Abstract
Background: Patients with endometriosis (EMs) have high risks of infertility and spontaneous abortion. How to remodel the fertility of patients with EMs has always been the hot spot and difficulty in the field of reproductive medicine. As an aglycone of ginsenosides, protopanaxadiol (PPD) possesses pleiotropic biological functions and has high medicinal values. We aimed to investigate the effect and potential mechanism of PPD in the treatment of EMs-associated infertility and spontaneous abortion.
Methods: The EMs mice models were constructed by allotransplantation. The pregnancy rates, embryo implantation numbers and embryo resorption rates of control and EMs were counted. RNA sequencing, qRT-PCR, enzyme linked immunosorbent assay (ELISA) and FCM analysis were performed to screen and confirm the expression of endometrial receptivity/decidualization-related molecules, inflammation cytokines and NK cell function-related molecules in vitro and/or in vivo. The SWISS Target Prediction, STRING and Cytoscape were carried out to predict the potential cellular sensory proteins, the protein-protein interaction (PPI) network between sensory proteins and fertility-related molecules, respectively. Micro-CT detection, liver and kidney function tests were used to evaluate the safety.
Results: Here, we observe that PPD significantly up-regulates endometrial receptivity-related molecules (e.g., Lif, Igfbp1, Mmps, collagens) and restricts pelvic inflammatory response (low levels of IL-12 and IFN-γ) of macrophage, and further remodel and improve the fertility of EMs mice. Additionally, PPD increases the expression of decidualization-related genes and Collagens, and promotes the proliferation, residence, immune tolerance and anagogic functions of decidual NK cells (low levels of CD16 and NKp30, high levels of Ki67, VEGF, TGF-β) in pregnant EMs mice, and further triggers decidualization, decidual NK cell-mediated maternal-fetal immune tolerance and angiogenesis, preventing pregnant EMs mice from miscarriage. Mechanically, these effects should be dependent on ESRs, PGR and other sensory proteins (e.g., AR). Compared with GnRHa (the clinic first-line drug for EMs), PPD does not lead to the decline of serum estrogen and bone loss.
Conclusion: These data suggest that PPD prevents EMs-associated infertility and miscarriage in sex hormones receptors-dependent and independent manners possibly, and provides a potential therapeutic strategy with high efficiency and low side effects to remodels the fertility of patients with EMs.
Keywords: endometriosis, protopanaxadiol, endometrial receptivity, decidualization, GnRHa
Introduction
Endometriosis (EMs) is a common, chronic gynecological disease which can happen in women of reproductive age 1. The prevalence of EMs approximately to be 5%~10% 2, with a peak from 25 years old to 35 years old 3, and up to 50% of infertile women 4. EMs, an estrogen-dependent chronic inflammatory disease, is associated with pelvic pain and infertility 5. Notedly, in spontaneous pregnancies, endometriosis appears to be a risk factor of miscarriages (almost 80% increased risk 6). There were varieties of epidemiological factors and molecular and cellular alterations of EMs had been reported, such as early age at menarche or a long duration of menstrual flows 7, familial aggregation 8, increased estrogen receptor (ER) α and β expression 9-11, progesterone resistance 9, overproduction of prostaglandins, cytokines and chemokines 12, 13, and so on.
The reasons for EMs-associated infertility and miscarriage have been completely unknow yet. Pelvic anatomy distortion, endocrine and ovulatory disorders, inflammation and immune disorders, reduced endometrial receptivity, dysfunctional fallopian tubes and impaired sperm transport are the most common reasons for EMs-associated infertility 14. Macrophages (Mφ) in the abdominal cavity are the main source of cytokines that are either involved in regulating inflammation or released upon injury to the peritoneum 15, 16. Mφ constitutes 50% of peritoneal leukocytes in human. Dysfunctional phenotypes of peritoneal Mφ were observed in women with EMs, characterized by reducing phagocytic capacity and producing more Prostaglandin E2 (PGE2) and a lot of proinflammatory cytokines, which contribute to pelvic inflammation and anatomical abnormalities 17, 18.
Endometrial receptivity refers to the ability of the maternal endometrium to accept embryo implantation at a specific time. This period is called the “implantation window period” 19, which is regulated by estrogen and progesterone. These changings of sex hormones prevent menstruation, destruction of the decidualized endometrium, regulate lymphocytes functions, and promote angiogenesis. In the early pregnancy, the accumulation of leukocytes is up to 40% of total decidual cells, and decidual NK (dNK) cell population accounts for about 70% of total tissue immune cells 20, 21. dNK cells, marked by CD56brightCD16-KIR+, are poorly cytotoxic and have positive effects in regulating decidualization, placental development and angiogenesis 22, 23. Currently, researches on the role of dNK cells in endometrium of EMs patients are still scarce. However, more and more studies have shown the decreased number and activated cytotoxicity of dNK are closed related to spontaneous abortion 24-26.
Although the current medical therapies (e.g., gonadotropin-releasing hormone agonists (GnRHa), progestins and aromatase inhibitors) are world wildly used to inhibit ectopic endometrium growth by reducing the systemic levels of estrogen, their side effects cannot be ignored 9. Therefore, the most urgent need is to develop more effective treatments and to save the fertility of patients to the greatest extent. Nowadays, traditional Chinese medicine has also been scientifically proven to be effective 27. Ginseng is one of the most famous traditional medicinal herbs, which is widely used in Asian countries. Protopanaxadiol (PPD) is one of two metabolites of ginsenoside, the main components extracted from ginseng. There are many reports about PPD used to treat various tumors, cardiovascular diseases 28, 29. Additionally, our previous study has showed that PPD suppresses ER-mediated inhibition of endometriotic cells autophagy, contributing to anti-EMs effects 30. However, the possible role and mechanism for PPD on infertility and spontaneous abortion of EMs are unknown.
Therefore, the current study is to investigate whether and how PPD against on infertility and spontaneous abortion of EMs in vitro and in vivo, and provide the potential intervention strategies for fertility remodeling and preservation of patients with EMs.
Materials and Methods
EMs mice model
A group of adult female BALB/C mice aged 6-8 weeks was purchased from Shanghai Jiesijie Experimental Animal Co., Ltd. (China) and was used for this study. They were maintained for 2 weeks at the animal facility before use. The Animal Care and Use Committee of Fudan University approved all the animal protocols. We constructed an intraperitoneal EMs model. On day 0, one-third of all mice were randomly selected as donors, and their uterus horns were removed and cut into fragments smaller than 1 mm3. Then those fragments were suspended in sterile saline and injected them into the remains intraperitoneally (for recipient mice, the ratio of the uterus to intraperitoneal injection of mice was 1:2). On the day 4, peritoneal fluids and uterus of Ctrl and/or EMs mice were collected, or the rest of Ctrl and/or EMs mice were randomly mated with healthy male adult mice, respectively, and then the data of pregnancy rate, the number of embryos, and the absorption rate were counted on day 18. From day 4 to day 32, the recipient mice were randomly divided into 3 groups and injected intraperitoneally with vehicle control (0.5% DMSO, every day, Sigma, MA, USA) or 45 mg/kg PPD (every 4 days, Sigma, MA, USA), or injected intramuscularly with 0.5μg GnRHa (every day, Sigma, MA, USA). The dose of PPD at 45 mg/kg was based on our previous study 30, and the dose of GnRHa at 0.5 μg was modified from a previous research conducted in female rats 31. On day 32, half of the mice were selected to mate with healthy male adult mice, and then the tissues of uterus were collected, and the data of pregnancy rate, the number of embryos, and the absorption rate were counted on day 46. In the remaining mice, the serum, the EMs-like lesions, peritoneal fluids (PF), uterus, livers, kidneys, and femurs were collected on day 32. The levels of estradiol in the serum were detected by enzyme linked immunosorbent assay (ELISA). The levels of aspartate aminotransferase (AST) and blood urea nitrogen (BUN) in the serum were measured by an automatic biochemical analyzer (Beckman Counter, USA). The serum levels of tartrate resistant acid phosphatase (TRAP) and alkaline phosphatase (ALP) were measured. Micro-CT was used to measure the osteoporosis-related markers. The number and weight of EMs-like lesions were counted. Hematoxylin-Eosin (H&E) staining was used to assess the lymphocytes infiltration in the livers and kidneys.
