Abstract
Human endometrial receptivity is a critical determinant of pregnancy success; however, in vivo studies of its features and regulation are particularly challenging due to ethical restriction. Recently, the development of human endometrial organoids has provided a powerful model to examine this intricate biological process. In this study, we established a specialized human window-of-implantation (WOI) endometrial organoid system that mimics the in vivo receptive endometrium. The endometrial organoid recapitulates not only the structural attributes of glands and stroma, but also the in vivo endometrium’s cell types at the single-cell level. Furthermore, the WOI endometrial organoid exhibits the features of in vivo implantation endometrium such as hormone responsiveness, secretory functions, and distinctive implantation window hallmarks, including decidualization, extracellular matrix (ECM) remodeling, pinopode formation, cilia generation and metabolism. This in vitro model also effectively demonstrates the process of proliferation-secretory transformation, ciliary epithelium differentiation, and epithelial-mesenchymal transition (EMT). As such, WOI organoids hold great promise as a robust platform to unravel the intricate mechanisms governing endometrial receptivity regulation, maternal-fetal interactions, and associated diseases, ultimately driving impactful advancements in the field.
eLife assessment
This study presents initial findings in the generation of 3D cell constructs from endometrial cell mixtures seeded in Matrigel scaffold and treated with hormones as a proof of concept. While the study findings are valuable, functional validation to demonstrate its robustness is lacking, and therefore the strength of evidence is incomplete. The term organoids might not be appropriate to describe this in vitro model.
Significance of findings
valuable: Findings that have theoretical or practical implications for a subfield
- landmark
- fundamental
- important
- valuable
- useful
Strength of evidence
incomplete: Main claims are only partially supported
- exceptional
- compelling
- convincing
- solid
- incomplete
- inadequate
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Introduction
The human endometrium, comprising various cell types, experiences shedding (menstrual phase), regeneration (proliferative phase), and differentiation (secretory phase) under the regulation of estrogen and progesterone during the menstrual cycle (1). A brief window, called the “window-of-implantation (WOI)” or mid-secretory phase, allows for embryo implantation into the endometrium (1). The endometrium at the embryo implantation site contains diverse cells, including ciliated epithelial cells, decidualized stromal cells and immune cells. Cyclic endometrial changes akin to those in humans are exclusive to apes, Old World monkeys, molossid bats, and spiny mice, but not mice (1), rendering typical mouse models insufficient for accurately simulating human endometrium. Existing endometrial cell lines, such as Ishikawa and HEEC cells, consist solely of a single cell type, thus failing to reproduce the intricate physiological structure and function of the endometrium.
Replicating and reconstructing human organs has become essential for exploring tissue physiology and function. Organoid, a self-assembled 3D structure, closely resemble in vivo tissue or organ (2). They offer high expansibility, phenotypic, and functional properties, emerging as powerful tools for investigating tissue physiology and disease (3). In 2017, the first long-term and hormone-responsive human endometrial organoid was established using adult stem cells from endometrial biopsy(2). Based on this, Margherita Y. Turco, et al developed noninvasive methods to construct endometrial organoids from menstrual flow(4). Apart from adult stem cells, pluripotent stem cells were also induced to endometrial stromal fibroblasts and epithelium, and then cocultured to form organoids(5, 6), which offered vigorous proliferative capacity but lacked immune cells and other components of the microenvironment. In efforts to mimic human endometrial cell types in vitro, the endometrial organoids progressed from epithelial organoids(7), to assemblies of epithelial and stromal cells(8, 9) and then to stem cell-laden 3D artificial endometrium(10, 11), which were solely closer but not completely identical to the endometrium. Additionally, pathological endometrial organoid models have been established for conditions like endometriosis, endometrial hyperplasia, Lynch syndrome, and endometrial cancer (12). These organoids simulated endometrial morphology, hormone responsiveness, and physiological and pathological processes in vitro (3, 7, 13–15), facilitating the study of physiological phenomena (13, 16, 17), pathogenic mechanisms(14) and drug screening(12).
Although various regulators have been suggested to be involved in WOI, we are far from understanding how embryo implantation occurs during the WOI due to ethical limitations and lack of in vitro receptive endometrial model. Transforming from proliferative to receptive endometrium involves dynamic changes like decidualization, epithelial-mesenchymal transition (EMT) and ciliated epithelial development (1, 18), which have not been reconstructed in any in vitro model to date. Here, we successfully established a receptive endometrial organoid system regulated by hormones and reflecting the in vivo WOI endometrial features, providing a platform for studying physiological and pathological endometrium and maternal-fetal interactions during the peri-implantation period.
