A novel peptide promotes human trophoblast proliferation and migration through PI3K/Akt/mTOR signaling pathway
Introduction
Preeclampsia (PE) is a pregnancy-specific disease, which becomes more complex with the passage of gestational weeks, and is characterized by hypertension and albuminuria after 20 weeks of pregnancy. In developing countries, it has been established as a major cause of maternal, fetal, and neonatal morbidity and mortality (1-3). This disease can also cause kidney injury, liver injury, cardio-cerebrovascular accidents, and fetal growth restriction in pregnant women (4). Currently, early termination of pregnancy is the most effective treatment modality for PE. Early intervention through the study of its pathogenesis is a new strategy for the prevention and treatment of PE (5). In the past few decades, numerous studies on the pathogenesis of PE have demonstrated that serum markers and long-chain non-coding Ribonucleic Acid (LncRNA), circular RNA (CircRNA), microRNA, proteomics, and genomics play an essential role in the pathogenesis of PE (6-9).
Peptide analysis is a new subject in proteomics, which is sometimes superior compared to proteomics in terms of simple structure, convenient operation, extensive research, and property stability. In a sense, polypeptides are inherited and developed from proteomics (10,11). Peptides are ubiquitous in the human body, such as in organs and tissues, as well as in cells and body fluids. More importantly, peptide analysis provides us with valuable information that improves our knowledge about the synthesis, modification, and degradation of proteins, thus giving us a better understanding of the properties and molecular functions of proteins (12). Several studies have confirmed that peptides can be used in the diagnosis or treatment of a variety of diseases, including Alzheimer’s disease, cancer, atherosclerosis, obesity, and diabetes (13-19). It has been identified that there are 35 statistically different polypeptides in the placentas of PE patients and normal pregnancies (20). At the same time, it has been found that unique peptides derived from α-antitrypsin, type I collagen, type III collagen, and urinary modulin can be used as early diagnostic indicators of PE (21). Furthermore, it has been emphasized that SERPINA1 peptide in urine remains one of the most promising polypeptide markers of PE (21). Taken together, these studies suggest that peptides may be a useful potential target for the prevention and treatment of PE.
Our team is committed to discovering biomarkers with potential application value in PE. By collecting the umbilical cord blood of PE patients and women with normal pregnancies for peptide analysis, we uncovered a new peptide isolated from the protein SORL1 (Sortilin-related receptor). SORL1 is a Protein Coding gene. Diseases associated with SORL1 include Early-Onset, Autosomal Dominant Alzheimer Disease and Alzheimer Disease. SORL1 Plays a role in renal ion homeostasis, Stimulates, via the N-terminal ectodomain, the proliferation and migration of smooth muscle cells. This may promote extracellular matrix proteolysis and hence facilitate cell migration (22). By acting on the migration of intimal smooth muscle cells, may accelerate intimal thickening following vascular injury (22). However, at present, there is a dearth of information about the relationship between SORL1-derived peptides and PE. In order to perform this study, we hereby named the SORL1-derived peptides Regulation of Proliferation Process in Preeclampsia (ROPPIP) in order to explore its mechanism and its role in trophoblasts. We present the following article in accordance with the MDAR reporting checklist (available at https://dx.doi.org/10.21037/atm-21-2574).
Methods
Sample collection, peptide extraction, and LC-MS/MS analysis
Umbilical cord blood was collected from PE and normal pregnancy patients hospitalized in the obstetrics department of the First Affiliated Hospital of Wannan Medical College, and stored in a refrigerator at 4 °C overnight before analysis. All procedures performed in this study involving human participants were in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by institutional ethics committee of the First Affiliated Hospital of Wannan Medical College, Wuhu, China (No. 202133) and informed consent was taken from all the patients. Serum samples were centrifuged at a rate of 5,000 g at 4 °C for 5 minutes, and the supernatant was collected. Next, mixed protease inhibitors were added to the samples and preserved at −80 °C, followed by centrifugation of the sample at a rate of 12,000 g at 4 °C for 15 minutes. After centrifugation, the rich protein was removed using a filter membrane with a molecular weight cut-off (MWCO) of 10 kDa. The polypeptides were then collected, purified, recovered, and freeze-dried. Subsequently, freeze-dried peptides were further dissolved and filtered, desalted, and freeze-dried.
