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Molecular Insights into Female Hybrid Sterility in Interspecific Crosses between Drosophila melanogaster and Drosophila simulans

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20 April 2024

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Abstract
Species of the genus Drosophila have served as favorite models in speciation studies; however, genetic factors of interspecific reproductive incompatibility are underinvestigated. Here we performed the analysis of hybrid female sterility by crossing Drosophila melanogaster females and Drosophila simulans males. Using transcriptomic data analysis, molecular, cellular, and genetic approaches, we analyzed differential gene expression, transposable element (TE) activity, piRNA biogenesis, and functional defects of oogenesis in hybrids. Premature germline stem cell loss was the most prominent defect of oogenesis in hybrid ovaries. Due to the differential expression of genes encoding piRNA pathway components, rhino and deadlock, the functional RDCmel complex in hybrid ovaries was not assembled. However, the activity of the RDCsim complex was maintained in hybrids, independent of the genomic origin of piRNA clusters. Despite the identification of a cohort of overexpressed TEs in hybrid ovaries, we found no evidence that their activity can be considered the main cause of hybrid sterility. We revealed a complicated pattern of Vasa protein expression in the hybrid germline, including partial AT-chX piRNA targeting of the vasasim allele and a significant zygotic delay in vasamel expression. We arrived at the conclusion that the hybrid sterility phenotype was caused by intricate multi-locus differences between the species.
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Subject: Biology and Life Sciences  -   Biochemistry and Molecular Biology

1. Introduction

The cessation of gene flow between diverging populations is the necessary condition of a species splitting from a common ancestor. Interspecific hybrid sterility is considered a common phenomenon of postzygotic reproductive isolation that significantly contributes to the speciation process [1,2]. Genetic and cellular factors, as well as molecular mechanisms of hybrid sterility, are subjects of considerable interest as they expand our understanding of speciation. Studying Drosophila interspecific hybrids allows to reconstruct the speciation mechanisms and identify hybrid incompatibility factors that maintain post-zygotic reproductive isolation between closely related species [3,4,5,6,7,8,9,10,11,12].
Fruit fly Drosophila melanogaster is completely reproductively isolated from its sibling species of the Simulans clade, Drosophila mauritiana, Drosophila sechellia, and Drosophila simulans [13,14]. D. melanogaster split from a common ancestor of the Simulans clade near three MYA [15,16,17]. However, the genetic basis of hybrid lethality in this case is relatively simple, and the lethality can be overcome by changing a limited number of genomic loci. As it is shown, loss-of-function mutations of the X-linked Hmr (Hybrid male rescue) gene significantly rescue the survival of F1 hybrid progeny from crosses between D. melanogaster females and males of the Simulans clade [6,7]. It was also found a quantitative link between the presence of another X-linked locus, initially called Zhr (Zygotic hybrid rescue), in the D. melanogaster genome and female hybrid lethality in crosses of D. simulans mothers and D. melanogaster fathers [3,18]. This locus contains the megablock of 359-bp 1.688 satellites in the pericentric heterochromatin of the X chromosome. The presence of this expanded satellite block in the hybrid female embryos causes asynchrony of divisions and segregation failures of the paternally inherited Xmel chromosome on the syncytial blastoderm stage [19]. The deletion of the bulk of the block or its translocation out of pericentric heterochromatin allows for the rescue of female hybrid lethality [18,19].
However, the molecular and cellular mechanisms underlying hybrid sterility are still largely unknown. They include interchromosomal gene translocations and duplications; genetic divergence at the same locus; dosage imbalance; meiotic drive; unpredictable epistatic interactions between genes that have separately diverged in parental genomes; and unregulated activity of transposons or other harmful elements [11,20,21,22]. The most widely accepted model for the understanding of the genetic basis of hybrid lethality and sterility, the Bateson-Dobzhansky-Muller (BDM) model, is based on the hypothesis that hybrid incompatibility arises from a harmful interaction between functionally diverged genes from the parental species [23,24,25]. This model is supported by genetic data from different organisms, including yeasts, worms, insects, fishes, mice, and plants [26]. Several hybrid sterility loci have been reported to date, but a few are characterized at the molecular level in Drosophila [4,10,27]. The search for and identification of hybrid sterility factors is a challenging task in most cases. The background of interspecific hybrids exhibits unique genetic properties that often cannot be predicted from the additive combination of the two parental genomes.
Transposons are ubiquitous genomic components that are able to change their genomic positions and cause insertional mutations, chromosome rearrangements, and double-strand DNA breaks [29,30,31]. Recent studies favor the potential role of transposon mobilization in causing interspecific hybrid sterility in Drosophila [32,33,34,35]. Transposon silencing in the germline is a critical condition for ensuring genome integrity and transmitting genetic information to the next generation. It is predominantly mediated by the host defense PIWI-interacting RNA (piRNA) pathway with guide piRNAs loaded with PIWI subfamily proteins [36,37,38,39]. Strategic principles of piRNA silencing and biogenesis appear to be conservative across an evolution in a wide range of animals [40]. PIWI/ARGONAUTE-clade proteins are central players in the piRNA pathway, carrying out both the generation of piRNAs and the silencing of piRNA complementary targets. Besides PIWI proteins, many other proteins are involved in this process. However, it was found that some genes essential for piRNA biogenesis and transposon silencing in model organisms are poorly conservative and evolve rapidly under positive selection [41,42,43,44].
In the ovaries of D. melanogaster, most piRNAs for transposon silencing originate from specialized genome regions called dual-strand or bidirectional piRNA clusters, where both genomic strands are transcribed as long piRNA precursors [37,39]. Transcription of bidirectional piRNA clusters proceeds in a non-canonical mode, being independent from classical promoters of RNA PolII. Transcription of these clusters occurs in the presence of the repressive chromatin mark H3K9me3 [45]. The RDC complex, composed of the nuclear proteins Rhino (Rhi), Deadlock (Del), and Cutoff (Cuff), is shown to be essential for non-canonical transcription of the bidirectional piRNA clusters and co-transcriptional processing of piRNA precursors [46,47,48]. Rhi, belonging to the HP1 protein family, recognizes the chromatin of piRNA clusters through H3K9me3 histone modification and attracts the scaffold factor Del. Del recruits Moonshiner, a transcription initiation factor, facilitating transcription in a heterochromatin environment. Del also interacts with Cuff, which prevents transcriptional splicing and termination [46,47,48,49,50]. A bulk of piRNA production in the ovarian germline collapses if any one of the RDC components is lost. Mutations of RDC components cause female sterility and defects of the dorsal-ventral patterning in developing oocytes [46,48,49,51,52].
According to recently published data, all three RDC genes have rapidly evolved under positive selection [42,43,52,53,54]. With the aid of ectopic expression of D. simulans rhi and del alleles in the D. melanogaster mutant background, it is shown that rapid coevolution of rhi and del genes provides orthologs in the sibling species that do not form functional RDC complexes in the D. melanogaster germline [51,52], wherein expression of rhi and del orthologues from the D. simulans genome in the D. melanogaster germline causes a disruption of piRNA biogenesis, transposon activation, and subsequent female sterility. Transgenic Rhisim is not able to interact with Delmel, whereas Delsim forms a non-functional complex with Rhimel in D. melanogaster ovaries [51,52]. Also, D. simulans cuff ortholog fails to rescue D. melanogaster cuff null mutations and leads to dominant female sterility being overexpressed in D. melanogaster ovaries [53]. These findings led to the hypothesis that the adaptive evolution of RDC complex genes may directly contribute to the hybrid sterility between D. melanogaster and D. simulans [51,52,53].
Here we focus on investigating the female hybrid sterility nature in crossing between D. melanogaster females and D. simulans males. Using whole transcriptome sequencing data, we uncovered in hybrid ovaries differential allele-specific expression of genes encoding components of the piRNA pathway that make up the RDC complexes. We found that, in the absence of the RDCmel complex, the RDCsim complex was able to ensure the non-canonical transcription of dual-strand piRNA clusters in hybrid ovaries, independent of their origin. Our results showed that despite the maintenance of adaptive piRNA biogenesis via the ping-pong amplification cycle in hybrid ovaries, the amount of TE-mapped piRNAs was reduced. But we found no evidence that overexpression of the TE cohort in hybrid ovaries can be considered the main cause of hybrid sterility. Rather, we suggest that the observed reproductive incompatibilities were caused by intricate multi-locus genetic and epigenetic differences between the distinct species.

2. Results

2.1. Hybrid Ovaries Exhibit Multiple Phenotypic Abnormalities of Oogenesis

To analyze the nature of hybrid sterility in crossings between D. melanogaster and D. simulans flies, we used the Hmr2 line of D. melanogaster. It is shown that the dominant Hmr mutation is able to partially rescue the embryonic lethality of hybrid females [7]. We crossed D. melanogaster Hmr2 females and D. simulans w.501 males to generate F1 hybrid female progeny. The crossing allowed us to obtain adult hybrid females possessing developed ovaries in about one-quarter of cases. For subsequent analyses, we selected the ovaries of hybrid females, which have at least several ovarioles containing an array of egg chambers. The ovaries of the rest of hybrid females have a strongly reduced size and poor morphology and were not used for analysis.
Compared with other developmental processes, fly oogenesis can be examined in detail [55]. The ovary of D. melanogaster flies in norm contains about 16–20 individual ovarioles [56]. At the anterior end of the ovariole, the germarium structure supports 2-3 germline stem cells (GSC) and somatic ovarian cells (Figure 1a). The self-renewal division of GSC produces a new GSC and a cystoblast (CB). The germ cell cysts arise from CBs that undergo four synchronous mitotic divisions. Each ovariole consists of an array of egg chambers, which comprise an oocyte and 15 nurse cells, interconnected to each other and surrounded by a monolayer of somatic follicle cells produced by divisions of follicle stem cells. At the 10/11 stages of oogenesis, pole granules are assembled and concentrated at the posterior pole of the developing oocyte, allowing subsequent primordial germ cell specification in embryos. To study the ovarian phenotypes involved in hybrid sterility, we dissected ovaries from adult females (3-6 days after eclosion) obtained from interspecific crosses and parental species. We performed a phenotypic analysis of the developed hybrid and parental ovaries using immunostaining and confocal microscopy. For germ cell identification, we used rabbit polyclonal anti-Vasa antibodies. Our previous testing of these antibodies has shown that they recognize both Vasasim and Vasamel proteins in Western blots (Figure S1a). Analyzing fixed ovarian preparations, we found that the majority of germariums of hybrid ovaries did not contain germ cells. However, at least 14.1±8.4% of the ovarioles in the hybrid ovaries (n = 30) contained one to multiply Vasa-positive germ cells (Figure 1b, c; Figure S1b). The ovaries of D. melanogaster Hmr2 females exhibit a wild-type phenotype, maintaining germ cells throughout oogenesis (Figure 1d).
In the Drosophila ovary, from two to three GSCs and their immediate progeny CBs in the germarium can be identified by the presence of a small spherical structure, the spectrosome, marked by α-spectrin, whereas germ cell cysts subjected to mitotic divisions can be recognized by the presence of α-spectrin-positive branched fusomes [57,58]. We detected germline content, including GSCs at the apical tip, in the germariums of individual ovarioles of hybrid ovaries (Figure 1b). In these germ cell-positive germariums, we also detected the presence of spectrosomes, markers of GSCs and CBs, on average 2.76±1.56 per germarium (Figure 1e (white arrowheads), h). The number of spectrosomes was not significantly different from that of parental species, which contained expectedly from 3.54 to 4.0 spectrosome-positive germ cells per germarium (Figure 1f-g (white arrowheads), h). Thus, our analysis suggests that primordial germ cells in hybrid embryos are able to migrate through the endodermal epithelium into the mesoderm and coalesce with the somatic gonadal precursor cells to form ovaries. However, we found that branched fusomes, markers of mitotically active germ cells, were detected only in 36% of germ cell-positive germariums of hybrid ovaries, indicating a frequent lack of germ cells at the stage of mitotic amplification.
We used antibodies to Orb protein to mark oocytes [59] at the basal end of 16-cell cysts and found clear Orb staining in the egg chambers in the ovaries of D. melanogaster and D. simulans females (Figure 2b,c). We observed close to correct development of egg chambers with specifications of oocytes in more than half of the developed egg chambers of hybrid ovaries. However, in other cases, we did not find Orb staining in the egg chambers, which indicated failures of oocyte specification in hybrids. In normal conditions, the DNA of developing oocytes is typically packed into a spherical condensed structure called the karyosome [60]. Using DAPI chromatin staining, we analyzed the karyosome morphology in hybrid and parental ovaries. Whereas in D. melanogaster and D. simulans egg chambers (stages from 3 to 9), 98.3–100% of karyosomes maintain the spherical form with an average diameter of 4.01 µm and 3.74 µm (Figure 2b,c,e), in hybrid ovaries the karyosomes exhibit packing defects, including fragmented, stretched, and non-condensed shapes in 72.7% of the cases (Figure 2b,e). Only 27.3% of the karyosomes of hybrids have a wild-type spherical shape and size with an average diameter of 3.58±0.37 µm (Figure 2a,e).
We found that the oogenesis of hybrid females proceeds with multiple disturbances. The most common among them is a loss of GSCs, manifested by germariums containing only Tj-positive somatic cells (Figure S1b) or a presence of differentiating germ cells in the apical part of the germarium, where GSCs should normally be located (Figure S1c). The disorders we identified also include: an absence of germ cells at the stage of mitotic amplification in germarium (mitotic arrest of self-renewing GSC division); egg chambers with cysts that are not passing through four mitotic divisions and contain less than 16 germ cells; an irregularity of egg chamber development within the same ovariole; and premature degeneration of the egg chambers. Most hybrid females were not able to carry out oogenesis until the late stages. Only a small cohort of hybrid females has perfectly developed ovaries and maintains oogenesis throughout the late stages up to the maturation of oocytes. We found hybrid oocytes in 69.1% of cases (n = 68) having fused dorsal appendages, indicating a disruption of Epidermal growth factor signaling and defects of the egg dorsoventral patterning (Figure S2). Taken together, we revealed that hybrid females from crossing D. melanogaster and D. simulans possessed a wide range of oogenesis defects and were completely infertile.

