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Melbourne A, Schabel MC, David AL, Roberts VHJ. Magnetic resonance imaging of placental intralobule structure and function in a preclinical nonhuman primate model†. Biol Reprod 2024; 110:1065-1076. [PMID: 38442734 PMCID: PMC11180614 DOI: 10.1093/biolre/ioae035] [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: 11/01/2023] [Revised: 01/25/2024] [Accepted: 03/04/2024] [Indexed: 03/07/2024] Open
Abstract
Although the central role of adequate blood flow and oxygen delivery is known, the lack of optimized imaging modalities to study placental structure has impeded our understanding of its vascular function. Magnetic resonance imaging is increasingly being applied in this field, but gaps in knowledge remain, and further methodological developments are needed. In particular, the ability to distinguish maternal from fetal placental perfusion and the understanding of how individual placental lobules are functioning are lacking. The potential clinical benefits of developing noninvasive tools for the in vivo assessment of blood flow and oxygenation, two key determinants of placental function, are tremendous. Here, we summarize a number of structural and functional magnetic resonance imaging techniques that have been developed and applied in animal models and studies of human pregnancy over the past decade. We discuss the potential applications and limitations of these approaches. Their combination provides a novel source of contrast to allow analysis of placental structure and function at the level of the lobule. We outline the physiological mechanisms of placental T2 and T2* decay and devise a model of how tissue composition affects the observed relaxation properties. We apply this modeling to longitudinal magnetic resonance imaging data obtained from a preclinical pregnant nonhuman primate model to provide initial proof-of-concept data for this methodology, which quantifies oxygen transfer and placental structure across and between lobules. This method has the potential to improve our understanding and clinical management of placental insufficiency once validation in a larger nonhuman primate cohort is complete.
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Affiliation(s)
- Andrew Melbourne
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London, UK
- Department of Obstetrics and Maternal Fetal Medicine, Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, UK
| | - Matthias C Schabel
- Advanced Imaging Research Center, Oregon Health and Science University, Portland, OR, USA
- Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, Utah, USA
| | - Anna L David
- Department of Obstetrics and Maternal Fetal Medicine, Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, UK
| | - Victoria H J Roberts
- Division of Reproductive and Developmental Sciences, Oregon National Primate Research Center, Oregon Health and Science University, Portland, OR, USA
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Hirschel J, Barcos-Munoz F, Chalard F, Chiodini F, Epiney M, Fluss J, Rougemont AL. Perinatal arterial ischemic stroke: how informative is the placenta? Virchows Arch 2024; 484:815-825. [PMID: 38502326 PMCID: PMC11106178 DOI: 10.1007/s00428-024-03780-1] [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: 12/12/2023] [Revised: 01/31/2024] [Accepted: 03/05/2024] [Indexed: 03/21/2024]
Abstract
Neuroplacentology is an expanding field of interest that addresses the placental influence on fetal and neonatal brain lesions and on further neurodevelopment. The objective of this study was to clarify the link between placental pathology and perinatal arterial ischemic stroke (PAIS). Prior publications have reported different types of perinatal stroke with diverse methodologies precluding firm conclusions. We report here the histological placental findings in a series of 16 neonates with radiologically confirmed PAIS. Findings were grouped into 3 categories of lesions: (1) inflammation, (2) placental and fetal hypoxic lesions, and (3) placentas with a high birthweight/placenta weight ratio. Matched control placentas were compared to the pathological placentas when feasible. The eight term singleton placentas were compared to a series of 20 placentas from a highly controlled amniotic membrane donation program; in three twin pregnancies, the placental portions from the affected twin and unaffected co-twin were compared. Slightly more than half (9/16, 56%) had histopathological features belonging to more than one category, a feature shared by the singleton control placentas (13/20, 65%). More severe and extensive lesions were however observed in the pathological placentas. One case occurring in the context of SARS-CoV-2 placentitis further expands the spectrum of COVID-related perinatal disease. Our study supports the assumption that PAIS can result from various combinations and interplay of maternal and fetal factors and confirms the value of placenta examination. Yet, placental findings must be interpreted with caution given their prevalence in well-designed controls.
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Affiliation(s)
- Jessica Hirschel
- Division of Neonatal and Intensive Care, Department of Pediatrics, Gynecology and Obstetrics, University Hospitals of Geneva, Geneva, Switzerland
| | - Francisca Barcos-Munoz
- Division of Neonatal and Intensive Care, Department of Pediatrics, Gynecology and Obstetrics, University Hospitals of Geneva, Geneva, Switzerland
| | - François Chalard
- Unit of Pediatric Radiology, Department of Radiology, University Hospitals of Geneva and Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Florence Chiodini
- Therapeutic Tissue Biobank, University Hospitals of Geneva, Geneva, Switzerland
| | - Manuella Epiney
- Obstetrics Unit Department of Obstetrics and Gynecology, University Hospitals of Geneva and Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Joel Fluss
- Pediatric Neurology Unit, University Hospitals of Geneva and Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Anne-Laure Rougemont
- Division of Clinical Pathology, Diagnostic Department, Geneva University Hospitals and Faculty of Medicine, University of Geneva, Geneva, Switzerland.
