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. 2022 Sep 13;1(4):pgac182. doi: 10.1093/pnasnexus/pgac182

Contribution of the Wolffian duct mesenchyme to the formation of the female reproductive tract

Fei Zhao 1,, Sara A Grimm 2, Shua Jia , Humphrey Hung-Chang Yao 3,
Editor: Marisa Bartolomei
PMCID: PMC9523451  PMID: 36204418

Abstract

The female reproductive tract develops from its embryonic precursor, the Müllerian duct. In close proximity to the Müllerian duct lies the precursor for the male reproductive tract, the Wolffian duct, which is eliminated in the female embryo during sexual differentiation. We discovered that a component of the Wolffian duct, its mesenchyme, is not eliminated after sexual differentiation. Instead, the Wolffian duct mesenchyme underwent changes in transcriptome and chromatin accessibility from male tract to female tract identity, and became a unique mesenchymal population in the female reproductive tract with localization and transcriptome distinct from the mesenchyme derived from the Müllerian duct. Partial ablation of the Wolffian duct mesenchyme stunted the growth of the fetal female reproductive tract in ex vivo organ culture. These findings reveal a new fetal origin of mesenchymal tissues for female reproductive tract formation and reshape our understanding of sexual differentiation of reproductive tracts.


Significance Statement.

A female embryo initially possesses both the primordial female and male reproductive tracts, also known as the Müllerian and Wolffian ducts. During sexual differentiation, the female eliminates the Wolffian duct and maintains the Müllerian duct that eventually differentiates into the female reproductive tract organs. However, in this paper, we show that the female embryo retains mesenchymal cells surrounding the Wolffian duct for its reproductive tract formation. When incorporated into the female reproductive tract organs, the Wolffian duct mesenchyme shows unique anatomical localization and transcriptome and might play critical roles in female reproductive tract growth. This discovery provides new insights into female reproductive tract development and advances our understanding of sexual differentiation of reproductive tracts.

Introduction

Sexually dimorphic differentiation of reproductive tracts in the mammalian embryo ensures the establishment of a sex-specific reproductive tract in adulthood (1–3). Prior to sexual differentiation, male and female embryos possess both primitive male and female reproductive tracts, known as the Wolffian and Müllerian ducts, respectively (4). During sexual differentiation, in the female embryo, the Wolffian duct regresses in the absence of androgens, whereas the Müllerian duct is maintained and eventually gives rise to the oviduct, uterus, cervix, and upper vagina (1). In the male embryo, on the other hand, fetal testes produce two hormones to reverse the fates of the two undifferentiated reproductive tracts: anti-Müllerian hormone (AMH) induces regression of the Müllerian duct, while androgens maintain the Wolffian duct, which eventually differentiates into the epididymis, vas deference, and seminal vesicle (5).

Prior to sexual differentiation (i.e. before embryonic day or E13.5 in mice), the Wolffian duct provides critical guidance for the formation of the Müllerian duct (4, 6–9). The Wolffian duct derives from the intermediate mesoderm and extends caudally until its distal part fuses with the urogenital sinus (4, 8). Shortly after the Wolffian duct formation, coelomic epithelium in the cranial part of the mesonephros is specified to become Müllerian duct precursor cells, which then invaginate caudally toward the Wolffian duct and form a canalized tube (7). Once in contact with the Wolffian duct, the Müllerian duct begins to elongate in the craniocaudal direction under the guidance of the pre-established Wolffian duct and eventually fuses at the urogenital sinus by E13.5 in mice (6, 10). The elongation of the Müllerian duct requires the activation of PI3K/AKT signaling pathway in rat Müllerian duct epithelia (9). It was thought that specification and invagination of specified cells in the Müllerian duct are independent of the Wolffian duct (4). However, a study in chicken embryos found that surgical removal of the cranial portion of the Wolffian duct before the onset of Müllerian duct formation abolished the expression of Lhx1 (also known as Lim1) (11), the essential gene for the specification of coelomic epithelium to become Müllerian duct precursor cells (12). Therefore, the role of the Wolffian duct in specification and invagination during Müllerian duct formation may require further investigations. Nevertheless, substantial evidence has demonstrated that the subsequent step of Müllerian duct formation, its elongation, is dependent upon structural supports and regulatory signaling of the Wolffian duct. The tip cells of the elongating Müllerian duct contact closely with the basal membrane of the Wolffian duct, which serves as a physical guide for the Müllerian duct elongation (13). Physical interruption of the Wolffian duct in chicken embryos and genetic ablation of the caudal portion of the Wolffian duct in murine embryos both led to the arrested elongation of the Müllerian duct at the point of the interruption (6, 14). In addition, the Wolffian duct specifically expresses and secretes Wnt9b, a critical paracrine factor, without which the extension of the Müllerian duct is arrested at the cranial-most portion (15). Despite that the Wolffian duct guides the Müllerian duct formation, the Wolffian duct epithelium itself does not contribute to or transform into the Mullerian duct. When the Wolffian duct epithelium was permanently labeled with a reporter LacZ that is induced by the Wolffian duct epithelium-specific Cre (Hox7b-Cre), the entire Müllerian duct remained LacZ negative (6).

In spite of its involvement in initial formation of the female reproductive tract before the onset of sexual differentiation, it is not known whether the Wolffian duct plays any contributing roles in the development of the female reproductive tract after sexual differentiation. When the Müllerian duct is formed under the guidance of the Wolffian duct, the two ducts are closely adjacent to each other and are surrounded by their respective mesenchymes, which are distinct in terms of microscopic appearance, gene expression, and hormonal responsiveness. In the female mouse embryo on E13.5, the Müllerian duct mesenchyme lacks any recognized pattern in arrangement, while mesenchymal cells surrounding the Wolffian duct appear elongated and radially disposed around the Wolffian duct (16). In terms of gene expression, the Wolffian duct mesenchyme but not the Müllerian duct mesenchyme expresses androgen receptor (Ar) (17, 18) and Gli1, a readout of the sonic hedgehog (SHH) signaling activity that is specifically secreted from the Wolffian duct epithelium (19–21). On the other hand, the Müllerian duct mesenchyme expresses Amhr2, the specific receptor for AMH (22), whereas the Wolffian duct mesenchyme does not (17, 18). As a result, in the female embryo, the Müllerian duct mesenchyme can respond to AMH (23), while the Wolffian duct mesenchyme possesses the capability of responding to exogenous androgens (24–26).

During sexual differentiation, the epithelium of the Wolffian duct is eliminated in the female embryo. However, the fate of the remaining mesenchyme surrounding the Wolffian duct in the female embryo after sexual differentiation is unclear. Extensive studies have demonstrated the essential roles of the mesenchyme in the growth and differentiation of female reproductive tract organs after its early formation (4, 5, 27, 28). Given the juxtaposition of the Wolffian duct to the Müllerian duct, we set up to investigate whether the Wolffian duct mesenchyme is a source of functional mesenchymal tissues in the female reproductive tract.