2.2. Differential Gene Expression in Hybrid Ovaries

To study oogenesis in the hybrid ovaries in more detail, we prepared and sequenced whole-transcriptome libraries of mRNAs isolated from the ovaries of interspecific hybrids and parental species. Using the RNA-seq data, we perform the analysis of differential gene expression (DEseq) between D. melanogaster and hybrid ovaries (Figure 3a, Table S1) and between D. simulans and hybrid ovaries (Figure 3b, Table S2). The scatterplots (Figure 3a,b) display a correlation of transcriptional level for species-specific alleles between the hybrid ovaries and parent species. According to the data, a bulk of the analyzed genes have no significant differences in their expression in hybrid ovaries compared to parents (Pearson correlation coefficients consist of 0.94 and 0.93 for D. mel-hybrid and D. sim-hybrid comparisons, respectively).
Using the annotation sets of protein-coding genes and RNAseq data, we performed a comparative analysis of the expression levels of D. melanogaster and D. simulans orthologous alleles in the ovaries of hybrids relative to their average expression levels in the ovaries of the parental species (Figure 3c; Figure S3; Table S3). The scatterplot represents ratios of gene expression in the hybrid ovaries compared to the parental ones (Figure 3c). According to hybrid/parent expression ratios for species-specific orthologues, hybrid ovaries exhibit the expected expression level of 60.3% of cases for both orthologous parental alleles (Figure S3). In 15.2% of cases in hybrid ovaries only one allele was found to be overexpressed with the maintenance of the expected expression level of the other allele. In only 9.8% of cases, both parental alleles in hybrids were overexpressed. In 5.2% of cases, both alleles were found to be underexpressed (Figure S3).
Next, we selected cohorts of genes with up- and down-tenfold expression differences in hybrid ovaries and performed GO analysis using ShiniGO 0.80 software [61]. GO Biological Process search of selected genes of hybrid ovaries inherited from the D. melanogaster genome with tenfold and more underexpression revealed the enrichment of small sets of genes involved in the piRNA pathway and also in a group of pathways associated with ecdysone and other steroid hormone metabolic processes and regulation (Figure 3d). Only seven genes were included in the top 20 GO Biological Process categories, among them shadow (sad), disembodied (dib), shroud (sro), and GstE14, that were shared in steroid hormone-related categories and the piRNA pathway genes including rhino (rhi), deadlock (del), and Oxpecker (Oxp) (Table S4). For the cohort of up-regulated D. melanogaster genes in the hybrid ovaries, we did not find any enrichment for certain GO categories (not shown).

2.3. Expression of Key piRNA Pathway Factors in Hybrid Ovaries

Considering that the piRNA pathway is a critical mechanism involved in maintaining oogenesis in Drosophila [39,62], we focused on the examination of the genes involved in piRNA biogenesis. Comparative analysis of gene expression in the ovaries of hybrids revealed striking differences for rhi and del alleles from parental species. Whereas expression of rhi and del inherited from D. melanogaster was strongly suppressed, corresponding D. simulans alleles were supported on the anticipated expression level in the hybrid ovaries (Figure 3a,b, red dots; Figure 4a). Our DEseq analysis also showed that expression of both species-specific alleles of aubergine (aub) was significantly decreased in hybrids, and the D. simulans allele of vasa exhibited a half the predicted expression level (Figure 4a). We also found significant differences in piwi expression level in hybrid ovaries compared to parental flies. In total, these data lead to the proposal that piRNA biogenesis and piRNA-mediated silencing may be partially compromised in the oogenesis of hybrids.
We confirmed the results of DEseq for selected piRNA pathway-related genes by RT-qPCR analysis of ovarian transcripts with species-specific primers (Figure 4b; Figure S4). According to RT-qPCR data, D. melanogaster inherited alleles of rhi and del were not practically expressed in the hybrid ovaries. However, rhi and del alleles originated from the D. simulans genome exhibit expression above the expected half dose. Taken together, both DEseq and RT-qPCR analyses indicated that at least two of the three components of the RDC complex encoded by D. melanogaster alleles are absent in the hybrid ovaries.
We performed Western blot analysis of ovarian lysates (Figure 4c) with antibodies produced to proteins from D. melanogaster, the specificity of which did not always allow to recognize orthologues from D. simulans. We found that PIWI subfamily proteins of both species, Piwi, Aub, and AGO3, were recognized by antibodies with a similar efficiency. We revealed that PIWI proteins were expressed in hybrid ovaries at a lower level than in the parents. We expectedly detected an absence of Rhimel protein in hybrid ovaries, in accordance with data about its transcriptional level. We found only a very low level of Cuffmel protein in hybrids, despite maintaining cuffmel transcription. However, we cannot detect the presence of Rhisim and Cuffsim proteins in hybrid ovaries because they were not recognized by the available antibodies. In general, these data confirm that the RDCmel complex is not formed in the hybrid ovaries.
According to previously published data, Rhi and Del proteins in D. melanogaster and D. simulans species are diverged significantly under positive selection and are not able to form functional complexes with orthologues from sibling species [51,52,63]. This circumstance could presumably contribute to disruption of the functioning of the piRNA pathway, mobilization of transposons in the germline, and interspecific hybrid sterility. However, our results indicate that the RDC complex encoded by D. melanogaster alleles is not assembled in the ovarian germline of D. mel/D. sim interspecific hybrids.

2.4. RDCsim Complex Acts in Hybrid Ovaries

We asked whether the RDCsim complex functions in the hybrid genome environment to maintain piRNA cluster transcription. Two main types of piRNA clusters are described in Drosophila. There are uni-strand clusters transcribed from a single genomic strand and producing piRNAs mapping only to this strand and dual-strand clusters transcribed in both directions [37,39,47,64]. Because the RDC complex is known to be responsible for transcription of dual-strand clusters in the Drosophila germline [46,47,48,49], we decided to analyze the piRNA production of these clusters in hybrids. For this analysis, we generated and sequenced libraries of small RNAs from hybrid and parental ovaries. According to published data, among the top five piRNA clusters in D. melanogaster ovaries, 42AB, 80EF, and 38C are RDC-dependent dual-strand clusters, whereas flamenco and 20A are canonical uni-strand clusters [39,47,64]. Due to the repetitive nature of most piRNA clusters and the unambiguous species-specific piRNAs definition, cluster activity can be generally identified by the count of unique piRNAs mapping to parental genomes. Our analysis revealed that both types of major clusters inherited from the D. melanogaster genome, RDC-dependent and RDC-independent ones, were still active as sources of piRNAs in hybrid ovaries (Figure 5). These results indicate that, despite lacking a functional RDCmel complex, the RDCsim complex is able to recognize and license non-canonical transcription of dual-strand clusters in hybrid genome background, independent of cluster origin.

2.5. Transposon Expression in Hybrid Ovaries

The piRNAs produced by major ovarian piRNA clusters are mainly directed to preventing TE propagation at transcriptional and posttranscriptional levels [37,38,39]. We carried out comparative DE analysis of transposon transcripts using our polyA-selected RNAseq library data. DEseq analysis for 179 fly transposon families (according to the resource https://github.com/bergmanlab/drosophila-transposons/) in the ovaries of parental species showed that only 120 of them are expressed in at least one of the species. Comparative DEseq analysis of the main types of TEs (LTR (Long Terminal Repeats), LINE (Long Interspersed Nuclear Elements), and DNA ones) between the ovaries of parental species and between the ovaries of hybrids and parents is presented in Figure 6a. According to the data, a bulk of TEs did not exhibit a significant increase in their transcription in hybrid ovaries. We found that 32 families showed a significant increase in their expression level more than fivefold for D. melanogaster ovaries versus D. simulans ones, and 15 families were overexpressed for D. simulans ovaries versus D. melanogaster with padj<0.05 (Figure 6b). Comparative DEseq analysis between hybrids and parental lines revealed that 23 (26.7%) and 15 (12.5%) families of transposons were found to be overexpressed in hybrid ovaries by five or more times relative to D. simulans and D. melanogaster, respectively (Figure 6b). Note that 19 of these 23 TE families in hybrid ovaries were overexpressed in D. melanogaster ovaries versus D. simulans, and 6 of 15 TEs were overexpressed in D. simulans versus D. melanogaster. In sum, comparisons of hybrid ovaries with parental ones revealed increased DE for 31 (25.8 %) transposon families compared to at least one of the parental species. At the same time, only seven TE families (5.83%) demonstrated overexpression by five or more times (padj<0.05) in hybrid ovaries compared with both parental species. There are six transposons related to LTR, including blood, Burdock, gypsy12, diver, HMS-Beagle, and rover, and one, jockey, related to LINE (Figure 6b,c). Note that only two TEs, blood and Burdock, exhibited more than 50-fold overexpression in hybrid ovaries compared with both parental species. Compared with that, 17 TE families are found to exhibit more than 50-fold derepression in D. melanogaster ovaries of rhi mutants [64].