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Irmakci I, Nateghi R, Zhou R, Vescovo M, Saft M, Ross AE, Yang XJ, Cooper LAD, Goldstein JA. Tissue Contamination Challenges the Credibility of Machine Learning Models in Real World Digital Pathology. Mod Pathol 2024; 37:100422. [PMID: 38185250 PMCID: PMC10960671 DOI: 10.1016/j.modpat.2024.100422] [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: 04/28/2023] [Revised: 11/13/2023] [Accepted: 12/15/2023] [Indexed: 01/09/2024]
Abstract
Machine learning (ML) models are poised to transform surgical pathology practice. The most successful use attention mechanisms to examine whole slides, identify which areas of tissue are diagnostic, and use them to guide diagnosis. Tissue contaminants, such as floaters, represent unexpected tissue. Although human pathologists are extensively trained to consider and detect tissue contaminants, we examined their impact on ML models. We trained 4 whole-slide models. Three operate in placenta for the following functions: (1) detection of decidual arteriopathy, (2) estimation of gestational age, and (3) classification of macroscopic placental lesions. We also developed a model to detect prostate cancer in needle biopsies. We designed experiments wherein patches of contaminant tissue are randomly sampled from known slides and digitally added to patient slides and measured model performance. We measured the proportion of attention given to contaminants and examined the impact of contaminants in the t-distributed stochastic neighbor embedding feature space. Every model showed performance degradation in response to one or more tissue contaminants. Decidual arteriopathy detection--balanced accuracy decreased from 0.74 to 0.69 ± 0.01 with addition of 1 patch of prostate tissue for every 100 patches of placenta (1% contaminant). Bladder, added at 10% contaminant, raised the mean absolute error in estimating gestational age from 1.626 weeks to 2.371 ± 0.003 weeks. Blood, incorporated into placental sections, induced false-negative diagnoses of intervillous thrombi. Addition of bladder to prostate cancer needle biopsies induced false positives, a selection of high-attention patches, representing 0.033 mm2, and resulted in a 97% false-positive rate when added to needle biopsies. Contaminant patches received attention at or above the rate of the average patch of patient tissue. Tissue contaminants induce errors in modern ML models. The high level of attention given to contaminants indicates a failure to encode biological phenomena. Practitioners should move to quantify and ameliorate this problem.
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Affiliation(s)
- Ismail Irmakci
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Ramin Nateghi
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Rujoi Zhou
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Mariavittoria Vescovo
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Madeline Saft
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Ashley E Ross
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Ximing J Yang
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Lee A D Cooper
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - Jeffery A Goldstein
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois.
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Thompson BB, Holzer PH, Kliman HJ. Placental Pathology Findings in Unexplained Pregnancy Losses. Reprod Sci 2024; 31:488-504. [PMID: 37725247 PMCID: PMC10827979 DOI: 10.1007/s43032-023-01344-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 08/28/2023] [Indexed: 09/21/2023]
Abstract
There are approximately 5 million pregnancies per year in the USA, with 1 million ending in miscarriage (a loss occurring prior to 20 weeks of gestation) and over 20,000 ending in stillbirth at or beyond 20 weeks of gestation. As many as 50% of these losses are unexplained. Our objective was to evaluate the effect of expanding the placental pathology diagnostic categories to include the explicit categories of (1) dysmorphic chorionic villi and (2) small placenta in examining previously unexplained losses. Using a clinical database of 1256 previously unexplained losses at 6-43 weeks of gestation, the most prevalent abnormality associated with each loss was determined through examination of its placental pathology slides. Of 1256 cases analyzed from 922 patients, there were 878 (69.9%) miscarriages and 378 (30.1%) antepartum stillbirths. We determined the pathologic diagnoses for 1150/1256 (91.6%) of the entire series, 777/878 (88.5%) of the miscarriages (< 20 weeks' gestation), and 373/378 (98.7%) of the stillbirths (≥ 20 weeks' gestation). The most common pathologic feature observed in unexplained miscarriages was dysmorphic chorionic villi (757 cases; 86.2%), a marker associated with genetic abnormalities. The most common pathologic feature observed in unexplained stillbirths was a small placenta (128 cases; 33.9%). Our classification system reinforced the utility of placental examination for elucidating potential mechanisms behind pregnancy loss. The improved rate of diagnosis appeared to be the result of filling a gap in previous pregnancy loss classification systems via inclusion of the categories of dysmorphic chorionic villi and small placenta.
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Affiliation(s)
- Beatrix B Thompson
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT, USA
- Harvard Medical School, Boston, MA, USA
| | - Parker H Holzer
- Department of Statistics & Data Science, Yale University, New Haven, CT, USA
- Spiff Incorporated, Sandy, UT, USA
| | - Harvey J Kliman
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT, USA.
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Kummer J, Ameli G, Jebens A, Königbauer J, Mihajlov V, Nacke AK, Pham MH, Rickert C, Simon L, Schellenberg T, Hellmeyer L. Covid-19 during Pregnancy - Histopathological Lesions of the Placenta. Z Geburtshilfe Neonatol 2024; 228:49-56. [PMID: 37918832 DOI: 10.1055/a-2180-7302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2023]
Abstract
INTRODUCTION Pregnant women and their offspring represented a vulnerable patient collective during the Covid-19 pandemic. Beyond the direct effect of SARS-CoV-2 via vertical transmission, an indirect impact on the fetus can occur through placental lesions deteriorating placental villous function. We performed a histopathological analysis of placentas of parturients with SARS-CoV-2 compared to healthy controls. METHODS AND MATERIALS Between February 2022 and July 2022 we conducted a prospective case-control study analyzing placental specimens of parturients with SARS-CoV-2 infection compared to specimens of placentas of healthy controls. Patient history, Covid-19-specific symptoms, and obstetric outcomes were recorded. Statistical analysis was performed. RESULTS During the observation period 71 patients were included with a gestational age 37 1/7-41 5/7 weeks. Thirty-six patients presented with SARS-CoV-2 infection. The control group consisted of 35 patients and showed no placental abnormalities. Among SARS-CoV-2-positive parturients, 66.7% of placentas of the case group showed histopathological abnormalities classified as vascular or inflammatory abnormalities. 22.2% of placentas showed acute ischemic infarction areas. 8.3% of placentas showed subchorionic layered thrombi. There was one case of severe acute subchorionitis. SARS-CoV-2 increased the risk of placental lesions significantly (OR 3.000, CI 1.890-4.762, p=0.0001). Placental lesions had no significant impact on perinatal acidosis (OR 0.455, CI 0.044-4.667, p=0.498) or number of cesarean sections (OR 2.314, CI 0.717-7.473, p=0.156). CONCLUSION SARS-CoV-2 infection during labor and delivery increased the risk of adverse outcomes. Histopathological analysis indicated that the placenta as a maternal-fetal interface was affected by SARS-CoV-2, leading to systemic vasculopathy and inflammation.