Flow cytometry (FCM) analysis
Human and mouse antibodies for flow cytometry assays (all antibodies were purchased Biolegend, CA, USA) were used for measurement of cell markers, including APC/Cyanine 7 (APC/Cy7)-conjugated anti-mouse CD45, fluorescein isothiocyanate (FITC)-conjugated anti-mouse F4/80, brilliant violent (BV) 660-conjugated anti-mouse CD11b, BV510-conjugated anti-mouse interferon (IFN)-γ, APC-conjugated anti-mouse interleukin (IL)-12, FITC-conjugated anti-mouse CD3, PE-Cy7-conjugated anti-mouse CD49a, BV510-conjugated anti-human CD14, BV421-conjugated anti-human CD45, APC/Cy7-conjugated anti-human CD45, phycoerythrin/Cyanine 7 (PE/Cy7)-conjugated anti-human IFN-γ, FITC-conjugated anti-human IL-12, BV605-conjugated anti-human CD56, PE/Cy7-conjugated anti-human CD16, PE-conjugated anti-human NKp30, APC-conjugated anti-human Ki67, APC-conjugated anti-human CXC chemokine ligand (CXCL)10, APC/Cy7-conjugated anti-human vascular endothelial growth factor (VEGF), and BV421-conjugated anti-human transforming growth factor (TGF)-β. Isotype IgG antibody (5 μl separately) was used as the control. Human Trustain FcX (Biolegend, CA, USA) was used to block Fc receptors prior to flow cytometry. Subsequently, cells were washed twice and resuspended in PBS for flow cytometry analysis. Samples were analyzed using a CytoFLEX flow cytometer (Beckman Coulter, Inc.) and data were analyzed using FlowJo (version 10.07 (FlowJo LLC).
Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR)
The total RNA was extracted by TRIzol regent (Invitrogen, Carlsbad, CA, USA). Subsequently, the concentration and purity of RNA was quantified by a NanoDrop spectrophotometer (NanoDrop Technologies; Thermo Fisher Scientific, MA, USA). The PrimeScript RT Reagent Kit (TaKaRa Biotechnology, Co., Ltd., Dalian, China) was utilized to reversely transcribe total RNA to cDNA. Next, qRT-qPCR was performed with SYBR Green PCR Master Mix (TaKaRa Biotechnology). The qRT-PCR primers are listed in Table S1. The target mRNA expressions were normalized to ACTB or Actb expression. All reactions were processed on the Applied Biosystems 7500 Real-Time PCR System (Thermo Fisher Scientific, MA, USA). The test results were analyzed using the 2-ΔΔCt method.
ELISA Assay
Blood samples were collected and then serum was removed after centrifugation for 15 minutes at 1000 ×g. Plasma estrogen (E2) concentrations were measured using a double-antibody sandwich ELISA at room temperature as per the manufacturer's instructions (R&D Systems, Minneapolis, MN, USA). Absorbance was recorded at a dual-wavelength of 450/630 nm. Each plate also contained a standard control (coefficient of variation < 12%).
Cells Culture Experiments
The monocytes cell line, U937, and the human endometrium stromal cell line, HESC, were purchased from the ATCC collection. HESC were pre-treated by RU486 (1 nM or 10 nM; Sigma, MA, USA) for 48h, then treated with or without PPD (40 μM; Sigma, MA, USA) for 48h, and the expression of related genes were detected by qRT-PCR. HESCs and DSCs were treated with or without PPD (40 µM) for 48 h, and the expression of related genes were detected by qRT-PCR. U937 cells were treated with 100 ng/mL phorbol-12-myristate 13-acetate (PMA, Sigma, MA, USA) for 24 h for differentiation and then they were co-cultured with PPD-pretreated HESCs for 48h. These U937 cells were collected to analyze the expression of IL-12, and IFN-γ by FCM.
mRNA-seq
Total RNA was extracted from the samples by Trizol reagent (Invitrogen, CA, USA) separately. Gene expression analysis was conducted by mRNA-seq for the conditions described in the relevant figures. Quality of the total RNA was measured by the Agilent 2100 Bioanalyzer and samples with RNA integrity number (RIN) higher than 7 were used for sequencing. cDNA libraries were generated using the TruSeq Stranded mRNA Library Prep Kit (Illumina, Inc.) according to the manufacturer's instructions. Libraries were size selected using a 6% polyacrylamide gel and purified using the QIAQuick PCR Purification Kit (Qiagen GmbH). Purified libraries were normalized and pooled to create a double stranded cDNA library ready for sequencing. The samples were sequenced on the Illumina MiSeq to render 50 base pair single end reads. The sequencing library was constructed after high-quality RNA was quantified and then sequenced HiSeq X (Illumina, CA, USA) on a 150 bp paired-end run.
Dif-Gene Analysis, Go Analysis, and Pathway Analysis
We applied DESeq2 algorithm 32 to filter the differentially expressed genes, after the significant analysis. The P-value and FDR analysis 33 were subjected to the following criteria: i) Fold Change>2 or < 0.5; ii), P-value<0.05, FDR<0.05. Gene ontology (GO) analysis 34 and pathway analysis have down as reported 35.
Integration analysis of the Protein‑protein Interaction (PPI) Network and Predict sensory proteins of PPD
The related moleules were submitted to the STRING database (available online: http://string‑db.org) for PPI recognition. The PPI network is further visualized by using the software of Cytoscape 3.7.2. We used to predict potential cellular sensory proteins or target receptors via the Swiss Target Prediction platform (http://www.swisstargetprediction.ch/).
Isolation and Purification of dNK cells
All subjects completed informed written consents forms for tissue collection, and the present study was approved by the Human Research Ethics Committee of Obstetrics and Gynecology Institute, Fudan University (Shanghai, China). Decidual tissues (n=19) were obtained from healthy women during early pregnancy (age, 23-35 years old; gestational age, 7-9 weeks) who underwent elective terminations for non‐medical reasons. The decidual tissues were digested and isolated as a previous procedure 36. Using this method, 98% of cells obtained were vimentin+ cytokeratin (CK)7- DSCs and CD45+ DICs as previously reported 25. DICs were used for dNK cells isolation, using magnetic beads (Miltenyi Biotec, Bergisch Gladbach, Germany) for in vitro experiments. These NK cells were directly treated with PPD (10, 20 or 40 µM, Sigma, MA, USA) or vehicle control (0.1% DMSO, Sigma, MA, USA) for 48h, and the dNK cells were collected to analyze the expression of NKp30, Ki67, CD16, VEGF, TGF-β1, and CXCL-10 by FCM.