Results

The Wolffian duct mesenchyme contributes to mesenchymal tissues in the female reproductive tract

Mesenchymal cells surrounding Wolffian and Müllerian ducts in the mesonephros express Gli1 and Amhr2, respectively, during fetal development (19, 22). We examined their expression pattern by RNA-scope (Fig. S1A) and an Amhr2-Cre;Rosa-tdTomato;Gli1-lacZ double reporter mouse line (Fig. S1B). We found that mesenchymal cells expressing Gli1 and Amhr2 were largely segregated and predominantly localized in the peritubular regions of Wolffian and Müllerian ducts, respectively, although there was no physical boundary between these two mesenchymal populations. To investigate what the Wolffian duct mesenchyme becomes in XX embryos, we developed the Gli1-CreER;Rosa-tdTomato tamoxifen-inducible lineage tracing model, where the Gli1-positive Wolffian duct mesenchymal cells (Gli1+) were permanently labeled with red fluorescent protein tdTomato only at the time of tamoxifen injection (Fig. 1). Tamoxifen injection was performed on E13.5 and E14.5 before Wolffian duct regression in XX embryos. One day after the injection, a few mesenchymal cells surrounding the Wolffian duct in the cranial (future oviduct) and caudal (future uterus) portions of the mesonephros were positive for tdTomato (Fig. 1A and F). On E16.5 when the epithelium of the Wolffian duct disintegrated, the labeled Gli1+ Wolffian duct mesenchyme remained present in the female reproductive tract (Fig. 1B, C, G, and H). On postnatal day 0 (PND0 or birth), PND21 when the basic structures of the oviduct and uterus are established (29), and PND56 when the females are sexually mature for supporting pregnancy, the presence of Gli1+ Wolffian duct mesenchyme persisted in the oviduct and uterus (Fig. 1D, E, I, and J). These Gli1+ Wolffian duct mesenchyme-derived cells expressed the markers for fibroblasts (Vimentin) (30) and smooth muscle cells (smooth muscle α-actin, αSMA) (31) (Fig. S2), indicating that they differentiated into typical cell types in the mesenchymal compartment of the female reproductive tract. These results demonstrate that the Wolffian duct mesenchyme in the XX embryo contributes to mesenchymal tissues in the female reproductive tract.

Fig. 1.

Fig. 1.

Lineage tracing of the Gli1+ Wolffian duct mesenchyme in the female embryo. Tamoxifen was injected on E13.5 and E14.5 to permanently label Gli1+ cells with tdTomato in Gli1-CreER;Rosa-tdTomato XX embryos. (A to E) Cranial and (F to J) caudal sections of the female reproductive tract from tamoxifen-treated females on E14.5 (A and F), E16.5 (B and G), PND0 (C and H), PND21 (D and I), and PND56 (E and J) to visualize tdTomato-labeled Gli1+ cells (red). All images are oriented with the mesometrial side of the tissues up and the antimesometrial side down. Epithelial cells are stained with PAX2 (cyan). Pink and blue dashed lines circle Müllerian and Wolffian ducts, respectively. Scale bars in sections: 50 µm. N = 3 in each time point examined.

Transcriptomic and epigenetic changes underlying sexually dimorphic differentiation of the Wolffian duct mesenchyme

The Wolffian duct mesenchyme is masculinized to become components of the male reproductive tract in normal XY embryos or XX embryos exposed to exogenous androgens (25, 32, 33). Our discovery of the contribution of Wolffian duct mesenchyme to the female reproductive tract further indicates that the Wolffian duct mesenchyme is bipotential with sexually dimorphic differentiation capacity ( Fig.   2A). We then set out to understand molecular changes and potential transcriptional regulation of the Wolffian duct mesenchyme when it follows either male or female fate. We performed RNA-seq and ATAC-seq to profile the transcriptome and chromatin accessibility landscape, respectively, on isolated Gli1+ Wolffian duct mesenchymal cells from XX and XY mesonephroi on E14.5 and E16.5, the window of sexual differentiation of reproductive tracts. We plotted principal component analyses (PCA) to illustrate the degrees of differences among these four groups in terms of transcriptome and chromatin accessibility (Fig. 2B and C). From E14.5 to E16.5, the distances between XX and XY groups in both PCA plots were increased, suggesting that transcriptome and chromatin accessibility landscape of the Wolffian duct mesenchyme became more sexually divergent. These results were consistent with the significantly higher number of differential expressed genes between XX and XY from E14.5 to E16.5 (Fig. 2D and G) and the increased number of differential ATAC-seq peaks (Supplementary Table S1).

Fig. 2.

Fig. 2.

Profiling transcriptome and chromatin accessibility and deducing associated transcription factors in sexual differentiation of the Gli1+ Wolffian duct mesenchyme. (A) The sexually dimorphic fate of the Wolffian duct mesenchyme in the presence (XY embryos) and absence (XX embryos) of androgens. (B) PCA of the 500 most variant genes in the RNA-seq dataset, including E14.5 XX (lighter red), E14.5 XY (lighter blue), E16.5 XX (bright red), and E16.5 XY (bright blue) Gli1+ cells. N = 3 in each group. (C) PCA of the 500 peak regions with the most variant signal in our ATAC-seq dataset. N = 2 in each group. (D and G) Venn diagrams comparing significantly upregulated genes in XY (D) or XX (G) on E14.5 and E16.5. (E and H) Gene enrichment analyses of the upregulated genes in XY (E) (E14.5 XY > E14.5 XX or E16.5 XY > E16.5 XX) and in XX (H) (E14.5 XX > E14.5 XY or E16.5 XX > E16.5 XY). (F and I) Transcription factors (TF), which are in the list of upregulated genes in XY (D) and XX (G) and whose motifs are enriched in regions with increased chromatin accessibility in XY (F) and XX (I) in their comparisons on either E14.5 or E16.5.

To deduce biological events underlying male and female differentiation of the Gli1+ Wolffian duct mesenchyme, we performed gene enrichment analysis of upregulated genes in XY and XX when they are compared (Fig. 2D and G). In these upregulated genes in XY Gli1+ Wolffian duct mesenchymal cells (280 genes from E14.5 XY > E14.5 XX and 950 genes from E16.5 XY > E16.5 XX with 175 genes in common between the two stages), myogenesis, epithelial–mesenchymal transition, and apical junction and KRAS signaling were significantly enriched with myogenesis or smooth muscle cell differentiation being the most significant enriched (Fig. 2E). This observation was consistent with the notion that Wolffian duct masculinization was associated with smooth muscle differentiation (34). On the other hand, when analyzing upregulated genes in XX Gli1+ Wolffian duct mesenchymal cells (158 genes from E14.5 XX > E14.5 XY or 762 genes from E16.5 XX > E16.5 XY) (Fig. 2G), we found that the statistically significant pathways were Hedgehog signaling (a morphogen signaling), EMT (features extracellular matrix remodeling), KRAS signaling, IL-6/JAK/STAT3 signaling, and allograft rejection signaling (Fig. 2H), which suggested remodeling in cellular morphology, extracellular matrix, and immune responses during the female fate differentiation of the Wolffian duct mesenchyme.

At mRNA transcriptional level, actions of specific transcription factors (TFs), and accessible chromatin landscape for TF bindings govern cellular state and differentiation (35). To identify TFs that potentially involve in male and female fate differentiation of the Gli1+ Wolffian duct mesenchyme, we determined the upregulated TFs in XY or XX Gli1+ Wolffian duct mesenchymal cells by overlapping the lists of upregulated genes in either of them with the mouse TFs database (36). We also examined TF binding motifs enriched in regions with increased chromatin accessibility in XY Gli1+ Wolffian duct mesenchymal cells (E16.5 XY > E16.5 XX or E14.5 XY > 14.5 XX) and XX (E16.5 XX > E16.5 XY or E14.5 XX > E14.5 XY) with the focus on those distal from transcription start sites, which contain a majority of differential peaks (85.7%, −95.5%, Supplementary Table S1) and are expected to harbor TF-binding motifs critical for cellular differentiation (37, 38). The top 20 motifs enriched in regions of increased chromatin accessibility in XY and XX Gli1+ Wolffian duct mesenchymal cells were shown in Tables S2 to S5. Finally, we overlapped the top motifs enriched at the chromatin regions with increased accessibility with the significantly upregulated TFs (TFs with the expression level TPM <10 were removed) in XY or XX Gli1+ Wolffian duct mesenchymal cells.