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Affiliation(s)
- Julia Kummer
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - Giada Ameli
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - Anja Jebens
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | | | - Valentin Mihajlov
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - Anna Kaarina Nacke
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - My Hanh Pham
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - Christian Rickert
- Department of Pathology, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - Luisa Simon
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - Tim Schellenberg
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - Lars Hellmeyer
- Department of Gynecology and Obstetrics, Vivantes Klinikum im Friedrichshain, Berlin, Germany
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Ersak DT, Tanacan A, Laleli Koç B, Sınacı S, Kara Ö, Şahin D. The utility of complete blood parameter indices to predict stillbirths. J Matern Fetal Neonatal Med 2023; 36:2183747. [PMID: 36859825 DOI: 10.1080/14767058.2023.2183747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
OBJECTIVE In this study, we aimed to investigate the relationship between unexplained stillbirth (SB) cases and the complete blood parameter indices and we compared them with uncomplicated healthy cases. METHODS Patients diagnosed with unexplained SB cases in a tertiary center between 2019-2022 were included in this retrospective case-control study. The gestational age threshold for SBs was accepted as births after the 20th week of pregnancy. Consecutive patients with no adverse obstetric outcomes were accepted as the control group. Patients' complete blood parameter results at the time of the first admission to the hospital until 14 weeks were labeled as "1'' and at the time of delivery were labeled as "2'' and recorded. As inflammatory parameters, neutrophile-lymphocyte ratio, derivated neutrophile-lymphocyte ratio, platelet-lymphocyte ratio, lymphocyte-monocyte ratio (LMR), and hemoglobin-lymphocyte ratio (HLR) were calculated from complete blood results and recorded. RESULTS There were statistically significant differences between the groups' LMR1 (p = .040). Additionally, whereas HLR1 of the study group was 0.693 (0.38-2.72), it was 0.645 (0.15-1.82) in the control group (p = .026). However, the HLR2 of the study group was significantly lower than the control group (p = .021). CONCLUSION Necessary precautions such as fetal biophysical profile examination can be taken more frequently in the antenatal follow-up in patients considered to be at high risk of SB by using HLR. It is a novel marker that can be easily accessible and calculated from the complete blood parameters.
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Affiliation(s)
- Duygu Tugrul Ersak
- Department of Obstetrics and Gynecology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Atakan Tanacan
- Department of Obstetrics and Gynecology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Bergen Laleli Koç
- Department of Obstetrics and Gynecology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Selcan Sınacı
- Department of Obstetrics and Gynecology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Özgür Kara
- Department of Obstetrics and Gynecology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Dilek Şahin
- Department of Obstetrics and Gynecology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
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Debelenko L. SARS-CoV-2 Infection in Late Pregnancy and Childbirth from the Perspective of Perinatal Pathology. J Dev Biol 2023; 11:42. [PMID: 37987372 PMCID: PMC10660738 DOI: 10.3390/jdb11040042] [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: 10/05/2023] [Revised: 11/10/2023] [Accepted: 11/14/2023] [Indexed: 11/22/2023] Open
Abstract
This review focuses on SARS-CoV-2 infection in placental and fetal tissues. Viremia is rare in infected pregnant women, and the virus is seldom amplified from placental tissues. Definite and probable placental infection requires the demonstration of viral RNA or proteins using in situ hybridization (ISH) and immunohistochemistry (IHC). Small subsets (1.0-7.9%, median 2.8%) of placentas of SARS-CoV-2-positive women showed definite infection accompanied by a characteristic histopathology named SARS-CoV-2 placentitis (SP). The conventionally accepted histopathological criteria for SP include the triad of intervillositis, perivillous fibrin deposition, and trophoblast necrosis. SP was shown to be independent of the clinical severity of the infection, but associated with stillbirth in cases where destructive lesions affecting more than 75% of the placental tissue resulted in placental insufficiency and severe fetal hypoxic-ischemic injury. An association between maternal thrombophilia and SP was shown in a subset of cases, suggesting a synergy of the infection and deficient coagulation cascade as one of the mechanisms of the pathologic accumulation of fibrin in affected placentas. The virus was amplified from fetal tissues in approximately 40% of SP cases, but definite fetal involvement demonstrated using ISH or IHC is exceptionally rare. The placental pathology in SARS-CoV-2-positive women also includes chronic lesions associated with placental malperfusion in the absence of definite or probable placental infection. The direct viral causation of the vascular malperfusion of the placenta in COVID-19 is debatable, and common predispositions (hypertension, diabetes, and obesity) may play a role.
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Affiliation(s)
- Larisa Debelenko
- Department of Pathology and Cell Biology, Columbia University-Irving Medical Center, New York, NY 10032, USA
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Tugrul Ersak D, Şerbetçi H, Laleli Koç B, Kara Ö, Bütün Türk Ş, Kadıoğlu Şimşek G, Canpolat FE, Moraloğlu Tekin Ö, Şahin D. Placental Pathology and Its Importance in Preterm Infants. Fetal Pediatr Pathol 2023; 42:746-752. [PMID: 37341537 DOI: 10.1080/15513815.2023.2223297] [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: 03/15/2023] [Accepted: 06/05/2023] [Indexed: 06/22/2023]
Abstract
OBJECTIVE We evaluated what placental pathologies were associated with adverse preterm births. MATERIALS AND METHODS Placental findings, classified according to the Amsterdam criteria, were correlated with infant outcomes. The fetal vascular lesions, inflammatory responses other than histological chorioamnionitis (HCA), and placentas with combined maternal vascular malperfusion (MVM) and HCA were excluded. RESULTS A total of 772 placentas were evaluated. MVM was present in 394 placentas, HCA in 378. Early neonatal sepsis, retinopathy of prematurity, necrotizing enterocolitis, and neonatal death occurred more often in the MVM-only group than HCA-only group. The frequency of bronchopulmonary dysplasia (BPD) was 38.6% in the HCA-only group, and it was 20.3% in the MVM-only group (p < 0.001). HCA was the most important independent risk factor for BPD (OR 3.877, 95% CI 2.831-5.312). CONCLUSION Inflammation in the placenta influences fetal and neonatal outcomes. HCA is an independent risk factor for BPD.
