
BTO_0001363: testis |
|
|
|
|
VAN DER BIJL et al. 2019, Human Reproduction. |
Screening of infertile men with meiotic arrest for relevant STAG3 variants |
STAG3 |
Human |
Genome |
Sanger Sequencing |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
VAN DER BIJL et al. 2019, Human Reproduction. |
Whole exome sequencing of patient M870 with STAG3 variant and meiotic arrest |
STAG3 |
Human |
Exome |
Whole Exome Sequencing |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
VAN DER BIJL et al. 2019, Human Reproduction. |
Meiotic spreads and immunofluorescence staining of patient M870 with STAG3 variant and meiotic arrest |
STAG3 |
Human |
Other |
Other |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
VAN DER BIJL et al. 2019, Human Reproduction. |
Screening of 276 infertile men for relevant STAG3 variants: No additional patient with STAG3 variant identified |
STAG3 |
Human |
Exome |
Whole Exome Sequencing |
HP:0011961: Non-obstructive azoospermia, HP:0030974: Cryptozoospermia, HP:sco: Sertoli Cell Only Phenotype, HP:MA: Mixed Atrophy |
|
|
|
|
|
CHEN et al. 2019, Cell reports. |
Ex-vivo: Tracing the Specification of hPGCs |
TFAP2A, SOX17 |
Human |
Proteome |
Other |
HP:control |
BTO_0001099: blastocyst, BTO_0000379: embryo |
|
|
|
|
CHEN et al. 2019, Cell reports. |
In vitro: Tracing the specification of hPGCs using hPGCL cell culture |
TFAP2A, SOX17 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0002322: embryonic stem cell, CL_0002371: somatic cell,
|
|
|
|
CHEN et al. 2019, Cell reports. |
hPGCLCs Are Specified through a Pluripotent State with Both Naive and Primed Characteristics |
TFAP2A, SOX17 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0002322: embryonic stem cell, CL_0002322: embryonic stem cell |
|
|
|
CHEN et al. 2019, Cell reports. |
TFAP2C Functions Upstream of SOX17 and Safeguards Germ Cell Fate in the Germline Trajectory |
TFAP2A, SOX17 |
Human |
Transcriptome |
Other |
|
|
CL_0002322: embryonic stem cell, CL_0002322: embryonic stem cell, CL_0002322: embryonic stem cell |
|
|
|
CASTILLO et al. 2018, Human Reproduction Update. |
|
|
Human |
Proteome |
Other |
|
BTO_0001422: uterine endometrium, BTO_0004383: follicular fluid |
CL_0000019: sperm, CL_0000023: oocyte, CL_0002321: embryonic cell, CL_0000711: cumulus cell |
|
|
|
AGARWAL et al. 2020, International Journal of Molecular Sciences. |
|
|
Human |
Proteome |
Other |
|
|
CL_0000019: sperm |
|
|
|
HE et al. 2019, Journal of Medical Genetics. |
Identification of homozygous frameshift mutation (p.leu357Hisfs*11) in CFAP69 (cilia and flagella-associated protein 69) |
AKAP4, DNAH1, CFAP43, CFAP44, CFAP69 |
Human |
Exome |
Whole Exome Sequencing |
HP:0012868: Abnormal sperm tail morphology |
|
CL_0000081: blood cell, CL_0000019: sperm |
|
|
|
HE et al. 2019, Journal of Medical Genetics. |
Roles of CFAP69 in sperm flagellar formation |
AKAP4, DNAH1, CFAP43, CFAP44, CFAP69 |
Human |
Proteome |
Immunohistochemistry |
HP:0012868: Abnormal sperm tail morphology, HP:control |
|
CL_0000019: sperm |
|
|
|
HE et al. 2019, Journal of Medical Genetics. |
Cfap69 knockout (KO) leads to male infertility and sperm flagellar malformation in mice |
AKAP4, DNAH1, CFAP43, CFAP44, CFAP69 |
Mouse |
Proteome |
Immunohistochemistry |
|
BTO_0001363: testis, BTO_0000408: epididymis |
CL_0000019: sperm |
|
|
|
COUTTON et al. 2019, The American Journal of Human Genetics. |
|
ARMC2, DNAH1, CFAP43, CFAP44, CFAP69, FSIP2, WDR66 |
Human |
Exome |
Functional Study |
HP:0012864: Abnormal sperm morphology |
|
CL_0000019: sperm |
|
|
|
KHERRAF et al. 2018, The American Journal of Human Genetics. |
|
WDR66, CFAP251, CFAP43, CFAP44 |
Human |
Exome |
Functional Study |
HP:0012864: Abnormal sperm morphology |
|
CL_0000019: sperm |
|
|
|
WYRWOLL et al. 2020, American journal of Human Genetics. |
Variants in M1AP |
M1AP |
Human |
Exome |
Whole Exome Sequencing |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
WYRWOLL et al. 2020, American journal of Human Genetics. |
Testis RNA analysis |
M1AP |
Human |
Transcriptome |
Other |
HP:0011961: Non-obstructive azoospermia, HP:control |
BTO_0001363: testis |
|
|
|
|
WYRWOLL et al. 2020, American journal of Human Genetics. |
Functional analysis |
M1AP |
Human |
Proteome |
Other |
|
|
|
|
|
|
LECLUZE et al. 2020, Human Reproduction. |
|
|
Human |
Transcriptome |
Immunohistochemistry |
|
BTO_0000534: gonad |
|
|
|
|
VON KOPYLOW et al. 2010, Human Reproduction. |
|
FGFR3, DSG2 |
Human |
Exome |
Immunohistochemistry |
|
BTO_0006348: type A spermatogonium |
|
|
|
|
FEIG et al. 2007, Molecular Human Reproduction. |
Study 1 |
|
Human |
Exome |
Microarray |
HP:0011961: Non-obstructive azoospermia |
BTO_0006172: testicular somatic cell |
|
|
|
|
OKADA et al. 2008, PLoS Genetics. |
Study 1 |
ART3, ART3-SNP25 |
Human |
Exome |
Microarray |
HP:0011961: Non-obstructive azoospermia, HP:0011962: Obstructive azoospermia |
|
|
|
|
|
OUD et al. 2019, Human Reproduction. |
Systematic literature search |
|
Human |
Genome |
Other |
|
|
|
|
|
|
LAURENTINO et al. 2020, Aging Cell. |
Sperm DNA shows widespread DNA methylation changes with age |
|
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
HP:control |
|
CL_0000019: sperm |
|
|
|
LAURENTINO et al. 2020, Aging Cell. |
Sperm telomere length increases with age |
|
Human |
Genome |
Other |
HP:other: Other |
|
CL_0000019: sperm |
|
|
|
LAURENTINO et al. 2020, Aging Cell. |
Reproductive parameters in healthy ageing men |
|
Human |
Other |
Other |
HP:other: Other |
BTO_0001363: testis |
CL_0000019: sperm |
|
|
|
SCHILIT et al. 2020, American Journal of Human Genetics. |
DGAP230 Breakpoint Characterization |
SYCP2 |
Human |
Genome |
Microarray |
HP:0000798: Oligozoospermia |
|
CL_0000019: sperm |
|
|
|
SCHILIT et al. 2020, American Journal of Human Genetics. |
Identification of Candidate Genes for DGAP230’s Severe Oligozoospermia |
SYCP2 |
Human |
Exome |
Other |
HP:0000798: Oligozoospermia, HP:control |
|
|
|
|
|
SCHILIT et al. 2020, American Journal of Human Genetics. |
Determination of the Cytogenetic Etiology of SYCP2 Dysregulation |
SYCP2 |
Human |
Genome |
Other |
HP:0000798: Oligozoospermia |
|
|
|
|
|
SCHILIT et al. 2020, American Journal of Human Genetics. |
Analysis of the Impact of SYCP2 Misexpression on Severe Oligozoospermia |
SYCP2 |
S. cerevisiae (model organism) |
Proteome |
Immunohistochemistry |
HP:other: Other |
|
|
|
|
|
SCHILIT et al. 2020, American Journal of Human Genetics. |
Identification of Additional Male Infertility Case Subjects with SYCP2 Loss-of-Function Variants |
SYCP2 |
Human |
Exome |
Other |
HP:0030974: Cryptozoospermia, HP:0000027: Azoospermia |
|
|
|
|
|
KRAUSZ et al. 2020, Genetics in Medicine. |
Identification of Novel NOA genes |
ADAD2, TERB1, SHOC1, MSH4, RAD21L1; TEX14, DMRT1, TEX11, SYCE1, MEIOB, MEI1, STAG3 |
Human |
Exome |
Whole Exome Sequencing |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
KRAUSZ et al. 2020, Genetics in Medicine. |
Genetic defects in complete SCA: TERB1, SHOC1, MSH4, RAD21L1, SYCE1, TEX11, MEIOB, MEI1, and STAG3 |
ADAD2, TERB1, SHOC1, MSH4, RAD21L1; TEX14, DMRT1, TEX11, SYCE1, MEIOB, MEI1, STAG3 |
Human |
Other |
Immunohistochemistry |
HP:0031038: Spermatogenesis maturation arrest |
BTO_0001363: testis |
|
|
|
|
PORTELA et al. 2020, Journal of clinical medicine. |
