Abstract
Accurate meiotic progression is important for gamete formation and the generation of genetic diversity. However, little is known about the identity of chromatin regulators that underlie mammalian meiosis in vivo. Here, we identify the multifaceted functions of the chromatin remodeler Znhit1 in governing meiosis. We observe a gradual increase in Znhit1 expression during the meiotic prophase. Znhit1 deficiency in spermatocytes results in arrested pachytene development, impaired DNA double-strand break repair, and defective homologous recombination. Single-cell RNA sequencing and transcriptome analysis reveal that Znhit1 loss downregulates the transcription of pachytene genome activation (PGA) genes globally. Chromatin immunoprecipitation data show that Znhit1 is needed for the incorporation of the histone variant H2A.Z into pachytene chromatin. Moreover, we find that H2A.Z cooperates with the transcription factor A-MYB to co-bind DNA elements and control enhancer activity. Our findings provide insights into the regulatory mechanisms governing meiotic progression and highlight Znhit1 as a critical regulator of meiotic recombination and PGA.
Introduction
Meiosis is a fundamental and conserved process that plays a crucial role in gamete formation and the generation of genetic diversity. By undergoing one round of DNA replication and two rounds of cell division, the meiotic process ensures the production of haploid cells, each with a unique combination of genetic materials (Handel and Schimenti, 2010; Lascarez-Lagunas et al., 2020). Any disruptions to the normal progression of meiosis would have significant consequences, such as aneuploidy, infertility, spontaneous abortion, and congenital diseases (Hassold and Hunt, 2001).
Therefore, understanding the molecular mechanisms underlying meiosis will provide valuable insights for the diagnosis and treatment of reproductive and developmental diseases.
Multiple chromosomal events occur during meiotic prophase I, including homologous chromosome pairing and synapsis, DNA double-strand break (DSB) formation and repair, and homologous recombination (HR) (Baudat et al., 2013; Hunter, 2015; Zickler and Kleckner, 2023). In this process, homolog pairing and synapsis coincide with Spo11- mediated genome-wide formation of DSBs (Bergerat et al., 1997; Keeney et al., 1997).
Following the formation of DSBs, the DNA undergoes resection, leading to the generation of single-stranded DNA overhangs. These overhangs are then coated by RPA, DMC1, and RAD51, facilitating the production of recombination intermediates.
Subsequently, these intermediates are processed and resolved, ultimately forming either meiotic crossovers or non-crossovers (Gray and Cohen, 2016; San Filippo et al., 2008; Symington, 2014). The tightly coordinated timing and spatial arrangement of these meiotic events are of utmost importance for proper germ cell development.
There is transcriptional awakening during male meiotic prophase I, in which the quiescent meiotic genome becomes transcriptionally active during the zygotene-to-pachytene transition (Ernst et al., 2019; Green et al., 2018; Rabbani et al., 2022; Turner, 2015). This process, referred to as pachytene genome activation (PGA), is responsible for the expression of numerous genes and plays an essential role in controlling meiotic and post- meiotic events. Previous studies have emphasized the significance of the transcription factors (TFs) A-MYB, BRDT, and TCFL5 in activating transcription during pachytene (Alexander et al., 2023; Bolcun-Filas et al., 2011; Cecchini et al., 2023; Gaucher et al., 2012; Li et al., 2013; Maezawa et al., 2020; Manterola et al., 2018; Ozata et al., 2020; Yu et al., 2021). Additionally, extensive chromatin remodeling takes place in spermatocytes during meiotic prophase I, involving histone variant exchange, histone modifications, and high-order genome rearrangement (Kota and Feil, 2010; Wang et al., 2017; Zheng and Xie, 2019). It has been known that SETDB1-mediated H3K9 trimethylation (H3K9me3) is required for sex chromosome transcription silencing (a process called meiotic sex chromosome inactivation, MSCI) and male meiotic procession (Hirota et al., 2018).
However, the specific involvement of chromatin regulators in gene activation on autosomes remains poorly understood.
Zinc finger HIT-type containing 1 (Znhit1), an evolutionarily conserved subunit of the SRCAP chromatin remodeling complex, acts as a key regulator for the histone variant H2A.Z deposition to control gene expression and cell fate determination (Cai et al., 2005; Cuadrado et al., 2007; Feng et al., 2022). Recent studies have shown that Znhit1 is involved in a wide range of developmental processes, including muscle and lens differentiation, heart development, lung branching, and adult tissue stem cell maintenance (Cuadrado et al., 2010; Lu et al., 2022; Sun et al., 2020; Wei et al., 2022; Xu et al., 2021; Zhao et al., 2019). In our most recent study, we deleted Znhit1 in early male germ cells and found that Znhit1 is required for the mitosis-to-meiosis transition by controlling Meiosin expression (Sun et al., 2022). However, the in vivo function of Znhit1 in regulating meiotic progression remains unknown.
To delve into the function of Znhit1 in meiosis, we analyzed Znhit1 expression and observed upregulated Znhit1 expression specifically during meiotic prophase. Here, we examine the role of Znhit1 in multiple meiotic events and show that the deletion of Znhit1 in spermatocytes causes impaired HR and defective PGA, thereby resulting in meiotic developmental arrest. Hence, our study highlights the essential role of Znhit1 in ensuring meiotic progression, implicating its potential as a therapeutic target for meiosis-related diseases.
Results
Znhit1 expression is upregulated during meiotic prophase and Znhit1 knockout in spermatocytes disrupts spermatogenesis
To identify potential chromatin regulators in meiosis, we first queried for chromatin factors highly expressed during the zygotene stage based on published transcription data (Fig S1A and Table S1) (Chen et al., 2018). Quantitative analysis showed that the chromatin remodeler Znhit1 was among the most highly expressed factors (Figs 1A, 1B, S1B, and S1C). RNA in situ hybridization validated that Znhit1 expression in male germ cells decreased after meiotic initiation, followed by a gradual increase in spermatocytes from the zygotene stage to the metaphase stage (Fig 1C). These results suggest that Znhit1 is a potential chromatin regulator of meiotic progression.