In vivo X-ray Computed Microtomography (Micro-CT)
The isolated femurs were placed in a holder in the supine position. X-ray micro-computed tomographic scanning of the mice was performed using the Skyscan 1076 Scanner. The present research set the energy as 70 KVp and 100 µA with medium image resolution to obtain the best contrast between bone and soft tissues. The volume of interest (200 slices) for trabecular bone parameters was selected at the metaphyseal area located 1.5 mm below the lowest point of the epiphyseal growth plate of proximal tibia extending distally. To determine the cortical bone parameters, 100 slices were analyzed at the diaphyseal area located 2.5 mm from the metaphyseal area.
Statistical Analysis
Each experiment was conducted at least three times independently. For data with only two groups, Student's t test was used. For data containing more than two groups and fit the normal distribution, an analysis of variance (ANOVA) test was used, followed by Tukey or Bonferroni test for t tests, and the results were presented as mean ± SEM. All analyses were conducted using the SPSS 20.0 Statistical Package for the Social Sciences software. p <0.05 was considered to indicate a statistically significant difference.
Results
PPD regulates hormones receptors expression and restricts the growth of ectopic lesions of EMs mice with impaired fertility and elevated inflammation
Chronic pelvic pain and infertility are the most common symptoms of EMs. We firstly constructed the EMs mice model by allotransplantation, flowing the procedure of Figure 1A. At Day 4, the expression level of interferon (IFN)-γ in Mφ of peritoneal fluid (PF) was measured by FCM, and the mRNA expression levels of interleukin 6 family cytokine (Lif) and Insulin-like growth factor-binding protein 1 (Igfbp1) were measured by qRT-PCR. As shown, the levels of IFN-γ in CD45+F4/80+/CD11b+ Mφ were significantly increased (Fig. 1B and 1C), and the expression of Lif and Igfbp1 were obviously downregulated (Fig. 1D) in uterine endometrium from mice with EMs. Additionally, these female mice were randomly mated with healthy male mice for another 14 days. At Day 18, we observed poor pregnancy outcomes in the EMs mice group, including lower pregnancy rate and embryo implantation numbers and higher embryo resorption rates, compared with the Ctrl group (Fig. 1E-G). These data suggest that the EMs mice model with endometrial allotransplantation can reflect the condition (i.e. elevated pelvic inflammation) in vivo and impaired fertility of endometriosis.
To evaluate the potential therapeutic role of PPD in EMs, PPD (45 mg/Kg, every 4 days) or GnRHa (as a positive control, 0.5 μg, every day) was used to treat the EMs mice model, flowing the procedure of Figure 2A. Excitingly, the number and weight of ectopic lesions were diminished significantly in the PPD-treated group, as well as the GnRHa-treated group (Fig. 2B and 2C). More notedly, PPD did not affect the serum estrogen (E2) concentration, while GnRHa led to the down-regulation of E2 concentration dramatically as reported 37 (Fig. 2D). Interestedly, treatment with PPD resulted in up-regulation of Progestogen receptor (Pgr) and down-regulation of Estrogen receptor 1 (Esr1) and Esr2 (Fig. 2E).
Target Acquisition of PPD
To further analyze the possible mechanism of PPD on endometrial receptivity, Swiss Target Prediction (http://swisstargetprediction.ch/) was carried out, and the data showed that there were 66 predicted intracellular sensory proteins or target reporters, including androgen receptor (AR), 11-beta-hydroxysteroid dehydrogenase 1 (HSD11B1), nuclear receptor ROR-gamma (RORC), ERα, and ERβ (Table 1).
Table 1.
ID | Uniprot ID | Gene symbol | Protein name | Target Class | Known actives (3D/2D) |
---|---|---|---|---|---|
1 | P18031 | PTPN1 | Protein-tyrosine phosphatase 1B | Phosphatase | 85/49 |
2 | P33261 | CYP2C19 | Cytochrome P450 2C19 | Cytochrome P450 | 11/2 |
3 | P10275 | AR | Androgen Receptor | Nuclear receptor | 44/77 |
4 | P11511 | CYP19A1 | Cytochrome P450 19A1 | Cytochrome P450 | 5/9 |
5 | P08172 | CHRM2 | Muscarinic acetylcholine receptor M2 | Family A G protein-coupled receptor | 42/2 |
6 | P23975 | SLC6A2 | Norepinephrine transporter | Electrochemical transporter | 25/2 |
7 | P31645 | SLC6A4 | Serotonin transporter | Electrochemical transporter | 164/5 |
8 | Q13133 | NR1H3 | LXR-alpha | Nuclear receptor | 15/21 |
9 | P22303 | ACHE | Acetylcholinesterase | Hydrolase | 45/2 |
10 | Q16850 | CYP51A1 | Cytochrome P450 51 (by homology) | Cytochrome P450 | 10/3 |
11 | P04035 | HMGCR | HMG-CoA reductase | Oxidoreductase | 101/3 |
12 | P03372 | ESR1 | Estrogen receptor alpha | Nuclear receptor | 17/38 |
13 | P28845 | HSD11B1 | 11-beta-hydroxysteroid dehydrogenase 1 | Enzyme | 289/21 |
14 | P54707 | ATP12A | Potassium-transporting ATPase alpha chain 2 | Primary active transporter | 7/3 |
15 | P51449 | RORC | Nuclear receptor ROR-gamma | Nuclear receptor | 23/9 |
16 | Q12772 | SREBF2 | Sterol regulatory element-binding protein 2 | Unclassified protein | 0/1 |
17 | P05093 | CYP17A1 | Cytochrome P450 17A1 | Cytochrome P450 | 0/28 |
18 | Q9Y233 | PDE10A | Phosphodiesterase 10A | Phosphodiesterase | 326/0 |
19 | P11473 | VDR | Vitamin D receptor | Nuclear receptor | 72/46 |
20 | Q9UHC9 | NPC1L1 | Niemann-Pick C1-like protein 1 | Other membrane protein | 15/11 |
21 | P16662 | UGT2B7 | UDP-glucuronosyltransferase 2B7 | Enzyme | 0/22 |
22 | O00748 | CES2 | Carboxylesterase 2 | Enzyme | 8/7 |
23 | Q14994 | NR1I3 | Nuclear receptor subfamily 1 group I member 3 | Nuclear receptor | 1/2 |
24 | P06276 | BCHE | Butyrylcholinesterase | Hydrolase | 19/2 |
25 | P32246 | CCR1 | C-C chemokine receptor type 1 | Family A G protein-coupled receptor | 125/0 |
26 | Q9UM73 | ALK | ALK tyrosine kinase receptor | Kinase | 98/0 |
27 | P11712 | CYP2C9 | Cytochrome P450 2C9 | Cytochrome P450 | 10/0 |
28 | P08684 | CYP3A4 | Cytochrome P450 3A4 | Cytochrome P450 | 12/0 |
29 | P35354 | PTGS2 | Cyclooxygenase-2 | Oxidoreductase | 54/3 |
30 | P11474 | ESRRA | Estrogen-related receptor alpha | Nuclear receptor | 2/0 |
31 | O95718 | ESRRB | Estrogen-related receptor beta | Nuclear receptor | 2/0 |
32 | P04278 | SHBG | Testis-specific androgen-binding protein | Secreted protein | 1/41 |
33 | P25116 | F2R | Proteinase-activated receptor 1 | Family A G protein-coupled receptor | 36/0 |
34 | Q16549 | PCSK7 | Subtilisin/kexin type 7 | Protease | 1/0 |
