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Pillay S, Horn AR, Tooke L. Placental weights of neonates born with symptomatic congenital syphilis. Front Pediatr 2023; 11:1215387. [PMID: 37868268 PMCID: PMC10588175 DOI: 10.3389/fped.2023.1215387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 09/25/2023] [Indexed: 10/24/2023] Open
Abstract
Background Syphilis during pregnancy remains an important global health concern causing miscarriage, stillbirth, preterm birth and neonatal death. As part of the fetal infection, placental changes occur which may include a heavier placenta than expected. Methods A cohort of 50 neonates with symptomatic congenital syphilis has previously been described. This cohort was admitted to Groote Schuur neonatal unit in Cape Town South Africa from 2011 to 2013. For this study, the placental weights of the neonates were analyzed and compared to population based placental centiles. Results There was data for 37 placentae. Heavy placentae (>90th centile) occurred in 76% of placentae in the study. All 6 infants with birth weights ≥2,500 g had heavy placentae. There was no correlation between placental centile and death. Conclusion Heavy placenta are an important and frequent finding with symptomatic congenital syphilis, especially in the larger neonates.
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Affiliation(s)
- Shakti Pillay
- Neonatal Unit, Groote Schuur Hospital, Cape Town, South Africa
- Division of Neonatology, Department of Paediatrics, University of Cape Town, Cape Town, South Africa
| | - Alan R. Horn
- Neonatal Unit, Groote Schuur Hospital, Cape Town, South Africa
- Division of Neonatology, Department of Paediatrics, University of Cape Town, Cape Town, South Africa
| | - Lloyd Tooke
- Neonatal Unit, Groote Schuur Hospital, Cape Town, South Africa
- Division of Neonatology, Department of Paediatrics, University of Cape Town, Cape Town, South Africa
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2
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Pan Y, Cai T, Mehta M, Gernand AD, Goldstein JA, Mithal L, Mwinyelle D, Gallagher K, Wang JZ. Enhancing Automatic Placenta Analysis through Distributional Feature Recomposition in Vision-Language Contrastive Learning. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION : MICCAI ... INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION 2023; 14225:116-126. [PMID: 38911098 PMCID: PMC11192145 DOI: 10.1007/978-3-031-43987-2_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
Abstract
The placenta is a valuable organ that can aid in understanding adverse events during pregnancy and predicting issues post-birth. Manual pathological examination and report generation, however, are laborious and resource-intensive. Limitations in diagnostic accuracy and model efficiency have impeded previous attempts to automate placenta analysis. This study presents a novel framework for the automatic analysis of placenta images that aims to improve accuracy and efficiency. Building on previous vision-language contrastive learning (VLC) methods, we propose two enhancements, namely Pathology Report Feature Recomposition and Distributional Feature Recomposition, which increase representation robustness and mitigate feature suppression. In addition, we employ efficient neural networks as image encoders to achieve model compression and inference acceleration. Experiments validate that the proposed approach outperforms prior work in both performance and efficiency by significant margins. The benefits of our method, including enhanced efficacy and deployability, may have significant implications for reproductive healthcare, particularly in rural areas or low- and middle-income countries.
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Affiliation(s)
- Yimu Pan
- The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Tongan Cai
- The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Manas Mehta
- The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Alison D Gernand
- The Pennsylvania State University, University Park, Pennsylvania, USA
| | | | - Leena Mithal
- Lurie Children's Hospital, Chicago, Illinois, USA
| | | | - Kelly Gallagher
- The Pennsylvania State University, University Park, Pennsylvania, USA
| | - James Z Wang
- The Pennsylvania State University, University Park, Pennsylvania, USA
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3
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Kingdom J, Hutcheon JA, Gordijn SJ, El-Demellawy D, Grynspan D. Placental Pathology and Pregnancy Complications. J Clin Med 2023; 12:5053. [PMID: 37568455 PMCID: PMC10419987 DOI: 10.3390/jcm12155053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 06/20/2023] [Indexed: 08/13/2023] Open
Abstract
Placental pathology assessment following delivery provides an opportunity to identify the presence and type of disease that can mediate major obstetrical complications, especially in cases where the fetus is growth-restricted, born premature, or stillborn, or if the mother suffers from severe hypertensive morbidities [...].
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Affiliation(s)
- John Kingdom
- Placenta Program, Maternal-Fetal Medicine Division, Department of Obstetrics & Gynaecology, Mount Sinai Hospital, University of Toronto, 600 University Avenue, Toronto, ON M5G 1X5, Canada;
| | - Jennifer A. Hutcheon
- Department of Obstetrics and Gynaecology, University of British Columbia, 4500 Oak Street, Vancouver, BC V6H 2N1, Canada;
| | - Sanne J. Gordijn
- Department of Obstetrics and Gynaecology, University Medical Center of Groningen, CB20, Hanzeplein 1, 9700 RB Groningen, The Netherlands;
| | - Dina El-Demellawy
- Department of Pathology, Children’s Hospital of Eastern Ontario, Ottawa, ON K1H 8L1, Canada;
- Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - David Grynspan
- Department of Pathology and Laboratory Medicine, Vernon Jubilee Hospital and University of British Columbia, Vancouver, BC V1T 5L2, Canada
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Sun H, Jiao J, Ren Y, Guo Y, Wang Y. Multimodal fusion model for classifying placenta ultrasound imaging in pregnancies with hypertension disorders. Pregnancy Hypertens 2023; 31:46-53. [PMID: 36577178 DOI: 10.1016/j.preghy.2022.12.003] [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: 02/10/2022] [Revised: 11/24/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND A multimodal fusion model was proposed to assist the traditional visual diagnosis in evaluating the placental features of hypertension disorders of pregnancy (HDP). OBJECTIVE The aim of this study was to analyse and compare the placental features between normal and HDP pregnancies and propose a multimodal fusion deep learning model for differentiating and characterizing the placental features from HDP to normal pregnancy. METHODS This observational prospective study included 654 pregnant women, including 75 with HDPs. Grayscale ultrasound images (GSIs) and Microflow images (MFIs) of the placentas were collected from all patients during routine obstetric examinations. On the basis of intelligent extraction and features fusion, after quantities of training and optimization, the classification model named GMNet (the intelligent network based on GSIs and MFIs) was introduced for differentiating the placental features of normal and HDP pregnancies. The distributions of placental features extracted by the deep convolutional neural networks (DCNNs) were visualized by Uniform Manifold Approximation and Projection for Dimension Reduction (UMAP). Metrics including sensitivity, specificity, accuracy, and the area under the curve (AUC) were used to score the model. Finally, placental tissue samples were randomly selected for microscopic analyses to prove the interpretability and effectiveness of the GMNet model. RESULTS Compared with the Normal group in ultrasonic images, the light spots were rougher and the parts with focal cystic or hypoechogenic lesions were increased in the HDP groups. The overall diagnostic performance of the GMNet model depending on the region of interest (ROI) was excellent (AUC: 97%), with a sensitivity of 90.0%, a specificity of 93.5%, and an accuracy of 93.1%. The fusion features of GSIs and MFIs in the placenta showed a higher discriminative power than single-mode features (fusion features vs GSI features vs MFI features, 97.0% vs 91.2% vs 94.8%). Furthermore, according to the microscopic analysis, unevenly distributed villi, increased syncyte nodules and aggregated intervillous cellulose deposition were particularly frequent in the HDP cases. CONCLUSIONS The GMNet model could sensitively identify abnormal changes in the placental microstructure in pregnancies with HDP.
