1
|
Diez-Ahijado L, Cilleros-Portet A, Fernández-Jimenez N, Fernández MF, Guxens M, Julvez J, Llop S, Lopez-Espinosa MJ, Subiza-Pérez M, Lozano M, Ibarluzea J, Sunyer J, Bustamante M, Cosin-Tomas M. Evaluating the association between placenta DNA methylation and cognitive functions in the offspring. Transl Psychiatry 2024; 14:383. [PMID: 39304652 DOI: 10.1038/s41398-024-03094-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 08/31/2024] [Accepted: 09/04/2024] [Indexed: 09/22/2024] Open
Abstract
The placenta plays a crucial role in protecting the fetus from environmental harm and supports the development of its brain. In fact, compromised placental function could predispose an individual to neurodevelopmental disorders. Placental epigenetic modifications, including DNA methylation, could be considered a proxy of placental function and thus plausible mediators of the association between intrauterine environmental exposures and genetics, and childhood and adult mental health. Although neurodevelopmental disorders such as autism spectrum disorder have been investigated in relation to placenta DNA methylation, no studies have addressed the association between placenta DNA methylation and child's cognitive functions. Thus, our goal here was to investigate whether the placental DNA methylation profile measured using the Illumina EPIC array is associated with three different cognitive domains (namely verbal score, perceptive performance score, and general cognitive score) assessed by the McCarthy Scales of Children's functions in childhood at age 4. To this end, we conducted epigenome-wide association analyses, including data from 255 mother-child pairs within the INMA project, and performed a follow-up functional analysis to help the interpretation of the findings. After multiple-testing correction, we found that methylation at 4 CpGs (cg1548200, cg02986379, cg00866476, and cg14113931) was significantly associated with the general cognitive score, and 2 distinct differentially methylated regions (DMRs) (including 27 CpGs) were significantly associated with each cognitive dimension. Interestingly, the genes annotated to these CpGs, such as DAB2, CEP76, PSMG2, or MECOM, are involved in placenta, fetal, and brain development. Moreover, functional enrichment analyses of suggestive CpGs (p < 1 × 10-4) revealed gene sets involved in placenta development, fetus formation, and brain growth. These findings suggest that placental DNA methylation could be a mechanism contributing to the alteration of important pathways in the placenta that have a consequence on the offspring's brain development and cognitive function.
Collapse
Affiliation(s)
- Laia Diez-Ahijado
- ISGlobal, Institute for Global Health, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - Ariadna Cilleros-Portet
- Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country (UPV/EHU) and Biocruces-Bizkaia Health Research Institute, Basque Country, Spain
| | - Nora Fernández-Jimenez
- Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country (UPV/EHU) and Biocruces-Bizkaia Health Research Institute, Basque Country, Spain
| | - Mariana F Fernández
- CIBER Epidemiología y Salud Pública, Madrid, Spain
- University of Granada, Biomedical Research Centre, Instituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain
| | - Monica Guxens
- ISGlobal, Institute for Global Health, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Jordi Julvez
- ISGlobal, Institute for Global Health, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
- Clinical and Epidemiological Neuroscience, Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Sabrina Llop
- CIBER Epidemiología y Salud Pública, Madrid, Spain
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Public Health, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain
| | - Maria-Jose Lopez-Espinosa
- CIBER Epidemiología y Salud Pública, Madrid, Spain
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Public Health, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain
- Faculty of Nursing and Chiropody, University of Valencia, Valencia, Spain
| | - Mikel Subiza-Pérez
- CIBER Epidemiología y Salud Pública, Madrid, Spain
- Department of Clinical and Health Psychology and Research Methods, University of the Basque Country UPV/EHU, Avenida Tolosa 70, 20018, Donostia-San Sebastián, Spain
- Bradford Institute for Health Research, Temple Bank House, Bradford Royal Infirmary, Duckworth Lane, BD9 6RJ, Bradford, UK
- Biodonostia Health Research Institute, Group of Environmental Epidemiology and Child Development, Paseo Doctor Begiristain s/n, 20014, Donostia- San Sebastián, Spain
| | - Manuel Lozano
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Public Health, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain
- Preventive Medicine and Public Health, Food Sciences, Toxicology and Forensic Medicine Department, Universitat de València, Valencia, Spain
| | - Jesus Ibarluzea
- CIBER Epidemiología y Salud Pública, Madrid, Spain
- Biodonostia Health Research Institute, Group of Environmental Epidemiology and Child Development, Paseo Doctor Begiristain s/n, 20014, Donostia- San Sebastián, Spain
- Ministry of Health of the Basque Government, Sub-Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
| | - Jordi Sunyer
- ISGlobal, Institute for Global Health, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - Mariona Bustamante
- ISGlobal, Institute for Global Health, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - Marta Cosin-Tomas
- ISGlobal, Institute for Global Health, Barcelona, Spain.
- Universitat Pompeu Fabra (UPF), Barcelona, Spain.
- CIBER Epidemiología y Salud Pública, Madrid, Spain.
| |
Collapse
|
2
|
Penteado MP, Grandi C, Rodrigues LDS, Cardoso VC. Association between placental efficiency with anthropometry and nutritional phenotypes in full-term newborns from the 2010/2011 BRISA birth cohort. J Pediatr (Rio J) 2024; 100:377-383. [PMID: 38346677 PMCID: PMC11331232 DOI: 10.1016/j.jped.2023.11.011] [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: 08/10/2023] [Revised: 11/09/2023] [Accepted: 11/10/2023] [Indexed: 03/19/2024] Open
Abstract
OBJECTIVE To study the association between placental efficiency with anthropometry and nutritional phenotypes in full-term newborns from a birth cohort. METHOD This was a secondary cross-sectional analysis of data obtained in a cohort study (Brazilian RibeirãoPreto and São Luís Birth Cohort Studies - BRISA), whose deliveries were performed between 2010 and 2011. Standardized questionnaires were applied to mothers, and placentas and newborns were evaluated shortly after delivery. Placental efficiency was assessed using the ratio between birth weight and placental weight (BW/PW ratio); values below the lower quartile (25th percentile for gestational age) were considered to have low placental efficiency. Newborn phenotypes were small and large for gestational age, stunted and wasted, evaluated using the INTERGROWTH-21 growth standard. To identify the confounding variables theoretical model was constructed using Directed Acyclic Graphs, and unadjusted and adjusted logistic regression were performed. Placental measurements were obtained blindly from pregnancy and delivery data. RESULTS 723 mother-placenta-child triads were studied. 3.2 % of newborns were small-for-gestational-age (SGA), 6.5 %large-for-gestational-age (LGA), 5.7 %had stunting, and 0.27 % wasting. A significantly higher risk was found between low placental efficiency and SGA (OR 2.82;95 % CI 1.05-7.57), stunting (OR 2.23; 95 % CI 1.07-4.65), and wasting (OR 8.22; 95 % CI 1.96-34.37). No relationship was found between LGA and placental efficiency. CONCLUSIONS Low placental efficiency was associated with increased risk for small-for-gestational-age, stunting, and wasting. Placental morphometry can provide valuable information on intrauterine conditions and neonatal health, helping to identify newborns at higher risk of future comorbidities.