Results
Endometrial organoids possess endometrial morphology and function
To establish endometrial organoids in vitro, prereceptive endometrium from reproductive-age women was dissociated into single cells or small cell masses, which were embedded with Matrigel in expansion medium (ExM). We devised a “window-of-implantation (WOI)” organoid by supplementing the culture system with prolactin (PRL), human chorionic gonadotropin (hCG), and human placental lactogen (hPL), alongside E2, MPA, and cAMP. In contrast, endometrial organoids maintained in ExM constituted the “control (CTRL)” group, while organoids treated with E2 for two days, followed by E2, MPA, and cAMP for an additional six days, induced the secretory phase as previously reported(7), and were designated the “secretory (SEC)” group (Fig. 1A). Theoretically, the WOI organoids are initially in the secretory phase, thus, possessing characteristics of the SEC organoid, more importantly, they should exhibit the traits of mid-secretory phase. The endometrial organoid, consisting of vesicle-like glands, fibrous stromal cells and other surrounding cells, developed into a 3D structure with the support of Matrigel (Fig. 1B∼1C, Video S1∼S4). As the organoids grew and differentiated, the endometrial glands enlarged, epithelial cells adopted a paving stone arrangement, and stromal cells formed an extensive network (Fig. 1C). The glandular epithelium marker E-cadherin, stromal cell marker vimentin, and endometrial gland marker FOXA2 were expressed in the cultured endometrial organoid, which resembled the endometrium morphologically (Fig. 1D). Moreover, the endometrial organoids exhibited substantial expression of the proliferation marker Ki67, while the apoptosis marker cleaved caspase-3 was undetectable, signifying the organoids’ robust proliferative capacity (Fig. 1E).
Functionally, endometrial organoids successfully secreted glycogen into the lumen, analogous to in vivo endometrial activity, thereby providing nourishment for embryo implantation (Fig. 1D). The CTRL organoids exhibit minimal glycogen secretion, whereas both SEC and WOI organoids display substantial glycogen secretion into the glandular lumen (Fig.S1A). Furthermore, the endometrium undergoes cyclical alterations under regulation by estrogen (E2) and progesterone in vivo. Following hormonal stimulation, WOI organoids exhibited slower growth than SEC and CTRL organoids, while CTRL organoids maintained robust proliferative activity (Fig. 1B). In our organoids, after treatment with E2 for two days and subsequently with medroxyprogesterone acetate (MPA) and cAMP for fourteen days, the organoids demonstrated significantly increased expression of progesterone receptor (PR A/B) and a slight elevation in estrogen receptor α (ERα) relative to the CTRL group (Fig. S1B), suggesting the sensitivity to hormone treatment. These results demonstrate that our organoids exhibited comparable morphology, secretory function, and hormone responsiveness to the in vivo endometrium.
Developing receptive endometrial organoids in vitro mimicking the implantation-window endometrium
Single-cell transcriptomics analysis with reference to CellMarker, PanglaoDB, Human Cell Atlas, Human Cell Landscape, and scRNASeqDB, and previous endometrium related studies(1, 7, 9, 19) revealed the presence of epithelium, stromal cells and immune cells in WOI organoids (Fig. 2A, Fig. S3B∼S3C). With respect to glandular and luminal epithelium, secretory epithelium, LGR5 epithelium, ciliated epithelium and EMT-derived stromal cells, the WOI organoids closely resemble the mid-secretory endometrium (Fig.2A, Fig.S3C∼S3D) according to comparisons of the scRNA-seq data of our organoids and mid-secretory endometrium described by Stephen R. Quake in 2020 (1). We have captured the morphology of immune and stromal cells using 3D clearing staining and light sheet microscopy imaging, with vimentin marking stromal cells, CD44 designating immune cells and FOXA2 identifying glands (Fig.2B∼2C). Thus, we sought to confirm the presence of immune cells and investigate the proportion of T cells and macrophages in the endometrial organoids using flow cytometry. The gating strategy for T cells and macrophages was shown in Fig. 2D. White blood cells (WBC) were determined as CD45+ cells, while T cells and macrophages were defined as CD45+CD3+ cells and CD45+CD68+CD11b+ cells, respectively.
