Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1038/s41598-020-71612-8 http://hdl.handle.net/11449/228849 |
Resumo: | Pooled data analysis in the field of maternal and child nutrition rarely incorporates data from low- and middle-income countries and existing studies lack a description of the methods used to harmonize the data and to assess heterogeneity. We describe the creation of the Brazilian Maternal and Child Nutrition Consortium dataset, from multiple pooled longitudinal studies, having gestational weight gain (GWG) as an example. Investigators of the eligible studies published from 1990 to 2018 were invited to participate. We conducted consistency analysis, identified outliers, and assessed heterogeneity for GWG. Outliers identification considered the longitudinal nature of the data. Heterogeneity was performed adjusting multilevel models. We identified 68 studies and invited 59 for this initiative. Data from 29 studies were received, 21 were retained for analysis, resulting in a final sample of 17,344 women with 72,616 weight measurements. Fewer than 1% of all weight measurements were flagged as outliers. Women with pre-pregnancy obesity had lower values for GWG throughout pregnancy. GWG, birth length and weight were similar across the studies and remarkably similar to a Brazilian nationwide study. Pooled data analyses can increase the potential of addressing important questions regarding maternal and child health, especially in countries where research investment is limited. |
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Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristicsPooled data analysis in the field of maternal and child nutrition rarely incorporates data from low- and middle-income countries and existing studies lack a description of the methods used to harmonize the data and to assess heterogeneity. We describe the creation of the Brazilian Maternal and Child Nutrition Consortium dataset, from multiple pooled longitudinal studies, having gestational weight gain (GWG) as an example. Investigators of the eligible studies published from 1990 to 2018 were invited to participate. We conducted consistency analysis, identified outliers, and assessed heterogeneity for GWG. Outliers identification considered the longitudinal nature of the data. Heterogeneity was performed adjusting multilevel models. We identified 68 studies and invited 59 for this initiative. Data from 29 studies were received, 21 were retained for analysis, resulting in a final sample of 17,344 women with 72,616 weight measurements. Fewer than 1% of all weight measurements were flagged as outliers. Women with pre-pregnancy obesity had lower values for GWG throughout pregnancy. GWG, birth length and weight were similar across the studies and remarkably similar to a Brazilian nationwide study. Pooled data analyses can increase the potential of addressing important questions regarding maternal and child health, especially in countries where research investment is limited.Bill and Melinda Gates FoundationFundação de Amparo à Pesquisa do Estado do Rio de Janeiro (FAPERJ)Division of Nutritional Sciences Cornell University, 227 Savage HallDepartment of Epidemiology Institute of Social Medicine Rio de Janeiro State University, Rua São Francisco Xavier, 524, 7 andar, Bloco D, Sala 7018, MaracanãMaternal Adolescent Reproductive and Child Health (MARCH) Centre London School of Hygiene and Tropical Medicine, Keppel StreetCentre for Tropical Medicine and Global Health Nuffield Department of Medicine University of Oxford, Peter Medawar Building for Pathogen Research (PMB), South Parks RoadDepartment of Obstetrics and Gynaecology Faculty of Medicine University of British Columbia, Suite 930, 1125 Howe StreetPostgraduate Program in Collective Health Federal University of Espírito SantoDepartment of Epidemiology and Quantitative Methods