Collapse
Affiliation(s)
- Marina Papa Penteado
- Universidade de São Paulo (USP), Hospital das Clínicas de Ribeirão Preto (HCRP), HC Criança, Ribeirão Preto, SP, Brazil.
| | - Carlos Grandi
- Sociedade Argentina de Pediatria, Comissão de Pesquisa, Buenos Aires, Argentina
| | | | - Viviane Cunha Cardoso
- Universidade de São Paulo (USP), Faculdade de Medicina de Ribeirão Preto (FMRP), Departamento de Puericultura e Pediatria, Ribeirão Preto, SP, Brazil
| |
Collapse
|
3
|
Adamo KB, Goudreau AD, Corson AE, MacDonald ML, O'Rourke N, Tzaneva V. Physically active pregnancies: Insights from the placenta. Physiol Rep 2024; 12:e16104. [PMID: 38872466 PMCID: PMC11176744 DOI: 10.14814/phy2.16104] [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: 02/01/2024] [Revised: 05/03/2024] [Accepted: 05/20/2024] [Indexed: 06/15/2024] Open
Abstract
Physical activity (PA) positively influences pregnancy, a critical period for health promotion, and affects placental structure and function in ways previously overlooked. Here, we summarize the current body of literature examining the association between PA, placenta biology, and physiology while also highlighting areas where gaps in knowledge exist. PA during pregnancy induces metabolic changes, influencing nutrient availability and transporter expression in the placenta. Hormones and cytokines secreted during PA contribute to health benefits, with intricate interactions in pro- and anti-inflammatory markers. Extracellular vesicles and placental "-omics" data suggest that gestational PA can shape placental biology, affecting gene expression, DNA methylation, metabolite profiles, and protein regulation. However, whether cytokines that respond to PA alter placental proteomic profiles during pregnancy remains to be elucidated. The limited research on placenta mitochondria of physically active gestational parents (gesP), has shown improvements in mitochondrial DNA and antioxidant capacity, but the relationship between PA, placental mitochondrial dynamics, and lipid metabolism remains unexplored. Additionally, PA influences the placenta-immune microenvironment, angiogenesis, and may confer positive effects on neurodevelopment and mental health through placental changes, vascularization, and modulation of brain-derived neurotrophic factor. Ongoing exploration is crucial for unraveling the multifaceted impact of PA on the intricate placental environment.
Collapse
Affiliation(s)
- Kristi B Adamo
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario, Canada
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Alexandra D Goudreau
- Department of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | - Abbey E Corson
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario, Canada
| | - Meaghan L MacDonald
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario, Canada
| | - Nicholas O'Rourke
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario, Canada
| | - Velislava Tzaneva
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario, Canada
| |
Collapse
|
4
|
Adibi JJ, Zhao Y, Koistinen H, Mitchell RT, Barrett ES, Miller R, O'Connor TG, Xun X, Liang HW, Birru R, Smith M, Moog NK. Molecular pathways in placental-fetal development and disruption. Mol Cell Endocrinol 2024; 581:112075. [PMID: 37852527 PMCID: PMC10958409 DOI: 10.1016/j.mce.2023.112075] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 09/11/2023] [Accepted: 09/24/2023] [Indexed: 10/20/2023]
Abstract
The first trimester of pregnancy ranks high in priority when minimizing harmful exposures, given the wide-ranging types of organogenesis occurring between 4- and 12-weeks' gestation. One way to quantify potential harm to the fetus in the first trimester is to measure a corollary effect on the placenta. Placental biomarkers are widely present in maternal circulation, cord blood, and placental tissue biopsied at birth or at the time of pregnancy termination. Here we evaluate ten diverse pathways involving molecules expressed in the first trimester human placenta based on their relevance to normal fetal development and to the hypothesis of placental-fetal endocrine disruption (perturbation in development that results in abnormal endocrine function in the offspring), namely: human chorionic gonadotropin (hCG), thyroid hormone regulation, peroxisome proliferator activated receptor protein gamma (PPARγ), leptin, transforming growth factor beta, epiregulin, growth differentiation factor 15, small nucleolar RNAs, serotonin, and vitamin D. Some of these are well-established as biomarkers of placental-fetal endocrine disruption, while others are not well studied and were selected based on discovery analyses of the placental transcriptome. A literature search on these biomarkers summarizes evidence of placenta-specific production and regulation of each biomarker, and their role in fetal reproductive tract, brain, and other specific domains of fetal development. In this review, we extend the theory of fetal programming to placental-fetal programming.
Collapse
Affiliation(s)
- Jennifer J Adibi
- Department of Epidemiology, University of Pittsburgh School of Public Health, USA; Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Yaqi Zhao
- St. Jude's Research Hospital, Memphis, TN, USA
| | - Hannu Koistinen
- Department of Clinical Chemistry, University of Helsinki, Helsinki, Finland
| | - Rod T Mitchell
- Department of Paediatric Endocrinology, Royal Hospital for Children and Young People, Edinburgh BioQuarter, Edinburgh, UK
| | - Emily S Barrett
- Environmental and Population Health Bio-Sciences, Rutgers University School of Public Health, Piscataway, NJ, USA
| | - Richard Miller
- Department of Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, NY, USA
| | - Thomas G O'Connor
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Xiaoshuang Xun
- Department of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Hai-Wei Liang
- Department of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Rahel Birru
- Department of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Megan Smith
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nora K Moog
- Department of Medical Psychology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| |
Collapse
|
5
|
Gomez Ribot D, Diaz E, Fazio MV, Gómez HL, Careaga V, Maier M, Macchi SB, Gresta CA, Capobianco E, Jawerbaum A. Metabolic and molecular effects of dietary extra virgin olive oil in blood and placenta of women with GDM. Front Endocrinol (Lausanne) 2023; 14:1219276. [PMID: 37654560 PMCID: PMC10465367 DOI: 10.3389/fendo.2023.1219276] [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: 05/08/2023] [Accepted: 07/10/2023] [Indexed: 09/02/2023] Open
Abstract
Gestational diabetes mellitus (GDM) increases the risks of maternal, placental, and neonatal complications. Previously, we found that a diet enriched in extra virgin olive oil (EVOO) prevents increased maternal triglyceridemia and placental proinflammatory markers in a cohort of GDM patients. The aim of this work was to evaluate maternal circulating markers of insulin resistance, placental collagen, glycogen and lipid levels, and placental levels of proteins, mRNAs, and a microRNA involved in the endocytic pathway in the same cohort of control women and women with GDM who received or did not receive a diet enriched in EVOO (36 g/day) from weeks 24 to 28 of pregnancy until term. Results At term, the TG/HDL cholesterol ratio, fatty acid binding protein 4 circulating levels, and maternal BMI were increased in the GDM patients, alterations prevented by the maternal diet enriched in EVOO. Although there were no changes in placental lipid levels and lipid profile, GDM placentas were thicker than controls and showed increased glycogen and collagen content, alterations prevented by the EVOO enriched diet. GDM placentas showed increases in megalin levels, in the expression of several genes involved in the endocytic pathway, and in miR-199, which targets these genes, alterations prevented by the maternal diet enriched in EVOO. Conclusions We identified novel beneficial effects of an EVOO-enriched diet in GDM women, a diet capable of regulating maternal insulin resistance, the structure and metabolism of the placenta, and the placental endocytic pathway, suggesting effects that may be beneficial for fetal development.