Afterward, 20 µg samples were marked with a 5 µL Tandem Mass Tag (TMT) reagent according to the manufacturer’s instructions (TMT6-plex Label Reagent, Thermo Fisher Science, USA). The labeled samples were analyzed using Nanoflow LC (Thermo Fisher Science, USA) combined with mass spectrometry. We employed LTQ-Orbitrap Velos mass spectrometer (Thermo Fisher Science, USA) for analysis, while all data were collected, converted, and analyzed using MassLynx analyzer software (Waters, USA). Additionally, the GO and pathway analysis (https://david.ncifcrf.gov/) were used to predict the possible functions of the identified peptides. The precursor proteins of different peptides were assessed using functional cluster analysis using the Database for Annotation Visualization and Integrated Discovery (DAVID) online website (https://david.ncifcrf.gov), whereas the physical and chemical properties of the peptides were evaluated using ExPASY analysis (http://web.expasy.org/protparam/).
Synthesis of peptides
The ROPPIP (SFGVRMATASPTDGNV) used in this study, which were comprised of 16-amino-acid sequences derived from the SORL1, ROPPIP and scramble peptide (MSRATPTDGNFAGVSV) were synthesized by Shanghai Scientific Peptide Biological Technology Co., Ltd (Shanghai, China). All peptides N-terminals were coupled with fluoresceine isothiocyanate (FITC) dye for labeling.
Cell culture
Human trophoblast cells (HTR-8/Svneo) were acquired from Wuhan Procell Life Technology Co., Ltd. (catalog number: CL-0599, Wuhan, China). The cells were cultured with Roswell Park Memorial Institute (RPMI) 1640 media (Sigma, USA) supplemented with 10% fetal bovine serum (FBS), 100 U/mL penicillin, and 100 mg/mL streptomycin double-antibody, which was placed in a constant temperature and humidity incubator containing 5% carbon dioxide (CO2) at 37 °C. The culture media was changed every day and the cells were passaged when they reached 90% confluence. HTR-8/Svneo cells were administrated with 100 µM FITC-ROPPIP and incubated for 1 h at 37 °C in the dark, then imaged with a Confocal laser scanning microscopy (magnification, ×200).
Cell counting kit-8 (CCK-8)
The CCK-8 (RiboBio, China) was used to determine cell proliferation, as per the manufacturer’s instructions. HTR-8/Svneo cells were seeded in 96-well plates at a density of 4×103 cells per well and grown overnight. Next, the HTR-8/Svneo cells were co-cultured with ROPPIP (10, 50, 100 µmol/L) for 0, 24, 48, and 72 h. The optical density (OD) value was measured at 450 nm using a microplate reader (BioTek, USA).
Flow cytometry
HTR-8/Svneo cells were induced with cisplatin and then treated with ROPPIP, ROPPIP treatment with their density adjusted to 5×105/mL. Thereafter, 0.5 mL cell suspension and 1.25 µL AnnexinV-FITCs (Nanjing KGI Biotechnology Co., Ltd., Nanjing) were mixed and placed in the dark at room temperature for 10 min. The tube was then centrifuged at 1,000 revolutions per min for 5 min. The cells were then suspended in 0.2 mL precooled binding buffer, and 5 µL of propidium iodide (PI) was subsequently added. The analysis was then immediately performed using flow cytometry.
Wound healing assay
HTR-8/Svneo cells (at a population of 2×105 cells/well) were inoculated into a six-well plate. Next, the cell layer was scratched with a sterile pipette tip and treated with ROPPIP. The scrambled peptide was washed in a serum-free medium. Scratched areas were examined under a microscope at 48 h, while the rate of gap closure was quantified using Image J software (Rawak Software, Inc. Germany).
Transwell assays
The cells were collected after ROPPIP treatment, resuspended in 300 microL of serum-free medium and seeded in the upper chamber of a transwell, while a culture medium (700 microL) containing 10% fetal bovine serum was added to the lower chamber. After incubation, the cells were fixed with methanol, stained with 0.1% crystal violet and counted.
Western blotting
HTR8/SVneo cells were lysed with Radio-Immunoprecipitation Assay (RIPA) buffer (Beyotime Institute of Biotechnology, China), and the total protein was extracted. The protein concentration was measured using the bicinchoninic acid (BCA) method (Beyotime Institute of Biotechnology, China). After processing with the loading buffer, proteins (30 µg) were subjected to electrophoresis with a 10% polyacrylamide gel, and were subsequently transferred to polyvinylidene fluoride (PVDF) (EMD Millipore, USA) membranes. After blocking with 5% fat-free milk for 1 h at room temperature, membranes were incubated with primary antibodies at 4 °C overnight.