Given that the mid-secretory phase is when the implantation window opens and significant transcriptional changes occur, we focused on comparing gene expression and transcription regulation during this phase (Fig.2E∼2F), referring to Stephen R. Quake 2020 for mid-secretory phase scRNA-seq data(1). Pathways including mitochondrial energy metabolism, cell adhesion, cytoskeleton regulation, and epithelial cell growth were all upregulated in both the WOI organoid and mid secretory endometrium compared with that in the CTRL and SEC organoids (Fig. 2E).
Analysis of key transcription factors (TFs) involved in implantation revealed similarities between WOI organoids and mid secretory epithelium when compared to the CTRL and SEC organoids, including hypoxia response (such as previously reported HIF1A(20)), embryo implantation (such as FBLN1(21)), lipid metabolism (such as VMP1(22)), cell migration, and cell junction (such as TJP1(23)) (Fig. 2F). Moreover, markers of endometrial decidualization (such as S100A10(24)), EMT (such as FAT1(25) and FOXF2(26)), and receptivity (such as NEAT1(27), SERPINB9(28), SOX17(29) and SOX4(30)) were expressed at comparable level in EMT-derived stromal cells in both groups (Fig. 2F). We then conducted the endometrial receptivity test (ERT) to assess the receptive state of the endometrium(31) and endometrial organoids (Fig. 2G). Hormone-treated organoids derived from pre-receptive endometrium entered the receptivity phase, suggesting the successful formation of the implantation window in vitro. Collectively, these results demonstrate that the developed WOI organoids closely resemble the in vivo endometrium during the implantation window in terms of cell composition, function, transcriptional regulation, and endometrial receptivity.
Receptive endometrial organoids recapitulate WOI-associated biological characteristics
We analyzed the transcriptome and proteome profiles of WOI organoids compared to those of CTRL or SEC organoids to assess WOI associated biological characteristics (Fig. 3A, 3E, Fig. S2A∼S2D). WOI organoids exhibited a strong hormone response, as demonstrated by PGR at the transcriptome level (Fig. 3B). Combined analysis of the transcriptome and proteome of the WOI organoids demonstrated 179 upregulated genes/proteins compared with those in the CTRL group (Fig. S2E), and most of these genes/proteins are involved in the estrogen response (Fig. S2F). Furthermore, the progesterone response level tested by PRA/B immunostaining was highest in the WOI group, meanwhile estrogen responsive protein OLFM4 was also upregulated (Fig. 3C). FOXO1 is a critical marker of endometrial receptivity depending on PGR signaling. We found WOI organoids showed a significantly elevated FOXO1 compared with the CTRL organoids (Fig.3D, Video S5), indicating that progesterone signaling was involved in WOI organoid establishment. The above results demonstrated that the WOI organoids responded strongly to estrogen and progesterone.
The growth and development, assembly and movement of cilia, a characteristic endometrial structure, are dynamically regulated by the hormones during the menstrual cycle, which are essential for the establishment of the endometrial implantation window and embryo implantation. Cilia assembly(marked by acetyl-α-tubulin(13)) and motile cilia (marked by TPPP3 and ODF2(32)) appeared dominant in the WOI organoids (Fig. 3F∼3G, Fig.S2I). Moreover, the expression of tubulin, integrin and components of the PI3K-Akt pathway, which function to generate pinopodes and respond to invasion, was also upregulated in the WOI organoids (Fig. 3F, Fig.S2J). Electron microscopy confirmed the existence of pinopodes, glycogen particles, microvilli and cilia in the endometrial organoids (Fig. 3H). The pinopodes of WOI organoids arranged more densely on the luminal side of epithelium than that of CTRL organoids, which contributes the embryo adhesion. The endometrial epithelium is composed of ciliated cells and non-ciliated cells with microvilli. The microvilli of WOI organoids were densely packed, while cilia were only observed in the WOI organoids. In addition, the WOI organoids had much more glycogen particles than the CTRL group. These structures marked the establishment of endometrial receptivity and benefited for the embryo adhesion to the endometrium.
Other characteristics of the implantation window involved decreased cell proliferation (marked by CDH5 and MEIS1), increased cell differentiation (marked by FGFBP1 and TFF1), extracellular matrix (ECM) remodeling (marked by PDGFB and IGFBP4(33)) and reduced cell adhesion (marked by EFNA5, LAMA3 and RHO GTPase) (Fig. 3B, Fig. S2G). Besides, energy metabolism (represented by SLC25A1(34)) and hypoxia response (represented by HIF1 α (20)) were also characteristically enhanced in WOI organoids (Fig. 3B, Fig. S2F∼S2H), which maintained the receptive state of endometrial organoids.