Collapse
Affiliation(s)
- Dalmiro Gomez Ribot
- Facultad de Medicina, Universidad de Buenos Aires (UBA), Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) – Universidad de Buenos Aires (UBA), Laboratory of Reproduction and Metabolism, Centro de Estudios Farmacológicos y Botánicos (CEFYBO), Buenos Aires, Argentina
- Department of Obstetrics, Hospital General de Agudos Dr. Ignacio Pirovano, Buenos Aires, Argentina
| | - Esteban Diaz
- Department of Obstetrics, Hospital General de Agudos Dr. Ignacio Pirovano, Buenos Aires, Argentina
| | - María Victoria Fazio
- Department of Obstetrics, Hospital General de Agudos Dr. Ignacio Pirovano, Buenos Aires, Argentina
| | - Hebe Lorena Gómez
- Department of Obstetrics, Hospital General de Agudos Dr. Ignacio Pirovano, Buenos Aires, Argentina
| | - Valeria Careaga
- Unidad de Microanálisis y Métodos Físicos Aplicados a Química Orgánica (UMYMFOR) [Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)-Universidad de Buenos Aires (UBA)], Department of Organic Chemistry, School of Exact and Natural Sciences, University of Buenos Aires, Buenos Aires, Argentina
| | - Marta Maier
- Unidad de Microanálisis y Métodos Físicos Aplicados a Química Orgánica (UMYMFOR) [Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)-Universidad de Buenos Aires (UBA)], Department of Organic Chemistry, School of Exact and Natural Sciences, University of Buenos Aires, Buenos Aires, Argentina
| | - Silvia Beatriz Macchi
- Department of Obstetrics, Hospital General de Agudos Dr. Ignacio Pirovano, Buenos Aires, Argentina
| | - Carlos Alberto Gresta
- Department of Obstetrics, Hospital General de Agudos Dr. Ignacio Pirovano, Buenos Aires, Argentina
| | - Evangelina Capobianco
- Facultad de Medicina, Universidad de Buenos Aires (UBA), Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) – Universidad de Buenos Aires (UBA), Laboratory of Reproduction and Metabolism, Centro de Estudios Farmacológicos y Botánicos (CEFYBO), Buenos Aires, Argentina
| | - Alicia Jawerbaum
- Facultad de Medicina, Universidad de Buenos Aires (UBA), Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) – Universidad de Buenos Aires (UBA), Laboratory of Reproduction and Metabolism, Centro de Estudios Farmacológicos y Botánicos (CEFYBO), Buenos Aires, Argentina
| |
Collapse
|
6
|
Roberts DJ, Baergen RN, Boyd TK, Carreon CK, Duncan VE, Ernst LM, Faye-Petersen OM, Folkins AK, Hecht JL, Heerema-McKenney A, Heller DS, Linn RL, Polizzano C, Ravishankar S, Redline RW, Salafia CM, Torous VF, Castro EC. Criteria for placental examination for obstetrical and neonatal providers. Am J Obstet Gynecol 2022; 228:497-508.e4. [PMID: 36549567 DOI: 10.1016/j.ajog.2022.12.017] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 11/28/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022]
Abstract
Pathologic examination of the placenta can provide insight into likely (and unlikely) causes of antepartum and intrapartum events, diagnoses with urgent clinical relevance, prognostic information for mother and infant, support for practice evaluation and improvement, and insight into advancing the sciences of obstetrics and neonatology. Although it is true that not all placentas require pathologic examination (although alternative opinions have been expressed), prioritization of placentas for pathologic examination should be based on vetted indications such as maternal comorbidities or pregnancy complications in which placental pathology is thought to be useful for maternal or infant care, understanding pathophysiology, or practice modifications. Herein we provide placental triage criteria for the obstetrical and neonatal provider based on publications and expert opinion of 16 placental pathologists and a pathologists' assistant, formulated using a modified Delphi approach. These criteria include indications in which placental pathology has clinical relevance, such as pregnancy loss, maternal infection, suspected abruption, fetal growth restriction, preterm birth, nonreassuring fetal heart testing requiring urgent delivery, preeclampsia with severe features, or neonates with early evidence of multiorgan system failure including neurologic compromise. We encourage a focused gross examination by the provider or an attendant at delivery for all placentas and provide guidance for this examination. We recommend that any placenta that is abnormal on gross examination undergo a complete pathology examination. In addition, we suggest practice criteria for placental pathology services, including a list of critical values to be used by the relevant provider. We hope that these sets of triage indications, criteria, and practice suggestions will facilitate appropriate submission of placentas for pathologic examination and improve its relevance to clinical care.
