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Zeng Y, Gan J, Cheng J, Wei C, Zhu X, Wei S, Pang L. Identification of important genes related to ferroptosis in early missed abortion based on WGCNA. Sci Rep 2025; 15:715. [PMID: 39753825 PMCID: PMC11698874 DOI: 10.1038/s41598-024-84135-3] [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: 07/19/2024] [Accepted: 12/20/2024] [Indexed: 01/06/2025] Open
Abstract
Early missed abortion is defined as a pregnancy of ≤ 12 weeks in which there is a cessation of life in the developing embryo or fetus, leading to its retention within the uterine cavity without being spontaneously expelled promptly. This condition is commonly observed and significantly impacts human reproductive health. This study aimed to identify key genes related to ferroptosis that could serve as novel biomarkers for early missed abortion. Findings from gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses indicate a correlation between iron- DEFRGS in key modules and the p53 signaling, mitophagy-animal, and protein digestion and absorption pathways. An analysis of the protein-protein interaction (PPI) network was conducted on DEFRGs, identifying five central genes (TP53, EZH2, TIMP1, SLC3A2, and GABARAPL2) using STRING and Cytohubba ROC curves. The expression of pivotal genes in both the missed-abortion and control groups was verified by RT-qPCR. CIBERSORT analysis revealed a notable increase in the infiltration levels of CD8 + T lymphocytes and M2 macrophages among individuals in the early missed abortion group. Additionally, a ceRNA network was constructed to predict interactions between mRNA, miRNA, and lncRNA of the central genes. However, the interacting miRNAs predicted for SLC3A2 in the miRanda, miRDB, and TargetScan databases were limited to hsa-miR-661 and hsa-miR-4311, with no interacting lncRNAs found in the spongeScan database. This research has identified novel genes that could be targeted for the early detection and management of missed abortions.
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Affiliation(s)
- Yulu Zeng
- Department of Prenatal Diagnosis, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Jiayi Gan
- Department of Prenatal Diagnosis, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Jinlian Cheng
- Department of Prenatal Diagnosis, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Changqiang Wei
- Department of Prenatal Diagnosis, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Xiangyun Zhu
- Department of Prenatal Diagnosis, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Shisi Wei
- Department of Prenatal Diagnosis, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Lihong Pang
- Department of Prenatal Diagnosis, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.
- Guangxi Key Laboratory of Thalassemia Research, Nanning, Guangxi, Guangxi, China.
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Chen Y, Hu J. ATP6V1G3 Acts as a Key Gene in Recurrent Spontaneous Abortion: An Integrated Bioinformatics Analysis. Med Sci Monit 2020; 26:e927537. [PMID: 33028803 PMCID: PMC7552882 DOI: 10.12659/msm.927537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The molecular mechanism of recurrent spontaneous abortion is unclear. It has been suggested that dysregulated genes participate in the pathogenesis of recurrent spontaneous abortion. The aim of this study was to identify the differentially expressed genes (DEGs) and pathways in recurrent spontaneous abortion. MATERIAL AND METHODS Gene expression data series of GSE22490 and GSE26787 were obtained from the GEO database to identify the differentially expressed genes between patients with recurrent miscarriage (Case group) and patients with uncomplicated pregnancies matched for gestational age (Control group). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEEG) were applied to enrich the biological functions and pathways of the identified differentially expressed genes. A protein-protein interaction (PPI) network was constructed thorough the STRING database. Thirty-one cases of recurrent spontaneous abortion (Case group) and 30 cases of artificial abortion (Control group) were included in the study. The protein expression of hub genes in the villi and decidua tissue of the 2 groups was detected by immunohistochemical assay. RESULTS Forty-six DEGs were identified with the enriched biological function mainly in the aspects of glutamate secretion and positive regulation of synapse assembly. KEGG pathway analysis indicated the dysregulated genes were only enriched in the glutamatergic synapse pathway. In the PPI network, 83 nodes and 273 edges with the average node degreed of 6.58 were enriched. The hub gene (ATP6V1G3) of the included 46 genes was identified using Cytohubba software. In the Case group, the high expression of ATP6V1G3 protein was detected in 13 (43.3%) and 10 (33.3%) for placental villus and decidual tissue, respectively. However, the high expression rate in the Control group was 23.3% and 16.7% for placental villus and decidual tissue, respectively. The ATP6V1G3 protein high expression rate was not significantly different between the Case and Control groups (P>0.05). CONCLUSIONS We found differential gene expression profiles in villous and decidual tissues between patients with recurrent miscarriage vs. those with uncomplicated pregnancies. Upregulation of the ATP6V1G3 gene may play an important role in the development of recurrent miscarriage.