2.6. Biogenesis of TE-Related piRNAs Is Maintained in Hybrid Ovaries

Could the limited number of TEs that are significantly overexpressed in the hybrid ovaries be responsible for the disruption of oogenesis and female hybrid sterility? To evaluate this hypothesis, we first performed a comparative analysis of TE-derived piRNAs from the ovaries of hybrids and parental species. Indeed, we determined that the total TE-related piRNA pool in hybrid ovaries was reduced compared to ovaries of both parental species (Figure 6b; Figure 7a,b). The normalized count of total TE-related sense and antisense piRNAs in hybrid ovaries was found to be from three- to fivefold less than in parental species (Figure 7b). It is known that the ping-pong amplification process is the distinguishing mechanism of piRNA biogenesis in the germline [37,38], adaptively ensuring effective TE silencing. PIWI protein-mediated slicing of long piRNA precursors provides secondary sense piRNAs that typically overlap by 5’-end 10 nt with the antisense piRNAs. The prevalence of 10-nt overlapping sense-antisense piRNA pairs is considered a signature of the ping-pong mechanism, expressed as a z10 score. Our analysis revealed ping-pong signatures for TE-related piRNAs in the ovaries of both parental species (Figure 7c), consistent with previously published data [65]. We also found clear ping-pong signatures for most TE families in the ovaries of interspecific hybrids, indicating that the ping-pong amplification process is active in hybrids (Figure 7c).
Compared with the ovaries of parental females, ping-pong signatures in hybrid ovaries are significantly more weakly expressed for blood, HMS-Beagle, rover, and jockey (Figure 7c). We estimated comparative piRNA silencing potential according to [64] for all seven overexpressed TEs, considering it true when there is more than 100 rpm of antisense TE-mapped piRNAs (0–3 mm) (Table 1). Overexpression in hybrid ovaries for all seven TEs was accompanied by piRNA loss by at least 2.6 to 13.4-fold compared with the ovaries of D. melanogaster females. We observed a fivefold reduction of antisense piRNAs compared to both parental lines for three of these seven TEs and to at least one parental line for six of these seven TEs. Only rover demonstrated a less significant decrease in piRNA levels. In addition, only piRNAs from three of the seven transposons (blood, gypsy12, and rover) exceeded the 100 rpm threshold; for the other four overexpressed TEs (Burdock, diver, HMS-Beagle, and jockey), piRNA silencing potential in hybrid ovaries was not found to be enough.
According to this observation, we asked does this mean that overexpression of these TEs leads to a high frequency of hybrid genome invasions and subsequent disruption of oogenesis? It is known that retrotransposons rarely mobilize in germline stem cells; however, they selectively mobilized into the DNA of developing oocytes in egg chambers [31,66]. The derepression of retrotransposons and LINEs leads to the delivery of their transcripts from nurse cells via microtubule-mediated transport in the oocyte for integration by a “cut-and-paste mechanism” into various loci of its genome. It induces multiple DNA double-strand breaks (DSBs) in the chromatin of developing oocytes, causing severe defects of genome integrity and replication stress, as it has been detected in D. melanogaster when the piRNA pathway is disrupted [31]. Retrotransposons integration events can be detected by immunostaining of a marker of DSBs, a phosphorylated version of histone variant (γ-H2Av). γ-H2Av signals are also observed in norm in mitotic germ cells of germarium. Using antibodies to γ-H2Av, we found that in the hybrid ovaries, this signal is more barely detected in the germarium (16.13% of ovaries in preparations possess at least one γ-H2AV-positive germarium, n = 31), compared to the ovaries of D. melanogaster (50.0% of ovaries possess at least one γ-H2AV-positive germarium, n = 22) and D. simulans (28.0% of ovaries possess at least one γ-H2AV-positive germarium, n = 25). In the egg chambers of parental species, from 98.3 to 100% of developing oocytes (stages 3–9) had condensed karyosome shape and size, as mentioned above (Figure 2a,b,e). We found that none of the of the examined developing oocytes from parental species were positive for γ-H2Av staining (n = 42 for D. melanogaster and n = 16 for D. simulans) (Figure 2a,b,f). In hybrid ovaries, we often revealed either stretched or fragmented karyosomes (Figure 2c–e), indicating catastrophic genome failures in developing oocytes. However, we detected γ-H2AV-positive karyosomes in hybrid ovaries only in 23.5% of cases (n = 17) (Figure 2c,f). It is inconsistent with massive retrotransposon invasions as a major cause of hybrid sterility. These results indicate that hybrid oogenesis defects are not always associated with increased activity of retrotransposons in ovarian nurse cells and the integration of their transcripts into the genome of the developing oocyte.

2.7. Vasa Expression in Hybrid Ovaries

Taking into account the results of DEseq analysis of key piRNA pathway genes (Figure 4a), we dissected a pattern of expression of RNA helicase Vasa in hybrid ovaries. Earlier, we showed that multiple AT-chX repeats harbored on the X chromosome of D. melanogaster generate a great number of piRNAs with a homology to the sequence of the fourth and fifth exons of vasa [11]. AT-chX piRNAs are expressed both in the testes and ovarian germline; however, sequence identity between AT-chX piRNAs and vasa appears to be insufficient for repression of vasa in the gonads of D. melanogaster [11,64]. In contrast, strong silencing has been observed earlier for vasamau allele in the testes of interspecific hybrids D. melanogaster/D. mauritiana, owing to a high complementarity between the target and AT-chX piRNAs, whereas vasamel allele does not undergo repression [11]. High sequence identity (more than 90%) between D. melanogaster AT-chX repeats and mRNA sequences of vasa of all three species of the Simulans clade [11] allows us to propose similar piRNA-dependent repression of vasasim allele in the ovaries of D. mel/D. sim hybrids.
We revealed that the AT-chX piRNA cluster was active in the ovaries of D. mel/D. sim hybrids, generating both sense and antisense piRNAs related to vasa transcripts (Figure 8a). Analysis of overlapping piRNA pairs in the ovaries of hybrids and parental species showed that ping-pong signatures were clearly observed only for AT-chX and vasasim-mapped piRNA pairs but not for AT-chX and vasamel (Figure 8b). We asked would the presence of high complementary piRNAs lead to specific silencing of vasasim in the background of hybrid ovaries?
For studying Vasa protein expression throughout oogenesis, we used anti-Vasa antibodies with different specificities. We have found that rat monoclonal antibody raised against Vasa (obtained from DSHB) recognize only the Vasamel protein, but rabbit polyclonal antibodies recognize both Vasasim and Vasamel in immunostaining of fixed ovarian preparations and Western blot analysis (Figure S1). Using confocal microscopy and taking advantage of different antibody specificities, we showed that only the Vasasim protein was definitely expressed in the hybrid ovaries at the early stages of oogenesis, in germariums, and at stages 2 and 3. Whereas Vasamel constantly started to be expressed only at later stages, if the process of oogenesis in hybrid ovaries reaches them (Figure 8c). Thus, we additionally detected a significant delay in the zygotic expression of vasamel allele in the hybrid background, indicating that only vasasim allele is expressed during postzygotic gonad development and early oogenesis.
As we mentioned above, the vasasim allele exhibited a half-expected expression level in hybrid ovaries according to DEseq analysis (Figure 4a). Using Western blot analysis, we found that the comparative level of Vasasim protein in hybrid ovaries was reproducible from three- to fivefold lower than Vasamel (Figure 8d). These results point in favor of partial piRNA-mediated repression of the vasasim allele. Taking into account a delay in the zygotic expression of the vasamel allele, we concluded that during gonad development and early stages of oogenesis in hybrid females, the expression of Vasa was significantly lowered.

3. Discussion

Interspecific hybrid sterility emerges as a consequence of the accumulation of genetic differences between isolated populations of the ancient precursor [2,20]. The study of interspecific hybrid incompatibilities allows for the reconstruction of speciation mechanisms and the identification of factors that maintain post-zygotic reproductive isolation between closely related species. Here, we look into the nature of female hybrid sterility in crossing between D. melanogaster females and D. simulans males. With the aid of phenotypic analysis of hybrid ovaries, we revealed that the oogenesis of hybrids proceeded with multiple disturbances (Figure 1; Figure S1; Figure 2), predominantly including a premature loss of germline stem cells (GSCs). However, the oogenesis in some hybrid ovaries proceeds up to late stages, allowing us to perform cellular and molecular analysis.
A disruption of the piRNA pathway leads to severe developmental defects in the ovaries of D. melanogaster, causing violations in GSC maintenance, genome damage, and subsequent female fertility [31,39,67]. Taking advantage of whole-transcriptome analysis, we found that several piRNA pathway genes exhibited differential allele expression in hybrid ovaries and could potentially influence transcriptional and post-transcriptional piRNA silencing mechanisms (Figure 4a). As has been proposed earlier, the functionality of the piRNA pathway in the gonads of interspecific hybrids is potentially dependent on interspecific divergence in protein components of the pathway [51,53]. It has been found that Rhi and Del proteins in D. melanogaster and D. simulans have undergone a significant divergence owing to positive selection and form nonfunctional RDC complexes with orthologues from the alien species [51,52,63]. Ectopic expression of D. simulans orthologous alleles of rhi and del fails to rescue corresponding null mutations in D. melanogaster ovaries. Rhisim and delsim being expressed in the D. melanogaster germline act as dominant-negative alleles, leading to a collapse of piRNA biogenesis in the germline and causing female sterility [51]. However, it remains unknown whether these potentially epistatic interactions and defects in the functionality of RDC complexes could manifest themselves in interspecific hybrid environment and directly contribute to hybrid sterility. Using comparative whole-transcriptome analysis, the RT-qPCR approach, and Western blot analysis, we showed that the RDC complex encoded by D. melanogaster alleles cannot be assembled at all in the ovarian germline of D. mel/D. sim interspecific hybrids (Figure 4). Despite observing a lack of expression of rhimel and delmel alleles in hybrid ovaries, we found that the RDCsim complex was able to perform the necessary functions in recognizing and licensing double-strand piRNA clusters inherited from the hybrid genome from D. melanogaster mothers to provide non-canonical transcription of the clusters and subsequent piRNA biogenesis (Figure 5). Taken together, we conclude that a lack of functional RDCmel complex in hybrids is at least partially compensated by the activity of the RDCsim complex, independent of the origin of piRNA clusters.
In addition, we also found that the level of key protein components of the piRNA machinery, ARGONAUTE/PIWI family proteins, Aub, Piwi, and AGO3, was reduced in hybrid ovaries versus parental species (Figure 4c). Subsequent analysis of TE transcripts and TE-mapped piRNAs in the ovaries of hybrids and parental species revealed that the total TE-related piRNA pool in hybrid ovaries was from 3- to 5-fold less than in parents (Figure 7a,b), despite the fact that the ping-pong piRNA biogenesis cycle was still clearly observed for TE-mapped piRNAs in hybrid ovaries (Figure 7c). This observation allows us to propose that insufficient piRNA silencing capacity could contribute to the mobilization of TEs in the germline, causing interspecific hybrid sterility. According to several earlier published studies, an increased transcriptional level of TEs has been detected in the ovaries of interspecific hybrids of Drosophila [32,33,35]. Genomes of D. melanogaster and D. simulans varied in their transposon content, despite sharing about 100 transposon families [65,68,69]. According to previously published data, the transcription pattern of TEs in the ovaries of hybrids between D. melanogaster and D. simulans does not reflect the presence of species-specific TEs, but TE transcript abundance and defects of biogenesis of TE related piRNAs are similar with piRNA pathway disrupting mutations in D. melanogaster [32,70].
It has been shown earlier that a violation of the piRNA pathway leads to subsequent developmental defects in ovaries, causing genome damage in oocyte DNA and subsequent female fertility [31,67]. Unregulated activity of TEs in hybrids could presumably be a causative factor for similar effects. By leveraging our whole-transcriptome data analysis of the main types of TEs (LTR, LINE, and DNA), we found that a bulk of TEs did not exhibit a significant increase in their transcriptional level in hybrid ovaries (Figure 6a). We observed that hybrid ovaries exhibited very few overexpressed TEs (Figure 6b,c). We focused on a cohort of transposons, whose expression increased more than fivefold in hybrid ovaries compared to both parental species (Figure 6c). The increasing transcriptional level of these TEs was associated with insufficient expression of TE-related piRNAs (Figure 7a,b; Table 1). Our analysis revealed a reduction from 2.6 to 13.4-fold of antisense piRNAs related to these TEs in hybrid ovaries versus D. melanogaster ovaries (Table 1). Thus, we found that the activity of the piRNA pathway in TE regulation in hybrid ovaries was maintained at a lower level. However, only two of these TEs, blood and Burdock, exhibited more than 50-fold overexpression in hybrid ovaries in comparison with both parental species (Figure 6c). It is shown that in piRNA pathway mutant ovaries of D. melanogaster up to 17 TE families exhibit more than 50-fold transcriptional overexpression [64], demonstrating more stringent TE derepression compared to that in hybrid ovaries.
Could observed TE overexpression be considered a main reason for the disruption of the oogenesis process and hybrid sterility? It is known that two main classes of transposons, the DNA class and retrotransposons, use different strategies to carry out new insertions in the germline [31,66,71]. The vast majority of transposons do not realize their transpositions across the genome, even upon severe piRNA pathway disruption in the ovaries. Mobilization of LINEs and retrotransposons in germline stem cells appears to be a rare event. However, a part of the retrotransposon and LINE families is able to selectively integrate into DNA of developing oocytes in egg chambers owing to microtubule-mediated transport of their transcripts from nurse cells [31,66]. We found that a group of retrotransposons overexpressed in hybrid ovaries includes blood, rover, HMS-Beagle, and diver, which can potentially insert into the genome of oocytes. Among them, HMS-Beagle and blood have been found among the top four active transposons, which cause 91% of total insertions detected in oocyte DNA in D. melanogaster with double AGO3 and Aub depletion [31,66]. However, our analysis revealed the presence of DSBs (traces of insertions by the “cut-and-paste” mechanism) in the karyosomes of hybrid ovaries only in 23.5% of cases, indicating that increased activity of retrotransposons did not constitute a major cause of hybrid female sterility (Figure 2c,f). We assumed that illegitimate TE mobilization can contribute to some extent to oogenesis violations, but it is not the major reason for the female sterility of D. mel/D. sim hybrids.
It is known that RNA helicase Vasa is a conservative germline marker required for piRNA biogenesis and transposon silencing in Drosophila [39,72,73]. Atrophy of the germarium, loss of GSCs, cystoblasts, dividing cysts, and degeneration of egg chambers in middle oogenesis often occur in fly females with the vasa null mutations [73,74]. Because premature GSC loss was found to be a most prominent defect of oogenesis in hybrid ovaries, we decided to study the pattern of Vasa expression in hybrid ovaries. Taking into account earlier published data about allele-specific silencing of D. mauritiana vasa by AT-chX piRNAs originated from the D. melanogaster genome and its contribution to defects of early spermatogenesis of hybrid D.mel/D.mau males [11], we analyzed relationships between AT-chX piRNAs and vasa expression in D. mel/D. sim hybrid ovaries. We confirmed that the AT-chX piRNA cluster was active in the ovaries of D. mel/D. sim hybrids, providing both sense and antisense piRNAs (Figure 8a). As expected, we found clear ping-pong signatures only between AT-chX and vasasim-mapped piRNA pairs but not for vasamel (Figure 8b). According to the presence of AT-chX piRNAs, we detected a significantly lowered level of Vasasim protein in hybrid ovaries (Figure 8d). It indicates that epigenetic factors, AT-chX piRNAs, impact the expression regulation of the critically important oogenesis gene. In addition, we also uncovered that zygotic expression of Vasamel protein occurred only in middle oogenesis with a significant developmental delay (Figure 8c). Considering multiple defects of the early stages of oogenesis in hybrid ovaries, we suppose that a deficiency of Vasa dose in the hybrid germline could contribute to observed female hybrid sterility manifestations, including a premature loss of GSCs and subsequent oogenesis defects. However, this assumption needs further investigation.
Gametogenesis is often disrupted in the progeny of interspecific crosses; however, underlying mechanistic causes and factors remain poorly understood. We observed that violations of piRNA-mediated TE regulation in the ovaries of D. mel/D. sim hybrid females did not lead to massive transposon invasions in the hybrid genome but could contribute in part to the genome disintegration of developing oocytes. At the same time, piRNA targeting of vasasim transcripts in the germline of hybrid ovaries, together with a delay in zygotic expression of vasamel, appears to underlie a wide range of oogenesis defects. We conclude that the hybrid sterility phenotype is based on complex multi-locus genetic and epigenetic divergence between these sibling species.

