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Yao H, Chen J, Wang Y, Li Y, Tang P, Liang M, Jiang Q. Uncovering therapeutic targets for Pre-eclampsia and pregnancy hypertension via multi-tissue data integration. BMC Pregnancy Childbirth 2025; 25:479. [PMID: 40269770 PMCID: PMC12020376 DOI: 10.1186/s12884-025-07608-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Accepted: 04/15/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND Pre-eclampsia (PE) and pregnancy hypertension (PH) are common and serious complications during pregnancy, which can lead to maternal and fetal death in severe cases. Therefore, further research on the potential therapeutic targets of PE and PH is of great significance for developing new treatment strategies. METHODS This study used the summary data-based Mendelian randomization (SMR) method to analyze expression quantitative trait loci (eQTL) data from blood, aorta, and uterus with Genome-wide association studies (GWAS) data on PE and PH, exploring potential genetic loci involved in PE and PH. Since proteinuria is a clinical manifestation of PE, we also analyzed genes related to the kidney and PE. The HEIDI test was used for heterogeneity testing, and results were adjusted using FDR. The cis-eQTL data were obtained from the blood summary-level data of the eQTLGen Consortium and the aorta and uterus data from the V8 release of the GTEx eQTL summary data. The GWAS data for PE and PH were obtained from the FinnGen Documentation of R10 release. This study utilized the STROBE-MR checklist for reporting Mendelian Randomization (MR) studies. RESULTS This study identified several potential therapeutic targets by integrating eQTL data from blood, uterus, and aorta with GWAS data for PE and PH, as well as kidney eQTL data with GWAS data for PE. Additionally, the study discovered some genes with common roles in PE and PH, offering new insights into the shared pathological mechanisms of these two conditions. These findings not only provide new clues to the pathogenesis of PE and PH but also offer crucial foundational data for the development of future therapeutic strategies. CONCLUSION This study revealed multiple potential therapeutic targets for PE and PH, providing new insights for basic experimental research and clinical treatment to mitigate the severe consequences of PE and PH. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Hang Yao
- School of Traditional Chinese Medicine, Binzhou Medical University, Yantai, China
| | - Jiahao Chen
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yu Wang
- Graduate School of Jiangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Yuxin Li
- Graduate School of Jiangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Peiyu Tang
- School of Traditional Chinese Medicine, Binzhou Medical University, Yantai, China
| | - Mingpeng Liang
- School of Traditional Chinese Medicine, Binzhou Medical University, Yantai, China
| | - Qingling Jiang
- School of Traditional Chinese Medicine, Binzhou Medical University, Yantai, China.
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Zhang C, Wu Z, Hu G, Zhang Y, Ao Z. Exploring characteristics of placental transcriptome and cord serum metabolome associated with low birth weight in Kele pigs. Trop Anim Health Prod 2023; 55:340. [PMID: 37770796 DOI: 10.1007/s11250-023-03733-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 09/12/2023] [Indexed: 09/30/2023]
Abstract
The neonate with low birth weight (LBW) resulted from intrauterine growth retardation (IUGR) exists a substantial risk of postpartum death. Placental insufficiency is responsible for inadequate fetal growth; however, the pathological mechanisms of placental dysfunction-induced IUGR in pigs remain unclear. In this study, the characteristics of placental morphology, placental transcriptome, and cord serum metabolome were explored between the Kele piglets with LBW and the ones with normal birth weight (NBW). Results showed that LBW was a common occurrence in Kele piglets. The LBW placentas showed inferior villus development and lower villi density compared to NBW placentas. There were 1024 differentially expressed genes (DEGs) identified by transcriptome analysis between the LBW and NBW placentas, of which 218 and 806 genes were up- and down-regulated in the LBW placentas, respectively. PPI network analysis showed that ITGB2, CD4, IL6, ITGB3, LCK, RAC2, CD8A, JAK3, TYROBP, and CXCR4 were hub genes in all DEGs. From GO and KEGG enrichment analysis, DEGs were primarily enriched in immunological response, cell adhesion, immune response, cytokine-cytokine receptor interaction, and PI3K-Akt signaling pathway. By using metabolomic analysis, a total of 115 differential metabolites in the cord serum of LBW and NBW piglets were found, mostly linked to amino acid metabolism and sphingolipid metabolism. In comparison to NBW piglets, LBW piglets had lower levels of arginine, isoleucine, and aspartic acid in the cord. Taken together, these data revealed dysplasia of the placental villus, insufficient supply of nutrients, and abnormal immune function of the placenta may be associated with the occurrence and development of LBW in Kele pigs.