Density of Spermatogonial Subpopulations during Testicular Development |
MAGEA4, UTF1, PCNA |
Human |
Proteome |
Immunohistochemistry |
HP:control, HP:other: Other |
BTO_0001363: testis |
CL_0000020: spermatogonium |
|
|
|
SCHUBERT et al. 2020, Andrology. |
Reproductive parameters in the NOA/OA patient cohorts |
FSH, FSHB, LHX3 |
Human |
Proteome |
Immunohistochemistry |
HP:0000027: Azoospermia |
BTO_0001363: testis |
CL_0000216: Sertoli cell, CL_0000018: spermatid, CL_0000020: spermatogonium |
|
|
|
BANG et al. 2017, Andrology. |
Statistical analysis of genotype phenotype correlation |
FSHR, FSHB |
Human |
Genome |
Targeted Genotyping |
HP:control, HP:0100728: Germ cell neoplasia, HP:other: Other |
|
|
|
|
|
POHL et al. 2020, Aging and disease. |
Pyrosequencing and age prediction |
|
Human |
Methylome |
Other |
HP:control, HP:other: Other, HP:klinefelter: Klinefelter Syndrome |
|
CL_0000081: blood cell |
|
|
|
POHL et al. 2020, Aging and disease. |
Telomere length determination |
|
Human |
Genome |
Targeted Genotyping |
HP:control, HP:other: Other, HP:klinefelter: Klinefelter Syndrome |
|
|
|
|
|
WISTUBA et al. 2020, Scientific Reports. |
Testicular vascularization during development |
|
Mouse |
Other |
Immunohistochemistry |
HP:control, HP:klinefelter: Klinefelter Syndrome |
BTO_0001363: testis |
|
|
|
|
WISTUBA et al. 2020, Scientific Reports. |
Determination of testicular blood flow by contrast enhanced ultrasound analysis (CEUS) |
|
Mouse |
Other |
Functional Study |
HP:control, HP:klinefelter: Klinefelter Syndrome |
BTO_0001102: blood vessel, BTO_0001363: testis |
|
|
|
|
TORRES-FERNÁNDEZ 2021, Frontiers in Cell and Developmental Biology. |
Figure 1. Trim71 is expressed in spermatogonial stem cells (SSCs) of adult fertile mice. |
TRIM71 |
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
TORRES-FERNÁNDEZ 2021, Frontiers in Cell and Developmental Biology. |
Figure 2. Germline-specific Trim71 cKO male mice present a Sertoli cell-only (SCO) phenotype. |
TRIM71 |
Mouse |
Other |
Other |
|
|
|
|
|
|
TORRES-FERNÁNDEZ 2021, Frontiers in Cell and Developmental Biology. |
Figure 3. Infertility in germline-specific Trim71 cKO male mice has an embryonic origin. |
TRIM71 |
Mouse |
Proteome |
Other |
|
|
|
|
|
|
TORRES-FERNÁNDEZ 2021, Frontiers in Cell and Developmental Biology. |
Figure 4. TRIM71 controls proliferation in the in vitro PGC-like model cell line TCam-2. |
TRIM71 |
Human |
Transcriptome |
Other |
|
|
|
|
|
|
TORRES-FERNÁNDEZ 2021, Frontiers in Cell and Developmental Biology. |
Figure 5. NCCIT cells with TRIM71 mutations show population maintenance defects in growth competition assays. |
TRIM71 |
Human |
Genome |
Targeted Genotyping |
|
|
|
|
|
|
TORRES-FERNÁNDEZ 2021, Frontiers in Cell and Developmental Biology. |
Figure 6. Exome sequencing in infertile SCO patients reveals an association of TRIM71 deficiency with human male infertility. |
TRIM71 |
Human |
Exome |
Whole Exome Sequencing |
|
|
|
|
|
|
TORRES-FERNÁNDEZ 2021, Frontiers in Cell and Developmental Biology. |
Table 1. TRIM71 variants identified in infertile men within the MERGE cohort. |
TRIM71 |
Human |
Exome |
Whole Exome Sequencing |
|
|
|
|
|
|
HECKMANN et al. 2020, Molecular human reproduction. |
Developmental parameters of marmoset monkeys |
MAGEA4, BOLL, SYCP3, CREM, ACRV1 |
Marmoset |
Other |
Other |
HP:control |
BTO_0001363: testis |
|
|
|
|
HECKMANN et al. 2020, Molecular human reproduction. |
Effects of culture on testicular tissues |
MAGEA4, BOLL, SYCP3, CREM, ACRV1 |
Marmoset |
Other |
Immunohistochemistry |
HP:control |
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte |
|
|
|
HECKMANN et al. 2020, Molecular human reproduction. |
Progression of in vitro differentiation in 8-month-old marmoset MC933 |
MAGEA4, BOLL, SYCP3, CREM, ACRV1 |
Marmoset |
Other |
Immunohistochemistry |
HP:other: Other |
BTO_0001363: testis |
CL_0000216: Sertoli cell, CL_0000017: spermatocyte |
|
|
|
RENNHACK et al. 2020, British journal of pharmacology. |
Synthesis of RU1968 |
CATSPER |
Other |
Other |
Functional Study |
HP:other: Other |
|
CL_0000019: sperm |
|
|
|
RENNHACK et al. 2020, British journal of pharmacology. |
RU1968F1 is a potent cross‐species inhibitor of CatSper channels |
CATSPER |
Human |
Other |
Functional Study |
|
|
CL_0000019: sperm |
|
|
|
RENNHACK et al. 2020, British journal of pharmacology. |
RU1968F1 inhibits human but not mouse Slo3 channels |
CATSPER |
Human, Mouse |
Other |
Functional Study |
|
|
CL_0000019: sperm |
|
|
|
RENNHACK et al. 2020, British journal of pharmacology. |
RU19681F1 suppresses progesterone‐evoked motility responses in human sperm |
CATSPER |
Other |
Other |
Functional Study |
|
|
CL_0000019: sperm |
|
|
|
POHL et al. 2019, Andrology. |
Spermatogenic dynamics in different age groups from men with normal spermatogenesis |
|
Human |
Proteome |
Immunohistochemistry |
HP:0000027: Azoospermia, HP:other: Other |
BTO_0001363: testis |
CL_0000019: sperm, CL_0000020: spermatogonium |
|
|
|
POHL et al. 2019, Andrology. |
Proliferation of spermatogonia and spermatogenic efficiency |
|
Human |
Proteome |
Immunohistochemistry |
HP:other: Other |
|
|
|
|
|
POHL et al. 2019, Andrology. |
Nuclear and nucleolar morphometry in Sertoli cells |
|
Human |
Other |
Immunohistochemistry |
HP:other: Other |
|
|
|
|
|
POHL et al. 2019, Andrology. |
Comparative analysis to patients with meiotic arrest |
|
Human |
Proteome |
Immunohistochemistry |
HP:0000027: Azoospermia, HP:other: Other |
|
|
|
|
|
DOUGHERTY et al. 2020, Nature communications. |
Loss-of-function CFAP45 mutations cause a motile ciliopathy |
CFAP45, CFAP52, AK 8 |
Human, Mouse |
Exome |
Whole Exome Sequencing |
HP:0012207: Reduced sperm motility, HP:control, HP:0012265: Ciliary dyskinesia |
BTO_0000203: respiratory system, BTO_0002637: respiratory epithelium cell line |
CL_0000019: sperm |
|
|
|
DOUGHERTY et al. 2020, Nature communications. |
Proteomic profiling links axonemal CFAP45 to dynein ATPase components |
CFAP45, CFAP52, AK 8 |
Human, Mouse, Porcine |
Proteome |
Immunohistochemistry |
|
|
CL_0002368: respiratory epithelial cell, CL_1000497: kidney cell |
|
|
|
DOUGHERTY et al. 2020, Nature communications. |
Axonemal CFAP45 abnormalities are associated with a common cause of PCD |
CFAP45, CFAP52, AK 8 |
Human |
Proteome |
Immunohistochemistry |
HP:0012265: Ciliary dyskinesia |
|
CL_0000064: ciliated cell |
|
|
|
DOUGHERTY et al. 2020, Nature communications. |
CFAP45 and CFAP52 orthologs have a conserved motile ciliary function |
CFAP45, CFAP52, AK 8 |
Mouse |
Other |
Functional Study |
HP:0012207: Reduced sperm motility, HP:control |
|
CL_0000064: ciliated cell, CL_0000019: sperm |
|
|
|
DOUGHERTY et al. 2020, Nature communications. |
CFAP45 mediates adenine nucleotide homeostasis via AMP binding |
CFAP45, CFAP52, AK 8 |
Human |
Proteome |
Functional Study |
HP:0012207: Reduced sperm motility, HP:control |
|
CL_0000019: sperm |
|
|
|
SCHIFFER et al. 2020, EMBO journal. |
The expression of pore‐forming CatSper subunits is not strictly interdependent |
CATSPER, CATSPER2 |
Human |
Proteome |
Immunohistochemistry |
HP:0000789: Infertility, HP:control |
|
CL_0000019: sperm |
|
|
|
SCHIFFER et al. 2020, EMBO journal. |
Human sperm do not require functional CatSper channelsfor longitudinal rolling |
CATSPER, CATSPER2 |
Human |
Proteome |
Functional Study |
|
|
CL_0000019: sperm |