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Affiliation(s)
- Hongshuang Sun
- Obstetrics and Gynecology Hospital of Fudan University, No.128, Shenyang Road, Shanghai 200090, China
| | - Jing Jiao
- Department of Electronic Engineering, Fudan University, No. 220, Handan Road, Yangpu District, Shanghai 200433, China; Key Laboratory of Medical Imaging, Computing and Computer-Assisted Intervention, Shanghai, China
| | - Yunyun Ren
- Obstetrics and Gynecology Hospital of Fudan University, No.128, Shenyang Road, Shanghai 200090, China.
| | - Yi Guo
- Department of Electronic Engineering, Fudan University, No. 220, Handan Road, Yangpu District, Shanghai 200433, China; Key Laboratory of Medical Imaging, Computing and Computer-Assisted Intervention, Shanghai, China.
| | - Yuanyuan Wang
- Department of Electronic Engineering, Fudan University, No. 220, Handan Road, Yangpu District, Shanghai 200433, China; Key Laboratory of Medical Imaging, Computing and Computer-Assisted Intervention, Shanghai, China.
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Seiter DP, Nguyen SM, Morgan TK, Mao L, Dudley DM, O’connor DH, Murphy ME, Ludwig KD, Chen R, Dhyani A, Zhu A, Schotzko ML, Brunner KG, Shah DM, Johnson KM, Golos TG, Wieben O. Ferumoxytol dynamic contrast enhanced magnetic resonance imaging identifies altered placental cotyledon perfusion in rhesus macaques†. Biol Reprod 2022; 107:1517-1527. [PMID: 36018823 PMCID: PMC9752971 DOI: 10.1093/biolre/ioac168] [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: 05/02/2022] [Revised: 07/12/2022] [Accepted: 08/19/2022] [Indexed: 11/13/2022] Open
Abstract
Identification of placental dysfunction in early pregnancy with noninvasive imaging could be a valuable tool for assessing maternal and fetal risk. Dynamic contrast enhanced (DCE) magnetic resonance imaging (MRI) can be a powerful tool for interrogating placenta health. After inoculation with Zika virus or sham inoculation at gestation age (GA) 45 or 55 days, animals were imaged up to three times at GA65, GA100, and GA145. DCE MRI images were acquired at all imaging sessions using ferumoxytol, an iron nanoparticle-based contrast agent, and analyzed for placental intervillous blood flow, number of perfusion domains, and perfusion domain volume. Cesarean section was performed at GA155, and the placenta was photographed and dissected for histopathology. Photographs were used to align cotyledons with estimated perfusion domains from MRI, allowing comparison of estimated cotyledon volume to pathology. Monkeys were separated into high and low pathology groups based on the average number of pathologies present in the placenta. Perfusion domain flow, volume, and number increased through gestation, and total blood flow increased with gestation for both low pathology and high pathology groups. A statistically significant decrease in perfusion domain volume associated with pathology was detected at all gestational ages. Individual perfusion domain flow comparisons demonstrated a statistically significant decrease with pathology at GA100 and GA145, but not GA65. Since ferumoxytol is currently used to treat anemia during human pregnancy and as an off-label MRI contrast agent, future transition of this work to human pregnancy may be possible.
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Affiliation(s)
- Daniel P Seiter
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | - Sydney M Nguyen
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI, USA
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Obstetrics & Gynecology, University of Wisconsin-Madison, Madison, WI, USA
| | - Terry K Morgan
- Department of Pathology, Oregon Health & Science University, Portland, OR, USA
| | - Lu Mao
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA
| | - Dawn M Dudley
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - David H O’connor
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Megan E Murphy
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI, USA
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Obstetrics & Gynecology, University of Wisconsin-Madison, Madison, WI, USA
| | - Kai D Ludwig
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | - Ruiming Chen
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | - Archana Dhyani
- Department of Computer Science, University of Wisconsin-Madison, Madison, WI, USA
| | - Ante Zhu
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA
| | - Michele L Schotzko
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Kevin G Brunner
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Dinesh M Shah
- Department of Obstetrics & Gynecology, University of Wisconsin-Madison, Madison, WI, USA
| | - Kevin M Johnson
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA
| | - Thaddeus G Golos
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI, USA
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Obstetrics & Gynecology, University of Wisconsin-Madison, Madison, WI, USA
| | - Oliver Wieben
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA
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Forensic Toxicological Aspects of Misoprostol Use in Pharmacological Abortions. Molecules 2022; 27:molecules27196534. [PMID: 36235071 PMCID: PMC9572746 DOI: 10.3390/molecules27196534] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 09/26/2022] [Accepted: 09/27/2022] [Indexed: 11/05/2022] Open
Abstract
The aim of this study was establishment of an UHPLC-QqQ-MS/MS method for the deter-mination of misoprostol acid in biological specimens in cases of pharmacological abortions. Forensic toxicological examination was performed in three different biological samples (whole blood, placenta and fetal liver). The validation parameters of the method were as follows: limit of detection: 25 pg/mL; limit of quantification: 50 pg/mL, coefficient of determination: >0.999 (R2), intra- and interday accuracy and precision: not greater than 13.7%. The recovery and matrix effect were in the range of 88.3−95.1% and from −11.7 to −4.9%, respectively. Toxicological analysis of the mother’s blood (collected two days after pregnancy termination) did not reveal any abortifacients; however, misoprostol acid was found in the placenta (793 pg/g) and fetal liver (309 pg/g). The second case involved a fetus found near a garbage container. The concentration of misoprostol acid in the placenta was 2332 pg/g. In the presented study, an extensive literature review of misoprostol pharmacokinetics studies was performed. To our knowledge, the UHPLC-QqQ-MS/MS technique presented in this paper is the first quantitative method applied for forensic toxicological purposes. In addition, postmortem concentrations of misoprostol acid in miscarried fetuses due to illegal abortions were reported for the first time.
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Neonatal encephalopathy: Focus on epidemiology and underexplored aspects of etiology. Semin Fetal Neonatal Med 2021; 26:101265. [PMID: 34305025 DOI: 10.1016/j.siny.2021.101265] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Neonatal Encephalopathy (NE) is a neurologic syndrome in term and near-term infants who have depressed consciousness, difficulty initiating and maintaining respiration, and often abnormal tone, reflexes and neonatal seizures in varying combinations. Moderate/severe NE affects 0.5-3/1000 live births in high-income countries, more in low- and middle-income countries, and carries high risk of mortality or disability, including cerebral palsy. Reduced blood flow and/or oxygenation around the time of birth, as with ruptured uterus, placental abruption or umbilical cord prolapse can cause NE. This subset of NE, with accompanying low Apgar scores and acidemia, is termed Hypoxic-Ischemic Encephalopathy. Other causes of NE that can present similarly, include infections, inflammation, toxins, metabolic disease, stroke, placental disease, and genetic disorders. Aberrant fetal growth and congenital anomalies are strongly associated with NE, suggesting a major role for maldevelopment. As new tools for differential diagnosis emerge, their application for prevention, individualized treatment and prognostication will require further systematic studies of etiology of NE.