35 | Q16602 | CALCRL | Calcitonin gene-related peptide type 1 receptor | Family B G protein-coupled receptor | 23/0 |
36 | P40189 | IL6ST | Interleukin-6 receptor subunit beta | Membrane receptor | 2/0 |
37 | P37288 | AVPR1A | Vasopressin V1a receptor | Family A G protein-coupled receptor | 30/0 |
38 | P06213 | INSR | Insulin receptor | Kinase | 37/0 |
39 | O00408 | PDE2A | Phosphodiesterase 2A | Phosphodiesterase | 44/0 |
40 | Q07343 | PDE4B | Phosphodiesterase 4B | Phosphodiesterase | 47/0 |
41 | O75469 | NR1I2 | Pregnane X receptor | Nuclear receptor | 5 /0 |
42 | P07900 | HSP90AA1 | Heat shock protein HSP 90-alpha | Other cytosolic protein | 67 /0 |
43 | P49327 | FASN | Fatty acid synthase | Transferase | 102 /0 |
44 | Q16539 | MAPK14 | MAP kinase p38 alpha | Kinase | 238 /0 |
45 | Q13882 | PTK6 | Tyrosine-protein kinase BRK | Kinase | 14 /0 |
46 | O00329 | PIK3CD | PI3-kinase p110-delta subunit | Enzyme | 48 /0 |
47 | P42338 | PIK3CB | PI3-kinase p110-beta subunit | Enzyme | 54 /0 |
48 | P48736 | PIK3CG | PI3-kinase p110-gamma subunit | Enzyme | 40 /0 |
49 | P42336 | PIK3CA | PI3-kinase p110-alpha subunit | Enzyme | 314 /0 |
50 | Q00987 | MDM2 | p53-binding protein Mdm-2 | Other nuclear protein | 135 /0 |
51 | Q9Y5P4 | COL4A3BP | Collagen type IV alpha-3-binding protein | Unclassified protein | 1 /0 |
52 | P54760 | EPHB4 | Ephrin receptor | Kinase | 39 /0 |
53 | Q92731 | ESR2 | Estrogen receptor beta | Nuclear receptor | 14 / 46 |
54 | P49810 Q9NZ42 Q92542 Q96BI3 P49768 Q8WW43 | PSEN2 PSENEN NCSTN APH1A PSEN1 APH1B | Gamma-secretase | Protease | 83 /0 |
55 | P45983 | MAPK8 | c-Jun N-terminal kinase 1 | Kinase | 102 /0 |
56 | P17655 | CAPN2 | Calpain 2 | Protease | 24 /0 |
57 | P24385 P11802 | CCND1 CDK4 | Cyclin-dependent kinase 4/cyclin D1 | Kinase | 31 /0 |
58 | O96020 P24941 P24864 | CCNE2 CDK2 CCNE1 | Cyclin-dependent kinase 2/cyclin E | Other cytosolic protein | 29 /0 |
59 | P06737 | PYGL | Liver glycogen phosphorylase | Enzyme | 23 /0 |
60 | P48039 | MTNR1A | Melatonin receptor 1A | Family A G protein-coupled receptor | 5 /0 |
61 | P49286 | MTNR1B | Melatonin receptor 1B | Family A G protein-coupled receptor | 6 /0 |
62 | P42345 | MTOR | Serine/threonine-protein kinase mTOR | Kinase | 376 /0 |
63 | P42330 | AKR1C3 | Aldo-keto-reductase family 1 member C3 | Enzyme | 8 /0 |
64 | P41146 | OPRL1 | Nociceptin receptor | Family A G protein-coupled receptor | 53 /0 |
65 | P35372 | OPRM1 | Mu opioid receptor | Family A G protein-coupled receptor | 191 /0 |
66 | P41145 | OPRK1 | Kappa Opioid receptor | Family A G protein-coupled receptor | 137 /0 |
The targets of PPD were predicted by Swiss Target Prediction (http://swisstargetprediction.ch/) were shown (probability >0.1).
PPD up-regulates the expression of endometrial receptivity-related genes
To explore the possible mechanism for PPD on the fertility of EMs, RNA-sequence was performed to evaluate the potential effects of PPD on human endometrial stromal cells line (HESCs). As shown, there were 2139 differential up-regulated genes (e.g., MMPS, IGFBP1, LIF, PRLR) and 2136 down-regulated genes (e.g., COL1A1, COL1A2, COL4A1, ESR1) in PPD-treated HESCs vs. Ctrl HESCs (Fig. 3A). The Top 20 of GO function and KEGG pathway enrichment analysis showed that the differential expressed genes were mainly involved in the cellular response to TGF-β stimulus, immune system process, angiogenesis, extracellular matrix-related pathways, focal adhesion and TGF-β signaling pathway to regulate inflammation, cell adhesion (Fig. 3B and 3C), and these biological processes were closed related to endometrial receptivity and embryo implantation. Compared with the Ctrl HESCs, PPD-treated HESCs expressed higher levels of MMPs, and lower levels of collagens (Fig. 3D). As a common inducer of decidualization, MPA plus 17β- estradiol (E2) significantly increased the expression of genes related to endometrial receptivity (e.g., BMP2, IGFBP1, HOXA1, PRL, LIF, IHH, PTGS2, WNT4, MMP2). Surprisingly, the stimulatory effects of PPD on endometrial receptivity was even more significant (Fig. 3E). And these effects were further confirmed in EMs mice models (Fig. 3F). In contrast, GnRHa significantly suppressed endometrial receptivity (Fig. 3F), suggesting that PPD may promote the endometrial receptivity of EMs.
The protein-protein interaction (PPI) network of predicted sensory proteins of PPD (ER-α and ER-β), progesterone receptor (PR), endometrial receptivity-related molecules and collagens were obtained by STRING database and Cytoscape (Fig. 3G), suggesting that PPD induces the expression of endometrial receptivity-related molecules and collagen possibly by binding and regulating the expression of ESR and or PGR. Additionally, other sensory proteins of PPD were predicted, and involved in the regulation of endometrial receptivity and extracellular matrix (ECM) remodeling, including AR, CYP19A1, HSD11B1, etc. (Fig. 3H). To explore the potential relationship between PPD and PR, we used RU486, a PR inhibitor, to inhibit the PR expression of HESC, and found that with the increase of RU486 concentration, the inhibition of PR was enhanced. Due to the decrease of PR expression induced by RU486, the promotion effect of PPD on the expression of genes related to endometrial receptivity, IGFBP1 and LIF, was significantly weakened. These data suggest that PR should be a potential regulator for PPD to play a regulating role in remolding fertility (Fig. 3I).
PPD alleviates pro-inflammatory cytokines production of macrophage in endometriotic milieu
Owing to the key roles of macrophage in EMs, we further predict the possible role and PPI relationship between predicted sensory proteins and down-steam regulator (ESR1, ESR2 and PGR), and inflammatory cytokines by STRING, and the regulatory network was shown in Figure 4A. The data indicate that ESR1 and other sensory proteins (e.g., AR, HSD11B1, and RORC) should be an importance regulator for inflammatory cytokines. To further confirm this possible regulatory effect in vivo, we analyzed the levels of inflammatory cytokines and macrophage differentiation in PF from EMs mice models. As shown, PPD could significantly down-regulate the expression of IFN-γ and IL-12 in Mφ, compared with control and GnRHa groups (Fig. 4B and 4C). Similarly, the results in the co-culture model of PMA-pretreated U937 cells and PPD-pretreated HESC echoed these effects, as shown, the expression of IFN-γ and IL-12 were decreased (Fig. 4D and 4E).