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Affiliation(s)
| | - Hakkı Şerbetçi
- University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | | | - Özgür Kara
- University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Şeyma Bütün Türk
- University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | | | | | | | - Dilek Şahin
- University of Health Sciences, Ankara City Hospital, Ankara, Turkey
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Irmakci I, Nateghi R, Zhou R, Ross AE, Yang XJ, Cooper LAD, Goldstein JA. Tissue contamination challenges the credibility of machine learning models in real world digital pathology. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.28.23289287. [PMID: 37205404 PMCID: PMC10187357 DOI: 10.1101/2023.04.28.23289287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Machine learning (ML) models are poised to transform surgical pathology practice. The most successful use attention mechanisms to examine whole slides, identify which areas of tissue are diagnostic, and use them to guide diagnosis. Tissue contaminants, such as floaters, represent unexpected tissue. While human pathologists are extensively trained to consider and detect tissue contaminants, we examined their impact on ML models. We trained 4 whole slide models. Three operate in placenta for 1) detection of decidual arteriopathy (DA), 2) estimation of gestational age (GA), and 3) classification of macroscopic placental lesions. We also developed a model to detect prostate cancer in needle biopsies. We designed experiments wherein patches of contaminant tissue are randomly sampled from known slides and digitally added to patient slides and measured model performance. We measured the proportion of attention given to contaminants and examined the impact of contaminants in T-distributed Stochastic Neighbor Embedding (tSNE) feature space. Every model showed performance degradation in response to one or more tissue contaminants. DA detection balanced accuracy decreased from 0.74 to 0.69 +/- 0.01 with addition of 1 patch of prostate tissue for every 100 patches of placenta (1% contaminant). Bladder, added at 10% contaminant raised the mean absolute error in estimating gestation age from 1.626 weeks to 2.371 +/ 0.003 weeks. Blood, incorporated into placental sections, induced false negative diagnoses of intervillous thrombi. Addition of bladder to prostate cancer needle biopsies induced false positives, a selection of high-attention patches, representing 0.033mm2, resulted in a 97% false positive rate when added to needle biopsies. Contaminant patches received attention at or above the rate of the average patch of patient tissue. Tissue contaminants induce errors in modern ML models. The high level of attention given to contaminants indicates a failure to encode biological phenomena. Practitioners should move to quantify and ameliorate this problem.
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Affiliation(s)
| | | | | | | | | | | | - Jeffery A. Goldstein
- To whom correspondence should be addressed: Olson 2-455, 710 N. Fairbanks Ave, Chicago IL, 60611,
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Goldstein JA, Nateghi R, Irmakci I, Cooper LAD. Machine learning classification of placental villous infarction, perivillous fibrin deposition, and intervillous thrombus. Placenta 2023; 135:43-50. [PMID: 36958179 PMCID: PMC10156426 DOI: 10.1016/j.placenta.2023.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 03/09/2023] [Accepted: 03/11/2023] [Indexed: 03/17/2023]
Abstract
INTRODUCTION Placental parenchymal lesions are commonly encountered and carry significant clinical associations. However, they are frequently missed or misclassified by general practice pathologists. Interpretation of pathology slides has emerged as one of the most successful applications of machine learning (ML) in medicine with applications ranging from cancer detection and prognostication to transplant medicine. The goal of this study was to use a whole-slide learning model to identify and classify placental parenchymal lesions including villous infarctions, intervillous thrombi (IVT), and perivillous fibrin deposition (PVFD). METHODS We generated whole slide images from placental discs examined at our institution with infarct, IVT, PVFD, or no macroscopic lesion. Slides were analyzed as a set of overlapping patches. We extracted feature vectors from each patch using a pretrained convolutional neural network (EfficientNetV2L). We trained a model to assign attention to each vector and used the attentions as weights to produce a pooled feature vector. The pooled vector was classified as normal or 1 of 3 lesions using a fully connected network. Patch attention was plotted to highlight informative areas of the slide. RESULTS Overall balanced accuracy in a test set of held-out slides was 0.86 with receiver-operator characteristic areas under the curve of 0.917-0.993. Cases of PVFD were frequently miscalled as normal or infarcts, the latter possibly due to the perivillous fibrin found at the periphery of infarctions. We used attention maps to further understand some errors, including one most likely due to poor tissue fixation and processing. DISCUSSION We used a whole-slide learning paradigm to train models to recognize three of the most common placental parenchymal lesions. We used attention maps to gain insight into model function, which differed from intuitive explanations.
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Affiliation(s)
| | - Ramin Nateghi
- Northwestern University, Department of Pathology, Chicago, IL, USA
| | - Ismail Irmakci
- Northwestern University, Department of Pathology, Chicago, IL, USA
| | - Lee A D Cooper
- Northwestern University, Department of Pathology, Chicago, IL, USA; Northwestern University, McCormick School of Engineering, Evanston, IL, USA
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Damman E, Trecourt A, de la Fournière B, Lebreton F, Gaillot-Durand L, Fichez A, Chauvy L, Thonnon C, Destras G, Devouassoux-Shisheboran M, Allias F. Predictive factors for severe placental damage in pregnant women with SARS-CoV-2 infection. Placenta 2023; 136:1-7. [PMID: 36963271 PMCID: PMC10022462 DOI: 10.1016/j.placenta.2023.03.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 02/28/2023] [Accepted: 03/16/2023] [Indexed: 03/19/2023]
Abstract
INTRODUCTION SARS-Cov-2 infection during pregnancy can lead to severe placental lesions characterized by massive perivillous fibrin deposition, histiocytic intervillositis and trophoblast necrosis. Diffuse placental damage of this kind is rare, but can sometimes lead to obstetric complications, such as intrauterine fetal death (IUFD). The objectives of this study were to identify possible predictors of severe placental lesions. METHODS We retrospectively studied 96 placentas from SARS-Cov-2 positive pregnant women who gave birth between March 2020 and March 2022. Cases with and without severe placental lesions were compared in terms of clinical and laboratory findings. RESULTS Twelve of the 96 patients had severe placental lesions. There was no significant association with diabetes, obesity or severe clinical maternal disease. In contrast, presence of severe placental lesions was significantly associated with neonatal intensive care, cesarean section, prematurity, IUFD, intrauterine growth restriction (IUGR), gestational age, maternal hypofibrinogenemia and thrombocytopenia. No cases of severe placental lesions were observed in vaccinated patients or in those with the Omicron variant. DISCUSSION In these patients, severe placental lesions due to SARS-Cov-2 were significantly associated with the presence of coagulation abnormalities (hypofibrinogenemia and thrombocytopenia), IUGR and gestational age. These results support laboratory and ultrasound monitoring of these parameters in pregnant women with SARS-Cov-2 infection, especially during the second trimester, to predict potential negative fetal outcomes.