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Mobadersany P, Cooper LAD, Goldstein JA. GestAltNet: aggregation and attention to improve deep learning of gestational age from placental whole-slide images. J Transl Med 2021; 101:942-951. [PMID: 33674784 PMCID: PMC7933605 DOI: 10.1038/s41374-021-00579-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 02/08/2021] [Accepted: 02/11/2021] [Indexed: 01/31/2023] Open
Abstract
The placenta is the first organ to form and performs the functions of the lung, gut, kidney, and endocrine systems. Abnormalities in the placenta cause or reflect most abnormalities in gestation and can have life-long consequences for the mother and infant. Placental villi undergo a complex but reproducible sequence of maturation across the third-trimester. Abnormalities of villous maturation are a feature of gestational diabetes and preeclampsia, among others, but there is significant interobserver variability in their diagnosis. Machine learning has emerged as a powerful tool for research in pathology. To capture the volume of data and manage heterogeneity within the placenta, we developed GestaltNet, which emulates human attention to high-yield areas and aggregation across regions. We used this network to estimate the gestational age (GA) of scanned placental slides and compared it to a baseline model lacking the attention and aggregation functions. In the test set, GestaltNet showed a higher r2 (0.9444 vs. 0.9220) than the baseline model. The mean absolute error (MAE) between the estimated and actual GA was also better in the GestaltNet (1.0847 weeks vs. 1.4505 weeks). On whole-slide images, we found the attention sub-network discriminates areas of terminal villi from other placental structures. Using this behavior, we estimated GA for 36 whole slides not previously seen by the model. In this task, similar to that faced by human pathologists, the model showed an r2 of 0.8859 with an MAE of 1.3671 weeks. We show that villous maturation is machine-recognizable. Machine-estimated GA could be useful when GA is unknown or to study abnormalities of villous maturation, including those in gestational diabetes or preeclampsia. GestaltNet points toward a future of genuinely whole-slide digital pathology by incorporating human-like behaviors of attention and aggregation.
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Affiliation(s)
- Pooya Mobadersany
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
| | - Lee A D Cooper
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- McCormick School of Engineering, Northwestern University, Evanston, IL, USA
| | - Jeffery A Goldstein
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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Ortiz JU, Graupner O, Karge A, Flechsenhar S, Haller B, Ostermayer E, Abel K, Kuschel B, Lobmaier SM. Does gestational age at term play a role in the association between cerebroplacental ratio and operative delivery for intrapartum fetal compromise? Acta Obstet Gynecol Scand 2021; 100:1910-1916. [PMID: 34212368 DOI: 10.1111/aogs.14222] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 05/27/2021] [Accepted: 06/29/2021] [Indexed: 11/30/2022]
Abstract
INTRODUCTION To assess the impact of gestational age at term on the association between cerebroplacental ratio (CPR) and operative delivery for intrapartum fetal compromise (IFC) and prognostic performance of CPR to predict operative delivery for IFC. MATERIAL AND METHODS This was a retrospective cohort study including 2052 singleton pregnancies delivered between 37+0 and 41+6 weeks of gestation in a single tertiary referral center over an 8-year period. CPR was measured within 1 week of delivery. IFC was defined as the presence of persistent pathological cardiotocography pattern or the combination of pathological cardiotocography pattern and fetal scalp pH < 7.20. Operative delivery included instrumental vaginal delivery and cesarean section. Pregnancies were grouped according to birthweight (small for gestational age [SGA, birthweight <10th centile] and appropriate for gestational age [AGA, birthweight 10th-90th centile]) and gestational age by week at delivery. Rates of operative delivery were compared between the subgroups. Prognostic value of CPR was assessed using receiver operating characteristic curve. RESULTS Of the study cohort, 308 (15%) had a CPR <10th centile, 374 (18%) operative delivery for IFC, and 298 (15%) were SGA at birth. Overall, the rates of operative delivery for IFC were higher in the low CPR group both in SGA (35% vs. 22%; p = 0.023) and in AGA (23% vs. 16%; p = 0.007). According to gestational age by week at delivery, fetuses with low CPR showed higher rates of operative delivery for IFC with advancing gestational age, mainly in pregnancies delivered at 40 weeks (54% vs. 23%; p = 0.004) and at 41 weeks (60% vs. 19%; p = 0.010) for SGA and at 41 weeks (39% vs. 20%; p = 0.001) for AGA. The predictive value of CPR remained stable throughout term and was poor both in SGA and in AGA. CONCLUSIONS Both SGA and AGA fetuses with low CPR showed higher rates of operative delivery for IFC at term with advancing gestational age. Prognostic value of CPR throughout term was poor.
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Affiliation(s)
- Javier U Ortiz
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Oliver Graupner
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Anne Karge
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Sarah Flechsenhar
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Bernhard Haller
- Institut for Medical Informatics, Statistics and Epidemiology (IMedIS), University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Eva Ostermayer
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Kathrin Abel
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Bettina Kuschel
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Silvia M Lobmaier
- Division of Obstetrics and Perinatal Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
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Zhang Z, Davaasuren D, Wu C, Goldstein JA, Gernand AD, Wang JZ. Multi-region saliency-aware learning for cross-domain placenta image segmentation. Pattern Recognit Lett 2020; 140:165-171. [PMID: 33324026 PMCID: PMC7727399 DOI: 10.1016/j.patrec.2020.10.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 10/07/2020] [Accepted: 10/10/2020] [Indexed: 12/04/2022]
Abstract
We propose a multi-region saliency-aware learning (MSL) method for cross-domain placenta image segmentation. Unlike most existing image-level transfer learning methods that fail to preserve the semantics of paired regions, our MSL incorporates the attention mechanism and a saliency constraint into the adversarial translation process, which can realize multi-region mappings in the semantic level. Specifically, the built-in attention module serves to detect the most discriminative semantic regions that the generator should focus on. Then we use the attention consistency as another guidance for retaining semantics after translation. Furthermore, we exploit the specially designed saliency-consistent constraint to enforce the semantic consistency by requiring the saliency regions unchanged. We conduct experiments using two real-world placenta datasets we have collected. We examine the efficacy of this approach in (1) segmentation and (2) prediction of the placental diagnoses of fetal and maternal inflammatory response (FIR, MIR). Experimental results show the superiority of the proposed approach over the state of the art.
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Affiliation(s)
- Zhuomin Zhang
- The Pennsylvania State University, University Park, PA, USA
| | | | - Chenyan Wu
- The Pennsylvania State University, University Park, PA, USA
| | | | | | - James Z. Wang
- The Pennsylvania State University, University Park, PA, USA
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11
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Chen Y, Zhang Z, Wu C, Davaasuren D, Goldstein JA, Gernand AD, Wang JZ. AI-PLAX: AI-based placental assessment and examination using photos. Comput Med Imaging Graph 2020; 84:101744. [PMID: 32634729 PMCID: PMC7533514 DOI: 10.1016/j.compmedimag.2020.101744] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 05/27/2020] [Accepted: 05/29/2020] [Indexed: 11/24/2022]
Abstract
Post-delivery analysis of the placenta is useful for evaluating health risks of both the mother and baby. In the U.S., however, only about 20% of placentas are assessed by pathology exams, and placental data is often missed in pregnancy research because of the additional time, cost, and expertise needed. A computer-based tool that can be used in any delivery setting at the time of birth to provide an immediate and comprehensive placental assessment would have the potential to not only to improve health care, but also to radically improve medical knowledge. In this paper, we tackle the problem of automatic placental assessment and examination using photos. More concretely, we first address morphological characterization, which includes the tasks of placental image segmentation, umbilical cord insertion point localization, and maternal/fetal side classification. We also tackle clinically meaningful feature analysis of placentas, which comprises detection of retained placenta (i.e., incomplete placenta), umbilical cord knot, meconium, abruption, chorioamnionitis, and hypercoiled cord, and categorization of umbilical cord insertion type. We curated a dataset consisting of approximately 1300 placenta images taken at Northwestern Memorial Hospital, with hand-labeled pixel-level segmentation map, cord insertion point and other information extracted from the associated pathology reports. We developed the AI-based Placental Assessment and Examination system (AI-PLAX), which is a novel two-stage photograph-based pipeline for fully automated analysis. In the first stage, we use three encoder-decoder convolutional neural networks with a shared encoder to address morphological characterization tasks by employing a transfer-learning training strategy. In the second stage, we employ distinct sub-models to solve different feature analysis tasks by using both the photograph and the output of the first stage. We evaluated the effectiveness of our pipeline by using the curated dataset as well as the pathology reports in the medical record. Through extensive experiments, we demonstrate our system is able to produce accurate morphological characterization and very promising performance on aforementioned feature analysis tasks, all of which may possess clinical impact and contribute to future pregnancy research. This work is the first for comprehensive, automated, computer-based placental analysis and will serve as a launchpad for potentially multiple future innovations.
