1
|
Cortes DRE, Stapleton MC, Schwab KE, West D, Coulson NW, O’Donnell MG, Christodoulou AG, Powers RW, Wu YL. Modeling normal mouse uterine contraction and placental perfusion with non-invasive longitudinal dynamic contrast enhancement MRI. PLoS One 2024; 19:e0303957. [PMID: 38950083 PMCID: PMC11216620 DOI: 10.1371/journal.pone.0303957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 05/05/2024] [Indexed: 07/03/2024] Open
Abstract
BACKGROUND The placenta is a transient organ critical for fetal development. Disruptions of normal placental functions can impact health throughout an individual's entire life. Although being recognized by the NIH Human Placenta Project as an important organ, the placenta remains understudied, partly because of a lack of non-invasive tools for longitudinally evaluation for key aspects of placental functionalities. OBJECTIVE Our goal is to create a non-invasive preclinical imaging pipeline that can longitudinally probe murine placental health in vivo. We use advanced imaging processing schemes to establish functional biomarkers for non-invasive longitudinal evaluation of placental development. METHODOLOGY We implement dynamic contrast enhancement magnetic resonance imaging (DCE-MRI) and analysis pipeline to quantify uterine contraction and placental perfusion dynamics. We use optic flow and time-frequency analysis to quantify and characterize contraction-related placental motion. Our novel imaging and analysis pipeline uses subcutaneous administration of gadolinium for steepest slope-based perfusion evaluation, enabling non-invasive longitudinal monitoring. RESULTS We demonstrate that the placenta exhibits spatially asymmetric contractile motion that develops from E14.5 to E17.5. Additionally, we see that placental perfusion, perfusion delivery rate, and substrate delivery all increase from E14.5 to E17.5, with the High Perfusion Chamber (HPC) leading the placental changes that occur from E14.5 to E17.5. DISCUSSION We advance the placental perfusion chamber paradigm with a novel, physiologically based threshold model for chamber localization and demonstrate spatially varying placental chambers using multiple functional metrics that assess mouse placental development and remodeling throughout gestation. CONCLUSION Our pipeline enables the non-invasive, longitudinal assessment of multiple placenta functions from a single imaging session. Our pipeline serves as a key toolbox for advancing research in mouse models of placental disease and disorder.
Collapse
Affiliation(s)
- Devin Raine Everaldo Cortes
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Margaret C. Stapleton
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Kristina E. Schwab
- Rangos Research Center Animal Imaging Core, Children’s Hospital of Pittsburgh, Pittsburgh, PA, United States of America
| | - Dalton West
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Noah W. Coulson
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States of America
| | | | - Anthony G. Christodoulou
- Department of Radiological Sciences and Engineering, University of California, Los Angeles, California, United States of America
| | - Robert W. Powers
- Magee-Womens Research Institute, Pittsburgh, PA, United States of America
| | - Yijen L. Wu
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, United States of America
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States of America
- Rangos Research Center Animal Imaging Core, Children’s Hospital of Pittsburgh, Pittsburgh, PA, United States of America
| |
Collapse
|
2
|
Al Darwish FM, Coolen BF, van Kammen CM, Alles LK, de Vos J, Schiffelers RM, Lely TA, Strijkers GJ, Terstappen F. Assessment of feto-placental oxygenation and perfusion in a rat model of placental insufficiency using T2* mapping and 3D dynamic contrast-enhanced MRI. Placenta 2024; 151:19-25. [PMID: 38657321 DOI: 10.1016/j.placenta.2024.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 04/05/2024] [Accepted: 04/12/2024] [Indexed: 04/26/2024]
Abstract