To investigate whether Znhit1 regulates meiotic progression, we generated spermatocyte- specific Znhit1 knockout mice (Znhit1fl/fl; Stra8-cre, referred to as Znhit1-sKO). In the first wave of spermatogenesis, Ngn3-negative prospermatogonia directly differentiate into A2 spermatogonia(Law et al., 2019; Rabbani et al., 2022; Yoshida et al., 2006; Yoshida et al., 2004). With Stra8-cre inducing recombination in A1 spermatogonia and preleptotene spermatocytes separately(Lin et al., 2017), it is feasible to generate mice with spermatocyte-specific gene knockout (Fig 1D). RNA in situ experiments on testis sections confirmed Znhit1 mRNA deletion in spermatocytes (Figs 1E and S1D). Compared with littermate controls, Znhit1-sKO male mice had smaller testes (Fig S1E and S1F). PAS- histological and PNA-fluorescence staining illuminated the absence of round spermatids and elongated spermatids in Znhit1-sKO testes (Fig 1F and 1G), indicating that Znhit1 knockout in spermatocytes disrupted spermatogenesis.
Znhit1 deletion leads to meiotic arrest at the pachytene stage
To dissect spermatocyte development in Znhit1-sKO testes, we co-stained SYCP3, a marker of primary spermatocytes, and HSPA2, a testis-specific HSP70 family member that accumulates from the pachytene stage onward. As shown in Figure 2A, both control and Znhit1-sKO testis sections exhibited SYCP3+HSPA2+ primary spermatocytes.
Phospho-histone H3 (Thr3) (pH3) is a marker of mitotic and meiotic metaphase cells, and Znhit1 deletion caused the complete absence of pH3+ metaphase spermatocytes within the cavity of seminiferous tubules (Fig 2B). These results suggest that Znhit1 deletion causes spermatocyte arrest at meiotic prophase I.
To pinpoint the onset of meiotic failure, we performed immunostaining against SYCP3 in spermatocyte chromosome spreads. The wild-type testes displayed typical spermatocytes at consecutive substages, including leptotene, zygotene, pachytene, diplotene, and diakinesis (Fig 2C). However, spermatocytes at the diplotene and diakinesis stages were rarely observed in Znhit1-sKO testes (Fig 2D and 2E). We also examined the expression of H1T, a middle pachytene marker, and no difference in H1T expression was observed in Znhit1−/− spermatocytes (Fig S2A). Moreover, Znhit1 knockout resulted in increased TUNEL-positive spermatocytes, suggesting that these defective spermatocytes were eliminated by the apoptotic pathway (Fig 2F and 2G). These results indicate that Znhit1 deletion leads to meiotic arrest at the pachytene stage.
Znhit1 is required for DSB repair and meiotic recombination
To investigate the impact of Znhit1 on meiotic events, we first performed immunostaining of SYCP1 and SYCP3, the essential components of the synaptonemal complex, to examine whether Znhit1 regulated homologous synapses. As shown in Figure 3A, pachytene nuclei with fully synapsed autosomes were observed in spermatocytes from control and Znhit1-sKO testes. During the pachytene stage, the X and Y chromosomes undergo pairing and synapses between the short pseudoautosomal regions (PARs). We found an increase in the percentage of unsynapsed X-Y chromosomes in Znhit1-sKO spermatocytes (Fig 3B). Thus, deletion of Znhit1 results in impaired sex chromosomal synapsis.
Next, we examined the programmed formation and repair of DSBs by co-staining SYCP3 and γH2AX, a DSB marker, on spermatocyte chromosome spreads. In both control and Znhit1-sKO spermatocytes, γH2AX signals were evident in the leptotene and zygotene stages (Fig 3C). However, in Znhit1-deficient pachynema, we still observed diffuse γH2AX signals on the autosomes, while in control pachynema, γH2AX signals only accumulated on the X-Y chromosomes. Moreover, we detected the presence of another DSB marker, phospho-ATM (pATM), on the autosomes in Znhit1-sKO pachytene spermatocytes (Fig 3D). Together, these results demonstrate that Znhit1 is required for completing DSB repair.
To understand how Znhit1 regulates DSB repair, we performed an immunostaining analysis using the markers RPA2 and DMC1, the essential factors involved in DSB repair by coating resected DSBs. We found an increase in RPA2 and DMC1 counts in both zygonema and pachynema of Znhit1-deficient testes (Fig 3E, 3F, and S3A), indicating that Znhit1 deletion delayed recombinational repair, resulting in defective resolution of autosomal DSBs in Znhit1−/− pachynema. The formation and repair of DSBs play crucial roles in initiating and facilitating meiotic recombination, respectively. To examine the consequences of unrepaired DSBs on meiotic recombination in Znhit1 mutants, we performed an immunostaining analysis against MLH1, a marker of meiotic crossover formation. Indeed, we found an almost absence of MLH1 foci in Znhit1−/− pachytene spermatocytes compared with controls (Fig 3G and 3H), indicating that the loss of Znhit1 severely disrupted meiotic crossover formation.
Collectively, these results argue that Znhit1 is essential for multiple meiotic events, including sexual chromosome synapsis, DSB repair, and homologous recombination.
scRNA-seq analysis reveals abnormal pachytene-to-diplotene transition caused by Znhit1 knockout
We then asked how Znhit1 regulates spermatocyte development. We isolated testicular cells from control and Znhit1-sKO mice at postnatal 16 (P16) and performed scRNA-seq analysis. After quality control, a total of 2,4164 cells (12,212 cells from control, 11,952 cells from Znhit1-sKO) were captured, yielding 2,473 genes per cell. As visualized via uniform manifold approximation and projection (UMAP), the single-cell atlas comprised germ cells at various stages and major somatic cell types, including Sertoli cells (Sox9+), Leydig cells (Hsd3b1+), peritubular myoid cells (Acta2+), and macrophages (Adgre1+) (Figs 4A, 4B and S4A, and Table S2). The scRNA-seq data identified 6 germ cell types based on the expression of specific markers, including undifferentiated spermatogonia (Zbtb16+), differentiating spermatogonia (Kit+), preleptotene spermatocytes (Nacad+), leptotene spermatocytes (Meiob+), zygotene spermatocytes (Gml+), and pachytene spermatocytes (Ldhc+) (Fig 4B and 4C). Examination of germ cell scRNA-seq profiles via unsupervised clustering revealed decreased pachytene spermatocytes after Znhit1 deletion (Figs 4D, 4E, and S4B). Pou5f2 is expressed explicitly at the diplotene stage, and we found a lack of Pou5f2+ diplotene spermatocytes in Znhit1-sKO testes (Fig 4F). These results indicate that Znhit1 is required for male germ cell development beyond the pachytene stage.