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Affiliation(s)
- Yukun Chen
- The Pennsylvania State University, University Park, PN, USA.
| | - Zhuomin Zhang
- The Pennsylvania State University, University Park, PN, USA
| | - Chenyan Wu
- The Pennsylvania State University, University Park, PN, USA
| | | | | | | | - James Z Wang
- The Pennsylvania State University, University Park, PN, USA.
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12
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Olaya-C M, Vargas W, Martinez RA, Peñaloza IF, Sanchez M, Madariaga I, Aldana S, Bernal JE. Impact of umbilical cord length on fetal circulatory system by Doppler assessment. J Ultrasound 2020; 23:585-592. [PMID: 32654041 DOI: 10.1007/s40477-020-00495-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 06/12/2020] [Indexed: 10/23/2022] Open
Abstract
INTRODUCTION Numerous studies have revealed the impact of umbilical cord (UC) length on fetal perfusion; abundant data implicate abnormal UC length to neurological delay and subsequent poor prognoses for fetuses and newborns. Indeed, our group previously developed theoretical approximations that contributed to formulas capable of explaining the impact of UC length on cardiac output. METHODS We performed an observational study that measured the pulsatility index and flow velocity in umbilical arteries. A special Doppler measured proximal and distal indexes in both arteries. After birth, medical staff measured complete UC length. We obtained maternal and neonatal outcomes from clinical records. RESULTS Our study enrolled 20 pregnant mothers. We found that flow velocities in the two edges were different: fetal edges exhibited greater velocity in the majority of cases; but, when we compared pressure differentials (ΔP), the pulsatility index was significantly related to umbilical cord length. CONCLUSIONS Fetal perfusion, welfare, and viability are related to UC function as the conveyor of all fetal volemia. Excessive UC length affects cardiac dynamics and increases peripheral vascular resistance. Further studies could validate routine use of the differential proximal and distal measurements proposed in this article, and their implications in in utero fetal heart function. We also hope that early diagnosis or UC alterations could alert neonatologists and obstetricians to clinical conditions of the fetus.
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Affiliation(s)
- Mercedes Olaya-C
- Pathology Department, Hospital Universitario San Ignacio, Pontificia Universidad Javeriana, Bogota, Colombia. .,Hospital Universitario San Ignacio, Kra 7 40-62, Bogota, Colombia.
| | - William Vargas
- Forensic Physics Group, Instituto Nacional de Medicina Legal y Ciencias Forenses, Bogota, Colombia
| | - Rodolfo Andres Martinez
- Obstetrics and Gynecology Department, Hospital Universitario San Ignacio, Pontificia Universidad Javeriana, Bogota, Colombia.,Hospital Universitario San Ignacio, Kra 7 40-62, Bogota, Colombia
| | - Ivan Felipe Peñaloza
- Pontificia Universidad Javeriana, Bogota, Colombia.,Hospital Universitario San Ignacio, Kra 7 40-62, Bogota, Colombia
| | - Melissa Sanchez
- Pontificia Universidad Javeriana, Bogota, Colombia.,Hospital Universitario San Ignacio, Kra 7 40-62, Bogota, Colombia
| | - Ithzayana Madariaga
- Pontificia Universidad Javeriana, Bogota, Colombia.,Hospital Universitario San Ignacio, Kra 7 40-62, Bogota, Colombia
| | - Sergio Aldana
- Pontificia Universidad Javeriana, Bogota, Colombia.,Hospital Universitario San Ignacio, Kra 7 40-62, Bogota, Colombia
| | - Jaime E Bernal
- Instituto de Genetica Humana, Pontificia Universidad Javeriana, Bogota, Colombia
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13
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Misra DP, McNally S, Chen S, Salafia CM. Placental infarcts in the collaborative perinatal project: Variable associations infer variable constructs. Placenta 2020; 99:1-7. [PMID: 32716844 DOI: 10.1016/j.placenta.2020.06.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/20/2020] [Accepted: 06/03/2020] [Indexed: 11/24/2022]
Abstract
PURPOSE Reproducible diagnoses of placental infarcts may permit more accurate assessment of their clinical significance. Using data across the 12 study sites of the National Collaborative Perinatal Project, we investigated the consistency of associations between infarct features with birthweight, placental weight and measures of placental "efficiency." METHODS All delivered infants, live or stillborn, single or multiple, regardless of gestational age, were included. Pathologists scored infarcts by color (tan-white or "old" or pink-red "more recent"), size (cm), location (marginal or central), and total number. RESULTS Incidence of any infarcts and distributions of specific features such as size, color (indicating age), locations and total numbers of infarcts were highly variable across sites, as were their associations with birthweight and placental efficiency. The most stable associations (consistent results across sites) of placental infarct scores were with placental size and/or other placental shape variables and with birthweight, but the number of significant associations ranged from 13 to 1. CONCLUSION Given the extremes of infarct incidence within each site plus the variable correlations of infarct features with other placental and birth outcome measures, CPP infarct scores cannot be used as indicative of an underlying shared pathophysiologic construct. However, given the accumulating evidence that intrauterine stressors have the potential for lifelong impact on health, we propose that the infarct features and distinctions proposed are neither complex nor should they be jettisoned. Rather these measures should be clarified and refined. Only then can we understand the reported associations of placental infarcts with child and adult health outcomes.
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Affiliation(s)
- Dawn P Misra
- Michigan State University College of Human Medicine, East Lansing, MI, USA
| | | | - Serena Chen
- Placental Analytics, LLC, New Rochelle, NY, USA
| | - Carolyn M Salafia
- Placental Analytics, LLC, New Rochelle, NY, USA; Institute for Basic Research, Staten Island, NY, USA.
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14
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Matoba N, Yallapragada S, Davis MM, Ernst LM, Collins JW, Mestan KK. Racial differences in placental pathology among very preterm births. Placenta 2019; 83:37-42. [PMID: 31477205 DOI: 10.1016/j.placenta.2019.06.385] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 04/15/2019] [Accepted: 06/25/2019] [Indexed: 01/12/2023]
Abstract
INTRODUCTION African American women are at higher risk for preterm birth compared to white women, but no placental pathology has characterized this disparity. The objective of this study was to examine the association of race with placental pathology among very preterm births. METHODS We conducted an eight-year retrospective cohort study of very preterm infants born at ≤32 weeks at Northwestern Prentice Women's Hospital in Chicago, Illinois. Archived placental slides underwent standardized masked histopathologic review. Logistic regression was performed for placental pathology, adjusting for available relevant covariates and stratified by infant sex and gestational age. RESULTS Placentas were available for 296 white and 224 African American mother-infant pairs among births at ≤32 weeks gestation. Compared to placentas from white births, the adjusted OR (aOR) for acute inflammation in placentas from African American births was 1.95 (95% CI 0.87-4.37), the aOR for chronic inflammation was 3.35 (1.49-7.54), the aOR for fetal vascular pathology was 0.82 (0.29-2.32), and the aOR for maternal vascular pathology was 1.01 (0.51-1.99). Stratified analysis showed associations between all placental pathologies and race among male births. Across gestational age groups (<28 and ≥ 28 weeks), the association between race and placental pathology was present for chronic inflammation and fetal vascular pathology. DISCUSSION Race is associated with placental pathology, and in particular, with chronic inflammation among very preterm births. The effect is modified by infant sex and gestational age. Placental histopathology may be useful markers for understanding the biological processes that shape disparities in pregnancy outcomes.
