2021
DOI: 10.1016/j.xcrm.2021.100395
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Single-cell RNA-seq unravels alterations of the human spermatogonial stem cell compartment in patients with impaired spermatogenesis

Abstract: Summary Despite the high incidence of male infertility, only 30% of infertile men receive a causative diagnosis. To explore the regulatory mechanisms governing human germ cell function in normal and impaired spermatogenesis (crypto), we performed single-cell RNA sequencing (>30,000 cells). We find major alterations in the crypto spermatogonial compartment with increased numbers of the most undifferentiated spermatogonia (PIWIL4 + ). We also observe a transcriptional switch wit… Show more

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Cited by 39 publications
(124 citation statements)
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References 64 publications
(130 reference statements)
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“…To identify novel germ cell-specific marker genes, we focused on the top 100 DEGs per group comparison with elevated expression in SPG, SPC, SPD, and normal samples. After evaluating the expression of all genes for their germ cell-specificity in our published scRNA-seq dataset of 3 patients with normal spermatogenesis (Di Persio et al ., 2021) (Fig. 3A), we show 3 genes per group comparison as examples.…”
Section: Resultsmentioning
confidence: 99%
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“…To identify novel germ cell-specific marker genes, we focused on the top 100 DEGs per group comparison with elevated expression in SPG, SPC, SPD, and normal samples. After evaluating the expression of all genes for their germ cell-specificity in our published scRNA-seq dataset of 3 patients with normal spermatogenesis (Di Persio et al ., 2021) (Fig. 3A), we show 3 genes per group comparison as examples.…”
Section: Resultsmentioning
confidence: 99%
“…To evaluate gene expression of selected genes of interest at single-cell level, we generated uniform manifold approximation and projection (UMAP) plots (McInnes et al ., 2020) based on our previously published dataset (Di Persio et al ., 2021) using the tool Seurat (Stuart et al ., 2019; Hao et al ., 2021).…”
Section: Methodsmentioning
confidence: 99%
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“…An average of 44 million reads were generated per sample. The expression pattern of RNF113B was determined in a control testis by retrieving the corresponding data from our recently published single-cell RNA- Seq dataset of normal human spermatogenesis 31 .…”
Section: Methodsmentioning
confidence: 99%
“…Early (round) spermatids were practically absent in both species, with cellular debris accumulating in the post-meiotic region of the fruit fly gonad. By analyzing our previously published single-cell RNA-Seq dataset of normal human spermatogenesis 37 , we observed that RNF113B was predominantly expressed at meiotic entry, peaking at the diplotene stage of prophase I ( Fig. 3d ).…”
Section: Figurementioning
confidence: 99%