in Health Sérgio Arouca National School of Public Health Oswaldo Cruz FoundationDepartment of Epidemiology School of Public Health University of São PauloPostgraduate Program in Public Health Federal University of MaranhãoMedicine School Federal University of GoiásDepartment of Nutrition and Dietetics Josué de Castro Nutrition Federal University of Rio de JaneiroNursing Department Botucatu Medical School Julio de Mesquita Filho Paulista State UniversityMultidisciplinary Health Institute Federal University of BahiaPostgraduate Program in Epidemiology Federal University of PelotasPublic Health Nursing Department School of Nursing University of São PauloDepartment of Obstetrics and Gynecology School of Medical Sciences University of CampinasDepartment of Health Feira de Santana State UniversityFederal University of Rio de Janeiro, Campus MacaéFaculty of Nutrition Federal University of PelotasPostgraduate Program in Public Health Federal University of Rio GrandePostgraduate Program in Health and Environment University of Joinville RegionJulio de Mesquita Filho Paulista State UniversityPostgraduate Program in Physical Education Federal University of PelotasPostgraduate Program in Epidemiology Department of Social Medicine School of Medicine Federal University of Rio Grande do SulDepartment of Public Health Federal University of MaranhãoHealth Sciences Center University of the Joinville RegionDepartment of Pathology Medical School of the University of São PauloDepartment of Epidemiology Federal University of Recôncavo da BahiaNutritional Epidemiology Observatory Josué de Castro Nutrition Institute Federal University of Rio de Janeiro, Avenida Carlos Chagas Filho 373/CCS, bloco J, 2 andar, sala 29, Cidade Universitária, Ilha do FundãoNursing Department Botucatu Medical School Julio de Mesquita Filho Paulista State UniversityJulio de Mesquita Filho Paulista State UniversityBill and Melinda Gates Foundation: OPP 1202165Cornell UniversityRio de Janeiro State UniversityLondon School of Hygiene and Tropical MedicineUniversity of OxfordUniversity of British ColumbiaFederal University of Espírito SantoOswaldo Cruz FoundationUniversidade de São Paulo (USP)Federal University of MaranhãoUniversidade Federal de Goiás (UFG)Federal University of Rio de JaneiroUniversidade Estadual Paulista (UNESP)Universidade Federal da Bahia (UFBA)Federal University of PelotasUniversidade Estadual de Campinas (UNICAMP)Feira de Santana State UniversityFederal University of Rio GrandeUniversity of Joinville RegionFederal University of Rio Grande do SulUniversity of the Joinville RegionFederal University of Recôncavo da BahiaCarrilho, Thaís Rangel BousquetFarias, Dayana RodriguesBatalha, Mônica AraújoCosta, Nathalia Cristina FreitasRasmussen, Kathleen M.Reichenheim, Michael E.Ohuma, Eric O.Hutcheon, Jennifer A.Kac, GilbertoOliveira, Adauto EmmerichEsteves-Pereira, Ana PaulaSato, Ana Paula Sayurida Silva, Antônio Augusto MouraCosta, Bárbara Miranda Ferreirade Moraes, Claudia LeiteSaunders, ClaudiaParada, Cristina Maria Garcia de Lima [UNESP]Rocha, Daniela da SilvaGigante, Denise Petruccidos Santos-Neto, Edson TheodoroLacerda, Elisa Maria de AquinoFujimori, ElizabethSurita, Fernanda GaranhaniGomes-Filho, Isaac SuzartBierhals, Isabel OliveiraCapelli, Jane de Carlos SantanaCecatti, José GuilhermeVaz, Juliana dos SantosCesar, Juraci AlmeidaMastroeni, Marco FábioCarvalhaes, Maria Antonieta de Barros Leite [UNESP]da Silveira, Mariângela FreitasDomingues, Marlos RodriguesFernandes, Mayra PachecoDrehmer, MicheleGonzalez, Mylena MacielPadilha, Patrícia de CarvalhoJunior, Renato PassiniSouza, Renato TeixeiraAlves, Ronaldo Fernandes SantosBatista, Rosângela Fernandes LucenaMastroeni, Silmara Salete de Barros SilvaSaldiva, Silvia Regina Dias Medicida Cruz, Simone SeixasMorais, Sirlei SianiMengue, Sotero Serrate2022-04-29T08:28:59Z2022-04-29T08:28:59Z2020-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1038/s41598-020-71612-8Scientific Reports, v. 10, n. 1, 2020.2045-2322http://hdl.handle.net/11449/22884910.1038/s41598-020-71612-82-s2.0-85090816637Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengScientific Reportsinfo:eu-repo/semantics/openAccess2022-04-29T08:29:00Zoai:repositorio.unesp.br:11449/228849Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-29T08:29Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics |
