Abstract
Meiotic arrest is a common cause of human male infertility, but the causes of this arrest are poorly understood. Transactive response DNA-binding protein of 43 kDa (TDP-43) is highly expressed in spermatocytes in the preleptotene and pachytene stages of meiosis. TDP-43 is linked to several human neurodegenerative disorders wherein its nuclear clearance accompanied by cytoplasmic aggregates underlies neurodegeneration. Exploring the functional requirement for TDP-43 for spermatogenesis for the first time, we show here that conditional KO (cKO) of the Tardbp gene (encoding TDP-43) in male germ cells of mice leads to reduced testis size, depletion of germ cells, vacuole formation within the seminiferous epithelium, and reduced sperm production. Fertility trials also indicated severe subfertility. Spermatocytes of cKO mice showed failure to complete prophase I of meiosis with arrest at the midpachytene stage. Staining of synaptonemal complex protein 3 and γH2AX, markers of the meiotic synaptonemal complex and DNA damage, respectively, and super illumination microscopy revealed nonhomologous pairing and synapsis defects. Quantitative RT–PCR showed reduction in the expression of genes critical for prophase I of meiosis, including Spo11 (initiator of meiotic double-stranded breaks), Rec8 (meiotic recombination protein), and Rad21L (RAD21-like, cohesin complex component), as well as those involved in the retinoic acid pathway critical for entry into meiosis. RNA-Seq showed 1036 upregulated and 1638 downregulated genes (false discovery rate <0.05) in the Tardbp cKO testis, impacting meiosis pathways. Our work reveals a crucial role for TDP-43 in male meiosis and suggests that some forms of meiotic arrest seen in infertile men may result from the loss of function of TDP-43.
Keywords: TAR DNA-binding protein of 43 kDa, spermatogenesis, meiosis, male infertility, testis
Abbreviations: ADB, antibody dilution buffer; BG, background; BP, biological process; cDNA, complementary DNA; cKO, conditional KO; Crbp2, cellular retinol-binding protein 2; Ct, cycle threshold; DEG, differentially expressed gene; DMC1, dosage suppressor of Mck1 homolog, meiosis-specific homologous recombination (yeast); DSB, double-strand break; FDR, false discovery rate; GO, Gene Ontology; Hormad1, HORMA domain–containing protein 1; Hormad2, HORMA domain–containing protein 2; iCre, improved Cre; IHC, immunohistochemistry; KEGG, Kyoto Encyclopedia of Genes and Genomes; loxP, locus of X-over P1; MF, molecular function; NCBI, National Center for Biotechnology Information; NHEJ, nonhomologous end joining; PFA, paraformaldehyde; PL, preleptotene; PND, postnatal day; qRT, quantitative RT; RA, retinoic acid; Rad21L, RAD21 cohesin complex component like 1; RAR, retinoic acid receptor; RBP4, retinol-binding protein 4; Rec8, REC8 meiotic recombination protein; ROI, region of interest; RXR, retinoid X receptor; Sall4a, spalt-like transcription factor 4a; Sall4b, spalt-like transcription factor 4b; SC, synaptonemal complex; Spo11, SPO11 initiator of meiotic double-stranded break; Stra8, stimulated by retinoic acid 8; SYCP2, synaptonemal complex protein 2; SYCP3, synaptonemal complex protein 3; TBST, Tris-buffered saline with 0.1% Tween-20; TDP-43, transactive response DNA-binding protein of 43 kDa
Transactive response DNA-binding protein of 43 kDa (TDP-43) is a ubiquitously expressed and evolutionarily conserved DNA/RNA-binding protein with varied functions, including gene transcription, mRNA splicing, exon skipping, as well as micro-RNA biogenesis (1, 2). TDP-43 contains two RNA recognition motifs with which it binds to DNA and RNA (3). The C-terminal region contains a glycine-rich domain. The very first report on TDP-43 showed that it functions as a sequence-specific transcriptional repressor in human cells (1). A subsequent study demonstrated a role for TDP-43 in exon skipping in mammalian cells (4). TDP-43 has been shown to interact with heterogeneous nuclear ribonucleoprotein proteins to mediate alternative splicing (5, 6). The C-terminal part of TDP-43 also consists of a prion-like intrinsically disordered domain involved in forming protein aggregates (7, 8). Germline deletion of TDP-43 in mice proved to be embryonic lethal indicating the essential nature of the protein (9, 10).
Although TDP-43 became widely known as a protein involved in the pathology of a number of neurodegenerative diseases following the publication by Neumann et al., in 2006 (11), prior to that, we reported cloning of TDP-43 from a mouse testis complementary DNA (cDNA) library as a transcription factor binding to the promoter of the testis-specific Acrv1 gene (12). The mouse Acrv1 gene is expressed exclusively in round spermatids, and its promoter contains two TGTGTG motifs—canonical TDP-43-binding sites to which TDP-43 binds in vitro. Using transgenic mice as a reporter system, we showed that mutation of the two TGTGTG motifs within the Acrv1 promoter caused premature transcription of a reporter gene in spermatocytes, whereas the WT promoter maintained round spermatid-specific expression in vivo (12). This suggested that TDP-43 might repress the Acrv1 gene expression in spermatocytes in vivo. Using the Gal4 reporter assay, we showed that TDP-43 represses gene transcription (13). In addition, we also demonstrated a role for TDP-43 in the insulator function required to keep the Acrv1 gene silent in the somatic tissues (14). Chromatin immunoprecipitation showed occupancy of TDP-43 at the promoter of the Acrv1 gene, both in spermatocytes as well as round spermatids. Interestingly, chromatin immunoprecipitation also showed that RNA pol II and the pol II pause machinery were loaded on the Acrv1 promoter in spermatocytes prior to the expression of Acrv1 mRNA in round spermatids (13). Taken together, our previous work showed that TDP-43 functions as a transcriptional repressor and that Acrv1 is a TDP-43 target gene in vivo. Although our studies mainly focused on its role as a transcriptional repressor of the Acrv1 gene thus far, we anticipate that TDP-43 plays a global role in the regulation of gene expression in the testis, both at the transcriptional as well as post-transcriptional level.
Immunolocalization studies of the mouse testis showed that TDP-43 expression begins in the intermediate and type B spermatogonia, peaks in preleptotene (PL) spermatocytes, and remains high in pachytene spermatocytes (15). The round spermatids express TDP-43, but the expression gradually tapers off in late-stage spermatids. In addition to germ cells, Sertoli cells also express TDP-43. The location of TDP-43 was nuclear in all the aforementioned cells (15). The pattern of spatiotemporal expression of TDP-43 within the seminiferous epithelium (highest expression seen in PL and pachytene spermatocytes) indicates a functional role for the protein in male germ cell differentiation and sperm formation, particularly during meiosis. In support of this, TDP-43 was found to be aberrantly expressed in testicular germ cells and spermatozoa of some infertile men (16). On the basis of the aforementioned data, we hypothesized that TDP-43 would be essential for spermatogenesis and male fertility. To test, we have generated conditional KO (cKO) mice lacking Tardbp in adult male germ cells.
Our experimental results show that in the absence of TDP-43, spermatocytes were unable to complete prophase I of meiosis leading to maturation arrest. Male mice bearing germ cell KO of Tardbp produced fewer and morphologically abnormal sperm. Tardbp KO male mice were severely subfertile. Consistent with its role as a multifunctional protein, loss of TDP-43 resulted in global changes in the expression of genes in the testis: 1036 genes were upregulated and 1638 were downregulated.
Results
Loss of TDP-43 leads to arrest of spermatogenesis
In order to investigate the functional requirement of TDP-43 for spermatogenesis in mice, we crossed floxed TDP-43 mice with stimulated by retinoic acid (RA) gene 8 (Stra8)–improved Cre (iCre) deleter mice to delete the TDP-43 gene in the spermatogonial stage of male germ cell differentiation. In floxed TDP-43 mice, exon 3 of Tardbp (gene symbol for TDP-43), which codes for two critical RNA recognition motifs, is flanked by the loxP (locus of X-over P1) sites. Previous studies using these mice showed that Cre-mediated excision leads to loss of TDP-43 protein in target tissues (10). Stra8–iCre–mediated excision of floxed genes is specific for the male germ cells and begins by postnatal day 4 (PND4) within the undifferentiated spermatogonia of the testis (17, 18). TDP-43 protein first appears in intermediate and type B spermatogonia ((15) and Fig. S1). Thus, Stra8–iCre–mediated excision is expected to lead to loss of TDP-43 in intermediate spermatogonia and all subsequent male germ cell types. To assess the phenotypic effect, we analyzed male mice with the genotype TardbpFlox/null, Stra8–Cre+ (referred to as homozygous cKO). The heterozygous Tardbp Flox/wt Stra8–Cre+ mice served as control (het control). We first analyzed the testes of PND35 males, the time point at which the first wave of spermatogenesis will have completed. Testis size was severely reduced in cKO mice compared with control littermates (Fig. 1, inset). In cross section, the diameter of the seminiferous tubules appeared narrower compared with control (Fig. 1, A and B). Histological examination showed extensive germ cell depletion and the presence of vacuoles within the tubules. The control (heterozygous) testes showed germ cells at all stages of differentiation including spermatozoa at the luminal interface indicating proper completion of the first round of spermatogenesis (Fig. 1A). It must be noted here that there was no difference between the heterozygous and WT mice in terms of TDP-43 protein levels (Fig. S1B) or testis phenotype. The cKO testes, however, showed fewer differentiating cell types in the epithelium and the absence of spermatozoa (Fig. 1B). Immunohistochemistry (IHC) was performed using anti-TDP43 antibody to verify the status of TDP-43 expression. Control mice expressed TDP-43 in germ cells as well as Sertoli cells (Fig. 1C), whereas the cKO testis showed TDP-43 only in Sertoli cells (Fig. 1D), thus confirming KO of Tardbp within the spermatogonia and all subsequent germ cell types. At higher magnification, spermatogonia and a few meiotic cells could be seen in cKO testis but no round spermatids (Fig. 1D). Thus, absence of round spermatids at PND35 suggested failure to complete meiosis in Tardbp cKO mice.
We then extended the analysis to older mice ranging from 2 to 21 months of age (n = 30). Overall, we observed a 2.9-fold decrease in testis weight (p < 0.0001) and 1.6-fold reduction in the diameter of the seminiferous tubule (p < 0.0001) (Fig. 2, A and B). Testes of cKO mice at 3, 7, and 21 months of age showed progressively worse depletion of germ cells and vacuole formation within the seminiferous tubules (Fig. 2, C–H). At advanced ages, the seminiferous epithelium only consisted of Sertoli cells, reminiscent of the human infertility condition known as Sertoli cell–only syndrome (Fig. 2, G and H). IHC using antibody to the Sertoli marker Sox 9 confirmed that the cells remaining within the seminiferous epithelium of the cKO mice are in fact Sertoli cells (Fig. S2, A and B).