For the male differentiation, this overlapping analysis yielded five TFs and their motifs, Tcf21, Hoxc9, Mef2c, Foxl2,and Bach2 (Fig. 2F). Of note, Ar was not in in the list because Ar mRNA level in our RNA-seq datasets was not significantly different between XX and XY Gli1+ Wolffian duct cells on either E14.5 or E16.5, which is consistent with previous findings (17, 39). However, androgen responsive elements (ARE) or AR-associated nuclear receptor motifs were the top motifs in regions with increased chromatin accessibility in XY Gli1+ Wolffian duct mesenchymal cells. This observation demonstrates the benefits of including chromatin accessibility data for our analysis in identifying the predominant actions of AR. Among these five TFs, it has been shown that TCF21 modulates AR transcriptional regulation in vitro cancer cell lines (40); Hoxc9 involves in regionalization of the Wolffian duct (41); and Mef2c (Myocyte-specific enhancer factor 2C) is a target of AR during androgen enhanced myogenesis (42). The roles of Folx2 and Bach2 in Wolffian duct differentiation have not been reported in the literature. These results demonstrate that the male fate differentiation of the Gli1+ Wolffian duct mesenchyme is associated with multiple TFs that are potential critical components in AR regulatory network.

We adopted the same strategy to infer potential TFs in the female fate differentiation of the Gli1+ Wolffian duct mesenchyme (Fig. 2I). The upregulated genes in the XX Gli1+ Wolffian duct mesenchymal cells included dozens of TFs, among which Esr1, Wt1, Hand2, Etv4, Tcf7, and Mafb had their binding motifs enriched in regions with increased chromatin accessibility in XX (E16.5 XX > E16.5 XY or E14.5 XX > E14.5 XY) (Tables S4 and S5). The roles of Wt1 and Hand2 in fetal female reproductive tract development have not been reported. Esr1 mediates estrogen actions and is critical for female reproductive tract function (43). However, the absence of Esr1 does not affect female reproductive development (44). In the absence of either Etv4 or Tcf7, female mice are fertile, suggesting that they play dispensable roles in the female reproductive tract development (45, 46). These observations demonstrate that the repurposing of the Gli1+ Wolffian duct mesenchyme in XX embryos is associated actions of multiple TFs, which are more likely to be the outcome of the female fate differentiation.

Similarities and differences in gene expression between Gli1+ Wolffian duct mesenchyme and Amhr2+ Müllerian tract mesenchyme in the neonatal uterus

Once becoming a part of the female reproductive tract, the Gli1+ Wolffian duct mesenchyme-derived cells exhibited unique distribution along the tract. In the uterus, Gli1+ Wolffian duct mesenchyme was clustered at the mesometrial side, where the uterine horn is connected to blood vessels and the body cavity, with a small number of labeled Gli1+ cells at the antimesometrial side (Fig. 1H and J). Conversely, when we tracked the fate of the Müllerian duct-derived mesenchyme with the Amhr2-Cre; Rosa-tdTomato reporter model, we found that Amhr2+ Müllerian tract mesenchyme contributed to the majority of mesenchymal cells in the oviduct and their localization in the uterus was exclusive to the antimesometrial side (Fig. S3). These results demonstrate that the majority of Gli1+ Wolffian duct mesenchyme gives rise to a mesenchymal population distinct from Amhr2+ Müllerian tract mesenchyme in the female reproductive tract.

To understand molecular similarities and differences between these two mesenchymal populations with their contrast localizations in the uterus (mesometrial vs antimesometrial side), we isolated these two cell types from the respective reporter models using FACS and compared their transcriptomic differences by RNA-seq at birth, when the Wolffian duct mesenchyme has been incorporated into the uterus. Both mesenchymal populations had high expression of typical mesenchymal genes, such as vimentin (Vim) and collagens (Col1a1, Col1a2, and Col3a1). Nevertheless, their transcriptomes differed in 1,705 gene with 1049 genes expressed significantly higher in the Gli1+ Wolffian duct mesenchyme and 656 genes higher in the Amhr2+ Müllerian tract mesenchyme, respectively ( Fig . 3A). To identify what signaling pathways have associations with these genes, we performed ingenuity pathway analysis (IPA) upstream regulator analysis on the genes upregulated in each of the two mesenchymal cells. Interestingly, the analyses of higher expressed genes in these two populations showed enrichment of angiotensin (i.e. angiotensinogen and VEGF) and estrogen (i.e. beta-estradiol and diethylstilbestrol) signaling in common. Nevertheless, in the Gli1+Wolffian duct mesenchyme, the transforming growth factor beta one (TGFβ1) pathway was predicted to be one of the top signaling pathways that lie upstream of the 809 higher expressed genes. On the other hand, in the Amhr2+ Müllerian tract mesenchyme, the WNT/beta-catenin or CTNNB1 pathways was enriched (Fig. 3B). Consistent with this analysis, a downstream target of TGFβ pathway Akap12 (also known as SSeCKS) (47) was upregulated in the Gli1+ Wolffian duct-derived mesenchymal cells and its protein was specifically localized to the Wolffian duct mesenchyme and the mesometrial side of the uterus on E16.5 and 18.5 (Fig. 3C). On the other hand, Hand2, a downstream target of WNT/beta-catenin signaling (48), was expressed higher in Amhr2+ Müllerian tract mesenchyme and its protein was detected on the antimesometrial side of the E14.5 to 18.5 uterus (Fig. 3D). The enrichment of WNT/beta-catenin signaling pathway in Amhr2+ Müllerian tract mesenchyme is consistent with the observation of higher Wnt signaling in uterine antimesometrial side (49). Taken together, our results unequivocally demonstrate the Gli1+ Wolffian duct mesenchyme, which contributes a unique mesenchymal population different from the Amhr2+ Müllerian duct mesenchymal cells in the female reproductive tract.

Fig. 3.

Fig. 3.

Gene expression similarities and differences between the Amhr2+ Müllerian tract mesenchyme and Gli1+ Wolffian duct mesenchyme in the neonatal uterus. (A) Volcano plot displaying differentially expressed genes between Amhr2+ and Gli1+ cells in neonatal uterus. N = 3 in each group. A maximum value of 100 for -log10 (P-value) is assigned so that all genes are shown in the plot. Differentially expressed gene thresholds for significance and fold change are shown as solid lines. (B) The top five upstream regulators enriched in the higher expressed genes in Amhr2+ and Gli1+ cells, respectively. (C) Immunofluorescent staining of AKAP12 in the uterus on E14.5, E16.5, and E18.5; DAPI was used to stain nuclei (gray). (D) Immunohistochemical staining of HAND2 in the uterus on E14.5, E16.5, and E18.5; Nuclei (blue) were stained with hematoxylin. All images in (C and D) are oriented with the mesometrial side of the tissues up and the antimesometrial side down. Pink and blue dashed lines circle Müllerian and Wolffian ducts, respectively. Scale bars in all sections: 50 µm. N = 3 in each time point examined.

