Abstract
Zygotic genome activation (ZGA) marks the beginning of the embryonic program for a totipotent embryo, which gives rise to the inner cell mass (ICM) where pluripotent epiblast arises, and extraembryonic trophectoderm. However, how ZGA is connected to the first lineage segregation in mammalian embryos remains elusive. Here, we investigated the role of nuclear receptor (NR) transcription factors (TFs), whose motifs are highly enriched and accessible from the 2-cell (2C) to 8-cell (8C) stages in mouse embryos. We found that NR5A2, an NR TF strongly induced upon ZGA, was required for this connection. Upon Nr5a2 knockdown or knockout, embryos developed beyond 2C normally with the zygotic genome largely activated. However, 4–8C-specific gene activation was substantially impaired and Nr5a2-deficient embryos subsequently arrested at the morula stage. Genome-wide chromatin binding analysis showed that NR5A2-bound cis-regulatory elements in both 2C and 8C embryos are strongly enriched for B1 elements where its binding motif is embedded. NR5A2 was not required for the global opening of its binding sites in 2C embryos but was essential to the opening of its 8C-specific binding sites. These 8C-specific, but not 2C-specific, binding sites are enriched near genes involved in blastocyst and stem cell regulation, and are often bound by master pluripotency TFs in blastocysts and embryonic stem cells (ESCs). Importantly, NR5A2 regulated key pluripotency genes Nanog and Pou5f1/Oct4, and primitive endoderm regulatory genes including Gata6 among many early ICM genes, as well as key trophectoderm regulatory genes including Tead4 and Gata3 at the 8C stage. By contrast, master pluripotency TFs NANOG, SOX2, and OCT4 targeted both early and late ICM genes in mouse ESCs. Taken together, these data identify NR5A2 as a key regulator in totipotent embryos that bridges ZGA to the first lineage segregation during mouse early development.
Subject terms: Pluripotency, Transcriptional regulatory elements
Introduction
Following fertilization, the global transcription of the embryo is initially silenced.1 After a few cell cycles, thousands of zygotic transcripts are produced, known as zygotic genome activation (ZGA).2 ZGA can be divided into two waves: the minor ZGA and major ZGA, which occur at the middle 1-cell (1C) stage and late 2-cell (2C) stage in mice, respectively.3 By the 8-cell (8C) stage, blastomeres could still contribute to all lineages in chimeric mice4–6 and were considered as totipotent states in a broad definition.7 At the late 8C stage, the mouse embryo starts to compact and further divide, ultimately giving rise to two lineages: inner cell mass (ICM) which includes the founder of pluripotent cells, and trophectoderm (TE), which develops to the extraembryonic layer.8 ICM subsequently gives rise to Nanog-expressing pluripotent epiblast and Gata6-expressing primitive endoderm (PrE) at E4.5.9 The epiblast cells are the origin of all future embryonic lineages.10 The naïve pluripotency can be captured in vitro through the derivation of embryonic stem cells (ESCs) from ICM. The core pluripotency transcription factors (TFs) NANOG, SOX2 and OCT4 (NSO) cooperatively regulate the intrinsic pluripotency transcription network.9,11–13 Besides, ESCs also express “ancillary” pluripotency regulators, such as ESRRB, KLF4, SALL4, and TBX3, which can enhance the pluripotency network.8 Despite remarkable progress in understanding the pluripotency regulation, how ZGA is connected to the pluripotency establishment remains elusive to date.
Recently, with the advance of ultra-sensitive chromatin analysis approaches, dramatic reprogramming of chromatin landscapes has been revealed in early mammalian embryos.2,14 These chromatin maps also identified putative regulatory elements that exhibit highly dynamic activities in early embryogenesis, which may recruit master TFs to regulate the transcription network. However, the identities of these TFs and how their interactions with cis-regulatory elements govern transcription circuitry remain poorly understood. Notably, TFs can be inferred from motifs embedded in regulatory elements identified by assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq) or DNase I hypersensitive site sequencing.15,16 Interestingly, the motifs of nuclear receptor (NR) family factors such as NR5A2 and RARG are overrepresented in the accessible putative regulatory elements in mouse 2–8C embryos.17 NRs are structurally conserved, ligand-dependent TFs, with diverse functions in cell proliferation, metabolism, stem cell pluripotency, and homeostasis.18 For example, RARG was shown to participate in the 2C-like-cell program,19 although its deficiency alone was compatible with mouse early development likely due to redundancy from the RAR family.20,21 NR5A2 was suggested to bind phosphatidyl inositol, although murine NR5A2 appears to have lost the ligand binding ability and becomes ligand-independent during evolution.22 NR5A2 is also closely linked to pluripotency regulation. Nr5a2 is essential for early embryogenesis and regulates the expression of Pou5f1 in the epiblast.22–24 In mouse ESCs (mESCs), NR5A2 is regulated by canonical Wnt/β-Catenin signaling and in turn directly controls pluripotency genes Oct4, Nanog, and Tbx3.25 Furthermore, NR5A2 can induce epiblast stem cell into ground-state pluripotency,26 and replace OCT4 in iPSC reprogramming.24 ESRRB and NR5A2 cooperatively play essential roles as auxiliary factors of OCT4 and SOX2 for the core-pluripotent network in mESCs.27 These studies underscore the potential roles of NR TFs in early development and pluripotency regulation. However, how these TFs interact with chromatin and govern transcription circuitry in vivo remains poorly understood.
Here, we screened for NR TFs that may potentially function in early embryos after ZGA and identified NR5A2 as a critical regulator for mouse early development. Knockdown (KD) or knockout (KO) of Nr5a2 impaired the activation of 4–8C genes and led to embryonic arrest around the morula stage. Using CUT&RUN, we profiled NR5A2 chromatin occupancy at the 2C and 8C stages, and revealed that NR5A2 directly activated 4–8C gene programs including a set of key pluripotency genes. Furthermore, it opened a set of regions specifically activated at the 8C stage and bound by master pluripotency TFs such as NSO in blastocyst or mESC. These data suggest that NR5A2 plays a critical role in regulating early embryo development by connecting ZGA to the first lineage specification program.