Collapse
Affiliation(s)
- Drucilla J Roberts
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX.
| | - Rebecca N Baergen
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Theonia K Boyd
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Chrystalle Katte Carreon
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Virginia E Duncan
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Linda M Ernst
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Ona M Faye-Petersen
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Ann K Folkins
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Jonathon L Hecht
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Amy Heerema-McKenney
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Debra S Heller
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Rebecca L Linn
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Carolyn Polizzano
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Sanjita Ravishankar
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Raymond W Redline
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Carolyn M Salafia
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Vanda F Torous
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| | - Eumenia C Castro
- Massachusetts General Hospital Department of Pathology and Harvard Medical School, Boston, MA; Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY; Texas Children's Hospital Department of Pathology, Houston, TX; Boston's Children's Hospital Department of Pathology and Harvard Medical School, Boston, MA; University of Alabama at Birmingham Department of Pathology, Division of Women's Health, Birmingham, AL; NorthShore University Health System, Department of Pathology, Evanston, IL; Heersink School of Medicine, University of Alabama at Birmingham, Departments of Pathology and Obstetrics and Gynecology, Birmingham, AL; Stanford Healthcare Department of Pathology and Stanford University, Stanford, CA; Beth Israel Deaconess Medical Center Department of Pathology and Harvard Medical School, Boston, MA; Cleveland Clinic, Cleveland, OH; Rutgers-New Jersey Medical School, Newark, NJ; Children's Hospital of Philadelphia, Department of Pathology, Philadelphia, PA; MidState Medical Center Department of Pathology, Meriden, CT; Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center Department of Pathology, Cleveland, OH; Case Western Reserve University School of Medicine Departments of Pathology and Reproductive Biology and University Hospitals Cleveland Medical Center, Cleveland, OH; Placental Analytics LLC, New Rochelle, NY; Texas Children's Hospital and Baylor College of Medicine, Department of Pathology, Houston, TX
| |
Collapse
|
7
|
Zhong C, Shah R, Rando J, Park B, Girardi T, Walker CK, Croen LA, Fallin MD, Hertz-Picciotto I, Lee BK, Schmidt RJ, Volk HE, Newschaffer CJ, Salafia CM, Lyall K. Placental morphology in association with autism-related traits in the EARLI study. BMC Pregnancy Childbirth 2022; 22:525. [PMID: 35764940 PMCID: PMC9241175 DOI: 10.1186/s12884-022-04851-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 05/09/2022] [Indexed: 01/24/2023] Open
Abstract
Background In prior work we observed differences in morphology features in placentas from an autism-enriched cohort as compared to those from a general population sample. Here we sought to examine whether these differences associate with ASD-related outcomes in the child. Methods Participants (n = 101) were drawn from the Early Autism Risk Longitudinal Investigation (EARLI), a cohort following younger siblings of children with autism spectrum disorder (ASD). ASD-related outcomes, including the Social Responsiveness Scale (SRS), Mullen Scales of Early Learning (MSEL) Early Learning Composite, and ASD diagnosis, were assessed at age 3. Crude and adjusted linear regression was used to examine associations between placental morphological features (parametrized continuously and in quartiles) and SRS and MSEL scores; comparisons by ASD case status were explored as secondary analyses due to the small number of cases (n = 20). Results In adjusted analyses, we observed a modest positive association between umbilical cord eccentricity, defined as the ratio of the maximum:minimum radius from the cord insertion point, and SRS scores (Beta = 1.68, 95%CI = 0.45, 2.9). Positive associations were also suggested between placental maximum thickness and cord centrality and SRS scores, though these were estimated with little precision. Associations between other placental morphological features and outcomes were not observed. Conclusions Our analyses suggested a potential association between umbilical cord features and ASD-related traits, of interest as non-central cord insertion may reflect reduced placenta efficiency. Future studies with larger sample sizes are needed to further examine these and other placental features in association with ASD-related outcomes. Supplementary Information The online version contains supplementary material available at 10.1186/s12884-022-04851-4.
Collapse
Affiliation(s)
- Caichen Zhong
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA, 19104, USA.
| | | | - Juliette Rando
- AJ Drexel Autism Institute, Drexel University, Philadelphia, PA, USA
| | - Bo Park
- Department of Public Health, California State University Fullerton, Fullerton, CA, USA
| | | | - Cheryl K Walker
- Department of Obstetrics and Gynecology, University of California Davis Health, Sacramento, CA, USA
| | - Lisa A Croen
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - M Daniele Fallin
- Department of Mental Health, Johns Hopkins University, Baltimore, MD, USA
| | - Irva Hertz-Picciotto
- Department of Public Health Sciences and the MIND Institute, School of Medicine, University of California Davis, Davis, CA, USA
| | - Brian K Lee
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA, 19104, USA
| | - Rebecca J Schmidt
- Department of Public Health Sciences and the MIND Institute, School of Medicine, University of California Davis, Davis, CA, USA
| | - Heather E Volk
- Department of Mental Health, Johns Hopkins University, Baltimore, MD, USA
| | - Craig J Newschaffer
- Department of Health and Human Development, Pennsylvania State University, University Park, PA, USA
| | | | - Kristen Lyall
- AJ Drexel Autism Institute, Drexel University, Philadelphia, PA, USA
| |
Collapse
|
8
|
de Seymour JV, Beck KL, Conlon CA, Jones MB, Colombo J, Xia YY, Han TL, Qi HB, Zhang H, Baker PN. An Investigation of the Relationship Between Dietary Patterns in Early Pregnancy and Maternal/Infant Health Outcomes in a Chinese Cohort. Front Nutr 2022; 9:775557. [PMID: 35529458 PMCID: PMC9075413 DOI: 10.3389/fnut.2022.775557] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 03/09/2022] [Indexed: 11/13/2022] Open
Abstract
Background Studies assessing links between maternal diet and pregnancy outcomes have focused predominantly on individual nutrients or foods. However, nutrients are typically consumed in combinations of foods or beverages (i.e., dietary patterns). Taking into account the diet as a whole appreciates that nutrient absorption and metabolism are influenced by other nutrients and the food matrix. Objective The aim of this study was to investigate the relationship between dietary pattern consumption in early pregnancy and pregnancy/infant outcomes, including gestational diabetes mellitus, gestational weight gain, preeclampsia, placental weight, gestational age at delivery, small-for-gestational-age, large-for-gestational-age, macrosomia, measures of infant body composition, and scores on two main indices of the Bayley Scales of Infant Development [Mental Development Index (MDI) and the Psychomotor Development Index (PDI)] at 12 months. Design Our study included 1,437 participants from a mother-infant cohort in Chongqing, China. Maternal diet was assessed using a 96-item food frequency questionnaire at 11–14 weeks gestation. Dietary patterns were constructed using principal component analysis. Multivariate regressions were performed to assess associations between maternal dietary pattern scores and pregnancy and infant outcomes, adjusting for confounders. Results Two dietary patterns were derived: a pattern high in pasta, sweetened beverages, and oils and condiments (PSO-based dietary pattern) and a pattern high in fish, poultry, and vegetables (FPV-based dietary pattern). Higher scores on the PSO-based dietary pattern were associated with lower infant standardized scores on the PDI of the Bayley Scales of Infant Development, β (95% confidence interval) = −1.276 (−2.392, −0.160); lower placental weight, β (95% CI) = −6.413 (−12.352g, −0.473); and higher infant's tricep skinfold thickness at 6 weeks of age. β (95% CI) = 0.279 (0.033, 0.526). Higher scores on the FPV-based dietary pattern were associated with higher gestational weight gain between visit 1 (11–14 week's gestation) and 3 (32–34 week's gestation). β (95% CI) = 25.612 (13.255, 37.969). No significant associations were observed between dietary pattern scores and the remaining pregnancy/infant outcomes investigated or MDI scores on the Bayley Scales of Infant Development. This was the first study to investigate the association between dietary patterns in early pregnancy and infant neurocognition in a Chinese cohort.
