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Yu Y, Xu W, Zhang S, Feng S, Feng F, Dai J, Zhang X, Tian P, Wang S, Zhao Z, Zhao W, Guan L, Qiu Z, Zhang J, Peng H, Lin J, Zhang Q, Chen W, Li H, Zhao Q, Xiao G, Li Z, Zhou S, Peng C, Xu Z, Zhang J, Zhang R, He X, Li H, Li J, Ruan X, Zhao L, He J. Non-invasive prediction of preeclampsia using the maternal plasma cell-free DNA profile and clinical risk factors. Front Med (Lausanne) 2024; 11:1254467. [PMID: 38695016 PMCID: PMC11061442 DOI: 10.3389/fmed.2024.1254467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 03/26/2024] [Indexed: 05/04/2024] Open
Abstract
Background Preeclampsia (PE) is a pregnancy complication defined by new onset hypertension and proteinuria or other maternal organ damage after 20 weeks of gestation. Although non-invasive prenatal testing (NIPT) has been widely used to detect fetal chromosomal abnormalities during pregnancy, its performance in combination with maternal risk factors to screen for PE has not been extensively validated. Our aim was to develop and validate classifiers that predict early- or late-onset PE using the maternal plasma cell-free DNA (cfDNA) profile and clinical risk factors. Methods We retrospectively collected and analyzed NIPT data of 2,727 pregnant women aged 24-45 years from four hospitals in China, which had previously been used to screen for fetal aneuploidy at 12 + 0 ~ 22 + 6 weeks of gestation. According to the diagnostic criteria for PE and the time of diagnosis (34 weeks of gestation), a total of 143 early-, 580 late-onset PE samples and 2,004 healthy controls were included. The wilcoxon rank sum test was used to identify the cfDNA profile for PE prediction. The Fisher's exact test and Mann-Whitney U-test were used to compare categorical and continuous variables of clinical risk factors between PE samples and healthy controls, respectively. Machine learning methods were performed to develop and validate PE classifiers based on the cfDNA profile and clinical risk factors. Results By using NIPT data to analyze cfDNA coverages in promoter regions, we found the cfDNA profile, which was differential cfDNA coverages in gene promoter regions between PE and healthy controls, could be used to predict early- and late-onset PE. Maternal age, body mass index, parity, past medical histories and method of conception were significantly differential between PE and healthy pregnant women. With a false positive rate of 10%, the classifiers based on the combination of the cfDNA profile and clinical risk factors predicted early- and late-onset PE in four datasets with an average accuracy of 89 and 80% and an average sensitivity of 63 and 48%, respectively. Conclusion Incorporating cfDNA profiles in classifiers might reduce performance variations in PE models based only on clinical risk factors, potentially expanding the application of NIPT in PE screening in the future.
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Affiliation(s)
- Yan Yu
- Department of Obstetrics, Shenzhen Baoan Women’s and Children’s Hospital, Shenzhen, China
| | - Wenqiu Xu
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | - Sufen Zhang
- Department of Clinical Laboratory (Institute of Medical Genetics), Zhuhai Center for Maternal and Child Health Care, Zhuhai, China
| | - Suihua Feng
- Department of Obstetrics and Gynecology, Jiangmen Central Hospital, Jiangmen, Guangdong, China
| | - Feng Feng
- BGI-Tianjin, BGI-Shenzhen, Tianjin, China
| | - Junshang Dai
- The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Xiao Zhang
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | | | | | - Zhiguang Zhao
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | - Wenrui Zhao
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | - Liping Guan
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | - Zhixu Qiu
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | - Jianguo Zhang
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | | | - Jiawei Lin
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
| | - Qun Zhang
- Department of Obstetrics and Gynecology, Jiangmen Central Hospital, Jiangmen, Guangdong, China
| | - Weiping Chen
- Department of Obstetrics and Gynecology, Jiangmen Central Hospital, Jiangmen, Guangdong, China
| | - Huahua Li
- Department of Obstetrics and Gynecology, Jiangmen Central Hospital, Jiangmen, Guangdong, China
| | - Qiang Zhao
- Department of Obstetrics and Gynecology, Jiangmen Central Hospital, Jiangmen, Guangdong, China
| | - Gefei Xiao
- Department of Clinical Laboratory (Institute of Medical Genetics), Zhuhai Center for Maternal and Child Health Care, Zhuhai, China
| | - Zhongzhe Li
- Department of Prevention and Health Care, Zhuhai Center for Maternal and Child Health Care, Zhuhai, China
| | - Shihao Zhou
- Department of Genetics and Eugenics, Changsha Hospital for Maternal and Child Health Care, Changsha, China
- Hunan Provincial Key Laboratory of Regional Hereditary Birth Defects Prevention and Control, Changsha Hospital for Maternal and Child Health Care Affiliated to Hunan Normal University, Changsha, China
| | - Can Peng
- Department of Genetics and Eugenics, Changsha Hospital for Maternal and Child Health Care, Changsha, China
| | - Zhen Xu
- Department of Genetics and Eugenics, Changsha Hospital for Maternal and Child Health Care, Changsha, China
| | - Jingjing Zhang
- Hospital Office, Changsha Hospital for Maternal and Child Health Care, Changsha, China
| | - Rui Zhang
- Department of Medical Genetics and Prenatal Diagnosis, Baoan Women’s and Children’s Hospital, Jinan University, Shenzhen, China
