RNA-sequencing data
From the whole transcriptome of conceptuses samples (n = 3 embryos of Hulunbuir Short-tailed Sheep and n = 3 embryos of Ujumqin Sheep), an average of 52.41 million reads/sample was generated. After quality control, an average of 50.7 million reads/sample was kept. Moreover, an average of 87.36% of the reads were mapped against the sheep reference genome (Ovis aries, ARS-UI_Ramb_v2.0). The sequence data were deposited in the Sequence Read Archive of the NCBI databases under Bioproject number GSE186602 (https://www.ncbi.nlm.nih.gov/geo/info/linking.html,published on October 22, 2023).
Differentially expressed genes between E16 and E25
In the comparison of DEGs between E16 and E25, there were 4348 genes with significant differences (P<0.05), 1921 up-regulated genes in E16 and 2427 up-regulated genes in E25 (Fig 2).
Functional analysis
Through GO enrichment analysis of 1921 up-regulated genes (P<0.05) in E16, it was found that these genes could be enriched to 1165 GO terms, including 809 biological processes; 224 molecular functions; 132 cellular components (Fig 3a). In the enriched GO terms, several crucial for developmental biology were highlighted, such as endoplasmic reticulum, apical plasma membrane, membrane,
etc. Through GO annotation analysis of 2427 up-regulated genes in E25, it was found that these genes could be annotated to 500 GO terms, including 327 biological processes; 103 molecular functions; 70 cellular components (Fig 3b). In the enriched GO terms, several crucial for developmental biology were highlighted, such as embryonic skeletal system morphogenesis, sequence-specific DNA binding,
etc.
KEGG enrichment analysis of 1921 up-regulated genes (P<0.05) in E16 showed that these genes were enriched into 61 signaling pathways (Fig 4a), among which, the pathways were found, such as E25 receptor interaction, PI3K-Akt signaling pathway, Hippo signaling pathway and MAPK signaling pathway. KEGG enrichment analysis of 2427 up-regulated genes inE25 showed that these genes were enriched into 33 signaling pathways (Fig 4b). Among these signaling pathways, these signaling pathways were found, such as complement and coagulation cascades, PPAR, myocardial contraction, amino acid synthesis and metabolism.
Due to ethical reasons, many questions about human embryos cannot be answered directly. No animal model can truly reproduce the process of human embryonic development and however, pregnant sheep have been widely used to study maternal-fetal interaction. Therefore, it is necessary to have a thorough understanding of the development events of sheep embryos (
Barry and Anthony, 2008;
Yu and Guan, 2013). In addition, the research on early embryonic development in sheep will help us better regulate the gestation and reproductive process of sheep, which is also crucial for economic development.
E16
KEGG pathway annotation showed that DEGs are significantly enriched in ECM- receptor interaction pathway, focal adhesion, protein digestion and absorption pathway and some cancer pathways, which seemed to indicate that many DEGs and signaling pathways are involved in the occurrence of some cancer
(Bao et al., 2019). This was due to the detection of a large number of epithelial cells with mesenchymal characteristics during organogenesis, which is similar to the characteristics of epithelial/mesenchymal cells during tumorigenesis (Dong
et al., 2018). Collagen (COL) gene-involved ECM-receptor interaction, focal adhesion, as well as protein digestion and absorption pathways play a key role in cell proliferation and metastasis in organogenesis
(Zhong et al., 2022) which is consistent with our analysis results. In the experimental data of this study, FN1 was significantly up-regulated and involved in the regulation of ECM receptor interaction, focal adhesion, cancer and actin cytoskeleton pathways
(Wang et al., 2013). Integrins are heterodimeric transmembrane adhesion receptors composed of α- and α-subunits, whose members promote ECM-to-cell interactions and participate in cell adhesion and signal tansconduction, such as tissue development, tissue differentiation and immune responses
(Zhu et al., 2020). Lama protein family is chiefly distributed in endothelial cells and some epithelial basement membrane
(Shan et al., 2015), which mainly mediates cell adhesion and migration and plays an important role in tissue and organ formation by interacting with other ECM components during embryonic development
(Jaluria et al., 2008). In addition, it was found in this study that PDGFRB and VEGFA were also enriched in focal adhesion. Platelet-derived growth factors (PDGFs) belong to a family of the growth factor peptides, which bind to their receptors (PDGFRA and PDGFRB) and stimulate cell growth and migration
(Zhang et al., 2012; Gong et al., 2012). At the same time, it was also found in this study that the up-regulated genes in E16 were enriched in Axon guidance pathway, including semaphorins family members SEMA4G, SEMA3G, SEMA4A, SEMA3E and SEMA6D, which can affect such processes as axon bundling, branching and synaptic formation, as well as plexin PLXNA2 and PLXNA4 (
Moskowitz and Lo, 2003), in the semaphorin receptor family. Hippo signaling pathway is an evolutionarily conserved signaling one, which can control the size of organs from flies to humans
(Zhao et al., 2011). However, in the enrichment results of this study, the canonical transcription regulator YAP1
(Piccolo et al., 2014), the factor DLG11 (
Enomoto and Igaki, 2011) that inhibits the entry of YAP/TAZ complex into the nucleus and the transcription factors TEAD1 and TEAD4
(Lin et al., 2017) were found in Hippo pathway. In addition, it was noticed that in genes enriched in Hippo pathway, there were also TGFB1, TGFB2, TGFBR1, TGFBR2, BMP5, BMPR2, WNT2 and WNT11. Studies have shown that Hippo signaling pathway, as an important pathway regulating organogenesis during embryonic development, is not only related to Wnt signaling pathway, but also interacts with the TGF-β signaling pathway
(Zhao et al., 2010), which is consistent with the results of this study. BMP2, BMP5, TGFB1 and TGFB2 as important ligands in the TGF-β signaling pathway, as well as BMPR2, TGFBR1 and TGFBR2 as indispensable receptors in the pathway, affect the osteogenic differentiation and apoptosis of cells
via the BMP signaling and the classical TGF-âsignaling pathways, respectively (
Lochab and Extavour, 2017).