4. Materials and Methods

4.1. Fly Stocks and Genetics

To analyze the hybrid sterility in crossings between D. melanogaster and D. simulans flies, we used Hmr2 line of D. melanogaster from the Bloomington Drosophila Stock Center (In(1)w[m4], In(1)AB, y[2] Hmr[2], # 1304). This line carries the In(1)AB inversion, which provides a translocation of the 359-bp 1.688 satellite megablock out of the pericentric heterochromatin of the X chromosome [18,75]. It was shown that the presence of this 359-bp satellite block in the pericentric area induces failures in the correct segregation of paternally inherited Xmel chromosomes in hybrid embryos. Mutations in Hmr gene are shown to rescue F1 hybrid progeny in crosses of D. melanogaster with sibling species of the Simulans clade [7,32]. Thus, two rescue activities are reported for this D. melanogaster line. Drosophila simulans stock w.501 was obtained from the UC San Diego Drosophila Species Stock Center. F1 interspecific hybrid females from the cross of Hmr2 females to w.501 males were collected from crosses at 20ºC and reared at 20ºC on standard cornmeal media.

4.2. Immunofluorescence Staining and Confocal Microscopy

Ovaries of adult females were manually dissected in phosphate-buffered saline (PBS) at 4ºC, washed with PBT (1×PBS, 0.1% Tween 20), and fixed in 3.7% formaldehyde and PBT for 30 min at room temperature. All the following procedures were carried out as described previously [76]. Staining was detected by laser scanning confocal microscopy using a Carl Zeiss LSM 510 META machine (Carl Zeiss). All images were taken with a z-resolution of 0.5-1 µm. The obtained pictures were imported into Imaris® 5.0.1 (Bitplane AG) for subsequent processing. The data were analyzed using Excel and RStudio.

4.3. Antibodies

The following antibodies were used for immunofluorescence staining: a mix of murine monoclonal anti-Lamin Dm0 ADL67.10 and ADL84.12 antibodies (Developmental Studies Hybridoma Bank, University of Iowa (DSHB)), 1:500; rabbit polyclonal anti-Lamin antibodies [77], 1:500; rat monoclonal anti-Vasa antibody (DSHB), 1:100; guinea pig polyclonal anti-Trafic jam (Tj) antibodies [78], 1:5000; murine monoclonal anti-Traffic jam (Tj) antibody [79], 1:100; rabbit polyclonal anti-Vasa antibodies (gift of R. Lehmann), 1:500; rabbit polyclonal anti-γH2Av (pS137) antibodies (Rockland), 1:500; murine monoclonal anti-Orb (4H8, DSHB) antibody, 1:150. Alexa Fluor-labeled secondary goat anti-rat IgG, goat anti-rabbit IgG, goat anti-mouse IgG and goat anti-guinea pig IgG (Invitrogen) were used as secondary reagents at a dilution of 1:500. DAPI (40,6-diamidino-2-phenylindole) (Sigma) was used for chromatin staining.
The following antibodies were used for Western blot analysis: murine monoclonal anti-β-actin antibody ab8224 (Abcam), 1:4000; rat monoclonal anti-Vasa antibody (DSHB), 1:4000; rabbit polyclonal anti-Vasa antibodies (R. Lehmann gift), 1:5000; murine monoclonal anti-AGO3 9G3 antibody [38], 1:250; murine monoclonal anti-Aub 4D10 antibody [80], 1:500; rabbit polyclonal anti-Piwi 2464 antibodies [37], 1:2000; rat polyclonal anti-Rhino antibodies [81], 1:500 murine monoclonal anti-Cutoff antibody 9D5 (DSHB), 1:130. Samples were resolved by SDS-PAGE and blotted onto PVDF membrane Immobilon-P (Sigma). Alkaline phosphatase-conjugated anti-mouse, anti-rabbit, and anti-rat antibodies (Sigma) were used as secondary reagents at a dilution of 1:20,000. Blots were developed using the Immun-Star AP detection system (Bio-Rad Laboratories). All experiments were performed at least in triplicate with independent preparations of ovarian lysates.

4.4. RT-qPCR Analysis

For RT-qPCR analysis, total RNA was isolated from 30 to 50 pairs of dissected ovaries using TRIzol Reagent (Invitrogen). Complementary DNA (cDNA) was synthesized using random hexamers and SuperScriptII reverse transcriptase (Invitrogen). cDNA samples were analyzed by PCR or real-time quantitative PCR using incorporation of SYTO13 (Invitrogen). All experiments were performed with at least three independent RNA samples; each sample was analyzed in duplicate. Fold change ratios of the average expression level was calculated. The Fieller method was used for the confidence interval estimation. We used rp49 (rpL32) as a loading control. The following primers were used RT-PCR: rp49 fw 5ʹ-ATGACCATCCGCCCAGCATAC-3ʹ, rev 5ʹ-GCTTAGCATATCGATCCGACTGG-3ʹ; piwi of D. melanogaster dmel_piwi_2ex fw 5ʹ-CCACGGCTTTCGCTCTGTC-3ʹ, rev 5ʹ-CCGAGAGCGGATCCTCGTAC-3ʹ; piwi of D. simulans dsim_piwi_2ex fw 5ʹ-CACGGCCTTCGCTCTGGT-3ʹ, rev 5ʹ-CCGAGAGTGGATCCTCGAG-3ʹ; aub of D. melanogaster aub_dmel_1 fw 5ʹ-CATGAGTGAACATACCAGGCTGAA-3ʹ, rev 5ʹ-GCGGAGTCCAGCTCGATGTT-3ʹ; aub of D. simulans aub_dsim_1 fw 5ʹ-ATGAATGAACATACCAGGAGCCC-3ʹ, rev 5ʹ-GCGGTGTCAAGCTCGATGTTC-3ʹ; vasa of D. melanogaster vasa_mel_5ex fw 5ʹ-GAGCTTGGAAGACCCCAGGTAGTG-3ʹ, rev 5ʹ-GTCTTCAAACGTGATAAAGGTCCGAT-3ʹ; vasa of D. simulans vasa_sim_5ex fw 5ʹ-CCGCAGGCAGTGATTGTATCC-3ʹ, rev 5ʹ-GTCTTCAAAGGTGACAAAAGTCCGAT-3ʹ; rhino (rhi) of D. melanogaster rhi_1ex_dmel fw 5ʹ-CGGTTTTCCGAACGAGAAC-3ʹ, rev 5ʹ-CGGCCTTCCGATGCA-3ʹ; rhino (rhi) of D. simulans rhi_1ex_dsim fw 5ʹ-CCAAGGCTCCACAGGCTT-3ʹ, rev 5ʹ-CCACAGCTTCGTCTTCGC-3ʹ; cutoff (cuff) of D. melanogaster dmel_cuff_1ex fw 5ʹ-CTGGATGGTCATTGGGTGTC-3ʹ, rev 5ʹ-CCTCTTCAGATTGTCCTGATCAAT-3ʹ; cutoff (cuff) of D. simulans dsim_cuff_1ex fw 5ʹ-CTGGATGGTCTCTGGGTGTT-3ʹ, rev 5ʹ-ACCCTCTTCAGATTGTCTTCAGTAAA-3ʹ; deadlock (del) of D. melanogaster del_mel1 fw 5ʹ-GGTCCACACTTCCAGAGTCC-3ʹ, rev 5ʹ-AGGATCACAACCTGTTGAACCT-3ʹ, deadlock (del) of D. simulans del_sim1 5ʹ-GGCCACACCTCCAGAGTC-3ʹ, rev 5ʹ-CCATCACCTGTTGAATTTACTGAG-3ʹ.

4.5. RNA Library Preparation

For the preparation of RNA-seq libraries, RNA was isolated from D. melanogaster Hmr2, D. simulans w501 and interspecific hybrid ovaries with TRIzol Reagent (Invitrogen). PolyA selection was done using an Dynabeads™ mRNA Purification Kit (Thermo Fisher Scientific). RNA-seq libraries were generated using the NEBNext Ultra™ II Directional RNA Library Prep Kit for Illumina (#E7760, NEB) and NEBNext Multiplex Oligos for Illumina (Index Primers Set 1, NEB #E7335, and Set 2, NEB #E7500) according to the manufacturer's instructions and sequenced on the Illumina NovaSeq 6000 SP platform (100 bp runs) in Evrogen. For small RNA libraries preparation RNA was extracted from 0-3 days old gonads of D. melanogaster Hmr2, D. simulans w501 and interspecific hybrids. Small RNA fraction (19-29 nt) was purified by 15% polyacrylamide gel from 20-30 μg total RNA. Libraries were prepared using NEBNext Multiplex Small RNA Sample Prep Set for Illumina (E7300S) and sequenced on NovaSeq 6000 in 100 bp single-end mode yielding 25-40 million single-end reads per library. All library types were prepared and sequenced in two biological replicates. GEO accession number for the library data is GSE263985.

