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Latt SM, Opondo C, Alderdice F, Kurinczuk JJ, Rowe R. Associations between postpartum haemorrhage, postnatal mental health and longer term mental illness: a record-linked cohort study. J Reprod Infant Psychol 2025:1-15. [PMID: 40268668 DOI: 10.1080/02646838.2025.2490763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 03/30/2025] [Indexed: 04/25/2025]
Abstract
AIM To investigate the associations between primary postpartum haemorrhage (PPH), postnatal mental health and longer-term mental illness in a high-income setting. METHODS A population-based retrospective cohort study of 18,798 women giving birth between 2008 and 2016 in Grampian, Scotland, was conducted, using linked data from the Aberdeen Maternity and Neonatal Databank and Scottish administrative healthcare datasets. 'Longer-term mental illness' was assessed using a composite outcome comprising mental-health related hospitalisation, prescription or death, from the end of the first postnatal year to 10 years after birth. We used extended Cox regression models to investigate the association between primary PPH in any first or subsequent births (the exposure) and subsequent mental illness, adjusted for sociodemographic, past medical history and pregnancy and birth-related factors, stratified by the presence of mental illness in the first postnatal year. RESULTS We found no association between PPH and longer-term mental illness beyond the first postnatal year, regardless of severity of PPH or mode of birth [adjusted hazard ratio (aHR) 0.97, 95% confidence interval (CI) 0.81-1.16, p = 0.75]. Women who received psychotropic medication, or were hospitalised for mental illness in the first postnatal year, were around 12 times more likely [aHR 12.77,95% CI 10.94-14.91,p < 0.001] to experience mental illness in the second and third postnatal year, with a continuing association for up to 10 years after the first postnatal year, independent of PPH status. CONCLUSIONS This study provides no evidence of an association between PPH and longer-term mental illness, after taking into account the presence of mental illness in the first postnatal year.
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Affiliation(s)
- Su Mon Latt
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Charles Opondo
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Faculty of Epidemiology and Population Health, Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Fiona Alderdice
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Jennifer J Kurinczuk
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Rachel Rowe
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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Schoretsanitis G, Gastaldon C, Ochsenbein-Koelble N, Olbrich S, Barbui C, Seifritz E. Postpartum hemorrhage and postpartum depression: A systematic review and meta-analysis of observational studies. Acta Psychiatr Scand 2024; 150:274-283. [PMID: 37286177 DOI: 10.1111/acps.13583] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 04/11/2023] [Accepted: 05/09/2023] [Indexed: 06/09/2023]
Abstract
OBJECTIVE To assess the postpartum depression (PPD) risk in women with postpartum hemorrhage (PPH) and moderators. METHODS We identified observational studies of PPD rates in women with versus without PPH in Embase/Medline/PsychInfo/Cinhail in 09/2022. Study quality was evaluated using the Newcastle-Ottawa-Scale. Our primary outcome was the odds ratio (OR, 95% confidence intervals [95%CI]) of PPD in women with versus without PPH. Meta-regression analyses included the effects of age, body mass index, marital status, education, history of depression/anxiety, preeclampsia, antenatal anemia and C-section; subgroup analyses were based on PPH and PPD assessment methods, samples with versus without history of depression/anxiety, from low-/middle- versus high-income countries. We performed sensitivity analyses after excluding poor-quality studies, cross-sectional studies and sequentially each study. RESULTS One, five and three studies were rated as good-, fair- and poor-quality respectively. In nine studies (k = 10 cohorts, n = 934,432), women with PPH were at increased PPD risk compared to women without PPH (OR = 1.28, 95% CI = 1.13 to 1.44, p < 0.001), with substantial heterogeneity (I2 = 98.9%). Higher PPH-related PPD ORs were estimated in samples with versus without history of depression/anxiety or antidepressant exposure (OR = 1.37, 95%CI = 1.18 to 1.60, k = 6, n = 55,212, versus 1.06, 95%CI = 1.04 to 1.09, k = 3, n = 879,220, p < 0.001) and in cohorts from low-/middle- versus high-income countries (OR = 1.49, 95%CI = 1.37 to 1.61, k = 4, n = 9197, versus 1.13, 95%CI = 1.04 to 1.23, k = 6, n = 925,235, p < 0.001). After excluding low-quality studies the PPD OR dropped (1.14, 95%CI = 1.02 to 1.29, k = 6, n = 929,671, p = 0.02). CONCLUSIONS Women with PPH had increased PPD risk amplified by history of depression/anxiety, whereas more data from low-/middle-income countries are required.