Partial ablation of the Wolffian duct mesenchyme stunts the growth of female reproductive tracts ex vivo

Next, we investigated the functional significance of the Gli1+ Wolffian duct mesenchyme in fetal female reproductive tract development by using the tamoxifen-inducible Gli1-CreER; Rosa-tdTomato; Rosa-DTA genetic cellular ablation model. In this model, the tamoxifen treatment not only induces tdTomato expression to label Gli1+ cells, but also turns on the expression of diphtheria toxin or DTA that induces cellular apoptosis specifically in DTA-expressing cells (50). Because Gli1 is expressed in mesenchymal compartments of other critical organs (51), in vivo cellular ablation of Gli1+ cells led to multiple organ failures and embryonic lethality. To circumvent this problem, we performed the ablation experiment in organ culture, which is an established technique to study sexual differentiation of reproductive tracts ex vivo (52). Mesonephroi with Gli1-CreER; Rosa-TdTomato (control group) or Gli1-CreER; Rosa-tdTomato; Rosa-DTA (ablation group) from E14.5 XX embryos were cultured for two days with tamoxifen to induce Cre activities and tdTomato/DTA expression in the Gli1+ Wolffian duct mesenchyme before Wolffian duct regression. Upon the tamoxifen treatment, tdTomato was still specifically expressed in the Gli1+ Wolffian duct mesenchyme in both groups (Fig. S4). However, in the ablation group, we observed a significant increase in the number of apoptotic cells positive for the apoptotic marker, cleaved PARP1 (53) in the mesenchyme (Fig. S4). In addition, the total fluorescence signal of tdTomato in the mesonephroi after the culture was significantly reduced in the ablation group to 60% of that in the control group under the identical imaging setting ( F ig.   4A and C), indicating a partial ablation of the Gli1+ Wolffian duct mesenchyme in the ablation group. Despite that the ablation was partial, we observed a noticeable phenotype that the lumen area of the Müllerian duct in the ablation group was significantly smaller than those in the control (Fig. 4A and D). To further characterize the change in lumen size, we measured a parameter in determining the lumen size, the length of Mullerian duct after 4-day culture. We found that the length of the Mullerian duct was significantly reduced in the ablation group (Fig. S5A). We also cut cross-sections and examined the lumen area and the morphology of epithelial cells. We found the area of epithelial lumen in the cross-section was smaller with less epithelial cells in the ablation group (Fig. S5B and S5C). In addition, the nuclei of oviductal epithelial cells in the ablation group looked wider compared to those in the control group (Fig. S5D). These results indicate that the shortened Müllerian duct, the decreased number of epithelial cells, and altered epithelial shape could contribute to the decrease in lumen size.

Fig. 4.

Fig. 4.

Partial ablation of the Gli1+ Wolffian duct mesenchyme stunts the growth of female reproductive tracts ex vivo. (A) Whole mount tdTomato and bright-field images of the female reproductive tract with ovaries attached in the control (Gli1-CreER+; Rosa-tdTomato+), ablation (Gli1-CreER+; Rosa-tdTomato+; Rosa-DTA), and ablation + IGF1 (Gli1-CreER+; Rosa-tdTomato+; Rosa-DTA with IGF1 treatment) groups after 4-day culture. Scale bars: 1.4 mm. White and black arrows indicate the mesometrial side and Müllerian tract lumen, respectively. (B) Detection of Igf1 in the cranial and caudal sections of the fetal female reproductive tract on E14.5, E16.5, and E18.5 by RNAscope. Pink and blue dashed lines circle Müllerian and Wolffian ducts, respectively. Scale bars: 100 µm. (C) Corrected total fluorescence of cultured female reproductive tracts in control, ablation, and ablation + IGF1 groups. NS: No significant difference. *P < 0.05. (D) Lumen areas (mm2) of the fetal female reproductive tracts in the control, ablation, and ablation + IGF1 groups. N = 4 for the control and ablation + IGF1 groups; N = 5 for the ablation group. *P < 0.05; **P < 0.01; ***P < 0.001.

Next, we investigated how the partial loss of the Gli1+ Wolffian duct mesenchyme led to the reduced lumen areas. It is well established that the paracrine growth factors from the mesenchyme regulates the growth and differentiation of the epithelium (54). Therefore, we searched for known growth factors (55) whose expression was significantly higher in the Gli1+ Wolffian duct mesenchyme than in the Amhr2+ Müllerian duct mesenchyme in our RNA-seq data (Fig. 3A). We then examined the expression pattern of the potential growth factors in fetal female reproductive tract and mouse knockout phenotypes in the Müllerian duct development through the online gene expression and mouse genome informatics databases (56). As a result, we uncovered that growth factors (Angpt1, Angpt2, Bdnf, Fgf7, Fgf12, Igf1, Pdgfa,and Vegfd) were enriched in the Gli1+ Wolffian duct mesenchyme compared to the Amhr2+ mesenchymal cells. Among these factors, the mesenchyme-derived growth factor Igf1 appeared to be a putative candidate with its receptor Igfr1 expressed in the Müllerian duct epithelium (57, 58). Absence of Igf1 or its receptor Igf1r led to hypoplastic reproductive tract organs in the XX embryo (58, 59), indicating the critical roles of lgf1 signaling in the Müllerian duct growth. When we examined spatiotemporal expression of Igf1 in the normal XX embryo, we found its specific and transient expression in the Wolffian duct mesenchyme at the mesometrial side of the caudal mesonephros (future uterus) on E16.5 although it was also expressed in the antimesometrial side of the cranial mesonephros (future oviduct) (Fig. 4B). In addition, Igf1 was colocalized with Gli1 in the Wolffian duct mesenchyme of XX embryos (Fig. S6A). We also examined the expression of Igf1 mRNA in the cultured Müllerian ducts by RT-PCR and found that Igf1 expression was not significantly different between the control and ablation group (Fig. S6B). The RT-PCR technique is used to quantify the average expression of a gene in all the cells of collected tissues. These results suggest that the ablation of Gli1+ cells didn't change the average expression of Igf1 in cells of cultured Müllerian duct but could reduce the number of IGF1 production cells.

These observations prompted us to investigate whether IGF1 was able to rescue the phenotype of the stunted growth of the Müllerian duct in the ablation group, where the ablation of Gli1+ mesenchymal cells could lead to the decrease in mesenchymal IGF1 production. We supplemented exogenous IGF1 in the media of the ablation group and found that IGF1 treatment did not affect the ablation efficacy in the ablation groups (Fig. 4A and C). However, the phenotype of the decreased lumen areas was partially rescued in the ablation group with IGF1 treatment (Fig. 4A and D). Taken together, these results indicate the Gli1+ Wolffian duct mesenchyme is critical for the proper growth of the fetal female reproductive tract, probably through the paracrine growth factor IGF1.

Discussion

We provide the molecular and genetic evidence for the dual origins of mesenchymal tissues in the female reproductive tract. We used in vivo genetic cell tracking approach to reveal that the Gli1+ Wolffian duct mesenchyme continues to exist in the developing female reproductive tract, corroborating with another study with slightly different approach (60). We also revealed transcriptome and chromatin accessibility changes in sexual differentiation of the Gli1+ Wolffian duct mesenchyme, transcriptomic similarities and differences between the Gli1+ Wolffian duct mesenchyme and the Amhr2+ Müllerian duct mesenchyme, and the functional significance of the Gli1+ Wolffian duct mesenchyme in the fetal growth of the female reproductive tract ( Fig.   5).