INTRODUCTION Placental insufficiency may lead to preeclampsia and fetal growth restriction. There is no cure for placental insufficiency, emphasizing the need for monitoring fetal and placenta health. Current monitoring methods are limited, underscoring the necessity for imaging techniques to evaluate fetal-placental perfusion and oxygenation. This study aims to use MRI to evaluate placental oxygenation and perfusion in the reduced uterine perfusion pressure (RUPP) model of placental insufficiency. METHODS Pregnant rats were randomized to RUPP (n = 11) or sham surgery (n = 8) on gestational day 14. On gestational day 19, rats imaged using a 7T MRI scanner to assess oxygenation and perfusion using T2* mapping and 3D-DCE MRI sequences, respectively. The effect of the RUPP on the feto-placental units were analyzed from the MRI images. RESULTS RUPP surgery led to reduced oxygenation in the labyrinth (24.7 ± 1.8 ms vs. 28.0 ± 2.1 ms, P = 0.002) and junctional zone (7.0 ± 0.9 ms vs. 8.1 ± 1.1 ms, P = 0.04) of the placenta, as indicated by decreased T2* values. However, here were no significant differences in fetal organ oxygenation or placental perfusion between RUPP and sham animals. DISCUSSION The reduced placental oxygenation without a corresponding decrease in perfusion suggests an adaptive response to placental ischemia. While acute reduction in placental perfusion may cause placental hypoxia, persistence of this condition could indicate chronic placental insufficiency after ischemic reperfusion injury. Thus, placental oxygenation may be a more reliable biomarker for assessing fetal condition than perfusion in hypertensive disorders of pregnancies including preeclampsia and FGR.
Collapse
Affiliation(s)
- Fatimah M Al Darwish
- Department of Biomedical Engineering and Physics, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, 1105, AZ, Amsterdam, Netherlands.
| | - Bram F Coolen
- Department of Biomedical Engineering and Physics, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, 1105, AZ, Amsterdam, Netherlands.
| | - Caren M van Kammen
- Department of Obstetrics, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht University, 3584, EA, Utrecht, Netherlands; Department of CDL Research, University Medical Center Utrecht, Utrecht University, 3584, EA, Utrecht, Netherlands.
| | - Lindy K Alles
- Department of Biomedical Engineering and Physics, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, 1105, AZ, Amsterdam, Netherlands.
| | - Judith de Vos
- Department of Biomedical Engineering and Physics, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, 1105, AZ, Amsterdam, Netherlands.
| | - Raymond M Schiffelers
- Department of CDL Research, University Medical Center Utrecht, Utrecht University, 3584, EA, Utrecht, Netherlands.
| | - Titia A Lely
- Department of Obstetrics, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht University, 3584, EA, Utrecht, Netherlands.
| | - Gustav J Strijkers
- Department of Biomedical Engineering and Physics, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, 1105, AZ, Amsterdam, Netherlands.
| | - Fieke Terstappen
- Department of Obstetrics, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht University, 3584, EA, Utrecht, Netherlands.
| |
Collapse
|
3
|
Cortes DRE, Stapleton MC, Schwab KE, West D, Coulson NW, O'Donnell MG, Powers RW, Wu YL. Modeling Normal Mouse Uterine Contraction and Placental Perfusion with Non-invasive Longitudinal Dynamic Contrast Enhancement MRI. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.31.577398. [PMID: 38352563 PMCID: PMC10862875 DOI: 10.1101/2024.01.31.577398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
The placenta is a transient organ critical for fetal development. Disruptions of normal placental functions can impact health throughout an individual's entire life. Although being recognized by the NIH Human Placenta Project as an important organ, the placenta remains understudied, partly because of a lack of non-invasive tools for longitudinally evaluation for key aspects of placental functionalities. Non-invasive imaging that can longitudinally probe murine placental health in vivo are critical to understanding placental development throughout pregnancy. We developed advanced imaging processing schemes to establish functional biomarkers for non-invasive longitudinal evaluation of placental development. We developed a dynamic contrast enhancement magnetic resonance imaging (DCE-MRI) pipeline combined with advanced image process methods to model uterine contraction and placental perfusion dynamics. Our novel imaging pipeline uses subcutaneous administration of gadolinium for steepest-slope based perfusion evaluation. This enables non-invasive longitudinal monitoring. Additionally, we advance the placental perfusion chamber paradigm with a novel physiologically-based threshold model for chamber localization and demonstrate spatially varying placental chambers using multiple functional metrics that assess mouse placental development and continuing remodeling throughout gestation. Lastly, using optic flow to quantify placental motions arisen from uterine contractions in conjunction with time-frequency analysis, we demonstrated that the placenta exhibited asymmetric contractile motion.