|
|
|
SCHIFFER et al. 2020, EMBO journal. |
Longitudinal rolling of human sperm does not require an influx of Ca2+ |
CATSPER, CATSPER2 |
Human |
Proteome |
Functional Study |
|
|
CL_0000019: sperm |
|
|
|
SCHIFFER et al. 2020, EMBO journal. |
CatSper‐deficient human sperm display rheotaxis |
CATSPER, CATSPER2 |
Human |
Proteome |
Functional Study |
HP:0012206: Abnormal sperm motility, HP:control |
|
CL_0000019: sperm, CL_0000019: sperm |
|
|
|
LOGES et al. 2018, American Journal of Human Genetics. |
Analysis of participants with laterality defects and mild or no respiratory symptoms and PCD |
DNAH9, DNAH11, DNAH5, DNAI1, DNAI2, CCDC114 |
Human |
Genome |
Sanger Sequencing |
HP:other: Other, HP:0012265: Ciliary dyskinesia |
|
|
|
|
|
LOGES et al. 2018, American Journal of Human Genetics. |
DNAH9 expression |
DNAH9, DNAH11, DNAH5, DNAI1, DNAI2, CCDC114 |
Human |
Proteome |
Immunohistochemistry |
HP:other: Other |
|
CL_0000542: lymphocyte, CL_0000081: blood cell, , CL_0002368: respiratory epithelial cell |
|
|
|
LOGES et al. 2018, American Journal of Human Genetics. |
Analysis of the localization of DNAH9 and effect of various DNAH mutations on ODA protein |
DNAH9, DNAH11, DNAH5, DNAI1, DNAI2, CCDC114 |
Human |
Proteome |
Immunohistochemistry |
HP:other: Other |
BTO_0000203: respiratory system |
CL_0002368: respiratory epithelial cell |
|
|
|
BRENKER et al. 2018, Human Reproduction. |
Synergistic activation of human CatSper by progesterone and PGE1 |
CATSPER |
Human |
Proteome |
Functional Study |
HP:control |
|
CL_0000019: sperm |
|
|
|
BRENKER et al. 2018, Human Reproduction. |
Synergistic activation of human CatSper by EDCs |
CATSPER |
Human |
Proteome |
Functional Study |
HP:control |
|
CL_0000019: sperm |
|
|
|
WANG et al. 2020, Journal of Biological Chemistry. |
CatSper is not activated by intracellular cAMP or cAMP/PKA signaling |
CATSPER |
Human |
Proteome |
Functional Study |
HP:control |
|
CL_0000019: sperm |
|
|
|
WANG et al. 2020, Journal of Biological Chemistry. |
Membrane-permeable cAMP analogs activate CatSper only from the outside |
CATSPER |
Human |
Proteome |
Functional Study |
HP:control, HP:other: Other |
|
CL_0000019: sperm |
|
|
|
WANG et al. 2020, Journal of Biological Chemistry. |
Human CatSper is activated by cyclic nucleotides via a so-far-unknown binding site |
CATSPER |
Human |
Proteome |
Functional Study |
|
|
|
|
|
|
WANG et al. 2020, Journal of Biological Chemistry. |
The action of PKA inhibitors on CatSper does not rest on inhibition of PKA |
CATSPER |
Human |
Proteome |
Functional Study |
HP:control |
|
CL_0000019: sperm |
|
|
|
CINDRIĆ et al. 2020, American journal of respiratory cell and molecular biology. |
Analysis of SPEF2, HYDIN mutants |
SPEF, HYDIN |
Human |
Genome |
Genome-wide Association Study |
HP:other: Other |
BTO_0002637: respiratory epithelium cell line |
CL_0000064: ciliated cell |
|
|
|
CINDRIĆ et al. 2020, American journal of respiratory cell and molecular biology. |
Identification of a Homozygous Loss-Of-Function SPEF2 Mutation and Clinical Findings in OP-2013 & study concept |
SPEF, HYDIN |
Other |
Genome |
Targeted Genotyping |
HP:other: Other |
BTO_0002637: respiratory epithelium cell line |
CL_0002368: respiratory epithelial cell |
|
|
|
CINDRIĆ et al. 2020, American journal of respiratory cell and molecular biology. |
Identification of New HYDIN Mutations Causing PCD |
SPEF, HYDIN |
Human |
Genome |
Whole Exome Sequencing |
HP:other: Other |
|
CL_0000081: blood cell |
|
|
|
CINDRIĆ et al. 2020, American journal of respiratory cell and molecular biology. |
Clinical and Molecular Findings in the Affected Individuals with Mutations in HYDIN |
SPEF, HYDIN |
Human |
Genome |
Immunohistochemistry |
HP:other: Other |
|
CL_0002368: respiratory epithelial cell |
|
|
|
ALHATHAL et al. 2020, Genetics in Medicine. |
Chromosomal aberrations in male infertility |
CFAP44, NANOS1, SYCP2, TEX11, TTC21A, USP9Y, ZMYND15, TERB1 [CCDC79], PIWIL2, MAGEE2, ZSWIM7 |
Human |
Genome |
Other |
HP:0000789: Infertility |
BTO_0001363: testis |
CL_0000019: sperm |
|
|
|
ALHATHAL et al. 2020, Genetics in Medicine. |
The landscape of point variants in male infertility |
CFAP44, NANOS1, SYCP2, TEX11, TTC21A, USP9Y, ZMYND15, TERB1 [CCDC79], PIWIL2, MAGEE2, ZSWIM7 |
Human |
Genome |
Whole Exome Sequencing |
HP:0003251: Male infertility, HP:control |
|
|
|
|
|
Chen et al. 2020, Human Molecular Genetics. |
Analysis of the NOA/SO Exomes |
BRDT, CHD5, MCM9, MLH3, ZFX |
Human |
Exome |
Genome-wide Association Study |
HP:0011961: Non-obstructive azoospermia, HP:0000798: Oligozoospermia, HP:control |
|
|
|
|
|
Chen et al. 2020, Human Molecular Genetics. |
Evaluation of the WES data of unsolved cases to identify potentially novel genetic causes of human NOA |
BRDT, CHD5, MCM9, MLH3, ZFX |
Human |
Exome |
Genome-wide Association Study |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
Fakhro et al. 2018, Genet Med. |
Identification of NOA-related genes in the families |
CCDC155, NANOS2, SPO11, TEX14, and WNK3 |
Human |
Exome |
Whole Exome Sequencing |
HP:other: Other |
|
CL_0000019: sperm |
|
|
|
Fakhro et al. 2018, Genet Med. |
Point-of-care assessment of a sporadic NOA cohort |
CCDC155, NANOS2, SPO11, TEX14, and WNK3 |
Human |
Exome |
Whole Exome Sequencing |
HP:0011961: Non-obstructive azoospermia, HP:control |
|
|
|
|
|
AN et al. 2021, Journal of Assisted Reproduction and Genetics. |
Gene variants & Clinical characteristics |
TEX11, TEX14, SYCE1 |
Human |
Genome |
Targeted Genotyping |
HP:0011961: Non-obstructive azoospermia |
BTO_0001363: testis |
CL_0000216: Sertoli cell |
|
|
|
AN et al. 2021, Journal of Assisted Reproduction and Genetics. |
Deleterious function of NR5A1 mutations |
TEX11, TEX14, SYCE1 |
Human |
Proteome |
Functional Study |
HP:0011961: Non-obstructive azoospermia |
BTO_0001363: testis |
|
|
|
|
APREA et al. 2023, Frontiers in Genetics. |
PCD-affected individuals with undiagnosed mutational status |
CCDC39, CCDC40, RSPH1, RSPH9, HYDIN, SPEF2 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0000553: peripheral blood |
CL_0000081: blood cell |
|
|
|
APREA et al. 2023, Frontiers in Genetics. |
MMAF-affected individuals with undiagnosed mutational status |
CCDC39, CCDC40, RSPH1, RSPH9, HYDIN, SPEF2 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0000553: peripheral blood |
CL_0000081: blood cell |
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
Stage-specific gene and transcript dynamics in human germ cells |
TSPY4, LUZP4, HMGB4, RWDD2A, CCDC183, CNNM1, SERF1B, SOX15, SPATA4, SYCP3, MKI67, NR5A1, CFTR, PLK4, DMRT1, SYCE1 |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000216: Sertoli cell, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
WYRWOLL et al. 2022, Andrology. |
Analysis of copy number variation in men with non-obstructive azoospermia |
TEKT5, SYCE1, MLH3, EIF2B2, SLX4, CLPP, CYP2E1, SCART1, EIF2B2, CLUAP1, NLRC3 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0001363: testis |
CL_0000216: Sertoli cell |
|
|
|
WYRWOLL et al. 2022, Andrology. |
Immunohistochemistry of TEKT5 in fetal and adult human and mouse testes |
TEKT5, SYCE1, MLH3, EIF2B2, SLX4, CLPP, CYP2E1, SCART1, EIF2B2, CLUAP1, NLRC3 |
Human |
Exome |
Array-based comparative genomic hybridisation |
|
BTO_0001363: testis |
|
|
|
|
WYRWOLL et al. 2021, Human Reproduction. |