We observed a variation in the penetrance of the phenotype in terms of germ cell loss in cKO mice (n = 30; data not shown). A majority of the cKO mice showed severe germ cell depletion with few spermatozoa, whereas some cKO males showed progression of spermatogenesis in a portion of seminiferous tubule cross sections. Consistent with this, the total number of caudal sperm varied averaging at 2.2 million per cKO mouse compared with 16 million per control mouse (Fig. 2I). We quantified the different types of germ cells in cKO mice testes by flow cytometry using testicular cells isolated from mice aged 3 to 4 months (Fig. 2J). Compared with WT controls, cKO mice testes showed a statistically significant decrease in 1 N cells (round spermatids) and an increase in 2 N (spermatogonia, Sertoli, peritubular, and Leydig cells) and 4 N (primary spermatocytes) cells. Accumulation of 2 N and 4 N cells in Tardbp cKO testes indicated arrest in meiosis, mimicking the meiotic arrest phenotype seen in biopsies obtained from some azoospermic infertile men.
Loss of TDP-43 in testicular germ cells leads to subfertility
Majority of spermatozoa collected from cauda epididymides of Tardbp cKO mice were morphologically abnormal. Sperm with deformed or detached head accounted for roughly half of the population. Approximately 55% of the cKO sperm showed head and midpiece bent over the principal piece of the tail (Fig. S3, A–E). To address the requirement of TDP-43 for fertility in male mice, we conducted fertility trials. Three-month-old TardbpFlox/null Stra8–Cre+ males were cohabited with age-matched WT females. A total of four separate cKO males were used in the fertility trial. Breeding pairs of 3-month-old WT males (n = 5) and females served as controls. At the end of the 6-month fertility trial period, control mice gave birth to an average of 6 litters, whereas the cKO mice produced an average of 0.6 litters during the same period (Fig. 2K). Thus, TDP-43 deletion in male germ cells caused a significant reduction in male fertility in mice (p < 0.0001).
At what point of spermatogenesis is TDP-43 critical?
Next, we wanted to systematically examine at what point spermatogenesis was halted because of the lack of TDP-43 in spermatogonia. Since TDP-43 expression was not detected in undifferentiated spermatogonia (15), we did not expect to see defects in early stage spermatogonia. TDP-43 expression, however, begins in the intermediate spermatogonia of WT mice. Therefore, depletion of TDP-43 could potentially affect the progression of type B spermatogonia to PL spermatocytes. To address this, we explored the expression of Stra8 as a marker of PL spermatocytes. IHC showed intact PL spermatocytes expressing Stra8 in cKO mice (Fig. S2, C and D). Stra8 expression in cKO mouse PL spermatocytes also indicated that the RA signaling pathway for entry into meiosis occurred normally up to that point.
TDP-43 is required for the completion of prophase I of meiosis
Prophase I of meiosis consists of five stages, including leptonema, zygonema, pachynema, diplonema, and diakinesis. We performed immunolabeling with TDP-43 and synaptonemal complex (SC) protein 3 (SYCP3) on WT mouse testis meiotic chromosome spreads to determine the dynamics of expression of TDP-43 during meiotic prophase I (Fig. 3, A–G). TDP-43 was not found until the midpachytene stage (Fig. 3C). This was consistent with earlier findings in which IHC showed lack of TDP-43 expression in leptotene and zygotene spermatocytes ((15) and Fig. S1). TDP-43 expression started in midpachytene spermatocytes, peaked in late pachytene, and remained high until the diplotene spermatocyte stage, and nearly eliminated in diakinesis (Fig. 3, C–G). Next, we quantified TDP-43 expression during meiotic prophase I. TDP-43 fluorescent signal was normalized with that of the lateral element protein SYCP3 and plotted. In agreement with the immunofluorescence images, the highest expression of TDP-43 was seen from late pachytene to late diplotene stages (Fig. 3H), indicating that TDP-43 might play an important role in the meiotic processes occurring in pachytene and diplotene spermatocytes. Consistent with this, immunofluorescence of meiotic chromosome spreads from the cKO testis showed cells arrested mostly at midpachytene stage, whereas some progressed to later stages of prophase I (Fig. 3). SYCP3 staining showed various synapsis defects in the spermatocytes of cKO mice. Compared with the WT spermatocytes (Fig. 3I), diplotene-like spermatocytes from Tardbp cKO showed nonhomologous chromosome synapsis (arrowhead) (Fig. 3J). Zygotene-like spermatocytes from Tardbp cKO showed nonhomologous chromosome synapsis, short chromosome length, and abnormal number of chromosomes (n = 17 in K, n = 25 in L of Fig. 3). The abnormal numbers of chromosomes in cKO testes may have resulted from abnormal synapsis between nonhomologous chromosomes. Some pachytene-like spermatocytes showed abnormally long chromosomes (white arrow in Fig. 3M). The data indicated that loss of TDP-43 in male germ cells disrupted critical processes such as homologous chromosome pairing and recombination that occur at pachynema during prophase I of meiosis.
Next, we compared the number of cells at various stages of prophase I in the WT versus cKO testis to determine the stage at which meiotic arrest occurred in cKO mice (Fig. 4A). Tardbp cKO mice showed accumulation of cells in zygotene, early pachytene, and mostly at midpachytene stages. Tardbp cKO mice showed a decline in the number of late pachytene and diplotene spermatocytes, indicating failure to advance to these stages in the absence of TDP-43. This suggested that TDP-43 is required for meiotic processes that occur during pachynema.
To further characterize the meiotic defects, meiotic chromosome spreads were simultaneously stained with antibodies to γH2AX, SYCP3, and TDP-43 (Fig. 4, B–E). In WT pachytene spermatocytes, γH2AX staining is restricted to the sex-body regions (Fig. 4B, right panel). This is because the X and Y chromosomes pair at the pseudoautosomal region and the remaining unpaired X and Y chromosomal regions, which are transcriptionally silenced, are stained with γH2AX. In contrast, extensive and persistent γH2AX staining, pseudosex bodies, was seen over the autosomes in Tardbp cKO spermatocytes (Fig. 4, C–E, right panels). These pseudosex bodies are indicative of synapsis problems including nonhomologous chromosome pairing consistent with the abnormal numbers of chromosomes in meiotic spreads (Fig. 3, K and L). Furthermore, retention of γH2AX foci/flares on autosomes in cKO testis could also indicate a delay in the repair of DNA double-strand breaks (DSBs). IHC of testis cross sections further confirmed that the nuclei of cKO spermatocytes show extensive γ-H2AX staining (Fig. S4, A and B). Consistent with failure to complete meiosis, several spermatocytes are seen undergoing apoptosis as revealed by TUNEL staining (Fig. S4, C–E).
We performed structure illumination microscopy microscopy to obtain higher resolution images of homologous chromosome pairing and synapsis in WT and cKO spermatocytes. SYCP3 is a marker for the meiotic chromosome axes. WT spermatocytes at pachynema showed two parallel SYCP3 lines indicating proper synapsis between homologous chromosomes (Fig. 5A). The inset in Figure 5A shows the end-to-end pairing of homologous chromosomes in WT mice. In contrast, Tardbp cKO spermatocytes showed synapsis partner exchange between nonhomologous chromosomes (Fig. 5B). Examples of defective synapsis patterns are shown in insets of Figure 5B. Partner exchange between five and four different nonhomologous chromosomes is depicted in the schematics accompanying the insets on the left and right sides of Figure 5B, respectively. This showed that loss of TDP-43 causes nonhomologous chromosome synapsis in pachytene spermatocytes. Collectively, these data suggest that TDP-43 is required for normal synapsis of chromosomes in mouse spermatocytes.
Dysregulation of genes in the RA pathway and meiosis
Since TDP-43 is a transcription factor/RNA binding protein, we asked if the loss of TDP-43 altered the expression of candidate genes known to be involved in the initiation and progression of meiosis. Evaluation of the cKO testis in adult mice showed that over time there was pronounced atrophy of the seminiferous epithelium. Therefore, we reasoned that in order to observe direct effects of loss of TDP-43, it would be more appropriate to probe for differences in gene expression at the time of the initial onset of pathology in cKO testis. To determine the time point at which phenotypic changes have begun in the testis of the KO mice, we examined the histology of the testis at prepubertal ages. Histologically, there was no difference between the control and cKO testis at PND8 (Fig. 6, A and B). By PND12; however, there were noticeable changes in the cellularity of the seminiferous epithelium and the appearance of spermatocytes in the cKO testis (Fig. 6, C and D). The severity of pathology became progressively worse at PND15 (data not shown). The period between PND8 and PND12 coincides with the onset of prophase I of meiosis in the testis under the control of RA signaling. Based on a previous publication of RA pathway genes in the testis (19), we analyzed the expression of retinoic acid receptor (RAR) beta, RAR gamma, retinoid X receptor (RXR) alpha, RXR beta, RXR gamma, retinol-binding protein 4 (RBP4), Rdln11, cellular retinol-binding protein 1, cellular retinol-binding protein 2 (Crbp2), retinoic acid receptor responder 1, cytochrome P450 26A1, spalt-like transcription factor 4a (Sall4a), spalt-like transcription factor 4b (Sall4b), and signaling receptor and transporter of retinol STRA6 at PND12. Quantitative RT (qRT)–PCR showed that RBP4, Crbp2, RAR beta, and Sall4b showed significant differences (p < 0.05). RBP4, Crbp2, and RAR beta showed decreased gene expression in Tardbp cKO testes, whereas Sall4b showed a significantly high level of expression (Fig. 7A). This suggested that TDP-43 may functionally impact the execution of RA signaling for the initiation and maintenance of meiosis in spermatocytes. Next, to investigate the effect of TDP-43 on the expression of genes regulating prophase I of meiosis, we analyzed the expression of genes involved in DSB formation, synapsis, and recombination, including Mei1 (meiotic double-stranded break formation protein 1), Prdm9 (PR/SET domain 9), Spo11 (initiator of meiotic double-stranded breaks), Dmc1 (DNA meiotic recombinase 1), Rad21L (RAD21 cohesin complex component like 1), Rec8 (meiotic recombination protein REC8), Hormad1 (HORMA domain-containing protein 1), Hormad2 (HORMA domain-containing protein 2), Sycp1, (synaptonemal complex protein 1), Sycp2 (synaptonemal complex protein 2) Sycp3 (synaptonemal complex protein 3), and Msh4 (MutS homolog 4). All these (with the exception of Hormad1, Sycp2, and Sycp3) showed a statistically significant decrease in gene expression in PND12 cKO testes (Fig. 7B). Finally, qRT–PCR confirmed conditional deletion of the Tardbp gene and showed 2.3-fold reduction in the expression of Tardbp mRNA (p < 0.05) in the cKO testes compared with controls (Fig. 7B). The data suggest that loss of TDP-43 in testicular germ cells had an impact on the mRNA expression of candidate genes critical for prophase I of meiosis.