Results
NR TFs regulate mouse early development
To identify putative key TFs functioning between ZGA and the first lineage segregation in mouse early development, we firstly investigated the regulatory elements from our previous ATAC-seq data,17,28 which showed strong enrichment of motifs of NR TFs, including NR5A2 and RARG, from the 2–8C stages (Fig. 1a). Consistently, these two TFs were highly activated upon ZGA but their expression declined after the 8C stage (Fig. 1b, right). As a comparison, pluripotency TFs NSO’s motifs were enriched in ICMs and mESCs, paralleled by their expression dynamics (Fig. 1a). NR5A2 protein was undetectable in oocytes under our condition, consistent with its weak transcription levels, but was strongly induced at the 2C stage using immunofluorescence (Supplementary information, Fig. S1a). Given that NR family members often share similar motif sequences (Fig. 1b, left),29 we asked whether the NR family TFs may play redundant roles during early development. RNA-sequencing (RNA-seq) analysis showed that two additional NR family TFs Nr1h3 and Nr2c2 were also highly expressed from 2–8C, and exhibited similar binding motifs (Fig. 1b). Therefore, we first performed quadruple knockdown (4KD) against these four NR factors by injecting combined siRNAs into zygotes (Supplementary information, Fig. S1b, left). Remarkably, the 4KD embryos developed to 8C at a lower rate and barely developed to blastocysts, with most embryos arrested at the morula stage (Supplementary information, Fig. S1b, middle and right). RNA-seq confirmed the KD efficiency of these NR TFs at the 4C and 8C stages (Supplementary information, Fig. S1c). In particular, 4C-specifically activated genes and 8C-specifically activated genes (Materials and Methods; Supplementary information, Tables S1 and S2) were substantially downregulated upon KD of the 4 NR TFs (Supplementary information, Fig. S1d). Taken together, these data indicate that NR family TFs play important roles in early development and transcription regulation at the 4–8C stages.
KD or KO of Nr5a2 leads to developmental arrest at the morula stage
To ask which NR TF plays a more critical role in early development, we removed each one of the 4 siRNAs in the combined siRNAs and evaluated the developmental rates at E4.5 (blastocyst) (Supplementary information, Fig. S2a, b). Remarkably, when knocking down these 4 NR TFs, leaving out the siRNA targeting Nr5a2, but not Nr1h3 or Nr2c2, substantially “rescued” the morula arrest phenotype of the 4KD embryos (Supplementary information, Fig. S2c). Leaving out Rarg siRNA had a moderate “rescue” effect (Supplementary information, Fig. S2c). Consistently, leaving out Nr5a2 siRNA also restored normal 4C and 8C transcriptional programs (Supplementary information, Fig. S2d), indicating that NR5A2 is the main TF responsible for the 4KD phenotype. To further confirm this result, we performed a single KD for each of the 4 NR TFs (Fig. 1c). Indeed, knocking down Nr5a2 alone recapitulated the transcription defects and morula arrest phenotype in 4KD embryos (Fig. 1d, e; Supplementary information, Fig. S2e–g). Knocking down Rarg led to a milder developmental defect, while depletion of Nr1h3 or Nr2c2 had negligible effects in preimplantation development (Fig. 1e). To rule out possible off-target effects of Nr5a2 KD, we attempted to mutate Nr5a2 via base editing in embryos (Supplementary information, Fig. S3a).30 The mutation of Nr5a2 mRNA and the depletion of protein was confirmed by RNA-seq and immunofluorescence, respectively, at the 8C stage (Fig. 1f, g). Consistently, these mutant embryos largely arrested at the morula stage (Fig. 1h; Supplementary information, Fig. S3b), thus phenocopying the Nr5a2 KD embryos. Taken together, these results suggest that among the four NR TFs activated upon ZGA, NR5A2 is the dominant factor in regulating early development and transcription.
NR5A2 is largely dispensable for global ZGA but is required for the 4–8C gene program
We then asked how these NR factors including NR5A2 regulate transcription programs in early development. Knocking down Nr5a2 led to the strongest transcription changes among the 4 NR TFs (Supplmentary information, Fig. S4a), with 976 downregulated and 806 upregulated genes (Fig. 2a; Supplmentary information, Table S3). Furthermore, only Nr5a2 KD recapitulated the failed activation of 4–8C genes (Fig. 2b). By contrast, the gene dysregulation at the 2C stage was much weaker compared to that at 8C (Fig. 2a, b; Supplementary information, Table S4), with 128 genes downregulated and 115 genes upregulated. A similar observation was made for Nr5a2 BE KO embryos (Fig. 2c), consistent with the observations that after Nr5a2 KD or BE KO, embryos progressed beyond 2C normally (Supplementary information, Figs. S2g and S3b). We confirmed the depletion or mutation of Nr5a2 mRNA and protein at this stage (Fig. 2d, e). Among all examined embryos at the 2C stage (14 embryos), 6 embryos displayed nearly completely mutated Nr5a2 mRNA reads (96.9%–100%) (Supplementary information, Fig. S4b, the 1st–6th KO embryos), while the remaining 8 embryos exhibited high mutation rates ranging from 66.7% to 87.5% (Supplementary information, Fig. S4b, the 7th–14th KO embryos). The presence of wild-type (WT) transcripts may arise from either unedited alleles or low levels of oocyte-deposited Nr5a2. The zygotic genome was globally activated in both Nr5a2 KD and BE KO embryos (Fig. 2f, g). When using a defined ZGA gene list (n = 1170, Materials and Methods), relatively small and comparable numbers of ZGA genes were upregulated (n = 24 and 13, respectively) and downregulated (n = 36 and 19, respectively) in KD and BE KO embryos (Fig. 2g; Supplementary information, Fig. S4b and Table S5). In sum, these data suggest that NR5A2 is largely dispensable for the initiation of ZGA but plays a key role in transcriptional regulation especially during the 4–8C stages.