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Affiliation(s)
- Nana Matoba
- Division of Neonatology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, 225 E. Chicago Ave., Chicago, IL, 60611, United States.
| | - Sushmita Yallapragada
- Division of Neonatology, Department of Pediatrics, University of Texas Southwestern Medical Center, 5323, Harry Hines Blvd., Dallas, TX, United States
| | - Matthew M Davis
- Division of Academic General Pediatrics and Primary Care, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, 225 E. Chicago Ave., Chicago, IL, United States
| | - Linda M Ernst
- Department of Pathology and Laboratory Medicine, Northshore University HealthSystem, 2650 Ridge Ave., Evanston, IL, 60201, United States
| | - James W Collins
- Division of Neonatology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, 225 E. Chicago Ave., Chicago, IL, 60611, United States
| | - Karen K Mestan
- Division of Neonatology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, 225 E. Chicago Ave., Chicago, IL, 60611, United States
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15
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Muhammad H, Maslan SF, Md Saad WM, Thani NSIA, Ibnu Rasid EN, Mahomoodally MF, Awang N. Histopathological changes in placenta and liver of pregnant rats administered with aqueous extract of Dioscorea hispida var. daemona (Roxb) Prain & Burkill. Food Chem Toxicol 2019; 131:110538. [PMID: 31152790 DOI: 10.1016/j.fct.2019.05.046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Revised: 05/18/2019] [Accepted: 05/27/2019] [Indexed: 12/29/2022]
Abstract
Dioscorea hispida var. daemona (Roxb) Prain & Burkill (DH), also known a tropical yam or intoxicating yam is a bitter wild tuber which is consumed as a staple food and traditionally used as a remedy in Malaysia. However, DH is also notorious for its intoxicating effects and there is currently a dearth of study of possible effects of DH on liver and placental tissues and hence its safe consumption warrants in-depth investigation. This study was therefore designed to investigate into the effect of DH on liver and placenta of pregnant rat via histopathological examination. Thirty pregnant Sprague-Dawley rats were randomly divided into five groups consisting of a control (distilled water) and four DH aqueous extract groups (250, 500, 1000 and 2000 mg/kg body weight). The extracts were administered via oral gavage daily throughout the study and animals were sacrificed on day 21. Paraffin-embedded, hematoxylin and eosin stained sections of placenta and liver were examined. Significant changes (p < 0.05) were observed on relative liver and placental weights of animals treated with 2000 mg/kg body weight DH extract. The placental numbers were decreased with the increased of DH extract concentration. Liver histological examination in all treated groups showed that tissues underwent degeneration characterized by hepatocyte swelling, cytoplasmic vacuolation, cytolysis, margination and clumping of nucleus chromatin. Changes of the basal and labyrinth zone were observed in placental tissues in all treated groups. Glycogen cells were reduced with fibrin deposition in the basal zone, while irregular vessel formation was demonstrated in the labyrinth zone. UHPLC-ESI-MS analysis showed the presence four steroidal saponins DH. In conclusion, DH aqueous extract exert hepatotoxicity and adverse effects on the placenta of rats. However, the underlying mechanism and phytochemicals inducing the observed toxicity require further investigation.
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Affiliation(s)
- Hussin Muhammad
- Herbal Medicine Research Centre, Institute for Medical Research, Jalan Pahang, 50588 Kuala Lumpur, Malaysia.
| | - Shahira Fariza Maslan
- Department of Medical Laboratory Technology, Faculty of Health Sciences, UiTM Selangor, Puncak Alam Campus, 42300, Bandar Puncak Alam, Selangor, Malaysia
| | - Wan Mazlina Md Saad
- Department of Medical Laboratory Technology, Faculty of Health Sciences, UiTM Selangor, Puncak Alam Campus, 42300, Bandar Puncak Alam, Selangor, Malaysia
| | | | - Elda Nurafnie Ibnu Rasid
- Herbal Medicine Research Centre, Institute for Medical Research, Jalan Pahang, 50588 Kuala Lumpur, Malaysia
| | | | - Norizah Awang
- Herbal Medicine Research Centre, Institute for Medical Research, Jalan Pahang, 50588 Kuala Lumpur, Malaysia
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Benton SJ, Lafreniere AJ, Grynspan D, Bainbridge SA. A synoptic framework and future directions for placental pathology reporting. Placenta 2019; 77:46-57. [DOI: 10.1016/j.placenta.2019.01.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 01/06/2019] [Accepted: 01/08/2019] [Indexed: 12/17/2022]
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17
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Gerson KD, Modest AM, Hecht JL, Young BC. Persistent amnion-chorion membrane separation. J Obstet Gynaecol Res 2018; 45:352-357. [PMID: 30411435 DOI: 10.1111/jog.13852] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Accepted: 10/08/2018] [Indexed: 11/29/2022]
Abstract
AIM Fetal membranes are composed of the amnion and chorion, which fuse during the early second trimester. Persistent separation confers increased risk of adverse perinatal outcomes. This study characterizes sonographic and placental findings associated with persistent amnion-chorion (AC) membrane separation. METHODS This is a case series of 23 patients carrying singleton pregnancies with persistent AC membrane separation after 16 weeks' gestation diagnosed by ultrasound from 2010 to 2016 at our institution. Twenty placentas were available for analysis. RESULTS Obstetrical complications occurred in 13 (56.5%) cases; two (8.7%) cases resulted in intrauterine fetal demise. Fetal malformations were reported in eight (34.8%) cases. Four (17.4%) neonates were small-for-gestational age (SGA; <10th percentile). Placental size measured ≤10th percentile for gestational age in eight (40%) cases. Placental cord insertion was marginal or velamentous in eight (34.8%) cases. Maternal and/or fetal placental perfusion abnormalities occurred in 11 (55%) cases. CONCLUSION AC membrane separation is associated with adverse obstetrical outcomes, placental abnormalities, including marginal and velamentous cord insertion, placental growth restriction and placental perfusion defects. This membrane complication is associated with increased incidence of fetal malformations in the absence of identifiable genetic etiologies.