Znhit1 deletion impairs meiotic transcriptional activation
Next, we asked whether meiotic transcriptional activation was affected by Znhit1 deletion. We analyzed changes in gene expression between consecutive spermatocyte stages and identified 4,603 genes that showed significant changes (Fig 5A and Table S3). Of the changed genes between zygotene spermatocytes and pachytene spermatocytes, 1,560 genes were upregulated (referred to as pachytene-activated genes or PGA genes). Moreover, we identified differentially expressed genes (DEGs) in each spermatocyte type between the control and Znhit1-sKO groups. The number of DEGs gradually increased from the preleptotene stage to the pachytene stage, with downregulated genes being predominant (Fig 5B and Table S4). In particular, Znhit1−/− pachytene spermatocytes exhibited 2,785 downregulated genes, among which were most of the pachytene-activated genes (1,094 out of 1,560, 70.1%; Figs 5B-5D, and S5A). Gene Ontology (GO) enrichment analysis revealed that upregulated genes following Znhit1 deletion were associated with apoptotic pathways, supporting an observation that Znhit1 deletion resulted in germ cell clearance through apoptosis. Moreover, downregulated GO terms included germ cell development and DNA recombination (Fig 5E and Table S5).
Interestingly, recent studies showed that cilium organization was essential for spermatocyte development (Mytlis et al., 2022), and Znhit1 deletion reduced the expression of cilium-related genes in zygotene and pachytene spermatocytes (Fig 5E).
We further conducted bulk RNA-seq experiments with P14 control and Znhit1-sKO testicular cells and identified 882 DEGs (812 downregulated genes and 70 upregulated genes) in Znhit1-sKO testicular cells (Figs 5F and S6A, and Table S6). Through integrative analysis of bulk and single-cell RNA-seq data, we found that the expression of these 812 genes was activated during the zygotene-to-pachytene transition and Znhit1 deletion significantly reduced the expression of these genes (Figs 5G, 5H, and S5B). The downregulated genes following Znhit1 loss were enriched for germ cell-related GO terms, such as cilium formation and spermatid development (Fig S6B). Together, these data argue that Znhit1 is required for meiotic transcriptional activation.
Consistent with meiotic recombination defects in Znhit1 mutants, gene set enrichment analysis (GSEA) revealed that the expression of HR-related genes was globally downregulated following Znhit1 loss (Fig 5I and Table S7). The top genes associated with this function included Ccnb1ip1, Rnf212, Spo16, Ankrd31, and Terb1 (Boekhout et al., 2019; Papanikos et al., 2019; Qiao et al., 2014; Rao et al., 2017; Reynolds et al., 2013; Shibuya et al., 2014; Wang et al., 2019; Zhang et al., 2019) (Figs 5J, S6C, and S6D). As expected, the Rnf212-dependent sumoylation level decreased in Znhit1−/− spermatocytes (Fig 5K). These results suggest that Znhit1 regulates meiotic recombination by activating HR-related genes.
Znhit1 deletion impairs H2A.Z incorporation into pachytene chromatin
We then asked how Znhit1 regulates transcription. Znhit1 is a subunit of the SRCAP complex that facilitates the incorporation of the histone variant H2A.Z by replacing H2A (Fig S7A). Immunostaining against H2A.Z showed a gradual increase in H2A.Z accumulation on autosomes from the leptotene to the diakinesis stage, while the H2A.Z signal was markedly low on the X-Y body (Fig 6A). Znhit1 loss decreased H2A.Z staining on the pachytene cells, suggesting that Znhit1 is required for maintaining H2A.Z integrity during meiosis.
To probe the H2A.Z targets, we performed chromatin immunoprecipitation followed by sequencing (ChIP-seq) against H2A.Z in P14 testicular cells. Using the ChromHMM model to annotate H2A.Z signals with meiocyte chromatin states defined by published epigenetic markers (Spruce et al., 2020), we found that H2A.Z sites were primarily enriched in chromatin state 1 and state 2 (promoters and enhancers) but were less enriched in recombination hotspots (Fig 6B and 6C), consistent with previously published results (Spruce et al., 2020). Quantitative analysis showed significant H2A.Z binding reduction at 37.9% (23,926 of 63,109) of H2A.Z-bound genome sites following Znhit1 deletion (Fig 6D). Comparison analysis with bulk RNA-seq data identified 480 downregulated DEGs with decreased H2A.Z signals (Fig 6E). ∼41.3 and 37.8% of the downregulated H2A.Z peaks occupied promoters and enhancers, respectively. At promoters, these downregulated H2A.Z preferentially occupied active promoters (H3K4me3 only), while H2A.Z occupied three types of enhancers: active, poised, and primed enhancers (Figs 6F, S7B, and S7C). These findings indicate that Znhit1 deletion impairs H2A.Z incorporation into pachytene chromatin.
H2A.Z deposition cooperates with A-MYB to regulate transcription
We further asked how Znhit1/H2A.Z deposition facilitates lineage-specific gene expression. We performed TF motif analysis using active promoters/enhancers with decreased H2A.Z signals. This analysis identified several MYB family TFs, including MYB, A-MYB, and B-MYB (Fig 7A). Transcriptional network analysis conducted by SCENIC further identified A-MYB (encoded by Mybl1 gene) as the core regulatory TF in spermatocytes (Fig 7B). We reanalyzed RNA-seq data in P14 testes from A-MYB- deficient mice (Li et al., 2013) and found that A-MYB-deficient DEGs correlated with those observed in Znhit1-deficient testicular cells (Fig 7C). Although Znhit1 deletion didn’t affect Mybl1 mRNA expression, transcriptome analyses showed that the expression of A-MYB target genes was significantly reduced in Znhit1−/− pachytene spermatocytes (Figs 7D, 7E, S8A, and S8B). These results suggest that Znhit1−/− and Mybl1−/− pachytene spermatocytes share common gene expression alterations.