PPD prevents the risk of spontaneous abortion of EMs mice possibly by promoting decidualization and decidual NK cell residence and differentiation
As expected, subsequently, we observed that treatment with PPD significantly increased the pregnancy rate and embryo implantation numbers, and decreased the risk of embryo abortion of EMs mice (Fig. 5A-5D). However, GnRHa could not improve the pregnancy rate, embryo implantation numbers and embryo absorption rates (Fig. 5A-5D). These results indicate that PPD can lead to higher pregnancy rate, more embryos implantation, and lower embryo miscarriage of EMs mice models.
To investigate the role and potential mechanism of PPD against EMs-related infertility and miscarriage, Ctrl and PPD-treated human decidual stromal cells (DSC) were collected and analyzed by RNA sequencing (Fig. 6A). As shown, there were 2553 up-regulated genes (e.g., decidualization-related genes, LIF and IGFBP1) and 3372 downregulated genes (e.g., ECM organization/remodeling-related genes, MMP2, MMP9, COL1A1, COL1A2 and COL4A1) in the PPD-treated group, compared with the Ctrl group (Fig. 6A). The top 20 of GO function and KEGG pathway enrichment cluster displayed that PPD might be involved in the regulation of integrin-mediated signaling pathway, cell-matrix adhesion, leukocyte migration, angiogenesis, extracellular matrix-related pathways, and focal adhesion (Fig. 6B and 6C). Subsequently, the data of in vitro and in vivo experiments verified these findings, as shown, PPD significantly up-regulated the decidualization with up-regulation of LIF, IGFBP1, MMPs and or down-regulation of Collages in HESCs and pregnant uterus of EMs mice (Fig. 6D and 6E).
Owing to the important role of decidual NK cells in normal pregnancy 24, 26, 38, the PPI analysis between predicted sensory proteins (ESR and PGR) of PPD and cytotoxicity-related molecules (e.g., FCGR3A, NCR3) expressed by NK cells and the network was shown in Figure 7A. The results showed that ESR and PGR might be important intermediate regulators for NK cell (Fig. 7A). In EMs pregnant mice models, total CD45+ lymphocytes were significantly decreased in uterus and the decline became even more pronounced after GnRHa treatment (Fig. 7B). Notably, PPD markedly increased the percentage of total CD45+ lymphocytes and CD3-CD49a+NK cells in uterus of EMs pregnant mice (Fig. 7B). Further analysis showed that PPD could significantly down-regulate the expression cytotoxicity-related molecules (NKp30 and CD16), up-regulated the expression of Ki67, VEGF, TGF-β and CXCL10 of human decidual NK cells in vitro, especially at the concentration of 40 µM (Fig. 7C). These data suggest that PPD should promote the proliferation, decrease the cytotoxicity, promotes the angiogenesis and maternal-fetal immune tolerance.
PPD does not cause bone loss with a good safety
To further evaluate the safety of PPD, the bodyweight of the mice was recorded, the function of liver, kidney, and bone evaluation were detected after 28 days for treatment. As a first-line drug for clinical use, GnRHa was also used as a comparison of evaluation. As shown, the bodyweight was no significant difference among the Ctrl, PPD and GnRHa groups (Fig. 8A). Besides, HE staining and serum biochemical index did not observe the dysfunctions of the kidney and liver among these groups (Fig. 8B and 8C). As a common side effect of GnRHa, we did observe the obstacle of bone remodeling in the GnRHa-treated group with high ratio of TRAP to ALP, which was also confirmed by TRAP staining and ALP staining on mouse femurs (Fig. 8B and 8C). According to the data of microCT, additionally, the bone mineral density (BMD), bone volume, tissue volume, trabecular thickness, and trabecular number in GnRHa-treated group at day 32 showed there was severe bone loss (Fig. 8D and 8E). However, we did not find similar results in the Ctrl and PPD-treated groups (Fig. 8B-8E). These results suggest that PPD should be more safety for treatment of endometriosis compared with GnRHa.
Discussion
Surgical removal of lesions and hormonal medication, often with severe side effects and variable efficacy, are the most common therapies of EMs 18. But neither surgery nor drugs can help to reverse infertility of EMs patients effectively. Techniques of assisted reproduction consisting of superovulation with in vitro fertilization represent effective treatment alternatives that improve fertility in patients suffering from endometriosis. However, it still has the disadvantages of being expensive and not improving pregnancy loss. There is therefore an urgent need to find new therapy for EMs-related infertility and miscarriage and to restore and remodel their fertility. In current study, we found that PPD exerted anti-EMs activity and had the ability of fertility remodeling by ESR and PGR-mediated regulation of endometrial receptivity and inflammation response of peritoneal Mφ, and preventing pregnancy loss by increasing decidualization-associating genes expression, and promoting proliferation and function regulation dNK cells. Additionally, it almost no side effects on hepatotoxicity, nephrotoxicity and bone loss.
There are four main factors that affect the development of EMs, including interacting endocrine, pro-inflammatory, immunologic and proangiogenic processes 39. Over-expression of estrogen is required in the proliferation of endometriotic lesions. Progesterone exerts as an anti-estrogen effect in the endometrium, in the way by inducing 17β-hydroxysteroid dehydrogenase 2 (HSD17B2) to produce more estrone to weaken the effects of estrogen 40, 41. However, there is extremely low level of PGR in endometriotic tissue that led to progesterone resistance. This is the most important reason why progesterone has been ineffective for treatment of EMs. Here, we found that PPD could minimize the size and weight of ectopic lesions instant of changing the serum levels of E2 but though downregulating the expression of ESR1, ESR2, and upregulating PGR expression in eutopic endometrium.
The potential health effects of ginsenosides include immunomodulatory, anti-stress, anti-carcinogenic, anti-inflammatory, anti-allergic, anti-diabetic effects, and anti-hypertensive effects as well as anti-atherosclerotic and regulatory effects on blood pressure and metabolism 42, 43. The structure of PPD is similar to steroid hormones, and it may bind to nuclear receptors, such as AR, ERs, glucocorticoid receptor, and PR to act its pharmacological effects 44-46. Using RU486 blocked PR expression, PPD-induced endometrial receptivity genes' up-regulation was impaired, indicating that PR should be one of the potential regulator of PPD. Zhang and his colleagues 47 used fluorescence polarization assay to find that PPD could bind to human ER-α with moderate affinities, in other words, PPD acted as agonists of ER-α. The results of Swiss Target Prediction also suggested that AR, ER-α, ER-β and so on, were potential targets of PPD. Further analysis of PPI networks, in vitro and in vivo trials showed that PPD-mediated fertility improvement and remodeling of EMs should be dependent on the ERs, PR and other potential cellular sensory proteins. More efforts should be applied to explore the underlying mechanisms.
