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Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol
INTRODUCTION: There is a limited understanding of the early nutrition and pregnancy determinants of short-term and long-term maternal and child health in ethnically diverse and socioeconomically vulnerable populations within low-income and middle-income countries. This investigation programme aims t...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10496662/ https://www.ncbi.nlm.nih.gov/pubmed/37673446 http://dx.doi.org/10.1136/bmjopen-2023-073479 |
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author | Carrilho, Thais Rangel Bousquet Silva, Natanael de Jesus Paixão, Enny Santos Falcão, Ila Rocha Fiaccone, Rosemeire Leovigildo Rodrigues, Laura Cunha Katikireddi, Srinivasa Vittal Leyland, Alastair H Dundas, Ruth Pearce, Anna Velasquez-Melendez, Gustavo Kac, Gilberto Silva, Rita de Cássia Ribeiro Barreto, Mauricio L |
author_facet | Carrilho, Thais Rangel Bousquet Silva, Natanael de Jesus Paixão, Enny Santos Falcão, Ila Rocha Fiaccone, Rosemeire Leovigildo Rodrigues, Laura Cunha Katikireddi, Srinivasa Vittal Leyland, Alastair H Dundas, Ruth Pearce, Anna Velasquez-Melendez, Gustavo Kac, Gilberto Silva, Rita de Cássia Ribeiro Barreto, Mauricio L |
author_sort | Carrilho, Thais Rangel Bousquet |
collection | PubMed |
description | INTRODUCTION: There is a limited understanding of the early nutrition and pregnancy determinants of short-term and long-term maternal and child health in ethnically diverse and socioeconomically vulnerable populations within low-income and middle-income countries. This investigation programme aims to: (1) describe maternal weight trajectories throughout the life course; (2) describe child weight, height and body mass index (BMI) trajectories; (3) create and validate models to predict childhood obesity at 5 years of age; (4) estimate the effects of prepregnancy BMI, gestational weight gain (GWG) and maternal weight trajectories on adverse maternal and neonatal outcomes and child growth trajectories; (5) estimate the effects of prepregnancy BMI, GWG, maternal weight and interpregnancy BMI changes on maternal and child outcomes in the subsequent pregnancy; and (6) estimate the effects of maternal food consumption and infant feeding practices on child nutritional status and growth trajectories. METHODS AND ANALYSIS: Linked data from four different Brazilian databases will be used: the 100 Million Brazilian Cohort, the Live Births Information System, the Mortality Information System and the Food and Nutrition Surveillance System. To analyse trajectories, latent-growth, superimposition by translation and rotation and broken stick models will be used. To create prediction models for childhood obesity, machine learning techniques will be applied. For the association between the selected exposure and outcomes variables, generalised linear models will be considered. Directed acyclic graphs will be constructed to identify potential confounders for each analysis investigating potential causal relationships. ETHICS AND DISSEMINATION: This protocol was approved by the Research Ethics Committees of the authors’ institutions. The linkage will be carried out in a secure environment. After the linkage, the data will be de-identified, and pre-authorised researchers will access the data set via a virtual private network connection. Results will be reported in open-access journals and disseminated to policymakers and the broader public. |
format | Online Article Text |
id | pubmed-10496662 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-104966622023-09-13 Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol Carrilho, Thais Rangel Bousquet Silva, Natanael de Jesus Paixão, Enny Santos Falcão, Ila Rocha Fiaccone, Rosemeire Leovigildo Rodrigues, Laura Cunha Katikireddi, Srinivasa Vittal Leyland, Alastair H Dundas, Ruth Pearce, Anna Velasquez-Melendez, Gustavo Kac, Gilberto Silva, Rita de Cássia Ribeiro Barreto, Mauricio L BMJ Open Epidemiology INTRODUCTION: There is a limited understanding of the early nutrition and pregnancy determinants of short-term and long-term maternal and child health in ethnically diverse and socioeconomically vulnerable populations within low-income and middle-income countries. This investigation programme aims to: (1) describe maternal weight trajectories throughout the life course; (2) describe child weight, height and body mass index (BMI) trajectories; (3) create and validate models to predict childhood obesity at 5 years of age; (4) estimate the effects of prepregnancy BMI, gestational weight gain (GWG) and maternal weight trajectories on adverse maternal and neonatal outcomes and child growth trajectories; (5) estimate the effects of prepregnancy BMI, GWG, maternal weight and interpregnancy BMI changes on maternal and child outcomes in the subsequent pregnancy; and (6) estimate the effects of maternal food consumption and infant feeding practices on child nutritional status and growth trajectories. METHODS AND ANALYSIS: Linked data from four different Brazilian databases will be used: the 100 Million Brazilian Cohort, the Live Births Information System, the Mortality Information System and the Food and Nutrition Surveillance System. To analyse trajectories, latent-growth, superimposition by translation and rotation and broken stick models will be used. To create prediction models for childhood obesity, machine learning techniques will be applied. For the association between the selected exposure and outcomes variables, generalised linear models will be considered. Directed acyclic graphs will be constructed to identify potential confounders for each analysis investigating potential causal relationships. ETHICS AND DISSEMINATION: This protocol was approved by the Research Ethics Committees of the authors’ institutions. The linkage will be carried out in a secure environment. After the linkage, the data will be de-identified, and pre-authorised researchers will access the data set via a virtual private network connection. Results will be reported in open-access journals and disseminated to policymakers and the broader public. BMJ Publishing Group 2023-09-06 /pmc/articles/PMC10496662/ /pubmed/37673446 http://dx.doi.org/10.1136/bmjopen-2023-073479 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Epidemiology Carrilho, Thais Rangel Bousquet Silva, Natanael de Jesus Paixão, Enny Santos Falcão, Ila Rocha Fiaccone, Rosemeire Leovigildo Rodrigues, Laura Cunha Katikireddi, Srinivasa Vittal Leyland, Alastair H Dundas, Ruth Pearce, Anna Velasquez-Melendez, Gustavo Kac, Gilberto Silva, Rita de Cássia Ribeiro Barreto, Mauricio L Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol |
title | Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol |
title_full | Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol |
title_fullStr | Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol |
title_full_unstemmed | Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol |
title_short | Maternal and child nutrition programme of investigation within the 100 Million Brazilian Cohort: study protocol |
title_sort | maternal and child nutrition programme of investigation within the 100 million brazilian cohort: study protocol |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10496662/ https://www.ncbi.nlm.nih.gov/pubmed/37673446 http://dx.doi.org/10.1136/bmjopen-2023-073479 |
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