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Affiliation(s)
- Georgios Schoretsanitis
- Department of Psychiatry, Psychotherapy and Psychosomatics, Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, New York, USA
- Department of Psychiatry, Zucker School of Medicine at Northwell/Hofstra, Hempstead, New York, USA
| | - Chiara Gastaldon
- WHO Collaborating Centre for Research and Training in Mental Health and Service Evaluation, Department of Neuroscience, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Nicole Ochsenbein-Koelble
- Department of Obstetrics, University Hospital of Zurich, Zurich, Switzerland
- University of Zürich, Zürich, Switzerland
| | - Sebastian Olbrich
- Department of Psychiatry, Psychotherapy and Psychosomatics, Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Corrado Barbui
- WHO Collaborating Centre for Research and Training in Mental Health and Service Evaluation, Department of Neuroscience, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
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Tsiga-Ahmed FI, Umar MU, Adamu AL, Sulaiman SK, Gboluwaga AT, Jalo RI, Ibrahim UM, Ayaba AK, Ahmed ZD, Sunusi SM, Abdullahi NT, Kabir HS, Abu SM, Galadanci HS. Incidence of postpartum depression among women with postpartum haemorrhage in Kano, northern Nigeria. NPJ WOMEN'S HEALTH 2024; 2:32. [PMID: 39263331 PMCID: PMC11383794 DOI: 10.1038/s44294-024-00031-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 08/09/2024] [Indexed: 09/13/2024]
Abstract
The burden of postpartum depression (PPD), an important but largely neglected cause of maternal morbidity, is often increased by the presence of common co-morbidities, such as postpartum haemorrhage (PPH). Additionally, stress and the absence of social support can amplify PPD risk. Understanding the relationship between these conditions will help identify at-risk women and allow prompt intervention. Using a prospective cohort design, we recruited 72 women who had experienced PPH and another 72 women who had not within 24 h of delivery to assess the risk of PPD among them. The cumulative incidence of PPD among all participants was 15.3% (19/124). There was insufficient evidence to suggest that women with PPH have a higher risk of PPH than women without PPH (OR: 1.32; 95% CI: 0.55-3.13). Poor social support and high perceived stress increased the risk of PPD. We recommend screening for PPD among women with high perceived stress and low social support.
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Affiliation(s)
- Fatimah Isma’il Tsiga-Ahmed
- Department of Community Medicine, Bayero University, Kano, Nigeria
- Department of Community Medicine, Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Musa Usman Umar
- Department of Psychiatry, Bayero University, Kano, Nigeria
- Department of Psychiatry, Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Aishatu Lawal Adamu
- Department of Community Medicine, Bayero University, Kano, Nigeria
- Department of Community Medicine, Aminu Kano Teaching Hospital, Kano, Nigeria
| | | | - Amole Taiwo Gboluwaga
- Department of Community Medicine, Bayero University, Kano, Nigeria
- Department of Community Medicine, Aminu Kano Teaching Hospital, Kano, Nigeria
- Africa Centre of Excellence for Population Health and Policy, BUK, Kano, Nigeria
| | - Rabiu Ibrahim Jalo
- Department of Community Medicine, Bayero University, Kano, Nigeria
- Department of Community Medicine, Aminu Kano Teaching Hospital, Kano, Nigeria
| | | | - Aminatu Kwaku Ayaba
- Department of Community Medicine, Aminu Kano Teaching Hospital, Kano, Nigeria
| | - Zainab Datti Ahmed
- Department of Obstetrics & Gynaecology, Bayero University/Aminu Kano Teaching Hospital Kano, Kano, Nigeria
| | | | | | | | - Stephen Mohammed Abu
- Africa Centre of Excellence for Population Health and Policy, BUK, Kano, Nigeria
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Paria A, Atallah A, Nourredine M, Dubernard G, Joubert F, Landel V, Viaux-Savelon S, De la Fournière B. Early detection of perinatal depression in couples: a single-center prospective study. Eur Psychiatry 2024; 67:e48. [PMID: 39225230 PMCID: PMC11441343 DOI: 10.1192/j.eurpsy.2024.1755] [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] [Indexed: 09/04/2024] Open
Abstract