Fig. 5.

Fig. 5.

The model summarizing the major results on the fates and roles of the Gli1+ Wolffian duct mesenchyme in reproductive tract development. At the onset of sexual differentiation of reproductive tracts (E14.5 in the mouse), the XX embryo possesses both the Wolffian duct (WD) and the Müllerian duct (MD), which are surrounded by their own mesenchymes, the Wolffian duct mesenchyme (WDM) and Müllerian duct mesenchyme (MDM). The WDM and MDM are localizated in the mesometrial and antimesometrial side of the mesonephros, respectively. On E16.5, the WD epithelium in the XX embryo degenerates in the absence of androgen, while the WD mesenchyme (WDM) is maintained and differentiates into a part of the mesenchymal compartment of the oviduct and uterus on E18.5 (birth). During the female fate differentation from E14.5 and E16.5 in the XX embryo, the WDM undergoes cellular remodeling and increases chromatin accessibility in regions enriched with ERE+. The WDM also produces IGF1 transiently to facilitate the growth of the MD. In the E18.5 uterus, the WDM derived cells reside predominatly in the mesometrial side with specific expression of AKAP12 and higher TGFB1 sginaling; on the other hand, the MDM-derived cells are exclusively localized in the antimesometrial side with specific expression of HAND2 and higher WNT signaling. In the XY embryo, the WDM differentiates into smooth muscle (SM) cells from E14.5 to E16.5 under the action of androgens. During the male fate differentiation, the WDM in the XY embryo increases chromatin accessibility in regions enriched with androgen response element (ARE+) and express higher SM differentiation related TFs.

The Wolffian duct mesenchyme gives rise to a distinct mesenchymal population for uterine formation after sexual differentiation of reproductive tracts

Although the critical roles of mesenchyme in female reproductive tract development are well established, our understanding about the embryonic origin of its mesenchymal tissues has not been complete. When using the Amhr2-cre; Rosa-LacZ mouse line to track the Müllerian duct mesenchyme that expresses Amhr2 in the female mouse embryo, all the LacZ positive mesenchymal cells are located at the antimesometrial side of the uterus and never observed in the mesometrial side (61). Our results from the Amhr2-Cre; Rosa-Tomato model also confirm this observation. This absence of Amhr2+ cells in the mesometrial side cannot be due to inefficient Cre activities because the Cre is under the control of Amhr2 promoter, and endogenous Amhr2 expression is also absent at the mesometrial side (22). These results demonstrate that the entire Amhr2+ Müllerian duct mesenchyme contributes to mesenchymal tissues predominantly at the antimesometrial side of the uterus. As a result, when using Amhr2-Cre to ablate critical genes for female reproductive tract development and function, the ablation and phenotype only occurs in the antimesometrial side (62–64). For example, when β-catenin, the intracellular signaling transducer of the canonical WNT pathway, was inactivated in the Amhr2-Cre; Ctnnb1-flox conditional knockout mouse, only at the antimesometrial side did mesenchymal cells become deficient in smooth muscle differentiation. Those at the mesometrial side remained intact and differentiated normally into myometrium (62, 63). These observations imply the presence of a distinct mesenchymal populations in the mesometrial side of the uterus.

Using in vivo genetic lineage tracing, we reveal that the Gli1+ Wolffian duct mesenchyme gives rise to these mesenchymal cells predominantly at the mesometrial side of the uterus. Some mesenchymal cells at the mesometrial side also express Amhr2 (65, 66) (Fig. S1A). Conversely, only few Gli1+ mesenchymal cells are Amhr2+ at the time of tamoxifen-induced labeling (E14.5). These labeled Gli1+ mesenchymal cells are predominantly at the mesometrial side where Amhr2+ cells are rarely found. Therefore, a majority of labeled Gli1+ cells are derived from the Wolffian duct mesenchyme not from the Mullerian duct mesenchyme. Transcriptomic analysis and specific gene expression examination reveal gene expression similarities and differences between mesenchymal populations at the mesometrial and antimesometrial side of the uterus at birth. Both mesenchymal populations express typical mesenchymal markers (Vim, Col1a1, Col1a2, and Col3a1) and show enrichment of angiotensin and estrogen signaling in higher expressed genes in them. However, compared to the Amhr2+ Müllerian duct mesenchyme, the Gli1+ Wolffian duct mesenchyme seems to be conditioned with smooth muscle differentiation signaling. For example, Tgfβ1 signaling, one major driver for smooth muscle differentiation (67), and its downstream gene AKAP12 is enriched only in the Gli1+ Wolffian duct mesenchyme. On the other hand, the Müllerian duct mesenchyme-specific gene Hand2 is exclusively expressed in the stroma and remains absent in the smooth muscle layer in the postnatal uterus (68).

We also found that, after birth, the localization of Wolffian duct mesenchyme-derived cells remain at the mesometrial side of the uterus. It is well-noted that the mesometrial and antimesometrial mesenchyme in the uterus exhibit differential expression in postnatal development and function. In postnatal development, the Amhr2+ Müllerian duct mesenchyme (giving rise to the antimesometrial mesenchyme) had higher WNT signaling activity, which is essential for limiting gland formation to the antimesometrial side of the uterus (49). During pregnancy, estrogen and progesterone receptors (PGR) coordinate actions of estrogen and progesterone in the preparation of the uterus for implantation and placentation, which occur at the antimesometrial and mesometrial side, respectively (69, 70). Interestingly, dynamic and differential expression of estrogen receptor α (ESR1) and PGR are observed between mesenchymal cells at the mesometrial and antimesometrial poles during pregnancy (71, 72). Multiple single cell RNA transcriptomic studies have revealed mesenchymal heterogeneity in the uterus and have identified several stromal populations in the uteri at the age of postnatal 6 (2 mesenchymal populations, inner and outer stromal populations) (66), postnatal 12 (4 mesenchymal populations) (73), and in the adult uterus on the estrus stage (3 populations of fibroblasts and 2 population of perivascular cells) (74). However, the spatial expression of marker genes for these mesenchymal populations along the mesometrial–antimesometrial axis were not examined in these studies. Our discovery of the differential embryonic origins of mesometrial and antimesometrial mesenchyme in the uterus has potential implications in the differential gene expression along the mesometrial–antimesometrial pole for gland formation and uterine functions.