title |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics |
spellingShingle |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics Carrilho, Thaís Rangel Bousquet |
title_short |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics |
title_full |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics |
title_fullStr |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics |
title_full_unstemmed |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics |
title_sort |
Brazilian Maternal and Child Nutrition Consortium: establishment, data harmonization and basic characteristics |
author |
Carrilho, Thaís Rangel Bousquet |
author_facet |
Carrilho, Thaís Rangel Bousquet Farias, Dayana Rodrigues Batalha, Mônica Araújo Costa, Nathalia Cristina Freitas Rasmussen, Kathleen M. Reichenheim, Michael E. Ohuma, Eric O. Hutcheon, Jennifer A. Kac, Gilberto Oliveira, Adauto Emmerich Esteves-Pereira, Ana Paula Sato, Ana Paula Sayuri da Silva, Antônio Augusto Moura Costa, Bárbara Miranda Ferreira de Moraes, Claudia Leite Saunders, Claudia Parada, Cristina Maria Garcia de Lima [UNESP] Rocha, Daniela da Silva Gigante, Denise Petrucci dos Santos-Neto, Edson Theodoro Lacerda, Elisa Maria de Aquino Fujimori, Elizabeth Surita, Fernanda Garanhani Gomes-Filho, Isaac Suzart Bierhals, Isabel Oliveira Capelli, Jane de Carlos Santana Cecatti, José Guilherme Vaz, Juliana dos Santos Cesar, Juraci Almeida Mastroeni, Marco Fábio Carvalhaes, Maria Antonieta de Barros Leite [UNESP] da Silveira, Mariângela Freitas Domingues, Marlos Rodrigues Fernandes, Mayra Pacheco Drehmer, Michele Gonzalez, Mylena Maciel Padilha, Patrícia de Carvalho Junior, Renato Passini Souza, Renato Teixeira Alves, Ronaldo Fernandes Santos Batista, Rosângela Fernandes Lucena Mastroeni, Silmara Salete de Barros Silva Saldiva, Silvia Regina Dias Medici da Cruz, Simone Seixas Morais, Sirlei Siani Mengue, Sotero Serrate |
author_role |
author |
author2 |
Farias, Dayana Rodrigues Batalha, Mônica Araújo Costa, Nathalia Cristina Freitas Rasmussen, Kathleen M. Reichenheim, Michael E. Ohuma, Eric O. Hutcheon, Jennifer A. Kac, Gilberto Oliveira, Adauto Emmerich Esteves-Pereira, Ana Paula Sato, Ana Paula Sayuri da Silva, Antônio Augusto Moura Costa, Bárbara Miranda Ferreira de Moraes, Claudia Leite Saunders, Claudia Parada, Cristina Maria Garcia de Lima [UNESP] Rocha, Daniela da Silva Gigante, Denise Petrucci dos Santos-Neto, Edson Theodoro Lacerda, Elisa Maria de Aquino Fujimori, Elizabeth Surita, Fernanda Garanhani Gomes-Filho, Isaac Suzart Bierhals, Isabel Oliveira Capelli, Jane de Carlos Santana Cecatti, José Guilherme Vaz, Juliana dos Santos Cesar, Juraci Almeida Mastroeni, Marco Fábio Carvalhaes, Maria Antonieta de Barros Leite [UNESP] da Silveira, Mariângela Freitas Domingues, Marlos Rodrigues Fernandes, Mayra Pacheco Drehmer, Michele Gonzalez, Mylena Maciel Padilha, Patrícia de Carvalho Junior, Renato Passini Souza, Renato Teixeira Alves, Ronaldo Fernandes Santos Batista, Rosângela Fernandes Lucena Mastroeni, Silmara Salete de Barros Silva Saldiva, Silvia Regina Dias Medici da Cruz, Simone Seixas Morais, Sirlei Siani Mengue, Sotero Serrate |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Cornell University Rio de Janeiro State University London School of Hygiene and Tropical Medicine University of Oxford University of British Columbia Federal University of Espírito Santo Oswaldo Cruz Foundation Universidade de São Paulo (USP) Federal University of Maranhão Universidade Federal de Goiás (UFG) Federal University of Rio de Janeiro Universidade Estadual Paulista (UNESP) Universidade Federal da Bahia (UFBA) Federal University of Pelotas Universidade Estadual de Campinas (UNICAMP) Feira de Santana State University Federal University of Rio Grande University of Joinville Region Federal University of Rio Grande do Sul University of the Joinville Region Federal University of Recôncavo da Bahia |