Genome-wide mapping of NR5A2 chromatin occupancy in mouse early embryos
To further investigate the direct targets of NR5A2 during the mouse early development, we sought to capture its chromatin binding landscape using CUT&RUN.31 We identified a sensitive NR5A2 antibody that can detect its binding using as few as 1000 WT mESCs, but not in Nr5a2 KO mESCs (Supplementary information, Fig. S5a, b). NR5A2 motif was the top 1 enriched motif in its binding peaks (Supplementary information, Fig. S5c), thus validating the data. Next, we performed NR5A2 CUT&RUN in the 2C and 8C embryos, which were highly reproducible (Fig. 3a; Supplementary information, Fig. S5d and Table S6). We could not detect NR5A2 binding in ICM likely due to its low expression (Fig. 1b) and the limited cells we collected. Therefore, we included mESCs for comparison instead. As a strong validation, the NR5A2 motif was again enriched in 2C and 8C binding peaks as the top 1 motif (Fig. 3b; Supplementary information, Table S7). At the 2–8C stages, NR5A2 showed distinct binding compared to that in mESCs and was preferentially enriched at the promoter of 2–8C specifically expressed genes (Fig. 3c; see Fig. 3d for example). In distal regions, NR5A2 also occupied sites specifically marked by H3K27ac and open chromatin,17 suggesting that NR5A2 preferentially bound active regulatory regions (Fig. 3e). Stage-specific binding analysis showed that 2C-specific and 2–8C shared NR5A2 distal bindings were enriched near genes involved in housekeeping activities including DNA repair, RNA processing, histone modification, and DNA methylation (Fig. 3e, “C1” and “C4”). Interestingly, 8C-specific NR5A2 binding tended to enrich near genes functioning in blastocyst formation and stem cell maintenance, indicating the possible involvement of NR5A2 in lineage regulation at this stage (Fig. 3e, “C2”). By contrast, mESC-specific binding was found near genes functioning in epithelial cell maturation (Fig. 3e, “C3”). LIF-responding genes also showed higher enrichment of NR5A2 in mESC (Fig. 3e, “C5”). Notably, NR5A2 also bound the putative enhancers near Nr5a2 itself (Fig. 3d), suggesting a positive feedback regulatory loop. Taken together, these data demonstrate that we successfully captured NR5A2 binding in 2C and 8C embryos.
NR5A2 targets are preferentially downregulated upon its deficiency
We then asked whether NR5A2 regulates its binding targets by primarily focusing on the 8C stage when the impact of NR5A2 on transcription was evident. NR5A2 binding was preferentially enriched at the promoters of downregulated but not upregulated genes upon Nr5a2 KD (Fig. 4a, left), suggesting that it functions primarily as an activator. Consistently, distal NR5A2 binding peaks also preferentially resided near the downregulated genes (Fig. 4a, right). Supporting a direct activation role of NR5A2, genes with NR5A2 binding and more NR5A2 motifs at their promoters were more downregulated in Nr5a2 KD embryos (Fig. 4b). Among 976 downregulated genes at the 8C stage in Nr5a2 KD embryos, a significant fraction (27%, n = 263, P < 0.001) showed NR5A2 binding at promoters. These data demonstrated that NR5A2 directly regulates gene activation at the 8C stage.
To further investigate whether NR5A2 regulates chromatin accessibility at putative enhancers, we performed ATAC-seq in the negative control (NC) and Nr5a2 KD embryos. We classified distal NR5A2 peaks into 2C-specific, 8C-specific, and 2–8C shared peaks (Fig. 4c). At the 2C stage, chromatin accessibility was globally unaltered (Fig. 4c, “2C ATAC” and Fig. 4d, “Rangap1”). The closing of 2C-specific peaks at the 8C stage was unaffected in Nr5a2 KD 8C embryos. 2–8C shared NR5A2 occupied peaks remained accessible (Fig. 4c, d, “Rarg”). However, the opening of 8C-specific NR5A2 peaks was specifically impaired (Fig. 4c, “8C ATAC” and Fig. 4d “Satb1”). Among 8C-specific ATAC-seq peaks, 73.9% showed reduced chromatin accessibility upon Nr5a2 KD. The affected regions were relatively more enriched in distal regions (78.6%) compared to those that were not affected (63.5%). These data indicate that NR5A2 is required for opening 8C-specific putative enhancers but not those opened at the 2C stage (Fig. 4c, d), consistent with NR5A2 being required for 4–8C, but not 2C, global gene activation.
NR5A2 opens a subset of regions that are bound by pluripotency TFs at later stages
NR5A2 is closely linked to pluripotency regulation.22,24,25 Therefore, we asked whether NR5A2 binding at the 8C stage may be related to the future binding of pluripotency factors such as NSO. We analyzed the binding of NANOG in blastocysts32 and the binding of NSO in mESC.33,34 Intriguingly, 8C-specific, but not 2C-specific NR5A2 binding preferentially enriched for NANOG binding in blastocyst and NSO binding in mESC (Fig. 4e). There was a small group of 2–8C shared ATAC-seq peaks enriched in Nanog binding in the blastocysts (Fig. 4e). About 1042 8C-specific NR5A2 peaks were also occupied by NANOG in blastocysts (Fig. 4f). These regions became less open upon Nr5a2 KD in the 8C embryos (Fig. 4c, “8C ATAC”). As we could not determine NANOG and OCT4 binding at the 8C embryos due to its low expression (NANOG) and the lack of sensitive antibodies that could be applied to low-input samples, we searched for footprints of TFs within the differentially accessible sites using TOBIAS.35 As a validation, the NR5A2 motif showed a significant decrease in ATAC-seq upon Nr5a2 KD. Consistently, motifs of pluripotency TFs, including NANOG and OCT4, and TEAD4 (a TE regulator) showed decreased ATAC-seq signals upon Nr5a2 KD (Fig. 4g). In addition, it was reported that ESRRB and NR5A2, which share similar binding motifs and binding sites in mESCs, redundantly regulate NSO binding and pluripotency in mESCs.27 Notably, while NR5A2 alone is dispensable for mESC self-renewal,27 it plays a much more essential role in embryos likely due to its much higher gene expression (Supplementary information, Fig. S6a). In Nr5a2/Esrrb double KO mESCs, the binding of NSO in regions that were co-occupied by ESRRB and NR5A2 (n = 2599) was severely disrupted (Supplementary information, Fig. S6b). As a comparison, NSO binding to regions that exhibited weak or no ESRRB/NR5A2 binding was less affected (Supplementary information, Fig. S6b). The dependence of NSO binding on NR5A2/ESRRB in mESCs extended to the regions that were preferentially bound by NR5A2 both in 8C embryos and mESCs, as well as by NANOG in blastocysts (Supplementary information, Fig. S6c). These data raise a possibility that NR5A2 may open a subset of regions at the 8C stage, possibly in anticipation of future binding of pluripotency TFs at later stages.