The transcriptome and chromatin accessibility analyses during sexual differentiation highlight how hormonal environment alters the fate of the Wolffian duct mesenchyme

The contribution of Wolffian duct mesenchyme to the female reproductive tract demonstrates that the Wolffian duct mesenchyme is bipotential with sexually dimorphic differentiation capacity. Androgen is known to be the predominant hormone for masculinizing Wolffian ducts and promoting the differentiation of the Wolffian duct mesenchyme into smooth muscle cells in the male embryo (18, 34). Our observations of myogenesis as the top signaling pathway in the upregulated genes in the Wolffian duct-dervied mesenchymal cells and increased chromatin accessibilities in genomic regions harboring the top motif ARE corroborate with this notion. On the other hand, in the female embryo where androgens are absent, the differentiation of the Wolffian duct mesenchyme into smooth muscle cells does not occur. Although these mesenchymal cells remain undifferentiated in the female embryo, their chromatin accessibility increases in genomic regions containing multiple TF motifs with estrogen receptor α (ESR1) as the top one. These observations suggest that the estrogen action may play a role in modulating the epigenetic landscape in the Wolffian duct mesenchyme in the female embryo. The existence of the ESR1 action in the fetal reproductive tract tissues in the female embryos has been supported by the expression of Esr1 (75) and ESR1 (76) in the mesonephric mesenchyme and detection of widespread ER transcriptional activities in the estrogen response element (ERE)-luciferase reporter mouse (77). Consistent with these results on the ESR1 action, we observed increased expression of Igf1, a classic ESR1 transcriptional target gene in the mesometrial mesenchyme of the uterus (78). In spite of the action of ESR1 in the female embryo, the Esr1 knockout female mouse appears to have normal morphology and histology of the female reproductive tract (44). However, a recent study using the aromatase knockout mouse (the critical enzyme for estrogen production) demonstrates that the lack of peri- and postpubertal estrogen diminished uterine responses to estrogen later in life (79). Therefore, these observations raise the possibility that the fetal estrogen/ESR1 signaling plays a role in establishing the epigenetic landscape for optimizing the Wolffian duct mesenchyme's responsiveness to estrogen when it is incorporated into the female reproductive tract.

The Wolffian duct mesenchyme provides critical paracrine growth factors for Müllerian duct development after sexual differentiation of reproductive tracts

Extensive studies have focused on the functional significances of the Wolffian duct in early formation of the Müllerian duct. However, our results indicate that in the female embryo, the remaining mesenchyme of the Wolffian duct still plays a role after Wolffian duct regression and provides critical paracrine growth factors for the Müllerian duct growth. Although we focused on Igf1 that is expressed higher in mesometrial side where the Gli1+ Wolffian duct mesenchyme are localized, IGF1 supplementation did not completely rescue the phenotype of decreased lumen expansion in the ablation group. These results indicate other paracrine growth factors from the Wolffian duct mesenchyme may also contribute to the fetal growth of the Müllerian duct. A complementary experiment that ablates the Amhr2+ Müllerian duct mesenchyme in the female reproductive tract was performed by ectopic postnatal AMH administration (PND1 to 6) to the female rats (66). The AMH treatment inhibited Amhr2+ subluminal mesenchyme expansion and led to stromal hypoplasia and dysregulated mesenchymal paracrine signals. Consequently, these treated female rats failed to develop uterine gland formation and were infertile at adulthood. It would be intriguing to investigate the impact of the loss of the Wolffian duct mesenchyme on postnatal development and function of the female reproductive tract using our Gli1+ cell ablation model. However, the expression of Gli1 in other tissues at the fetal stage (51) and its ubiquitous expression in the mesenchyme of the female reproductive tract after birth (80) preclude the use of our Gli1-CreER; Rosa-DTA model from specifically ablating the Wolffian duct mesenchyme or its derived cell to determine its postnatal functions.

Taken together, our discovery of the contribution of the Wolffian duct mesenchyme to the female reproductive tract not only provides new perspectives on sexual differentiation of reproductive tracts but also potentially promotes our understanding of disorders of sexual development.

Materials and Methods

Animals

Gli1-CreER knock-in mice (stock# 007,913) on mixed genetic backgrounds (Swiss Webster and C57BL/6 J), Rosa-tdTomato (stock# 007,909) on the C57BL/6 J genetic background, Rosa-DTA (stock# 006,331) on mixed genetic backgrounds (C57BL/6 J and CD1), and Gli1-LacZ (#008,211) on mixed genetic backgrounds (Swiss Webster and 129S1/SvImJ) were purchased from the Jackson Laboratory (Bar Harbor, ME). Amhr2-Cre was derived from previously described colony (81) and maintained on C57BL/6 J genetic background. CD-1 mice were from in-house CD-1 colony. Timed mating was produced by housing two or three females with a male. Vaginal plugs were checked daily and the day when the vaginal plug was found was designated as embryonic day E0.5. All animal procedures were approved by the National Institute of Environmental Health Sciences (NIEHS) and the University of Wisconsin-Madison (UW-Madison) Animal Care and Use Committees and are in compliance with our NIEHS and UW-Madison approved animal study proposals and public laws. Genotyping was determined by Transnetyx or PCR based on genotyping protocols provided by the Jackson Laboratory. All experiments were performed on at least three animals for each genotype.

Tamoxifen treatment

CreER activity was induced by intraperitoneal injection of tamoxifen (1 mg/dam per day) (T-5648, Sigma-Aldrich) per mouse in corn oil, receptively. The dose and timing of tamoxifen treatment were as follows: in Fig. 1, tamoxifen injection was performed on E13.5 and E14.5 in XX embryos to label Gli1+ Wolffian duct mesenchyme; in Fig. 2, to increase the number of collected cells from fetal tissues after sorting, tamoxifen was injected on E12.5 and E13.5; in Fig. 3, tamoxifen was injected on E13.5 and E14.5 in both Gli1-CreER; Rosa-Tomato and Amhr2-Cre; Rosa-Tomato models to ensure collected Tomato+ mesenchymal cells were both exposed to the same tamoxifen treatment; in Fig. 4, the active metabolite of tamoxifen in vivo, 4-hydroxytamoxifen (H7904, Sigma) was used in ex vivo cultured E14.5 mesonephroi for 2 days. We used E14.5 mesonephroi for organ culture experiments because morphologies of earlier tissues were not able to be maintained during culture. The specificity of Gli1-CreET; Rosa-Tomato genetic lineage tracing were confirmed in our previous study (82).

C-section and pup fostering

Tamoxifen injection during pregnancy results in dystocia. To avoid the loss of pups due to dystocia, C-section was performed on the expected day of delivery (E18.5 or E19.5) following NIEHS SOP on Caesarian Section Rederivation (Terminal). Briefly, forceps and blunt scissors were used to incise the uterus, rupture amniotic sacs, and clamp the cord of the pups. Once all pups were free of the uterus, fluid from the nose and mouth of each pup were cleared using sterile cotton swabs. Pups were stimulated to breathe by rolling swabs length wise along the pup from mouth to anus. When all pups were breathing regularly without stimulation, and pup color was pink, the rederived pups were fostered to the CD-1 mom whose pups were removed. To ensure the success of fostering, CD-1 foster moms who delivered less than 3 days ago were used. The fostered pups were monitored closely for any signs of abandonment or cannibalism.

LacZ staining

The LacZ staining solution was made by dissolving X-gal (Invitrogen) into dimethylformamide to make 40 mg/ml stock solution. The working solution was further prepared by diluting the stock solution to 1 mg/ml in prewarmed tissue stain base solution (Chemicon). Fresh tissues haboring Amhr2-Cre; Rosa-Tomato; Gli1-LacZ were fixed in 4% paraformaldehyde in 1×PBS at 4°C for 1 h and then stained in the LacZ staining solution at 37°C for 1 to 2 h followed by further fixation in 4% paraformaldehyde/PBS at 4°C overnight.

Immunofluorescence

Tissues were fixed in 4% paraformaldehyde at 4°C overnight. The tissues and sections were processed for immunostaining as previously described (52). Tissues were dehydrated, embedded, and cyrosectioned at 10 µm. The sections were treated for antigen retrieval using commercial antigen unmasking solution (H-3300, VECTOR) and underwent immunostaining procedures. The following primary antibodies were used: rabbit anti-PAX2 (1:200, PRB-276P, Covance), rabbit antialpha-smooth muscle (1:200, ab5694, Abcam), mouse antivimentin (1:300, Abcam, ab8978), rabbit anti-AKAP12 (83) (1:500, a gift from Irwin H. Gelman, Roswell Park Cancer Institute), rabbit anti-Cleaved PARP1(1:300, Abcam, ab32064). The secondary antibodies conjugated with different fluorescent dyes were used (1:200): Alexa Fluor@ 647 donkey antimouse IgG and Alexa Fluor@ 488, 568, or 647 donkey antirabbit IgG (Invitrogen). All the sections were imaged under a Leica confocal microscope.