Collapse
Affiliation(s)
- Devin Raine Everaldo Cortes
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA
- Rangos Research Center Animal Imaging Core, Children's Hospital of Pittsburgh, PA
| | - Margaret C Stapleton
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA
- Rangos Research Center Animal Imaging Core, Children's Hospital of Pittsburgh, PA
| | - Kristina E Schwab
- Rangos Research Center Animal Imaging Core, Children's Hospital of Pittsburgh, PA
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA
| | - Dalton West
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA
| | - Noah W Coulson
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA
| | | | | | - Yijen L Wu
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA
- Rangos Research Center Animal Imaging Core, Children's Hospital of Pittsburgh, PA
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA
| |
Collapse
|
4
|
Suarez AC, Gimenez CJ, Russell SR, Wang M, Munson JM, Myers KM, Miller KS, Abramowitch SD, De Vita R. Pregnancy-induced remodeling of the murine reproductive tract: a longitudinal in vivo magnetic resonance imaging study. Sci Rep 2024; 14:586. [PMID: 38182631 PMCID: PMC10770079 DOI: 10.1038/s41598-023-50437-1] [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: 08/31/2023] [Accepted: 12/20/2023] [Indexed: 01/07/2024] Open
Abstract
Mammalian pregnancy requires gradual yet extreme remodeling of the reproductive organs to support the growth of the embryos and their birth. After delivery, the reproductive organs return to their non-pregnant state. As pregnancy has traditionally been understudied, there are many unknowns pertaining to the mechanisms behind this remarkable remodeling and repair process which, when not successful, can lead to pregnancy-related complications such as maternal trauma, pre-term birth, and pelvic floor disorders. This study presents the first longitudinal imaging data that focuses on revealing anatomical alterations of the vagina, cervix, and uterine horns during pregnancy and postpartum using the mouse model. By utilizing advanced magnetic resonance imaging (MRI) technology, T1-weighted and T2-weighted images of the reproductive organs of three mice in their in vivo environment were collected at five time points: non-pregnant, mid-pregnant (gestation day: 9-10), late pregnant (gestation day: 16-17), postpartum (24-72 h after delivery) and three weeks postpartum. Measurements of the vagina, cervix, and uterine horns were taken by analyzing MRI segmentations of these organs. The cross-sectional diameter, length, and volume of the vagina increased in late pregnancy and then returned to non-pregnant values three weeks after delivery. The cross-sectional diameter of the cervix decreased at mid-pregnancy before increasing in late pregnancy. The volume of the cervix peaked at late pregnancy before shortening by 24-72 h postpartum. As expected, the uterus increased in cross-sectional diameter, length, and volume during pregnancy. The uterine horns decreased in size postpartum, ultimately returning to their average non-pregnant size three weeks postpartum. The newly developed methods for acquiring longitudinal in vivo MRI scans of the murine reproductive system can be extended to future studies that evaluate functional and morphological alterations of this system due to pathologies, interventions, and treatments.
Collapse
Affiliation(s)
- Aileen C Suarez
- STRETCH Lab, Department of Biomedical Engineering and Mechanics, Virginia Tech, 325 Stanger Street, Blacksburg, VA, 24061, USA
| | - Clara J Gimenez
- STRETCH Lab, Department of Biomedical Engineering and Mechanics, Virginia Tech, 325 Stanger Street, Blacksburg, VA, 24061, USA
| | - Serena R Russell
- Department of Mechanical Engineering, Columbia University, 234 S W. Mudd, New York, NY, 10027, USA
| | - Maosen Wang
- Fralin Biomedical Research Institute, Virginia Tech, 4 Riverside Circle,, Roanoke, VA, 24016, USA
| | - Jennifer M Munson
- Fralin Biomedical Research Institute, Virginia Tech, 4 Riverside Circle,, Roanoke, VA, 24016, USA
| | - Kristin M Myers
- Department of Mechanical Engineering, Columbia University, 234 S W. Mudd, New York, NY, 10027, USA
| | - Kristin S Miller
- Department of Mechanical Engineering, The University of Texas at Dallas, 800 W. Campbell Road, Richardson, TX, 75080, USA
| | - Steven D Abramowitch
- Department of Bioengineering, University of Pittsburgh, 3700 O'Hara Street, Pittsburgh, PA, 15261, USA
| | - Raffaella De Vita
- STRETCH Lab, Department of Biomedical Engineering and Mechanics, Virginia Tech, 325 Stanger Street, Blacksburg, VA, 24061, USA.