NR5A2 regulates early ICM genes and other lineage regulator genes at the 8C stage
We then sought to investigate whether NR5A2 may directly regulate the pluripotency program at the early stage. Globally, we identified 360 genes that were specifically expressed in ICM compared to TE using a reference dataset,17 and among them 62% (n = 224) were already expressed at the 8C stage (fragments per kilobase of exon per million mapped fragments (FPKM) > 1), which we termed as early ICM genes (Fig. 5a). The rest of them were termed as late ICM genes (Fig. 5a). The expected lineage genes in corresponding classes (Early ICM: Nanog, Pou5f1; Late ICM: Sox2) validated the gene list (Fig. 5a). We then examined the enrichment of NR5A2 binding near the early and late ICM genes. Intriguingly, NR5A2 showed strong binding both at promoters (Fig. 5b) and in distal regions (Supplementary information, Fig. S7a) near early ICM genes, but not near late ICM genes in 2C and 8C embryos. This was also true in mESCs, where both early and late ICM genes were expressed (Fig. 5a). Consistently, the NR5A2 motif was more enriched at the promoter or the nearby regions of early ICM genes compared to late ICM genes (Fig. 5c; Supplementary information, Fig. S7b), suggesting that NR5A2 preferentially regulates early wave of ICM genes. In line with this notion, 45 out of 224 (20%) early ICM genes were downregulated in Nr5a2 KD 8C embryos, compared to 929 out of 9744 (9.5%) non-early ICM genes expressed at the 8C stage (Fig. 5d). The downregulated, but not the upregulated, early ICM genes were more enriched for NR5A2 binding at their promoters or in their neighbor distal regions (Fig. 5e; Supplementary information, Fig. S7c), indicating that they are part of direct targets of NR5A2. NR5A2 peaks near the early ICM genes also became less accessible upon Nr5a2 KD (Supplementary information, Fig. S7d). For example, it bound pluripotency genes Oct4, Nanog, and Tdgf1 which were all downregulated in Nr5a2 KD 8C embryos (Fig. 5f). NANOG and OCT4 proteins were both decreased in Nr5a2 KD and, to a lesser extent, Nr5a2 KO 8C embryos (Fig. 5f; Supplementary information, Fig. S8a). Moreover, 8C-specific NR5A2 binding peaks with future NANOG binding were preferentially present near early ICM genes, which also exhibited decreased accessibility upon Nr5a2 KD (Fig. 4c; Supplementary information, Fig. S8b), as exemplified in Id3 (Supplementary information, Fig. S8c). Early ICM genes tended to be downregulated rather than upregulated upon Nr5a2 KD at the 8C stage, an effect that was more evident for those with NR5A2 binding than those not bound by NR5A2 (Supplementary information, Fig. S8b). Together, these results suggest that NR5A2 directly binds and promotes transcription of early ICM genes at the 8C stage including a subset of key pluripotency genes. Of note, a few key PrE regulator genes Gata6 and Fgfr1/2, and TE regulator genes, including Tead4, Klf5, Tfap2c and Gata3 were also bound by NR5A2 and downregulated in Nr5a2 KD 8C embryos (Fig. 5g), suggesting that NR5A2 may also regulate TE and PrE lineages.
Interestingly, NR5A2 alone is dispensable for mESC pluripotency and self-renewal.22 Consistently, Nr5a2 KO affected limited ICM-specific genes in mESC, unlike that for SOX2 (Supplementary information, Fig. S8d), which echoed the absence of NR5A2 motif in ATAC-seq peaks and its downregulated expression in ICM and mESC (Fig. 1a, b). We reasoned that the pluripotency transcription network is likely taken over by the pluripotency TFs NSO in ICM and mESC based on the motif analysis from ATAC-seq data (Fig. 1a). Indeed, the motifs of NSO were more enriched near late ICM genes compared to early ICM genes (Fig. 5c; Supplementary information, Fig. S7b). Interestingly, while these factors clearly bound late ICM genes in blastocyst (for NANOG) or ESCs (NSO), they also bound early ICM genes as well (Fig. 5b). To ask to what extent pluripotency TFs directly regulate the early and late ICM genes, we fused FKBP12F36V sequence to the C-terminus of the endogenous SOX2 protein in 2i mESC so that SOX2 protein can be rapidly degraded by the addition of dTAG.36 We then performed RNA-seq at 24 h and 48 h after SOX2 degradation (Supplementary information, Fig. S8d). The result showed that 15.5% early and 14.6% late ICM genes were significantly downregulated upon SOX2 depletion within 1 day, and the number increased to 23.5% early and 32.3% late ICM genes within 2 days, which contrasted a negligible role of NR5A2 in transcription in mESC (Supplementary information, Fig. S8d). Together, these data indicate that while NR5A2 preferentially regulates early ICM genes, NSO regulate both early and late ICM genes. NR5A2 not only activates the transcription of pluripotency factor genes like Oct4 and Nanog, but also opens a subset of sites that will be bound by NSO at the later stage.
NR5A2 predominantly occupies the B1 repeats in the 2C and 8C embryos
One interesting question is why NR5A2 binds many early-stage genes in embryos but not in mESCs. Repetitive elements are known to harbor the repertoire of TF binding sites.37 Several classes of transposable elements such as B1, B2, and MERVL are specifically activated in mouse preimplantation embryos.17,38–41 Interestingly, NR5A2 binding sites at the 2C and 8C stages, both for those at promoters and distal regions, overwhelmingly overlapped with the short-interspersed element (SINE) family, especially with the B1 repeats (Fig. 6a; Supplementary information, Fig. S9a). For example, 84.8% and 73.3% of NR5A2 binding peaks contained B1 at the 2C and 8C stages, respectively, compared to 18.9% of random peaks (Supplementary information, Fig. S9a). B1 was abundantly expressed42 and was indicated to play critical roles in mouse early embryogenesis.40 B1 was preferentially present near 2–8C gene promoters, consistent with previous work,43 and correlated with NR5A2 binding at the 2C and 8C stages (Fig. 6b). B1 became widely accessible from the early 2C stage until the 8C stage based on ATAC-seq17 and DHS-seq44 data (Fig. 6c). Genes with accessible B1 at the promoters in the late 2C and 8C stages were more likely to be activated compared to genes with inaccessible B1 at the promoters (Fig. 6d). The accessible B1 at the 2C stage was even more enriched for the NR5A2 motif (66.4%) compared to all B1 elements (52.5%). To further investigate the association of NR5A2 binding and B1 repeats, we classified the NR5A2 peaks into 4 groups based on the presence or absence of its motif and the B1 repeats, and whether the motif, if present, falls into B1 (Fig. 6e). At the 2C stage, the majority of NR5A2 binding peaks (64.9%) tended to contain B1 with the NR5A2 motif (Fig. 6e). This percentage then slightly decreased in 8C embryos (52.7%), and dropped abruptly in mESCs (15.6%). By contrast, NR5A2 preferentially bound its motif outside of B1 in mESCs (58.3% of all binding peaks) (Fig. 6e), suggesting that the enriched binding of NR5A2 to B1 elements is specific for early embryos.