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Affiliation(s)
- Yihong Chen
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
| | - Jifen Hu
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
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Barišić A, Dević Pavlić S, Ostojić S, Pereza N. Matrix metalloproteinase and tissue inhibitors of metalloproteinases gene polymorphisms in disorders that influence fertility and pregnancy complications: A systematic review and meta-analysis. Gene 2018; 647:48-60. [DOI: 10.1016/j.gene.2018.01.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 12/19/2017] [Accepted: 01/02/2018] [Indexed: 01/09/2023]
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Wang CY, Wang SG, Wang JL, Zhou LY, Liu HJ, Wang YF. Effect of miRNA-27a and Leptin Polymorphisms on Risk of Recurrent Spontaneous Abortion. Med Sci Monit 2016; 22:3514-3522. [PMID: 27694792 PMCID: PMC5049305 DOI: 10.12659/msm.897147] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Background The aim of this study was to investigate the possible associations of miRNA-27a and Leptin polymorphisms with the risk of recurrent spontaneous abortion (RSA). Material/Methods Between May 2013 and April 2015 at Shenzhen Longhua New District Central Hospital, we randomly recruited 138 RSA patients as the case group and another 142 normal pregnancy women as the control group. We used denaturing high-performance liquid chromatography (DHPLC) to determine the genotypes and allele frequencies of miRNA-27a rs895819 A/G and Leptin rs7799039 G/A. Results The GG genotype and G allele frequencies of miRNA-27a rs895819 A/G were higher in the case group than in the control group, and the AA genotype and A allele frequencies of Leptin rs7799039 G/A were also higher in the case group than in the control group (all P<0.05). MiRNA-27a rs895819 A/G and Leptin rs7799039 G/A polymorphisms increased the risk of RSA (Exp (B)=2.732, 95% CI=1.625~4.596, P=0.000; Exp (B)=4.081, 95% CI=1.817~9.164, P=0.001). GG-AA or AG-AA carriers had a higher risk of RSA. The miRNA-27a expression of AA carriers of miRNA-27a rs895819 was lower than that of AG+GG carriers both in the case and control groups (all P=0.024). The plasma leptin concentration of GG carriers was lower than that of GA+AA carriers in the case group (P=0.026). Conclusions The polymorphisms of miRNA-27a rs895819 A/G and Leptin rs7799039 G/A may contribute to an increased risk of RSA.