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Affiliation(s)
- Caizai Zhang
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang, 550025, China
- Guizhou Provincial Key Laboratory of Animal Genetics, Breeding and Reproduction, College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Zhimin Wu
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang, 550025, China
- Guizhou Provincial Key Laboratory of Animal Genetics, Breeding and Reproduction, College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Guangling Hu
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang, 550025, China
- Guizhou Provincial Key Laboratory of Animal Genetics, Breeding and Reproduction, College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Yiyu Zhang
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang, 550025, China
- Guizhou Provincial Key Laboratory of Animal Genetics, Breeding and Reproduction, College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Zheng Ao
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang, 550025, China.
- Guizhou Provincial Key Laboratory of Animal Genetics, Breeding and Reproduction, College of Animal Science, Guizhou University, Guiyang, 550025, China.
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Lekva T, Jacobsen DP, Sugulle M, Moe K, Fjeldstad HES, Dechend R, Staff AC. Circulating HLA-G and its association with cardiovascular markers in pregnancy. J Reprod Immunol 2021; 146:103331. [PMID: 34030048 DOI: 10.1016/j.jri.2021.103331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 05/06/2021] [Accepted: 05/16/2021] [Indexed: 11/29/2022]
Abstract
Human Leukocyte Antigen-G (HLA-G) prevents the activity of immune cells and is decreased in women with preeclampsia. We aimed to investigate the associations between circulating soluble HLA-G (sHLA-G) and 92 cardiovascular disease-related biomarkers from a previously published multiplex study in women with preeclampsia and controls. We found 15 markers significantly associated with circulating sHLA-G in univariate analyses. After multivariable adjusted regression, only proto-oncogene tyrosine-protein kinase Src (SRC) and vascular endothelial growth factor D were significantly associated with sHLA-G. Low SRC, previously observed in the circulation of preeclamptic women, may be regulated by low sHLA-G, and reflect decreased trophoblast differentiation and syncytical formation.
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Affiliation(s)
- Tove Lekva
- Division of Obstetrics and Gynaecology, Oslo University Hospital, Norway; Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Norway.
| | - Daniel P Jacobsen
- Division of Obstetrics and Gynaecology, Oslo University Hospital, Norway
| | - Meryam Sugulle
- Division of Obstetrics and Gynaecology, Oslo University Hospital, Norway
| | - Kjartan Moe
- Division of Obstetrics and Gynaecology, Oslo University Hospital, Norway; Department of Obstetrics and Gynaecology, Bærum Hospital, Vestre Viken Hospital Trust, Norway
| | - Heidi E S Fjeldstad
- Division of Obstetrics and Gynaecology, Oslo University Hospital, Norway; Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Ralf Dechend
- Experimental and Clinical Research Center, A Cooperation of Charité-Universitätsmedizin Berlin and Max-Delbruck Center for Molecular Medicine, Germany; Department of Cardiology and Nephrology, HELIOS-Klinikum, Berlin, Germany
| | - Anne Cathrine Staff
- Division of Obstetrics and Gynaecology, Oslo University Hospital, Norway; Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
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Upregulation of miR-29a suppressed the migration and invasion of trophoblasts by directly targeting LOXL2 in preeclampsia. J Hypertens 2021; 39:1642-1651. [PMID: 33657581 DOI: 10.1097/hjh.0000000000002837] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Preeclampsia is a pregnancy-specific disorder that is a major cause of maternal and foetal morbidity and mortality, with a prevalence of 6-8% of pregnancies. Although the downregulation of lysyl oxidase (LOX) and LOX-like protein 2 (LOXL2), which leads to reduced trophoblast cell migration and invasion through activation of the TGF-β1/Smad3/collagen pathway, is