| | - Xiaohong He
- Department of Medical Genetics and Prenatal Diagnosis, Baoan Women’s and Children’s Hospital, Jinan University, Shenzhen, China
| | - Hua Li
- Department of Clinical Laboratory (Institute of Medical Genetics), Zhuhai Center for Maternal and Child Health Care, Zhuhai, China
| | - Jia Li
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
| | - Xiaohong Ruan
- Department of Obstetrics and Gynecology, Jiangmen Central Hospital, Jiangmen, Guangdong, China
| | - Lijian Zhao
- BGI Genomics, BGI-Shenzhen, Shenzhen, China
- Hebei Industrial Technology Research Institute of Genomics in Maternal and Child Health, Shijiazhuang BGI Genomics, Shijiazhuang, Hebei, China
- Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jun He
- Department of Genetics and Eugenics, Changsha Hospital for Maternal and Child Health Care, Changsha, China
- Hunan Provincial Key Laboratory of Regional Hereditary Birth Defects Prevention and Control, Changsha Hospital for Maternal and Child Health Care Affiliated to Hunan Normal University, Changsha, China
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Liao J, Zheng Y, Hu M, Xu P, Lin L, Liu X, Wu Y, Huang B, Ye X, Li S, Duan R, Fu H, Huang J, Wen L, Fu Y, Kilby MD, Kenny LC, Baker PN, Qi H, Tong C. Impaired Sphingosine-1-Phosphate Synthesis Induces Preeclampsia by Deactivating Trophoblastic YAP (Yes-Associated Protein) Through S1PR2 (Sphingosine-1-Phosphate Receptor-2)-Induced Actin Polymerizations. Hypertension 2021; 79:399-412. [PMID: 34865521 DOI: 10.1161/hypertensionaha.121.18363] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Incomplete spiral artery remodeling, caused by impaired extravillous trophoblast invasion, is a fundamental pathogenic process associated with malplacentation and the development of preeclampsia. Nevertheless, the mechanisms controlling this regulation of trophoblast invasion are largely unknown. We report that sphingosine-1-phosphate synthesis and expression is abundant in healthy trophoblast, whereas in pregnancies complicated by preeclampsia the placentae are associated with reduced sphingosine-1-phosphate and lower SPHK1 (sphingosine kinase 1) expression and activity. In vivo inhibition of sphingosine kinase 1 activity during placentation in pregnant mice led to decreased placental sphingosine-1-phosphate production and defective placentation, resulting in a preeclampsia phenotype. Moreover, sphingosine-1-phosphate increased HTR8/SVneo (immortalized trophoblast cells) cell invasion in a Hippo-signaling-dependent transcriptional coactivator YAP (Yes-associated protein) dependent manner, which is activated by S1PR2 (sphingosine-1-phosphate receptor-2) and downstream RhoA/ROCK induced actin polymerization. Mutation-based YAP-5SA demonstrated that sphingosine-1-phosphate activation of YAP could be either dependent or independent of Hippo signaling. Together, these findings suggest a novel pathogenic pathway of preeclampsia via disrupted sphingosine-1-phosphate metabolism and signaling-induced, interrupted actin dynamics and YAP deactivation; this may lead to potential novel intervention targets for the prevention and management of preeclampsia.
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Affiliation(s)
- Jiujiang Liao
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Yangxi Zheng
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Department of Biochemistry & Molecular Biology, University of Texas McGovern Medical School at Houston (Y.Z.).,Department of Stem Cell Transplantation and Cell Therapy, MD Anderson Cancer Center, Houston, TX (Y.Z.)
| | - Mingyu Hu
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Ping Xu
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Li Lin
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Xiyao Liu
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Yue Wu
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Biao Huang
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Xuan Ye
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Sisi Li
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Ran Duan
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Huijia Fu
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Jiayu Huang
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Li Wen
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Yong Fu
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
| | - Mark D Kilby
- Institute of Metabolism and System Research, College of Medical & Dental Sciences, University of Birmingham and the Fetal Medicine Centre, Birmingham Women's and Children's Foundation Trust, United Kingdom (M.D.K.)
| | - Louise C Kenny
- Department of Women's and Children's Health, Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, United Kingdom (L.C.K.)
| | - Philip N Baker
- College of Life Sciences, University of Leicester, United Kingdom (P.N.B.)
| | - Hongbo Qi
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Chongqing Women and Children's Health Center, China (H.Q.)
| | - Chao Tong
- Department of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, China (J.L., Y.Z., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,Ministry of Education-International Collaborative Laboratory of Reproduction and Development, Chongqing, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.).,State Key Laboratory of Maternal and Fetal Medicine of Chongqing Municipality, China (J.L., M.H., P.X., L.L., X.L., Y.W., B.H., X.Y., S.L., R.D., H.F., J.H., L.W., Y.F., H.Q., C.T.)
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