Global gene expression changes in TDP-43 KO testis
Next, in order to identify global gene expression changes caused by the loss of TDP-43 in the testis, we performed RNA-Seq using testes from PND12 WT (control) and Tardbp cKO (experimental) mice (n = 3 each). PND12 was chosen as a time point because at this age overt phenotypical changes of the seminiferous epithelium have not yet set in, thus making it possible to identify direct target genes of TDP-43. A total of 2674 genes were differentially expressed (false discovery rate [FDR] <0.05) in the cKO testis compared with controls. Of these, 1036 genes were upregulated and 1638 genes were downregulated (Fig. 8A). We generated a heat map of the top 80 protein-coding differentially expressed genes (DEGs), which showed 21 upregulated and 59 downregulated genes (Fig. S5A). Thus, overall, there were more downregulated than upregulated genes in this early phase of TDP-43 pathology in mouse testis. To gain clues on the underlying causes of testis pathology upon loss of TDP-43, we performed functional classification of the DEGs using Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis. RNA transport, cell cycle, DNA replication, and basal transcription factor pathways had more DEG genes than expected (FDR-adjusted p value < 0.05), and they primarily were downregulated (Fig. 8B). The top pathways with primarily upregulated genes were axon guidance and other signaling pathways although these did not quite meet the threshold for more genes than expected (0.05 < FDR p value < 0.1). Next, we performed Gene Ontology (GO) enrichment analysis. Genes that were differentially expressed in the Tardbp cKO testis were associated with a number of biological processes (BPs) and molecular functions (MFs). The top two BPs for downregulated genes were cell cycle and cellular metabolic process (Fig. S5B). Genes known to be involved in meiosis were among these including Hormad2, Sycp2, Syep3, Msh4, Msh5, Rad21L, Rpa2, and Meiob. Upregulated genes including, Tead1, Nrbp2, Erbb4, Nav2, and Mpzl2, were associated with several BPs related to development (Fig. S5C). In terms of MF, nucleic acid–binding function (Polr2b, Taf4b, Smc4, Hmgb2, Rbmy, and Ythdc2) was among the top four for the downregulated genes (Fig. S6A). Protein binding and DNA binding were enriched for upregulated genes (including Creb5, Tcf7l2, Six5, Foxo6, Foxp4, and WT1; Fig. S6B). Thus, the unbiased approach showed that loss of DNA-/RNA-binding protein TDP-43 leads to dysregulation of gene expression early in the disease process (PND12), which might be the precursor for the subsequent phenotypic alterations to male germ cells and disruption of spermatogenesis. Next, we asked if the differentially regulated genes affected the BPs associated with spermatogenesis. Consistent with the observed phenotype of the cKO testis, we found that multiple processes central to the execution of meiosis, including meiotic cell cycle, synapsis, homologous chromosome segregation, and homologous recombination, were significantly enriched for downregulated genes (Fig. 8C).
Overlap between DEGs in testis and known TDP-43 binding RNAs
TDP-43 contains two canonical RNA recognition motifs with which it binds target RNAs. Therefore, question arises as to how many of the PND12 cKO testis DEGs resulted because of TDP-43 binding to their RNAs. To this end, we explored the published database of TDP-43 binding RNAs in mouse brain (20, 21). Since TDP-43 is a ubiquitously expressed essential protein, we reasoned that some target RNAs of TDP-43 would be common to both testis and brain. Of the 16,911 genes expressed in our RNA-Seq data, 7055 had a CLIP site (TDP-43 binding site in mRNA). This indicates that TDP-43 target RNAs are shared between brain and testis. Next, to investigate the link between loss of TDP-43 and differential gene expression in testis, we asked how many of the testis DEGs contained TDP-43 CLIP sites. Bioinformatics analysis showed that 825 of 1638 downregulated and 569 of 1036 upregulated DEGs showed overlap with TDP-43 target RNAs (containing a CLIP site) (Fig. 8D), which is many more than expected because of chance (one-tailed hypergeometric test p value = 4.7e−14 and p value = 4.2e−19, respectively). TDP-43 CLIP-Seq study in mouse brain showed that most downregulated genes after TDP-43 knockdown harbored more TDP-43 CLIP clusters and had exceptionally long introns compared with unaffected or upregulated genes. We compared our testis DEG list with the brain TDP-43 CLIP dataset and found that most upregulated as well as most downregulated genes in cKO testis contain longer introns than nonregulated genes (Fig. 8E) (upregulated versus nonregulated p value = 1.6e−10 and downregulated versus nonregulated p value = 3.2e−07) although upregulated genes have slightly longer introns than downregulated genes (p = 0.037). For the mean cluster count in introns, upregulated genes have many more clusters than nonregulated genes (p = 7.9e−05) and a few more clusters than downregulated genes (p = 0.024), whereas there was no significant difference in the number of clusters between downregulated and nonregulated genes (p = 0.443) (Figs. 8E and S6, C and D). Next, using the brain TDP-43 CLIP-Seq data, we asked what proportion of testis DEGs contains TDP-43 binding sites within the UTRs of target mRNAs. Of the 1036 upregulated genes in the testis, 39 and 144 genes showed overlap with brain RNAs containing TDP-43 binding sites within the 5′ and 3′ UTR, respectively (Fig. S6, E and F), which is also more than expected because of chance (one-tailed hypergeometric test p value = 1.5e−05 and p = 6.8e−07, respectively). Of the 1638 downregulated genes in the testis, only 34 and 153 showed overlap with brain target RNAs within the 5′ and 3′ UTR, respectively, which was not more than expected because of chance (one-tailed hypergeometric test p value = 0.25 and p value = 0.54, respectively).
Loss of repressor function of TDP-43
Our previous work showed that TDP-43 functions as a transcriptional repressor and that the Acrv1 gene is a TDP-43 target gene in vivo (12, 13). We showed that mutation of TDP-43 binding sites within the promoter of the Acrv1 gene resulted in premature expression of a reporter gene in spermatocytes of transgenic mice (12). The present cKO mouse model provided an opportunity to ask if the loss of endogenous TDP-43 leads to premature expression of the Acrv1 gene product (SP-10 protein) in spermatocytes in vivo. IHC of testis cross sections showed the typical round spermatid-specific immunoreactivity of the acrosomal protein SP-10 in control mice testis (Fig. 9, A and C). In contrast, in addition to round spermatid expression, the cKO testes also showed antibody staining within the cytoplasm of spermatocytes (Fig. 9, B and D). There was a statistically significant increase in the expression of SP-10 within the spermatocytes of the cKO mice (Fig. 9E). Thus, lack of endogenous TDP-43 led to premature expression of the Acrv1 gene in spermatocytes. Taken together, the data indicate that one function of TDP-43 is to repress the transcription of its target genes such as the Acrv1 gene in spermatocytes.
Discussion
Infertility affects one in six couples in the reproductive age group in the United States; the male factor accounts for approximately half the number of these cases (22). Compared with the female, male infertility has no treatment options, which is largely because of the idiopathic nature of the disease (23, 24). Therefore, it is important to identify new factors that contribute to male infertility. Our previous study showed aberrant TDP-43 expression in the spermatozoa of infertile men (16). In the present study, conditional deletion of TDP-43 in mouse spermatogonia caused failure of meiotic prophase I leading to maturation arrest and severely reduced fertility. The seminiferous epithelium of adult Tardbp cKO mice showed pathology reminiscent of germ cell aplasia seen in human male infertility including meiotic arrest and sertoli cell–only syndrome.
Although TDP-43 is expressed in the intermediate and type B spermatogonia, loss of TDP-43 in these cells did not appear to affect the formation of PL spermatocytes as judged by the expression of the Stra8 protein (Fig. S2, C and D). Subsequent germ cell types, however, were severely affected. Accumulation of midpachytene stage spermatocytes in cKO mice and relatively low representation of diplotene and diakinesis stages indicate failure to complete prophase I (Fig. 4A). Consequently, the cKO mice produced only a low number of sperm, a majority of which were morphologically abnormal. Tardbp cKO males were severely subfertile (Fig. 2, I–L). This shows that TDP-43 plays a critical role in male germ cell differentiation and formation of functional sperm.
Possible reasons for the failure of meiosis in Tardbp cKO testis
In the postnatal testis of mice, RA pathway plays an important role in the commitment of male germ cells to meiosis (25). Expression of Stra8 within the PL spermatocytes is considered as a downstream marker of the RA signaling pathway (26). Gene KO strategy showed that Stra8 is a critical mediator of the RA pathway in the testis (27). Expression of Stra8, however, was not affected in Tardbp cKO testes suggesting that TDP-43 might play a role independent of Stra8 during meiosis. Among the genes important for the RA pathway, RBP4, Crbp2, and RAR beta showed decreased gene expression in Tardbp cKO testes, whereas Sall4b showed a significantly high level of expression (Fig. 7A). Previous studies showed the requirement of RARs and RBP4 for male fertility (19). Thus, reduced expression of RAR, RBP4, and Crbp2 might have impaired proper execution of the RA pathway leading to meiotic failure in Tardbp cKO mice. Although PND12 was chosen to capture gene expression changes early in pathogenesis, the observed reduction of gene expression may be due to the loss of meiotic germ cells in the cKO testis (Fig. 6). Future studies will address the mechanisms by which TDP-43 regulates the expression of the above genes.