Next, we compared the genome binding sites of H2A.Z and A-MYB. Utilizing published A-MYB ChIP-seq data from P14 testicular cells (Li et al., 2013), we identified 6,088 A- MYB binding signals, with 78.1% (4755) of these coinciding with H2A.Z peaks (Fig 7F). Annotation of genomic features showed that approximately 66.52% and 12.02% of these overlapping sites occupied active promoters and enhancers, respectively, representing a stronger enrichment compared to other regulatory elements (Fig 7G). Genes associated with H2A.Z and A-MYB binding included essential HR-related genes, such as Ccnb1ip1 (encode the Hei10 protein) (Fig 7H). Moreover, we showed that Znhit1 deletion resulted in a marked reduction in H2A.Z signals and nascent transcription identified by KAS-seq signals (Fig 7I and 7J).
Previous studies have shown the fundamental role of A-MYB in activating meiotic enhancers (Maezawa et al., 2020). Enhancer activity is linked to an increased formation of enhancer single-stranded DNA (ssDNA), which can be evaluated using KAS-seq (Wu et al., 2020). We found that the removal of Znhit1 resulted in abolished ssDNA at active enhancers (Fig 7I and 7J). Interestingly, the chromatin accessibility detected by ATAC- seq at active enhancers increased after Znhit1 deletion. These findings suggest that Znhit1/H2A.Z deposition is essential for enhancer activation.
Together, these results demonstrate the critical role of the Znhit1/H2A.Z/A-MYB axis in governing transcriptional activation and enhancer activity.
Discussion
Meiosis plays a crucial role in the production of haploid gametes. Any disturbances during meiotic progress are known to lead to infertility and congenital diseases. Here we delineate the multifaceted functions of the chromatin remodeler Znhit1 in regulating meiotic progression. Our study provides convincing data to show that the Znhit1/H2A.Z/A-MYB axis controls spermatocyte development, meiotic recombination, and PGA. Thus, these findings underscore the significance of specific chromatin structures in governing appropriate transcriptional reprogramming and precise meiotic recombination.
The role of H2A.Z in DNA injury and repair has been extensively studied (Colino- Sanguino et al., 2022; Dong et al., 2014; Xu et al., 2012; Yamada et al., 2018), but its function in programmed DSB formation and repair during mammalian meiosis remains unknown. To address this question, we generated Znhit1 conditional knockout mice specifically during male meiosis to examine the role of Znhit1-mediated H2A.Z deposition in the formation and repair of programmed DSB. One new observation in this study is that Znhit1 loss is dispensable for DSB formation but necessary for DNA break repair during meiosis. Intriguingly, unlike the observations in plant meiosis, we found that H2A.Z does not directly bind DNA recombination sites in mammalian spermatocytes (Choi et al., 2013; Spruce et al., 2020; Wang and Copenhaver, 2018). Moreover, we showed that Znhit1 deletion delays recombinational repair, but has limited impacts on DNA resection, ultimately causing defective meiotic crossover formation. Importantly, our study demonstrates that Znhit1 is essential for the expression of meiotic recombination-related genes, such as Ccnb1ip1 and Rnf212, implying that Znhit1/H2A.Z modulates meiotic recombination through transcriptional regulation. Therefore, our data reveals a different mechanism underlying meiotic recombination between plants and mammals.
Pachytene spermatocytes utilize a highly specific mechanism of meiotic surveillance, the pachytene checkpoint, to prevent aneuploidy formation by removing abnormal germ cells with incomplete chromosome synapsis and defective homologous recombination (Huang and Roig, 2023; Roeder and Bailis, 2000; Subramanian and Hochwagen, 2014). Two checkpoint pathways exist in male meiosis: one responding to unrepaired DSBs and the other triggered by MSCI failure (Royo et al., 2013). However, whether epigenetic regulation is involved in meiotic surveillance is not well defined. Previous studies have reported that upon stimulation by unrepaired DSBs, the MRE11-ATM-CHK2 pathway is activated to eliminate aberrant germ cells (Marcet-Ortega et al., 2017). Our study found that Znhit1 deletion impairs the removal of ATM phosphorylation signals on autosomes in pachynema, ultimately causing meiotic pachytene arrest and apoptosis. Therefore, these findings demonstrate that Znhit1 acts as an important chromatin factor involved in the regulation of the pachytene checkpoint.
It has long been noticed that in meiotic prophase I, chromatin that has not yet completed chromosomal synapses is transcriptionally inactive, known as meiotic silencing of unsynapsed chromatin (MSUC) (Turner et al., 2005). When germ cells enter the pachytene stage, a large number of protein-coding genes and non-coding RNAs begin to be actively expressed, known as PGA. Previous studies have shown that transcription factors A-MYB and BRDT are involved in transcriptional activation during meiotic prophase, but how PGA takes place in the chromatin context is unclear. In this study, we found that the expression of the chromatin remodeler Znhit1 is specifically upregulated during the zygotene-to-pachytene transition. We also observed that H2A.Z deposition is enriched in the autosomes but less in the sex chromosome at the pachytene stage. Znhit1 deletion in spermatocytes repressed pachytene gene activation globally and reduced chromosome-wide H2A.Z deposition, supporting a central role of Znhti1 in PGA regulation and chromatin remodeling. It has been known that A-MYB is a transcription factor that controls pachytene transcription activation. We found that Znhit1-deficient spermatocytes phenocopied abnormal meiotic phenotypes in A-MYB mutants, such as X- Y synapsis failure, impaired DSB repair, and defective HR (Alexander et al., 2023; Bolcun-Filas et al., 2011; Li et al., 2013; Maezawa et al., 2020). Our results also revealed that Znhit1/H2A.Z cooperates with A-MYB to regulate PGA gene activation. Therefore, our study illuminates the molecular mechanisms underlying the fundamental question of how PGA is regulated.
The histone variant H2A.Z is enriched at gene promoters and regulatory regions, but there is ongoing debate regarding its involvement in transcriptional regulation. A recent paper reported that H2A.Z knockout in post-mitotic muscle cells has limited effects on gene expression (Belotti et al., 2020). In this study, we utilized the meiotic prophase as a model system (where DNA replication does not occur) to study H2A.Z’s function in transcriptional regulation. We found that Znhit1-mediated H2A.Z deposition, independent of DNA replication, is indispensable for the transcriptional activation of a large number of meiotic genes. One explanation of this conflicting phenomenon is that H2A.Z dynamics but not stable H2A.Z accumulation is essential for priming transcriptional changes.
Through the integration of functional and molecular evidence, our findings establish the critical involvement of Znhit1-dependent chromatin remodeling in the orchestration of meiotic progression and coordination of various meiotic processes, such as HR and PGA. Furthermore, we pinpoint the pivotal role played by the Znhit1/H2A.Z/A-MYB axis in driving transcriptional reprogramming during meiotic prophase. Taken together, this study deepens our understanding of the interplay between epigenetic regulation and mammalian meiosis.