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Affiliation(s)
- Kristin D Gerson
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.,Department Obstetrics, Gynecology, and Reproductive Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Anna M Modest
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.,Department Obstetrics, Gynecology, and Reproductive Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Jonathan L Hecht
- Department Obstetrics, Gynecology, and Reproductive Biology, Harvard Medical School, Boston, Massachusetts, USA.,Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Brett C Young
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.,Department Obstetrics, Gynecology, and Reproductive Biology, Harvard Medical School, Boston, Massachusetts, USA
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18
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Swiderska-Chadaj Z, Markiewicz T, Koktysz R, Cierniak S. Image processing methods for the structural detection and gradation of placental villi. Comput Biol Med 2017; 100:259-269. [PMID: 28797713 DOI: 10.1016/j.compbiomed.2017.08.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 07/26/2017] [Accepted: 08/02/2017] [Indexed: 10/19/2022]
Abstract
The context-based examination of stained tissue specimens is one of the most important procedures in histopathological practice. The development of image processing methods allows for the automation of this process. We propose a method of automatic segmentation of placental structures and assessment of edema present in placental structures from a spontaneous miscarriage. The presented method is based on texture analysis, mathematical morphology, and region growing operations that are applicable to the heterogeneous microscopic images representing histological slides of the placenta. The results presented in this study were obtained using a set of 50 images of single villi originating from 13 histological slides and was compared with the manual evaluation of the pathologist. In the presented experiments, various structures, such as villi, villous mesenchyme, trophoblast, collagen, and vessels have been recognized. Moreover, the gradation of villous edema for three classes (no villous edema, moderate villous edema, and massive villous edema) has been conducted. Villi images were correctly identified in 98.21%, villous mesenchyme was correctly identified in 83.95%, and the villi evaluation was correct in 74% for the edema degree and 86% for the number of vessels. The presented segmentation method may serve as a support for current manual diagnosis methods and reduce the bias related to individual, subjective assessment of experts.
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Affiliation(s)
| | - Tomasz Markiewicz
- Warsaw University of Technology, 1 Politechniki Sq., 00-661, Warsaw, Poland; Military Institute of Medicine, 128 Szaserow St, 04-141, Warsaw, Poland.
| | - Robert Koktysz
- Military Institute of Medicine, 128 Szaserow St, 04-141, Warsaw, Poland.
| | - Szczepan Cierniak
- Military Institute of Medicine, 128 Szaserow St, 04-141, Warsaw, Poland.
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19
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Nakayama M. Significance of pathological examination of the placenta, with a focus on intrauterine infection and fetal growth restriction. J Obstet Gynaecol Res 2017; 43:1522-1535. [DOI: 10.1111/jog.13430] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2017] [Revised: 05/14/2017] [Accepted: 05/21/2017] [Indexed: 12/24/2022]
Affiliation(s)
- Masahiro Nakayama
- Department of Pathology; Osaka Medical Center and Research Institute for Maternal and Child Health; Osaka Japan
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20
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Jones CW, Gambala C, Esteves KC, Wallace M, Schlesinger R, O'Quinn M, Kidd L, Theall KP, Drury SS. Differences in placental telomere length suggest a link between racial disparities in birth outcomes and cellular aging. Am J Obstet Gynecol 2017; 216:294.e1-294.e8. [PMID: 27865975 DOI: 10.1016/j.ajog.2016.11.1027] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 10/26/2016] [Accepted: 11/09/2016] [Indexed: 11/18/2022]
Abstract
BACKGROUND Health disparities begin early in life and persist across the life course. Despite current efforts, black women exhibit greater risk for pregnancy complications and negative perinatal outcomes compared with white women. The placenta, which is a complex multi-tissue organ, serves as the primary transducer of bidirectional information between the mother and fetus. Altered placental function is linked to multiple racially disparate pregnancy complications; however, little is known about racial differences in molecular factors within the placenta. Several pregnancy complications, which include preeclampsia and fetal growth restriction, exhibit racial disparities and are associated with shorter placental telomere length, which is an indicator of cellular stress and aging. Cellular senescence and telomere dynamics are linked to the molecular mechanisms that are associated with the onset of labor and parturition. Further, racial differences in telomere length are found in a range of different peripheral tissues. Together these factors suggest that exploration of racial differences in telomere length of the placenta may provide novel mechanistic insight into racial disparities in birth outcomes. OBJECTIVE This study examined whether telomere length measured in 4 distinct fetally derived tissues were significantly different between black and white women. The study had 2 hypotheses: (1) that telomere length that is measured in different placental tissue types would be correlated and (2) that across all sampled tissues telomere length would differ by race. STUDY DESIGN In a prospective study, placental tissue samples were collected from the amnion, chorion, villus, and umbilical cord from black and white singleton pregnancies (N=46). Telomere length was determined with the use of monochrome multiplex quantitative real-time polymerase chain reaction in each placental tissue. Demographic and pregnancy-related data were also collected. Descriptive statistics characterized the sample overall and among black and white women separately. The overall impact of race was assessed by multilevel mixed-effects linear regression models that included empirically relevant covariates. RESULTS Telomere length was correlated significantly across all placental tissues. Pairwise analyses of placental tissue telomere length revealed significantly longer telomere length in the amnion compared with the chorion (t=-2.06; P=.043). Overall telomere length measured in placenta samples from black mothers were significantly shorter than those from white mothers (β=-0.09; P=.04). Controlling for relevant maternal and infant characteristics strengthened the significance of the observed racial differences (β=-0.12; P=.02). Within tissue analyses revealed that the greatest difference by race was found in chorionic telomere length (t=-2.81; P=.007). CONCLUSION These findings provide the first evidence of racial differences in placental telomere length. Telomere length was significantly shorter in placental samples from black mothers compared with white mothers. Given previous studies that have reported that telomere length, cellular senescence, and telomere dynamics are molecular factors that contribute to the rupture of the amniotic sac, onset of labor, and parturition, our findings of shorter telomere length in placentas from black mothers suggest that accelerated cellular aging across placental tissues may be relevant to the increased risk of preterm delivery in black pregnancies. Our results suggest that racial differences in cellular aging in the placenta contribute to the earliest roots of health disparities.
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Affiliation(s)
| | - Cecilia Gambala
- Department of Obstetrics and Gynecology, Tulane University School of Medicine, New Orleans, LA
| | - Kyle C Esteves
- Department of Psychiatry and Behavioral Sciences, Tulane University School of Medicine, New Orleans, LA
| | - Maeve Wallace
- Department of Global Community Health and Behavioral Sciences, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA
| | | | | | - Laura Kidd
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, LA
| | - Katherine P Theall
- Department of Global Community Health and Behavioral Sciences, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA
| | - Stacy S Drury
- Tulane Brain Institute, Tulane University, New Orleans, LA; Department of Psychiatry and Behavioral Sciences, Tulane University School of Medicine, New Orleans, LA.
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21
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Placental examination: prognosis after delivery of the growth-restricted fetus. Curr Opin Obstet Gynecol 2016; 28:95-100. [PMID: 26825183 DOI: 10.1097/gco.0000000000000249] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW This article describes the role of placental examination in the prognostic evaluation of fetal growth restriction (FGR) infants. RECENT FINDINGS A new comprehensive placental classification system was reported. Maternal underperfusion, fetal thrombotic vasculopathy (FTV), villitis (including villitis of unknown etiology and infectious villitis), inflammation, and immature/dysmature villi are important factors affecting FGR prognosis, whereas genomic imprinting is a key factor affecting growth and diseases, as well as placental abnormality. SUMMARY We discuss the role of placental examination in determining FGR prognosis. Maternal underperfusion, fetal thrombotic vasculopathy, and villitis (including villitis of unknown etiology and infectious villitis) are the most important findings affecting FGR prognosis. Although limited, data have suggested an association of inflammation and immature/dysmature villi with postnatal growth in FGR infants. Placental size also contributes postnatally through fetal programming. In addition, placental imprinting can be a key of pre and postnatal growth and diseases, including imprinting disorders, as well as placental abnormalities such as placental mesenchymal dysplasia.