Loss of TDP-43 resulted in the failure of progression through the pachynema stage of prophase I of meiosis. DSB formation, repair, and homologous recombination are critical events that occur during prophase I. Meiotic chromosome spreads showed that γH2AX signals persisted in pachytene-like spermatocytes in cKO testes. These γH2AX flares/foci on chromosomes indicate delayed DSB repair. Typically, by the time spermatocytes enter late pachytene stage, most of the DSBs should have been repaired, and no γH2AX should have been present on the autosomes. Thus, persistence of γH2AX foci in pachytene-like spermatocytes of cKO mice is indicative of unrepaired DSBs. In support of this idea, qRT–PCR data showed that the expression of both SPO11 (protein generating DSBs) and DMC1 (DSB repair protein) was downregulated in the cKO testes. Extensive γH2AX on meiotic chromosomes could have also resulted from nonhomologous synapsis, resembling the pseudosex body seen in Spo11 mutant (28). SYCP3 staining showed an abnormal number of chromosomes (Fig. 3, J–M) in cKO mice. Structure illumination microscopy showed synapsis defects and nonhomologous chromosome pairing and synapsis. Given that DSB formation is critical for homologous searching at leptotene stage and that nonhomologous pairing occurs in Spo11 mutant mice (28), it is likely that low expression of SPO11 in Tardbp cKO mice might have contributed to nonhomologous pairing.
Interestingly, a role for TDP-43 in nonhomologous end joining (NHEJ)–mediated DSB repair has been previously reported. In induced pluripotent stem cell–derived motor neurons, TDP-43 was shown to be recruited at DSB sites, where it interacted with factors of the NHEJ-mediated DSB repair pathway (29). In particular, TDP-43 acted as a scaffold to recruit the break-sealing XRCC4–DNA ligase 4 complex. Depletion of TDP-43 resulted in accumulation of genomic DSBs by impairing NHEJ repair (29). In contrast to mitotically dividing cells, however, DSBs made during meiosis are repaired by homologous recombination (30). Nevertheless, TDP-43 may play an equivalent role in DSB repair during male meiosis by acting as a scaffold to recruit repair proteins, including DMC1 and RAD51. It is interesting to note that similar to the phenotype observed in the present TDP-43 cKO mice, KO of DMC1 or RAD51 in mouse spermatocytes also leads to arrest of meiosis in prophase I (31, 32). Future studies will test if protein complementation using DMC1 and RAD51 would rescue the meiotic arrest caused by TDP-43 cKO.
The asynapsis and nonhomologous synapsis observed in Tardbp cKO spermatocytes might have also been caused by abnormalities in the loading of the SC/cohesin proteins. Similarly, loading of cohesions, such as REC8 and RAD21L, may have been affected by the lack of TDP-43. Consistent with this, mRNAs coding for the SC (SYCP 1–3) as well as cohesion proteins (Rec8 and Rad21L) were downregulated in Tardbp cKO testes. Previous studies showed that loss of REC8 leads to synapsis between sister chromatids (33). Interestingly, the phenotype of zygotene-like cells of the cKO mice (Fig. 3) resembles that of the Rec8/RAD21L mutant mice (34). Loss of TDP-43 also led to reduced expression of a number of other genes important for the progression of meiosis, including Sohlh1, Sohlh2, Hormad1, Hormad2, SC protein 1, Sycp2, and Sycp3 (Fig. 7B). KO of all the aforementioned genes disrupted the formation of SC leading to failure of meiosis (35, 36, 37, 38, 39, 40, 41). Decreased expression of meiotic genes in cKO testis raises another possibility that TDP-43 deletion may have affected the expression of a master controller of meiosis such as A-myb (42). Mice lacking A-Myb showed meiotic arrest and failure to complete spermatogenesis (43). Interestingly, A-Myb is differentially spliced in the testis (44), thus leaving it as a potential target for factors such as TDP-43, which regulate alternative splicing.
Insights gained on the function of TDP-43
It is interesting to note that loss of TDP-43 resulted in high expression of the alternatively spliced Sall4b mRNA in PND12 testis of cKO mice (Fig. 7A). Sall4a is the regular spliced product, whereas Sall4b is a product of alternative splicing in which the latter portion of exon 2 gets spliced out (45). Our qRT–PCR primer choice (Table S2) allowed distinction between these two isoforms (19). Several studies showed that Sall4a and Sall4b are expressed in undifferentiated spermatogonia in the mammalian testis, including the mouse (46, 47). Although both isoforms function as transcription factors, Sall4b, which is missing some of the zinc fingers present in Sall4a, binds to a unique set of target gene promoters in embryonic stem cells (45). In the present study, overexpression of Sall4b in PND12 cKO testis suggests that under normal physiological conditions, TDP-43 might be preventing alternative splicing of Sall4 in male germ cells. By scanning the Sall4 gene sequence, we have found two canonical TDP-43 binding sites (TGTGTG) separated by five nucleotides in the +20 position downstream of exon 3 of the mouse Sall4 gene (AY463371 UCSC genome browser). Future experiments will address whether TDP-43 plays a mechanistic role in the skipping of exon 2 splicing of Sall4 mRNA in male germ cells. One previous study showed that deletion of DNMT3L caused elevated Sall4b expression in Thy1+ spermatogonial stem cells, which in turn led to premature stem cell exhaustion and failure of spermatogenesis (48). In the present TDP-43 cKO model, the adult mice showed severe germ cell depletion, which could have resulted from the exhaustion of the spermatogonial stem cell pool over time. It will be of interest to determine if TDP-43 and DNMT3L pathways intersect in the male germ line. Nevertheless, a role for TDP-43 in alternative splicing and exon skipping has been previously established in various mammalian cell types (4, 49, 50). Role for TDP-43 in post-transcriptional gene regulation within the testis is consistent with a similar requirement shown for a number of other RNA-binding proteins, including testis nuclear RNA-binding protein (51), deleted in azoospermia (52), Pumilio RNA-binding protein (53), DEAD-box helicase 5 (54), MRG15 (55), RAN-binding protein 9 (56), and Ptbp1 (57). KO of RNA-binding protein, brunol1, on the other hand, proved to be nonessential for male fertility (58).
Our previous studies demonstrated the repressor function of TDP-43 and its occupancy of the Acrv1 (TDP-43 target gene) promoter in spermatocytes in vivo (13). Data from reporter mice bearing TDP-43 binding site mutant Acrv1 promoter suggested that TDP-43 could be involved in preventing the premature expression of the Acrv1 gene in spermatocytes (12). The present study provided an opportunity to verify if the endogenous TDP-43 represses Acrv1 gene expression in vivo. Tardbp cKO mice in fact showed premature expression of the Acrv1 gene product (SP-10) within the cytoplasm of the spermatocytes in testis cross sections (Fig. 9). Thus, endogenous TDP-43 appears to be required to prevent premature expression of Acrv1 gene in spermatocytes in vivo. Our earlier study also showed the occupancy of pol II as well as negative elongation factor at the Acrv1 promoter within the spermatocytes suggesting regulation by pausing (13). Premature expression of SP-10 in Tardbp cKO spermatocytes seen in the current study lends support to the idea that TDP-43 might play a part in the pausing of Acrv1 gene expression in spermatocytes.
Transcriptome changes in Tardbp cKO testis and bioinformatics analysis
RNA-Seq showed that loss of TDP-43 from male germ cells affects global gene expression; 2674 genes were differentially expressed in the Tardbp cKO testis. Loss of TDP-43 caused transcript levels to change in both directions although the trend was that there were more downregulated than upregulated DEGs (Figs. 8A and S5A). TDP-43 is known to play multiple roles in gene regulation including repression of transcription, alternative splicing, and mRNA stability. Improper alternative splicing and loss of mRNA stability could have led to transcript decay and downregulation of gene expression, whereas loss of transcriptional repressor function might have elevated the transcript levels of target DEGs. KEGG pathway analysis showed RNA transport, cell cycle, DNA replication, and basal transcription factor pathways among the top affected pathways. This explains, at least in part, the phenotype seen in Tardbp cKO testis and sperm. The differentiating germ cells have intercellular bridges through which RNAs are transported, and KOs affecting this transport have been shown to be detrimental to spermatogenesis (59, 60). Similarly, the failure to progress through meiosis in Tardbp cKO testis is consistent with the derailment of cell cycle and DNA replication pathways, which are critical for spermatocytes to complete meiosis properly. GO analysis showed that several BPs associated with spermatogenesis are affected, including meiotic cell cycle, synapsis, homologous chromosome segregation, and homologous recombination. The aforementioned observations suggest that TDP-43 is critical for the proper execution of meiotic prophase I and subsequent germ cell differentiation.
Finally, bioinformatics comparison of RNA-Seq data with previously published mouse brain TDP-43 CLIP-Seq studies provided a plausible link between the RNA-binding function of TDP-43 and differential gene expression in Tardbp cKO testis and revealed interesting insights. First, 825 of the 1638 downregulated and 569 of 1036 upregulated DEGs contained one or more CLIP sites. Thus, approximately 52% of the DEGs in Tardbp cKO testis contained TDP-43 binding sites in their RNAs, which increases the likelihood that they are direct targets of TDP-43. The remaining 48% DEGs likely include testis-specific genes (hence not found in the brain CLIP-Seq database), genes regulated by the transcriptional function (promoter binding but not RNA binding), or those that are indirectly affected by the loss of TDP-43. Second, many of the testis DEGs contained exceptionally long introns and higher mean TDP-43 binding cluster count as reported for the TDP-43 regulated genes in mouse brain (20, 21). The difference, however, is that both upregulated and downregulated DEGs in testis showed the aforementioned trend, whereas only downregulated genes in the brain showed longer introns. This is interesting and signifies tissue-specific differences in the function of TDP-43. Third, only a minor portion of the upregulated (none of the downregulated) testis DEGs contained TDP-43 CLIPs in the UTRs of RNA, indicating that at the RNA level, TDP-43 is more likely to function as a splicing regulator than in maintaining steady-state levels in the testis.
In summary, the present study shows that the ubiquitously expressed and evolutionarily conserved TDP-43 is essential for spermatogenesis and male fertility. This is a significant finding given the rise in incidence of infertility in men and the need to know the causative factors. Our work also highlights that loss of function of TDP-43 itself leads to pathology in the testis. This has larger implications for other TDP-43 proteinopathies. As a central pathological hallmark, nuclear clearance of TDP-43 accompanied by its cytoplasmic aggregates in neurons and glia has been documented in neurodegenerative diseases. Opinions differ on whether toxic gain of function of cytoplasmic aggregates or loss of its normal function in the nucleus leads to neuronal loss (61). Drug development efforts have focused primarily on countering the toxic gain-of-function aspects of TDP-43 pathology (62). The present study warrants that equal emphasis be placed on ameliorating nuclear functions resulting from loss of TDP-43 from the nuclei of motor neurons and glial cells of patients with neurodegenerative diseases.