The data above raised two possibilities: the binding of NR5A2 may help open B1; alternatively, B1 may be pre-opened by other factors that facilitate the binding of NR5A2. The latter was supported by the fact that B1 became accessible starting from the early 2C stage (Fig. 6c), when Nr5a2 expression was still low (Fig. 1b). Notably, the consensus sequence of B1 harbored motifs not only for NR5A2, but also for other TFs such as OBOX, RARa, and ESR (Fig. 6f). Similarly, other transposable elements such as B2 and B4 also possessed a set of other TF motifs (Supplementary information, Fig. S9b). Of note, we recently identified OBOX as a key regulator of mouse ZGA and early embryogenesis, which preferentially binds B1/B2/B4 repetitive elements and opens promoters and enhancers near ZGA genes.45 OBOX also binds and activates Nr5a2.45 Future studies are warranted to investigate whether OBOX or other TFs may open these regions to facilitate the binding of NR5A2 to exert gene activation of downstream targets.
Discussion
TFs play essential roles in gene regulation and animal development. However, how TFs guide mammalian preimplantation development remains poorly understood. Here, through functional screening of TFs that were highly expressed after ZGA and showed motif enrichment in accessible chromatin, we identified NR5A2 as a key regulator of mouse early development and transcription program. The KD or KO of Nr5a2 from the 1C stage led to preimplantation development defects, concomitant with the 4–8C gene program impaired. Using CUT&RUN, we further determined possible direct targets of NR5A2 in early embryos. We found that NR5A2 connects genome activation to the first lineage segregation not only by directly activating the expression of a panel of key pluripotency genes (i.e., Nanog, Pou5f1, and Tdgf1) at the 8C stage, but also opening a subset of sites that will be bound by NSO at later stages in blastocysts and mESCs (Fig. 7). In addition to pluripotency genes, NR5A2 also binds and regulates key PrE genes such as Gata6, and key TE genes such as Tead4, Gata3 (Fig. 7). Intriguingly, NR5A2 bound extensively to the B1 elements at the 2–8C stages, but less so in mESCs. This coincides with the widespread opening of B1 in mouse embryos. These data demonstrate a critical role of NR5A2 in mouse early development by connecting ZGA to lineage segregation.
Despite a vast amount of knowledge on the core pluripotency TFs and their targets, their upstream TF regulators in early embryos are still poorly characterized. The loss of Nanog, Pou5f1, or Sox2 did not affect the formation of blastocysts in mice,12,13,46 suggesting that at least the initiation and commitment of the first lineage segregation does not strictly require these factors. Identification of upstream TFs is in part hindered by the limited research materials from early embryos and the lack of a cell line in vitro that can well recapitulate early embryo development, especially during the period of ZGA to morula. On the other hand, ATAC-seq and related methods coupled with RNA-seq provide a powerful tool to identify possible TF regulator candidates. As a testimony of this approach, NR5A2 represents one of the earliest TFs identified to date that exert functions on gene programs in early embryos, at least starting from the 4C stage. Importantly, NR5A2 is required for the proper expression of a number of key pluripotency genes including Pou5f1 and Nanog at the 8C stage. This is consistent with the previous finding that NR5A2 could directly activate Nanog during iPSC reprograming.24 On the other hand, NR5A2 opens a subset of sites that are bound by NSO at a later stage (blastocyst) or mESC. Future studies are warranted to ultimately test whether the deficiency of NR5A2 affects the binding of NANOG or OCT4 in 8C embryos. Interestingly, NR5A2 preferentially regulates early ICM genes, but not late ICM genes in the 8C embryos and ESCs, in line with the fact that Nr5a2 is downregulated in blastocyst (Fig. 1b) and it alone is dispensable for mESC self-renewal and pluripotency.26,27 A plausible possibility for the diminished role of NR5A2 for ICM genes (including early ICM genes) at later stages is that when pluripotency core TFs are fully expressed, they form interconnected regulatory circuitry11,47 and take over the pluripotency regulatory network to regulate both early and late ICM genes, without requiring the continuous activation by NR5A2.
Of note, the Nr5a2 KD and KO phenotypes in this study were more severe than those reported in previous studies.22,48 Given that these studies targeted different regions of Nr5a2 for gene KO, it remained to be determined if the discrepancy may arise from these differences. Of note, a recent study reported a requirement of maternal NR5A2 in mouse ZGA and development beyond the 2C stage, using an NR5A2 chemical inhibitor and NR5A2 Trim-away followed by RNA-FISH.49 Only a moderate effect on ZGA was found using Nr5a2 KD.49 By contrast, Nr5a2 KD and KO starting from the 1C stage in our experiments did not have a major impact on ZGA and 2C development. Despite the low expression of maternal Nr5a2 (Fig. 1b), we could not assess its potential role in our study. However, our data are fully consistent with a recent preprint showing that ZGA largely initiated normally in Nr5a2 maternal–zygotic KO embryos which were subsequently arrested at the morula stage, and maternal NR5A2 was dispensable for embryonic development.50 These discrepancies likely arise from different approaches used in these studies.