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22
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Hopson DL, Ross J. Maternal Abortifacient use for Clandestine Abortion. Acad Forensic Pathol 2016; 6:663-672. [PMID: 31239938 DOI: 10.23907/2016.062] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 10/01/2016] [Accepted: 11/03/2016] [Indexed: 11/12/2022]
Abstract
Abortion is a highly debated topic. In the United States and other developed countries, the vast majority of abortions performed are done in a clinical setting or under the supervision of clinical staff. However, clandestine abortions still occur. Previously published reports have described clandestine abortions performed using crude and often dangerous methods. In the United States, published reports on the clandestine use of medications for abortions is rare. We report a series of cases in which maternal use of misoprostol and or a combination of misoprostol and mifepristone was used or suspected to have been used for the purpose of at-home pregnancy termination. These medications, purchased from Internet sites, were believed to have been shipped from countries outside of the United States. With ready accessibility to and increased prevalence of these sites on the Internet, it is likely that maternal abortifacient use will become more common in the future. This paper will provide guidance for the investigation and workup of these cases that come to the attention of the medical examiner or coroner.
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23
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Bolnick JM, Kilburn BA, Bolnick AD, Diamond MP, Singh M, Hertz M, Dai J, Armant DR. Sildenafil stimulates human trophoblast invasion through nitric oxide and guanosine 3',5'-cyclic monophosphate signaling. Fertil Steril 2015; 103:1587-95.e952. [PMID: 25813289 PMCID: PMC10411948 DOI: 10.1016/j.fertnstert.2015.02.025] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 01/21/2015] [Accepted: 02/11/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE To determine the effect of sildenafil, a phosphodiesterase type 5 inhibitor, on trophoblast invasiveness. DESIGN Laboratory investigation. SETTING Academic medical center. PATIENT(S) Placental tissues discarded after first-trimester terminations were obtained from patients with informed consent. INTERVENTION(S) A cell line, HTR-8/SVneo, established from first-trimester cytotrophoblast, and villous explants, was treated with or without sildenafil, guanosine 3',5'-cyclic monophosphate (cGMP) analog, cGMP inhibitor, or L-NAME (N(G)-nitro-L-arginine methyl ester hydrochloride) and cultured on fibronectin or Matrigel. Integrins α6β4 and α1β1 were detected by immunocytochemistry. MAIN OUTCOME MEASURE(S) Trophoblast outgrowth from villous tips, cytotrophoblast cell invasion, and integrin immunostaining were assessed in cytotrophoblast and explant cultures. RESULT(S) Integrin expression in trophoblast cells ex vivo switched from α6 to α1, and invasiveness increased, when exposed to sildenafil or cGMP agonist. Either cGMP antagonist or L-NAME blocked integrin switching and invasion induced by sildenafil. Elevation of nitric oxide pharmacologically induced invasion, but not when cGMP antagonist was present. CONCLUSION(S) Sildenafil altered trophoblast phenotype through a process dependent on nitric oxide availability and cGMP accumulation. In addition to its vasoactivity, sildenafil directly stimulates trophoblast extravillous differentiation, which would be favorable for implantation and reduce risk for adverse pregnancy outcomes.
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Affiliation(s)
- Jay M Bolnick
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan
| | - Brian A Kilburn
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan
| | - Alan D Bolnick
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan
| | - Michael P Diamond
- Department of Obstetrics and Gynecology, Georgia Regents University, Augusta, Georgia
| | - Manvinder Singh
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan
| | - Michael Hertz
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan
| | - Jing Dai
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan
| | - D Randall Armant
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan; Department of Anatomy and Cell Biology, Wayne State University School of Medicine, Detroit, Michigan; Program in Reproductive and Adult Endocrinology, The Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland.
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24
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Olaya-C M, Bernal JE. Clinical associations to abnormal umbilical cord length in Latin American newborns. J Neonatal Perinatal Med 2015; 8:251-256. [PMID: 26485559 DOI: 10.3233/npm-15915056] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
INTRODUCTION Umbilical cord is vital to fetal development and its alterations are related to fetal and neonatal deaths and to late neurological complications. Abnormal cord length has been recognized as the most important cord feature leading to unfavorable outcomes. We aimed to examine the relationship between fetal abnormalities and the length of umbilical cord using the ECLAMC (Estudio Colaborativo Latinoamericano de Malformaciones Congénitas/Latin American Collaborative Study on Congenital Malformations) database. METHODS Using ECLAMC case-control registries, we conducted an observational study on the relationship between umbilical cord length and clinical variables such as chromosomal abnormalities and neonatal malformations. RESULTS Birth registries totaled 61820; of them 3411 had complete cord data. Abnormal length was found in 427, with 174 short (5.10%) cords and 253 long (7.41%) cords. No relation was found between abnormal cord length and gender, parity or parents' age. More abnormal length cords were found than reported in other series; unexpectedly, more long cords were observed in twin gestations. It was observed that among short cords (174), 105 were from newborns with some type of malformation and 69 with no malformation (OR = 2.92, CI (95%) 2.15-3.98, p = 0.0001); of the 253 long cords, 168 had malformation and only 85 did not (OR = 3.80, CI (95%) 2.91-4.96, p = 0.0001). CONCLUSIONS Abnormal cord length is associated with fetal malformation. Further studies are needed to determine the clinical applicability of using this parameter in counseling during prenatal visits.
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Affiliation(s)
- M Olaya-C
- Department of Pathology, The Medical School, Pontificia Universidad Javeriana- San Ignacio University Hospital, Bogota, Colombia
| | - J E Bernal
- Institute of Human Genetics, The Medical School, Pontificia Universidad Javeriana, Bogota, Colombia
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Mahgoub L, Lilic N, Evans M, Joynt C. Stomach infarction in an ex-premature infant. BMJ Case Rep 2014; 2014:bcr-2013-202814. [PMID: 24488664 DOI: 10.1136/bcr-2013-202814] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Gastric pneumatosis and thickened gastric wall are rare radiological findings that may be indicative of severe gastrointestinal tract ischaemia or necrosis; we report a case with a brief discussion of the literature. The premature neonate conveyed an interesting series of rare X-ray findings which were secondary to extensive gastric, duodenal and proximal jejunal infarction. She was managed palliatively and died.
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Roberts DJ. Perinatal pathology: practice suggestions for limited-resource settings. Arch Pathol Lab Med 2013; 137:775-81. [PMID: 23721272 DOI: 10.5858/arpa.2011-0560-sa] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The practice of perinatal pathology in much of the world suffers, as do all subspecialties of anatomic pathology, from inadequate resources (equipment, consumables, and both professional and technical personnel), from lack of education (not only of the pathologist but also of the clinicians responsible for sending the specimens, and the technicians processing the specimens), and from lack of appropriate government sector support. Perinatal pathology has significant public health-related utility and should be championing its service by providing maternal and fetal/infant mortality and morbidity data to governmental health ministries. It is with this pathologic data that informed decisions can be made on health-related courses of action and allocation of resources. These perinatal pathology data are needed to develop appropriate public health initiatives, specifically toward achieving the Millennium Developmental Goals as the best way to effectively decrease infant and maternal deaths and to determine causes of perinatal mortality and morbidity. The following overview will focus on the utility of perinatal pathology specifically as related to its public health function and will suggest methods to improve its service in resource-poor settings. This article is offered not as a critique of the current practice that most pathologists find themselves working in globally, but to provide suggestions for improving perinatal pathology services, which could be implemented with the limited available resources and manpower most pathology departments currently have. In addition, we offer suggestions for graded improvements ("ramping up") over time.
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Affiliation(s)
- Drucilla J Roberts
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02115, USA.