Collapse
Affiliation(s)
- Jamie V. de Seymour
- College of Health, Massey University, Auckland, New Zealand
- *Correspondence: Jamie V. de Seymour
| | | | | | | | - John Colombo
- Department of Psychology and Schiefelbusch Institute for Life Span Studies, University of Kansas, Lawrence, KS, United States
| | - Yin-Yin Xia
- School of Public Health and Management, Chongqing Medical University, Chongqing, China
- Yin-Yin Xia
| | - Ting-Li Han
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hong-Bo Qi
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hua Zhang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Philip N. Baker
- College of Life Sciences, University of Leicester, Leicester, United Kingdom
| |
Collapse
|
9
|
Bhattacharya A, Freedman AN, Avula V, Harris R, Liu W, Pan C, Lusis AJ, Joseph RM, Smeester L, Hartwell HJ, Kuban KCK, Marsit CJ, Li Y, O'Shea TM, Fry RC, Santos HP. Placental genomics mediates genetic associations with complex health traits and disease. Nat Commun 2022; 13:706. [PMID: 35121757 PMCID: PMC8817049 DOI: 10.1038/s41467-022-28365-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 12/15/2021] [Indexed: 01/09/2023] Open
Abstract
As the master regulator in utero, the placenta is core to the Developmental Origins of Health and Disease (DOHaD) hypothesis but is historically understudied. To identify placental gene-trait associations (GTAs) across the life course, we perform distal mediator-enriched transcriptome-wide association studies (TWAS) for 40 traits, integrating placental multi-omics from the Extremely Low Gestational Age Newborn Study. At [Formula: see text], we detect 248 GTAs, mostly for neonatal and metabolic traits, across 176 genes, enriched for cell growth and immunological pathways. In aggregate, genetic effects mediated by placental expression significantly explain 4 early-life traits but no later-in-life traits. 89 GTAs show significant mediation through distal genetic variants, identifying hypotheses for distal regulation of GTAs. Investigation of one hypothesis in human placenta-derived choriocarcinoma cells reveal that knockdown of mediator gene EPS15 upregulates predicted targets SPATA13 and FAM214A, both associated with waist-hip ratio in TWAS, and multiple genes involved in metabolic pathways. These results suggest profound health impacts of placental genomic regulation in developmental programming across the life course.
Collapse
Affiliation(s)
- Arjun Bhattacharya
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA.
- Institute for Quantitative and Computational Biosciences, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA.
| | - Anastasia N Freedman
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Vennela Avula
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Rebeca Harris
- Biobehavioral Laboratory, School of Nursing, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Weifang Liu
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Calvin Pan
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
| | - Aldons J Lusis
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
| | - Robert M Joseph
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Lisa Smeester
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA
- Institute for Environmental Health Solutions, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA
- Curriculum in Toxicology and Environmental Medicine, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Hadley J Hartwell
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Karl C K Kuban
- Department of Pediatrics, Division of Pediatric Neurology, Boston University Medical Center, Boston, MA, 02118, USA
| | - Carmen J Marsit
- Gangarosa Department of Environmental Health, Rollins School of Public Health Emory University, Atlanta, GA, 30322, USA
| | - Yun Li
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA
- Department of Genetics, University of North Carolina, Chapel Hill, NC, 27514, USA
- Department of Computer Science, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - T Michael O'Shea
- Department of Pediatrics, School of Medicine, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Rebecca C Fry
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA.
- Institute for Environmental Health Solutions, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA.
- Curriculum in Toxicology and Environmental Medicine, University of North Carolina, Chapel Hill, NC, 27514, USA.
| | - Hudson P Santos
- Biobehavioral Laboratory, School of Nursing, University of North Carolina, Chapel Hill, NC, 27514, USA.
- Institute for Environmental Health Solutions, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27514, USA.
| |
Collapse
|
10
|
O'Connor T, Best M, Brunner J, Ciesla AA, Cunning A, Kapula N, Kautz A, Khoury L, Macomber A, Meng Y, Miller RK, Murphy H, Salafia CM, Vallejo Sefair A, Serrano J, Barrett E. Cohort profile: Understanding Pregnancy Signals and Infant Development (UPSIDE): a pregnancy cohort study on prenatal exposure mechanisms for child health. BMJ Open 2021; 11:e044798. [PMID: 33795306 PMCID: PMC8021752 DOI: 10.1136/bmjopen-2020-044798] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 02/08/2021] [Accepted: 03/04/2021] [Indexed: 01/28/2023] Open
Abstract
PURPOSE Extensive research suggests that maternal prenatal distress is reliably related to perinatal and child health outcomes-which may persist into adulthood. However, basic questions remain regarding mechanisms involved. To better understand these mechanisms, we developed the Understanding Pregnancy Signals and Infant Development (UPSIDE) cohort study, which has several distinguishing features, including repeated assessments across trimesters, analysis of multiple biological pathways of interest, and incorporation of placental structure and function as mediators of child health outcomes. PARTICIPANTS Women with normal risk pregnancies were recruited at <14 weeks gestation. Study visits occurred in each trimester and included extensive psychological, sociodemographic, health behaviour and biospecimen collection. Placenta and cord blood were collected at birth. Child visits (ongoing) occur at birth and 1, 6, 12, 24, 36 and 48 months of age and use standard anthropometric, clinical, behavioural, biological and neuroimaging methods to assess child physical and neurodevelopment. FINDINGS TO DATE We recruited 326 pregnancies; 294 (90%) were retained through birth. Success rates for prenatal biospecimen collection were high across all trimesters (96%-99% for blood, 94%-97% for urine, 96%-99% for saliva, 96% of placentas, 88% for cord blood and 93% for buccal swab). Ninety-four per cent of eligible babies (n=277) participated in a birth examination; postnatal visits are ongoing. FUTURE PLANS The current phase of the study follows children through age 4 to examine child neurodevelopment and physical development. In addition, the cohort participates in the National Institutes of Health's Environmental influences on Child Health Outcomes programme, a national study of 50 000 families examining early environmental influences on perinatal outcomes, neurodevelopment, obesity and airway disease. Future research will leverage the rich repository of biological samples and clinical data to expand research on the mechanisms of child health outcomes in relation to environmental chemical exposures, genetics and the microbiome.