Materials and Methods
Animals
Znhit1fl/fl mice have been previously described (Zhao et al., 2019) and are available from the Model Animal Research Center of Nanjing University (MARC, Nanjing, China). The Stra8-cre knock-in mouse line was kindly provided by Dr. Ming- Han Tong(Lin et al., 2017). All mice were maintained on the C57BL/6J background.
Germ cell-specific Znhit1 knockout mice (Znhit1fl/fl; Stra8-cre) were obtained by crossing Znhit1fl/+; Stra8-cre mice with Znhit1fl/fl mice. All mice were housed in the SPF (Specific- Pathogen-Free) animal facility with standard 12 h light/dark cycles and standard temperature (22 to 24°C). All mice were provided with ad libitum access to standard laboratory food and water. All experiments in this study were performed following relevant guidelines and approved by the Animal Care and Use Committee of Fudan University.
Histological and immunohistochemical analysis
Testes were fixed in modified Davidson’s fixative as previously described (Latendresse et al., 2002), embedded in paraffin, and sectioned. For periodic acid-Schiff (PAS)-hematoxylin staining, 5 μm testis sections were deparaffinized, rehydrated, and stained with Schiff’s reagent and hematoxylin solution. For immunofluorescent staining, 5 μm testis sections were retrieved by sodium citrate antigen retrieval buffer (pH 6.0) and blocked with 5% BSA in PBS for 30 min at room temperature. The sections were later incubated overnight at 4°C with primary antibodies as follows: mouse anti-SYCP3 (Abcam, ab97672), rabbit anti- HSPA2 (Abcam, ab108416), rabbit anti-pH3 (Millipore, H0412), rabbit anti-H1T (Invitrogen, PA5-51200), or lectin PNA (Sigma‒Aldrich, L7381). On the following day, secondary fluorescein-conjugated antibodies and DAPI (Sigma‒Aldrich, D9542) were added for 1 h, followed by Fluoromount-G mounting (Southern Biotech, 0100-01).
Images were analyzed using the confocal microscope.
TUNEL staining was carried out using the DeadEndTM Fluorometric TUNEL System (Promega, G3250) according to the manufacturer’s instructions.
Immunostaining of spermatocyte chromosome spreads
Spermatocyte chromosome spreads were prepared as previously described (Alavattam et al., 2018). Briefly, the clumps of seminiferous tubules were transferred to the hypotonic extraction buffer (30 mM Tris base, 17 mM trisodium citrate, 5 mM EDTA, 50 mM sucrose, 5 mM dithiothreitol (DTT), and 1× protease inhibitor, pH 8.2) and incubated on ice for 1.5 h. The clumps of tubules were then transferred to 30 μL of ice-cold 100 mM sucrose and mashed gently using tweezers to obtain a cell suspension. An additional 30 μL of ice-cold 100 mM sucrose was added to the cell suspension and mixed several times. Positively charged slides were incubated in the ice-cold fixation solution (2% paraformaldehyde, 0.1% Triton X-100, and 0.02% SDS, pH 9.2) for 3 min. 30 μL of the diluted cell suspension was applied to the slides and incubated in humid chambers at room temperature for 2 h. The slides were washed with 0.4% Photo-Flo 200 and stored at - 80°C.
For immunostaining of spermatocyte chromosome spreads, slides were washed with PBS and blocked with 5% BSA in PBS for 30 min at room temperature. The slides were stained with primary antibodies as follows: rabbit anti-SYCP3 (Abcam, ab15093), mouse anti-SYCP3 (Abcam, ab97672), rabbit anti-SYCP1 (Abcam, ab15090), mouse anti- γH2AX (BioLegend, 613401), rabbit anti-pATM (Millipore, 05-740), rabbit anti-RAD51 (Proteintech), rabbit anti-RPA2 (Proteintech, 10412-1-AP), rabbit anti-MLH1 (Cell Signaling Technology, 3515T), rabbit anti-H2A.Z (Abcam, ab4174).
Znhit1 in situ hybridization
Testis sections (5 μM) at the indicated times were prepared for Znhit1 in situ hybridization with the RNAscope kit (Advanced Cell Diagnostics, 323100) according to the manufacturer’s instructions.
Quantitative reverse transcription PCR (RT-qPCR)
Total RNA was isolated using the RNeasy Mini-plus Kit (Qiagen, 74134) and then reverse-transcribed into complementary DNA (cDNA) with the GoScript Reverse Transcription System (Promega, A5003). cDNA was used as the template for the quantitative PCR assay using 2×SYBR Green qPCR Master Mix (Bimake, B21202). Quantitative PCR primers are listed in Table S8.
RNA-seq library generation and sequencing
Total RNA from fresh testes was isolated and mRNA was purified with magnetic beads (Vazyme, N401-01). Then, mRNA was fragmented and processed to generate RNA-seq libraries (Vazyme, NR605-01). Over 40 million reads were obtained per sample using the Illumina NovaSeq platform for 2 independent biological replicates.
Single-cell RNA sequencing (scRNA-seq)
P16 control and Znhit1-sKO testes were digested by collagenase IV and trypsin at 37°C for 10 min to obtain testicular cell suspensions. scRNA-seq libraries were constructed using a 10 × Genomics kit and sequenced on the Illumina platform.
ChIP-seq library generation and sequencing
ChIP-seq library generation was performed as previously described. Briefly, P14 control and Znhit1-sKO testes were digested by collagenase IV and trypsin at 37°C for 10 min, crosslinked with 1% formaldehyde for 10 min, and quenched with glycine. The cells were lysed and sheared with a Bioruptor Plus machine for 20 min. Then, 2 μg of anti-H2A.Z antibody (Abcam, ab4174) was added to the sonicated chromatin and incubated overnight at 4°C. The following day, 20 μL of protein G beads were added and incubated for 2 h at 4°C. The beads were washed and reverse-crosslinked for 4 h at 65°C. DNA was extracted using phenol-chloroform and subjected to library construction using the VAHTS Universal DNA Library Prep Kit for Illumina (Vazyme, ND607-01) according to the manufacturer’s instructions. Over 30 million reads were obtained per sample using the Illumina NovaSeq platform for 2 independent biological replicates.