Our NR5A2 CUT&RUN data in the embryos provide strong functional support for previously identified putative regulatory elements marked by ATAC-seq and histone acetylation,17 as they interact with NR5A2 and the nearby genes were preferentially downregulated upon Nr5a2 KD. Interestingly, NR5A2 pervasively occupied motifs embedded in accessible B1 elements in 2C and 8C embryos. Owing to the global epigenetic resetting after fertilization, the chromatin landscape of the mouse early embryo is extensively shaped by transiently expressed transposable elements, such as B1, B2, B4, and MERVL.17 Once regarded as the junk of the genome,51,52 transposable elements are now considered as key players in gene regulation through cis- or trans-regulatory mechanisms.37 These functions are in part mediated by their embedded TF motifs.53,54 For example, the B2 repeats possess the CTCF motif that can actively wire chromatin organization.55,56 In mouse embryos, the KD of B1 induced 2C arrest,57 although the underlying mechanisms remain unclear. Given that B1 elements are already accessible prior to major ZGA2 (Fig. 6c) and NR5A2 is strongly induced after ZGA (late 2C stage) (Fig. 1b), we favor the possibility that B1, at least at the 2C stage, may be opened by other TFs at least, which further allows the binding of NR5A2 that subsequently triggers downstream events including the activation of pluripotency genes. This may also explain why Nr5a2 KD has a limited impact on ZGA. We nevertheless cannot rule out the possibility that NR5A2, once expressed, may in turn participate in opening these elements. B1 activation likely requires multiple factors, as B1 elements are rarely bound by NR5A2 and are mostly inaccessible in mESCs. The relationship between B1 activities and the binding of NR5A2 as well as other TFs remains to be further explored. In sum, we identified NR5A2 as a critical TF regulator for the 4–8C stage-specific transcription in totipotent mouse embryos, thus filling a major gap of transcription circuitry in early development that connects ZGA to lineage segregation. The TF-regulome maps presented here also pave the ways for future studies to decode transcription circuitry underlying early development and cell fate decisions when life begins. Finally, given that Nr5a2 expression is low in human embryos unlike its counterpart in mouse embryos58,59 (Supplementary information, Fig. S10a), it would be highly interesting to investigate whether other nuclear receptor TFs may execute similar functions in human early development.
Materials and methods
Data reporting
No statistical methods were used to predetermine sample size. The experiments were not randomized and the investigators were not blinded to allocation during outcome assessment.
Animal maintenance
WT C57BL/6J strain mice were purchased from Vital River (Beijing, China). PWK/PhJ mice were originally purchased from Jackson Laboratory and raised at Tsinghua Animal Center. Mice were maintained under SPF conditions with a 12–12 h light-dark cycle in a 20–22 °C environment. All animals were taken care of according to the guidelines of the Institutional Animal Care and Use Committee (IACUC) of Tsinghua University, Beijing, China.
Early embryo collection
To obtain mouse preimplantation embryos, 5–6-week-old C57BL/6N female mice were intraperitoneally injected with pregnant mare’s serum gonadotropin (PMSG; 5 IU) and human chorionic gonadotrophin (hCG; 5 IU) 44–48 h after PMSG injection. After mating with PWK/PhJ males, preimplantation embryos were collected in M2 medium at the following time points after hCG injection: 43–45 h (late 2C) and 68–70 h (8C).
Cell culture and Nr5a2 KO mESC generation
mESC were cultured on 0.1% gelatin pre-coated dish in DMEM (Gibco, 11995-065) containing 15% FBS (Hyclone, SH30396.03), LIF (Millipore, GSE1107), penicillin/streptomycin (Millipore, TMS-AB2-C), GlutaMAX (Gibco, 35050-061), nucleosides (Millipore, ES-008-D), β-mercaptoethanol (Gibco, 21985-023), and non-essential amino acids (Gibco, 25-025-CIR). To target the Nr5a2 gene, four sgRNA sequences (GTACTATAAGCACGTGAACG, TTCTTCGGCTACCCGAGATC, GCTAAGAATGTCTGCTAGTT, GAAGCCACTCTCTTAACATC) were individually cloned into a pX330 plasmid (Addgene, 42230) and were co-transfected into the R1 mESCs with Lipofectamine 3000 (ThermoFisher Scientific). Two to three days after transfection, cells were manually sorted into a gelatinized 96-well plate for single-clone selection. The obtained clones were genotyped by PCR and validated by Sanger sequencing. The homozygous Nr5a2 KO cell lines were further validated by western blot analysis for NR5A2.
Immunostaining and quantification
All steps were performed at room temperature. Mouse embryos were fixed with 4% paraformaldehyde37 (Sigma-Aldrich, P6148) for 30 min and then permeabilized with 0.5% Triton X-100 in PBS for 30 min. The samples were blocked with 1% BSA for 1 h and incubated with primary antibodies (NR5A2: R&D, P-H2325-00; NANOG: CST, 8822T; OCT4: CST, 5677; TEAD4: Abcam, ab58310; GATA6: R&D, AF1700) for 1 h. The primary antibody was washed out with PBST (0.1% Triton X-100 in PBS) and then incubated with the secondary antibody and Hoechst 33342 for 30 min. The samples were washed with PBST three times. All immunofluorescence images were taken by LSM880 confocal microscope system (Zeiss) and were analyzed using ImageJ. The midsection of each nucleus was identified by Hoechst 33342 staining and determined by the maximal area using a custom Python script. The protein levels of midsections were quantified and normalized to the Hoechst 33342 signals for each experiment.
In vitro transcription and base editor
The sgRNA (ggtccgatcgcatggggaac) was cloned into pX330 vectors (Addgene, 42230). The primers ttaatacgactcactatagggtccgatcgcatggggaac and aaaagcaccggactcggtgcc were used to obtain linearized sgRNA with T7 promoter. The pCMV-hA3A-eBE-Y130F (Addgene, 113423) plasmids were linearized. The linearized sgRNA and eBE plasmids were then transcribed with T7 mMESSAGE Kit (Invitrogen, AM1334) following the manufacturer’s instructions. mRNAs were recovered by RNAClean XP beads (Beckman, A63987). 100 ng/μL sgRNA and BE mRNA were used. All injections were performed with an Eppendorf Transferman NK2 micromanipulator.
Genotyping
Genomic DNA was lysed from single edited blastocyst embryos for PCR genotyping and subjected to targeted Sanger sequencing.
NR TF KD
To KD four NR family members Nr5a2, Rarg, Nr1h3, and Nr2c2, three siRNAs were designed for each gene. The siRNA of NC is UAAGGCUAUGAAGAGAUACTT. The siRNAs of Nr5a2 are CCUCUGCAAUUCAGAACAUTT, GCUCACCUGAGUCAAUGAUTT, GGAGUGAGCUCUUGAUUCUTGT. The siRNAs of Rarg are GCCAUGCUUUGUAUGCAAUTT, GGAAGCUGUAGAGGAACGAUTT, CUUGUCUGGACAUCCUAAUTT. The siRNAs of Nr1h3 are CCAUUCAGAGCAAGUGUUUTT, GGCUGCAACACACAUAUGUTT, GUGCAGGAGGAUUGUUGACUTT. The siRNAs of Nr2c2 are GCUCAUGAGCUCCAACAUATT, GCCAGAGUACCUCAAUGUATT, GCAAAUGUAGUGACCUCUUTT. For microinjection in each KD group, 1.67 μM of each siRNA was used. For the NC group, 20 μM of siRNA was used. siRNAs were ordered from GenePharma.