Collapse
Affiliation(s)
- Thomas O'Connor
- Psychiatry, University of Rochester, Rochester, New York, USA
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
- Neuroscience, University of Rochester Medical Center, Rochester, New York, USA
- Wynne Center for Family Research, University of Rochester Medical Center, Rochester, New York, USA
- Psychology, University of Rochester, Rochester, New York, USA
| | - Meghan Best
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
| | - Jessica Brunner
- Psychiatry, University of Rochester, Rochester, New York, USA
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
- School of Nursing, University of Rochester Medical Center, Rochester, New York, USA
| | | | - Allison Cunning
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
| | - Ntemena Kapula
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
- School of Nursing, University of Rochester Medical Center, Rochester, New York, USA
| | - Amber Kautz
- Public Health Sciences, University of Rochester Medical Center, Rochester, New York, USA
| | - Leena Khoury
- Psychiatry, University of Rochester, Rochester, New York, USA
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
| | - Allison Macomber
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
| | - Ying Meng
- School of Nursing, University of Rochester Medical Center, Rochester, New York, USA
| | - Richard K Miller
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
| | - Hannah Murphy
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
| | - Carolyn M Salafia
- Placental Modulation Laboratory, Institute for Basic Research in Developmental Disabilities, Staten Island, New York, USA
- Placental Analytics LLC, Larchmont, New York, USA
| | | | - Jishyra Serrano
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
| | - Emily Barrett
- Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, New York, USA
- Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA
- Environmental and Occupational Health Sciences Institute, Rutgers University, Piscataway, New Jersey, USA
| |
Collapse
|
11
|
Adibi JJ, Xun X, Zhao Y, Yin Q, LeWinn K, Bush NR, Panigrahy A, Peddada S, Alfthan H, Stenman UH, Tylavsky F, Koistinen H. Second-Trimester Placental and Thyroid Hormones Are Associated With Cognitive Development From Ages 1 to 3 Years. J Endocr Soc 2021; 5:bvab027. [PMID: 33928202 PMCID: PMC8064052 DOI: 10.1210/jendso/bvab027] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Indexed: 12/25/2022] Open
Abstract
Adequate maternal thyroid hormone (TH) is necessary for fetal brain development. The role of placental human chorionic gonadotropin (hCG) in ensuring the production of TH is less well understood. The objective of the study was to evaluate 1) associations of placental hCG and its subunits, and maternal TH in the second trimester, and 2) the single and joint effects of TH and placental hormones on cognitive development and communication at ages 1 and 3 years. Fifty individuals (5%) were selected from the CANDLE (Conditions Affecting Neurocognitive Development and Early Learning) pregnancy cohort in Memphis, Tennessee, with recruitment from 2006 to 2011, to equally represent male and female fetuses. Participants were 68% Black and 32% White. Hormones measured were maternal thyroid (thyrotropin [TSH] and free thyroxine [FT4]) and placental hormones (hCG, its hyperglycosylated form [hCG-h], and free - [hCG] and -subunits [hCG]) in maternal serum (17-28 weeks). The primary outcome measurement was the Bayley Scales of Infant and Toddler Development. All forms of hCG were negatively associated with FT4 and not associated with TSH. hCG was associated with cognitive development at age 1 year and jointly interacted with TSH to predict cognitive development at age 3 years. This pilot study added insight into the thyrotropic actions of hCG in the second trimester, and into the significance of this mechanism for brain development. More research is warranted to elucidate differences between hCG, hCG, and hCG-h in relation to TH regulation and child brain function.
Collapse
Affiliation(s)
- Jennifer J Adibi
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania 15261, USA
| | - Xiaoshuang Xun
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania 15261, USA
| | - Yaqi Zhao
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania 15261, USA
| | - Qing Yin
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania 15261, USA
| | - Kaja LeWinn
- University of California San Francisco, San Francisco, California 94143, USA
| | - Nicole R Bush
- University of California San Francisco, San Francisco, California 94143, USA
| | - Ashok Panigrahy
- UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania 15224, USA
| | - Shyamal Peddada
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania 15261, USA
| | - Henrik Alfthan
- HUSLAB, Helsinki University Hospital, 00290 Helsinki, Finland
| | - Ulf-Håkan Stenman
- University of Helsinki and Helsinki University Hospital, 00290 Helsinki, Finland
| | | | - Hannu Koistinen
- University of Helsinki and Helsinki University Hospital, 00290 Helsinki, Finland
| |
Collapse
|
12
|
O'Connor TG, Miller RK, Salafia C. Placental Studies for Child Development. CHILD DEVELOPMENT PERSPECTIVES 2019; 13:193-198. [PMID: 31413725 DOI: 10.1111/cdep.12338] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Research on children's psychological and behavioral development readily incorporates changing biological models and techniques. In this article, we suggest that, in response to increasing evidence of robust influences of prenatal exposures on children's neurodevelopment and mental and physical health, developmental science also needs to consider the placenta's role in development. We argue why placental mechanisms are plausible targets in developmental science, and suggest initial and practical steps toward integrating placenta markers and mechanisms into research on child development.
Collapse
|
13
|
Freedman AA, Hogue CJ, Marsit CJ, Rajakumar A, Smith AK, Goldenberg RL, Dudley DJ, Saade GR, Silver RM, Gibbins KJ, Stoll BJ, Bukowski R, Drews-Botsch C. Associations Between the Features of Gross Placental Morphology and Birthweight. Pediatr Dev Pathol 2019; 22:194-204. [PMID: 30012074 PMCID: PMC6335186 DOI: 10.1177/1093526618789310] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The placenta plays a critical role in regulating fetal growth. Recent studies suggest that there may be sex-specific differences in placental development. The purpose of our study was to evaluate the associations between birthweight and placental morphology in models adjusted for covariates and to assess sex-specific differences in these associations. We analyzed data from the Stillbirth Collaborative Research Network's population-based case-control study conducted between 2006 and 2008, which recruited cases of stillbirth and population-based controls in 5 states. Our analysis was restricted to singleton live births with a placental examination (n = 1229). Characteristics of placental morphology evaluated include thickness, surface area, difference in diameters, shape, and umbilical cord insertion site. We used linear regression to model birthweight as a function of placental morphology and covariates. Surface area had the greatest association with birthweight; a reduction in surface area of 83 cm2, which reflects the interquartile range, is associated with a 260.2-g reduction in birthweight (95% confidence interval, -299.9 to -220.6), after adjustment for other features of placental morphology and covariates. Reduced placental thickness was also associated with lower birthweight. These associations did not differ between males and females. Our results suggest that reduced placental thickness and surface area are independently associated with lower birthweight and that these relationships are not related to sex.