KAS-seq library and ATAC-seq library generation and sequencing
Testes were digested by collagenase IV and trypsin at 37°C for 10 min. Pachytene cells were sorted using fluorescence-activated cell sorting (FACS) as previously described (Long et al., 2017). For KAS-seq, pachytene cells were labeled with N3-kethoxal, and DNA was isolated using the DNA Clean and Concentrator kit (Zymo, D4013) and subjected to library construction using Q5 high-fidelity DNA polymerase (New England Biolabs, M0544S). Genomic DNA was fragmented using Tn5 transposase and subjected to library construction. For ATAC-seq, pachytene nuclei were isolated and fragmented with Tn5 transposase. DNA was isolated using the DNA Clean and Concentrator kit (Zymo, D4013) and subjected to library construction using Q5 high-fidelity DNA polymerase (New England Biolabs, M0544S). For high-throughput sequencing, over 30 million reads were obtained per sample using the Illumina NovaSeq platform for 2 independent biological replicates.
RNA-seq data analysis
We performed RNA-seq analysis as described previously (Pertea et al., 2016). Briefly, after removing adapters using Cutadapt (v2.5) (Kechin et al., 2017), paired-end reads were aligned to the annotated mouse transcripts (mm10 Gencode vM23 release) using Hisat2 (v2.2.1) (Kim et al., 2015; Kim et al., 2019). Gene expression levels were calculated using StringTie (v2.2.1) (Pertea et al., 2015). Read counts were calculated using a Python script (prepDE.py3) provided by the StringTie development team. Differentially expressed genes were identified using the R package DESeq2 (v1.38.3) (Love et al., 2014). Genes with read counts > 50 in at least one sample were kept for further analysis. A given gene was considered to significantly change if the adjusted P value (padj) was < 0.05, the P value was < 0.01, and the fold-change was≥ 2.
Gene Set Enrichment Analysis (GSEA) was carried out using GSEA software (Subramanian et al., 2005). GO analysis was performed using clusterProfiler (v4.6.2) (Wu et al., 2021).
scRNA-seq data analysis
FASTQ files were run through CellRanger (v7.1.0) software with default parameters for de-multiplexing, aligning reads with STAR software to mm10, and counting unique molecular identifiers (UMIs). As input files of the Seurat R package (v4.4.0), the filtered gene expression matrices were then used for downstream analyses (Butler et al., 2018). Low-quality cells were filtered (expressing < 500 or >6,000 unique gene counts and >15% mitochondrial reads). Principal component analysis was performed on SCT-transformed data using 3,000 variable genes. The top 50 principal components were used for clustering and visualized using the UMAP algorithm in the Seurat R package. The “FindAllMarkers” function of the Seurat R package was used to calculate cluster-specific genes. Marker genes for each cluster are shown in Table S2.
The “FindMarkers” function of the Seurat R package was used to identify differentially expressed genes (DEGs) for spermatocytes (preleptotene, leptotene, zygotene, and pachytene). Only those with |’avg_logFC’| > 0.25 and ’p_val_adj’ < 0.05 were considered as DEGs. For the transcriptional regulatory network analysis, the raw count matrix was used by the pyscenic (v0.12.1) workflow using default parameters (Aibar et al., 2017). Then, the output loom file was opened by the SCENIC R package (v1.3.1), and AUC values of regulons were extracted for visualization of downstream transcription factor activity.
ChIP-seq and KAS-seq data analysis
For analyzing ChIP-seq and KAS-seq data, we used the ENCODE ChIP-seq pipeline (v2.2.1, https://github.com/ENCODE-DCC/chip-seq-pipeline2). Raw reads were cleaned by Cutadapt (v2.5) (Kechin et al., 2017). After removing adapters, clean reads were aligned against the mouse mm10 genome using bwa (v0.7.17) (Li and Durbin, 2009). Then, sam files were converted to bam files using samtools (v1.9) (Li et al., 2009). PCR duplicates were removed using Picard (v2.20.7) (https://broadinstitute.github.io/picard/). Histone ChIP-seq peaks (such as H2A.Z and histone marks) and KAS-seq peaks were called using MACS2 (v2.2.4) (Zhang et al., 2008), while transcription factor ChIP-seq peaks (such as A-Myb) were called using the R packages spp (v1.15.5) (https://github.com/hms-dbmi/spp). The conservative narrow peaks were used for downstream analysis.
For visualization, bam files were converted to bigWig files using deepTools (v3.3.1) (Ramirez et al., 2014), and bigWig files were used to calculate tag density under 50 bp resolution. In addition, CPM was used to normalize the number of reads per bin. We used the R package DiffBind (v3.8.4) (http://bioconductor.org/packages/release/bioc/html/DiffBind.html) for differential peak analysis and the R package rGREAT (v2.1.11) (Gu and Hubschmann, 2023) for peak annotation. We used ComputeMatrix and plotHeatmap of deepTools to generate count matrices and heatmaps, respectively. H2A.Z enrichment within chromatin states was annotated using the ChromHMM model (Ernst and Kellis, 2012; Spruce et al., 2020). TF motif enrichment was calculated using HOMER (v4.11) (Heinz et al., 2010). We used deepTools to draw Pearson’s correlation scatter plots for the correlation between replicates of each experiment.
For promoter and enhancer type analysis, H3K27ac ChIP-seq data in wild-type pachytene spermatocytes were downloaded from the published data (GSE107398) (Adams et al., 2018); ChIP-seq data for H3K4me1, H3K4me3, and H3K27me3 in wild-type pachytene spermatocytes were downloaded from the published data (GSE132446) (Chen et al., 2020).
ATAC-seq data analysis
ATAC-seq data were analyzed using a standardized ENCODE ATAC-seq pipeline (v2.2.2, https://github.com/ENCODE-DCC/atac-seq-pipeline). The mouse reference genome (mm10) was used in the pipeline. Trimming, mapping, and duplicate-removing were performed as the ENCODE pipeline suggested using Cutadapt (v2.5) (Kechin et al., 2017), Bowtie2 (v2.3.4.3) (Langmead et al., 2009), and Picard (v2.20.7) (https://broadinstitute.github.io/picard/) respectively. MACS2 (v2.2.4) (Zhang et al., 2008) was used for peak calling.