| |
Collapse
|
5
|
Srinivasan V, Melbourne A, Oyston C, James JL, Clark AR. Multiscale and multimodal imaging of utero-placental anatomy and function in pregnancy. Placenta 2021; 112:111-122. [PMID: 34329969 DOI: 10.1016/j.placenta.2021.07.290] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 06/09/2021] [Accepted: 07/19/2021] [Indexed: 12/12/2022]
Abstract
Placental structures at the nano-, micro-, and macro scale each play important roles in contributing to its function. As such, quantifying the dynamic way in which placental structure evolves during pregnancy is critical to both clinical diagnosis of pregnancy disorders, and mechanistic understanding of their pathophysiology. Imaging the placenta, both exvivo and invivo, can provide a wealth of structural and/or functional information. This review outlines how imaging across modalities and spatial scales can ultimately come together to improve our understanding of normal and pathological pregnancies. We discuss how imaging technologies are evolving to provide new insights into placental physiology across disciplines, and how advanced computational algorithms can be used alongside state-of-the-art imaging to obtain a holistic view of placental structure and its associated functions to improve our understanding of placental function in health and disease.
Collapse
Affiliation(s)
| | - Andrew Melbourne
- School of Biomedical Engineering & Imaging Sciences, Kings College London, UK
| | - Charlotte Oyston
- Department of Obstetrics and Gynaecology, Faculty of Medical and Health Sciences, University of Auckland, New Zealand
| | - Joanna L James
- Department of Obstetrics and Gynaecology, Faculty of Medical and Health Sciences, University of Auckland, New Zealand
| | - Alys R Clark
- Auckland Bioengineering Institute, University of Auckland, New Zealand
| |
Collapse
|
6
|
Miller CN, Kodavanti UP, Stewart EJ, Schladweiler MC, Richards JH, Snow SJ, Henriquez AR, Oshiro WM, Farraj AK, Hazari MS, Dye JA. Fetal growth outcomes following peri-implantation exposure of Long-Evans rats to noise and ozone differ by sex. Biol Sex Differ 2019; 10:54. [PMID: 31791410 PMCID: PMC6889602 DOI: 10.1186/s13293-019-0270-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 11/19/2019] [Indexed: 12/29/2022] Open
Abstract
Background Exposure to air pollution and high levels of noise have both been independently associated with the development of adverse pregnancy outcomes including low birth weight. However, exposure to such environmental stressors rarely occurs in isolation and is often co-localized, especially in large urban areas. Methods The purpose of this study was to compare the effects of combined exposure to noise (N) or ozone (O3), compared to either exposure alone. Long-Evans dams were exposed to air or 0.4 ppm ozone for 4 h on gestation day (GD) 5 and 6, coinciding with implantation receptivity. A subset of dams from each exposure group was further exposed to intermittent white noise (~ 85 dB) throughout the dark cycle following each inhalation exposure (n = 14 − 16/group). Uterine artery ultrasound was performed on GD 15 and 21. Fetal growth characteristics and indicators of placental nutrient status were measured at GD 21. Results Exposure to ozone + quiet (O3 + Q) conditions reduced uterine arterial resistance at GD 15 compared to air + quiet (A + Q) exposure, with no further reduction by GD 21. By contrast, exposure to air + noise (A + N) significantly increased uterine arterial resistance at both GD 15 and 21. Notably, while peri-implantation exposure to O3 + Q conditions reduced male fetal weight at GD 21, this effect was not observed in the air + noise (A + N) or the ozone + noise (O3 + N) exposure groups. Fetal weight in female offspring was not reduced by ozone exposure alone (O3 + Q), nor was it affected by air + noise (A + N) or by combined ozone + noise (O3 + N) exposure. Conclusions These data indicate that exposure to ozone and noise differentially impact uterine blood flow, particularly at mid-gestation, with only ozone exposure being associated with sex-dependent fetal growth retardation in male offspring.