Collapse
Affiliation(s)
- Alexa A Freedman
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Carol J Hogue
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Carmen J Marsit
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Augustine Rajakumar
- Department of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia
| | - Alicia K Smith
- Department of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia
| | - Robert L Goldenberg
- Department of Obstetrics and Gynecology, Columbia University Medical Center, New York, New York
| | - Donald J Dudley
- Department of Obstetrics and Gynecology, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - George R Saade
- Department of Obstetrics and Gynecology, University of Texas Medical Branch, Galveston, Texas
| | - Robert M Silver
- Department of Obstetrics and Gynecology, School of Medicine, University of Utah, Salt Lake City, Utah
| | - Karen J Gibbins
- Department of Obstetrics and Gynecology, School of Medicine, University of Utah, Salt Lake City, Utah
| | - Barbara J Stoll
- McGovern Medical School, University of Texas Health Science Center, Houston, Texas
| | - Radek Bukowski
- Department of Women’s Health, Dell Medical School, University of Texas at Austin, Austin, Texas
| | - Carolyn Drews-Botsch
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| |
Collapse
|
14
|
de Angelis P, Miller RK, Darrah TH, Katzman PJ, Pressman EK, Kent TR, O'Brien KO. Elemental content of the placenta: A comparison between two high-risk obstetrical populations, adult women carrying multiples and adolescents carrying singletons. ENVIRONMENTAL RESEARCH 2017; 158:553-565. [PMID: 28715784 DOI: 10.1016/j.envres.2017.07.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Revised: 05/30/2017] [Accepted: 07/04/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND The placenta is responsible for the exchange of nutrients and for preventing harmful compounds from entering the fetal circulation. With increasing industrialization, exposures to commercial and toxic metals become a concern for both pregnant women and those planning a pregnancy. The understanding of transport mechanisms and pharmacokinetics for most inorganic elements is incomplete and limited to normal term deliveries. OBJECTIVES To obtain novel data on 46 inorganic elements in placentae from two high-risk obstetric populations, women carrying multiples and adolescents carrying singletons, evaluating differences, if present, and identifying predictors of placental content. METHODS Placental tissue was collected from adolescents carrying singletons and adults carrying multiples. Elemental content was analyzed using inductively coupled plasma-mass spectrometry (ICP-MS). Multivariate regression and factor analyses were used. RESULTS With the exception of Au and Pt, almost all placentae contained quantifiable concentrations of each element analyzed. All placentae contained the essential elements Ca, Fe, Mg, Se and Zn, which clustered together onto the same factor. Most elements were higher in placentae from women carrying multiples. Differences in placental content disappeared after adjusting for maternal age. Rare earth elements (REEs) clustered together and remained higher in the multiples even after adjusting for maternal age. CONCLUSION Human placentae contain a wide range of elements, including REEs. Ranges differed considerably between cohorts. Elements with similar chemical properties, like REEs or nutritionally essential elements, clustered together. Maternal age, and therefore longer environmental exposure, was significantly associated with elevated element concentrations in the placenta. Placental concentrations of several metals that are known to be nutritionally essential (e.g., Fe, Ca, Mg, and Zn) did not differ significantly between cohorts, suggesting tight regulation, whereas concentrations of environmental contaminants differed significantly between groups, even after adjusting for maternal age.
Collapse
Affiliation(s)
- Paolo de Angelis
- Dept. of Nutritional Sciences, Cornell University, Ithaca, NY, USA
| | - Richard K Miller
- Dept. of Obstetrics & Gynecology, University of Rochester School of Medicine & Dentistry, Rochester, NY, USA; Dept. of Pathology and Clinical Laboratory Medicine, University of Rochester School of Medicine & Dentistry, Rochester, NY, USA; Dept. of Environmental Medicine, University of Rochester School of Medicine & Dentistry, Rochester, NY, USA
| | - Thomas H Darrah
- School of Earth Science, The Ohio State University, Columbus, OH, USA
| | - Philip J Katzman
- Dept. of Pathology and Clinical Laboratory Medicine, University of Rochester School of Medicine & Dentistry, Rochester, NY, USA
| | - Eva K Pressman
- Dept. of Obstetrics & Gynecology, University of Rochester School of Medicine & Dentistry, Rochester, NY, USA
| | - Tera R Kent
- Dept. of Nutritional Sciences, Cornell University, Ithaca, NY, USA
| | | |
Collapse
|
15
|
The relationship between birth and placental weights changes with placental size. Early Hum Dev 2017; 111:56-59. [PMID: 28618274 DOI: 10.1016/j.earlhumdev.2017.05.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 04/14/2017] [Accepted: 05/26/2017] [Indexed: 02/01/2023]
|
16
|
Paquette AG, Houseman EA, Green BB, Lesseur C, Armstrong DA, Lester B, Marsit CJ. Regions of variable DNA methylation in human placenta associated with newborn neurobehavior. Epigenetics 2016; 11:603-13. [PMID: 27366929 DOI: 10.1080/15592294.2016.1195534] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
The placenta regulates the in utero environment and functionally impacts fetal development. Candidate gene studies identified variation in placental DNA methylation is associated with newborn neurologic and behavioral outcomes including movement quality, lethargic behavior, attention, and arousal. We sought to identify novel regions of variable DNA methylation associated with newborn attention, lethargy, quality of movement, and arousal by performing an epigenome-wide association study in 335 infants from a US birth cohort. Methylation status was quantified using the Illumina HumanMethylation450 BeadChip array and associations to newborn outcomes assessed by the NICU Network Neurobehavioral Scales (NNNS) were identified while incorporating established bioinformatics algorithms to control for confounding by cell type composition. Methylation of CpGs within FHIT (cg15970800) and ANKRD11 (cg16710656) demonstrated genome-wide significance (P < 1.8 × 10(-7)) in specific associations with infant attention. CpGs whose differential methylation was associated with all 4 neurobehavioral outcomes were common to 50 genes involved in biological processes relating to cellular adhesion and nervous system development. Comprehensive methylation profiling identified relationships between methylation of FHIT and ANKRD11, which have been previously linked to neurodevelopment and behavioral outcomes in genetic association studies. Subtle changes in DNA methylation of these genes within the placenta may impact normal variation of a newborn's ability to alter and track visual and auditory stimuli. Gene ontology analysis suggested that those genes with variable methylation related to these outcomes are over-represented in biological pathways involved in brain development and placental physiology, supportive of our hypothesis for a key role of the placenta in neurobehavioral outcomes.