Statistics and reproducibility
Statistical analyses were performed using R and Prism 9. Data are presented as means ± s.d. unless otherwise indicated. The two-tailed, unpaired, Student’s t-test, Mann–Whitney test, or one-way or two-way ANOVA were performed to analyze statistical significance.
Supplementary Materials
This manuscript file includes Figs. S1 to S9 and Tables S1 and S8.
Acknowledgements
We thank Chuan He for N3-kethoxal and Christopher L. Baker for meiotic chromatin state data. Funding: This work was supported by grants from the National Key Research and Development Program of China (2022YFA0806200, 2018YFC1003500, 2018YFA0800100, 2021YFC2501800), the National Natural Science Foundation of China (32192403, 81971443, 32300702, 32350710191), the Science and Technology Major Project of Inner Mongolia Autonomous Region of China to the State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock (2020ZD0008). Shenfei Sun was supported by the fellowship of China Postdoctoral Science Foundation (2022M720797) and the Postdoctoral Fellowship Program (Grade B) of China Postdoctoral Science Foundation (GZB20230161).
Competing interests
The authors declare that they have no competing interests.
Data and materials availability
The NGS data generated in this study were deposited to the NCBI SRA database under accession numbers SRP467214 (RNA-seq and ChIP-seq data) and SRP467448 (ATAC- seq and KAS-seq data).
Supplementary Materials
References
- 1.RNF8 and SCML2 cooperate to regulate ubiquitination and H3K27 acetylation for escape gene activation on the sex chromosomesPLoS genetics 14
- 2.SCENIC: single-cell regulatory network inference and clusteringNature methods 14:1083–1086
- 3.Chromosome Spread Analyses of Meiotic Sex Chromosome InactivationMethods in molecular biology 1861:113–129
- 4.A-MYB and BRDT-dependent RNA Polymerase II pause release orchestrates transcriptional regulation in mammalian meiosisNature communications 14
- 5.Meiotic recombination in mammals: localization and regulationNature reviews Genetics 14:794–806
- 6.H2A.Z is dispensable for both basal and activated transcription in post-mitotic mouse musclesNucleic acids research 48:4601–4613
- 7.An atypical topoisomerase II from Archaea with implications for meiotic recombinationNature 386:414–417
- 8.REC114 Partner ANKRD31 Controls Number, Timing, and Location of Meiotic DNA BreaksMolecular cell 74:1053–1068
- 9.A-MYB (MYBL1) transcription factor is a master regulator of male meiosisDevelopment 138:3319–3330
- 10.Integrating single-cell transcriptomic data across different conditions, technologies, and speciesNature biotechnology 36:411–420
- 11.The mammalian YL1 protein is a shared subunit of the TRRAP/TIP60 histone acetyltransferase and SRCAP complexesThe Journal of biological chemistry 280:13665–13670
- 12.The transcription factor TCFL5 responds to A-MYB to elaborate the male meiotic program in miceReproduction 165:183–196
- 13.Refined spatial temporal epigenomic profiling reveals intrinsic connection between PRDM9-mediated H3K4me3 and the fate of double-stranded breaksCell research 30:256–268
- 14.Single-cell RNA-seq uncovers dynamic processes and critical regulators in mouse spermatogenesisCell research 28:879–896
- 15.Arabidopsis meiotic crossover hot spots overlap with H2A.Z nucleosomes at gene promotersNature genetics 45:1327–1336
- 16.The H2A.Z-nuclesome code in mammals: emerging functionsTrends Genet 38:273–289
- 17.Essential role of p18Hamlet/SRCAP-mediated histone H2A.Z chromatin incorporation in muscle differentiationThe EMBO journal 29:2014–2025
- 18.A new p38 MAP kinase-regulated transcriptional coactivator that stimulates p53- dependent apoptosisThe EMBO journal 26:2115–2126
- 19.The Human SRCAP Chromatin Remodeling Complex Promotes DNA-End ResectionCurrent biology : CB 24:2097–2110
- 20.Staged developmental mapping and X chromosome transcriptional dynamics during mouse spermatogenesisNature communications 10
- 21.ChromHMM: automating chromatin-state discovery and characterizationNature methods 9:215–216
- 22.Chromatin remodeler Dmp18 regulates apoptosis by controlling H2Av incorporation in Drosophila imaginal disc developmentPLoS genetics 18
- 23.Bromodomain-dependent stage-specific male genome programming by BrdtThe EMBO journal 31:3809–3820
- 24.Control of Meiotic Crossovers: From Double-Strand Break Formation to DesignationAnnu Rev Genet 50:175–210
- 25.A Comprehensive Roadmap of Murine Spermatogenesis Defined by Single-Cell RNA-SeqDevelopmental cell 46:651–667
- 26.rGREAT: an R/bioconductor package for functional enrichment on genomic regionsBioinformatics 39
- 27.Genetics of mammalian meiosis: regulation, dynamics and impact on fertilityNature reviews Genetics 11:124–136
- 28.To err (meiotically) is human: the genesis of human aneuploidyNature reviews Genetics 2:280–291
- 29.Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identitiesMolecular cell 38:576–589
- 30.SETDB1 Links the Meiotic DNA Damage Response to Sex Chromosome Silencing in MiceDevelopmental cell 47
- 31.Genetic control of meiosis surveillance mechanisms in mammalsFront Cell Dev Biol 11
- 32.Meiotic Recombination: The Essence of HeredityCold Spring Harbor perspectives in biology 7
- 33.cutPrimers: A New Tool for Accurate Cutting of Primers from Reads of Targeted Next Generation SequencingJ Comput Biol 24:1138–1143
- 34.Meiosis-specific DNA double-strand breaks are catalyzed by Spo11, a member of a widely conserved protein familyCell 88:375–384
- 35.HISAT: a fast spliced aligner with low memory requirementsNature methods 12:357–360
- 36.Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotypeNature biotechnology 37:907–915
- 37.Epigenetic transitions in germ cell development and meiosisDevelopmental cell 19:675–686
- 38.Ultrafast and memory-efficient alignment of short DNA sequences to the human genomeGenome biology 10
- 39.SnapShot: Meiosis - Prophase ICell 181:1442–1442
- 40.Fixation of testes and eyes using a modified Davidson’s fluid: comparison with Bouin’s fluid and conventional Davidson’s fluidToxicol Pathol 30:524–533
- 41.Developmental kinetics and transcriptome dynamics of stem cell specification in the spermatogenic lineageNature communications 10