For quantifying the number of cleaved PARP1+ cells (the apoptotic cells), at least eight serial sections with 75 µm apart between each section from each cultured tissue were pictured.

Immunohistochemistry

Frozen sections were treated for antigen retrieval using commercial antigen umasking solution (H-3300, VECTOR). Endogenous peroxidase was inactivated with 3% H2O2 (H325, Fisher Scientific). Sections were incubated with blocking reagent, with primary antibodies goat polyclonal anti-HAND2 (Santa Cruz, sc-9409, a gift from Francesco DeMayo's lab at NIEHS) at 4°C overnight. Sections was washed three times, and then incubated with biotinylated antirabbit secondary antibody (#94,583, Jackson ImmunoResearch) for 30 min at room temperature. Sections were then incubated with ABComplex/HRP (Vectastain ABC kit, VECTOR), and DAB substrate (SK4100, VECTOR), counterstained with hematoxylin (HHS16, Sigma), and mounted for imaging.

RNAscope

RNAscope was performed in formalin fixed paraffin embedded tissues using RNAscope 2.5 HD Detection Reagent (for the detection of Igf1) and RNAscope Duplex Detection Kit (for dual detections of Amhr2 and Gl1i; and Igf1 and Gli1) according to the manufacturer's instructions (Advanced Cell Diagnostics, Newark, CA, USA). Tissues were fixed in fresh 10% formalin for 24 h at the room temperature. After fixation, tissues were processed, embedded in paraffin, sectioned at 5 µm, deparaffinized, and rehydrated. Then sections were treated with antigen retrieval buffer and proteinase. Sections were exposed to Igf1 (443,901) or Amhr2 (489,821) + Gli1 (311,001-C2) probes and incubated at 40°C in a hybridization oven for 2 h. Following a series of rinsing, for the single detection of Igf1, the signaling is amplified and stained with a red substrate; for the dual detection, Amhr2 and Gli1 signaling or Igf1 and Gli1 signaling were amplified using amplifier conjugated horseradish peroxidase and alkaline phosphatase, respectively. Then, sections were incubated sequentially with a green and then a red substrate solution to generate chromogenic colors for Amhr2 and Gli1 expression, respectively. After the staining, all the sections were counter-stained with Gill's hematoxylin I, air-dried, and mounted. All sections are imaged under a Zeiss compound microscope.

Ex-vivo organ culture

E14.5 mesenephroi with ovaries attached were cultured at 37°C with 5% CO2/95% air on MilliCELL-CM culture plate insert 0.4 µm filters (Millipore) in Dulbecco's Minimal Eagle Medium: Nutrient Mixture F-12 (DMEM/F12) supplemented with 10% fetal calf serum (Hyclone), and 100 U/ml penicillin–streptomycin in the presence of and 500 nM 4-hydroxytamoxifen (H7904, Sigma) and 200 ng/ml SHH (464-SH-025, R&D system). The hydroxytamoxifen is the active metabolite of tamoxifen in vivo for inducing the nuclear translocation of CreER to elicit gene recombination (84). The supplementation of SHH enhanced CreER expression and thus the CreER mediated ablation efficiency. After 48 h of culture in the presence of SHH and 4-hydroxytamoxifen, tissues were cultured for another 48 h with or without IGF1 (291-G1-200, R&D system). After culture, the whole tissues were imaged under a fluorescence stereo microscope for tdTomato expression and bright-light images. ImageJ was used to quantify the corrected total fluorescence (85) and lumen areas of the whole mount tissues.

Fluorescence-activated cell sorting

After tamoxifen treatment at the dose of 1 mg per dam on E12.5 and E13.5, tomato+ cells were isolated from E14.5 and E16.5 Gli1-CreER+; Rosa-tdTomato+ mesonephroi, E19.5 Gli1-CreER+;Rosa-tdTomato+ uterus or E19.5 Amhr2-Cre+;Rosa-tdTomato+ uterus using the following protocol for tissue dissociation. Tissues were dissected in cold 1xPBS and enzymatically dissociated in TrypLE Express (Gibco, 12,604–013–no phenol red) at 37°C for 20 to 30 min with 1000 rpm shaking in a VorTemp 56 Shaking Incubator (Labnet). Cells were further dissociated mechanically using a P200 pippette. After quenching enzyme activities by addition 2 volume of sorting buffer (1% FBS in 1xPBS), cell were pelleted for 10 min at 500 g at 4°C and suspended in sorting buffer, which was added through the cell strainer in the cap (remove tissue clogs) to 5 ml polystyrene round-bottom tube (#352,235, Falcon). Cell sorting was performed on a BD FACS Aria II in the NIEHS Flow Cytometry Center and tdTomato+ cells were collected in 5 ml polystyrene round bottom tube that had been coated in sorting buffer overnight.

RNA extraction, RT-PCR, and RNA-seq

Each group in RNA-seq experiments had three biological replicates with each pooled from cells in two or three times cell sortings. RNA extractions were performed using PicoPure RNA Isolation Kit (Life Technologies, USA) according to the manufacturer's protocol.

For RT-PCR, cDNA was synthesized from 150 ng RNA using the Superscript II cDNA synthesis kit (Invitrogen, USA). SYBR primer pairs (Igf1 forward: 5′-CTGGACCAGAGACCCTTTGC-3′; reverse: 5′-GGACGGGGACTTCTGAGTCTT-3′) were used to run thermal cycles in the Bio-Rad CFX96 Real-Time PCR Detection System. All samples were analyzed in duplicate and normalized to the housekeeping gene Gapdh (forward: 5′-AGGTCGGTGTGAACGGATTTG-3′; reverse: 5′-TGTAGACCATGTAGTTGAGGTCA-3′). The relative expression was reported as a ratio of the expression of genes in the ablation group relative to those of the control group.

For RNA-seq, the quality of RNA was measured in a 2100 Bioanalyzer Instrument (Agilent) with bioanalyzer high-sensitivity RNA kits according to the manufacturer's protocol. The RNA integrity numbers (RINs) of RNAs were all above 9.7. The RNA concentration was measured in a Qubit Fluorometer (Thermo Fisher Scientific). For sorted Gli1+ mesenchymal cells, 250 ng RNA was used to generate libraries using TruSeq RNA nonstranded kit (Illumina), which were sequenced in NextSeq 500 platform at NIEHS Epigenomics Core with the sequencing parameter, single-end 75 nt reads. For sorted Gli1+ and Amhr2+ cell from E19.5 uterus, TruSeq Stranded mRNA kit was used to generate libraries that were sequenced by ActiveMotif on the Illumina platform with the sequencing parameter, paired-end 75 nt reads.