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Affiliation(s)
- Chun-Yan Wang
- Department of Obstetrics and Gynecology, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong, China (mainland)
| | - Shu-Guang Wang
- Department of Obstetrics and Gynecology, Zaozhuang Maternity and Child Health Care Hospital, Zaozhuang, Shandong, China (mainland)
| | - Jia-Li Wang
- Clinical Laboratory, Linyi People's Hospital, Linyi, Shandong, China (mainland)
| | - Li-Ying Zhou
- Department of Obstetrics and Gynecology, Shenzhen Longhua New District Central Hospital, Shenzhen, Guangdong, China (mainland)
| | - Hong-Jun Liu
- Department of Urology, Linyi People's Hospital, Linyi, Shandong, China (mainland)
| | - Yi-Feng Wang
- Department of Obstetrics and Gynecology, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong, China (mainland)
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Mashkina EV, Kovalenko KA, Marakhovskaya TA, Saraev KN, Belanova AA, Shkurat TP. Association of gene polymorphisms of matrix metalloproteinases with reproductive losses in the first trimester of pregnancy. RUSS J GENET+ 2016. [DOI: 10.1134/s1022795416080081] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Guo C, Cao X, Wang Q, Wang G, An L, Du M, Qiu Y, Yang Y, Li H, Wang Y, Wang S, Wang X, Ma X. Contribution of TIMP3 polymorphisms to the development of preeclampsia in Han Chinese women. J Assist Reprod Genet 2015; 32:1525-30. [PMID: 26304100 PMCID: PMC4615926 DOI: 10.1007/s10815-015-0529-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2015] [Accepted: 06/30/2015] [Indexed: 01/24/2023] Open
Abstract
PURPOSE The aim of this study was to investigate whether polymorphisms in the tissue inhibitor of metalloproteinase 3 gene (TIMP3) are associated with the risk of preeclampsia (PE) in Han Chinese women. METHODS Nine single TIMP3 tag-single nucleotide polymorphisms were selected by Haploview and genotyped using the Sequenom method in 181 preeclamptic and 203 healthy pregnant women from eastern China. RESULTS The allele frequencies of the tag-single nucleotide polymorphisms were not significantly different between groups (P > 0.05). However, the genotype distribution of rs135025 was shown to differ between the multigravidity PE subgroup (>3) and controls under additive (P = 0.018) and recessive models (P = 0.008), while the genotype distribution of rs80272 differed significantly between the severe PE subgroup and controls under additive (P = 0.014) and dominant models (P = 0.041). Moreover, the H2 haplotype (A-C-G-T-A-A-G-C-G) was found to be associated with the risk of PE (P = 0.035). CONCLUSIONS Genotypes of rs135025 and rs80272 in TIMP3 may therefore influence susceptibility to PE, and pregnant women carrying the H2 haplotype might be more prone to developing PE.
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Affiliation(s)
- Changlong Guo
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Xiaofang Cao
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Qidi Wang
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Guangyu Wang
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Lisha An
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Meng Du
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Yue Qiu
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Ying Yang
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China
| | - Hui Li
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yuting Wang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Shuo Wang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xingyu Wang
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China.
| | - Xu Ma
- National Research Institute for Family Planning, 12 Dahuisi Road, Haidian, Beijing, 100081, China.
- Graduate School of Peking Union Medical College, Beijing, China.
- World Health Organization Collaborating Centre for Research in Human Reproduction, Beijing, China.
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Haroun S, Altmäe S, Karypidis H, Kuningas M, Landgren BM, Akerud H, Skjöldebrand-Sparre L, Hosseini F, Bremme K, Sundström-Poromaa I, Stavreus-Evers A. Association between trefoil factor 3 gene variants and idiopathic recurrent spontaneous abortion. Reprod Biomed Online 2014; 29:737-44. [PMID: 25444508 DOI: 10.1016/j.rbmo.2014.08.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Revised: 08/18/2014] [Accepted: 08/19/2014] [Indexed: 11/27/2022]
Abstract
Trefoil factor 3 (TFF3) gene is an inflammatory mediator expressed in human endometrium during the window of implantation. The aim of this study was to evaluate the possible genetic association of TFF3 variants in recurrent spontaneous abortion. Women with a history of recurrent spontaneous abortion (n = 164) and healthy pregnant women (n = 143) were genotyped for five TFF3 polymorphisms (rs225439 G/A, rs533093 C/T, rs225361 A/G, rs11701143 T/C and rs77436142 G/C). In addition, haplotypes formed within the gene were analysed. Within the recurrent spontaneous abortion group, women who at some point had given birth and childless women had 4.19 ± 1.75 and 5.34 ± 3.42 consecutive spontaneous abortions, respectively. Women who had experience recurrent spontaneous abortions had a lower allele frequency of the rs11701143 promoter region minor C allele compared with fertile women (0.02 versus 0.05, P = 0.015). Patients with rs225361 AG genotype had significantly more successful pregnancies before spontaneous abortion than those with homozygous AA and GG genotypes (P = 0.014). No significant differences in haplotype frequencies between patients and controls were detected. Possible genetic risk factors identified that might contribute to the pathogenesis of idiopathic recurrent spontaneous abortion were TFF3 gene variants.