Experimental procedures
Generation of Tardbp cKO mice
Tardbp cKO mice in which exon 3 of the Tardbp gene is flanked by loxP sites were previously reported (10). For male germ cell–specific deletion, we used the Stra8–iCre deleter mouse strain purchased from the Jackson Laboratory (STOCK Tg(Stra8-icre)1Reb/J; stock no: 008208). DNA extracted from tail biopsies was used for genotyping as described previously (10). The sequence of the primers will be made available upon request.
Antibodies used in the study
Guinea pig anti-TDP-43 polyclonal antibody was reported previously (15). Antibody to Stra8 was a kind gift from Dr Michael Griswold, Washington State University. Anti-SYCP3 (Abcam; 15093), anti-γH2AX antibody (Millipore Sigma; 05-636), and anti-Sox9 antibody (Millipore; AB5535) were obtained from commercial sources. Anti-γH2AX antibody used for IHC was a mouse monoclonal from Millipore 05-636. Guinea pig anti-SP-10 polyclonal antibody was reported previously (63).
Testis and sperm analysis
Mice were euthanized following the procedures approved by the Institutional Animal Care and Use Committee of University of Illinois Urbana Champaign. Testes were weighed prior to the transfer of one testis to Bouin's fixative solution and the other to the −80 °C freezer. Cauda epididymidis were punctured to release sperm into PBS at 37 °C for 20 min. Sperm counting was done using a hemocytometer. Sperms were stained with hematoxylin, and morphological parameters were observed under the light microscope, and images were captured. Histopathology of the testis was evaluated by H&E staining. The diameter of the seminiferous tubules cross sections from homozygous cKO mice and littermate controls was compared by measuring the shortest diameter distance in at least 30 tubule cross sections at different depths per biological replicate of each genotype using ImageJ software (the National Institutes of Health).
IHC
Bouin's fixed testes were processed for paraffin embedding using a Tissue-Tek VIP 1000 processor (Sakura Finetek). About 4-micron thick sections were cut using the Leica RM2125 RTS rotary microtome (Leica Biosystems) and mounted on glass slides. Slides were deparaffinized with xylene and hydrated through a series of graded ethyl alcohols. Antigen retrieval was performed using citrate buffer (pH 6.0) in a vegetable steamer for 60 min. Endogenous peroxidase was blocked using 3.0% hydrogen peroxide for 10 min. Background Punisher (Biocare Medical) was used for 20 min to block nonspecific background (BG). The sections were incubated for 1 h at room temperature in the primary antibody. Following rinsing, the sections were incubated with secondary antibodies. 3,3′Diamenobenzidine (Innovex Biosciences, Inc) was used as the chromogen with an incubation time of 5 min. Slides were counterstained with hematoxylin, dehydrated, cleared, and mounted.
Apoptosis
Mouse testis cross sections were stained for the detection of apoptosis using ApopTag Peroxidase In Situ Apoptosis Detection Kit (Sigma–Aldrich; S7100) per manufacturer's instructions. Three cKO and three B6 WT control males were used. About 50 cross sections per animal were counted; cross sections containing three or more apoptotic cells were counted as positive.
Sperm analysis
For sperm count and morphology analysis, caudal epididymidis of adult cKO and C57bl/6 controls was collected, minced, and incubated in 1 ml of PBS at 37 °C for 20 min to release spermatozoa. Sperms were counted using a hemocytometer under an optical microscope (Laxco). For morphology analysis, sperms were diluted in PBS, and 30 μl drops were placed on slides. The samples were air dried, incubated with 4% paraformaldehyde in PBS for 10 min at RT, washed three times with PBS, and then incubated in hematoxylin (Ricca) for 2 min. Slides were washed with water and mounted in Entellan (Millipore). The morphology of at least 160 random spermatozoa per sample was analyzed under 100× magnification and classified as normal (no visible alterations), detached head, deformed head, or bent/curved tail.
Statistical tests for histological and morphological analysis
Statistical significance was evaluated by Student's t test using Prism software (GraphPad Software, Inc) when appropriate. All experiments were performed with at least three biological replicates. Data are described as mean ± SD, with differences considered significant when p < 0.05.
Flow cytometry
Testicular germ cells were stained with a nuclear stain and subjected to flow cytometry for classification based on DNA content, as described previously (64). Briefly, testes were decapsulated, tubules were minced, and washed two times with Dulbecco's modified Eagle's medium (Thermo Fisher Scientific) to eliminate interstitial cells. Tubule pieces were incubated for 20 min at 34.5 °C with collagenase type IV (2 mg/ml; Sigma) and DNAse I (40 μg/ml; Sigma). Then, the tubules were washed two times in Dulbecco's modified Eagle's medium and resuspended in trypsin (10 mg/ml), collagenase IV (1 mg/ml), hyaluronidase (1.5 mg/ml), and DNase I (40 μg/ml) for 15 min at 34.5 °C. The cells were passed through a 45-mm nylon mesh, centrifuged at 300g for 5 min, and suspended in PBS. Finally, cells were fixed in 4% paraformaldehyde (PFA), washed with PBS, stained with Hoechst (1:500 dilution; Thermo Fisher Scientific), and analyzed using a flow cytometer (Cytek Aurora).
Fertility trials
Four adult F/-, iCre+ males (cKO) and five adult C57B6 males (control) were used in fertility trials. In each case, the male was paired with a C57B6 female, and the breeding cages were maintained for 6 months. The females were routinely checked for plugs. The number of litters produced and pups born to the cKO and control group was recorded for the 6 months' duration.
Chromosomal spreading of spermatocytes
Chromosome “spreads” were prepared from mouse testes according to previous publication (65, 66). After euthanizing the mice, testes were dissected out and punctured to isolate the seminiferous tubules and immersed in PBS. One-fourth of the tubules was incubated in hypotonic extraction buffer (pH 8.2) (30 mM Tris [pH 8.0], 50 mM sucrose, 17 mM citric acid, 5 mM EDTA, 0.5 mM DTT, and 1 mM PMSF) and placed on ice for 20 min. A small section of the seminiferous tubules transferred from hypotonic extraction buffer to 35 μl of 0.1 M sucrose solution and minced by a scalpel. Tubules were minced until a cloudy cell suspension is formed, and an additional 65 μl of sucrose was added into the suspension. Glass slides were coated in 100 μl 1% PFA containing 0.1% Triton X-100. To each slide, 18 μl of tubule sucrose suspension was slowly added to the PFA solution and evenly spread. Slides were left in a sealed humidity chamber overnight. The next morning, the lid was slightly opened for 30 min and then fully removed to allow slides to dry. The slides were placed in a Coplin jar filled with distilled water and washed on a shaker for 5 min at room temperature. Following two more washes in 0.4% Photo-Flo 200 (Kodak; 1464510) solution, slides were taken out to air dry. Slides were then prepared for immunostaining or stored at −80 °C.
Immunostaining of chromosomal spreads
Slides containing spermatocyte chromosomal spreads from adult (3 months old) TDP-43 cKO and WT mice were stained with 4′,6-diamidino-2-phenylindole (blue) and antibodies to TDP-43 (12), anti-SYCP3 (Abcam; 15093), and anti-γH2AX antibody (Millipore Sigma; 05-636). Chromosome spreads were washed twice with Tris-buffered saline with 0.1% Tween-20 (TBST). Next, the slides were incubated with 500 μl of 10% antibody dilution buffer (ADB) blocking solution (0.3% bovine serum albumin, 10% normal goat serum, and 0.005% Triton-X-100 in TBS) twice for 15 min at room temperature. Primary antibodies were diluted in ADB. Each slide was incubated with 100 μl of primary antibody (anti-TDP-43 diluted at 1:500; anti-SYCP3 diluted at 1:200; and anti-γH2AX diluted at 1:500) and covered with a plastic cover slip overnight in a wet dark box at room temperature. Plastic coverslips were removed by washing with TBST and carefully peeled with tweezers. Once again, slides were incubated in 10% ADB twice for 15 min. The goat secondary antibodies (antimouse 594 [Molecular Probes; A11020; 1:1000 dilution]; anti-rabbit 488 [Molecular Probes; A11070; 1:1000 dilution]; anti-Guinea Pig [Life Technologies; A21435; 1:1000 dilution]) were diluted in ADB and added to slides. Slides were covered with a plastic cover slip and incubated at 37 °C in a dark wet box for 1 h. Slides were then removed from the incubator and allowed to equilibrate to room temperature. Coverslips were removed as aforementioned, and slides were washed three times with TBST. After TBST washes, the slides were then washed two more times with distilled water and left to air dry for 5 min. Finally, slides were mounted with 25 μl of Prolong mounting media (Fisher Scientific; P36970) and covered with a glass coverslip.
Imaging and data analysis
Using Nikon A1R confocal microscopy, individual spermatocytes were captured and staged into the following seven stages: zygotene, early pachytene, midpachytene, late pachytene, early diplotene, late diplotene, and diakinesis. Assignment of the stages was based on SYCP3 staining patterns.
With the NIS-Elements imaging software (Nikon), an individual region of interest (ROI) was drawn around each nucleus. Each ROI was duplicated in a neighbor region where there is no DNA staining. The software calculated the sum intensity of TDP-43, SYCP3, and 4′,6-diamidino-2-phenylindole. The duplicated ROI was used to account for BG intensity and subtracted out of the sample's sum intensity. The following calculation was used to determine the ratio between TDP-43 and SYCP3:
RNA extraction and cDNA synthesis
Testis samples were prepared using a handheld homogenizer for 1 min. The homogenizer was cleaned between each sample using four alternating washes of 100% ethanol and sterile deionized water for at least 1 min in each. RNA was extracted from the lysate using spin columns in the PureLink RNA Mini Kit (Invitrogen; catalog no.: 12183018A). Samples were stored at −80 °C until the RNA (1 μg) was reverse transcribed using the Qiagen Quantitect RT Kit (Qiagen, Inc). The cDNA samples were stored at −20 °C until further analysis.
