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Smith ER, Oakley E, Grandner GW, Rukundo G, Farooq F, Ferguson K, Baumann S, Adams Waldorf KM, Afshar Y, Ahlberg M, Ahmadzia H, Akelo V, Aldrovandi G, Bevilacqua E, Bracero N, Brandt JS, Broutet N, Carrillo J, Conry J, Cosmi E, Crispi F, Crovetto F, Del Mar Gil M, Delgado-López C, Divakar H, Driscoll AJ, Favre G, Fernandez Buhigas I, Flaherman V, Gale C, Godwin CL, Gottlieb S, Gratacós E, He S, Hernandez O, Jones S, Joshi S, Kalafat E, Khagayi S, Knight M, Kotloff KL, Lanzone A, Laurita Longo V, Le Doare K, Lees C, Litman E, Lokken EM, Madhi SA, Magee LA, Martinez-Portilla RJ, Metz TD, Miller ES, Money D, Moungmaithong S, Mullins E, Nachega JB, Nunes MC, Onyango D, Panchaud A, Poon LC, Raiten D, Regan L, Sahota D, Sakowicz A, Sanin-Blair J, Stephansson O, Temmerman M, Thorson A, Thwin SS, Tippett Barr BA, Tolosa JE, Tug N, Valencia-Prado M, Visentin S, von Dadelszen P, Whitehead C, Wood M, Yang H, Zavala R, Tielsch JM. Clinical risk factors of adverse outcomes among women with COVID-19 in the pregnancy and postpartum period: a sequential, prospective meta-analysis. Am J Obstet Gynecol 2023; 228:161-177. [PMID: 36027953 PMCID: PMC9398561 DOI: 10.1016/j.ajog.2022.08.038] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 08/04/2022] [Accepted: 08/07/2022] [Indexed: 01/28/2023]
Abstract
OBJECTIVE This sequential, prospective meta-analysis sought to identify risk factors among pregnant and postpartum women with COVID-19 for adverse outcomes related to disease severity, maternal morbidities, neonatal mortality and morbidity, and adverse birth outcomes. DATA SOURCES We prospectively invited study investigators to join the sequential, prospective meta-analysis via professional research networks beginning in March 2020. STUDY ELIGIBILITY CRITERIA Eligible studies included those recruiting at least 25 consecutive cases of COVID-19 in pregnancy within a defined catchment area. METHODS We included individual patient data from 21 participating studies. Data quality was assessed, and harmonized variables for risk factors and outcomes were constructed. Duplicate cases were removed. Pooled estimates for the absolute and relative risk of adverse outcomes comparing those with and without each risk factor were generated using a 2-stage meta-analysis. RESULTS We collected data from 33 countries and territories, including 21,977 cases of SARS-CoV-2 infection in pregnancy or postpartum. We found that women with comorbidities (preexisting diabetes mellitus, hypertension, cardiovascular disease) vs those without were at higher risk for COVID-19 severity and adverse pregnancy outcomes (fetal death, preterm birth, low birthweight). Participants with COVID-19 and HIV were 1.74 times (95% confidence interval, 1.12-2.71) more likely to be admitted to the intensive care unit. Pregnant women who were underweight before pregnancy were at higher risk of intensive care unit admission (relative risk, 5.53; 95% confidence interval, 2.27-13.44), ventilation (relative risk, 9.36; 95% confidence interval, 3.87-22.63), and pregnancy-related death (relative risk, 14.10; 95% confidence interval, 2.83-70.36). Prepregnancy obesity was also a risk factor for severe COVID-19 outcomes including intensive care unit admission (relative risk, 1.81; 95% confidence interval, 1.26-2.60), ventilation (relative risk, 2.05; 95% confidence interval, 1.20-3.51), any critical care (relative risk, 1.89; 95% confidence interval, 1.28-2.77), and pneumonia (relative risk, 1.66; 95% confidence interval, 1.18-2.33). Anemic pregnant women with COVID-19 also had increased risk of intensive care unit admission (relative risk, 1.63; 95% confidence interval, 1.25-2.11) and death (relative risk, 2.36; 95% confidence interval, 1.15-4.81). CONCLUSION We found that pregnant women with comorbidities including diabetes mellitus, hypertension, and cardiovascular disease were at increased risk for severe COVID-19-related outcomes, maternal morbidities, and adverse birth outcomes. We also identified several less commonly known risk factors, including HIV infection, prepregnancy underweight, and anemia. Although pregnant women are already considered a high-risk population, special priority for prevention and treatment should be given to pregnant women with these additional risk factors.