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Affiliation(s)
- Elise Damman
- Medipath Montpellier, 80 rue de Pythagore, 34170, Castelnau-Le-Lez, France
| | - Alexis Trecourt
- Department of Pathology, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, 165 chemin du Grand-Revoyet, 69310, Pierre-Bénite, France
| | - Benoit de la Fournière
- Department of Gynecology and Obstetrics, Hospices civils de Lyon, Hôpital de la Croix-Rousse, 103 Grande Rue de la Croix-Rousse, 69004, Lyon, France
| | - Frédérique Lebreton
- Department of Pathology, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, 165 chemin du Grand-Revoyet, 69310, Pierre-Bénite, France
| | - Lucie Gaillot-Durand
- Department of Pathology, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, 165 chemin du Grand-Revoyet, 69310, Pierre-Bénite, France
| | - Axel Fichez
- Department of Gynecology and Obstetrics, Hospices civils de Lyon, Hôpital de la Croix-Rousse, 103 Grande Rue de la Croix-Rousse, 69004, Lyon, France
| | - Lauriane Chauvy
- Department of Gynecology and Obstetrics, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, 165 chemin du Grand-Revoyet, 69310, Pierre-Bénite, France
| | - Cyrielle Thonnon
- Department of Gynecology and Obstetrics, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, 165 chemin du Grand-Revoyet, 69310, Pierre-Bénite, France
| | - Gregory Destras
- Department of Virology, Infective Agents Institute, National Reference Center for Respiratory Viruses, Hospices civils de Lyon, Hôpital de la Croix-Rousse, 103 Grande Rue de la Croix-Rousse, 69004, Lyon, France
| | - Mojgan Devouassoux-Shisheboran
- Department of Pathology, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, 165 chemin du Grand-Revoyet, 69310, Pierre-Bénite, France
| | - Fabienne Allias
- Department of Pathology, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, 165 chemin du Grand-Revoyet, 69310, Pierre-Bénite, France.
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Redline RW, Roberts DJ, Parast MM, Ernst LM, Morgan TK, Greene MF, Gyamfi-Bannerman C, Louis JM, Maltepe E, Mestan KK, Romero R, Stone J. Placental pathology is necessary to understand common pregnancy complications and achieve an improved taxonomy of obstetrical disease. Am J Obstet Gynecol 2023; 228:187-202. [PMID: 35973475 PMCID: PMC10337668 DOI: 10.1016/j.ajog.2022.08.010] [Citation(s) in RCA: 56] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 08/08/2022] [Accepted: 08/08/2022] [Indexed: 01/28/2023]
Abstract
The importance of a fully functioning placenta for a good pregnancy outcome is unquestioned. Loss of function can lead to pregnancy complications and is often detected by a thorough placental pathologic examination. Placental pathology has advanced the science and practice of obstetrics and neonatal-perinatal medicine by classifying diseases according to underlying biology and specific patterns of injury. Many past obstacles have limited the incorporation of placental findings into both clinical studies and day-to-day practice. Limitations have included variability in the nomenclature used to describe placental lesions, a shortage of perinatal pathologists fully competent to analyze placental specimens, and a troubling lack of understanding of placental diagnoses by clinicians. However, the potential use of placental pathology for phenotypic classification, improved understanding of the biology of adverse pregnancy outcomes, the development of treatment and prevention, and patient counseling has never been greater. This review, written partly in response to a recent critique published in a major obstetrics-gynecology journal, reexamines the role of placental pathology by reviewing current concepts of biology; explaining the most recent terminology; emphasizing the usefulness of specific diagnoses for obstetrician-gynecologists, neonatologists, and patients; previewing upcoming changes in recommendations for placental submission; and suggesting future improvements. These improvements should include further consideration of overall healthcare costs, cost-effectiveness, the clinical value added of placental assessment, improvements in placental pathology education and practice, and leveraging of placental pathology to identify new biomarkers of disease and evaluate novel therapies tailored to specific clinicopathologic phenotypes of both women and infants.
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Affiliation(s)
- Raymond W Redline
- Department of Pathology and Reproductive Biology, Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center and Cleveland, OH.