4.6. Bioinformatics Analysis

Quality control of the sequenced libraries was carried out using the FastQC tool. For subsequent analysis, only reads with fastq score > 30 were used. RNA-seq libraries of the ovaries of hybrids and parental species were pseudo-aligned by kallisto v.0.50.0 [82] with the following parameters: --single, -l 100, and -s 0.05. Merged transcriptome sets obtained from NCBI were used as reference (GCF_000001215.4 and GCF_016746395.2 assemblies for D. melanogaster and D. simulans, respectively). Quantified abundances of transcripts for protein-coding genes were imported with tximport v.1.24.0 [83]. In the case of parental species, transcript abundance was represented only by species-specific transcripts (more than 95% of reads), while reads were equally distributed between species-specific transcriptome sets in the case of hybrids. For TEs expression analysis, transcriptomic polyA libraries were trimmed using cutadapt 2.8 and mapped to Drosophila transposon canonical sequences v10.1 (https://github.com/bergmanlab/drosophila-transposons/) using bowtie version 1.1.0 with parameters -l 100, -v 3, and -m 1. The read-count step htseq-count 2.0.0 was used.
Differential expression analysis was performed using R package DESeq2 v.1.36.0 [84]. Genes are considered to be differentially expressed when they present two-fold differences and FDR-corrected p-values<0.05. The GO analysis was performed using ShiniGO 0.80 software [61]. For subsequent analysis of allele-specific gene expression in hybrid gonads, we identified orthologous genes in the D. melanogaster and D. simulans genomes. A set of protein-coding gene transcripts from D. melanogaster was analyzed using BLAST against transcripts from D. simulans retrieved from the RefSeq database (https://ftp.ncbi.nlm.nih.gov/refseq/release/), and the top hits with the highest bitscore were selected as homologous in D. simulans. We considered genes as orthologous if all transcripts from D. simulans locus corresponded to the same gene in D. melanogaster. Using this approach, more than 90% of D. melanogaster genes were identified as orthologues with D. simulans genes. The piRNA pathway genes were further manually curated.
Differential expression of TEs families was made independently between parental lines and between hybrids and parental lines. TE families were classified as differentially expressed when |log2(FC)|>2.32 (fivefold difference) and FDR-corrected p-values <0.05. For piRNA production analysis, adapter sequences were removed by cutadapt 2.8. After quality control with FastQC, rRNA, snRNA, snoRNA, and tRNA were filtered from libraries using bowtie (version 1.1.0) with -v 3 parameter. Unaligned reads were then filtered against the microRNA sets of D. simulans and D. melanogaster obtained from https://ftp.flybase.net/releases/current/dsim_r2.02/ and https://ftp.flybase.net/releases/current/dmel_r6.56/, respectively. Small piRNAs of 23–29 nt in length were selected using cutadapt 2.8. This piRNA fraction was mapped to Drosophila transposon canonical sequences v10.1 (https://github.com/bergmanlab/drosophila-transposons/) using bowtie version 1.1.0 with parameters -l 35 and -n 3. Mapped reads were counted with htseq-count 2.0.0 and normalized to library depth before microRNA filtration. To analyze the functionality of the piRNApathway, ping-pong signatures for each TE family were calculated using signature.py script [85].
To analyze the activity of the piRNA clusters of D. melanogaster, piRNAs were uniquely mapped to a merged file containing both the D. melanogaster and D. simulans genomes using bowtie (-l 50, -v 0, and -m 1). The read count step was made by htseq-count 2.0.0. For this, we used the cluster coordinates obtained earlier [64]. The counted values were normalized to the library depth before microRNA filtering, as in the case of transposon piRNA analysis. To analyze the production of piRNAs from the AT-chX cluster, piRNAs were mapped to the consensus AT-chX sequence obtained previously [11] using bowtie (-l 50, -n 3). The counting of mapped piRNAs was performed using htseq-count 2.0.0. The distribution density of reads in clusters was visualized using pyGenomeTracks 3.8 [86]. Ping-pong signature analysis of mapped reads was carried out by signature.py script [85]. Most data visualization and analysis were done in Python 3 using pandas (https://zenodo.org/records/10697587), seaborn [87], numpy [88], and matplotlib [89] software packages.

Supplementary Materials

The following supporting information can be downloaded at the website of this paper posted on Preprints.org, Figure S1: Immunochemical and immunofluorescence detection of germ cells in the ovaries; Table S1: DEseq analysis hybrid versus D. melanogaster ovaries; Figure S2: Dorsal appendage defects in hybrid oocytes; Table S2: DEseq analysis hybrid versus D. simulans ovaries; Figure S3: Analysis of the expression level of D. melanogaster and D. simulans inherited genes in the hybrid ovaries relative to their expression in the parental species; Table S3: Comparative analysis of allele expression in the hybrid ovaries relative to expression level in the ovaries of parental species; Figure S4: RT-qPCR analysis of piRNA pathway gene expression in the ovaries of hybrids compared to parental species with allele-specific primers; Table S4: GO Biological Process analysis data for underexpressed D. melanogaster alleles (Fold Change ≥ 10) in hybrid ovaries.

Author Contributions

L.V.O.: conceptualization, methodology, writing—original draft preparation, visualization, project administration, supervision. A.A.K.: conceptualization, methodology, data curation, formal analysis, writing—original draft preparation, funding acquisition, project administration. V.E.A.: methodology, formal analysis, investigation, visualization, writing—review and editing. A.S.S: data acquisition, data curation, writing—review and editing. I.A.K: investigation, validation. S.S.B: investigation, validation, formal analysis. All authors have read and agreed to the published version of the manuscript.

Acknowledgments

We thank the Developmental Studies Hybridoma Bank for maintaining some of the antibodies used in this study. We thank A. Aravin, M. Siomi, N. Akulenko, R. Lehmann, and D. Dodt for antibodies and O. Olenkina for help with fly manipulations. The authors thank the Common Use Center of scientific equipment of the National Research Centre “Kurchatov Institute” for providing the equipment.