Collapse
Affiliation(s)
- Alison G Paquette
- a Department of Pharmacology and Toxicology , Geisel School of Medicine at Dartmouth College , Hanover , NH , USA
| | - E Andres Houseman
- b School of Biological and Population Health Sciences , College of Public Health and Human Sciences, Oregon State University , Corvallis , OR , USA
| | - Benjamin B Green
- a Department of Pharmacology and Toxicology , Geisel School of Medicine at Dartmouth College , Hanover , NH , USA
| | - Corina Lesseur
- a Department of Pharmacology and Toxicology , Geisel School of Medicine at Dartmouth College , Hanover , NH , USA
| | - David A Armstrong
- a Department of Pharmacology and Toxicology , Geisel School of Medicine at Dartmouth College , Hanover , NH , USA
| | - Barry Lester
- c Department of Pediatrics , Center for the Study of Children at Risk, Women and Infants Hospital, Warren Alpert Medical School of Brown University , Providence , RI , USA
| | - Carmen J Marsit
- a Department of Pharmacology and Toxicology , Geisel School of Medicine at Dartmouth College , Hanover , NH , USA.,d Department of Epidemiology , Geisel School of Medicine at Dartmouth College , Lebanon , NH , USA
| |
Collapse
|
17
|
Khong TY, Mooney EE, Ariel I, Balmus NCM, Boyd TK, Brundler MA, Derricott H, Evans MJ, Faye-Petersen OM, Gillan JE, Heazell AEP, Heller DS, Jacques SM, Keating S, Kelehan P, Maes A, McKay EM, Morgan TK, Nikkels PGJ, Parks WT, Redline RW, Scheimberg I, Schoots MH, Sebire NJ, Timmer A, Turowski G, van der Voorn JP, van Lijnschoten I, Gordijn SJ. Sampling and Definitions of Placental Lesions: Amsterdam Placental Workshop Group Consensus Statement. Arch Pathol Lab Med 2016; 140:698-713. [PMID: 27223167 DOI: 10.5858/arpa.2015-0225-cc] [Citation(s) in RCA: 1123] [Impact Index Per Article: 124.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT -The value of placental examination in investigations of adverse pregnancy outcomes may be compromised by sampling and definition differences between laboratories. OBJECTIVE -To establish an agreed-upon protocol for sampling the placenta, and for diagnostic criteria for placental lesions. Recommendations would cover reporting placentas in tertiary centers as well as in community hospitals and district general hospitals, and are also relevant to the scientific research community. DATA SOURCES -Areas of controversy or uncertainty were explored prior to a 1-day meeting where placental and perinatal pathologists, and maternal-fetal medicine specialists discussed available evidence and subsequently reached consensus where possible. CONCLUSIONS -The group agreed on sets of uniform sampling criteria, placental gross descriptors, pathologic terminologies, and diagnostic criteria. The terminology and microscopic descriptions for maternal vascular malperfusion, fetal vascular malperfusion, delayed villous maturation, patterns of ascending intrauterine infection, and villitis of unknown etiology were agreed upon. Topics requiring further discussion were highlighted. Ongoing developments in our understanding of the pathology of the placenta, scientific bases of the maternofetoplacental triad, and evolution of the clinical significance of defined lesions may necessitate further refinements of these consensus guidelines. The proposed structure will assist in international comparability of clinicopathologic and scientific studies and assist in refining the significance of lesions associated with adverse pregnancy and later health outcomes.
Collapse
Affiliation(s)
- T Yee Khong
- From SA Pathology, Women's and Children's Hospital, University of Adelaide, North Adelaide, Australia (Dr Khong); the Department of Pathology, National Maternity Hospital, Dublin, Ireland (Drs Mooney and Kelehan); the Department of Pathology, Hadassah-Hebrew University Medical Center, Mount Scopus, Jerusalem, Israel (Dr Ariel); the Department of Pathology, Kennemer Gasthuis, Haarlem, the Netherlands (Dr Balmus); the Department of Pathology, Boston Children's Hospital, and the Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (Dr Boyd); the Departments of Pathology and Laboratory Medicine, and Pediatrics, University of Calgary, Calgary, Alberta, Canada (Dr Brundler); the Maternal & Fetal Health Research Centre, University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom (Ms Derricott); the Department of Pathology, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom (Dr Evans); the Department of Pathology, University of Alabama at Birmingham, (Dr Faye-Petersen); the Department of Pathology, Rotunda Hospital, Dublin, Ireland (Dr Gillan); the Institute of Human Development, Faculty of Medical and Human Sciences
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Serov AS, Salafia C, Grebenkov DS, Filoche M. The role of morphology in mathematical models of placental gas exchange. J Appl Physiol (1985) 2015; 120:17-28. [PMID: 26494446 DOI: 10.1152/japplphysiol.00543.2015] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 10/08/2015] [Indexed: 02/07/2023] Open
Abstract
The performance of the placenta as a gas exchanger has a direct impact on the future health of the newborn. To provide accurate estimates of respiratory gas exchange rates, placenta models need to account for both the physiology of exchange and the organ morphology. While the former has been extensively studied, accounting for the latter is still a challenge. The geometrical complexity of placental structure requires use of carefully crafted approximations. We present here the state of the art of respiratory gas exchange placenta modeling and demonstrate the influence of the morphology description on model predictions. Advantages and shortcomings of various classes of models are discussed, and experimental techniques that may be used for model validation are summarized. Several directions for future development are suggested.
Collapse
Affiliation(s)
- A S Serov
- Physique de la Matière Condensée, Centre National de la Recherche Scientifique, Ecole Polytechnique, Palaiseau, France; and
| | - C Salafia
- Placental Analytics, LLC, Larchmont, New York
| | - D S Grebenkov
- Physique de la Matière Condensée, Centre National de la Recherche Scientifique, Ecole Polytechnique, Palaiseau, France; and
| | - M Filoche
- Physique de la Matière Condensée, Centre National de la Recherche Scientifique, Ecole Polytechnique, Palaiseau, France; and
| |
Collapse
|