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Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns
BACKGROUND: Prematurity and respiratory distress syndrome (RDS) are strongly associated. RDS continues to be an important contributor to neonatal mortality in low- and middle-income countries. This study aimed to identify clusters of preterm live births and RDS-associated neonatal deaths, and their...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9210662/ https://www.ncbi.nlm.nih.gov/pubmed/35725459 http://dx.doi.org/10.1186/s12889-022-13629-4 |
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author | Marinonio, Ana Sílvia Scavacini Costa-Nobre, Daniela Testoni Miyoshi, Milton Harumi Balda, Rita de Cassia Xavier Areco, Kelsy Catherina Nema Konstantyner, Tulio Kawakami, Mandira Daripa Sanudo, Adriana Bandiera-Paiva, Paulo de Freitas, Rosa Maria Vieira Morais, Lilian Cristina Correia La Porte Teixeira, Mônica Waldvogel, Bernadette Cunha de Almeida, Maria Fernanda Branco Guinsburg, Ruth Kiffer, Carlos Roberto Veiga |
author_facet | Marinonio, Ana Sílvia Scavacini Costa-Nobre, Daniela Testoni Miyoshi, Milton Harumi Balda, Rita de Cassia Xavier Areco, Kelsy Catherina Nema Konstantyner, Tulio Kawakami, Mandira Daripa Sanudo, Adriana Bandiera-Paiva, Paulo de Freitas, Rosa Maria Vieira Morais, Lilian Cristina Correia La Porte Teixeira, Mônica Waldvogel, Bernadette Cunha de Almeida, Maria Fernanda Branco Guinsburg, Ruth Kiffer, Carlos Roberto Veiga |
author_sort | Marinonio, Ana Sílvia Scavacini |
collection | PubMed |
description | BACKGROUND: Prematurity and respiratory distress syndrome (RDS) are strongly associated. RDS continues to be an important contributor to neonatal mortality in low- and middle-income countries. This study aimed to identify clusters of preterm live births and RDS-associated neonatal deaths, and their cooccurrence pattern in São Paulo State, Brazil, between 2004 and 2015. METHODS: Population-based study of all live births with gestational age ≥ 22 weeks, birthweight ≥ 400 g, without congenital anomalies from mothers living in São Paulo State, Brazil, during 2004–2015. RDS-associated neonatal mortality was defined as deaths < 28 days with ICD-10 codes P22.0 or P28.0. RDS-associated neonatal mortality and preterm live births rates per municipality were submitted to first- and second-order spatial analysis before and after smoothing using local Bayes estimates. Spearman test was applied to identify the correlation pattern between both rates. RESULTS: Six hundred forty-five thousand two hundred seventy-six preterm live births and 11,078 RDS-associated neonatal deaths in São Paulo State, Brazil, during the study period were analyzed. After smoothing, a non-random spatial distribution of preterm live births rate (I = 0.78; p = 0.001) and RDS-associated neonatal mortality rate (I = 0.73; p = 0.001) was identified. LISA maps confirmed clusters for both, with a negative correlation (r = -0.24; p = 0.0000). Clusters of high RDS-associated neonatal mortality rates overlapping with clusters of low preterm live births rates were detected. CONCLUSIONS: Asymmetric cluster distribution of preterm live births and RDS-associated neonatal deaths may be helpful to indicate areas for perinatal healthcare improvement. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-13629-4. |
format | Online Article Text |
id | pubmed-9210662 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92106622022-06-22 Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns Marinonio, Ana Sílvia Scavacini Costa-Nobre, Daniela Testoni Miyoshi, Milton Harumi Balda, Rita de Cassia Xavier Areco, Kelsy Catherina Nema Konstantyner, Tulio Kawakami, Mandira Daripa Sanudo, Adriana Bandiera-Paiva, Paulo de Freitas, Rosa Maria Vieira Morais, Lilian Cristina Correia La Porte Teixeira, Mônica Waldvogel, Bernadette Cunha de Almeida, Maria Fernanda Branco Guinsburg, Ruth Kiffer, Carlos Roberto Veiga BMC Public Health Research BACKGROUND: Prematurity and respiratory distress syndrome (RDS) are strongly associated. RDS continues to be an important contributor to neonatal mortality in low- and middle-income countries. This study aimed to identify clusters of preterm live births and RDS-associated neonatal deaths, and their cooccurrence pattern in São Paulo State, Brazil, between 2004 and 2015. METHODS: Population-based study of all live births with gestational age ≥ 22 weeks, birthweight ≥ 400 g, without congenital anomalies from mothers living in São Paulo State, Brazil, during 2004–2015. RDS-associated neonatal mortality was defined as deaths < 28 days with ICD-10 codes P22.0 or P28.0. RDS-associated neonatal mortality and preterm live births rates per municipality were submitted to first- and second-order spatial analysis before and after smoothing using local Bayes estimates. Spearman test was applied to identify the correlation pattern between both rates. RESULTS: Six hundred forty-five thousand two hundred seventy-six preterm live births and 11,078 RDS-associated neonatal deaths in São Paulo State, Brazil, during the study period were analyzed. After smoothing, a non-random spatial distribution of preterm live births rate (I = 0.78; p = 0.001) and RDS-associated neonatal mortality rate (I = 0.73; p = 0.001) was identified. LISA maps confirmed clusters for both, with a negative correlation (r = -0.24; p = 0.0000). Clusters of high RDS-associated neonatal mortality rates overlapping with clusters of low preterm live births rates were detected. CONCLUSIONS: Asymmetric cluster distribution of preterm live births and RDS-associated neonatal deaths may be helpful to indicate areas for perinatal healthcare improvement. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-13629-4. BioMed Central 2022-06-20 /pmc/articles/PMC9210662/ /pubmed/35725459 http://dx.doi.org/10.1186/s12889-022-13629-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Marinonio, Ana Sílvia Scavacini Costa-Nobre, Daniela Testoni Miyoshi, Milton Harumi Balda, Rita de Cassia Xavier Areco, Kelsy Catherina Nema Konstantyner, Tulio Kawakami, Mandira Daripa Sanudo, Adriana Bandiera-Paiva, Paulo de Freitas, Rosa Maria Vieira Morais, Lilian Cristina Correia La Porte Teixeira, Mônica Waldvogel, Bernadette Cunha de Almeida, Maria Fernanda Branco Guinsburg, Ruth Kiffer, Carlos Roberto Veiga Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns |
title | Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns |
title_full | Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns |
title_fullStr | Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns |
title_full_unstemmed | Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns |
title_short | Clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns |
title_sort | clusters of preterm live births and respiratory distress syndrome-associated neonatal deaths: spatial distribution and cooccurrence patterns |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9210662/ https://www.ncbi.nlm.nih.gov/pubmed/35725459 http://dx.doi.org/10.1186/s12889-022-13629-4 |
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