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Turowski G, Berge LN, Helgadottir LB, Jacobsen EM, Roald B. A new, clinically oriented, unifying and simple placental classification system. Placenta 2012; 33:1026-35. [PMID: 23110739 DOI: 10.1016/j.placenta.2012.10.002] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Revised: 10/01/2012] [Accepted: 10/05/2012] [Indexed: 10/27/2022]
Abstract
OBJECTIVE At present there is no internationally accepted, clinically easy understandable, comprehensive morphological placental classification. This hampers international benchmarking and comparisons, and clinical research. STUDY DESIGN Internationally published criteria on morphological placental pathology were collected, standardized and focused into a comprehensive diagnosis category system. The idea was to create a clinically relevant placental pathology scheme related to major pathological processes. A system of nine main diagnostic categories (normal placenta included) was constructed. Pathologists and obstetricians discussed the mutual understanding of the wording in the reporting. The previously published diagnostic criteria were merged, structured and standardized. Through an interobserver correlation study on 315 placentas from intrauterine deaths and 31 controls (placentas from live births) the microscopic criteria in this classification system were tested on user-friendliness and reproducibility. RESULTS The clinical feedback has been very positive, focusing on the understandability and usefulness in patient follow-up. The interobserver agreement in the microscopic correlation study was in general good. The differences in agreement mainly reflected the degree of preciseness of the microscopic criteria, exemplified by excellent correlation in diagnosing acute chorioamnionitis. Maternal and fetal circulatory disorders need grading criteria and studies are needed to get more insight and clinical correlations of villitis and maturation disorders. CONCLUSION The clinically oriented, unifying and simple placental pathology classification system may work as a platform for standardization and international benchmarking. Further research is needed to define diagnostic criteria in staging and grading of some main diagnostic categories.
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Affiliation(s)
- G Turowski
- Department of Pathology, Oslo University Hospital (OUS), Oslo, Norway.
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Gabrielli L, Bonasoni MP, Santini D, Piccirilli G, Chiereghin A, Petrisli E, Dolcetti R, Guerra B, Piccioli M, Lanari M, Landini MP, Lazzarotto T. Congenital cytomegalovirus infection: patterns of fetal brain damage. Clin Microbiol Infect 2012; 18:E419-27. [PMID: 22882294 DOI: 10.1111/j.1469-0691.2012.03983.x] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Cytomegalovirus (CMV) is the most prevalent infectious agent causing neurological dysfunction in the developing brain. This study analysed the different patterns of tissue damage, particularly in the brain, of fetuses with documented CMV infection. We studied 45 fetuses at 20-21 weeks of gestation with congenital CMV infection documented by invasive positive prenatal diagnosis. At the time of amniocentesis, abnormal ultrasound findings had been recorded for 13 of the 45 fetuses (29%). Histological and immunohistochemical characterization was performed on the placenta, brain, heart, lung, liver, kidney, and pancreas. The different degrees of brain damage were correlated with tissue viral load, inflammatory response, placental functionality, and extramedullary haematopoiesis. Even though a high CMV load was detected in all amniotic fluids, brain infection occurred in only 62% of the fetuses and with different degrees of severity. Tissues with a low viral load showed a globally weak inflammatory response, and fetuses had only mild brain damage, whereas tissues with a high CMV load showed prominent infiltration of the activated cytotoxic CD8(+) T-lymphocytes responsible for immune-mediated damage. Furthermore, severe placental infection was associated with diffuse villitis and necrosis, consistent with functional impairment and possible consequent hypoxic cerebral damage. Brain injury induced by CMV congenital infection may be the result of uncontrolled viral replication, immune-mediated damage by cytotoxic CD8(+) T-lymphocytes, and, in the presence of placental insufficiency, fetal hypoxia.
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Affiliation(s)
- L Gabrielli
- Operative Unit of Clinical Microbiology, St Orsola-Malpighi University Hospital, Bologna, Italy.
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Abstract
A fetal/neonatal neurology program should encompass interdisciplinary service, educational and research objectives, merging curricula concerning maternal, placental, fetal and neonatal contributions to brain health and disease. This approach is anchored by research in early life programming that demonstrates that prenatal and postnatal factors influence long-term neurologic health. This concept also supports the design of neuroprotective interventions during critical periods of brain development when brain circuitries more optimally adapt to maturational challenges. Preventive, rescue and repair protocols will transform pediatric medical practices, to promote improved childhood outcomes. Inclusion of life-course science and research will identify medical and socioeconomic factors that favorably or adversely affect quality of life into adulthood. Greater awareness of the convergence of developmental origins of brain health and disease and developmental aging theories will influence public health policies, to encourage financial support for programs that will improve the quality of life for the child and adult.
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Affiliation(s)
- Mark S Scher
- Division of Pediatric Neurology, Pediatrics and Neurology School of Medicine, Case Western Reserve University, Fetal/Neonatal Neurology Program, Rainbow Babies and Children's Hospital, University Hospitals of Cleveland, Cleveland, OH 44106, USA.
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Messerschmidt A, Baschat A, Linduska N, Kasprian G, Brugger PC, Bauer A, Weber M, Prayer D. Magnetic resonance imaging of the placenta identifies placental vascular abnormalities independently of Doppler ultrasound. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2011; 37:717-722. [PMID: 21105016 DOI: 10.1002/uog.8891] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/06/2010] [Indexed: 05/30/2023]
Abstract
OBJECTIVE To evaluate the relationship between placental vascular pathology detected by prenatal magnetic resonance imaging (MRI) and perinatal outcome. METHODS This was a retrospective, hospital-based, cross-sectional study in which all fetal MRI examinations of singleton pregnancies with vascular placental pathology (i.e. infarction with/without hemorrhage, subchorionic thrombi/hemorrhages, intervillous thrombi/hemorrhages, or retroplacental hematoma) in the period 2002-2007 were included. The extent of the pathology was expressed as a percentage of the total placental volume. Abnormalities of umbilical artery Doppler ultrasound examinations within 7 days between MRI and ultrasound examination were noted. Death in utero or postnatally was the primary outcome. Gestational age at MRI and at birth and the occurrence of intrauterine growth restriction (IUGR) were noted. Logistic regression analysis was performed to assess the impact of gestational age at MRI, extent of the vascular lesion and presence of pathological Doppler ultrasound measurements on the prediction of mortality. RESULTS Fifty-nine structurally normal singleton pregnancies with placental vascular abnormalities were included in the analysis. Mortality rate was 36%; among the survivors, 87% were born before 37 + 0 gestational weeks and 50% suffered from IUGR. In 55% of the pregnancies pathological umbilical artery Doppler findings were identified, of which 27% were non-survivors. Mortality was predicted by earlier gestational age at fetal MRI for placental pathology (P < 0.05) and increasing extent of the vascular lesion (P < 0.05), but not by the presence of pathological Doppler ultrasound data. Accuracy of the prediction was 82%, sensitivity was 67% and specificity 89%. CONCLUSION MRI-detected vascular placental pathologies may help to identify pregnancies at risk for adverse outcome and fetal death independently of umbilical artery Doppler status.
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Affiliation(s)
- A Messerschmidt
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.
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Thrombosis of the umbilical vessels revisited. An observational study of 317 consecutive autopsies at a single institution. Hum Pathol 2010; 41:971-9. [DOI: 10.1016/j.humpath.2009.07.026] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2009] [Revised: 07/10/2009] [Accepted: 07/17/2009] [Indexed: 11/19/2022]
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Nelson KB, Chang T, Ghadini A. Comment and reply on: Neonatal asphyxia and forensic medicine. J Matern Fetal Neonatal Med 2010; 24:652; author reply 652-3. [PMID: 20459343 DOI: 10.3109/14767051003731660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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