OBJECTIVE This prospective study aimed to assess couples' psychological status during the perinatal period to identify those at risk for postpartum depression. METHODS Conducted at Lyon University Hospital from March to July 2022, the study enrolled pregnant women without progressive psychiatric disorders or obstetric risk factors, and their partners. Participants completed the Edinburgh Postnatal Depression Scale (EPDS) at three points: during the 9th month of pregnancy, immediate postpartum, and 6-8 weeks after delivery. A score ≥10 on the EPDS indicated depression risk. A score ≥10 on the EPDS indicate depression risk. The primary endpoint was EPDS scores throughout the perinatal period. RESULTS Ninety-five couples participated; 96% of patients and 68% of partners completed pre-delivery questionnaires, 81% and 71% during maternity stay, and 64% and 46% postpartum, respectively. Overall, 15% of patients and 1% of partners had EPDS scores >10 in the postpartum period. Psychiatric history and emergency cesarean sections were associated with higher immediate postpartum EPDS scores in patients [Beta 3.7 points, 95% CI 0.91; 6.4 and Beta 5.2 points, 2.2; 8.1, respectively]. Episiotomy was associated with higher EPDS scores in partners. No significant association between the different factors studied and the EPDS score was found at 6-8 weeks postpartum in patients nor their partners. CONCLUSIONS While specific risk factors for persistent perinatal depression in couples were not identified, a notable proportion of patients exhibited high EPDS scores. Screening all couples during prepartum and postpartum periods is crucial, regardless of identified risk factors.
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Affiliation(s)
- Anne Paria
- Service de Gynécologie-Obstétrique, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Université Lyon 1 Claude Bernard, Lyon, France
| | - Anthony Atallah
- Service de Gynécologie-Obstétrique, Hôpital Femme Mère Enfant, Hospices Civils de Lyon, Université Lyon 1 Claude Bernard, Lyon, France
| | - Mikail Nourredine
- Service de Biostatistiques, Hospices Civils de Lyon, Université Lyon 1 Claude Bernard, Lyon, France
| | - Gil Dubernard
- Service de Gynécologie-Obstétrique, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Université Lyon 1 Claude Bernard, Lyon, France
| | - Fanny Joubert
- CRC GHN, Hôpital de la Croix Rousse, Hospices Civils de Lyon, Lyon, France
| | - Verena Landel
- Service de Relecture Scientifique, Hospices Civils de Lyon, Lyon, France
| | - Sylvie Viaux-Savelon
- Psy-perinatality Unit, Hôpital de la Croix Rousse, Hospices Civils de Lyon, Université Lyon 1 Claude Bernard, Lyon, France
| | - Benoit De la Fournière
- Service de Gynécologie-Obstétrique, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Université Lyon 1 Claude Bernard, Lyon, France
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Sheng B, Jiang G, Ni J. Association between postpartum depression and postpartum hemorrhage: A systematic review and meta-analysis. Acta Obstet Gynecol Scand 2024; 103:1263-1270. [PMID: 38475881 PMCID: PMC11168283 DOI: 10.1111/aogs.14795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/19/2024] [Accepted: 01/22/2024] [Indexed: 03/14/2024]
Abstract
INTRODUCTION Postpartum depression (PPD) is a growing mental health concern worldwide and has detrimental effects on the social and cognitive health of both mothers and infants. This review was performed to assess the risk of PPD in women with postpartum hemorrhage (PPH) and to identify potential moderators. MATERIAL AND METHODS The review protocol was registered in the PROSPERO database on June 17, 2023 (registration number: CRD42023432955). Two researchers independently performed a literature search of the PubMed, Embase, and Web of Science databases for articles published before May 25, 2023, with no filters and no language or location restrictions. Study quality was evaluated using the Newcastle-Ottawa Scale. The primary outcome was the odds ratio (OR) and 95% confidence interval (CI) of PPD in women with vs. without PPH. We performed sensitivity analyses and meta-regression analyses to resolve heterogeneity. Meta-regression analyses included the effects of age, maternal smoking, marital status, preterm labor, maternal education level, preeclampsia, anemia during pregnancy, and cesarean section. RESULTS In total, seven studies involving 540 558 participants met the eligibility criteria and were included in the