The primary antibodies used in this study were as follows: Matrix metalloproteinase-2 (MMP2) (1:2,000, CST, USA), Ki-67 (1:2,000, CST, USA), B-cell lymphoma-2 (Bcl2) (1:2,000, CST, USA), caspase-3 (1:2,000, CST, USA), phosphorylated (p)- Phosphatidylinositol 3-kinase(p-PI3K) (1:2,000, BIOSS, USA), PI3K (1:2,000, CST, USA), phosphorylated (p)-mammalian target of rapamycin (p-mTOR) (1:2,000, Abcam, England), mTOR (1:2,000, CST, USA), protein kinase B (AKT) (1:2,000, CST, USA), and β-actin (1:5,000, ProteinTech Group, USA). After washing three times with Tris-Buffered Saline and Tween 20 (TBST) containing 0.1% Tween-20 (10 min every time) at room temperature, membranes were incubated with secondary antibody, goat anti-rabbit immunoglobin G (IgG) horseradish peroxidase (1:2,000; cat. no. ab205718; Abcam), for 1 h at room temperature. After washing again with TBST, the immunoblots were visualized using chemiluminescence reagents (EMD Millipore, USA), while the grey value of immunoblots was semi-quantified using Image J software (v1.52a; National Institutes of Health).
Statistical analysis
GraphPad Prism 7 software (GraphPad Software, Inc., USA) was used for statistical analysis and data plotting. Quantitative data were expressed as the mean ± standard deviation (SD). Data from two groups were compared using a two-tailed Student’s t-test, whereas multiple group comparisons were determined using one-way analysis of variance (ANOVA) and Bonferroni’s multiple comparison test. P<0.05 was considered statistically significant. All experiments were performed three times using independent samples, with six replications each time.
Results
Differentially expressed peptides derived from the PE and control groups
A total of 2,103 non-redundant peptides were identified from the umbilical cord blood of the PE and normal pregnancy groups using LC-MS/MS analysis. In addition, our results revealed that there were 133 differentially expressed peptides, of which, 51 peptides were up-regulated, while 82 were down-regulated (fold change ≥2.0, P<0.05) (Figure 1A,B). Findings of the GO analysis revealed that these peptides were functionally involved in various biological activities, including cell proliferation, cell cycle, apoptosis, cell cycle phase, and protein binding, and were closely related to cell proliferation, apoptosis, and migration (Figure 1C). Among the cluster genes associated with cell proliferation in the GO analysis, and based on the criteria of high mass spectrum (MS) signal abundance and small intra-group and large inter-group differences, three peptides from SORL1 with low expression in PE patients were selected for further study.
Analysis of the basic characteristics of peptides
We subsequently examined the basic biological characteristics of the three peptides from SORL1 using the ExPASy website (http://web.expasy.org/protparam). We then selected SFGVRMATASPTDGNV as the study object in terms of the characteristics of hydrophobicity, lipophilicity, and easy entry into cells. Its basic biological characteristics are summarized in Figure 2A, which were named ROPPIP after labeling with a green fluorescent dye. We observed that ROPPIP could enter HTR8/Svneo cells and further into the nucleus (Figure 2B).
ROPPIP inhibited apoptosis and promoted the proliferation and migration of HTR-8/Svneo cells
To further explore the potential functions of ROPPIP peptides, we added chemically-synthesized ROPPIP peptides and non-functional scrambled peptides as a control into HTR-8/Svneo cells to detect the effects of ROPPIP on cell proliferation and apoptosis. Our results showed that ROPPIP promoted the proliferation of HTR-8/Svneo cells in a dose-dependent manner (Figure 3A). Moreover, we used PI/Annexin V staining and flow cytometry to quantify the effect of peptides on cell apoptosis. ROPPIP can inhibit the apoptosis of HTR-8/Svneo cells induced by cisplatin (Figure 3B). Notably, ROPPIP exerted the most significant effect at 100 µM. Therefore, a concentration of 100 µM was selected as the appropriate concentration for further study. we examined the effect of ROPPIP on the migration and invasion of trophoblast cells. After 48h of ROPPIP treatment, we noted that ROPPIP significantly promoted the migration and invasion of HTR-8/Svneo cells (Figure 3C,D) and up-regulated the expression of MMP-2 (Figure 3E). The findings of western blotting demonstrated that the expression of Ki-67 increased following ROPPIP treatment. ROPPIP could down-regulate the expression of caspase-3, while the Bcl-2 protein exhibited an opposite pattern (Figure 3E).