In EMs patients, the chronic pelvic inflammation contributes to the increased risk of infertility 48, owing to physically blocking the fallopian tubes, dysfunction of uterine tubes, decreasing receptivity of endometrium, and hindering development of the oocyte and embryo 9. During normal menstrual periods, endometrial stromal cells and glands will undergo periodic changes with changes in estrogen and progesterone. But overproduced estrogen and persisted progesterone resistance in EMs depart from this normal physiological process 49. The imbalance of estrogen and progesterone leads to not only inflammatory microenvironment, but also impaired endometrial receptivity 50. The expression of key implantation biomarkers, HOXA10, LIF, IGFBP1, among others, were seen to be disrupted in women with EMs 50, 51. In this study, after the administration of PPD, the decreased endometrial receptivity was reversed. The expressions of endometrial receptivity or decidualization-associated genes were increased significantly before and after embryos implanting. For example, the expressions of MMP2 and MMP9 were significantly increased, and the expressions of collagens were significantly decreased after treatment with PPD, both in vivo and in vitro. Additionally, PPD could diminish the percentage of peritoneal Mφ in the total cells of PF in vivo, and reduce the pro-inflammatory cytokines, IL-12 and IFN-γ produced by macrophages significantly. According to the PPI network, these effects were probably due to the binding to different cellular sensory proteins of PPD. More researches are needed to explore the underlying mechanism. As a result, pregnancy rate and embryo implantation numbers were improved markedly. Interestedly, the embryo resorption rates of EMs mice undergoing the PPD treatment were decreased, suggesting that PPD has a potential therapy value against pregnancy loss induced by EMs.
During the blastocyst implantation, many changes happened at the maternal-fetal interface, for incident, CD56brighCD16low NK cells were recruited by CXCR4 and CXCL12 secreted by embryonic trophoblast cells toa proper fetomaternal immune tolerance 52. Uterus NK cells (uNK) are the predominant leukocyte populations in endometrium and uNK increase and contribute to remodeling the uterine arteries during early pregnancy 53-55. Normally speaking, uNK cells have weakly cytotoxicity, unlike peripheral blood NK cells. Increased expressions of natural cytotoxicity receptors, like NKp 30, NKp40, and CD16 are related to many diseases, miscarriage and preeclampsia 56. Successful implantation and pregnancy establishment largely depend on uNK cells for producing and secreting VEGF, TGF-β, CXCL10, LIF, which lead to the maturation of endometrial blood vessels, trophoblast invasion and successful placental development 57, 58. In the present work, uNK cells from Ctrl EMs mice expressed higher CD16 and NKp30, compared with EMs mice treated by PPD. the population of dNK cells from the PPD group was increased, PPD could induce dNK cells to differentiate in favor of embryo implantation, owing to higher expression of Ki67, VEGF, TGF-β, and CXCL10. The PPI network between cytokines produced by uNK cells and top 15 PPD predicted cellular sensory proteins show that ESR1, ESR2, and PGR were the center of this regulatory network. However, the molecular mechanism is needed to further research.
GnRHa used to be the first-line treatment, working by substantially suppressing systemic estrogen levels. The side effects of menopause, including bone loss, cannot be ignored 49. Here, the EMs mice treated by GnRHa 0.5 ug/d*28 days have obvious symptoms of osteoporosis, with increasing number of osteoclasts, decreasing number of osteoblasts, and the result of Micro-CT showed there was an increase of bone loss. These side effects did not show in the PPD-treated EMs mice. In addition, no abnormalities were observed in the H&E staining and biochemical function testing of livers and kidneys. Treatment strategy of PPD in EMs seems to be more safety than GnRHa. Certainly, more researches are needed in the future.
In summary, as shown in Fig. 9, we have proposed a new strategy for the treatment of EMs and EMs-related infertility and miscarriage. From multiple angles, PPD is primary confirmed as a safe and effective compound for the treatment of EMs, including reducing ectopic foci, suppressing inflammation response of peritoneal Mφ, promoting endometrial receptivity and decidualization, and increasing the proportion, tolerance and pro-angiogenesis phenotypes of dNK cells. These effects should be dependent on hormones receptors or sensory proteins (ESRs and PGR), and other cellular sensory proteins. More efforts are needed to find out the underlying molecular mechanism.
Supplementary Material
Acknowledgments
Funding
This study was supported by the Major Research Program of National Natural Science Foundation of China (NSFC) (No. 92057119, 31970798 and 31671200); the Innovation-oriented Science and Technology Grant from NPFPC Key Laboratory of Reproduction Regulation (CX2017-2); the Program for Zhuoxue of Fudan University (JIF157602) and the Support Project for Original Personalized Research of Fudan University.
Authors' contributions
Z.Z.L. conducted all experiments and prepared the figures and the manuscript. H.L.Y. and J.W.S., H.H.S., Y.W., and K.K.C helped clinical samples collection and animal trials. T.Z. and J.S.S. edited the manuscript. J.F.Y. helped data analysis. M.Q.L and X.M.Q designed, initiated and supervised the project and edited the manuscript. All the authors were involved in writing the manuscript.
Abbreviations
- ALP
alkaline phosphatase
- AR
androgen receptor
- AST
aspartate aminotransferase
- BUN
blood urea nitrogen
- CXCL10
CXC chemokine ligand 10
- dNK
decidual NK
- E2
estradiol
- ECM
extracellular matrix
- ELISA
enzyme linked immunosorbent assay
- EMs
endometriosis
- ER
estrogen receptor
- FCM
flow cytometry
- GnRHa
gonadotropin-releasing hormone agonists
- H&E
Hematoxylin-Eosin
- HESC
human endometrium stromal cell line
- HSD11B1
11-beta-hydroxysteroid dehydrogenase 1
- HSD17B2
17β-hydroxysteroid dehydrogenase 2
- IFN-γ
interferon-γ
- IGFBP1
insulin-like growth factor-binding protein 1
- IL-12
interleukin-12
- LIF
interleukin 6 family cytokine
- Mφ
macrophages
- PGE2
Prostaglandin E2
- PMA
phorbol-12-myristate 13-acetate
- PPD
Protopanaxadiol
- PR
progesterone receptor
- RORC
nuclear receptor ROR-gamma
- TGF-β
transforming growth factor-β
- TRAP
tartrate resistant acid phosphatase
- uNK
uterus natural killer
- VEGF
vascular endothelial growth factor
References
- 1.Giudice LC, Kao LC. Endometriosis. Lancet. 2004;364:1789–99. doi: 10.1016/S0140-6736(04)17403-5. [DOI] [PubMed] [Google Scholar]