meta-analysis. Women with PPH were at increased risk of PPD compared with women without PPH (OR 1.10; 95% CI 1.03-1.16), and heterogeneity was low (I2 = 23%; τ2 = 0.0007; p = 0.25). Moreover, the results of the sensitivity analyses showed that the I2 value decreased from 23% to 0% after excluding one particular study, which may have been a source of heterogeneity. In the meta-regression analyses, the OR of PPD was greatly affected by maternal smoking (OR -0.26; 95% CI -0.30 to -0.22; p < 0.001). However, we did not observe any effects for maternal age, marital status, preterm labor, maternal education level, preeclampsia, anemia during pregnancy, or cesarean section. CONCLUSIONS Women with PPH must be closely monitored because they have a higher risk of PPD than women without PPH. Early recognition and management of these patients will improve treatment outcomes, maternal health, and newborn development.
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Affiliation(s)
- Bo Sheng
- Department of AnesthesiologyWest China Second University Hospital, Sichuan UniversityCity of ChengduSichuanChina
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of EducationSichuan UniversityCity of ChengduSichuanChina
| | - Guoguo Jiang
- Department of Hospital Infection ManagementThe Second Hospital of Chengdu CityCity of ChengduSichuanChina
| | - Juan Ni
- Department of AnesthesiologyWest China Second University Hospital, Sichuan UniversityCity of ChengduSichuanChina
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of EducationSichuan UniversityCity of ChengduSichuanChina
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Endres K, Razavi N, Tian Z, Zhou S, Krawiec C, Jasani S. A retrospective analysis of complications associated with postpartum hemorrhage up to 1 year postpartum in mothers with and without a pre-existing mental health diagnosis. WOMEN'S HEALTH (LONDON, ENGLAND) 2023; 19:17455057231211094. [PMID: 37966026 PMCID: PMC10652806 DOI: 10.1177/17455057231211094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 10/03/2023] [Accepted: 10/12/2023] [Indexed: 11/16/2023]
Abstract
BACKGROUND/OBJECTIVES There is limited research on the associated immediate and long-term outcomes of postpartum hemorrhage. Mothers with a pre-existing psychiatric disease prior to delivery may be especially vulnerable to postpartum hemorrhage outcomes but little is known on this topic. Barriers to studying this population exist and add to knowledge gaps. The goal of this study is to determine the clinical characteristics and frequency of complications within 1 year of a postpartum hemorrhage diagnosis and the psychiatric sequelae within 7 days of a postpartum hemorrhage diagnosis in mothers with a pre-existing mental health diagnosis prior to delivery versus those without. METHODS/DESIGN This is a multicenter retrospective observational cohort study using TriNetX, a de-identified electronic health record database. The following electronic health record data were collected and evaluated in postpartum females who were billed for either a vaginal or cesarean delivery: age, race, ethnicity, diagnostic codes, medication codes, and number of deaths. RESULTS We included 10,649 subjects (6994 (65.7%) no mental health diagnosis and 3655 (34.3%) pre-existing mental health diagnosis). Haloperidol administration (118 (3.2%) versus 129 (1.8%), p < 0.001) was more prevalent in subjects with a pre-existing mental health diagnosis. Adjusting for demographics, pre-existing mental health diagnoses were associated with complications within 1 year after postpartum hemorrhage diagnosis (OR = 1.39, 95% CI: 1.26-1.52, p < 0.001). CONCLUSION Having a mental health disorder history is associated with a higher odds of developing subsequent complications within 1 year of postpartum hemorrhage diagnosis. Mothers with a pre-existing mental health disorder have a significantly higher frequency of certain severe postpartum hemorrhage sequelae, including acute respiratory distress syndrome, retained placenta, sickle cell crisis, and need for mechanical ventilation/tracheostomy up to 1 year after delivery. Medications such as haloperidol were ordered more frequently within 7 days of a postpartum hemorrhage diagnosis in these mothers as well. Further research is needed to understand and manage the unique consequences of postpartum hemorrhage in this vulnerable maternal population.