ROPPIP promoted activation of the PI3K/AKT/mTOR signaling pathway in HTR-8/Svneo cells in vitro
Pathway analysis results showed that the protein precursors of these differential peptides were involved in the PI3K/AKT/mTOR, p38 mitogen-activated protein kinase (MAPK), cell cycle, and other signaling pathways (Figure 4A). Recent studies have confirmed that key proteins in thyroid hormone signaling pathways, including PI3K, AKT, and mTOR, can participate in the pathogenesis of PE (22-24). Furthermore, our findings, based on western blotting experiments, showed that the phosphorylation levels of PI3K, AKT, and mTOR increased after ROPPIP treatment (Figure 4B,C,D) (*: P<0.05, P<0.01, P<0.001). This suggests that the activation of the PI3K/AKT/mTOR signaling pathway may be associated with the function of ROPPIP.
Discussion
Hypertensive disorders, such as PE, which complicate pregnancy, continue to be a leading cause of maternal and neonatal morbidity and mortality. PE has been shown to cause multiple organ function damage, including elevated blood pressure, nervous system symptoms, pulmonary edema, acute renal injury, thrombocytopenia, and liver dysfunction. Recent statistics have estimated that 3% of pregnant women develop PE (23), In developed countries, pregnant women who died of preeclampsia accounted for 16.1% of the deaths (24). In another study, it was reported that the overall incidence of PE increased from 3.4% in 1980 to 3.8% in 2010, with an increase in the incidence of severe cases in all age groups (23). This increased incidence may be attributed to multiple factors. Currently, studies on the pathogenesis of PE have received substantial research attention from a number of researchers.
PE is characterized by widespread endothelial damage and dysfunction. It is a systemic syndrome originating from the placenta, which usually begins with insufficient invasion of trophoblast cells, resulting in severe endothelial dysfunction during pregnancy. Multiple studies have established that PE accounts for approximately 18% of all maternal deaths worldwide and 40% and global fetal mortality (25-27). Notably, this disease is a serious complication of pregnancy that increases maternal and perinatal morbidity and mortality (28). Thus far, numerous researchers have paid serious attention to the pathogenesis and pathological changes of PE. However, the specific factors causing PE remain largely unknown (29), and require further clarification. It is widely believed that early detection and intervention can greatly improve the perinatal outcome of mothers and babies.
Identification of PE using traditional monitoring methods is predominately achieved by detecting blood pressure and urinary protein levels, which fluctuate significantly with the changes of a variety of external environments and numerous other uncontrollable factors. With this in mind, there is an urgent need for the development of a more reliable and effective method to detect PE. Polypeptides refer to natural low molecular weight (LMW) peptides and protein hydrolysate fragments with molecular weight less of than 10 kDa (30). Recent advances in mass spectrometry have enabled the direct analyses of hundreds of LMW peptides that were previously difficult to detect, especially in human serum. Most of these small molecular peptides are fragments of macromolecular precursor proteins, which may reflect the results of protein-protein interactions in the molecular pathogenesis. Interestingly, new disease markers are expected to be identified in small molecular polypeptides, such as polypeptide group analysis of human sera from normal and preeclamptic pregnancies. Previous studies have shown that the analysis of serum polypeptide biomarkers may be valuable for the diagnosis of PE (31).
Using polypeptide analysis, we herein identified different polypeptides in the serum of PE and normal pregnancy patients, some of which are derived from known precursor proteins related to PE, such as apolipoprotein (APO) L1, flexible goal adjustment (FGA), and that peptides of α1-antitrypsin (SERPINA1), which are associated with acute inflammation and defense response. The APO-A4, APO-C3, APO-E, and APOL1 proteins are related to lipid metabolism. However, despite extensive study on the functions of precursor proteins, little is known about the functions of these peptides, including their possible biological activities. In a study by Starodubtseva et al. (21), neuropeptide analysis was performed in 79 patients with PE, chronic pregnancy-induced hypertension, and normal pregnancy. Their findings indicated that peptides derived from SERPINA1 can resist hypoxia, reduce trophoblast invasion, and participate in the pathogenesis of PE. Also, urinary SERPINA1-derived peptides could be used to assess the severity of PE. Taken together, the above results indicate that the study of polypeptides may provide a novel direction for the prevention and treatment of PE.