relevant to preeclampsia, the mechanisms regulating differences in the gene expression of LOX and LOXL2 in placentas are not yet understood. This study aimed to investigate the mechanisms regulating differences in the gene expression of LOX and LOXL2 in placentas. METHODS The expression of miRNAs, LOX and LOXL2 in preeclamptic placentas and control placentas was analysed by qPCR. Localisation of miR29a and LOXL2 in preeclamptic placentas was performed by RNA-Fluorescence in-situ hybridization assay. The direct regulation of LOXL2 by miR-29a was assessed by dual-luciferase reporter assays in human extravillous trophoblast cells (HTR8/SVneo). Cell migration and invasion were evaluated by Transwell assays in HTR8/SVneo cells. RESULTS miR-29a expression was upregulated in preeclamptic placentas and negatively correlated with LOXL2 mRNA expression levels. RNA-Fluorescence in-situ hybridization assay revealed a clear overlap between miR-29a and LOXL2 in the placentas of preeclampic women. LOXL2 was a direct target gene of miR-29a, as confirmed by a dual-luciferase reporter assay in HTR8/SVneo trophoblast cells. miR-29a suppressed HTR8/SVneo trophoblast cell migration and invasion. LOXL2 overexpression reversed the inhibitory effects of miR-29a on HTR8/SVneo trophoblast cell migration and invasion. CONCLUSION Our results suggest that the upregulation of miR-29a suppresses the migration and invasion of HTR8/SVneo trophoblast cells by directly targeting LOXL2 in preeclampsia.
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Moodley M, Moodley J, Naicker T. Neutrophil extracellular traps: The synergy source in the placentae of HIV infected women with pre-eclampsia. Pregnancy Hypertens 2020; 20:69-74. [PMID: 32193148 DOI: 10.1016/j.preghy.2020.03.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Revised: 03/02/2020] [Accepted: 03/07/2020] [Indexed: 12/23/2022]
Abstract
OBJECTIVES To immuno-localize histone H2A expression as a marker of neutrophil extracellular traps (NETs) in the placenta; and to quantify and compare the percentage H2A immune-expression as a marker of NETs in the placental intervillous space according to: pregnancy type, HIV status and across the study population. STUDY DESIGN The participants to the study were a pregnant South African population group of African ancestry (n = 60) stratified as normotensive (N) (n = 30) or pre-eclamptic (PE) (n = 30) and further subdivided as HIV infected (HIV+) (n = 15) or HIV naïve (HIV-) (n = 15). Following informed consent placental tissue samples were obtained at the time of delivery. Immunohistochemistry using the anti-histone 2A (H2A) antibody as a biomarker of NETs, and morphometric image analysis was used to immuno-localize and quantify placental H2A immuno-expression respectively in the placental inter-villous space. Statistical analysis was performed using Graph Pad Prism software (Version 5). MAIN OUTCOME MEASURES To determine if HIV neutralizes the elevated NETs in PE. RESULTS NETs were localized within the inter-villous space surrounding the exchange villi and conducting villi of placental tissue. Based on HIV status, a significant elevation in H2A immuno-expression was observed in the HIV+ compared to the HIV- group (p = 0.0008) and in the pre-eclampsia HIV- compared to the normotensive HIV- group (p = 0.0008). However, a significant decline in H2A immuno-expression was observed in the PEHIV+ group compared to the NHIV+ group (p = 0.0072). CONCLUSIONS Both PE and HIV elevate placental NETs; however, they synergistically downregulate NETs expression. Further investigations are required to interrogate the signaling pathways involved to establish potential NET-targeted therapeutic actions.
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Affiliation(s)
- Merantha Moodley
- Discipline of Optics and Imaging, Doris Duke Medical Research Institute, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa.
| | - Jagidesa Moodley
- Women's Health and HIV Research Group, Department of Obstetrics and Gynecology, University of KwaZulu-Natal, South Africa
| | - Thajasvarie Naicker
- Discipline of Optics and Imaging, Doris Duke Medical Research Institute, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa.