Detected biallelic variants in MSH4 and MSH5 |
MutS, MSH4, MSH5 |
Other |
Other |
Functional Study |
|
BTO_0000553: peripheral blood |
CL_0000738: leukocyte |
|
|
|
WYRWOLL et al. 2021, Human Reproduction. |
MERGE Study |
MutS, MSH4, MSH5 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0000553: peripheral blood |
|
|
|
|
WYRWOLL et al. 2021, Human Reproduction. |
Consequences of Identified loss-of-function (LoF) variants in MSH5 |
MutS, MSH4, MSH5 |
Other |
Proteome |
Immunohistochemistry |
|
BTO_0001363: testis |
|
|
|
|
MALL et al. 2021, Plos one. |
Heading towards a dead end: the role of DND1 in germ line differentiation of human iPSCs |
DND1, NANOS3, PRDM1 |
Human |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0001363: testis, BTO_0000089: blood |
CL_0002246: peripheral blood stem cell, CL_0002371: somatic cell |
|
|
|
CERVÁN-MARTÍN et al. 2022, Communications Biology. |
Immune and spermatogenesis-related loci are involved in the development of extreme patterns of male infertility |
HLA-DRB1, VRK1 |
Human |
Genome |
Genome-wide Association Study |
|
|
CL_0000216: Sertoli cell, CL_0000081: blood cell |
|
|
|
WALLMEIER et al. 2021, The American Journal of Human Genetics. |
Homozygous loss-of-function variants in TP73 found in seven individuals originating from five non-related families |
TP73, TP53, FOXJ1, RFX2, TP63, NOTCH1 |
Human |
Genome |
Genome-wide Association Study |
|
|
|
|
|
|
DI-PERSIO et al. 2021, Cell Reports Medicine. |
Alterations of the spermatogonial compartment in cryptozoospermic men |
EGR4, UTF1, MAGEA4 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium |
|
|
|
WESTERICH et al. 2023, Human Reproduction. |
Male Reproductive Genomics cohort |
DND1 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0001363: testis |
|
|
|
|
WESTERICH et al. 2023, Human Reproduction. |
The spectrum of rare DND1 variants in |
DND1 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0001363: testis |
|
|
|
|
WESTERICH et al. 2023, Human Reproduction. |
Zebrafish germ cells expressing orthologues of patient-mirrored DND1 protein variants are less |
DND1 |
Other |
Proteome |
Microarray |
|
|
|
|
|
|
WESTERICH et al. 2023, Human Reproduction. |
The DNDS212P variant protein is expressed at a reduced level in the germline |
DND1 |
Other |
Proteome |
Immunohistochemistry |
|
BTO_0000379: embryo |
|
|
|
|
WESTERICH et al. 2023, Human Reproduction. |
Germ cells expressing the DND variant exhibit defects in fate maintenance |
DND1 |
Other |
Transcriptome |
Bulk RNA-Sequencing |
|
|
CL_0000670: primordial germ cell |
|
|
|
WESTERICH et al. 2023, Human Reproduction. |
Germ cells expressing the DND variant exhibit defects in cell migration |
DND1 |
Other |
Other |
Other |
|
BTO_0000379: embryo |
|
|
|
|
OUD et al. 2022, Nature communications. |
Discovery of de novo mutations in infertile male trios |
RBM5, GREB1L, QSER1, CSTF3, U2AF2, HNRNPL, CDC5L, CWC27, TOPAZ1 |
Other |
Exome |
Whole Exome Sequencing |
|
BTO_0001202: saliva, BTO_0000089: blood |
|
|
|
|
OUD et al. 2022, Nature communications. |
Intolerance analysis of genes with de novo loss-of-function mutations |
RBM5, GREB1L, QSER1, CSTF3, U2AF2, HNRNPL, CDC5L, CWC27, TOPAZ1 |
Other |
Exome |
Whole Exome Sequencing |
|
|
|
|
|
|
OUD et al. 2022, Nature communications. |
Rare predicted pathogenic mutations |
RBM5, GREB1L, QSER1, CSTF3, U2AF2, HNRNPL, CDC5L, CWC27, TOPAZ1 |
Other |
Exome |
Other |
|
|
|
|
|
|
WU et al. 2021, Human molecular genetics. |
scRNA-Seq data analysis recognize 10 germ cell types and 6 somatic cell types |
CTCF, BORIS, NFY, DMRT6, EN1, ISL1, GLI3 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
WU et al. 2021, Human molecular genetics. |
Preliminary analysis of scATAC-Seq |
CTCF, BORIS, NFY, DMRT6, EN1, ISL1, GLI3 |
Human |
Epigenome |
Single-cell ATAC Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
NIE et al. 2022, Developmental cell. |
Single-cell transcriptomes of testes of young and older men |
KIT |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001363: testis |
|
|
|
|
NIE et al. 2022, Developmental cell. |
Analysis of aging in spermatogonia |
KIT |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0000016: male germ line stem cell, CL_0000020: spermatogonium, CL_0000656: primary spermatocyte, CL_0000656: primary spermatocyte, CL_4030036: early spermatid, CL_4030037: late spermatid, CL_4030036: early spermatid |
|
|
|
NIE et al. 2022, Developmental cell. |
Global alterations of the testicular somatic cells and somatic cell-germline interactions in the aging human testis |
KIT |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0002371: somatic cell |
|
|
|
NIE et al. 2022, Developmental cell. |
Sertoli cells display inflammation and metabolic dysregulation during aging |
KIT |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0000216: Sertoli cell |
|
|
|
NIE et al. 2022, Developmental cell. |
Leydig cells display dysregulation in signaling, testosterone and developmental identity |
KIT |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0000178: Leydig cell |
|
|
|
NIE et al. 2022, Developmental cell. |
Aging testicular peritubular cells show dysregulated cell death, matrisome, developmental pathways and contractility |
KIT |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
CL_0002481: peritubular myoid cell |
|
|
|
EL OMRI-CHARAI et al. 2023, Development. |
DNA methylation dynamic |
- |
Rat |
Methylome |
Whole Genome Bisulfite Sequencing |
|
|
CL_0002238: male gonocyte, CL_0000020: spermatogonium, CL_0000018: spermatid, CL_0000019: sperm |
|
|
|
MATSUNARI et al. 2018, Proceedings of the National Academy of Sciences. |
Transmission of the Mutant Trait to Offspring |
OTC, IL2RG, DMD |
Pig |
Other |
Other |
|
|
|
|
|
|
MATSUNARI et al. 2018, Proceedings of the National Academy of Sciences. |
Phenotypic Features of the Chimeric Pigs Carrying the Mutant Gene |
OTC, IL2RG, DMD |
Pig |
Other |
Other |
|
|
|
|
|
|
MURAT et al. 2022, Nature. |
snRNA profiling across ten mammals and a bird |
TEX11, PI4KB, DMRT1, IP6K1, RUBCNL, D1Pas1, H2al2a |
Human, Chimpanzee, Bonobo, Gorilla, Gibbon, Rhesus Macaque, Marmoset, Mouse, Opossum, Platypus, Chicken |
Transcriptome |
Single-nucleus RNA Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000216: Sertoli cell, CL_0002371: somatic cell |
|
|
|
MURAT et al. 2022, Nature. |
Rates of evolution along spermatogenesis and evolutionary forces |
TEX11, PI4KB, DMRT1, IP6K1, RUBCNL, D1Pas1, H2al2a |
Human, Chimpanzee, Bonobo, Gorilla, Gibbon, Rhesus Macaque, Marmoset, Mouse, Opossum, Platypus, Chicken |
Transcriptome |
Single-nucleus RNA Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000216: Sertoli cell, CL_0002371: somatic cell |
|
|
|
MURAT et al. 2022, Nature. |
Evolution of gene expression trajectories along spermatogenesis |
TEX11, PI4KB, DMRT1, IP6K1, RUBCNL, D1Pas1, H2al2a |
Human, Chimpanzee, Bonobo, Gorilla, Gibbon, Rhesus Macaque, Marmoset, Mouse, Opossum, Platypus, Chicken |
Transcriptome |
Single-nucleus RNA Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
MURAT et al. 2022, Nature. |
Contribution of new genes to the evolution of new spermatogenic functions |
TEX11, PI4KB, DMRT1, IP6K1, RUBCNL, D1Pas1, H2al2a |
Human, Chimpanzee, Bonobo, Gorilla, Gibbon, Rhesus Macaque, Marmoset, Mouse, Opossum, Platypus, Chicken |