In this study, we also analyzed the peptides of the umbilical cord blood of PE and normal pregnancy patients. Based on a fold change >2 and P<0.05, we subsequently screened the polypeptide, ROPPIP, which was derived from SORL1, to detect its effect on the biological behavior of trophoblasts. Remarkably, our in vitro experiments showed that ROPPIP could promote the proliferation of HTR-8/Svneo cells, inhibit apoptosis, and increase the ability of cell migration.
It is well established that MMP is secreted by trophoblast cells, thus playing a pivotal role in trophoblast invasion and placental formation (32,33), in which MMP2 is closely linked with trophoblast invasion (34). At the same time, it has been argued that the proliferation-related protein, Ki67, and apoptosis-related proteins, caspase-3 and Bcl-2, are all involved in the pathogenesis of PE (35). In this study, we found that ROPPIP could promote the migration and proliferation of trophoblasts, inhibit their apoptosis, up-regulate the expression of MMP2, Ki-67, and Bcl-2, and down-regulate the expression of caspase-3.
The pathogenesis of PE is a complex pathological process, involving a variety of molecular and signal pathways. Previous studies have shown that in PE, the phosphorylation levels of PI3K and mTOR decrease in response to oxidative stress (36,37). In this study, we identified that the expression of p-PI3K, p-AKT and p-mTOR were up-regulated following ROPPIP treatment, implying that the activation of the PI3K/AKT/mTOR signaling pathway may be correlated with the function of ROPPIP in promoting trophoblast proliferation and migration. Previous studies have revealed that PI3K inhibitor LY294002 was used to inhibit the proliferation and migration of damaged endothelial cells promoted by PDCC4 (Peptide derived from complement C4 A chain) in PE (38). Therefore, the PI3K inhibitor is possibly related to the biological functions of trophoblasts regulated by the ROPPIP/PI3K/AKT/mTOR pathway.SORL1 stimulates, via the N-terminal ectodomain, the proliferation and migration of smooth muscle cells, possibly by increasing cell surface expression of the urokinase receptor uPAR/PLAUR (22). The down-regulation of uPAR can inhibit the PI3K/AKT/mTOR/HIF1α signaling pathway induced by the antagonist peptide (39). Therefore, whether the peptide ROPPIP derived from SORL1 affects the PI3K/AKT/mTOR signaling pathway through uPAR and thus plays a role in preeclampsia will be the content of our further research.
In summary, the results of this study demonstrate that ROPPIP promotes trophoblast cell migration and proliferation, and inhibits apoptosis, by regulating the activation of the PI3K/AKT/mTOR signaling pathway. This suggests that ROPPIP may be a potential prospect in the treatment of PE. However, the underlying regulatory mechanism of ROPPIP needs to be clarified so as to provide a new target for the early diagnosis and treatment of PE.
Acknowledgments
Funding: The present study was supported by grants from the Special Fund for Clinical Research of Wu Jieping Medical Foundation (No. 320.6750.17325), and the Anhui University Natural Science Research Project (No. KJ2020A0612).
Footnote
Reporting Checklist: The authors have completed the MDAR reporting checklist. Available at https://dx.doi.org/10.21037/atm-21-2574
Data Sharing Statement: Available at https://dx.doi.org/10.21037/atm-21-2574
Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://dx.doi.org/10.21037/atm-21-2574). The authors have no conflicts of interest to declare.
Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. All procedures performed in this study involving human participants were in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by institutional ethics committee of the First Affiliated Hospital of Wannan Medical College, Wuhu, China (No. 202133) and informed consent was taken from all the patients.
Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.