RNA-seq library preparation and sequencing
All RNA-seq libraries were generated following the Smart-seq2 protocol as described previously.60 The zona pellucida was gently removed by treatment with Tyrode’s solution (Sigma-Aldrich, T1788). 5–10 embryos per sample were washed three times in M2 medium and then lysed in 2 μL lysis buffer containing RNase inhibitor.
CUT&RUN library generation and sequencing
CUT&RUN was conducted following the published protocol.61 ESCs or embryos with zona pellucida removed were transferred into a 0.2 mL conventional, non-low-binding PCR tube (Axygen). The samples were then resuspended by 60 μL washing buffer (20 mM HEPES-KOH, pH 7.5, 150 mM NaCl, 0.5 mM Spermidine, and Roche complete protease inhibitor). 10–20 μL Concanavalin-coated magnetic beads (Polyscience, 86057) for each sample were gently washed, resuspended by binding buffer (20 mM HEPES-KOH, pH 7.9, 10 mM KCl, 1 mM CaCl2, 1 mM MnCl2) and carefully added to the samples. The samples were then incubated at 23 °C for 10 min on Thermomixer (Eppendorf) at 400 rpm. The samples were then held at the magnetic stand to carefully aspirate buffer and were resuspended by 60 μL antibody buffer (washing buffer plus 0.01% digitonin and 2 mM EDTA, pH 8.0) with an NR5A2 antibody (R&D, P-H2325-00) diluted at a ratio of 1:50. The samples were then incubated at 4 °C on Thermomixer for 3 h at 400 rpm. After that, the samples were held at the magnetic stand and then resuspended by the secondary antibody to a final concentration of 1:100 at 4 °C on Thermomixer for 1 h at 400 rpm. The samples were then placed in the tube on the magnet stand to remove the liquid and added with 75 μL dig washing buffer with pA-MNase (to a final concentration of 700 ng/mL), and incubated at 4 °C on Thermomixer for 1 h at 400 rpm. The samples were washed with 200 μL dig washing buffer twice at the magnetic stand. The samples were resuspended by 100 μL dig washing buffer and balanced on ice for 2 min. Targeted digestion was performed on ice by adding 2 μL 100 mM CaCl2 for 30 min, and reaction was stopped by adding 100 μL 2× stop buffer (340 mM NaCl, 20 mM EDTA, pH 8.0, 4 mM EGTA, pH 8.0, 50 μg/mL RNase A, 100 μg/mL glycogen) and fully vortexed. The samples were then incubated at 37 °C for 30–45 min for fragment release. The supernatants were purified by phenol-chloroform followed by ethanol purification.
Purified DNA was subjected to Tru-seq library construction using NEBNext Ultra II DNA Library Prep Kit for Illumina (NEB, E7645S). The DNA was resuspended in 25 μL ddH2O, followed by end-repair/A-tailing with 3.5 μL End Prep buffer and 1.5 μL enzyme mix according to manufacture’s instructions. The ligation reaction was then performed by adding diluted 1.25 μL 0.25 μM adapters (NEB Multiplex Oligos for Illumina, E7335S), 15 μL Ligation master mix, and 0.5 μL Ligation enhancer, at 4 °C overnight or 20 °C for 2 h. The ligation reaction was treated with 1.5 μL USERTM enzyme according to the instruction and was purified by 1.4× AMPure beads. The PCR was performed by adding 25 μL 2× KAPA HiFi HotStart Ready Mix (KAPA Biosystems, KM2602) with primers of NEB Oligos kit, with the program of 98 °C for 45 s, (98 °C for 15 s and 60 °C for 10 s) with 16 cycles and 72 °C for 1 min. The final libraries were purified by 1.4× AMPure beads and subjected to next-generation.
ATAC-seq library preparation and sequencing
The miniATAC-seq procedure was performed as previously described.62 Briefly, cells were transferred into 6 μL of lysis buffer (10 mM Tris-HCl, pH 7.4, 10 mM NaCl, 3 mM MgCl2, and 0.02% digitonin, 0.1% NP-40) on ice for 10 min. The ATAC reaction was performed by adding 4 μL ddH2O, 4 μL 5× TTBL, and 5 μL TTE mix V5 (Vazyme Biotech Co. Ltd, TD502) at 37 °C for 30 min and then stopped by adding 5 μL of 5× TS stop buffer at room temperature for 5 min. DNA was extracted by phenol-chloroform and ethanol purification after adding 40 ng of carrier RNA and 103 μL of Tris-EDTA. Then, DNA was dissolved in 29 μL ddH2O and PCR-amplified with 10 μL of index (Vazyme Biotech Co. Ltd, TD202), 10 μL 5× TAB, and 1 μL TAE (Vazyme Biotech Co. Ltd, TD502) with the program of 72 °C for 3 min, 98 °C for 30 s, (98 °C for 15 s, 60 °C for 30 s, and 72 °C for 3 min) with 16 cycles, and 72 °C for 5 min. The amplified DNA was size-selected using AMPure Beads for 200–800-bp DNA fragments. All libraries were sequenced by Illumina NovaSeq or XTen platform accordingly.
Western blot analysis
The samples were lysed with 2× Tris-glycine-SDS sample buffer including 1× Roche complete protease inhibitor. Samples were heated at 99 °C for 5 min and loaded on a BioRad 4%–15% gradient Tris-glycine gel, then transferred to low fluorescence PDVF membrane using a BioRad System. Blots were briefly rinsed in TBS, blocked in 5% non-fat milk in TBST for 1 h, and incubated overnight at 4 °C with a primary antibody (NR5A2, R&D, P-H2325-00, 1:1000). Blots were washed in TBST, incubated for 1 h at room temperature with peroxidase-conjugated anti-rabbit or anti-mouse IgG antibody (Jackson ImmunoResearch) diluted at 1:10,000 in TBST with 1% non-fat milk, and then washed in TBST. The signal was detected with SuperSignalTM West Femto Maximum Sensitivity Substrate (ThermoFisher Scientific) and imaged using a BioRad ChemiDocTM Touch Imaging system.