dc.contributor.author.fl_str_mv |
Carrilho, Thaís Rangel Bousquet Farias, Dayana Rodrigues Batalha, Mônica Araújo Costa, Nathalia Cristina Freitas Rasmussen, Kathleen M. Reichenheim, Michael E. Ohuma, Eric O. Hutcheon, Jennifer A. Kac, Gilberto Oliveira, Adauto Emmerich Esteves-Pereira, Ana Paula Sato, Ana Paula Sayuri da Silva, Antônio Augusto Moura Costa, Bárbara Miranda Ferreira de Moraes, Claudia Leite Saunders, Claudia Parada, Cristina Maria Garcia de Lima [UNESP] Rocha, Daniela da Silva Gigante, Denise Petrucci dos Santos-Neto, Edson Theodoro Lacerda, Elisa Maria de Aquino Fujimori, Elizabeth Surita, Fernanda Garanhani Gomes-Filho, Isaac Suzart Bierhals, Isabel Oliveira Capelli, Jane de Carlos Santana Cecatti, José Guilherme Vaz, Juliana dos Santos Cesar, Juraci Almeida Mastroeni, Marco Fábio Carvalhaes, Maria Antonieta de Barros Leite [UNESP] da Silveira, Mariângela Freitas Domingues, Marlos Rodrigues Fernandes, Mayra Pacheco Drehmer, Michele Gonzalez, Mylena Maciel Padilha, Patrícia de Carvalho Junior, Renato Passini Souza, Renato Teixeira Alves, Ronaldo Fernandes Santos Batista, Rosângela Fernandes Lucena Mastroeni, Silmara Salete de Barros Silva Saldiva, Silvia Regina Dias Medici da Cruz, Simone Seixas Morais, Sirlei Siani Mengue, Sotero Serrate |
description |
Pooled data analysis in the field of maternal and child nutrition rarely incorporates data from low- and middle-income countries and existing studies lack a description of the methods used to harmonize the data and to assess heterogeneity. We describe the creation of the Brazilian Maternal and Child Nutrition Consortium dataset, from multiple pooled longitudinal studies, having gestational weight gain (GWG) as an example. Investigators of the eligible studies published from 1990 to 2018 were invited to participate. We conducted consistency analysis, identified outliers, and assessed heterogeneity for GWG. Outliers identification considered the longitudinal nature of the data. Heterogeneity was performed adjusting multilevel models. We identified 68 studies and invited 59 for this initiative. Data from 29 studies were received, 21 were retained for analysis, resulting in a final sample of 17,344 women with 72,616 weight measurements. Fewer than 1% of all weight measurements were flagged as outliers. Women with pre-pregnancy obesity had lower values for GWG throughout pregnancy. GWG, birth length and weight were similar across the studies and remarkably similar to a Brazilian nationwide study. Pooled data analyses can increase the potential of addressing important questions regarding maternal and child health, especially in countries where research investment is limited. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-12-01 2022-04-29T08:28:59Z 2022-04-29T08:28:59Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1038/s41598-020-71612-8 Scientific Reports, v. 10, n. 1, 2020. 2045-2322 http://hdl.handle.net/11449/228849 10.1038/s41598-020-71612-8 2-s2.0-85090816637 |
url |
http://dx.doi.org/10.1038/s41598-020-71612-8 http://hdl.handle.net/11449/228849 |
identifier_str_mv |
Scientific Reports, v. 10, n. 1, 2020. 2045-2322 10.1038/s41598-020-71612-8 2-s2.0-85090816637 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Scientific Reports |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
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1799965404515270656 |