| | - Drucilla J Roberts
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, MA
| | - Mana M Parast
- Department of Pathology, Sanford Consortium for Regenerative Medicine, University of California San Diego, La Jolla, CA
| | - Linda M Ernst
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, Evanston, IL
| | - Terry K Morgan
- Department of Pathology and Obstetrics and Gynecology, Center for Developmental Health, Oregon Health Sciences University, Portland, OR
| | - Michael F Greene
- Department of Obstetrics, Gynecology, and Reproductive Biology, Harvard Medical School and Massachusetts General Hospital, Boston, MA
| | - Cynthia Gyamfi-Bannerman
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA
| | - Judette M Louis
- Department of Obstetrics and Gynecology, Morsani College of Medicine, University South Florida, Tampa, FL
| | - Emin Maltepe
- Department of Pediatrics, University California, San Francisco, San Francisco, CA
| | - Karen K Mestan
- Department of Pediatrics and Neonatology, University of California, San Diego, School of Medicine and Rady Children's Hospital, San Diego, CA
| | - Roberto Romero
- Perinatology Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, US Department of Health and Human Services, Bethesda, Maryland, Detroit, MI; Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI; Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI; Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI; Detroit Medical Center, Detroit, MI
| | - Joanne Stone
- Raquel and Jaime Gilinski Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY
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13
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Carpenter J, Combs CA, Kahn B, Maurel K, Clark R. Disseminated intravascular coagulation complicating mild or asymptomatic maternal COVID-19. AJOG GLOBAL REPORTS 2022; 2:100110. [PMID: 36168543 PMCID: PMC9502436 DOI: 10.1016/j.xagr.2022.100110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
BACKGROUND Hypercoagulability frequently complicates moderate or severe COVID-19 and can result in venous thromboembolism, arterial thrombosis, or microvascular thrombosis. Disseminated intravascular coagulation, however, is uncommon. OBJECTIVE We sought to describe the clinical presentation and outcome in a series of pregnant patients with mild or asymptomatic COVID-19 who had disseminated intravascular coagulation. STUDY DESIGN This was a retrospective case series. Cases were solicited via e-mails targeted to obstetrical providers in the Mednax National Medical Group and a restricted maternal-fetal medicine Facebook page. Inclusion criteria were: hospital admission during pregnancy, positive test for SARS-CoV-2 within 2 weeks of admission, and maternal disseminated intravascular coagulation defined as ≥2 of the following: platelet count ≤100,000 per mm3, fibrinogen ≤200 mg/dL, and prothrombin time ≥3 seconds above the upper normal limit. Exclusion criteria were severe COVID-19 requiring ventilation within an hour of diagnosis of coagulopathy or use of anticoagulants at the time of diagnosis. Maternal and newborn records were abstracted and summarized with descriptive statistics. RESULTS Inclusion criteria were met in 19 cases from October 2020 through December 2021. Of these, 18 had not received any COVID-19 vaccine, and 1 had unknown vaccination status. Median gestational age on hospital admission was 30 weeks (interquartile range, 29-34 weeks). The main presenting symptom or sign was decreased fetal movement (56%) or nonreassuring fetal heart rate pattern (16%). COVID-19 was asymptomatic in 79% of cases. Two of the 3 defining coagulation abnormalities were found in 89% of cases and all 3 in the remaining 11%. Aspartate aminotransferase was elevated in all cases and ≥2 times the upper normal limit in 69%. Only 2 cases (11%) had signs of preeclampsia other than thrombocytopenia or transaminase elevation. Delivery was performed on the day of admission in 74% and on the next day in the remaining 26%, most often by cesarean delivery (68%) under general anesthesia (62%) because of nonreassuring fetal heart rate pattern (63%). Postpartum hemorrhage occurred in 47% of cases. Blood product transfusions were given in 95% of cases, including cryoprecipitate (89% of cases), fresh/frozen plasma (79%), platelets (68%), and red cells (63%). Placental histopathology was abnormal in 82%, with common findings being histiocytic intervillositis, perivillous fibrin deposition, and infarcts or necrosis. Among the 18 singleton pregnancies and 1 twin pregnancy, there were 13 live newborns (65%) and 7 stillbirths (35%). Among liveborn neonates, 5-minute Apgar score was ≤5 in 54%, and among cases with umbilical cord blood gases, pH ≤7.1 was found in 78% and base deficit ≥10 mEq/L in 75%. Positive COVID-19 tests were found in 62% of liveborn infants. CONCLUSION Clinicians should be alert to the possibility of disseminated intravascular coagulation when a COVID-19 patient complains of decreased fetal movement in the early third trimester. If time allows, we recommend evaluation of coagulation studies and ordering of blood products for massive transfusion protocols before cesarean delivery if fetal tracing is nonreassuring.
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Affiliation(s)
| | - C. Andrew Combs
- Pediatrix Center for Research, Education, Quality, and Safety, Sunrise, FL
| | | | - Kimberly Maurel
- Pediatrix Center for Research, Education, Quality, and Safety, Sunrise, FL
| | - Reese Clark
- Pediatrix Center for Research, Education, Quality, and Safety, Sunrise, FL
| | - COVID-19 DIC in Pregnancy Study Group
- Obstetrix Medical Group of the Mountain States, Salt Lake City, UT
- Obstetrix Medical Group of Colorado, Denver, CO
- Pediatrix Center for Research, Education, Quality, and Safety, Sunrise, FL
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14
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Redline RW, Ravishankar S, Bagby C, Saab S, Zarei S. Diffuse and Localized SARS-CoV-2 Placentitis: Prevalence and Pathogenesis of an Uncommon Complication of COVID-19 Infection During Pregnancy. Am J Surg Pathol 2022; 46:1036-1047. [PMID: 35319524 PMCID: PMC9281407 DOI: 10.1097/pas.0000000000001889] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Coronavirus disease 2019 (COVID-19) infection in pregnancy has been associated with preterm delivery and preeclampsia. A less frequent and underrecognized complication is extensive placental infection which is associated with high rates of perinatal morbidity and mortality. The frequency, early pathogenesis, and range of lesions associated with this infection are poorly understood. We conducted a population-based study of placental pathology from all mothers with COVID-19 (n=271) over an 18-month period delivering within our health system. The overall prevalence of diffuse severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) placentitis, as defined by typical histology and immunohistochemical (IHC) staining for SARS-CoV-2 spike protein, was 14.8/1000, but increased to 59/1000 in preterm births. We also identified 3 cases with isolated small foci of localized SARS-CoV-2 placentitis, characterized by focal perivillous fibrin and intervillositis, which illustrate the early pathogenesis and suggest that infection may be contained in some cases. Two other placental lesions were more common in mothers with COVID-19, high-grade maternal vascular malperfusion in preterm deliveries and high-grade chronic villitis at term (5/5 cases tested of the latter were negative by IHC for SARS-CoV-2). Additional investigation of diffuse and localized SARS-CoV-2 placentitis by IHC showed loss of BCL-2, C4d staining in surrounding villi, and an early neutrophil-predominant intervillous infiltrate that later became dominated by monocyte-macrophages. We propose a model of focal infection of syncytiotrophoblast by virally infected maternal leukocytes leading to loss of BCL-2 and apoptosis. Infection is then either contained by surrounding fibrinoid (localized) or initiates waves of aponecrosis and immune activation that spread throughout the villous parenchyma (diffuse).