Collapse
Affiliation(s)
- Colette N Miller
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA.
| | - Urmila P Kodavanti
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Erica J Stewart
- Oak Ridge Institute of Science and Education, Research Triangle Park, NC, USA
| | - Mette C Schladweiler
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Judy H Richards
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | | | - Andres R Henriquez
- Oak Ridge Institute of Science and Education, Research Triangle Park, NC, USA
| | - Wendy M Oshiro
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Aimen K Farraj
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Mehdi S Hazari
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Janice A Dye
- Cardiopulmonary Immunotoxicology Branch, Public Health & Integrated Toxicology Division, Center for Public Health & Environmental Assessment U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| |
Collapse
|
7
|
Zhao L, Sun L, Zheng X, Liu J, Zheng R, Yang R, Wang Y. Alterations in complement and coagulation pathways of human placentae subjected to in vitro fertilization and embryo transfer in the first trimester. Medicine (Baltimore) 2019; 98:e17031. [PMID: 31689742 PMCID: PMC6946305 DOI: 10.1097/md.0000000000017031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The mechanisms underlying the potential risks of in vitro fertilization and embryo transfer (IVF-ET) have not been fully elucidated. The aim of this study was to explore changes in the complement and coagulation pathways in placentae subjected to IVF-ET in the first trimester compared to placentae from normal pregnancies. Four placenta samples in the first trimester were obtained from patients undergoing IVF-ET owing to oviductal factors only. An additional 4 control placentae were obtained from volunteers with normal pregnancies. A GeneChip Affymetrix HG-U133 Plus 2.0 Array was utilized to analyze the changes in gene expression between the normal and IVF-ET placentae. Differentially expressed genes (DEGs) were analyzed using the Database for Annotation and Visualization and Integrated Discovery bioinformatics resource, and gene ontology enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were conducted. Using real-time PCR, we confirmed the obtained microarray data in 10 dysregulated genes. Five of the gene products were further analyzed by immunohistochemistry (IHC) to determine their protein expression and localization. A total of fifty DEGs were identified in the complement and coagulation pathways in the IVF-ET treated placentae: 38 upregulated and 12 down-regulated. KEGG pathway analysis indicated that IVF-ET manipulation substantially over-activated the coagulation and complement pathways, while urokinase plasminogen activator- and urokinase plasminogen activator receptor-mediated trophoblastic invasion and tissue remodeling were inhibited. Furthermore, the 5 proteins analyzed by IHC were found to be localized specifically to the placenta. This is the first study to compare DEGs relating to the placental complement and coagulation pathways from patients undergoing IVF-ET treatment compared to those undergoing normal pregnancy. These findings identified valuable biomarkers and potential novel therapeutic targets to combat the unfavorable effects of IVF-ET.
Collapse
Affiliation(s)
- Liang Zhao
- Department of Obstetrics and Gynecology, Beijing Jishuitan Hospital
| | - Lifang Sun
- Department of Obstetrics and Gynecology, Beijing Jishuitan Hospital
| | - Xiuli Zheng
- Department of Obstetrics and Gynecology, Beijing Jishuitan Hospital
| | - Jingfang Liu
- Department of Obstetrics and Gynecology, Beijing Jishuitan Hospital
| | - Rong Zheng
- Department of Obstetrics and Gynecology, Beijing Jishuitan Hospital
| | - Rui Yang
- Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
| | - Ying Wang
- Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
| |
Collapse
|