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miR-141-5p regulate ATF2 via effecting MAPK1/ERK2 signaling to promote preeclampsia. Biomed Pharmacother 2019; 115:108953. [PMID: 31075732 DOI: 10.1016/j.biopha.2019.108953] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Revised: 04/30/2019] [Accepted: 05/03/2019] [Indexed: 11/20/2022] Open
Abstract
OBJECTIVE Preeclampsia is a pregnancy-specific syndrome characterized by hypertension and proteinuria. Impaired trophoblast invasion partly modulated by abnormal MAPK1/ERK2 signaling played important roles in the pathological process of preeclampsia. The objective of this study is to investigate miR-141-5p regulate ATF2 via effecting MAPK1/ERK2 signaling to promote preeclampsia. STUDY DESIGN The maternal placentae and clinical data of 30 patients with preeclampsia and 30 healthy pregnant women were collected in the Second Hospital of Shanxi Medical University from July 2015 to April 2016. Transcriptional levels of miR-141-5p in placentae were monitored using quantitative real-time reverse transcription-polymerase chain reaction. The target gene of miR-141-5p was analyzed with "TargetScanHuman Release 7.2″. To evaluate the pathways of this response, MAPK1 and ERK1/2 in placentae were detected using immunohistochemistry and Western Blot. Transfection experiment was used to verify the function of miR-141-5p regulating ATF2 to effect MAPK1/ERK2 signaling in JEG-3 cells. RESULTS miR-141-5p was significantly down-regulated in placentae of patients with preeclampsia, in comparison to the healthy pregnant women groups. There was no difference in MAPK1 expression between placentae of patients with preeclampsia and healthy pregnant women groups. While p-MAPK1 expression was lower in preeclampsia placentae, in comparison to the healthy pregnant women groups. Moreover, inhibition and activation experiments also validate the function of miR-141-5p in effecting p-MAPK1 level in JEG-3 cells. Bioinformatic analysis identified that ATF2 was a target gene of miR-141-5p, which was one DNA-binding protein to effect phosphatase DUSP1 transcription. DUSP1 effect MAPK1/ERK2 signaling in preeclampsia. CONCLUSION miR-141-5p up-regulated transcription factor ATF2 to promote phosphatase DUSP1 expression. DUSP1 expression reduces p-MAPK1 and ERK1/2 expression to promote preeclampsia.
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Majewska M, Lipka A, Paukszto L, Jastrzebski JP, Szeszko K, Gowkielewicz M, Lepiarczyk E, Jozwik M, Majewski MK. Placenta Transcriptome Profiling in Intrauterine Growth Restriction (IUGR). Int J Mol Sci 2019; 20:E1510. [PMID: 30917529 PMCID: PMC6471577 DOI: 10.3390/ijms20061510] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 03/22/2019] [Accepted: 03/24/2019] [Indexed: 12/14/2022] Open
Abstract
Intrauterine growth restriction (IUGR) is a serious pathological complication associated with compromised fetal development during pregnancy. The aim of the study was to broaden knowledge about the transcriptomic complexity of the human placenta by identifying genes potentially involved in IUGR pathophysiology. RNA-Seq data were used to profile protein-coding genes, detect alternative splicing events (AS), single nucleotide variant (SNV) calling, and RNA editing sites prediction in IUGR-affected placental transcriptome. The applied methodology enabled detection of 37,501 transcriptionally active regions and the selection of 28 differentially-expressed genes (DEGs), among them 10 were upregulated and 18 downregulated in IUGR-affected placentas. Functional enrichment annotation indicated that most of the DEGs were implicated in the processes of inflammation and immune disorders related to IUGR and preeclampsia. Additionally, we revealed that some genes (S100A13, GPR126, CTRP1, and TFPI) involved in the alternation of splicing events were mainly implicated in angiogenic-related processes. Significant SNVs were overlapped with 6533 transcripts and assigned to 2386 coding sequence (CDS), 1528 introns, 345 5' untranslated region (UTR), 1260 3'UTR, 918 non-coding RNA (ncRNA), and 10 intergenic regions. Within CDS regions, 543 missense substitutions with functional effects were recognized. Two known mutations (rs4575, synonymous; rs3817, on the downstream region) were detected within the range of AS and DEG candidates: PA28β and PINLYP, respectively. Novel genes that are dysregulated in IUGR were detected in the current research. Investigating genes underlying the IUGR is crucial for identification of mechanisms regulating placental development during a complicated pregnancy.