Transcriptome |
Single-nucleus RNA Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
MURAT et al. 2022, Nature. |
Mammalian sex-chromosome evolution. |
TEX11, PI4KB, DMRT1, IP6K1, RUBCNL, D1Pas1, H2al2a |
Human, Rhesus Macaque, Mouse, Opossum, Platypus |
Transcriptome |
Single-nucleus RNA Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000216: Sertoli cell, CL_0002371: somatic cell |
|
|
|
GAYSINSKAYA et al. 2018, Epigenetics & chromatin. |
Genome‑wide DNA methylation levels in different cell stages |
- |
Mouse |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001363: testis |
CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000018: spermatid,
|
|
|
|
GARCIA-ALONSO et al. 2022, Nature. |
Human–mouse single-cell atlases of gonadal and extragonadal tissue |
SRY |
Human, Mouse |
Multiome |
Other |
|
BTO_0001363: testis, BTO_0000975: ovary |
|
|
|
|
GARCIA-ALONSO et al. 2022, Nature. |
TFs modulating germ cell differentiation |
SRY |
Human, Mouse |
Multiome |
Other |
|
BTO_0000975: ovary, BTO_0001363: testis |
CL_0000586: germ cell |
|
|
|
GARCIA-ALONSO et al. 2022, Nature. |
New gonadal somatic cells during sex determination |
SRY |
Human, Mouse |
Multiome |
Other |
|
BTO_0001363: testis, BTO_0000975: ovary |
PLANA_0002096: somatic gonadal cell, CL_0000501: granulosa cell, CL_0000216: Sertoli cell |
|
|
|
GARCIA-ALONSO et al. 2022, Nature. |
Supporting-like PAX8+ (sPAX8) gonadal lineage forms the rete testis |
SRY |
Human |
Other |
smFISH |
|
BTO_0001363: testis, BTO_0000975: ovary |
|
|
|
|
GARCIA-ALONSO et al. 2022, Nature. |
Transcriptional, spatiotemporal and paracrine signatures of human pregranulosa cells |
SRY |
Human, Mouse, Cynomolgus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0000975: ovary |
CL_0000501: granulosa cell |
|
|
|
SERRANO et al. 2023, Clinical epigenetics. |
Bisulfite conversion and RRBS |
Tal2 |
Mouse |
Methylome |
Reduced-Representation Bisulfite Sequencing |
|
BTO_0000408: epididymis |
, , , , ,
|
|
|
|
SERRANO et al. 2023, Clinical epigenetics. |
Quantitative Bisulfite Sanger sequencing PCR |
Tal2 |
Mouse |
Transcriptome |
High-resolution bisulfite Sanger PCR |
|
|
, , , , ,
|
|
|
|
SERRANO et al. 2023, Clinical epigenetics. |
Gene expression analysis |
Tal2 |
Mouse |
Transcriptome |
RT-qPCR |
|
BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis, BTO_0000975: ovary, BTO_0000975: ovary, BTO_0000975: ovary, BTO_0000975: ovary, BTO_0000671: kidney, BTO_0000671: kidney, BTO_0000671: kidney, BTO_0000671: kidney |
|
|
|
|
POTABATTULA et al. 2020, Aging cell. |
Male aging effects on sperm repetitive DNA methylation |
- |
Human |
Methylome |
Bisulfite Pyrosequencing |
|
|
CL_0000019: sperm |
|
|
|
POTABATTULA et al. 2020, Aging cell. |
Sequence- and age-dependent rDNA methylation and epimutation rates |
- |
Human |
Methylome |
Deep Bisulfite Sequencing |
|
|
CL_0000019: sperm, CL_0000019: sperm |
|
|
|
POTABATTULA et al. 2020, Aging cell. |
rDNA methylation in cord blood |
- |
Human |
Methylome |
Bisulfite Pyrosequencing |
|
BTO_0004053: umbilical cord blood, BTO_0004053: umbilical cord blood |
UBERON_0012168: umbilical cord blood, UBERON_0012168: umbilical cord blood |
|
|
|
POTABATTULA et al. 2020, Aging cell. |
rDNA methylation peripheral blood |
- |
Human |
Methylome |
Bisulfite Pyrosequencing |
|
BTO_0000553: peripheral blood, BTO_0000553: peripheral blood |
CL_0000081: blood cell, CL_0000081: blood cell |
|
|
|
POTABATTULA et al. 2020, Aging cell. |
Sperm rDNA clock |
- |
Human |
Methylome |
Bisulfite Pyrosequencing |
|
|
CL_0000019: sperm, CL_0000019: sperm |
|
|
|
POTABATTULA et al. 2020, Aging cell. |
Evolutionary conservation of age-related sperm rDNA methylation |
- |
Mouse, Bovine, Marmoset, Human |
Methylome |
Bisulfite Pyrosequencing |
|
|
CL_0000019: sperm, CL_0000019: sperm, CL_0000019: sperm, CL_0000019: sperm |
|
|
|
LAIHO et al. 2013, PloS one. |
Genome‑wide DNA methylation levels in different cell stages |
- |
Mouse |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001363: testis |
CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000018: spermatid,
|
|
|
|
RAJACHANDRAN et al. 2023, Cell reports. |
A spatially resolved LR interaction map of the mouse testis |
KIT |
Mouse |
Transcriptome |
Slide-seq |
|
BTO_0001363: testis |
CL_4030037: late spermatid, CL_4030036: early spermatid, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000115: endothelial cell, CL_0000178: Leydig cell, CL_0000216: Sertoli cell |
|
|
|
RAJACHANDRAN et al. 2023, Cell reports. |
PTN-mediated signaling regulates the functions of mouse SSCs |
KIT |
Mouse |
Other |
Immunohistochemistry |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, PLANA_0000219: spermatogonial stem cell |
|
|
|
RAJACHANDRAN et al. 2023, Cell reports. |
Global cell-cell communications in the mouse testis |
KIT |
Mouse |
Transcriptome |
Slide-seq |
|
BTO_0001363: testis |
CL_0000018: spermatid, CL_0000017: spermatocyte, CL_0000020: spermatogonium, , CL_0000178: Leydig cell, CL_0000216: Sertoli cell |
|
|
|
RAJACHANDRAN et al. 2023, Cell reports. |
A spatially resolved LR interaction map of the human testis |
KIT |
Human |
Transcriptome |
Slide-seq |
|
BTO_0001363: testis |
CL_4030037: late spermatid, CL_4030036: early spermatid, CL_0002481: peritubular myoid cell, CL_0000235: macrophage, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000115: endothelial cell, CL_0000178: Leydig cell, CL_0000216: Sertoli cell |
|
|
|
LAU et al. 2020, Developmental Cell. |
scRNA-seq establishes germ and somatic cell types sesiding within the cynomolgus testis |
DNMT3L, UTF1, PIWIL4, SOHLH1, EGR4, FGFR3, UCHL1, DMRT1, NFYB/C, NfyB/C, YY1, CTCFL, REL, TBX1, BACH1 |
Cynomolgus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
|
|
|
|
LAU et al. 2020, Developmental Cell. |
Spermatogonial differentiation |
DNMT3L, UTF1, PIWIL4, SOHLH1, EGR4, FGFR3, UCHL1, DMRT1, NFYB/C, NfyB/C, YY1, CTCFL, REL, TBX1, BACH1 |
Cynomolgus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
|
|
|
|
LAU et al. 2020, Developmental Cell. |
Integrated Analysis of Spermatogenesis in Three Eutherian Mammals |
DNMT3L, UTF1, PIWIL4, SOHLH1, EGR4, FGFR3, UCHL1, DMRT1, NFYB/C, NfyB/C, YY1, CTCFL, REL, TBX1, BACH1 |
Cynomolgus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
|
|
|
|
LAU et al. 2020, Developmental Cell. |
Transcription factor activity during spermatogenesis |
DNMT3L, UTF1, PIWIL4, SOHLH1, EGR4, FGFR3, UCHL1, DMRT1, NFYB/C, NfyB/C, YY1, CTCFL, REL, TBX1, BACH1 |
Cynomolgus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
|
|
|
|
SINGH et al. 2023, International Journal of Molecular Sciences. |
Single-cell transcriptomics in prepubertal human, baboon, and macaque testes |
MAP2K2, RAC3, PAK4, TOLLIP, SH2B2 |
Human, Baboon, Rhesus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis |
|
|
|
|
SINGH et al. 2023, International Journal of Molecular Sciences. |
Cross-species comparison of spermatogonia |
MAP2K2, RAC3, PAK4, TOLLIP, SH2B2 |
Human, Baboon, Rhesus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis |
CL_0000016: male germ line stem cell, CL_0000586: germ cell, CL_0000586: germ cell |
|
|
|
SINGH et al. 2023, International Journal of Molecular Sciences. |
Pathways analyses reveal unique biological pathways among conserved primate SSC |
MAP2K2, RAC3, PAK4, TOLLIP, SH2B2 |