Structural cells construct WOI with functionally dynamic changes
Based on the overall WOI associated biological characteristics at the organoid level, we further examined the functionally dynamic changes in structural cells during the WOI. Although the differences between the WOI and SEC organoids were slight at the organoid level, the WOI organoids displayed more thoroughly differentiation to the mid-secretory endometrium than the SEC organoids at the single-cell level.
In terms of energy metabolism, the WOI organoids exhibited upregulation of monocarboxylic acid and lipid metabolism and hypoxia response. Likewise, the secretory epithelium, critical for the implantation window, accumulated more in the SEC and WOI groups, contributing to cellular metabolic processes and HIF-1 signaling pathway response to hypoxia at the single-cell level (Fig. 4A, Fig. S3E). WOI organoid secretory epithelium exhibited enhanced peptide metabolism and mitochondrial energy metabolism compared to the SEC group, supporting endometrial decidualization and embryo implantation (Fig. 4B). Moreover, increased secretory epithelium and decreased proliferative epithelium in the SEC and WOI organoids suggested the transformation from proliferation to secretory phase, which is an obvious feature of the implantation window (Fig. 4A). Proliferative epithelium differentiates into secretory epithelium under the regulation of branch nodal genes between state 5 and state 6, such as the GAS5, RPL and RPS families, as revealed by single-cell trajectory (Fig. 4C, Fig. S4A∼B, Fig. S4G). The WOI organoids showed more thoroughly differentiation from proliferative to secretory epithelium in relation to the SEC organoids (Fig. 4C, Fig. S4A). Overall, the WOI organoids indicated that proliferative epithelium transformed to secretory epithelium with increased energy metabolism and hypoxia response during the implantation window.
Given that the WOI organoids exhibited increased cilia assembly and motile cilia, the transformation and function of the ciliated epithelium gained attention. Single-cell transcriptome analysis revealed hormone treatment increased ciliated epithelium and decreased unciliated epithelium in SEC and WOI groups by altering the expression of key genes (Fig. 4A). These crucial genes, including KRT19, MALAT1, RPL21 and RPS2, expressed divaricately at the fork of differentiation from ciliated cells toward ciliated or unciliated cells (Fig. 4D, Fig. S4C∼D, Fig. S4H). Ciliated epithelium was enriched in protein binding, cilium organization, and assembly genes, while unciliated epithelium was enriched in actin cytoskeleton and translation genes (Fig. S3E). The WOI organoids’ ciliated epithelium regulated vasculature development and displayed higher transcriptional activity than the SEC group (Fig. S3F). Ciliated epithelium interacts with immune cells and secretory epithelium, modulating angiogenesis via NRP1-VEGFA and NRP2-VEGFA(35) in all groups, with NRP2 highly expressed in WOI organoids (Fig. 4F, Fig. S2K). The WOI ciliated epithelium showed enhanced invasion ability via CD74-COPA(36), CD74-APP(36) and ROR2-WNT5A(37) (Fig. 4F). Thus, WOI organoids revealed accumulated ciliated epithelium’s role in preparing the implantation window.