References
- Mol BWJ, Roberts CT, Thangaratinam S, et al. Pre-eclampsia. Lancet 2016;387:999-1011. [Crossref] [PubMed]
- Venkatesha S, Toporsian M, Lam C, et al. Soluble endoglin contributes to the pathogenesis of preeclampsia. Nat Med 2006;12:642-9. [Crossref] [PubMed]
- Levine RJ, Lam C, Qian C, et al. Soluble endoglin and other circulating antiangiogenic factors in preeclampsia. N Engl J Med 2006;355:992-1005. [Crossref] [PubMed]
- Powe CE, Levine RJ, Karumanchi SA. Preeclampsia, a disease of the maternal endothelium: the role of antiangiogenic factors and implications for later cardiovascular disease. Circulation 2011;123:2856-69. [Crossref] [PubMed]
- Peter Stein T, Scholl TO, Schluter MD, et al. Oxidative stress early in pregnancy and pregnancy outcome. Free Radic Res 2008;42:841-8. [Crossref] [PubMed]
- Jia R, Li J, Rui C, et al. Comparative Proteomic Profile of the Human Umbilical Cord Blood Exosomes between Normal and Preeclampsia Pregnancies with High-Resolution Mass Spectrometry. Cell Physiol Biochem 2015;36:2299-306. [Crossref] [PubMed]
- Pillar N, Yoffe L, Hod M, et al. The possible involvement of microRNAs in preeclampsia and gestational diabetes mellitus. Best Pract Res Clin Obstet Gynaecol 2015;29:176-82. [Crossref] [PubMed]
- Zhang YG, Yang HL, Long Y, et al. Circular RNA in blood corpuscles combined with plasma protein factor for early prediction of pre-eclampsia. BJOG 2016;123:2113-8. [Crossref] [PubMed]
- Qian Y, Lu Y, Rui C, et al. Potential Significance of Circular RNA in Human Placental Tissue for Patients with Preeclampsia. Cell Physiol Biochem 2016;39:1380-90. [Crossref] [PubMed]
- Ivanov VT, Yatskin ON. Peptidomics: a logical sequel to proteomics. Expert Rev Proteomics 2005;2:463-73. [Crossref] [PubMed]
- Dallas DC, Guerrero A, Parker EA, et al. Current peptidomics: applications, purification, identification, quantification, and functional analysis. Proteomics 2015;15:1026-38. [Crossref] [PubMed]
- Qian Y, Zhang L, Rui C, et al. Peptidome analysis of amniotic fluid from pregnancies with preeclampsia. Mol Med Rep 2017;16:7337-44. [Crossref] [PubMed]
- Hwang JT, Park IJ, Shin JI, et al. Genistein, EGCG, and capsaicin inhibit adipocyte differentiation process via activating AMP-activated protein kinase. Biochem Biophys Res Commun 2005;338:694-9. [Crossref] [PubMed]
- Gao Y, Zhou Y, Xu A, et al. Effects of an AMP-activated protein kinase inhibitor, compound C, on adipogenic differentiation of 3T3-L1 cells. Biol Pharm Bull 2008;31:1716-22. [Crossref] [PubMed]
- Zhang T, Sawada K, Yamamoto N, et al. 4-Hydroxyderricin and xanthoangelol from Ashitaba (Angelica keiskei) suppress differentiation of preadiopocytes to adipocytes via AMPK and MAPK pathways. Mol Nutr Food Res 2013;57:1729-40. [Crossref] [PubMed]
- Wang X, You L, Cui X, et al. Evaluation and optimization of differentiation conditions for human primary brown adipocytes. Sci Rep 2018;8:5304. [Crossref] [PubMed]
- Tormos KV, Anso E, Hamanaka RB, et al. Mitochondrial complex III ROS regulate adipocyte differentiation. Cell Metab 2011;14:537-44. [Crossref] [PubMed]
- Wang X, Mandal AK, Saito H, et al. Arsenic and chromium in drinking water promote tumorigenesis in a mouse colitis-associated colorectal cancer model and the potential mechanism is ROS-mediated Wnt/β-catenin signaling pathway. Toxicol Appl Pharmacol 2012;262:11-21. [Crossref] [PubMed]
- Shen D, Li Y, Wang X, et al. A novel peptide suppresses adipogenic differentiation through activation of the AMPK pathway. Biochem Biophys Res Commun 2019;510:395-402. [Crossref] [PubMed]