- 42.Fast and accurate short read alignment with Burrows-Wheeler transformBioinformatics 25:1754–1760
- 43.The Sequence Alignment/Map format and SAMtoolsBioinformatics 25
- 44.An ancient transcription factor initiates the burst of piRNA production during early meiosis in mouse testesMolecular cell 50:67–81
- 45.Mettl3-/Mettl14-mediated mRNA N6-methyladenosine modulates murine spermatogenesisCell research
- 46.Telomeric TERB1-TRF1 interaction is crucial for male meiosisNat Struct Mol Biol 24:1073–1080
- 47.Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2Genome biology 15
- 48.Znhit1 Regulates p21Cip1 to Control Mouse Lens DifferentiationInvestigative ophthalmology & visual science 63
- 49.Super-enhancer switching drives a burst in gene expression at the mitosis-to-meiosis transitionNat Struct Mol Biol 27:978–988
- 50.BRDT is an essential epigenetic regulator for proper chromatin organization, silencing of sex chromosomes and crossover formation in male meiosisPLoS genetics 14
- 51.p53 and TAp63 participate in the recombination-dependent pachytene arrest in mouse spermatocytesPLoS genetics 13
- 52.Control of meiotic chromosomal bouquet and germ cell morphogenesis by the zygotene ciliumScience 376
- 53.Evolutionarily conserved pachytene piRNA loci are highly divergent among modern humansNat Ecol Evol 4:156–168
- 54.Mouse ANKRD31 Regulates Spatiotemporal Patterning of Meiotic Recombination Initiation and Ensures Recombination between X and Y Sex ChromosomesMolecular cell 74:1069–1085
- 55.Transcript-level expression analysis of RNA-seq experiments with HISAT, StringTie and BallgownNature protocols 11:1650–1667
- 56.StringTie enables improved reconstruction of a transcriptome from RNA-seq readsNature biotechnology 33:290–295
- 57.Antagonistic roles of ubiquitin ligase HEI10 and SUMO ligase RNF212 regulate meiotic recombinationNature genetics 46:194–199
- 58.Decoding the Spermatogenesis Program: New Insights from Transcriptomic AnalysesAnnu Rev Genet 56:339–368
- 59.deepTools: a flexible platform for exploring deep-sequencing dataNucleic acids research 42:W187–191
- 60.A SUMO-ubiquitin relay recruits proteasomes to chromosome axes to regulate meiotic recombinationScience 355:403–407
- 61.RNF212 is a dosage-sensitive regulator of crossing-over during mammalian meiosisNature genetics 45:269–278
- 62.The pachytene checkpointTrends in genetics : TIG 16:395–403
- 63.ATR acts stage specifically to regulate multiple aspects of mammalian meiotic silencingGenes & development 27:1484–1494
- 64.Mechanism of eukaryotic homologous recombinationAnnual review of biochemistry 77:229–257
- 65.The TRF1-binding protein TERB1 promotes chromosome movement and telomere rigidity in meiosisNature cell biology 16:145–156
- 66.HELLS and PRDM9 form a pioneer complex to open chromatin at meiotic recombination hot spotsGenes & development 34:398–412
- 67.Gene set enrichment analysis: a knowledge- based approach for interpreting genome-wide expression profilesProceedings of the National Academy of Sciences of the United States of America 102:15545–15550
- 68.The meiotic checkpoint network: step-by-step through meiotic prophaseCold Spring Harbor perspectives in biology 6
- 69.Chromatin remodeler Znhit1 preserves hematopoietic stem cell quiescence by determining the accessibility of distal enhancersLeukemia 34:3348–3358
- 70.Znhit1 controls meiotic initiation in male germ cells by coordinating with Stra8 to activate meiotic gene expressionDevelopmental cell 57:901–913
- 71.End resection at double-strand breaks: mechanism and regulationCold Spring Harbor perspectives in biology 6
- 72.Meiotic Silencing in MammalsAnnu Rev Genet 49:395–412
- 73.Silencing of unsynapsed meiotic chromosomes in the mouseNature genetics 37:41–47
- 74.The histone codes for meiosisReproduction 154:R65–R79
- 75.The meiotic TERB1-TERB2-MAJIN complex tethers telomeres to the nuclear envelopeNature communications 10
- 76.Meiotic Recombination: Mixing It Up in PlantsAnnu Rev Plant Biol 69:577–609
- 77.Chromatin remodeler Znhit1 controls bone morphogenetic protein signaling in embryonic lung tissue branchingThe Journal of biological chemistry 298
- 78.clusterProfiler 4.0: A universal enrichment tool for interpreting omics dataInnovation (Camb 2
- 79.Kethoxal-assisted single-stranded DNA sequencing captures global transcription dynamics and enhancer activity in situNature methods 17:515–523
- 80.The SRCAP chromatin remodeling complex promotes oxidative metabolism during prenatal heart developmentDevelopment 148
- 81.Histone H2A.Z controls a critical chromatin remodeling step required for DNA double-strand break repairMolecular cell 48:723–733
- 82.The histone variant H2A.Z promotes initiation of meiotic recombination in fission yeastNucleic acids research 46:609–620
- 83.The first round of mouse spermatogenesis is a distinctive program that lacks the self- renewing spermatogonia stageDevelopment 133:1495–1505
- 84.Neurogenin3 delineates the earliest stages of spermatogenesis in the mouse testisDevelopmental biology 269:447–458
- 85.Long first exons and epigenetic marks distinguish conserved pachytene piRNA clusters from other mammalian genesNature communications 12
- 86.SPO16 binds SHOC1 to promote homologous recombination and crossing-over in meiotic prophase ISci Adv 5
- 87.Model-based analysis of ChIP-Seq (MACS)Genome biology 9
- 88.Znhit1 controls intestinal stem cell maintenance by regulating H2A.Z incorporationNature communications 10
- 89.The role of 3D genome organization in development and cell differentiationNature reviews Molecular cell biology
- 90.Meiosis: Dances Between HomologsAnnu Rev Genet
Article and author information
Author information
Version history
- Sent for peer review:
- Preprint posted:
- Reviewed Preprint version 1:
Copyright
© 2024, Sun et al.
This article is distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use and redistribution provided that the original author and source are credited.
Metrics
- views
- 221
- downloads
- 36
- citations
- 0
Views, downloads and citations are aggregated across all versions of this paper published by eLife.