The WOI organoids displayed upregulated cell differentiation not only at organoid level but also at cellular level, which is represented by EMT. EMT is a common and crucial biological event in the endometrium during the implantation window(38). Synthetic analysis of the transcriptome and proteome revealed increased EMT occurrence in WOI organoids (Fig. S2F). EMT-derived stromal cells, exhibiting gene expression patterns characteristic of both epithelial and stromal cells, are the indication of EMT and more abundant in the SEC and WOI groups (Fig. 4A). Pseudotime trajectory indicated proliferative epithelium transformed into EMT-derived stromal cells, regulated by key genes such as DOC2B, FXYD3, and LPCAT3 (Fig. 4E, Fig. S4E∼F, Fig. S4I). The WOI organoids exhibited more thoroughly differentiation to EMT-derived stromal cells than the SEC organoids (Fig. 4E). EMT-derived stromal cells showed alterations in protein binding, cell cycle, organelle organization, and reproduction, with more enhanced lamellipodium-mediated cell migration, cell junction and cytoskeleton regulation in the WOI organoids than the SEC organoids (Fig. S3E∼S3F). EMT-derived stromal cells and epithelium cooperated in transitioning from proliferation phase to implantation window (Fig.4G). We found that NRP1 and SLC7A1 were highly expressed by EMT-derived stromal cells, and their receptors (SEMA3A and CSF1) were more upregulated in the epithelium of WOI group than SEC group (Fig.4G). NRP1-SEMA3A has been reported to promote vascularization and responds to hypoxia(39). SLC7A1(40) is the key arginine transporter, and CSF1(41) is a kind of pro-survival cytokines, both of which support receptivity establishment, embryo implantation and development. However, angiogenesis-related and TNF-related pathways were downregulated in WOI organoids (Fig.4G). The functions of NRP1-VEGFB and ADRB2-VEGFB in angiogenesis are not yet clear and require further exploration. Elevated TNF has been reported connected to stromal cell demise and pregnancy failure(42). Compared with common stromal cells, EMT-derived stromal cells communicate slightly differently with epithelial or immune cells. CD44 and CD46, which are involved in cell adhesion(43) and immunoregulation(44), are highly expressed in stromal cells and EMT-derived stromal cells, respectively, and bind separately with SPP1 and JAG1 in epithelial and stromal cells (Fig. 4G, Fig. S3G). In general, WOI organoids demonstrated EMT’s role in mediating endometrial transformation towards the implantation window.
Discussion
In our study, we constructed the WOI endometrial organoids, and observed the remarkable resemblance in structure and function to the in vivo endometrium. The organoids consist of three primary types of endometrial cells, specifically epithelial, stromal, and immune cells, with epithelial cells assembling into glands and surrounded by immune cells and stromal cells. This similarity in cellular composition and tissue architecture to the endometrium lays the foundation for simulating receptive endometrium.
Although previous studies treated endometrial organoid with E2, P4, and cAMP to induce a transition to the secretory phase in the endometrium, the methodology to accurately simulate the implantation window or mid-secretory endometrium remains elusive and warrants further investigation. Previous research suggested that placental signals could further promote the differentiation of endometrial organoids (2), and PRL, hCG and HPL have been implicated in processes such as decidualization, implantation, immunoregulation, and angiogenesis (45–47). Detailly, PRL, synthesized by the adenohypophysis, endometrium, and myometrium, plays a vital role in implantation, immunoregulation, and angiogenesis, with the secretory endometrium producing PRL in response to MPA and E2, leading to ciliated cell formation and stromal cell decidualization (2, 45). HCG, secreted by trophoblasts in early pregnancy, influences decidual cells (46) and improves endometrial thickness and receptivity(48). The infusion of hCG increases the levels of key factors associated with endometrial receptivity, such as endocytosis proteins, hypoxia-inducible factor 1 (HIF1), chemokines, and glycodelin (49). HPL contributes to the development and function of uterine glands(47). Consequently, the additional supplementation of PRL, hCG and HPL in our system augmented hormone responsiveness and receptivity, while promoting cell differentiation, ultimately yielding a model more representative of the receptive endometrium.
Here, our WOI organoids display specific features of in vivo receptive endometrium. They show similarly upregulated energy and lipid metabolism to the in vivo implantation window. Enhanced energy metabolism involves monocarboxylic acid metabolism and mitochondrial oxidative phosphorylation. Monocarboxylic acids, exemplified by lactate, pyruvate, and ketone bodies, are vital metabolites in most mammalian cells. During the implantation window, elevated lactate levels mobilize endometrial monocarboxylic acid metabolism and function as a pregnancy-related signal, stimulating ATP secretion in the epithelium. Subsequently, ATP, the primary product of energy metabolism, induces neighboring epithelial cells to release IL8, promoting decidualization of stromal cells (50). Lipid metabolism, responsible for energy storage, signal transduction, cell proliferation, apoptosis, and membrane trafficking, plays a crucial role in endometrial receptivity and implantation, although its mechanisms remain unclear (51–53). Thus, the WOI organoids build a metabolic framework for simulating in vivo implantation window.