- 2.Evans J, Salamonsen LA, Winship A, Menkhorst E, Nie G, Gargett CE. et al. Fertile ground: human endometrial programming and lessons in health and disease. Nat Rev Endocrinol. 2016;12:654–67. doi: 10.1038/nrendo.2016.116. [DOI] [PubMed] [Google Scholar]
- 3.Giudice LC. Clinical practice. Endometriosis. N Engl J Med. 2010;362:2389–98. doi: 10.1056/NEJMcp1000274. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Meuleman C, Vandenabeele B, Fieuws S, Spiessens C, Timmerman D, D'Hooghe T. High prevalence of endometriosis in infertile women with normal ovulation and normospermic partners. Fertil Steril. 2009;92:68–74. doi: 10.1016/j.fertnstert.2008.04.056. [DOI] [PubMed] [Google Scholar]
- 5.Vigano P, Parazzini F, Somigliana E, Vercellini P. Endometriosis: epidemiology and aetiological factors. Best Pract Res Clin Obstet Gynaecol. 2004;18:177–200. doi: 10.1016/j.bpobgyn.2004.01.007. [DOI] [PubMed] [Google Scholar]
- 6.Minebois H, De Souza A, Mezan de Malartic C, Agopiantz M, Guillet May F, Morel O. et al. [Endometriosis and miscarriage: Systematic review] Gynecol Obstet Fertil Senol. 2017;45:393–9. doi: 10.1016/j.gofs.2017.06.003. [DOI] [PubMed] [Google Scholar]
- 7.Parazzini F, Cipriani S, Bravi F, Pelucchi C, Chiaffarino F, Ricci E. et al. A metaanalysis on alcohol consumption and risk of endometriosis. Am J Obstet Gynecol. 2013;209:106. doi: 10.1016/j.ajog.2013.05.039. e1-10. [DOI] [PubMed] [Google Scholar]
- 8.Nyholt DR, Low SK, Anderson CA, Painter JN, Uno S, Morris AP. et al. Genome-wide association meta-analysis identifies new endometriosis risk loci. Nat Genet. 2012;44:1355–9. doi: 10.1038/ng.2445. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Bulun SE. Endometriosis. N Engl J Med. 2009;360:268–79. doi: 10.1056/NEJMra0804690. [DOI] [PubMed] [Google Scholar]
- 10.Bulun SE, Monsavais D, Pavone ME, Dyson M, Xue Q, Attar E. et al. Role of estrogen receptor-beta in endometriosis. Semin Reprod Med. 2012;30:39–45. doi: 10.1055/s-0031-1299596. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Xue Q, Lin Z, Cheng YH, Huang CC, Marsh E, Yin P. et al. Promoter methylation regulates estrogen receptor 2 in human endometrium and endometriosis. Biol Reprod. 2007;77:681–7. doi: 10.1095/biolreprod.107.061804. [DOI] [PubMed] [Google Scholar]
- 12.Lai ZZ, Yang HL, Ha SY, Chang KK, Mei J, Zhou WJ. et al. Cyclooxygenase-2 in Endometriosis. Int J Biol Sci. 2019;15:2783–97. doi: 10.7150/ijbs.35128. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Yu J, Wang Y, Zhou WH, Wang L, He YY, Li DJ. Combination of estrogen and dioxin is involved in the pathogenesis of endometriosis by promoting chemokine secretion and invasion of endometrial stromal cells. Hum Reprod. 2008;23:1614–26. doi: 10.1093/humrep/den125. [DOI] [PubMed] [Google Scholar]
- 14.Bulletti C, Coccia ME, Battistoni S, Borini A. Endometriosis and infertility. J Assist Reprod Genet. 2010;27:441–7. doi: 10.1007/s10815-010-9436-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Mazar J, Agur T, Rogachev B, Ziv NY, Zlotnik M, Chaimovitz C. et al. CD40 ligand (CD154) takes part in regulation of the transition to mononuclear cell dominance during peritonitis. Kidney Int. 2005;67:1340–9. doi: 10.1111/j.1523-1755.2005.00211.x. [DOI] [PubMed] [Google Scholar]
- 16.Topley N, Mackenzie RK, Williams JD. Macrophages and mesothelial cells in bacterial peritonitis. Immunobiology. 1996;195:563–73. doi: 10.1016/S0171-2985(96)80022-2. [DOI] [PubMed] [Google Scholar]
- 17.Wu MH, Shoji Y, Wu MC, Chuang PC, Lin CC, Huang MF. et al. Suppression of matrix metalloproteinase-9 by prostaglandin E(2) in peritoneal macrophage is associated with severity of endometriosis. Am J Pathol. 2005;167:1061–9. doi: 10.1016/S0002-9440(10)61195-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Hogg C, Horne AW, Greaves E. Endometriosis-Associated Macrophages: Origin, Phenotype, and Function. Front Endocrinol (Lausanne) 2020;11:7. doi: 10.3389/fendo.2020.00007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Diedrich K, Fauser BC, Devroey P, Griesinger G, Evian Annual Reproduction Workshop G. The role of the endometrium and embryo in human implantation. Hum Reprod Update. 2007;13:365–77. doi: 10.1093/humupd/dmm011. [DOI] [PubMed] [Google Scholar]
- 20.Montaldo E, Vacca P, Chiossone L, Croxatto D, Loiacono F, Martini S. et al. Unique Eomes(+) NK Cell Subsets Are Present in Uterus and Decidua During Early Pregnancy. Front Immunol. 2015;6:646. doi: 10.3389/fimmu.2015.00646. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Moffett-King A. Natural killer cells and pregnancy. Nat Rev Immunol. 2002;2:656–63. doi: 10.1038/nri886. [DOI] [PubMed] [Google Scholar]
- 22.Jabrane-Ferrat N, Siewiera J. The up side of decidual natural killer cells: new developments in immunology of pregnancy. Immunology. 2014;141:490–7. doi: 10.1111/imm.12218. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Gamliel M, Goldman-Wohl D, Isaacson B, Gur C, Stein N, Yamin R. et al. Trained Memory of Human Uterine NK Cells Enhances Their Function in Subsequent Pregnancies. Immunity. 2018;48:951–62. doi: 10.1016/j.immuni.2018.03.030. e5. [DOI] [PubMed] [Google Scholar]
- 24.Lu H, Yang HL, Zhou WJ, Lai ZZ, Qiu XM, Fu Q, Rapamycin prevents spontaneous abortion by triggering decidual stromal cell autophagy-mediated NK cell residence. Autophagy. 2020. [DOI] [PMC free article] [PubMed]
- 25.Tan HX, Yang SL, Li MQ, Wang HY. Autophagy suppression of trophoblast cells induces pregnancy loss by activating decidual NK cytotoxicity and inhibiting trophoblast invasion. Cell Commun Signal. 2020;18:73. doi: 10.1186/s12964-020-00579-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Guerrero B, Hassouneh F, Delgado E, Casado JG, Tarazona R. Natural killer cells in recurrent miscarriage: An overview. J Reprod Immunol. 2020;142:103209. doi: 10.1016/j.jri.2020.103209. [DOI] [PubMed] [Google Scholar]
- 27.Zhou X, Seto SW, Chang D, Kiat H, Razmovski-Naumovski V, Chan K. et al. Synergistic Effects of Chinese Herbal Medicine: A Comprehensive Review of Methodology and Current Research. Front Pharmacol. 2016;7:201. doi: 10.3389/fphar.2016.00201. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Irfan M, Kim M, Rhee MH. Anti-platelet role of Korean ginseng and ginsenosides in cardiovascular diseases. J Ginseng Res. 2020;44:24–32. doi: 10.1016/j.jgr.2019.05.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Lee YC, Wong WT, Li LH, Chu LJ, Menon MP, Ho CL, Ginsenoside M1 Induces Apoptosis and Inhibits the Migration of Human Oral Cancer Cells. Int J Mol Sci. 2020. 21. [DOI] [PMC free article] [PubMed]