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Affiliation(s)
- Sally Haroun
- Department of Women's and Children's Health, Uppsala University, Uppsala University Hospital, Uppsala 751 85, Sweden
| | - Signe Altmäe
- Competence Centre on Reproductive Medicine and Biology, Tartu, Estonia; Department of Paediatrics, School of Medicine, University of Granada, Granada, Spain
| | - Helena Karypidis
- Department of Women's and Children's Health, Uppsala University, Uppsala University Hospital, Uppsala 751 85, Sweden
| | - Maris Kuningas
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Britt-Marie Landgren
- CLINTEC, Obstetrics and Gynecology, Karolinska University Hospital, Huddinge, Stockholm 141 86, Sweden
| | - Helena Akerud
- Department of Women's and Children's Health, Uppsala University, Uppsala University Hospital, Uppsala 751 85, Sweden
| | | | - Frida Hosseini
- Obstetrik och Gynekologi, Danderyds Sjukhus, Stockholm 182 88, Sweden
| | - Katarina Bremme
- Obstetrics and Gynecology, Karolinska University Hospital, Solna, Stockholm 17176, Sweden
| | - Inger Sundström-Poromaa
- Department of Women's and Children's Health, Uppsala University, Uppsala University Hospital, Uppsala 751 85, Sweden
| | - Anneli Stavreus-Evers
- Department of Women's and Children's Health, Uppsala University, Uppsala University Hospital, Uppsala 751 85, Sweden.
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Song G, Yan J, Zhang Q, Li G, Chen ZJ. Association of tissue inhibitor of metalloproteinase gene polymorphisms and unexplained recurrent spontaneous abortions in Han Chinese couples. Eur J Obstet Gynecol Reprod Biol 2014; 181:84-8. [PMID: 25128867 DOI: 10.1016/j.ejogrb.2014.07.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 07/08/2014] [Accepted: 07/20/2014] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To investigate the association of tissue inhibitor of metalloproteinase (TIMP) gene polymorphisms with unexplained recurrent spontaneous abortions (URSA) in a well-defined group of Han Chinese couples. STUDY DESIGN This is a case-control association study. Genomic DNA was extracted from peripheral blood samples from 84 couples with histories of three or more pregnancy losses and 69 age-matched healthy couples with at least one live birth and no histories of pregnancy loss. Polymerase chain reactions (PCRs) and sequencing with the fluorescent dye dideoxy-termination method were used to detect the rs4898 in TIMP-1, rs2277698 in TIMP-2, rs2234921 and rs5749511 in TIMP-3 and rs17035945 in TIMP-4 genotypes and allele frequencies. RESULTS Neither the allele frequencies nor any of the genetic model of the five TIMP gene SNPs (i.e., TIMP-1-rs4898, TIMP-2-rs2277698, TIMP-3-rs5749511 and rs2234921, and TIMP-4-rs7035945) were significantly differences between the URSA couples and the control group. CONCLUSIONS No evidence was found for any associations between the TIMP-1,-2,-3, or -4 genes SNPs with URSA in this Han Chinese Han.
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Affiliation(s)
- Guihong Song
- Center for Reproductive Medicine, Provincial Hospital Affiliated to Shandong University, Jinan, China; Shandong College of Traditional Chinese Medicine, Yantai, China
| | - Junhao Yan
- Center for Reproductive Medicine, Provincial Hospital Affiliated to Shandong University, Jinan, China; National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Jinan, China; The Key Laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China
| | - Qian Zhang
- Center for Reproductive Medicine, Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Guangyu Li
- Center for Reproductive Medicine, Provincial Hospital Affiliated to Shandong University, Jinan, China; National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Jinan, China; The Key Laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China
| | - Zi-Jiang Chen
- Center for Reproductive Medicine, Provincial Hospital Affiliated to Shandong University, Jinan, China; National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Jinan, China; The Key Laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China.
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