Human, Baboon, Rhesus Macaque |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis |
CL_0000016: male germ line stem cell, CL_0000016: male germ line stem cell, CL_0000016: male germ line stem cell |
|
|
|
PLUTA et al. 2023, Nature communications. |
Novel independent TGCT susceptibility loci |
KITLG |
Human |
Genome |
Genotyping |
|
|
|
|
|
|
SHEN et al. 2018, Cell reports. |
Molecular alterations and features across 137 TGCT samples |
KIT, KRAS, NRAS, PIK3CA |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0001363: testis |
CL_0000586: germ cell, CL_0000586: germ cell, CL_0000586: germ cell, CL_0000586: germ cell, CL_0000586: germ cell, CL_0000586: germ cell, CL_0000586: germ cell, CL_0000586: germ cell, CL_0000586: germ cell |
|
|
|
SHEN et al. 2018, Cell reports. |
DNA methylation differences between TGCT histology types |
KIT, KRAS, NRAS, PIK3CA |
Human |
Methylome |
Bisulfite Genomic Sequencing |
|
BTO_0001363: testis |
CL_0000670: primordial germ cell, CL_0000542: lymphocyte |
|
|
|
SHEN et al. 2018, Cell reports. |
Immune signatures are high in seminomas |
KIT, KRAS, NRAS, PIK3CA |
Human |
Transcriptome |
RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000236: B cell, CL_0000084: T cell, CL_0000623: natural killer cell, CL_0000235: macrophage |
|
|
|
CHEN et al. 2021, Cell reports. |
A spatial transcriptome atlas for mouse spermatogenesis |
Smcp, Lyar, Tnp1, H3f3b, Hils1, H2bl1, H1fnt, Tnp1, Tnp2, Prm1, Prm2, Tssk6, Habp4 |
Mouse |
Transcriptome |
Slide-seq |
|
BTO_0001363: testis |
CL_0000018: spermatid, CL_0000018: spermatid, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000115: endothelial cell, CL_0000216: Sertoli cell, CL_0000235: macrophage, CL_0000178: Leydig cell, CL_0002481: peritubular myoid cell |
|
|
|
CHEN et al. 2021, Cell reports. |
Stage-dependent gene expression patterns in Leydig cells and macrophages |
Smcp, Lyar, Tnp1, H3f3b, Hils1, H2bl1, H1fnt, Tnp1, Tnp2, Prm1, Prm2, Tssk6, Habp4 |
Mouse |
Transcriptome |
Slide-seq |
|
BTO_0001363: testis |
CL_0000178: Leydig cell, CL_0000235: macrophage |
|
|
|
CHEN et al. 2021, Cell reports. |
Differential stem cell microenvironment in mouse versus human testes |
Smcp, Lyar, Tnp1, H3f3b, Hils1, H2bl1, H1fnt, Tnp1, Tnp2, Prm1, Prm2, Tssk6, Habp4 |
Human, Mouse |
Transcriptome |
Slide-seq |
|
BTO_0001363: testis, BTO_0001363: testis |
CL_0000018: spermatid, CL_0000018: spermatid, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000115: endothelial cell, CL_0000216: Sertoli cell, CL_0000235: macrophage, CL_0000178: Leydig cell, CL_0002481: peritubular myoid cell |
|
|
|
CHEN et al. 2021, Cell reports. |
Diabetes induces testicular injuries by disrupting the spatial structures of seminiferous tubules |
Smcp, Lyar, Tnp1, H3f3b, Hils1, H2bl1, H1fnt, Tnp1, Tnp2, Prm1, Prm2, Tssk6, Habp4 |
Mouse |
Transcriptome |
Slide-seq |
|
BTO_0001363: testis, BTO_0001363: testis |
CL_0000018: spermatid, CL_0000018: spermatid, CL_0002481: peritubular myoid cell, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000216: Sertoli cell, CL_0000178: Leydig cell, CL_0000115: endothelial cell, CL_0000235: macrophage |
|
|
|
GUO et al. 2020, Cell stem cell. |
Single-cell transcriptome profiling of the human juvenile testis |
SOX9 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000586: germ cell, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000216: Sertoli cell, CL_0000178: Leydig cell, CL_0002481: peritubular myoid cell, CL_0000235: macrophage, CL_0000115: endothelial cell, CL_0000192: smooth muscle cell |
|
|
|
GUO et al. 2020, Cell stem cell. |
Single-cell profiling of testes from T-suppressed transfemales |
SOX9 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000192: smooth muscle cell, CL_0000235: macrophage, CL_0002481: peritubular myoid cell, CL_0000115: endothelial cell, CL_0000178: Leydig cell, CL_0000216: Sertoli cell, CL_0000910: cytotoxic T cell |
|
|
|
GUO et al. 2020, Cell stem cell. |
Testosterone promotes Sertoli and germ cell development in vivo |
SOX9 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis, BTO_0001363: testis |
CL_0000910: cytotoxic T cell, CL_0000235: macrophage, CL_0000115: endothelial cell, CL_0000216: Sertoli cell, CL_0000018: spermatid, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0002481: peritubular myoid cell, CL_0000178: Leydig cell, CL_0000192: smooth muscle cell |
|
|
|
LAMBROT et al. 2021, Cell Reports. |
H3K4me3 is enriched at CpG-rich regions, promoters, and SINEs in human sperm |
FOXO1 |
Human |
Other |
Chromatin Immunopreciptation Sequencing |
|
BTO_0001363: testis |
CL_0000018: spermatid, CL_0000017: spermatocyte, CL_0000020: spermatogonium, CL_0000016: male germ line stem cell |
|
|
|
LAMBROT et al. 2021, Cell Reports. |
H3K4me3 and DNA methylation co-occur at functional genomic regions in human sperm |
FOXO1 |
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001363: testis |
CL_0000016: male germ line stem cell, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
LAMBROT et al. 2021, Cell Reports. |
The functional relationship of sperm H3K4me3 and DNA methylation in gene regulation during spermatogenesis and embryogenesis |
FOXO1 |
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001363: testis |
CL_0000016: male germ line stem cell, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
LAMBROT et al. 2021, Cell Reports. |
H3K4me3 in sperm localizes to enhancers and regions escaping epigenetic reprogramming |
FOXO1 |
Human |
Other |
Chromatin Immunopreciptation Sequencing |
|
BTO_0001363: testis |
CL_0000016: male germ line stem cell, CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
DENOMME et al. 2020, Aging Cell. |
Sperm methylomes |
CACNA1H, CNTNAP2, GRIN1, SHANK2, SHANK3, PRKCZ, ZNF804A, TCF3, COMT, DRD4, MBP, TRPM2, DLGAP2, KCNQ1 |
Human |
Methylome |
Reduced-Representation Bisulfite Sequencing |
|
BTO_0001363: testis |
CL_0000019: sperm |
|
|
|
DENOMME et al. 2020, Aging Cell. |
Blastocyst methylomes |
CACNA1H, CNTNAP2, GRIN1, SHANK2, SHANK3, PRKCZ, ZNF804A, TCF3, COMT, DRD4, MBP, TRPM2, DLGAP2, KCNQ1 |
Human |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001424: uterus |
UBERON_0000358: blastocyst |
|
|
|
DENOMME et al. 2020, Aging Cell. |
Targeted bisulfite pyrosequencing for methylation validation |
CACNA1H, CNTNAP2, GRIN1, SHANK2, SHANK3, PRKCZ, ZNF804A, TCF3, COMT, DRD4, MBP, TRPM2, DLGAP2, KCNQ1 |
Human |
Methylome |
Targeted Bisulfite Pyrosequencing |
|
BTO_0001363: testis, BTO_0001424: uterus |
CL_0000019: sperm, UBERON_0000358: blastocyst |
|
|
|
DURA et al. 2022, Nature genetics. |
DNMT3A broadly methylates the genome in fetal male germ cells |
DNMT3A |
Mouse |
Methylome |
Whole Genome Bisulfite Sequencing |
|
BTO_0001363: testis |
CL_0002238: gonocyte |
|
|
|
DURA et al. 2022, Nature genetics. |
SSCs cannot exit the stem cell state without DNMT3A-dependent DNA methylation |
DNMT3A |
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000586: germ cell, CL_0000020: spermatogonium, CL_0000016: male germ line stem cell |
|
|
|
DURA et al. 2022, Nature genetics. |
DNA methylation regulates SSC plasticity by limiting enhancer activity |
DNMT3A |
Mouse |
Transcriptome |
Bulk RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000016: male germ line stem cell |
|
|
|
CASTILLO et al. 2023, Life Science Alliance. |