Primer design for qRT–PCR
Oligonucleotide primers (Tables S1 and S2) were designed using the National Center for Biotechnology Information (NCBI) Primer Design Tool, seeking to span an exon–exon junction with an intervening intron where possible. All targets were tested prior to use on “no reverse-transcriptase” RNA samples to check for genomic DNA contamination and the amplification of nonspecific targets. Acceptable primers had no amplification, or the Ct value of the no reverse transcriptase sample was at least four cycles greater than target cDNA amplification, and the melting temperature was a single and clear peak.
qRT–PCR analysis
qPCR was performed on a QuantStudio 3 Thermocycler (Thermo Fisher Scientific) using SybrGreen PowerUp Master Mix (Thermo Fisher Scientific). The 20 μl reaction included 1 μl target cDNA template, 10 μl SybrGreen Master Mix, 8 μl nuclease-free water, 0.5 μl forward primer, and 0.5 μl reverse primer. The reactions were incubated in a 96-well plate at 95 °C for 2 min, followed by 40 cycles of 95 °C for 30 s, 60 °C for 30 s, and 72 °C for 30 s. All qPCR plates included a negative control, actin as the reference gene for each sample, and all reactions were performed in triplicate. The cycle threshold (Ct) is the number of cycles required for the fluorescent signal to exceed BG levels. Relative gene transcription changes were calculated using the 2−ΔΔCt method (67):
Statistical analysis of qRT–PCR data
All results are the averages of three independent Tardbp cKO mice samples compared with controls. Data are expressed as the mean ± SEM for a 95% confidence interval. Statistical comparisons of ΔΔCt were made by Student's t test. Statistically significant difference was indicated with p < 0.05.
RNA-Seq and pathway analysis
Total RNA was isolated from the whole testes of PND12 Tardbp cKO (n = 3) and WT control (n = 3) mice and sent to the Roy J. Carver Biotechnology Center at the University of Illinois Urbana-Champaign for preparation, sequencing, and analysis. The RNA-Seq libraries were prepared with the TruSeq Stranded mRNAseq Sample Prep kit (Illumina), then pooled, quantitated by qPCR, and sequenced on one S4 lane for 101 cycles from one end of the fragment on a NovaSeq 6000. Fastq files were generated and demultiplexed with the bcl2fastq, v2.20, Conversion Software (Illumina), and adaptors were trimmed. Salmon (version 1.2.0) (68) was used to index the NCBI Mus musculus Annotation Release 109 transcriptome using the decoy-aware method with the entire GRCm39 genome as the decoy sequence. Then quasi-mapping was performed to map reads to the transcriptome with additional arguments --seqBias, --gcBias, --numBootstraps=30, --validateMappings, and --recoverOrphans to help improve the accuracy of mappings.
The remaining statistical analyses were done in R, version 4.0.4 (https://www.R-project.org/) using packages as indicated later. Gene-level counts were estimated from transcript-level counts using the “bias corrected counts without an offset” method from the tximport package (version 1.18.0). This method provides more accurate gene-level count estimates and keeps multimapped reads in the analysis compared with traditional alignment-based method (69). Genes without at least 0.5 counts per million in at least three samples were considered “not expressed” and filtered out. The trimmed mean of means (70)–normalized log2 count per million values were calculated and tested for differential expression using the limma-trend method in the limma package (71) (version 3.48.0) using a final model that included a processing batch effect (72). Multiple test correction was done using the FDR method (73), and FDR p value < 0.05 was used as the threshold for significance. Over-representation testing of KEGG pathways (updated on April 1, 2021) was done using a one-tailed hypergeometric test separately for upregulated and downregulated gene sets using the EGSEA (74) package (version 1.18.1).
GO enrichment analysis was done using the Bioconductor package EdgeR (75). GO database for the analysis was extracted from a genome-wide annotation for mouse (org.Mm.eg.db). For GO term types, BP and MF, the top 15 GO terms were selected for making the graph based on −log10(p value) with the criteria of p value less than 10−5. For comparing germ cell development–related GO, GO terms were selected from Mouse Genome Informatics GO Browser and categorized into three types manually: spermatogenesis, spermatogonia development, and spermiogenesis.
Comparison of RNA-Seq data with previously published TDP-43 CLIP-Seq data
We compared the lists of upregulated and downregulated genes with genes identified to have a TDP-43 binding site using CLIP-Seq within or nearby (“CLIP sites”) (21). Of the 16,911 genes expressed in our RNA-Seq data, 7055 had a CLIP site. We tested whether more of the upregulated and downregulated genes than expected had a CLIP site using a one-tailed hypergeometric test from the VennDiagram package, version 1.6.20 (https://CRAN.R-project.org/package=VennDiagram). We also performed the same test of over-representation of genes with CLIP sites specifically in their 3′ or 5′ UTR. To see if intron length or number of CLIP sites in or near a gene is related to a gene's expression after cKO of Tardbp, we followed the method of Lagier–Tourenne et al. (21) and ranked the genes with at least one CLIP cluster based on descending order of fold change, then compared the most upregulated genes (0–5 percentile), nonregulated genes (52.5–47.5 percentile), and downregulated genes (95–100 percentile); because the standard deviations between the groups were very different, we used nonparametric pairwise Wilcoxon rank sum tests with Bonferroni-corrected p values to test for differences in intron length and number of CLIP clusters.
Data availability
The RNA-Seq data (https://www.ncbi.nlm.nih.gov/geo/info/linking.html) reported in this publication have been deposited in the Gene Expression Omnibus of NCBI and are accessible through GEO Series accession number GSE17573 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17573). All the RNA-Seq data contained within the article are located as aforementioned (GSE17573). Histopathology of testes of 30 separate cKO mice as well as histopathology of the PND15 cKO mice were reported as “data not shown” in the article. These data will be shared upon reasonable request by the corresponding author (preddi@illinois.edu).
Supporting information
This article contains supporting information (19).
Conflict of interest
The authors declare that they have no conflicts of interest with the contents of this article.
Acknowledgments
We thank Dr Michael Griswold for providing the antibody to Stra8. The services of the Histology core labs at the University of Virginia and the College of Veterinary Medicine, University of Illinois Urbana Champaign, are acknowledged. We acknowledge the services of the HPC Bio Core of University of Illinois Urbana Champaign.
Author contributions
K. M. C., Y. X., C. P., J. M. R., Y. P., J. D., C. L.-T., P. C. W., H. Q., and P. P. R. conceptualization; K. M. C., Y. X., C. P., J. M. R., H. D. Z., H. P. O., M. P., P. P., M. T., L. M. M., A. R., K. M. S., Y. P., J. D., C. L.-T., P. C. W., H. Q., and P. P. R. methodology; K. M. C., Y. X., C. P., J. M. R., H. D. Z., Y. P., J. D., C. L.-T., P. C. W., H. Q., and P. P. R. formal analysis; K. M. C., Y. P., J. D., C. L.-T., P. C. W., H. Q., and P. P. R. investigation; K. M. C., Y. X., C. P., J. M. R., H. D. Z., H. P. O., M. P., P. P., M. T., L. M. M., A. R., K. M. S., Y. P., J. D., C. L.-T., P. C. W., H. Q., and P. P. R. data curation; K. M. C., Y. X., C. P., J. M. R., Y. P., J. D., C. L.-T., P. C. W., H. Q., and P. P. R. writing–original draft; K. M. C., Y. X., C. P., J. M. R., H. D. Z., H. P. O., M. P., P. P., M. T., L. M. M., A. R., K. M. S., Y. P., J. D., C. L.-T., P. C. W., H. Q., and P. P. R. writing–review and editing; J. D., C. L.-T., H. Q., and P. P. R. supervision; P. P. R. funding acquisition.
Funding and additional information
Funding from the National Institutes of Health grants R01HD36239 (to P. P. R.) and R01HD094546 (to P. P. R.) is acknowledged. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Edited by Henrik Dohlman
Supporting information
References
- 1.Ou S.H., Wu F., Harrich D., García-Martínez L.F., Gaynor R.B. Cloning and characterization of a novel cellular protein, TDP-43, that binds to human immunodeficiency virus type 1 TAR DNA sequence motifs. J. Virol. 1995;69:3584–3596. doi: 10.1128/jvi.69.6.3584-3596.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Lagier-Tourenne C., Polymenidou M., Cleveland D.W. TDP-43 and FUS/TLS: Emerging roles in RNA processing and neurodegeneration. Hum. Mol. Genet. 2010;19:R46–R64. doi: 10.1093/hmg/ddq137. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Buratti E., Baralle F.E. Characterization and functional implications of the RNA binding properties of nuclear factor TDP-43, a novel splicing regulator of CFTR exon 9. J. Biol. Chem. 2001;276:36337–36343. doi: 10.1074/jbc.M104236200. [DOI] [PubMed] [Google Scholar]
- 4.Buratti E., Dörk T., Zuccato E., Pagani F., Romano M., Baralle F.E. Nuclear factor TDP-43 and SR proteins promote in vitro and in vivo CFTR exon 9 skipping. EMBO J. 2001;20:1774–1784. doi: 10.1093/emboj/20.7.1774. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Buratti E., Brindisi A., Giombi M., Tisminetzky S., Ayala Y.M., Baralle F.E. TDP-43 binds heterogeneous nuclear ribonucleoprotein A/B through its C-terminal tail: An important region for the inhibition of cystic fibrosis transmembrane conductance regulator exon 9 splicing. J. Biol. Chem. 2005;280:37572–37584. doi: 10.1074/jbc.M505557200. [DOI] [PubMed] [Google Scholar]
- 6.Wang H.Y., Wang I.F., Bose J., Shen C.K. Structural diversity and functional implications of the eukaryotic TDP gene family. Genomics. 2004;83:130–139. doi: 10.1016/s0888-7543(03)00214-3. [DOI] [PubMed] [Google Scholar]
