ArticleScientific reports2022
Using publicly available transcriptomic data to identify mechanistic and diagnostic biomarkers in azoospermia and overall male infertility.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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16 citing papers in PubMed, 1 synthesis or guideline pooled it, 33 citations in OpenAlex.
- Pooled it
- The effects ofHeliyon · 2025Article
- The Evolutionary Route of in vitro Human Spermatogenesis: What is the Next Destination?Stem cell reviews and reports · 2024Review
- Oxidative Stress Biomarkers in Male Infertility: Established Methodologies and Future Perspectives.Genes · 2024Review
- CCDC28A deficiency causes sperm head defects, reduced sperm motility and male infertility in mice.Cellular and molecular life sciences : CMLS · 2024Article
- Bringing proteomics to bear on male fertility: key lessons.Expert review of proteomics · 2024Review
- Dysregulated expression of IGSF11-AS1 and BVES-AS in azoospermia and its correlation with serum hormone levels.Biomarkers in medicine · 2024Article
- SPATA20 deficiency enhances the metastatic and angiogenic potential of cancer cells by promoting HIF-1α synthesis.American journal of cancer research · 2024Article
- The RNA-binding protein Adad1 is necessary for germ cell maintenance and meiosis in zebrafish.PLoS genetics · 2023Article
- Molecular dissection and testing of PRSS37 function through LC-MS/MS and the generation of a PRSS37 humanized mouse model.Scientific reports · 2023Article
- Article
- Identification of Specific Biomarkers and Pathways in the Treatment Response of Infliximab for Inflammatory Bowel Disease: In-Silico Analysis.Life (Basel, Switzerland) · 2023Article
- Reproductive Suppression Caused by Spermatogenic Arrest: Transcriptomic Evidence from a Non-Social Animal.International journal of molecular sciences · 2023Article
- Expression profiles of meiotic genes in male vs. female gonads and gametes: Insights into fertility issues.Frontiers in genetics · 2023Article
- Mosaic results after preimplantation genetic testing for aneuploidy may be accompanied by changes in global gene expression.Frontiers in molecular biosciences · 2023Article
- An insight into the runs of homozygosity distribution and breed differentiation in Mangalitsa pigs.Frontiers in genetics · 2022Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Azoospermia, which is the absence of spermatozoa in an ejaculate occurring due to defects in sperm production, or the obstruction of the reproductive tract, affects about 1% of all men and is prevalent in up to 10-15% of infertile males. Conventional semen analysis remains the gold standard for diagnosing and treating male infertility; however, advances in molecular biology and bioinformatics now highlight the insufficiency thereof. Hence, the need to widen the scope of investigating the aetiology of male infertility stands pertinent. The current study aimed to identify common differentially expressed genes (DEGs) that might serve as potential biomarkers for non-obstructive azoospermia (NOA) and overall male infertility. DEGs across different datasets of transcriptomic profiling of testis from human patients with different causes of infertility/ impaired spermatogenesis and/or azoospermia were explored using the gene expression omnibus (GEO) database. Following the search using the GEOquery, 30 datasets were available, with 5 meeting the inclusion criteria. The DEGs for datasets were identified using limma R packages through the GEO2R tool. The annotated genes of the probes in each dataset were intersected with DEGs from all other datasets. Enriched Ontology Clustering for the identified genes was performed using Metascape to explore the possible connection or interaction between the genes. Twenty-five DEGs were shared between most of the datasets, which might indicate their role in the pathogenesis of male infertility. Of the 25 DEGs, eight genes (THEG, SPATA20, ROPN1L, GSTF1, TSSK1B, CABS1, ADAD1, RIMBP3) are either involved in the overall spermatogenic processes or at specific phases of spermatogenesis. We hypothesize that alteration in the expression of these genes leads to impaired spermatogenesis and, ultimately, male infertility. Thus, these genes can be used as potential biomarkers for the early detection of NOA.
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