Functional alterations in secretory epithelium and EMT-derived stromal cells at the single-cell level also occur during the implantation window and warrant attention. The secretory epithelium responds to hypoxia through the HIF1 signaling pathway during the implantation window. HIF1A maintains oxygen homeostasis by increasing VEGF levels throughout the menstrual cycle, while HIF2A promotes angiogenesis for embryo implantation (20, 54). Angiogenesis and vascular remodeling support functional endometrial layer repair, endometrial thickening, receptivity, and embryo implantation. Importantly, EMT, a signature transition to the receptive endometrium, occurs in the proliferative epithelium and EMT-derived stromal cells and is involved in opening the epithelial layer of endometrium(38), during which epithelial cells lose polarity and cell-to-cell junctions, stromal cells acquire the migratory and invasive abilities (55). These implantation window associated cellular characteristics are reproduced in the WOI organoids, which confirms that they are currently the closest model to the in vivo state. The WOI organoids will allow us to explore the underlying mechanisms and advance the field of embryo implantation research.
However, our WOI endometrial organoids also have some limitations. We observed a decreased abundance of immune cells, primarily T cells characteristically expressing TSPYL2, RSRP1 and CD44, in WOI organoids, suggesting a possible immunoregulation in preparation for embryo implantation. But the immune cell composition of organoids varies from that of the in vivo endometrium. Although the organoids contain epithelial, stromal and immune cells, making them the closest model to the in vivo endometrium currently available, it is undeniable that they cannot perfectly replicate the in vivo state. The in vivo endometrium consists of functional and basal layers with more abundant cell subtypes than organoids due to the superior regulation by systemic hormones and nutrients. Moreover, the endometrial organoids lack the mechanical properties of the myometrium that impact in vivo endometrium (56). We are looking forward to constructing the whole uterus in vitro with stem cell induction, 3D printing technology, and microfluidic systems.
In summary, we developed a receptive endometrial organoid that mimics the features of in vivo implantation-window endometrium features (Fig. 5). Our human endometrial organoid comprises epithelium, stromal cells, and immune cells, ensuring hormone responsiveness and endometrial secretion function while recapitulating aspects such as decidualization, ECM remodeling, pinopode formation, cilia generation, EMT and metabolism. This receptive endometrial organoid serves as a platform to investigate endometrial physiology, maternal-fetal interactions, and functional or organic diseases, with potential for functional applications and clinical translation.
Materials and Methods
Establishment of endometrial organoids
All experiments involving human subjects followed medical ethical principles and the Declaration of Helsinki, and were approved by the Ethics Committee of Qilu Hospital of Shandong University. Informed consents were obtained from patients. Females of reproductive age who received hysterectomy for benign diseases were selected for this study. Clinical information of patients providing endometrial tissue was listed in Dataset S1. Experimental procedures are presented in detail in the Supporting Information.
Hormone treatment of endometrial organoids
The hormone regimen for inducing endometrial secretory phase, as described by Thomas E. Spencer et al (7), consisted of estradiol for 2 days followed by a combination of estradiol (Sigma E2758), medroxyprogesterone acetate (Selleck S2567) and N6,2′-O-dibutyryladenosine 3′,5′-cyclic monophosphate sodium salt (cAMP) (Sigma D0627) for 6 days.
To simulate the endometrium of implantation window, we developed a model by incorporating various pregnancy-related hormones. The hormone regimen included estradiol for the first two days, followed by a combination of estradiol, medroxyprogesterone acetate, cAMP, Human Chorionic Gonadotropin (HCG) (Livzon Pharmaceutical Group Inc), Human Placental Lactogen (HPL) (R&D Systems 5757-PL), and prolactin (Peprotech 100-07) for 6 days. The CTRL group was cultured in ExM without the addition of hormones. (Fig. 1A)
Acknowledgements
This work was supported by National Natural Science Foundation of China (82192874 to H.Z), the National Key Research and Development Program of China (2021YFC2700301 to KL.W), the Basic Science Center Program (31988101 to Z.-J.C.), Fundamental Research Funds for the Central Universities(2022JC006 to KL.W), the Fundamental Research Funds of Shandong University Taishan Scholars Program of Shandong Province (tsqn201909194 to KL.W), Innovative research team of high-level local universities in Shanghai (SHSMU-ZLCX20210201 to KL.W).
We sincerely appreciate Prof. Tianqing Li (Kunming University of Science and Technology) and Prof. Shaorong Gao (Tongji University) for insightful comments and discussions.
We are grateful to Guangzhou Genedenovo Biotechnology Co., Ltd for assisting in sequencing and bioinformatics analysis. We also thank to YiKon Medical from China for technological assistance of ERT, Jingjie PTM Biolab (HangZhou) Co., Inc. for proteomics.
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