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Affiliation(s)
- Raymond W. Redline
- Department of Pathology, University Hospitals Cleveland Medical Center
- Departments of Pathology
- Reproductive Biology, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Sanjita Ravishankar
- Department of Pathology, University Hospitals Cleveland Medical Center
- Departments of Pathology
| | - Christina Bagby
- Department of Pathology, University Hospitals Cleveland Medical Center
- Departments of Pathology
| | - Shahrazad Saab
- Department of Pathology, University Hospitals Cleveland Medical Center
- Departments of Pathology
| | - Shabnam Zarei
- Department of Pathology, University Hospitals Cleveland Medical Center
- Departments of Pathology
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15
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Chen S, Shenoy A. Placental Pathology and the Developing Brain. Semin Pediatr Neurol 2022; 42:100975. [PMID: 35868734 DOI: 10.1016/j.spen.2022.100975] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 04/14/2022] [Accepted: 04/15/2022] [Indexed: 11/19/2022]
Abstract
Abnormal neurodevelopmental outcomes are associated with multiple factors including prematurity, intrauterine infection, maternal comorbidities as well as fetal anomalies. Within the past decade, new standardized terminology in placental pathology has emerged, emphasizing the current understanding of processes that play a role in placental dysfunction. Factors playing a major role in the abnormal development of the placenta include abnormalities in blood flow and perfusion of the fetal and maternal compartments of the placenta termed fetal vascular malperfusion and maternal vascular malperfusion, respectively. Concepts reviewed include massive perivillous fibrin deposition, chronic villitis, meconium-associated injury as well as chorioamnionitis. Each have a temporal effect on the placental vascular tree and may reflect an altered maternal inflammatory response. In this article we highlight pathologic placental findings which when present can serve to explain, at least in part, altered neurodevelopment in the child, adolescent and adult. Lesions with a propensity for recurrence in future pregnancies are discussed.
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Affiliation(s)
- Sonja Chen
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus OH.
| | - Archana Shenoy
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus OH
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16
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Cornish EF, McDonnell T, Williams DJ. Chronic Inflammatory Placental Disorders Associated With Recurrent Adverse Pregnancy Outcome. Front Immunol 2022; 13:825075. [PMID: 35529853 PMCID: PMC9072631 DOI: 10.3389/fimmu.2022.825075] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 03/29/2022] [Indexed: 12/11/2022] Open
Abstract
Chronic inflammatory placental disorders are a group of rare but devastating gestational syndromes associated with adverse pregnancy outcome. This review focuses on three related conditions: villitis of unknown etiology (VUE), chronic histiocytic intervillositis (CHI) and massive perivillous fibrin deposition (MPFD). The hallmark of these disorders is infiltration of the placental architecture by maternal immune cells and disruption of the intervillous space, where gas exchange between the mother and fetus occurs. Currently, they can only be detected through histopathological examination of the placenta after a pregnancy has ended. All three are associated with a significant risk of recurrence in subsequent pregnancies. Villitis of unknown etiology is characterised by a destructive infiltrate of maternal CD8+ T lymphocytes invading into the chorionic villi, combined with activation of fetal villous macrophages. The diagnosis can only be made when an infectious aetiology has been excluded. VUE becomes more common as pregnancy progresses and is frequently seen with normal pregnancy outcome. However, severe early-onset villitis is usually associated with fetal growth restriction and recurrent pregnancy loss. Chronic histiocytic intervillositis is characterised by excessive accumulation of maternal CD68+ histiocytes in the intervillous space. It is associated with a wide spectrum of adverse pregnancy outcomes including high rates of first-trimester miscarriage, severe fetal growth restriction and late intrauterine fetal death. Intervillous histiocytes can also accumulate due to infection, including SARS-CoV-2, although this infection-induced intervillositis does not appear to recur. As with VUE, the diagnosis of CHI requires exclusion of an infectious cause. Women with recurrent CHI and their families are predisposed to autoimmune diseases, suggesting CHI may have an alloimmune pathology. This observation has driven attempts to prevent CHI with a wide range of maternal immunosuppression. Massive perivillous fibrin deposition is diagnosed when >25% of the intervillous space is occupied by fibrin, and is associated with fetal growth restriction and late intrauterine fetal death. Although not an inflammatory disorder per se, MPFD is frequently seen in association with both VUE and CHI. This review summarises current understanding of the prevalence, diagnostic features, clinical consequences, immune pathology and potential prophylaxis against recurrence in these three chronic inflammatory placental syndromes.
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Affiliation(s)
- Emily F. Cornish
- Elizabeth Garrett Anderson Institute for Women’s Health, Department of Maternal and Fetal Medicine, University College London, London, United Kingdom,*Correspondence: Emily F. Cornish,
| | - Thomas McDonnell
- Faculty of Engineering Science, Department of Biochemical Engineering, University College London, London, United Kingdom
| | - David J. Williams
- Elizabeth Garrett Anderson Institute for Women’s Health, Department of Maternal and Fetal Medicine, University College London, London, United Kingdom
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17
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Lampi K, Papadogiannakis N, Sirotkina M, Pettersson K, Ajne G. Massive perivillous fibrin deposition of the placenta and pregnancy outcome: A retrospective observational study. Placenta 2022; 117:213-218. [DOI: 10.1016/j.placenta.2021.12.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 11/10/2021] [Accepted: 12/09/2021] [Indexed: 01/05/2023]
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18
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Tjon JK, Lakeman P, van Leeuwen E, Waisfisz Q, Weiss MM, Tan-Sindhunata GMB, Nikkels PGJ, van der Voorn PJP, Salomons GS, Burchell GL, Linskens IH, van der Knoop BJ, de Vries JIP. Fetal akinesia deformation sequence and massive perivillous fibrin deposition resulting in fetal death in six fetuses from one consanguineous couple, including literature review. Mol Genet Genomic Med 2021; 9:e1827. [PMID: 34636181 PMCID: PMC8606203 DOI: 10.1002/mgg3.1827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 09/02/2021] [Accepted: 09/16/2021] [Indexed: 12/02/2022] Open
Abstract
Background Massive perivillous fibrin deposition (MPFD) is associated with adverse pregnancy outcomes and is mainly caused by maternal factors with limited involvement of fetal or genetic causes. We present one consanguineous couple with six fetuses developing Fetal Akinesia Deformation Sequence (FADS) and MPFD, with a possible underlying genetic cause. This prompted a literature review on prevalence of FADS and MPFD. Methods Fetal ultrasound examination, motor assessment, genetic testing, postmortem examination, and placenta histology are presented (2009–2019). Literature was reviewed for the association between congenital anomalies and MPFD. Results All six fetuses developed normally during the first trimester. Thereafter, growth restriction, persistent flexed position, abnormal motility, and contractures in 4/6, consistent with FADS occurred. All placentas showed histologically confirmed MPFD. Genetic analyses in the five available cases showed homozygosity for two variants of unknown significance in two genes, VARS1 (OMIM*192150) and ABCF1 (OMIM*603429). Both parents are heterozygous for these variants. From 63/1999 manuscripts, 403 fetal outcomes were mobilized. In 14/403 fetuses, congenital abnormalities in association with MPFD were seen of which two fetuses with contractures/FADS facial anomalies. Conclusion The low prevalence of fetal contractures/FADS facial anomalies in association with MPFD in the literature review supports the possible fetal or genetic contribution causing FADS and MPFD in our family. This study with literature review supports the finding that fetal, fetoplacental, and/or genetic components may play a role in causing a part of MPFDs.