Transcriptional characterisation of PGC specification in embryoid bodies |
TFAP2A |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
UBERON_0014374: embryoid body |
CL_0000670: primordial germ cell, CL_0002248: pluripotent stem cell |
|
|
|
CASTILLO et al. 2023, Life Science Alliance. |
Detection of PGC-competent population |
TFAP2A |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
UBERON_0014374: embryoid body |
CL_0002248: pluripotent stem cell, CL_0000670: primordial germ cell |
|
|
|
CASTILLO et al. 2023, Life Science Alliance. |
Specification of PGCLCs in EBs represents a primitive streak-like stage |
TFAP2A |
Other |
Transcriptome |
Spatial Transcriptomics |
|
BTO_0000379: embryo |
CL_0000670: primordial germ cell |
|
|
|
CASTILLO et al. 2023, Life Science Alliance. |
TFAP2A is a regulator of PGCLC fate |
TFAP2A |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
UBERON_0014374: embryoid body |
CL_0002248: pluripotent stem cell |
|
|
|
WANG et al. 2020, Nature. |
Regulation across expression layers investigated by translatome and transcriptome analysis |
Ppp3r2 |
Human, Rhesus Macaque, Mouse, Opossum, Platypus, Chicken |
Translatome |
Ribosome profiling |
|
BTO_0001363: testis, BTO_0000142: brain, BTO_0000759: liver |
CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000019: sperm |
|
|
|
WANG et al. 2020, Nature. |
Co-evolution of expression layers investigated by translatome and transcriptome analysis |
Ppp3r2 |
Human, Rhesus Macaque, Mouse, Opossum, Platypus, Chicken |
Transcriptome |
RNA-Sequencing |
|
BTO_0001363: testis, BTO_0000142: brain, BTO_0001363: liver |
|
|
|
|
WANG et al. 2020, Nature. |
Compensatory evolution of X-linked genes across the translatome, transcriptome and proteome layers |
Ppp3r2 |
Human, Rhesus Macaque, Mouse, Opossum, Platypus, Chicken |
Transcriptome |
RNA-Sequencing |
|
BTO_0001363: testis, BTO_0000142: brain, BTO_0001363: liver |
|
|
|
|
SIEPER et al. 2023, Andrology. |
RNA expression profiles of TEX genes |
TEX |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
HP:0000027: Azoospermia, HP:0030974: Cryptozoospermia, HP:0012864: Abnormal sperm morphology, HP:0012207: Reduced sperm motility |
BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis |
|
|
|
|
SIEPER et al. 2023, Andrology. |
Fertility assessment of human TEX gene orthologs using Drosophila model organism |
TEX |
Drosophila Melanogaster |
Other |
Immunofluorescence |
|
BTO_0001363: testis |
|
|
|
|
CAPPONI et al. 2023, Development. |
Classification of the spermatogonial compartments and proliferative activity of undiff-SPG in the cynomolgus monkey testis |
KIT |
Cynomolgus Macaque |
Other |
Immunostaining |
|
BTO_0001363: testis |
CL_0000020: spermatogonium |
|
|
|
CAPPONI et al. 2023, Development. |
Kinetics of the diff-SPG in cynomolgus monkey |
KIT |
Cynomolgus Macaque |
Other |
Immunostaining |
|
BTO_0001363: testis |
CL_0000020: spermatogonium |
|
|
|
CAPPONI et al. 2023, Development. |
Comparative analysis in human spermatogonial compartment |
KIT |
Human |
Other |
Immunostaining |
|
BTO_0001363: testis |
CL_0000020: spermatogonium |
|
|
|
DICKE et al. 2023, Human Reproduction. |
Identification of novel high-impact homozygous variants in INSL3 and RXFP2 in infertile men with bilateral cryptorchidism |
INSL3, RXFP2 |
Human |
Genome |
Genotyping |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte |
|
|
|
HIORT et al. 2023, Sexual Development. |
Testicular tissue composition of patients with 46,XX TDSD, NS, KS and AZF deletions |
SRY, SOX9 |
Human |
Other |
Immunohistochemical staining |
|
BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis |
CL_0000586: male germ cell, CL_0000216: Sertoli cell, CL_0000178: Leydig cell |
|
|
|
GREITHER et al. 2020, Cytogenetic and Genome Research. |
Binary logistic regression analyses to evaluate the potential of genes as markers for male fertility impairment |
AKAP4, TNP1, DAZL, BRDT, DMRT1, SPO11, ZPBP, HORMAD1, SMC1B |
Human, Mouse |
Other |
Other |
|
BTO_0001363: testis, BTO_0001363: testis |
CL_0000019: sperm, CL_0000019: sperm |
|
|
|
GREITHER et al. 2022, International Journal of Molecular Sciences. |
Whole exome sequencing identifying single-nucleotide polymorphisms (SNPs) in 100 infertile and normal-fertile men |
ANAPC1, CES1, FAM131C, HLA-DRB1, KMT2C, NOMO1, SAA1, SRGAP2, SUSD2 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0000089: blood, BTO_0000089: blood |
|
|
|
|
GREITHER et al. 2023, Andrology. |
Examination of proteomic profiles of spermatozoa from infertile men using mass spectrometry analysis |
C2orf16, CYLC1, SPATA31E1, SPATA31D1, SPATA48, EFHB (CFAP21), and FAM161A |
Human |
Proteome |
Mass Spectrometry Analysis |
|
BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis, BTO_0001363: testis |
CL_0000019: sperm |
|
|
|
NAGIRNAJA et al. 2022, Nature communications. |
Variant prioritization and burden testing in NOA cases |
MAGEA3 |
Human |
Exome |
Whole Exome Sequencing |
HP:0011961: Non-obstructive azoospermia |
BTO_0001363: testis |
|
|
|
|
NAGIRNAJA et al. 2022, Nature communications. |
Characteristics of NOA genes in the context of male infertility and the broader Mendelian disease landscape |
MAGEA3 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0001363: testis |
|
|
|
|
NAGIRNAJA et al. 2022, Nature communications. |
Integrative analysis with testis scRNAseq reveals ‘molecular subforms’ of NOA |
MAGEA3 |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000216: Sertoli cell, CL_0000178: Leydig cell, CL_0000115: endothelial cell, CL_0000235: macrophage, CL_0000236: B cell, CL_0000084: T cell, CL_0000763: myeloid cell |
|
|
|
NAGIRNAJA et al. 2022, Nature communications. |
Disruption of piRNA biogenesis causes spermatogenic failure in men |
MAGEA3 |
Human |
Other |
Other |
|
BTO_0001363: testis |
|
|
|
|
RIERA-ESCAMILLA et al. 2022, The American Journal of Human Genetics. |
Identification of recurrently mutated genes associated with spermatogenic failure |
RBBP7 |
Human |
Exome |
Exome Sequencing |
HP:0011961: Non-obstructive azoospermia, HP:0030974: Cryptozoospermia |
BTO_0001363: testis |
|
|
|
|
WYRWOLL et al. 2022, European urology. |
Identification of the underlying genetic cause of crypto-/ azoospermia via Whole Exome Sequencing |
CFTR, ADGRG2 |
Human |
Exome |
Whole Exome Sequencing |
HP:0030974: Cryptozoospermia, HP:0000027: Azoospermia |
BTO_0001363: testis |
CL_0000017: spermatocyte, CL_0000018: spermatid, CL_0000020: spermatogonium |
|
|
|
SIEBERT-KUSS et al. 2024, The American Journal of Human Genetics. |
Whole-genome methylation sequencing of human germ cells from normal spermatogenesis |
DMRT1, SOX6 |
Human |
Methylome |
EM-seq |
|
BTO_0001363: testis |
CL_0000018: spermatid, CL_0000019: sperm |
|
|
|
SIEBERT-KUSS et al. 2024, The American Journal of Human Genetics. |
Whole-genome methylation sequencing of human germ cells from cryptozoospermic individuals |
DMRT1, SOX6 |
Human |
Methylome |
EM-seq |
|
BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte |
|
|
|
STALLMEYER et al. 2024, Nature Communications. |
Genetic variants in the piRNA pathway in the MERGE cohort |
PIWIL1, GTSF1, GPAT2, MAEL, TDRD1, DDX4 |
Human |
Exome |
Exome Sequencing |
HP:0000027: Azoospermia, HP:0030974: Cryptozoospermia, HP:0034815: Extreme oligozoospermia, HP:0034818: Severe oligozoospermia |