- 30.Zhang B, Zhou WJ, Gu CJ, Wu K, Yang HL, Mei J. et al. The ginsenoside PPD exerts anti-endometriosis effects by suppressing estrogen receptor-mediated inhibition of endometrial stromal cell autophagy and NK cell cytotoxicity. Cell Death Dis. 2018;9:574. doi: 10.1038/s41419-018-0581-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Mohamad NV, Che Zulkepli MAA, May Theseira K, Zulkifli N, Shahrom NQ, Ridzuan NAM. et al. Establishing an Animal Model of Secondary Osteoporosis by Using a Gonadotropin-releasing Hormone Agonist. Int J Med Sci. 2018;15:300–8. doi: 10.7150/ijms.22732. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014;15:550. doi: 10.1186/s13059-014-0550-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Benjamini Y, Drai D, Elmer G, Kafkafi N, Golani I. Controlling the false discovery rate in behavior genetics research. Behav Brain Res. 2001;125:279–84. doi: 10.1016/s0166-4328(01)00297-2. [DOI] [PubMed] [Google Scholar]
- 34.Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM. et al. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet. 2000;25:25–9. doi: 10.1038/75556. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Draghici S, Khatri P, Tarca AL, Amin K, Done A, Voichita C. et al. A systems biology approach for pathway level analysis. Genome Res. 2007;17:1537–45. doi: 10.1101/gr.6202607. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Yang HL, Zhou WJ, Lu H, Lei ST, Ha SY, Lai ZZ. et al. Decidual stromal cells promote the differentiation of CD56(bright) CD16(-) NK cells by secreting IL-24 in early pregnancy. Am J Reprod Immunol. 2019;81:e13110. doi: 10.1111/aji.13110. [DOI] [PubMed] [Google Scholar]
- 37.Zondervan KT, Becker CM, Missmer SA. Endometriosis. N Engl J Med. 2020;382:1244–56. doi: 10.1056/NEJMra1810764. [DOI] [PubMed] [Google Scholar]
- 38.Fu B, Zhou Y, Ni X, Tong X, Xu X, Dong Z. et al. Natural Killer Cells Promote Fetal Development through the Secretion of Growth-Promoting Factors. Immunity. 2017;47:1100–13. doi: 10.1016/j.immuni.2017.11.018. e6. [DOI] [PubMed] [Google Scholar]
- 39.Zondervan KT, Becker CM, Koga K, Missmer SA, Taylor RN, Vigano P. Endometriosis. Nat Rev Dis Primers. 2018;4:9. doi: 10.1038/s41572-018-0008-5. [DOI] [PubMed] [Google Scholar]
- 40.Satyaswaroop PG, Wartell DJ, Mortel R. Distribution of progesterone receptor, estradiol dehydrogenase, and 20 alpha-dihydroprogesterone dehydrogenase activities in human endometrial glands and stroma: progestin induction of steroid dehydrogenase activities in vitro is restricted to the glandular epithelium. Endocrinology. 1982;111:743–9. doi: 10.1210/endo-111-3-743. [DOI] [PubMed] [Google Scholar]
- 41.Hashimoto C, Miki Y, Tanaka S, Takagi K, Fue M, Doe Z, 17beta-Hydroxysteroid Dehydrogenase Type 2 Expression Is Induced by Androgen Signaling in Endometrial Cancer. Int J Mol Sci. 2018. 19. [DOI] [PMC free article] [PubMed]
- 42.Chang YS, Seo EK, Gyllenhaal C, Block KI. Panax ginseng: a role in cancer therapy? Integr Cancer Ther. 2003;2:13–33. doi: 10.1177/1534735403251167. [DOI] [PubMed] [Google Scholar]
- 43.Attele AS, Wu JA, Yuan CS. Ginseng pharmacology: multiple constituents and multiple actions. Biochem Pharmacol. 1999;58:1685–93. doi: 10.1016/s0006-2952(99)00212-9. [DOI] [PubMed] [Google Scholar]
- 44.Leung KW, Cheung LW, Pon YL, Wong RN, Mak NK, Fan TP. et al. Ginsenoside Rb1 inhibits tube-like structure formation of endothelial cells by regulating pigment epithelium-derived factor through the oestrogen beta receptor. Br J Pharmacol. 2007;152:207–15. doi: 10.1038/sj.bjp.0707359. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Lee YJ, Chung E, Lee KY, Lee YH, Huh B, Lee SK. Ginsenoside-Rg1, one of the major active molecules from Panax ginseng, is a functional ligand of glucocorticoid receptor. Mol Cell Endocrinol. 1997;133:135–40. doi: 10.1016/s0303-7207(97)00160-3. [DOI] [PubMed] [Google Scholar]
- 46.Furukawa T, Bai CX, Kaihara A, Ozaki E, Kawano T, Nakaya Y. et al. Ginsenoside Re, a main phytosterol of Panax ginseng, activates cardiac potassium channels via a nongenomic pathway of sex hormones. Mol Pharmacol. 2006;70:1916–24. doi: 10.1124/mol.106.028134. [DOI] [PubMed] [Google Scholar]
- 47.Zhang T, Zhong S, Hou L, Wang Y, Xing X, Guan T. et al. Computational and experimental characterization of estrogenic activities of 20(S, R)-protopanaxadiol and 20(S, R)-protopanaxatriol. J Ginseng Res. 2020;44:690–6. doi: 10.1016/j.jgr.2018.05.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.de Ziegler D, Borghese B, Chapron C. Endometriosis and infertility: pathophysiology and management. Lancet. 2010;376:730–8. doi: 10.1016/S0140-6736(10)60490-4. [DOI] [PubMed] [Google Scholar]
- 49.Vercellini P, Vigano P, Somigliana E, Fedele L. Endometriosis: pathogenesis and treatment. Nat Rev Endocrinol. 2014;10:261–75. doi: 10.1038/nrendo.2013.255. [DOI] [PubMed] [Google Scholar]
- 50.Lessey BA, Young SL. Homeostasis imbalance in the endometrium of women with implantation defects: the role of estrogen and progesterone. Semin Reprod Med. 2014;32:365–75. doi: 10.1055/s-0034-1376355. [DOI] [PubMed] [Google Scholar]
- 51.Kim JJ, Taylor HS, Lu Z, Ladhani O, Hastings JM, Jackson KS. et al. Altered expression of HOXA10 in endometriosis: potential role in decidualization. Mol Hum Reprod. 2007;13:323–32. doi: 10.1093/molehr/gam005. [DOI] [PubMed] [Google Scholar]
- 52.Hanna J, Wald O, Goldman-Wohl D, Prus D, Markel G, Gazit R. et al. CXCL12 expression by invasive trophoblasts induces the specific migration of CD16- human natural killer cells. Blood. 2003;102:1569–77. doi: 10.1182/blood-2003-02-0517. [DOI] [PubMed] [Google Scholar]
- 53.Kitaya K, Yamaguchi T, Yasuo T, Okubo T, Honjo H. Post-ovulatory rise of endometrial CD16(-) natural killer cells: in situ proliferation of residual cells or selective recruitment from circulating peripheral blood? J Reprod Immunol. 2007;76:45–53. doi: 10.1016/j.jri.2007.03.010. [DOI] [PubMed] [Google Scholar]
- 54.Doisne JM, Balmas E, Boulenouar S, Gaynor LM, Kieckbusch J, Gardner L. et al. Composition, Development, and Function of Uterine Innate Lymphoid Cells. J Immunol. 2015;195:3937–45. doi: 10.4049/jimmunol.1500689. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Moffett A, Colucci F. Uterine NK cells: active regulators at the maternal-fetal interface. J Clin Invest. 2014;124:1872–9. doi: 10.1172/JCI68107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Zhang J, Dunk CE, Shynlova O, Caniggia I, Lye SJ. TGFb1 suppresses the activation of distinct dNK subpopulations in preeclampsia. EBioMedicine. 2019;39:531–9. doi: 10.1016/j.ebiom.2018.12.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Li XF, Charnock-Jones DS, Zhang E, Hiby S, Malik S, Day K. et al. Angiogenic growth factor messenger ribonucleic acids in uterine natural killer cells. J Clin Endocrinol Metab. 2001;86:1823–34. doi: 10.1210/jcem.86.4.7418. [DOI] [PubMed] [Google Scholar]
- 58.Lysakova-Devine T, O'Farrelly C. Tissue-specific NK cell populations and their origin. J Leukoc Biol. 2014;96:981–90. doi: 10.1189/jlb.1RU0514-241R. [DOI] [PubMed] [Google Scholar]
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