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Affiliation(s)
- Kodi Endres
- Penn State College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Nina Razavi
- Penn State College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Zizhong Tian
- Division of Biostatistics and Bioinformatics, Department of Public Health Sciences, Penn State College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Shouhao Zhou
- Division of Biostatistics and Bioinformatics, Department of Public Health Sciences, Penn State College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Conrad Krawiec
- Pediatric Critical Care Medicine, Department of Pediatrics, Penn State Hershey Children’s Hospital, Hershey, PA, USA
| | - Sona Jasani
- Division of Obstetric Specialties and Midwifery, Department of Obstetrics, Gynecology & Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA
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Waller R, Kornfield SL, White LK, Chaiyachati BH, Barzilay R, Njoroge W, Parish-Morris J, Duncan AF, Himes MM, Rodriguez Y, Seidlitz J, Riis V, Burris HH, Gur RE, Elovitz MA. Clinician-reported childbirth outcomes, patient-reported childbirth trauma, and risk for postpartum depression. Arch Womens Ment Health 2022; 25:985-993. [PMID: 36030417 PMCID: PMC9420181 DOI: 10.1007/s00737-022-01263-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 08/23/2022] [Indexed: 11/02/2022]
Abstract
Childbirth trauma is common and increases risk for postpartum depression (PPD). However, we lack brief measures to reliably identify individuals who experience childbirth trauma and who may be at greater prospective risk for PPD. To address this gap, we used data from a racially diverse prospective cohort (n=1082). We collected survey data during pregnancy and at 12 weeks postpartum, as well as clinician-reported data from medical records. A new three-item measure of patient-reported childbirth trauma was a robust and independent risk factor for PPD, above and beyond other known risk factors for PPD, including prenatal anxiety and depression. Cesarean birth, greater blood loss, and preterm birth were each associated with greater patient-reported childbirth trauma. Finally, there were prospective indirect pathways whereby cesarean birth and higher blood loss were related to higher patient-reported childbirth trauma, in turn predicting greater risk for PPD. Early universal postpartum screening for childbirth trauma, targeted attention to individuals with childbirth complications, and continued screening for depression and anxiety can identify individuals at risk for PPD. Such efforts can inform targeted interventions to improve maternal mental health, which plays a vital role in infant development.
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Affiliation(s)
- Rebecca Waller
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
| | - Sara L Kornfield
- Penn Center for Women's Behavioral Wellness, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Lauren K White
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Barbara H Chaiyachati
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Center for Pediatric Clinical Effectiveness, Division General Pediatrics, Children's Hospital Philadelphia, Philadelphia, PA, 19104, USA
- Leonard Davis Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Ran Barzilay
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Wanjikũ Njoroge
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Policy Lab, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Julia Parish-Morris
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Andrea F Duncan
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Megan M Himes
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Yuheiry Rodriguez
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jakob Seidlitz
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Valerie Riis
- Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Heather H Burris
- Center for Pediatric Clinical Effectiveness, Division General Pediatrics, Children's Hospital Philadelphia, Philadelphia, PA, 19104, USA
- Leonard Davis Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Raquel E Gur
- Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Michal A Elovitz
- Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
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