ATAC-seq

ATAC-seq was performed with Illumina Nextera DNA preparation kit (Illumina, FC-121-1030) according to the previous protocol (86). Two replicates were included in each group. A total of 20,000 sorted tdTomato+ cells from Gli1-CreER+;Rosa-tdTomato+ E14.5 and E16.5 mesonephroi were collected and permeabilized with ice cold lysis buffer. The transposition reactions were carried out at 37°C for 30 min in 50 µl volume containing 25 µl 2× TD buffer, 2.5 µl transposase (100 nM final), 16.5 µl PBS, 0.5 µl 1% digitonin, 0.5 µl 10% Tween 20, and 5 µl H2O. Digested DNA was purified with Zymo DNA Clean and Concentrator-5 Kit (cat# D4014). Library preamplification was done with KAPA HiFi HotStart ReadyMix PCR Kit. Thermocycler conditions were 72°C for 5 min, 98°C for 30 s, followed by five cycles of 98°C for 10 s, 63°C for 30 s, and 72°C for 1 min, and then hold at 4°C. The qPCR amplification using 5 µ of preamplified mixture was performed to determine additional cycles, which were between 5 and 6. Final amplification was performed with the remainder of the preamplified DNA and final PCR products were purified with Zymo DNA Clean and Concentrator-5 Kit and eluted in 20 µl H2O. KAPA Pure beads were used to size select 150 to 450 bp DNA fragments (×0.6 and ×1.5 cut). The size selected library was measured in a Cubic II for concentration and in a Bioanalyzer for size distribution, and sequenced in NextSeq 500 platform at NIEHS Epigenomics Core. Sequencing parameter was paired-end 2 × 35 nt reads.

Bioinformatic analyses of next-generation sequencing data

For analysis of the RNA-seq datasets, raw sequences were filtered to remove all reads with mean base quality score <20; for paired-end data, both reads were required to pass this filter. Filtered reads were mapped against the mm10 reference assembly by STAR v2.5 (87) with parameters “–outSAMattrIHstart 0 –outFilterType BySJout –alignSJoverhangMin 8 –limitBAMsortRAM 55000000000 –outSAMstrandField intronMotif –outFilterIntronMotifs RemoveNoncanonical.” Counts per gene were determined via featureCounts (Subread v1.5.0-p1) (88) with parameters “-s0” for the unstranded single-end data or “-s2 -Sfr -p” for the stranded paired-end data. Evaluated gene models are GENCODE VM18 annotations, as defined in the wgEncodeGencodeBasicVM18 table downloaded from the UCSC Table Browser (https://genome.ucsc.edu/cgi-bin/hgTables) on 2018 December 17. Entries were associated with Entrez gene identifiers when possible. Differential expression analysis was performed with DESeq2 v1.14.1 (89) in R v3.3.2. Differentially expressed gene thresholds were set at FDR 0.05, fold change 1.5, and minimum average TPM 1. Pathway analysis was performed in Enrichr (90) by job submission at https://maayanlab.cloud/Enrichr/. Presented results are from MSigDB Hallmark 2020, with significant pathways identified at adjusted P-value <0.05. For the E19.5 Gli1+ and Amhr2+ mesenchyme dataset, upstream regulatory analysis was performed according to the IPA guidelines (91).

For analysis of the ATAC-seq dataset, raw sequences were filtered to remove all pairs with mean base quality score <20 for either read. Filtered read pairs were mapped against the mm10 reference assembly by Bowtie v1.2 (92) with parameters “-m 1 -X 2000 –chunkmbs 1024.” Hits to chrM were discarded via samtools v1.3.1 (93). Duplicate mapped read pairs were removed by Picard tools MarkDuplicates.jar (v1.110) (http://broadinstitute.github.io/picard). Downstream analysis considered only the 9 bp at the 5′ end of each read. Peak calls per sample were made by MACS2 v2.1.1 (94) with parameters “callpeak -g mm -q 0.0001 –keep-dup=all –nomodel –extsize 9,” followed by combining nearby peaks via BEDTools v2.24.0 (95) “merge -d 200.” From the initial peak sets, a single set of unified peaks was generated to facilitate comparisons across samples. The unified peaks were defined by collapsing peaks from all samples and collecting regions that overlapped a called peak from two or more samples. Nearby unified peaks were combined via BEDTools v2.24.0 “merge -d 200,” and then filtered to require a minimum length of 50 bp. ATAC-seq signal per peak was determined with BEDTools v2.24.0 coverage with the “-counts” option. EdgeR v3.16.5 (96) in R v3.3.2 was used to identify differential ATAC-seq signal between sample groups at FDR 0.01. Differential peaks were stratified into TSS proximal or TSS distal subsets based on a distance cutoff of 1 kb. Enriched motif analysis was performed by HOMER v4.10.3 (97) findMotifsGenome.pl with “-size given” after expanding differential peaks to a minimum width of 200 bp; results presented here are for queries limited to peaks more than 1 kb from the nearest annotated TSS (distance measured after expansion to minimum 200 bp size).

PCA plots were generated with the plotPCA function in DESeq2 v1.14.1, using the default setting of 500 most variant entries (either genes or ATAC-seq peak regions).

Quantifications of the Müllerian duct length, the lumen area of cross section, and the number of epithelial cells per cross section

ImageJ was used to calculate these parameters. The Müllerian duct length was measured from the ovarian end of the infundibulum to the uterine cervical junction. Measurements of three to five sections per cultured Müllerian duct were averaged for determining the average lumen area per cross section and the average number of epithelial cells per cross section.

Statistical analyses

A minimum of three biological replicates were used in each examined point in lineage tracing, immunofluorescence, immunohistochemistry, and RNA-scope. Quantitative data are presented as mean ± SEM and the sample sizes are indicated in figure legends. One-way ANOVA test was used for evaluating significant differences among three groups in Fig. 4C and D. Two-tailed Student's t-test was used for evaluating significant differences between control and ablation groups in Figs. S4E, S5A to C, and S6B. The significance level was set at P < 0.05.

Supplementary Material

pgac182_Supplemental_Files

ACKNOWLEDGEMENTS

We are thankful to the NIEHS Epigenomics and DNA Sequencing Core for the RNA-seq and ATAC-seq sequencing; Maria Sifre at the NIEHS Flow Cytometry Center for her help with cell sorting; Comparative Medicine Branch for mouse colony maintenance; Dr. Hongyao Yu in Dr. Guang Hu's Group at the NIEHS for his assistance with ATAC-seq; and Paula Brown and Karina Rodriguez in Dr. Yao's lab for their help with IPA analysis and preparing and shipping samples and mice.

Notes

Competing Interest: The authors declare no competing interest.

Contributor Information

Fei Zhao, Reproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA.

Sara A Grimm, Integrative Bioinformatics Support Group, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA.

Humphrey Hung-Chang Yao, Reproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA.

Funding

This work was supported by the Intramural Research Program of National Institute of Environmental Health Sciences (Z01-ES102965 to H.H.C.Y.) and the National Institute of Child Health and Development (R00-HD096051 to F.Z.).

Authors' Contributions

F.Z. performed most of the experiments; S.J. performed staining and quantifications of lumen areas and fluorescent signaling in Fig. 4 and Figs. S4 to S6; F.Z. and H.H.C.Y. designed the study, analyzed the data, and wrote the paper; S.A.G. analyzed the next-generation sequencing data and edited the paper.

Data Availability

All data are available in the main text or the supplementary material upon reasonable request. RNA-seq and ATAC-seq data have been deposited in the GEO database under the accession code GSE179876.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

pgac182_Supplemental_Files

Data Availability Statement

All data are available in the main text or the supplementary material upon reasonable request. RNA-seq and ATAC-seq data have been deposited in the GEO database under the accession code GSE179876.


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