Funding

The study was supported by a grant from the Russian Science Foundation #22-74-00029, https://rscf.ru/en/project/22-74-00029/.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The library data sets used for analysis in the current study are placed at GEO with the accession number GSE263985.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Orr, H.A.; Presgraves, D.C. Speciation by postzygotic isolation: forces, genes and molecules. Bioessays 2000, 22, 1085–1094. [Google Scholar] [CrossRef] [PubMed]
  2. Coyne, J.A.; Orr, H.A. Speciation; Sinauer Associates, Inc.: Sunderland, MA, USA, 2004; pp. 1–545. [Google Scholar]
  3. Sawamura, K.; Yamamoto, M.T. Cytogenetical localization of Zygotic hybrid rescue (Zhr), a Drosophila melanogaster gene that rescues interspecific hybrids from embryonic lethality. Mol. Gen. Genet. 1993, 239, 441–449. [Google Scholar] [CrossRef] [PubMed]
  4. Ting, C.T.; Tsaur, S.C.; Wu, M.L.; Wu, C.I. A rapidly evolving homeobox at the site of a hybrid sterility gene. Science 1998, 282, 1501–1504. [Google Scholar] [CrossRef] [PubMed]
  5. Sun, S.; Ting, C.T.; Wu, C.I. The normal function of a speciation gene, Odysseus, and its hybrid sterility effect. Science 2004, 305, 81–83. [Google Scholar] [CrossRef] [PubMed]
  6. Barbash, D.A.; Roote, J.; Ashburner, M. The Drosophila melanogaster hybrid male rescue gene causes inviability in male and female species hybrids. Genetics 2000, 154, 1747–1771. [Google Scholar] [CrossRef] [PubMed]
  7. Barbash, D.A.; Ashburner, M. A novel system of fertility rescue in Drosophila hybrids reveals a link between hybrid lethality and female sterility. Genetics 2003, 163, 217–226. [Google Scholar] [CrossRef] [PubMed]
  8. Phadnis, N.; Orr, H.A. A single gene causes both male sterility and segregation distortion in Drosophila hybrids. Science 2009, 323, 376–379. [Google Scholar] [CrossRef] [PubMed]
  9. Masly, J.P.; Jones, C.D.; Noor, M.A.; Locke, J.; Orr, H.A. Gene transposition as a cause of hybrid sterility in Drosophila. Science 2006, 313, 1448–1450. [Google Scholar] [CrossRef] [PubMed]
  10. Araripe, L.O.; Montenegro, H.; Lemos, B.; Hartl, D.L. Fine-scale genetic mapping of a hybrid sterility factor between Drosophila simulans and D. mauritiana: the varied and elusive functions of "speciation genes". BMC Evol. Biol. 2010, 10, 385. [Google Scholar] [CrossRef] [PubMed]
  11. Kotov, A.A.; Adashev, V.E.; Godneeva, B.K.; Ninova, M.; Shatskikh, A.S.; Bazylev, S.S.; Aravin, A.A.; Olenina, L.V. piRNA silencing contributes to interspecies hybrid sterility and reproductive isolation in Drosophila melanogaster. Nucleic Acids Res. 2019, 47, 4255–4271. [Google Scholar] [CrossRef]
  12. Bladen, J.; Cooper, J.C.; Ridges, J.T.; Guo, P.; Phadnis, N. A new hybrid incompatibility locus between Drosophila melanogaster and Drosophila sechellia. Genetics 2024, 226, iyae001. [Google Scholar] [CrossRef] [PubMed]
  13. Sturtevant, A.H. Genetic Studies on DROSOPHILA SIMULANS. I. Introduction. Hybrids with DROSOPHILA MELANOGASTER. Genetics 1920, 5, 488–500. [Google Scholar] [PubMed]
  14. Davis, A.W.; Roote, J.; Morley, T.; Sawamura, K.; Herrmann, S.; Ashburner, M. Rescue of hybrid sterility in crosses between D. melanogaster and D. simulans. Nature 1996, 380, 157–159. [Google Scholar] [CrossRef] [PubMed]
  15. Lachaise, D.; Cariou, M.L.; David, J.R.; Lemeunier, F.; Tsacas, L.; Ashburner, M. Historical biogeography of the Drosophila-Melanogaster species subgroup. Evol. Biol. 1988, 22, 159–225. [Google Scholar]
  16. Russo, C.A.; Takezaki, N.; Nei, M. Molecular phylogeny and divergence times of drosophilid species. Mol. Biol. Evol. 1995, 12, 391–404. [Google Scholar] [CrossRef] [PubMed]
  17. Tamura, K.; Subramanian, S.; Kumar, S. Temporal patterns of fruit fly (Drosophila) evolution revealed by mutation clocks. Mol. Biol. Evol. 2004, 21, 36–44. [Google Scholar] [CrossRef] [PubMed]
  18. Sawamura, K.; Yamamoto, M.T.; Watanabe, T.K. Hybrid lethal systems in the Drosophila melanogaster species complex. II. The Zygotic hybrid rescue (Zhr) gene of D. melanogaster. Genetics 1993, 133, 307–313. [Google Scholar] [CrossRef] [PubMed]
  19. Ferree, P.M.; Barbash, D.A. Species-specific heterochromatin prevents mitotic chromosome segregation to cause hybrid lethality in Drosophila. PLoS Biol. 2009, 7, e1000234. [Google Scholar] [CrossRef] [PubMed]
  20. Maheshwari, S.; Barbash, D.A. The genetics of hybrid incompatibilities. Annu. Rev. Genet. 2011, 45, 331–355. [Google Scholar] [CrossRef] [PubMed]
  21. Adashev, V.E.; Kotov, A.A.; Bazylev, S.S.; Shatskikh, A.S.; Aravin, A.A.; Olenina, L.V. Stellate genes and the piRNA pathway in speciation and reproductive isolation of Drosophila melanogaster. Front. Genet. 2021, 11, 610665. [Google Scholar] [CrossRef]
  22. Presgraves, D.C.; Meiklejohn, C.D. Hybrid Sterility, Genetic Conflict and Complex Speciation: Lessons From the Drosophila simulans Clade Species. Front. Genet. 2021, 12, 669045. [Google Scholar] [CrossRef] [PubMed]
  23. Orr, H.A. Dobzhansky, Bateson, and the genetics of speciation. Genetics 1996, 144, 1331–1335. [Google Scholar] [CrossRef] [PubMed]
  24. Dobzhansky, T. Studies on hybrid sterility. II. Localization of sterility factors in Drosophila Pseudoobscura hybrids. Genetics 1936, 21, 113–135. [Google Scholar] [CrossRef] [PubMed]
  25. Muller, H.J. Isolating mechanisms evolution and temperature. Biol. Symp. 1942, 6, 71–125. [Google Scholar]
  26. Presgraves, D.C. The molecular evolutionary basis of species formation. Nat. Rev. Genet. 2010, 11, 175–180. [Google Scholar] [CrossRef] [PubMed]
  27. Perez, D.E.; Wu, C.I. Further characterization of the Odysseus locus of hybrid sterility in Drosophila: one gene is not enough. Genetics 1995, 140, 201–206. [Google Scholar] [CrossRef] [PubMed]
  28. Slotkin, R.K.; Martienssen, R. Transposable elements and the epigenetic regulation of the genome. Nat. Rev. Genet. 2007, 8, 272–285. [Google Scholar] [CrossRef] [PubMed]
  29. Biémont, C.; Vieira, C. What transposable elements tell us about genome organization and evolution: the case of Drosophila. Cytogenet. Genome Res. 2005, 110, 25–34. [Google Scholar] [CrossRef] [PubMed]
  30. Chuong, E.B.; Elde, N.C.; Feschotte, C. Regulatory activities of transposable elements: from conflicts to benefits. Nat. Rev. Genet. 2017, 18, 71–86. [Google Scholar] [CrossRef] [PubMed]
  31. Wang, L.; Dou, K.; Moon, S.; Tan, F.J.; Zhang, Z.Z. Hijacking oogenesis enables massive propagation of LINE and retroviral transposons. Cell 2018, 174, 1082–1094. [Google Scholar] [CrossRef] [PubMed]
  32. Kelleher, E.S.; Edelman, N.B.; Barbash, D.A. Drosophila interspecific hybrids phenocopy piRNA-pathway mutants. PLoS Biol. 2012, 10, e1001428. [Google Scholar] [CrossRef] [PubMed]
  33. Romero-Soriano, V.; Modolo, L.; Lopez-Maestre, H.; Mugat, B.; Pessia, E.; Chambeyron, S.; Vieira, C.; Garcia Guerreiro, M.P. Transposable Element Misregulation Is Linked to the Divergence between Parental piRNA Pathways in Drosophila Hybrids. Genome Biol. Evol. 2017, 9, 1450–1470. [Google Scholar] [CrossRef] [PubMed]
  34. Banho, C.A.; Oliveira, D.S.; Haudry, A.; Fablet, M.; Vieira, C.; Carareto, C.M.A. Transposable Element Expression and Regulation Profile in Gonads of Interspecific Hybrids of Drosophila arizonae and Drosophila mojavensis wrigleyi. Cells 2021, 10, 3574. [Google Scholar] [CrossRef] [PubMed]
  35. Castillo, D.M.; Moyle, L.C. Hybrid incompatibility between Drosophila virilis and D. lummei is stronger in the presence of transposable elements. J. Evol. Biol. 2022, 35, 1319–1334. [Google Scholar] [CrossRef] [PubMed]
  36. Aravin, A.A.; Hannon, G.J.; Brennecke, J. The Piwi-piRNA pathway provides an adaptive defense in the transposon arms race. Science 2007, 318, 761–764. [Google Scholar] [CrossRef] [PubMed]
  37. Brennecke, J.; Aravin, A.A.; Stark, A.; Dus, M.; Kellis, M.; Sachidanandam, R.; Hannon, G.J. Discrete small RNA-generating loci as master regulators of transposon activity in Drosophila. Cell 2007, 128, 1089–1103. [Google Scholar] [CrossRef] [PubMed]
  38. Gunawardane, L.S.; Saito, K.; Nishida, K.M.; Miyoshi, K.; Kawamura, Y.; Nagami, T.; Siomi, H.; Siomi, M.C. A slicer-mediated mechanism for repeat-associated siRNA 5' end formation in Drosophila. Science 2007, 315, 1587–1590. [Google Scholar] [CrossRef] [PubMed]
  39. Malone, C.D.; Brennecke, J.; Dus, M.; Stark, A.; McCombie, W.R.; Sachidanandam, R.; Hannon, G.J. Specialized piRNA pathways act in germline and somatic tissues of the Drosophila ovary. Cell 2009, 137, 522–535. [Google Scholar] [CrossRef] [PubMed]
  40. Gainetdinov, I.; Colpan, C.; Arif, A.; Cecchini, K.; Zamore, P.D. A Single Mechanism of Biogenesis, Initiated and Directed by PIWI Proteins, Explains piRNA Production in Most Animals. Mol. Cell 2018, 71, 775–790. [Google Scholar] [CrossRef] [PubMed]
  41. Obbard, D.J.; Welch, J.J.; Kim, K.W.; Jiggins, F.M. Quantifying adaptive evolution in the Drosophila immune system. PLoS Genet. 2009, 5, e1000698. [Google Scholar] [CrossRef] [PubMed]
  42. Vermaak, D.; Henikoff, S.; Malik, H.S. Positive selection drives the evolution of rhino, a member of the heterochromatin protein 1 family in Drosophila. PLoS Genet. 2005, 1, 96–108. [Google Scholar] [CrossRef] [PubMed]
  43. Simkin, A.; Wong, A.; Poh, Y.P.; Theurkauf, W.E.; Jensen, J.D. Recurrent and recent selective sweeps in the piRNA pathway. Evolution 2013, 67, 1081–1090. [Google Scholar] [CrossRef] [PubMed]
  44. Levine, M.T.; Vander Wende, H.M.; Hsieh, E.; Baker, E.P.; Malik, H.S. Recurrent Gene Duplication Diversifies Genome Defense Repertoire in Drosophila. Mol. Biol. Evol. 2016, 33, 1641–1653. [Google Scholar] [CrossRef] [PubMed]
  45. Rangan, P.; Malone, C.D.; Navarro, C.; Newbold, S.P.; Hayes, P.S.; Sachidanandam, R.; Hannon, G.J.; Lehmann, R. piRNA Production Requires Heterochromatin Formation in Drosophila. Current Biology 2011, 21, 1373–1379. [Google Scholar] [CrossRef] [PubMed]
  46. Zhang, Z.; Wang, J.; Schultz, N.; Zhang, F.; Parhad, S.S.; Tu, S.; Vreven, T.; Zamore, P.D.; Weng, Z.; Theurkauf, W.E. The HP1 homolog rhino anchors a nuclear complex that suppresses piRNA precursor splicing. Cell 2014, 157, 1353–1363. [Google Scholar] [CrossRef] [PubMed]
  47. Mohn, F.; Sienski, G.; Handler, D.; Brennecke, J. The Rhino-Deadlock-Cutoff Complex Licenses Noncanonical Transcription of Dual-Strand piRNA Clusters in Drosophila. Cell 2014, 157, 1364–1379. [Google Scholar] [CrossRef] [PubMed]
  48. Chen, Y.A.; Stuwe, E.; Luo, Y.; Ninova, M.; Le Thomas, A.; Rozhavskaya, E.; Li, S.; Vempati, S.; Laver, J.D.; Patel, D.J.; et al. Cutoff Suppresses RNA Polymerase II Termination to Ensure Expression of piRNA Precursors. Mol. Cell 2016, 63, 97–109. [Google Scholar] [CrossRef] [PubMed]
  49. Klattenhoff, C.; Xi, H.; Li, C.; Lee, S.; Xu, J.; Khurana, J.S.; Zhang, F.; Schultz, N.; Koppetsch, B.S.; Nowosielska, A.; et al. The Drosophila HP1 homolog Rhino is required for transposon silencing and piRNA production by dual-strand clusters. Cell 2009, 138, 1137–1149. [Google Scholar] [CrossRef] [PubMed]
  50. Le Thomas, A.; Stuwe, E.; Li, S.; Du, J.; Marinov, G.; Rozhkov, N.; Chen, Y.C.; Luo, Y.; Sachidanandam, R.; Toth, K.F.; et al. Transgenerationally inherited piRNAs trigger piRNA biogenesis by changing the chromatin of piRNA clusters and inducing precursor processing. Genes Dev. 2014, 28, 1667–1680. [Google Scholar] [CrossRef] [PubMed]
  51. Parhad, S.S.; Tu, S.; Weng, Z.; Theurkauf, W.E. Adaptive Evolution Leads to Cross-Species Incompatibility in the piRNA Transposon Silencing Machinery. Dev. Cell 2017, 43, 60–70. [Google Scholar] [CrossRef] [PubMed]
  52. Parhad, S.S.; Theurkauf, W.E. Rapid evolution and conserved function of the piRNA pathway. Open Biol. 2019, 9, 180181. [Google Scholar] [CrossRef] [PubMed]
  53. Parhad, S.S.; Yu, T.; Zhang, G.; Rice, N.P.; Weng, Z.; Theurkauf, W.E. Adaptive Evolution Targets a piRNA Precursor Transcription Network. Cell Rep. 2020, 30, 2672–2685. [Google Scholar] [CrossRef] [PubMed]
  54. Lee, Y.C.; Langley, C.H. Long-term and shortterm evolutionary impacts of transposable elements on Drosophila. Genetics 2012, 192, 1411–1432. [Google Scholar] [CrossRef]
  55. Xie, T.; Spradling, A.C. A niche maintaining germ line stem cells in the Drosophila ovary. Science 2000, 290, 328–330. [Google Scholar] [CrossRef] [PubMed]
  56. Lobell, A.S.; Kaspari, R.R.; Serrano Negron, Y.L.; Harbison, S.T. The Genetic Architecture of Ovariole Number in Drosophila melanogaster: Genes with Major, Quantitative, and Pleiotropic Effects. G3 (Bethesda) 2017, 7, 2391–2403. [Google Scholar] [CrossRef] [PubMed]
  57. de Cuevas, M.; Spradling, A.C. Morphogenesis of the Drosophila fusome and its implications for oocyte specification. Development 1998, 125, 2781–2789. [Google Scholar] [CrossRef] [PubMed]
  58. Kirilly, D.; Xie, T. The Drosophila ovary: an active stem cell community. Cell Res. 2007, 17, 15–25. [Google Scholar] [CrossRef] [PubMed]
  59. Barr, J.; Gilmutdinov, R.; Wang, L.; Shidlovskii, Y.; Schedl, P. The Drosophila CPEB Protein Orb Specifies Oocyte Fate by a 3'UTR-Dependent Autoregulatory Loop. Genetics 2019, 213, 1431–1446. [Google Scholar] [CrossRef] [PubMed]
  60. Mahowald, A.P. Ultrastructural observations on oogenesis in Drosophila. J. Morphol. 1972, 137, 29–48. [Google Scholar] [CrossRef]
  61. Ge, S.X.; Jung, D.; Yao, R. ShinyGO: a graphical gene-set enrichment tool for animals and plants. Bioinformatics 2020, 36, 2628–2629. [Google Scholar] [CrossRef]
  62. Ramat, A.; Simonelig, M. Functions of PIWI Proteins in Gene Regulation: New Arrows Added to the piRNA Quiver. Trends Genet. 2021, 37, 188–200. [Google Scholar] [CrossRef] [PubMed]