BTO_0000553: peripheral blood, BTO_0001363: testis |
CL_0000020: spermatogonium, CL_0000017: spermatocyte, CL_0000018: spermatid |
|
|
|
STALLMEYER et al. 2024, Nature Communications. |
Genetic variants in the piRNA pathway in the MERGE cohort (Part 2) |
PIWIL1, GTSF1, GPAT2, MAEL, TDRD1, DDX4 |
Human |
Genome |
Whole Genome Sequencing |
|
BTO_0001363: testis |
|
|
|
|
STALLMEYER et al. 2024, Nature Communications. |
Genetic variants in the piRNA pathway in the Strasbourg cohort |
PIWIL1, GTSF1, GPAT2, MAEL, TDRD1, DDX4 |
Human |
Exome |
Exome Sequencing |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
STALLMEYER et al. 2024, Nature Communications. |
Genetic variants in the piRNA pathway in the Barcelona cohort |
PIWIL1, GTSF1, GPAT2, MAEL, TDRD1, DDX4 |
Human |
Exome |
Exome Sequencing |
HP:0011961: Non-obstructive azoospermia |
|
|
|
|
|
STALLMEYER et al. 2024, Nature Communications. |
Genetic variants in the piRNA pathway in the Nijmegen/Newcastle cohort |
PIWIL1, GTSF1, GPAT2, MAEL, TDRD1, DDX4 |
Human |
Exome |
Exome Sequencing |
HP:0000027: Azoospermia, HP:0030974: Cryptozoospermia |
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
RNA-sequencing of human testis with full spermatogenesis (CTR), spermatogonial arrest (SPG), spermatocyte arrest (SPC), round spermatid arrest (SPD), and Sertoli cell-only phenotype (SCO) |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
RNA-Sequencing |
HP:0034299: Sertoli cell-only phenotype, HP:4000187: Spermatogonial maturation arrest, HP:0031039: Early spermatogenesis maturation arrest, HP:0031040: Round spermatid arrest, HP:control |
BTO_0001363: testis |
CL_4030036: early spermatid, CL_4030037: late spermatid, CL_0000017: spermatocyte, CL_0000020: spermatogonium |
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
Differentially expressed genes (DEGs) between SCO and SPG |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
DEGs between SPG and SPC |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
DEGs between SPC and SPD |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
DEGs between SPD and CTR |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
Top 120 DEGs with absent or low expression in scRNA-seq datasets or different germ cell specificity |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
List of differential transcript usage (DTU) genes getween SCO and SPG |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Other |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
List of DTU genes between SPG and SPC |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Other |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
List of DTU genes between SPC and SPD |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Other |
|
|
|
|
|
|
SIEBERT-KUSS et al. 2022, Life Science Alliance. |
List of DTU genes between SPD and CTR |
NR5A1, LUZP4, TSPY4, ANHX, PRAP1, FTHL17, SYNGR4, PRR30, ACTL7A, HMGB4, TP53TG5, OXCT2, HEMGN, SOX15, SPATA4, SYCP3, MKI67, RWDD2A, CCDC183, CNNM1, SERF1B |
Human |
Transcriptome |
Other |
|
|
|
|
|
|
SHOMRONI et al. 2022, Scientific Reports. |
Cell cultures of eight primary dermal fibroblasts |
DAXX, MRPL34, MT-CO1, MT-ND4, MT-ND5, MT-CYB |
Human |
Transcriptome |
Single-cell RNA-Sequencing |
|
BTO_0004419: dermal fibroblast |
|
|
|
|
YOUNG et al. 2024, The Journal of Clinical Investigation. |
The CatSper-Activity-Test identifies patients with defective CatSper function |
CATSPER2, STRCG |
Human |
Other |
Functional Study |
HP:0000407: Sensorineural hearing impairment, HP:other: Other, HP:other: Other |
BTO_0001230: semen |
CL_0000019: sperm |
|
|
|
YOUNG et al. 2024, The Journal of Clinical Investigation. |
Deletion of CATSPER2 in patient C9 |
CATSPER2, STRCG |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0000553: peripheral blood |
|
|
|
|
SCHNEIDER et al. 2023, eLife. |
Cylicins are indispensable for male fertility in mice |
Cylc1, CYLC1, Cylc2, CYLC2 |
Mouse |
Genome |
Genotyping |
|
BTO_0001363: testis |
CL_0000018: spermatid |
|
|
|
SCHNEIDER et al. 2023, eLife. |
Sperm morphology is severely altered in Cylicin-deficient mice |
Cylc1, CYLC1, Cylc2, CYLC2 |
Mouse |
Proteome |
Immunofluorescence |
|
BTO_0001230: semen |
CL_0000019: sperm |
|
|
|
SCHNEIDER et al. 2023, eLife. |
Cylicins are required for normal sperm morphology in human |
Cylc1, CYLC1, Cylc2, CYLC2 |
Human |
Exome |
Whole Exome Sequencing |
|
BTO_0000553: peripheral blood |
CL_0000542: lymphocyte |
|
|
|
SCHNEIDER et al. 2023, eLife. |
Cylicins are required for normal sperm morphology in human Part 2 |
Cylc1, CYLC1, Cylc2, CYLC2 |
Human |
Proteome |
Immunofluorescence |
|
BTO_0001230: semen |
CL_0000019: sperm |
|
|
|
SCHNEIDER et al. 2023, eLife. |
Cylc2-/- sperm cells have altered flagellar beat |
Cylc1, CYLC1, Cylc2, CYLC2 |
Mouse |
Other |
Transmission electron microscopy |
|
BTO_0001230: semen |
CL_0000019: sperm |
|
|
|
GRAF et al. 2022, Nature Communications. |
Single cell RNA-seq data for Atypical Teratoid Rhabdoid Tumor (ATRT) - activated sonic hedgehog signaling (SHH) and ATRT-MYC oncogene-driven (MYC) samples |
Smarcb1, Nestin, Olig1, Ki67, CD3, CD45, Hepar, Inhibin, Myc, Sox2, Sox9, Sox21, Fabp7, Bmp4, Hox8, Dppa3, Ifitm3, Psmb8, Psme1, Isg15, Igtp, Ccnb1, Ccna2, Pou5f1, Lefty1, Dnd1, Ifitm1, Gjb3, Kdm5a, Prmt1, Suv39h1, Filga, Stra8, Dnmt3a, Dnmt1, Ezh2 |
Human, Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
HP:0034557: Rhabdoid tumor |
|
|
|
|
|
GRAF et al. 2022, Nature Communications. |
ScRNAseq data for Extracranial tumors (eRT) and MYC tumors from the spinal canal (MYC spinal) samples |
Smarcb1, Nestin, Olig1, Ki67, CD3, CD45, Hepar, Inhibin, Myc, Sox2, Sox9, Sox21, Fabp7, Bmp4, Hox8, Dppa3, Ifitm3, Psmb8, Psme1, Isg15, Igtp, Ccnb1, Ccna2, Pou5f1, Lefty1, Dnd1, Ifitm1, Gjb3, Kdm5a, Prmt1, Suv39h1, Filga, Stra8, Dnmt3a, Dnmt1, Ezh2 |
Human, Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
GRAF et al. 2022, Nature Communications. |
Gene expression array data of the tumors derived from the Sox2-cre, Sox2-creERT2 and Rosa26-creERT2 Smarcb1 knockout models generating SHH and MYC RT |
Smarcb1, Nestin, Olig1, Ki67, CD3, CD45, Hepar, Inhibin, Myc, Sox2, Sox9, Sox21, Fabp7, Bmp4, Hox8, Dppa3, Ifitm3, Psmb8, Psme1, Isg15, Igtp, Ccnb1, Ccna2, Pou5f1, Lefty1, Dnd1, Ifitm1, Gjb3, Kdm5a, Prmt1, Suv39h1, Filga, Stra8, Dnmt3a, Dnmt1, Ezh2 |
Human, Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
GRAF et al. 2022, Nature Communications. |
Bulk RNA-seq data of tumors derived from the DPPA3-cre::Smarcb1Fl/+ mice |
Smarcb1, Nestin, Olig1, Ki67, CD3, CD45, Hepar, Inhibin, Myc, Sox2, Sox9, Sox21, Fabp7, Bmp4, Hox8, Dppa3, Ifitm3, Psmb8, Psme1, Isg15, Igtp, Ccnb1, Ccna2, Pou5f1, Lefty1, Dnd1, Ifitm1, Gjb3, Kdm5a, Prmt1, Suv39h1, Filga, Stra8, Dnmt3a, Dnmt1, Ezh2 |
Human, Mouse |
Transcriptome |
Bulk RNA-Sequencing |
|
|
|
|
|
|
KENTISTOU et al. 2024, Nature Genetics. |
Genetic Complexity of Pubertal Timing in Women |
ZNF483, GPR83, MC3R |
Human |
Genome |
Other |
|
|
|
|
|
|
CHEN et al. 2024, Cell Stem Cell. |
scRNA-seq of EDG7.5, EDG9.5, Reactivated, E4.5 and E5.5 embryos Illumina |
- |
Mouse |
Transcriptome |
Single-cell RNA-Sequencing |
|
|
|
|
|
|
CHEN et al. 2024, Cell Stem Cell. |
RNA-seq analysis of wildtype, Taz knockout, and Yap/Taz double knockout ESCs |
- |
Mouse |
Transcriptome |
RNA-Sequencing |
|
|
|