E25
During the E25 period, the following pathways were significantly enriched. The complement system is canonically considered to be the main effector in innate immunity. It is a germline-encoded system composed of more than 50 circulating and membrane- bound proteins, most circulating proteins are produced in the liver, the core component of the complement system is C3 (
Morgan and Gasque, 1997;
Merle et al., 2015). The local production of complement proteins appears to be sufficient to generate humoral immune responses and it is the main source of complement in immunological privileged sites (
e.g. the brain and eyes) (
Barnum, 1995). In addition, studies also showed that complement plays a role in angiogenesis and synapse formation, especially an integral role in mouse development
(Haynes et al., 2013). At the E25 stage, the significant enrichment of complement and coagulation cascades indicates that the embryo at this stage is constructing the innate immune system and meanwhile the occurrence of blood vessels, synapses, brain, eyes and liver is thus confirmed.
The ATP-binding cassette (ABC) transporters constitute one of the largest known protein families (
Liu, 2019). In the immune system, antigen processing-related transporters TAP1 and TAP2 belong to subclass B of ABC transporters (ABCB2 and ABCB3, respectively), which are crucial molecules for antigen processing and loading onto major histocompatibility complex I (MHC I) (
Eggensperger and Tampé, 2015). In addition, outside the immune system, bile acid production in the liver depends on several different ABC transporters, including ABCB4 (
Morita and Terada, 2014). The generation of immature T cells occurs in the thymus, during which a subset of T cell receptors (TCRs) have the ability to transmit appropriate signals. The intensity of TCR signals largely depends on the composition and structure of plasma membrane
(Wang et al., 2016). Therefore, the changes in plasma membrane lipid composition directly affect TCR-mediated signal transduction, as well as the development of thymocytes. The gene ABCC8 encodes the SUR1 subunit of the pancreatic β-cell ATP-sensitive K+ (K ATP) channel and affects pancreatic β-cell formation
(Kapoor et al., 2013). The successful enrichment of ABC transporters shows the occurrence process of pancreatic β-cells, T-cells and liver.
In addition, in this study, the PPAR signaling pathway was also received attention. PPARs have three subtypes (PPAR alpha, beta/delta and gamma), which exhibit different expression patterns in vertebrates. PPAR alpha plays a role in circulation or the clearance of cellular lipid by regulating the expression of genes involved in lipid metabolism in liver and skeletal muscle. PPAR beta/delta is involved in lipid oxidation and cell proliferation. PPAR gamma promotes adipocyte differentiation to enhance blood glucose uptake (
Ramirez et al., 2018). Retinoid × receptor (RXR) may exert an effect on the development and function of brain and nervous system. In the development of the nervous system, PL of neural membrane is rich in long-chain polyunsaturated fatty acids (PUFA), such as docosahexaenoic acid (DHA) and the brain-FABP (BFABP; FABP7) is mainly detected in the prenatal brain with a relatively low level in the adult brain. Hepatic carnitine palmitoyltransferase 1 (CPT1A) is the primary isoform (
Choudhary et al., 2022) which is found in the liver, spleen, kidneys, lungs, intestines, pancreas, brain and ovaries. Brain carnitine palmitoy ltransferase 1 (CPT1C) is mainly expressed in the brain. The successful enrichment of the two classes of genes in PPAR signaling pathway indicates that fat metabolism in liver and brain is relatively vigorous at the E25 stage.