  63. Yu, B.; Lin, Y.A.; Parhad, S.S.; Jin, Z.; Ma, J.; Theurkauf, W.E.; Zhang, Z.Z.; Huang, Y. Structural insights into Rhino-Deadlock complex for germline piRNA cluster specification. EMBO Rep. 2018, 19, e45418. [Google Scholar] [CrossRef] [PubMed]
  64. Chen, P.; Kotov, A.A.; Godneeva, B.K.; Bazylev, S.S.; Olenina, L.V.; Aravin, A.A. piRNA-mediated gene regulation and adaptation to sex-specific transposon expression in D. melanogaster male germline. Genes Dev. 2021, 35, 914–935. [Google Scholar] [CrossRef] [PubMed]
  65. Saint-Leandre, B.; Capy, P.; Hua-Van, A.; Filée, J. piRNA and Transposon Dynamics in Drosophila: A Female Story. Genome Biol. Evol. 2020, 12, 931–947. [Google Scholar] [CrossRef] [PubMed]
  66. Cao, J.; Yu, T.; Xu, B.; Hu, Z.; Zhang, X.O.; Theurkauf, W.E.; Weng, Z. Epigenetic and chromosomal features drive transposon insertion in Drosophila melanogaster. Nucleic Acids Res. 2023, 51, 2066–2086. [Google Scholar] [CrossRef] [PubMed]
  67. Durdevic, Z.; Pillai, R.S.; Ephrussi, A. Transposon silencing in the Drosophila female germline is essential for genome stability in progeny embryos. Life Sci. Alliance 2018, 1, e201800179. [Google Scholar] [CrossRef] [PubMed]
  68. Lerat, E.; Burlet, N.; Biémont, C.; Vieira, C. Comparative analysis of transposable elements in the melanogaster subgroup sequenced genomes. Gene 2011, 473, 100–109. [Google Scholar] [CrossRef] [PubMed]
  69. Vieira, C.; Fablet, M.; Lerat, E.; Boulesteix, M.; Rebollo, R.; Burlet, N.; Akkouche, A.; Hubert, B.; Mortada, H.; Biémont, C. A comparative analysis of the amounts and dynamics of transposable elements in natural populations of Drosophila melanogaster and Drosophila simulans. J. Environ. Radioact. 2012, 113, 83–86. [Google Scholar] [CrossRef] [PubMed]
  70. Castillo, D.M.; Barbash, D.A. Moving Speciation Genetics Forward: Modern Techniques Build on Foundational Studies in Drosophila. Genetics 2017, 207, 825–842. [Google Scholar] [CrossRef] [PubMed]
  71. Moon, S.; Cassani, M.; Lin, Y.A.; Wang, L.; Dou, K.; Zhang, Z.Z. A Robust Transposon-Endogenizing Response from Germline Stem Cells. Dev. Cell 2018, 47, 660–671. [Google Scholar] [CrossRef] [PubMed]
  72. Adashev, V.E.; Kotov, A.A.; Olenina, L.V. RNA Helicase Vasa as a Multifunctional Conservative Regulator of Gametogenesis in Eukaryotes. Curr. Issues Mol. Biol. 2023, 45, 5677–5705. [Google Scholar] [CrossRef] [PubMed]
  73. Durdevic, Z.; Ephrussi, A. Germ cell lineage homeostasis in Drosophila requires the Vasa RNA helicase. Genetics 2019, 213, 911–922. [Google Scholar] [CrossRef] [PubMed]
  74. Styhler, S.; Nakamura, A.; Swan, A.; Suter, B.; Lasko, P. vasa is required for GURKEN accumulation in the oocyte, and is involved in oocyte differentiation and germline cyst development. Development 1998, 125, 1569–1578. [Google Scholar] [CrossRef] [PubMed]
  75. Hutter, P.; Roote, J.; Ashburner, M. A genetic basis for the inviability of hybrids between sibling species of Drosophila. Genetics 1990, 124, 909–920. [Google Scholar] [CrossRef] [PubMed]
  76. Kibanov, M.V.; Kotov, A.A.; Olenina, L.V. Multicolor fluorescence imaging of whole-mount Drosophila testes for studying spermatogenesis. Anal. Biochem. 2013, 436, 55–64. [Google Scholar] [CrossRef] [PubMed]
  77. Osouda, S.; Nakamura, Y.; de Saint Phalle, B.; McConnell, M.; Horigome, T.; Sugiyama, S.; Fisher, P.A.; Furukawa, K. Null mutants of Drosophila B-type lamin Dm(0) show aberrant tissue differentiation rather than obvious nuclear shape distortion or specific defects during cell proliferation. Dev. Biol. 2005, 284, 219–232. [Google Scholar] [CrossRef] [PubMed]
  78. Li, M.A.; Alls, J.D.; Avancini, R.M.; Koo, K.; Godt, D. The large Maf factor Traffic Jam controls gonad morphogenesis in Drosophila. Nat. Cell. Biol. 2003, 5, 994–1000. [Google Scholar] [CrossRef] [PubMed]
  79. Saito, K.; Inagaki, S.; Mituyama, T.; Kawamura, Y.; Ono, Y.; Sakota, E.; Kotani, H.; Asai, K.; Siomi, H.; Siomi, M.C. A regulatory circuit for piwi by the large Maf gene traffic jam in Drosophila. Nature 2009, 461, 1296–1299. [Google Scholar] [CrossRef] [PubMed]
  80. Nishida, K.M.; Saito, K.; Mori, T.; Kawamura, Y.; Nagami-Okada, T.; Inagaki, S.; Siomi, H.; Siomi, M.C. Gene silencing mechanisms mediated by Aubergine piRNA complexes in Drosophila male gonad. RNA 2007, 13, 1911–1922. [Google Scholar] [CrossRef] [PubMed]
  81. Radion, E.; Morgunova, V.; Ryazansky, S.; Akulenko, N.; Lavrov, S.; Abramov, Y.; Komarov, P.A.; Glukhov, S.I.; Olovnikov, I.; Kalmykova, A. Key role of piRNAs in telomeric chromatin maintenance and telomere nuclear positioning in Drosophila germline. Epigenetics Chromatin 2018, 11, 40. [Google Scholar] [CrossRef] [PubMed]
  82. Bray, N.L.; Pimentel, H.; Melsted, P.; Pachter, L. Near-optimal probabilistic RNA-seq quantification. Nat. Biotechnol. 2016, 34, 525–527. [Google Scholar] [CrossRef] [PubMed]
  83. Soneson, C.; Love, M.I.; Robinson, M.D. Differential analyses for RNA-seq: transcript-level estimates improve gene-level inferences. F1000Res. 2015, 4, 1521. [Google Scholar] [CrossRef] [PubMed]
  84. Love, M.I.; Huber, W.; Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef] [PubMed]
  85. Antoniewski, C. Computing siRNA and piRNA overlap signatures. Methods Mol. Biol. 2014, 1173, 135–146. [Google Scholar] [CrossRef] [PubMed]
  86. Lopez-Delisle, L.; Rabbani, L.; Wolff, J.; Bhardwaj, V.; Backofen, R.; Grüning, B.; Ramírez, F.; Manke, T. pyGenomeTracks: reproducible plots for multivariate genomic datasets. Bioinformatics 2021, 37, 422–423. [Google Scholar] [CrossRef] [PubMed]
  87. Waskom, M.L. seaborn: statistical data visualization. J. Open Source Software 2021, 6, 3021. [Google Scholar] [CrossRef]
  88. Harris, C.R.; Millman, K.J.; van der Walt, S.J.; Gommers, R.; Virtanen, P.; Cournapeau, D.; Wieser, E.; Taylor, J.; Berg, S.; Smith, N.J.; et al. Array programming with NumPy. Nature 2020, 585, 357–362. [Google Scholar] [CrossRef] [PubMed]
  89. Hunter, J.D. Matplotlib: A 2D Graphics Environment. Comp. Sci. Engineering 2007, 9, 90–95. [Google Scholar] [CrossRef]
Figure 1. Immunofluorescence analysis of hybrid ovaries. (a) The scheme of Drosophila oogenesis. Each ovary contains about 16–20 ovarioles. An individual ovariole is shown at the top in a uniform beige color. The stages of oogenesis are indicated at the top of the scheme. At the anterior end of the ovariole, the germarium structure supports 2-3 germline stem cells (GSC) and somatic cells, such as terminal filaments (TFs), cap cells (CC), and escort cells (EC). The division of GSC produces a new GSC and a cystoblast (CB). The germ cell cysts arise from cystoblasts that undergo four synchronous divisions. Each ovariole consists of a string of egg chambers, which comprise an oocyte (light violet) and 15 polyploid nurse cells (red), connected to each other and surrounded by a monolayer of somatic follicle cells (FC) (green), produced by divisions of follicle stem cells (FSC, deep green). At the 10/11 stages of oogenesis, pole plasm is assembled, and pole granules (red dots) are concentrated at the posterior pole of the developing oocyte. (b-d) Immunofluorescence analysis of the ovaries of hybrid and D. melanogaster females. Fixed ovarian preparations were stained with antibodies to Vasa (germ cell marker, red) and Tj (marker of somatic ovarian cells, green), and chromatin was stained with DAPI (blue). All images are oriented with the anterior ends to the left. Germariums of hybrid ovaries can contain GSCs (yellow arrowhead) (b), but they often lose them prematurely (c). Germarium of D. melanogaster Hmr2 females maintains 2-3 GSCs (yellow arrowheads) (d). (e-g) Analysis of spectrosomes and fusomes in the germariums of hybrid ovaries (e), D. melanogaster ovaries (f), and D. simulans ovaries (g). Fixed ovarian preparations were stained with antibodies to a-spectrin (red), lamin (a marker of nuclear envelopes, violet), and chromatin was stained with DAPI (blue). White arrowheads indicate spectrosomes, and white arrows indicate fusomes. (h) Number of spectrosomes per germarium in parental species and hybrids (in the case of germ cell-positive germariums). Data are represented as average ± SD (standard deviation), and the and the numbers of analyzed germariums (n) are indicated on the graph.
Figure 1. Immunofluorescence analysis of hybrid ovaries. (a) The scheme of Drosophila oogenesis. Each ovary contains about 16–20 ovarioles. An individual ovariole is shown at the top in a uniform beige color. The stages of oogenesis are indicated at the top of the scheme. At the anterior end of the ovariole, the germarium structure supports 2-3 germline stem cells (GSC) and somatic cells, such as terminal filaments (TFs), cap cells (CC), and escort cells (EC). The division of GSC produces a new GSC and a cystoblast (CB). The germ cell cysts arise from cystoblasts that undergo four synchronous divisions. Each ovariole consists of a string of egg chambers, which comprise an oocyte (light violet) and 15 polyploid nurse cells (red), connected to each other and surrounded by a monolayer of somatic follicle cells (FC) (green), produced by divisions of follicle stem cells (FSC, deep green). At the 10/11 stages of oogenesis, pole plasm is assembled, and pole granules (red dots) are concentrated at the posterior pole of the developing oocyte. (b-d) Immunofluorescence analysis of the ovaries of hybrid and D. melanogaster females. Fixed ovarian preparations were stained with antibodies to Vasa (germ cell marker, red) and Tj (marker of somatic ovarian cells, green), and chromatin was stained with DAPI (blue). All images are oriented with the anterior ends to the left. Germariums of hybrid ovaries can contain GSCs (yellow arrowhead) (b), but they often lose them prematurely (c). Germarium of D. melanogaster Hmr2 females maintains 2-3 GSCs (yellow arrowheads) (d). (e-g) Analysis of spectrosomes and fusomes in the germariums of hybrid ovaries (e), D. melanogaster ovaries (f), and D. simulans ovaries (g). Fixed ovarian preparations were stained with antibodies to a-spectrin (red), lamin (a marker of nuclear envelopes, violet), and chromatin was stained with DAPI (blue). White arrowheads indicate spectrosomes, and white arrows indicate fusomes. (h) Number of spectrosomes per germarium in parental species and hybrids (in the case of germ cell-positive germariums). Data are represented as average ± SD (standard deviation), and the and the numbers of analyzed germariums (n) are indicated on the graph.
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Figure 2. Oocyte specification in hybrid ovaries. (ad) Immunofluorescence analysis of the ovaries of hybrid females (a, b) and parents (c, d). Fixed ovarian preparations were stained with antibodies to Orb (oocyte marker, violet), Tj (marker of somatic ovarian cells, red), γ-H2AV (marker of DSBs, green), and chromatin was stained with DAPI (blue). All images are oriented with the anterior end to the left. The karyosomes are indicated by yellow arrows. (c) Karyosomes are often fragmented in the egg chambers of hybrid ovaries. (e) Distribution of wild-type (compact spherical) and defected (fragmented, stretched, and non-condenced) karyosomes in hybrid and parental oocytes. Data are represented as percentages for karyosome shape types (bars) and as average ± SD for spherical karyosome diameters (blue dots). n, the number of karyosomes examined for each fly line. (f) Analysis of γ-H2AV-positive karyosomes in hybrid ovaries and ovaries of parental species. The data are represented as percentages of γ-H2AV-positive and negative karyosomes. No karyosomes with DSBs in parental species oocytes were found. The numbers of karyosomes examined for each fly line are indicated on the graph.
Figure 2. Oocyte specification in hybrid ovaries. (ad) Immunofluorescence analysis of the ovaries of hybrid females (a, b) and parents (c, d). Fixed ovarian preparations were stained with antibodies to Orb (oocyte marker, violet), Tj (marker of somatic ovarian cells, red), γ-H2AV (marker of DSBs, green), and chromatin was stained with DAPI (blue). All images are oriented with the anterior end to the left. The karyosomes are indicated by yellow arrows. (c) Karyosomes are often fragmented in the egg chambers of hybrid ovaries. (e) Distribution of wild-type (compact spherical) and defected (fragmented, stretched, and non-condenced) karyosomes in hybrid and parental oocytes. Data are represented as percentages for karyosome shape types (bars) and as average ± SD for spherical karyosome diameters (blue dots). n, the number of karyosomes examined for each fly line. (f) Analysis of γ-H2AV-positive karyosomes in hybrid ovaries and ovaries of parental species. The data are represented as percentages of γ-H2AV-positive and negative karyosomes. No karyosomes with DSBs in parental species oocytes were found. The numbers of karyosomes examined for each fly line are indicated on the graph.
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Figure 3. Differential gene expression between hybrid ovaries and ovaries of their respective parental species. (a, b) Scatterplots represent species-specific differential gene expression (in transcript per million (tpm) number) in the ovaries between interspecific hybrids and parental species, D. melanogaster (a) and D. simulans (b). See Table S1 and Table S2 for DEseq data. Key genes involved in the piRNA pathway are marked as red dots on both scatterplots. Rhimel and delmel occupy off-diagonal positions (a), indicating their differential allele-specific expression in hybrids. (c) Analysis of the expression level of D. melanogaster and D. simulans inherited genes in the hybrid ovaries relative to their expression in the ovaries of the parental species. The scatterplot represents a comparison of hybrid/parent expression ratios for species-specific orthologues. The dot color indicates the average level of gene expression in the ovaries parents: low (blue): log2(cpm) <= 5; medium (gray): 5 < log2(cpm) <= 12; high (red): 12 < log2(cpm). See Figure S3 and Table S3 for the data. (d) Dotplot for the top 20 categories of GO Biological Process for down-regulated D. melanogaster alleles in hybrid ovaries. The analysis was performed using ShiniGO 0.80 software with data obtained from DEseq analysis. See Table S4 for detailed annotations.