- Kononikhin AS, Starodubtseva NL, Bugrova AE, et al. An untargeted approach for the analysis of the urine peptidome of women with preeclampsia. J Proteomics 2016;149:38-43. [Crossref] [PubMed]
- Starodubtseva N, Nizyaeva N, Baev O, et al. SERPINA1 Peptides in Urine as A Potential Marker of Preeclampsia Severity. Int J Mol Sci 2020;21:914. [Crossref] [PubMed]
- Zhu Y, Bujo H, Yamazaki H, et al. LR11, an LDL receptor gene family member, is a novel regulator of smooth muscle cell migration. Circ Res 2004;94:752-8. [Crossref] [PubMed]
- Ananth CV, Keyes KM, Wapner RJ. Pre-eclampsia rates in the United States, 1980-2010: age-period-cohort analysis. BMJ 2013;347:f6564. [Crossref] [PubMed]
- Khan KS, Wojdyla D, Say L, et al. WHO analysis of causes of maternal death: a systematic review. Lancet 2006;367:1066-74. [Crossref] [PubMed]
- Anderson UD, Olsson MG, Kristensen KH, et al. Review: Biochemical markers to predict preeclampsia. Placenta 2012;33:S42-7. [Crossref] [PubMed]
- Wang A, Rana S, Karumanchi SA. Preeclampsia: the role of angiogenic factors in its pathogenesis. Physiology (Bethesda) 2009;24:147-58. [Crossref] [PubMed]
- Dai X, Cai Y. Down-regulation of microRNA let-7d inhibits the proliferation and invasion of trophoblast cells in preeclampsia. J Cell Biochem 2018;119:1141-51. [Crossref] [PubMed]
- Ghulmiyyah L, Sibai B. Maternal mortality from preeclampsia/eclampsia. Semin Perinatol 2012;36:56-9. [Crossref] [PubMed]
- Shah DM. Preeclampsia: new insights. Curr Opin Nephrol Hypertens 2007;16:213-20. [Crossref] [PubMed]
- Tirumalai RS, Chan KC, Prieto DA, et al. Characterization of the low molecular weight human serum proteome. Mol Cell Proteomics 2003;2:1096-103. [Crossref] [PubMed]
- Wen Q, Liu LY, Yang T, et al. Peptidomic Identification of Serum Peptides Diagnosing Preeclampsia. PLoS One 2013;8:e65571 [Crossref] [PubMed]
- Yeh CC, Chao KC, Huang SJ. Innate immunity, decidual cells, and preeclampsia. Reprod Sci 2013;20:339-53. [Crossref] [PubMed]
- Zhu JY, Pang ZJ, Yu YH. Regulation of trophoblast invasion: the role of matrix metalloproteinases. Rev Obstet Gynecol 2012;5:e137-43. [PubMed]
- Sakowicz A, Lisowska M, Biesiada L, et al. Association of Maternal and Fetal Single-Nucleotide Polymorphisms in Metalloproteinase (MMP1, MMP2, MMP3, and MMP9) Genes with Preeclampsia. Dis Markers 2018;2018:1371425 [Crossref] [PubMed]
- Cao C, Li J, Li J, et al. Long Non-Coding RNA Uc.187 Is Upregulated in Preeclampsia and Modulates Proliferation, Apoptosis, and Invasion of HTR-8/SVneo Trophoblast Cells. J Cell Biochem 2017;118:1462-70. [Crossref] [PubMed]
- Zhang X, Li Q, Jiang W, et al. LAMA5 promotes human umbilical vein endothelial cells migration, proliferation, and angiogenesis and is decreased in preeclampsia. J Matern Fetal Neonatal Med 2020;33:1114-24. [Crossref] [PubMed]
- Chen J, Yue C, Xu J, et al. Downregulation of receptor tyrosine kinase-like orphan receptor 1 in preeclampsia placenta inhibits human trophoblast cell proliferation, migration, and invasion by PI3K/AKT/mTOR pathway accommodation. Placenta 2019;82:17-24. [Crossref] [PubMed]
- Xue L, Xie K, Wu L, et al. A novel peptide relieves endothelial cell dysfunction in preeclampsia by regulating the PI3K/mTOR/HIF1α pathway. Int J Mol Med 2021;47:276-88. [Crossref] [PubMed]
- Laurenzana A, Chillà A, Luciani C, et al. uPA/uPAR system activation drives a glycolytic phenotype in melanoma cells. Int J Cancer 2017;141:1190-200. [Crossref] [PubMed]
(English Language Editor: A. Kassem)