- 7.Cushman M., Johnson B.S., King O.D., Gitler A.D., Shorter J. Prion-like disorders: Blurring the divide between transmissibility and infectivity. J. Cell Sci. 2010;123:1191–1201. doi: 10.1242/jcs.051672. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Fuentealba R.A., Udan M., Bell S., Wegorzewska I., Shao J., Diamond M.I., Weihl C.C., Baloh R.H. Interaction with polyglutamine aggregates reveals a Q/N-rich domain in TDP-43. J. Biol. Chem. 2010;285:26304–26314. doi: 10.1074/jbc.M110.125039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Wu L.S., Cheng W.C., Hou S.C., Yan Y.T., Jiang S.T., Shen C.K. TDP-43, a neuro-pathosignature factor, is essential for early mouse embryogenesis. Genesis. 2010;48:56–62. doi: 10.1002/dvg.20584. [DOI] [PubMed] [Google Scholar]
- 10.Chiang P.M., Ling J., Jeong Y.H., Price D.L., Aja S.M., Wong P.C. Deletion of TDP-43 down-regulates Tbc1d1, a gene linked to obesity, and alters body fat metabolism. Proc. Natl. Acad. Sci. U. S. A. 2010;107:16320–16324. doi: 10.1073/pnas.1002176107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Neumann M., Sampathu D.M., Kwong L.K., Truax A.C., Micsenyi M.C., Chou T.T., Bruce J., Schuck T., Grossman M., Clark C.M., McCluskey L.F., Miller B.L., Masliah E., Mackenzie I.R., Feldman H. Ubiquitinated TDP-43 in frontotemporal lobar degeneration and amyotrophic lateral sclerosis. Science. 2006;314:130–133. doi: 10.1126/science.1134108. [DOI] [PubMed] [Google Scholar]
- 12.Acharya K.K., Govind C.K., Shore A.N., Stoler M.H., Reddi P.P. Cis-requirement for the maintenance of round spermatid-specific transcription. Dev. Biol. 2006;295:781–790. doi: 10.1016/j.ydbio.2006.04.443. [DOI] [PubMed] [Google Scholar]
- 13.Lalmansingh A.S., Urekar C.J., Reddi P.P. TDP-43 is a transcriptional repressor: The testis-specific mouse acrv1 gene is a TDP-43 target in vivo. J. Biol. Chem. 2011;286:10970–10982. doi: 10.1074/jbc.M110.166587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Abhyankar M.M., Urekar C., Reddi P.P. A novel CpG-free vertebrate insulator silences the testis-specific SP-10 gene in somatic tissues: Role for TDP-43 in insulator function. J. Biol. Chem. 2007;282:36143–36154. doi: 10.1074/jbc.M705811200. [DOI] [PubMed] [Google Scholar]
- 15.Osuru H.P., Pramoonjago P., Abhyankar M.M., Swanson E., Roker L.A., Cathro H., Reddi P.P. Immunolocalization of TAR DNA-binding protein of 43 kDa (TDP-43) in mouse seminiferous epithelium. Mol. Reprod. Dev. 2017;84:675–685. doi: 10.1002/mrd.22851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Varghese D.S., Chandran U., Soumya A., Pillai S.M., Jayakrishnan K., Reddi P.P., Kumar P.G. Aberrant expression of TAR DNA binding protein-43 is associated with spermatogenic disorders in men. Reprod. Fertil. Dev. 2016;28:713–722. doi: 10.1071/RD14090. [DOI] [PubMed] [Google Scholar]
- 17.Wu Q., Song R., Ortogero N., Zheng H., Evanoff R., Small C.L., Griswold M.D., Namekawa S.H., Royo H., Turner J.M., Yan W. The RNase III enzyme DROSHA is essential for microRNA production and spermatogenesis. J. Biol. Chem. 2012;287:25173–25190. doi: 10.1074/jbc.M112.362053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Sadate-Ngatchou P.I., Payne C.J., Dearth A.T., Braun R.E. Cre recombinase activity specific to postnatal, premeiotic male germ cells in transgenic mice. Genesis. 2008;46:738–742. doi: 10.1002/dvg.20437. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Gely-Pernot A., Raverdeau M., Teletin M., Vernet N., Féret B., Klopfenstein M., Dennefeld C., Davidson I., Benoit G., Mark M., Ghyselinck N.B. Retinoic acid receptors control spermatogonia cell-fate and induce expression of the SALL4A transcription factor. PLoS Genet. 2015;11 doi: 10.1371/journal.pgen.1005501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Polymenidou M., Lagier-Tourenne C., Hutt K.R., Huelga S.C., Moran J., Liang T.Y., Ling S.C., Sun E., Wancewicz E., Mazur C., Kordasiewicz H., Sedaghat Y., Donohue J.P., Shiue L., Bennett C.F. Long pre-mRNA depletion and RNA missplicing contribute to neuronal vulnerability from loss of TDP-43. Nat. Neurosci. 2011;14:459–468. doi: 10.1038/nn.2779. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Lagier-Tourenne C., Polymenidou M., Hutt K.R., Vu A.Q., Baughn M., Huelga S.C., Clutario K.M., Ling S.C., Liang T.Y., Mazur C., Wancewicz E., Kim A.S., Watt A., Freier S., Hicks G.G. Divergent roles of ALS-linked proteins FUS/TLS and TDP-43 intersect in processing long pre-mRNAs. Nat. Neurosci. 2012;15:1488–1497. doi: 10.1038/nn.3230. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Choy J.T., Eisenberg M.L. Male infertility as a window to health. Fertil. Steril. 2018;110:810–814. doi: 10.1016/j.fertnstert.2018.08.015. [DOI] [PubMed] [Google Scholar]
- 23.Agarwal A., Baskaran S., Parekh N., Cho C.L., Henkel R., Vij S., Arafa M., Panner Selvam M.K., Shah R. Male infertility. Lancet. 2021;397:319–333. doi: 10.1016/S0140-6736(20)32667-2. [DOI] [PubMed] [Google Scholar]
- 24.Lin Y.N., Matzuk M.M. Genetics of male fertility. Methods Mol. Biol. 2014;1154:25–37. doi: 10.1007/978-1-4939-0659-8_2. [DOI] [PubMed] [Google Scholar]
- 25.Koubova J., Menke D.B., Zhou Q., Capel B., Griswold M.D., Page D.C. Retinoic acid regulates sex-specific timing of meiotic initiation in mice. Proc. Natl. Acad. Sci. U. S. A. 2006;103:2474–2479. doi: 10.1073/pnas.0510813103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Zhou Q., Nie R., Li Y., Friel P., Mitchell D., Hess R.A., Small C., Griswold M.D. Expression of stimulated by retinoic acid gene 8 (Stra8) in spermatogenic cells induced by retinoic acid: An in vivo study in vitamin A-sufficient postnatal murine testes. Biol. Reprod. 2008;79:35–42. doi: 10.1095/biolreprod.107.066795. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Anderson E.L., Baltus A.E., Roepers-Gajadien H.L., Hassold T.J., de Rooij D.G., van Pelt A.M., Page D.C. Stra8 and its inducer, retinoic acid, regulate meiotic initiation in both spermatogenesis and oogenesis in mice. Proc. Natl. Acad. Sci. U. S. A. 2008;105:14976–14980. doi: 10.1073/pnas.0807297105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Baudat F., Manova K., Yuen J.P., Jasin M., Keeney S. Chromosome synapsis defects and sexually dimorphic meiotic progression in mice lacking Spo11. Mol. Cell. 2000;6:989–998. doi: 10.1016/s1097-2765(00)00098-8. [DOI] [PubMed] [Google Scholar]
- 29.Mitra J., Guerrero E.N., Hegde P.M., Liachko N.F., Wang H., Vasquez V., Gao J., Pandey A., Taylor J.P., Kraemer B.C., Wu P., Boldogh I., Garruto R.M., Mitra S., Rao K.S. Motor neuron disease-associated loss of nuclear TDP-43 is linked to DNA double-strand break repair defects. Proc. Natl. Acad. Sci. U. S. A. 2019;116:4696–4705. doi: 10.1073/pnas.1818415116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Handel M.A., Schimenti J.C. Genetics of mammalian meiosis: Regulation, dynamics and impact on fertility. Nat. Rev. Genet. 2010;11:124–136. doi: 10.1038/nrg2723. [DOI] [PubMed] [Google Scholar]
- 31.Pittman D.L., Cobb J., Schimenti K.J., Wilson L.A., Cooper D.M., Brignull E., Handel M.A., Schimenti J.C. Meiotic prophase arrest with failure of chromosome synapsis in mice deficient for Dmc1, a germline-specific RecA homolog. Mol. Cell. 1998;1:697–705. doi: 10.1016/s1097-2765(00)80069-6. [DOI] [PubMed] [Google Scholar]
- 32.Dai J., Voloshin O., Potapova S., Camerini-Otero R.D. Meiotic knockdown and complementation reveals essential role of RAD51 in mouse spermatogenesis. Cell Rep. 2017;18:1383–1394. doi: 10.1016/j.celrep.2017.01.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Xu H., Beasley M.D., Warren W.D., van der Horst G.T., McKay M.J. Absence of mouse REC8 cohesin promotes synapsis of sister chromatids in meiosis. Dev. Cell. 2005;8:949–961. doi: 10.1016/j.devcel.2005.03.018. [DOI] [PubMed] [Google Scholar]
- 34.Llano E., Herrán Y., García-Tuñón I., Gutiérrez-Caballero C., de Álava E., Barbero J.L., Schimenti J., de Rooij D.G., Sánchez-Martín M., Pendás A.M. Meiotic cohesin complexes are essential for the formation of the axial element in mice. J. Cell Biol. 2012;197:877–885. doi: 10.1083/jcb.201201100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Hao J., Yamamoto M., Richardson T.E., Chapman K.M., Denard B.S., Hammer R.E., Zhao G.Q., Hamra F.K. Sohlh2 knockout mice are male-sterile because of degeneration of differentiating type A spermatogonia. Stem Cells. 2008;26:1587–1597. doi: 10.1634/stemcells.2007-0502. [DOI] [PubMed] [Google Scholar]
- 36.Park M., Lee Y., Jang H., Lee O.H., Park S.W., Kim J.H., Hong K., Song H., Park S.P., Park Y.Y., Ko J.J., Choi Y. SOHLH2 is essential for synaptonemal complex formation during spermatogenesis in early postnatal mouse testes. Sci. Rep. 2016;6:20980. doi: 10.1038/srep20980. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Suzuki H., Ahn H.W., Chu T., Bowden W., Gassei K., Orwig K., Rajkovic A. SOHLH1 and SOHLH2 coordinate spermatogonial differentiation. Dev. Biol. 2012;361:301–312. doi: 10.1016/j.ydbio.2011.10.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Kogo H., Tsutsumi M., Inagaki H., Ohye T., Kiyonari H., Kurahashi H. HORMAD2 is essential for synapsis surveillance during meiotic prophase via the recruitment of ATR activity. Genes Cells. 2012;17:897–912. doi: 10.1111/gtc.12005. [DOI] [PubMed] [Google Scholar]
- 39.Shin Y.H., Choi Y., Erdin S.U., Yatsenko S.A., Kloc M., Yang F., Wang P.J., Meistrich M.L., Rajkovic A. Hormad1 mutation disrupts synaptonemal complex formation, recombination, and chromosome segregation in mammalian meiosis. PLoS Genet. 2010;6 doi: 10.1371/journal.pgen.1001190. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Hamer G., Novak I., Kouznetsova A., Höög C. Disruption of pairing and synapsis of chromosomes causes stage-specific apoptosis of male meiotic cells. Theriogenology. 2008;69:333–339. doi: 10.1016/j.theriogenology.2007.09.029. [DOI] [PubMed] [Google Scholar]