Figure 3. Differential gene expression between hybrid ovaries and ovaries of their respective parental species. (a, b) Scatterplots represent species-specific differential gene expression (in transcript per million (tpm) number) in the ovaries between interspecific hybrids and parental species, D. melanogaster (a) and D. simulans (b). See Table S1 and Table S2 for DEseq data. Key genes involved in the piRNA pathway are marked as red dots on both scatterplots. Rhimel and delmel occupy off-diagonal positions (a), indicating their differential allele-specific expression in hybrids. (c) Analysis of the expression level of D. melanogaster and D. simulans inherited genes in the hybrid ovaries relative to their expression in the ovaries of the parental species. The scatterplot represents a comparison of hybrid/parent expression ratios for species-specific orthologues. The dot color indicates the average level of gene expression in the ovaries parents: low (blue): log2(cpm) <= 5; medium (gray): 5 < log2(cpm) <= 12; high (red): 12 < log2(cpm). See Figure S3 and Table S3 for the data. (d) Dotplot for the top 20 categories of GO Biological Process for down-regulated D. melanogaster alleles in hybrid ovaries. The analysis was performed using ShiniGO 0.80 software with data obtained from DEseq analysis. See Table S4 for detailed annotations.
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Figure 4. Expression of piRNA pathway factors in the ovaries of hybrids. (a) Heat map of allele-specific expression of key piRNA pathway genes in the ovaries of hybrids. Differential expression analysis was performed using DESeq2. The fold change ratios of D. melanogaster (D.mel) and D. simulans (D.sim) allele expression in hybrids versus parental species are shown. Statistically significant differences were indicated using adjusted p-value. One asterisk (*) indicates padj <0.05. Three asterisks (***) indicate padj <0.001. (b) RT-qPCR analysis of piRNA pathway gene expression in the ovaries of hybrids compared to parental species, D. melanogaster and D. simulans. Fold change ratios of the average expression level in hybrids relative to the parental lines are shown for each species-specific allele. Error bars represent 95% confidence intervals for the data from three independent experiments. Rhimel and delmel alleles were not expressed in hybrid ovaries. The expression levels of mRNAs are normalized to rp49 transcripts. See also Figure S4 for data presentation. (c) Western blot analysis of piRNA pathway proteins in hybrid ovaries and parental lines. Anti-actin antibodies were used for loading control. Representative data from at least three independent experiments are shown.
Figure 4. Expression of piRNA pathway factors in the ovaries of hybrids. (a) Heat map of allele-specific expression of key piRNA pathway genes in the ovaries of hybrids. Differential expression analysis was performed using DESeq2. The fold change ratios of D. melanogaster (D.mel) and D. simulans (D.sim) allele expression in hybrids versus parental species are shown. Statistically significant differences were indicated using adjusted p-value. One asterisk (*) indicates padj <0.05. Three asterisks (***) indicate padj <0.001. (b) RT-qPCR analysis of piRNA pathway gene expression in the ovaries of hybrids compared to parental species, D. melanogaster and D. simulans. Fold change ratios of the average expression level in hybrids relative to the parental lines are shown for each species-specific allele. Error bars represent 95% confidence intervals for the data from three independent experiments. Rhimel and delmel alleles were not expressed in hybrid ovaries. The expression levels of mRNAs are normalized to rp49 transcripts. See also Figure S4 for data presentation. (c) Western blot analysis of piRNA pathway proteins in hybrid ovaries and parental lines. Anti-actin antibodies were used for loading control. Representative data from at least three independent experiments are shown.
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Figure 5. Analysis of piRNAs mapped to piRNA clusters. (a) Uniquely mapped cluster-derived piRNAs in hybrid ovaries relative to D. melanogaster level. Data for the top five piRNA clusters of D. melanogaster ovaries are presented as ratio hybrid/D. melanogaster piRNA counts. The red dotted line shows the expected relative level of piRNAs for hybrid ovaries. Both RDC-dependent and RDC-independent piRNA clusters maintain activity in hybrids. (b) piRNA genome distribution analysis across 42AB, flamenco and 80EF clusters. Blue peaks indicate mapped antisense piRNAs, and red peaks indicate sense piRNAs.
Figure 5. Analysis of piRNAs mapped to piRNA clusters. (a) Uniquely mapped cluster-derived piRNAs in hybrid ovaries relative to D. melanogaster level. Data for the top five piRNA clusters of D. melanogaster ovaries are presented as ratio hybrid/D. melanogaster piRNA counts. The red dotted line shows the expected relative level of piRNAs for hybrid ovaries. Both RDC-dependent and RDC-independent piRNA clusters maintain activity in hybrids. (b) piRNA genome distribution analysis across 42AB, flamenco and 80EF clusters. Blue peaks indicate mapped antisense piRNAs, and red peaks indicate sense piRNAs.
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Figure 6. TE expression in hybrid ovaries. (a). DEseq analysis of the main TE types (LTR, LINE, and DNA) between the ovaries of parental species and between the ovaries of hybrids and parents is presented as log2(FoldChange ratio). The dotted line represents log2(Fold Change) > |1| and p-value adjusted < 0.05. (b) Left: heat map presenting comparative TE expression analysis between the ovaries of hybrids and parental species. Color indicates log2(Fold Change ratio). Right: heat map presenting TE-related piRNA counts in hybrids and parental species as log10(normalized counts). (c) Seven TE families that demonstrated overexpression by 5 or more fold changes (FC, padj<0.05) in hybrid ovaries compared with parental species.
Figure 6. TE expression in hybrid ovaries. (a). DEseq analysis of the main TE types (LTR, LINE, and DNA) between the ovaries of parental species and between the ovaries of hybrids and parents is presented as log2(FoldChange ratio). The dotted line represents log2(Fold Change) > |1| and p-value adjusted < 0.05. (b) Left: heat map presenting comparative TE expression analysis between the ovaries of hybrids and parental species. Color indicates log2(Fold Change ratio). Right: heat map presenting TE-related piRNA counts in hybrids and parental species as log10(normalized counts). (c) Seven TE families that demonstrated overexpression by 5 or more fold changes (FC, padj<0.05) in hybrid ovaries compared with parental species.
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Figure 7. TE-related piRNA production in hybrid ovaries. (a) Comparative analysis of total presented as log2(Fold Change ratio). Dotted lines represent log2(Fold Change) > |1|. (b) The amount of TE-related sense and antisense piRNA normalized reads (in rpm) expressed in the ovaries of D. melanogaster, D. simulans, and hybrids. (c) Heat map presentation comparing ping-pong signatures (z10-score values) for TE-related piRNA levels in the ovaries of D. melanogaster, D. simulans, and hybrids expressed as the number of overlapping pairs (5′-to-5′ distances between complementary piRNA pairs) normalized by the number of piRNAs. The ping-pong z-score was calculated for 1–30 nt positions of piRNAs. The deep red color highlights TEs with stronger ping-pong signatures.
Figure 7. TE-related piRNA production in hybrid ovaries. (a) Comparative analysis of total presented as log2(Fold Change ratio). Dotted lines represent log2(Fold Change) > |1|. (b) The amount of TE-related sense and antisense piRNA normalized reads (in rpm) expressed in the ovaries of D. melanogaster, D. simulans, and hybrids. (c) Heat map presentation comparing ping-pong signatures (z10-score values) for TE-related piRNA levels in the ovaries of D. melanogaster, D. simulans, and hybrids expressed as the number of overlapping pairs (5′-to-5′ distances between complementary piRNA pairs) normalized by the number of piRNAs. The ping-pong z-score was calculated for 1–30 nt positions of piRNAs. The deep red color highlights TEs with stronger ping-pong signatures.
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Figure 8. Patterns of Vasa protein expression in hybrid ovaries. (a) AT-chX piRNA distribution analysis along AT-chX consensus permitting 0–3 mismatches. Blue peaks indicate mapped antisense piRNAs, and red peaks indicate sense piRNAs (in relation to vasa transcripts). Whereas AT-chX piRNAs are absent in D. simulans ovaries, in hybrid ovaries, and in D. melanogaster, they are detected. (b) Heat map presentation of ping-pong signatures of piRNAs mapped to species-specific alleles vasa and AT-chX consensus in gonades of hybrids D. mel/D. sim and parental species, D. mel and D. sim. Fractions of 23–29 nt piRNAs from the ovaries of hybrids and parental lines were mapped to the AT-chX consensus and species-specific transcripts of vasa genes D. melanogaster and D. simulans with 0–3 mismatches. Enrichment of ping-pong pairs mapped on AT-chX and vasasim but not vasamel is found in D. melanogaster and hybrid ovaries. (c) Immunofluorescence analysis of the ovaries of hybrid females. Fixed ovarian preparations were stained with antibodies to Lamin (nuclear envelope marker, violet), Vasa (rat monoclonal antibody, green), α-spectrin (marker of spectrosomes, red), and chromatin was stained with DAPI (blue). The specrtosomes are indicated by white arrows. Vasamel signal is not detected in the early germ cell, including GSCs (marked by spectrosome structures). Vasamel expression starts in egg chambers after stage 3. (d) Western blot analysis of Vasa proteins in the ovaries of hybrid and parental species using anti-Vasa rabbit polyclonal antibodies. Vasamel and Vasasim exhibit different electrophoretic mobilities. In total ovarian lysates of hybrids, the signal of Vasasim is significantly weaker than Vasamel. Anti-actin antibodies were used for loading control. Representative data from at least three independent experiments are shown.
Figure 8. Patterns of Vasa protein expression in hybrid ovaries. (a) AT-chX piRNA distribution analysis along AT-chX consensus permitting 0–3 mismatches. Blue peaks indicate mapped antisense piRNAs, and red peaks indicate sense piRNAs (in relation to vasa transcripts). Whereas AT-chX piRNAs are absent in D. simulans ovaries, in hybrid ovaries, and in D. melanogaster, they are detected. (b) Heat map presentation of ping-pong signatures of piRNAs mapped to species-specific alleles vasa and AT-chX consensus in gonades of hybrids D. mel/D. sim and parental species, D. mel and D. sim. Fractions of 23–29 nt piRNAs from the ovaries of hybrids and parental lines were mapped to the AT-chX consensus and species-specific transcripts of vasa genes D. melanogaster and D. simulans with 0–3 mismatches. Enrichment of ping-pong pairs mapped on AT-chX and vasasim but not vasamel is found in D. melanogaster and hybrid ovaries. (c) Immunofluorescence analysis of the ovaries of hybrid females. Fixed ovarian preparations were stained with antibodies to Lamin (nuclear envelope marker, violet), Vasa (rat monoclonal antibody, green), α-spectrin (marker of spectrosomes, red), and chromatin was stained with DAPI (blue). The specrtosomes are indicated by white arrows. Vasamel signal is not detected in the early germ cell, including GSCs (marked by spectrosome structures). Vasamel expression starts in egg chambers after stage 3. (d) Western blot analysis of Vasa proteins in the ovaries of hybrid and parental species using anti-Vasa rabbit polyclonal antibodies. Vasamel and Vasasim exhibit different electrophoretic mobilities. In total ovarian lysates of hybrids, the signal of Vasasim is significantly weaker than Vasamel. Anti-actin antibodies were used for loading control. Representative data from at least three independent experiments are shown.
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Table 1. Estimation of piRNA silencing potential for seven derepressed TEs in parental species and hybrid ovaries. Silencing potential is considered to be true if there are >100 rpm antisense TE-mapped piRNAs (0-3 mm), according to [64]. For four overexpressed TEs, silencing potential in hybrid ovaries was not found to be enough.
Table 1. Estimation of piRNA silencing potential for seven derepressed TEs in parental species and hybrid ovaries. Silencing potential is considered to be true if there are >100 rpm antisense TE-mapped piRNAs (0-3 mm), according to [64]. For four overexpressed TEs, silencing potential in hybrid ovaries was not found to be enough.
TE family TE mapped antisense piRNAs in
D. sim ovaries, rpm
TE mapped antisense piRNAs in D. mel ovaries, rpm TE mapped antisense piRNAs in hybrid ovaries, rpm
blood 5602.2 2904.2 1112.3
Burdock 627.6 1072.6 80.3
gypsy12 1574.0 1011.6 131.7
diver 1163.3 424.4 52.6
HMS-Beagle 1834.4 407.8 89.5
rover 51.0 1335.5 362.7
jockey 182.3 375.3 45.6
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