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Affiliation(s)
- Emily R Smith
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC.
| | - Erin Oakley
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Gargi Wable Grandner
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Gordon Rukundo
- PeriCOVID (PREPARE)-Uganda Team, Makerere University-Johns Hopkins University Research Collaboration, Kampala, Uganda
| | - Fouzia Farooq
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Kacey Ferguson
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Sasha Baumann
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Kristina Maria Adams Waldorf
- Department of Obstetrics and Gynecology, University of Washington School of Medicine, Seattle, WA; Department of Global Health, University of Washington, Seattle, WA
| | - Yalda Afshar
- Division of Maternal-Fetal Medicine, University of California, Los Angeles, Los Angeles, CA
| | - Mia Ahlberg
- Division of Division of Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Homa Ahmadzia
- Division of Maternal-Fetal Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Victor Akelo
- Centers for Disease Control and Prevention, Kisumu, Kenya
| | - Grace Aldrovandi
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA
| | - Elisa Bevilacqua
- Department of Women and Child Health, Women Health Area, Fondazione Policlinico Universitario Agostino Gemelli, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy
| | - Nabal Bracero
- Department of Obstetrics and Gynecology, University of Puerto Rico School of Medicine, San Juan, PR; Puerto Rico Obstetrics and Gynecology (PROGyn)
| | - Justin S Brandt
- Division of Maternal-Fetal Medicine, Department of Obstetrics, Gynecology and Reproductive Sciences, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Natalie Broutet
- Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland
| | - Jorge Carrillo
- Departamento de Obstetricia y Ginecologia, Clinica Alemana de Santiago, Facultad de Medicina Clinica Alemana-Universidad del Desarrollo, Santiago, Chile
| | - Jeanne Conry
- International Federation of Gynecology and Obstetrics, London, United Kingdom
| | - Erich Cosmi
- Department of Women's and Children's Health, Obstetrics and Gynecology Clinic, University of Padua, Padua, Italy
| | - Fatima Crispi
- BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Sant Joan de Déu Barcelona and Hospital Clínic de Barcelona, Universitat de Barcelona, and Center for Biomedical Research on Rare Diseases, Barcelona, Spain
| | - Francesca Crovetto
- BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Sant Joan de Déu Barcelona and Hospital Clínic de Barcelona, Universitat de Barcelona, and Center for Biomedical Research on Rare Diseases, Barcelona, Spain
| | - Maria Del Mar Gil
- Department of Obstetrics and Gynecology, Hospital Universitario de Torrejón, Madrid, Spain; School of Medicine, Universidad Francisco de Vitoria, Madrid, Spain
| | - Camille Delgado-López
- Surveillance for Emerging Threats to Mothers and Babies, Puerto Rico Department of Health, San Juan, PR
| | - Hema Divakar
- Asian Research & Training Institute for Skill Transfer, Bengaluru, India
| | - Amanda J Driscoll
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD
| | - Guillaume Favre
- Materno-fetal and Obstetrics Research Unit, Département Femme-Mère-Enfant, Lausanne University Hospital, Lausanne, Switzerland
| | - Irene Fernandez Buhigas
- Department of Obstetrics and Gynecology, Hospital Universitario de Torrejón, Madrid, Spain; School of Medicine, Universidad Francisco de Vitoria, Madrid, Spain
| | - Valerie Flaherman
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA
| | - Christopher Gale
- Neonatal Medicine, School of Public Health, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Christine L Godwin
- Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland
| | - Sami Gottlieb
- Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland
| | - Eduard Gratacós
- BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Sant Joan de Déu Barcelona and Hospital Clínic de Barcelona, Universitat de Barcelona, and Center for Biomedical Research on Rare Diseases, Barcelona, Spain
| | - Siran He
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Olivia Hernandez
- Gynecology and Obstetrics, Félix Bulnes Hospital and RedSalud Clinic, Santiago, Chile
| | - Stephanie Jones
- South African Medical Research Council, Vaccines and Infectious Diseases Analytics Research Unit and Department of Science and Technology/National Research Foundation, South African Research Chair Initiative in Vaccine Preventable Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Sheetal Joshi
- Asian Research & Training Institute for Skill Transfer, Bengaluru, India
| | - Erkan Kalafat
- Department of Obstetrics and Gynecology, School of Medicine, Koç University, Istanbul, Turkey
| | - Sammy Khagayi
- Kenya Medical Research Institute-Centre for Global Health Research, Kisumu, Kenya
| | - Marian Knight
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Karen L Kotloff
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD
| | - Antonio Lanzone
- Department of Women and Child Health, Women Health Area, Fondazione Policlinico Universitario Agostino Gemelli, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy; Catholic University of Sacred Heart, Rome, Italy
| | - Valentina Laurita Longo