- 41.Yang F., De La Fuente R., Leu N.A., Baumann C., McLaughlin K.J., Wang P.J. Mouse SYCP2 is required for synaptonemal complex assembly and chromosomal synapsis during male meiosis. J. Cell Biol. 2006;173:497–507. doi: 10.1083/jcb.200603063. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Bolcun-Filas E., Bannister L.A., Barash A., Schimenti K.J., Hartford S.A., Eppig J.J., Handel M.A., Shen L., Schimenti J.C. A-MYB (MYBL1) transcription factor is a master regulator of male meiosis. Development. 2011;138:3319–3330. doi: 10.1242/dev.067645. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Toscani A., Mettus R.V., Coupland R., Simpkins H., Litvin J., Orth J., Hatton K.S., Reddy E.P. Arrest of spermatogenesis and defective breast development in mice lacking A-myb. Nature. 1997;386:713–717. doi: 10.1038/386713a0. [DOI] [PubMed] [Google Scholar]
- 44.Mettus R.V., Litvin J., Wali A., Toscani A., Latham K., Hatton K., Reddy E.P. Murine A-myb: Evidence for differential splicing and tissue-specific expression. Oncogene. 1994;9:3077–3086. [PubMed] [Google Scholar]
- 45.Rao S., Zhen S., Roumiantsev S., McDonald L.T., Yuan G.C., Orkin S.H. Differential roles of Sall4 isoforms in embryonic stem cell pluripotency. Mol. Cell. Biol. 2010;30:5364–5380. doi: 10.1128/MCB.00419-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Eildermann K., Aeckerle N., Debowski K., Godmann M., Christiansen H., Heistermann M., Schweyer S., Bergmann M., Kliesch S., Gromoll J., Ehmcke J., Schlatt S., Behr R. Developmental expression of the pluripotency factor sal-like protein 4 in the monkey, human and mouse testis: Restriction to premeiotic germ cells. Cells Tissues Organs. 2012;196:206–220. doi: 10.1159/000335031. [DOI] [PubMed] [Google Scholar]
- 47.Gassei K., Orwig K.E. SALL4 expression in gonocytes and spermatogonial clones of postnatal mouse testes. PLoS One. 2013;8 doi: 10.1371/journal.pone.0053976. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Liao H.F., Chen W.S., Chen Y.H., Kao T.H., Tseng Y.T., Lee C.Y., Chiu Y.C., Lee P.L., Lin Q.J., Ching Y.H., Hata K., Cheng W.T., Tsai M.H., Sasaki H., Ho H.N. DNMT3L promotes quiescence in postnatal spermatogonial progenitor cells. Development. 2014;141:2402–2413. doi: 10.1242/dev.105130. [DOI] [PubMed] [Google Scholar]
- 49.Donde A., Sun M., Ling J.P., Braunstein K.E., Pang B., Wen X., Cheng X., Chen L., Wong P.C. Splicing repression is a major function of TDP-43 in motor neurons. Acta Neuropathol. 2019;138:813–826. doi: 10.1007/s00401-019-02042-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Ling J.P., Pletnikova O., Troncoso J.C., Wong P.C. TDP-43 repression of nonconserved cryptic exons is compromised in ALS-FTD. Science. 2015;349:650–655. doi: 10.1126/science.aab0983. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Connolly C.M., Dearth A.T., Braun R.E. Disruption of murine Tenr results in teratospermia and male infertility. Dev. Biol. 2005;278:13–21. doi: 10.1016/j.ydbio.2004.10.009. [DOI] [PubMed] [Google Scholar]
- 52.Slee R., Grimes B., Speed R.M., Taggart M., Maguire S.M., Ross A., McGill N.I., Saunders P.T., Cooke H.J. A human DAZ transgene confers partial rescue of the mouse Dazl null phenotype. Proc. Natl. Acad. Sci. U. S. A. 1999;96:8040–8045. doi: 10.1073/pnas.96.14.8040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Chen D., Zheng W., Lin A., Uyhazi K., Zhao H., Lin H. Pumilio 1 suppresses multiple activators of p53 to safeguard spermatogenesis. Curr. Biol. 2012;22:420–425. doi: 10.1016/j.cub.2012.01.039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Legrand J.M.D., Chan A.L., La H.M., Rossello F.J., Änkö M.L., Fuller-Pace F.V., Hobbs R.M. DDX5 plays essential transcriptional and post-transcriptional roles in the maintenance and function of spermatogonia. Nat. Commun. 2019;10:2278. doi: 10.1038/s41467-019-09972-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Iwamori N., Tominaga K., Sato T., Riehle K., Iwamori T., Ohkawa Y., Coarfa C., Ono E., Matzuk M.M. MRG15 is required for pre-mRNA splicing and spermatogenesis. Proc. Natl. Acad. Sci. U. S. A. 2016;113:E5408–E5415. doi: 10.1073/pnas.1611995113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Bao J., Tang C., Li J., Zhang Y., Bhetwal B.P., Zheng H., Yan W. RAN-binding protein 9 is involved in alternative splicing and is critical for male germ cell development and male fertility. PLoS Genet. 2014;10 doi: 10.1371/journal.pgen.1004825. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Senoo M., Takijiri T., Yoshida N., Ozawa M., Ikawa M. PTBP1 contributes to spermatogenesis through regulation of proliferation in spermatogonia. J. Reprod. Dev. 2019;65:37–46. doi: 10.1262/jrd.2018-109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Dev A., Nayernia K., Meins M., Adham I., Lacone F., Engel W. Mice deficient for RNA-binding protein brunol1 show reduction of spermatogenesis but are fertile. Mol. Reprod. Dev. 2007;74:1456–1464. doi: 10.1002/mrd.20742. [DOI] [PubMed] [Google Scholar]
- 59.Morales C.R., Lefrancois S., Chennathukuzhi V., El-Alfy M., Wu X., Yang J., Gerton G.L., Hecht N.B. A TB-RBP and Ter ATPase complex accompanies specific mRNAs from nuclei through the nuclear pores and into intercellular bridges in mouse male germ cells. Dev. Biol. 2002;246:480–494. doi: 10.1006/dbio.2002.0679. [DOI] [PubMed] [Google Scholar]
- 60.Greenbaum M.P., Yan W., Wu M.H., Lin Y.N., Agno J.E., Sharma M., Braun R.E., Rajkovic A., Matzuk M.M. TEX14 is essential for intercellular bridges and fertility in male mice. Proc. Natl. Acad. Sci. U. S. A. 2006;103:4982–4987. doi: 10.1073/pnas.0505123103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Vanden Broeck L., Callaerts P., Dermaut B. TDP-43-mediated neurodegeneration: Towards a loss-of-function hypothesis? Trends Mol. Med. 2014;20:66–71. doi: 10.1016/j.molmed.2013.11.003. [DOI] [PubMed] [Google Scholar]
- 62.Buratti E. Targeting TDP-43 proteinopathy with drugs and drug-like small molecules. Br. J. Pharmacol. 2021;178:1298–1315. doi: 10.1111/bph.15148. [DOI] [PubMed] [Google Scholar]
- 63.Osuru H.P., Monroe J.E., Chebolu A.P., Akamune J., Pramoonjago P., Ranpura S.A., Reddi P.P. The acrosomal protein SP-10 (Acrv1) is an ideal marker for staging of the cycle of seminiferous epithelium in the mouse. Mol. Reprod. Dev. 2014;81:896–907. doi: 10.1002/mrd.22358. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Gaysinskaya V., Bortvin A. Flow cytometry of murine spermatocytes. Curr. Protoc. Cytom. 2015;72:7.44.1–7.44.24. doi: 10.1002/0471142956.cy0744s72. [DOI] [PubMed] [Google Scholar]
- 65.Dia F., Strange T., Liang J., Hamilton J., Berkowitz K.M. Preparation of meiotic chromosome spreads from mouse spermatocytes. J. Vis. Exp. 2017 doi: 10.3791/55378. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Qiao H., Prasada Rao H.B., Yang Y., Fong J.H., Cloutier J.M., Deacon D.C., Nagel K.E., Swartz R.K., Strong E., Holloway J.K., Cohen P.E., Schimenti J., Ward J., Hunter N. Antagonistic roles of ubiquitin ligase HEI10 and SUMO ligase RNF212 regulate meiotic recombination. Nat. Genet. 2014;46:194–199. doi: 10.1038/ng.2858. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Livak K.J., Schmittgen T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods. 2001;25:402–408. doi: 10.1006/meth.2001.1262. [DOI] [PubMed] [Google Scholar]
- 68.Patro R., Duggal G., Love M.I., Irizarry R.A., Kingsford C. Salmon provides fast and bias-aware quantification of transcript expression. Nat. Methods. 2017;14:417–419. doi: 10.1038/nmeth.4197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Soneson C., Love M.I., Robinson M.D. Differential analyses for RNA-seq: Transcript-level estimates improve gene-level inferences. F1000Res. 2015;4:1521. doi: 10.12688/f1000research.7563.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Robinson M.D., Oshlack A. A scaling normalization method for differential expression analysis of RNA-seq data. Genome Biol. 2010;11:R25. doi: 10.1186/gb-2010-11-3-r25. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Ritchie M.E., Phipson B., Wu D., Hu Y., Law C.W., Shi W., Smyth G.K. Limma powers differential expression analyses for RNA-sequencing and microarray studies. Nucleic Acids Res. 2015;43 doi: 10.1093/nar/gkv007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Risso D., Ngai J., Speed T.P., Dudoit S. Normalization of RNA-seq data using factor analysis of control genes or samples. Nat. Biotechnol. 2014;32:896–902. doi: 10.1038/nbt.2931. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Benjamini Y H.Y. Controlling the false discovery rate: A practical and powerful approach to multiple testing. J. R. Stat. Soc. Series B Methodol. 1995;57:289–300. [Google Scholar]
- 74.Alhamdoosh M., Ng M., Wilson N.J., Sheridan J.M., Huynh H., Wilson M.J., Ritchie M.E. Combining multiple tools outperforms individual methods in gene set enrichment analyses. Bioinformatics. 2017;33:414–424. doi: 10.1093/bioinformatics/btw623. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Robinson M.D., McCarthy D.J., Smyth G.K. edgeR: A bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2010;26:139–140. doi: 10.1093/bioinformatics/btp616. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The RNA-Seq data (https://www.ncbi.nlm.nih.gov/geo/info/linking.html) reported in this publication have been deposited in the Gene Expression Omnibus of NCBI and are accessible through GEO Series accession number GSE17573 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17573). All the RNA-Seq data contained within the article are located as aforementioned (GSE17573). Histopathology of testes of 30 separate cKO mice as well as histopathology of the PND15 cKO mice were reported as “data not shown” in the article. These data will be shared upon reasonable request by the corresponding author (preddi@illinois.edu).