Data analysis
RNA-seq data processing
Paired-end RNA-seq reads were trimmed and mapped to the mm9 genome by TopHat v2.1.1.63 Cufflinks v2.2.163 was used to calculate the FPKM per gene based on mm9 refFlat from the UCSC genome annotation database.64 Differential expression analysis was performed with R package edgeR. Genes with FDR < 0.01 and log2(fold change) ≥ 2 were considered as differentially expressed.
Identification of stage-specific genes and ZGA genes
ZGA genes and stage-specific genes were defined based on the reference RNA-seq data using staged mouse embryos dissected in vivo. ZGA genes were defined as those not expressed or lowly expressed in FGO and M II oocytes (FPKM < 5) but become upregulated (FPKM > 5, at least 3-fold upregulation) in either E2C embryos or L2C embryos. Genes that are expressed in oocytes (FPKM > 5) but are highly upregulated at the L2C stage (over 5-fold upregulation) were also included in major ZGA genes (n = 99). No such genes exist for minor ZGA genes. Maternal genes were defined as those that are expressed in M II or FGO oocytes (FPKM > 5) but become downregulated (at least 3-fold) at the L2C stage. Genes specifically activated at each stage during early development were defined using more strict criteria to ensure their stage specificity. These genes are activated at a defined stage (FPKM > 5) but stay silenced at all preceding stages from FGO (FPKM < 1).
CUT&RUN, ChIP-seq, and ATAC-seq data processing and peak calling
The paired-end reads were aligned with the parameters: -t –q –N 1 –L 25 –X 1000 -no- mixed -no-discordant by Bowtie2 (version 2.2.2).65 All unmapped reads, non-uniquely mapped reads, and PCR duplicates were removed. For downstream analysis, we normalized the read counts by computing the numbers of reads per kilobase of bin per million of reads sequenced (RPKM) for 100-bp bins of the genome. To minimize the batch and cell type variation, RPKM values across the whole genome were further Z-score normalized. To visualize the CUT&RUN signals in the UCSC genome browser, we generated the RPKM values on a 100-bp-window base. Peaks were called using MACS v1.4.266 with the parameters nolambda –nomodel. Promoters were defined as ±2.5 kb around the TSS. Peaks at least 2.5 kb away from TSSs were defined as distal peaks by BEDTools v2.29.0.67
Binding site feature annotation and motif analyses
The findMotifsGenome.pl script from HOMER program68 was used to identify the enriched motifs at enhancers. AnnotatePeaks.pl was then used to identify specific peaks that contain certain motifs. Motif densities at 10-bp resolution within 500 bp around peak center were analyzed using the annotatePeaks.pl with the parameters: annotatePeaks.pl mm9 -size -500,500 -hist 10.
GO analysis
The DAVID web-tool was employed to identify the GO terms using databases including Molecular Functions, Biological Functions and Cellular Components.69 The functional enrichment for genes that are near stage-specific distal peaks was analyzed using the GREAT tool by default settings.70
Identification of stage-specific NR5A2 peaks
In brief, distal peaks from all stages were pooled, and average Z-score normalized RPKM scores were calculated in these regions. MAnorm271 was used to identify differential peaks in any combinations of pairs of all examined stages. Peaks were further selected by the following criteria: the distal peak had high enrichment at this stage (normalized RPKM > 1) and positive enrichment (normalized RPKM > 0) was observed at no more than two additional stages.
The comparison between NR5A2 peaks and repetitive elements
To identify the enrichment of repetitive elements in promoter or distal NR5A2 peaks, the NR5A2 peaks were compared with the locations of annotated repeats (RepeatMasker) downloaded from the UCSC genome browser. As repeats of different classes vary greatly in numbers, a random set of peaks with identical lengths of CUT&RUN peaks were used for the same analysis as a control. The number of observed peaks that overlap with repeats were compared to the number of random peaks that overlap with repeats, and a log ratio value (log2) was generated as the “observed/expected” enrichment.
Enhancer vs gene expression analysis
To identify the potential targeted genes for each putative enhancer (distal peaks), the nearest distal peaks from the TSS of the gene (within 50 kb) were assigned to this gene as its putative enhancers.
Supplementary information
Acknowledgements
We are grateful to members of the Xie laboratory for the discussion and comments during the NR5A2 study and the preparation of the manuscript, and the Animal Center and Biocomputing Facility at Tsinghua University for their support. We are grateful to Drs. Pablo Navarro Gil, Nicola Festuccia, and Michel Cohen-Tannoudji for sharing unpublished data and insightful discussion. We are grateful to Dr. Hui Yang for sharing the reagents and Dr. Wanlu Liu for the discussion. This work was funded by the National Natural Science Foundation of China (31988101 to W.X.), the National Key R&D Program of China (2021YFA1100102 and 2019YFA0508900 to W.X.), the National Natural Science Foundation of China (31830047 and 31725018 to W.X.) and the Tsinghua-Peking Center for Life Sciences (W.X.). W.X. is a recipient of an HHMI International Research Scholar award and is a New Cornerstone Investigator.
Author contributions
F.L., L. Li and W.X. conceived and designed the project. F.L. performed embryo experiments with the help from L. Liu. F.L. performed microinjection and immunostaining with the help from L. Liu. L. Li performed CUT&RUN. L. Li and B.L. performed ATAC-seq. X.H. and Z.Z. performed RNA-seq. X.H. performed Nr5a2 KO in mESCs. F.L., L. Li, and B.L. performed the bioinformatics analysis. F.L., L. Li, B.L., X.H. and W.X. prepared most figures and wrote the manuscript with help from all authors.
Data availability
The raw sequencing data and processed data of this paper have been deposited in the Gene Expression Omnibus (GEO) database under the accession number: GSE229740. Accession codes of the published data in GEO used in this study are as follows: RNA-seq and ATAC-seq of the mouse early embryos, GSE66390; NR5A2 ChIP of mESC, GSE19019.
Competing interests
The authors declare no competing interests.
Footnotes
These authors contributed equally: Fangnong Lai, Lijia Li, Xiaoyu Hu, Bofeng Liu.
Supplementary information
The online version contains supplementary material available at 10.1038/s41422-023-00887-z.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The raw sequencing data and processed data of this paper have been deposited in the Gene Expression Omnibus (GEO) database under the accession number: GSE229740. Accession codes of the published data in GEO used in this study are as follows: RNA-seq and ATAC-seq of the mouse early embryos, GSE66390; NR5A2 ChIP of mESC, GSE19019.