- Department of Women and Child Health, Women Health Area, Fondazione Policlinico Universitario Agostino Gemelli, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy; Catholic University of Sacred Heart, Rome, Italy
| | - Kirsty Le Doare
- PeriCOVID (PREPARE)-Uganda Team, Makerere University-Johns Hopkins University Research Collaboration, Kampala, Uganda; Medical Research Council /Uganda Virus Research Institute and London School of Hygiene & Tropical Medicine Uganda Research Unit, Entebbe, Uganda; Paediatric Infectious Disease Research Group, St George's University of London, London, United Kingdom
| | - Christoph Lees
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Ethan Litman
- Division of Maternal-Fetal Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Erica M Lokken
- Department of Obstetrics and Gynecology, University of Washington School of Medicine, Seattle, WA; Department of Global Health, University of Washington, Seattle, WA
| | - Shabir A Madhi
- South African Medical Research Council, Vaccines and Infectious Diseases Analytics Research Unit and Department of Science and Technology/National Research Foundation, South African Research Chair Initiative in Vaccine Preventable Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Laura A Magee
- Department of Women and Children's Health, School of Life Course Sciences, King's College London, London, United Kingdom; Institute of Women and Children's Health, King's College Hospital, London, United Kingdom
| | | | - Torri D Metz
- Division of Maternal-Fetal Medicine, The University of Utah Health, Salt Lake City, UT
| | - Emily S Miller
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Deborah Money
- Department of Obstetrics and Gynecology, The University of British Columbia, Vancouver, Canada
| | - Sakita Moungmaithong
- Department of Obstetrics and Gynecology, The Chinese University of Hong Kong, Hong Kong
| | - Edward Mullins
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom; George Institute for Global Health, London, United Kingdom
| | - Jean B Nachega
- Department of Epidemiology and Center for Global Health, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA; Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa; Departments of Epidemiology and International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Marta C Nunes
- South African Medical Research Council, Vaccines and Infectious Diseases Analytics Research Unit and Department of Science and Technology/National Research Foundation, South African Research Chair Initiative in Vaccine Preventable Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Alice Panchaud
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland; Service of Pharmacy, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
| | - Liona C Poon
- Department of Obstetrics and Gynecology, The Chinese University of Hong Kong, Hong Kong
| | - Daniel Raiten
- Pediatric Growth and Nutrition Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD
| | - Lesley Regan
- International Federation of Gynecology and Obstetrics, Imperial College London, London, United Kingdom
| | - Daljit Sahota
- Department of Obstetrics and Gynecology, The Chinese University of Hong Kong, Hong Kong
| | - Allie Sakowicz
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jose Sanin-Blair
- Maternal-Fetal Unit, Universidad Pontificia Bolivariana, Medellín, Colombia
| | - Olof Stephansson
- Division of Division of Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Marleen Temmerman
- Centre of Excellence in Women and Child Health, Aga Khan University, Nairobi, Kenya
| | - Anna Thorson
- Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland
| | - Soe Soe Thwin
- Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland
| | - Beth A Tippett Barr
- Centers for Disease Control and Prevention, Kisumu, Kenya; Nyanja Health Research Institute, Salima, Malawi
| | - Jorge E Tolosa
- Maternal-Fetal Unit, Universidad Pontificia Bolivariana, Medellín, Colombia; Department of Obstetrics and Gynecology, Maternal Fetal Medicine, Oregon Health & Science University, Portland, OR; Department of Obstetrics and Gynecology, Maternal Fetal Medicine, St. Luke's University Health Network, Bethlehem, PA
| | - Niyazi Tug
- Department of Obstetrics and Gynecology, Sancaktepe Sehit Prof. Dr. Ilhan Varank Training and Research Hospital, Istanbul, Turkey
| | - Miguel Valencia-Prado
- Division of Children with Special Medical Needs, Puerto Rico Department of Health, San Juan, PR
| | - Silvia Visentin
- Department of Women's and Children's Health, Obstetrics and Gynecology Clinic, University of Padua, Padua, Italy
| | - Peter von Dadelszen
- Department of Women and Children's Health, School of Life Course Sciences, King's College London, London, United Kingdom; Global Health Institute, King's College London, London, United Kingdom
| | - Clare Whitehead
- Department of Maternal Fetal Medicine, University of Melbourne, Royal Women's Hospital, Melbourne, Australia
| | - Mollie Wood
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Huixia Yang
- Department of Obstetrics and Gynecology, Peking University First Hospital, Beijing, China
| | - Rebecca Zavala
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - James M Tielsch
- Department of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC
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