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Affiliation(s)
- Marta Majewska
- Department of Human Physiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Warszawska Str 30, 10-082 Olsztyn, Poland.
| | - Aleksandra Lipka
- Department of Gynecology and Obstetrics, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Niepodleglosci Str 44, 10-045 Olsztyn, Poland.
| | - Lukasz Paukszto
- Department of Plant Physiology, Genetics and Biotechnology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego Str 1A, 10-719 Olsztyn-Kortowo, Poland.
| | - Jan Pawel Jastrzebski
- Department of Plant Physiology, Genetics and Biotechnology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego Str 1A, 10-719 Olsztyn-Kortowo, Poland.
| | - Karol Szeszko
- Department of Animal Anatomy and Physiology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego Str 1A, 10-719 Olsztyn-Kortowo, Poland.
| | - Marek Gowkielewicz
- Department of Gynecology and Obstetrics, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Niepodleglosci Str 44, 10-045 Olsztyn, Poland.
| | - Ewa Lepiarczyk
- Department of Human Physiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Warszawska Str 30, 10-082 Olsztyn, Poland.
| | - Marcin Jozwik
- Department of Gynecology and Obstetrics, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Niepodleglosci Str 44, 10-045 Olsztyn, Poland.
| | - Mariusz Krzysztof Majewski
- Department of Human Physiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Warszawska Str 30, 10-082 Olsztyn, Poland.
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The silencing of ApoC3 suppresses oxidative stress and inflammatory responses in placenta cells from mice with preeclampsia via inhibition of the NF-κB signaling pathway. Biomed Pharmacother 2018; 107:1377-1384. [PMID: 30257353 DOI: 10.1016/j.biopha.2018.08.122] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 08/22/2018] [Accepted: 08/23/2018] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE Preeclampsia is one of the three primary causes of maternal morbidity and mortality worldwide. This study evaluated ApoC3 in placenta cells of mice with preeclampsia to explore its therapeutic role in preeclampsia and assess its function on oxidative stress and inflammatory responses involving the NF-κB signaling pathway. METHODS A mouse model of preeclampsia was successfully established. APOC3-siRNA with the best silencing effect was screened out. The expression levels of ApoC3, p65, and IkBα were evaluated. The effect of ApoC3 silencing on metabolic activity and apoptosis was measured. The level of high-sensitivity C-reactive protein (hs-CPR), interleukin 6 (IL-6) and tumor necrosis factor alpha (TNF-α), the activity of matrix metalloproteinase (MMP)-2 and MMP-9, and the expression of malondialdehyde (MDA), 8-isoprostane and oxidized low-density lipoprotein (ox-LDL) were determined. RESULTS ApoC3-siRNA-3 was the most effective siRNA. The mRNA expression of ApoC3 was scarcely observed, while the expression of p65 decreased and the expression of p-IkBα increased in the ApoC3-siRNA group. Compared with those in the model and empty vector groups, the cell apoptosis rate and the activities of invasion-related factors MMP-2 and MMP-9 increased, while the levels of hs-CPR, IL-6, TNF-α, MDA, 8-isoprostane, and ox-LDL decreased in the ApoC3-siRNA group. CONCLUSION Silencing ApoC3 could suppress the NF-κB signaling pathway, thereby exercising a protective effect on cell injury induced by oxidative stress and reducing inflammatory responses.
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Milanetti E, Trandafir AG, Alba J, Raimondo D, D’Abramo M. Efficient and Accurate Modeling of Conformational Transitions in Proteins: The Case of c-Src Kinase. J Phys Chem B 2018; 122:8853-8860. [DOI: 10.1021/acs.jpcb.8b07155] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Edoardo Milanetti
- Center for Life Nano Science@Sapienza, Istituto Italiano di Tecnologia, Viale Regina Elena 291, 00161 Rome, Italy
| | | | | | - Domenico Raimondo
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
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