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Affiliation(s)
- Jill K Tjon
- Department of Obstetrics and Gynaecology, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Phillis Lakeman
- Department of Clinical Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Elisabeth van Leeuwen
- Department of Obstetrics and Gynaecology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Quinten Waisfisz
- Department of Clinical Genetics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Marjan M Weiss
- Department of Clinical Genetics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Gita M B Tan-Sindhunata
- Department of Clinical Genetics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Peter G J Nikkels
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | | | - Gajja S Salomons
- Laboratory Genetic Metabolic Diseases, Department of Clinical Chemistry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - George L Burchell
- Medical Library, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Ingeborg H Linskens
- Department of Obstetrics and Gynaecology, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Bloeme J van der Knoop
- Department of Obstetrics and Gynaecology, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Johanna I P de Vries
- Department of Obstetrics and Gynaecology, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Bouachba A, Allias F, Nadaud B, Massardier J, Mekki Y, Bouscambert Duchamp M, Fourniere BDLA, Huissoud C, Trecourt A, Collardeau-Frachon S. Placental lesions and SARS-Cov-2 infection: Diffuse placenta damage associated to poor fetal outcome. Placenta 2021; 112:97-104. [PMID: 34329973 PMCID: PMC8280612 DOI: 10.1016/j.placenta.2021.07.288] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 06/29/2021] [Accepted: 07/14/2021] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Pregnant women with covid-19 are more likely to experience preterm birth. The virus seems to be associated with a wide range of placental lesions, none of them specific. METHOD We collected cases of Covid-19 maternal infection during pregnancy associated with poor pregnancy outcomes, for which we received the placenta. We studied clinical data and described pathological findings of placenta and post-mortem examination of fetuses. We performed an immunohistochemical study and RT-PCR of SARS-Cov-2 on placenta samples. RESULTS We report 5 cases of poor fetal outcome, 3 fetal deaths and 2 extreme premature neonates, one with growth restriction, without clinical and biological sign of SARS-Cov-2 infection. All placenta presented massive perivillous fibrin deposition and large intervillous thrombi associated with strong SARS-Cov-2 expression in trophoblast and SARS-CoV-2 PCR positivity in amniotic fluid or on placenta samples. Chronic histiocytic intervillositis was present in 4/5 cases. Placental ultrasound was abnormal and the sFLT1-PIGF ratio was increased in one case. Timing between mothers' infection and the poor fetal outcome was ≤10 days in 4 cases. The massive placental damage are directly induced by the virus whose receptors are expressed on trophoblast, leading to trophoblast necrosis and massive inflammation in villous chamber, in a similar way it occurs in diffuse alveolar damage in adults infected by SARS-Cov-2. DISCUSSION SARS-Cov-2 can be associated to a rare set of placental lesions which can lead to fetal demise, preterm birth, or growth restriction. Stronger surveillance of mothers infected by SARS-Cov-2 is required.
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Affiliation(s)
- Amine Bouachba
- Institut de Pathologie Multisite des Hospices Civils de Lyon, 69677, Bron Cedex, Lyon, France; SOFFOET-Société Française de Fœtopathologie, 75014, Paris, France.
| | - Fabienne Allias
- SOFFOET-Société Française de Fœtopathologie, 75014, Paris, France; Institut de Pathologie, Centre hospitalier Lyon Sud, Hospices Civils de Lyon, 69495, Pierre Bénite, Lyon, France
| | - Beatrice Nadaud
- Institut de Pathologie Multisite des Hospices Civils de Lyon, 69677, Bron Cedex, Lyon, France; SOFFOET-Société Française de Fœtopathologie, 75014, Paris, France
| | - Jerome Massardier
- SOFFOET-Société Française de Fœtopathologie, 75014, Paris, France; Service de gynécologie-obstétrique de l'Hôpital Femme-Mère-Enfant, Hospices Civils de Lyon, 69677, Bron Cedex, Lyon, France
| | - Yahia Mekki
- Institut des Agents Infectieux des Hospices Civils de Lyon, Service de Virologie, 69004, Lyon, France
| | - Maude Bouscambert Duchamp
- Institut des Agents Infectieux des Hospices Civils de Lyon, Service de Virologie, 69004, Lyon, France
| | - Benoit De LA Fourniere
- Service de Gynécologie-obstétrique de La Croix-Rousse, Hospices Civils de Lyon, 69004, Lyon, France
| | - Cyril Huissoud
- Service de Gynécologie-obstétrique de La Croix-Rousse, Hospices Civils de Lyon, 69004, Lyon, France; Université Claude Bernard Lyon 1, Faculté de Médecine Lyon Est, 69008, France
| | - Alexis Trecourt
- Institut de Pathologie Multisite des Hospices Civils de Lyon, 69677, Bron Cedex, Lyon, France
| | - Sophie Collardeau-Frachon
- Institut de Pathologie Multisite des Hospices Civils de Lyon, 69677, Bron Cedex, Lyon, France; SOFFOET-Société Française de Fœtopathologie, 75014, Paris, France; Université Claude Bernard Lyon 1, Faculté de Médecine Lyon Est, 69008, France
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