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Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh
OBJECTIVE: To investigate the association between existing household water quality, sanitation and hygiene (WASH) practices and severe cholera risk in a dense urban slum where cholera is highly endemic. DESIGN, SETTING AND PARTICIPANTS: We assembled a large prospective cohort within a cluster random...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9494564/ https://www.ncbi.nlm.nih.gov/pubmed/36130764 http://dx.doi.org/10.1136/bmjopen-2022-060858 |
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author | Kang, Sophie Chowdhury, Fahima Park, Juyeon Ahmed, Tasnuva Tadesse, Birkneh Tilahun Islam, Md. Taufiqul Kim, Deok Ryun Im, Justin Aziz, Asma Binte Hoque, Masuma Pak, Gideok Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Zaman, K Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D |
author_facet | Kang, Sophie Chowdhury, Fahima Park, Juyeon Ahmed, Tasnuva Tadesse, Birkneh Tilahun Islam, Md. Taufiqul Kim, Deok Ryun Im, Justin Aziz, Asma Binte Hoque, Masuma Pak, Gideok Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Zaman, K Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D |
author_sort | Kang, Sophie |
collection | PubMed |
description | OBJECTIVE: To investigate the association between existing household water quality, sanitation and hygiene (WASH) practices and severe cholera risk in a dense urban slum where cholera is highly endemic. DESIGN, SETTING AND PARTICIPANTS: We assembled a large prospective cohort within a cluster randomised trial evaluating the effectiveness of oral cholera vaccine. Our dynamic cohort population (n=193 576) comprised individuals living in the ‘non-intervention’ clusters of the trial, and were followed over 4 years. This study was conducted in a dense urban slum community of Dhaka, Bangladesh and cholera surveillance was undertaken in 12 hospitals serving the study area. PRIMARY OUTCOME MEASURE: First severe cholera episode detected during follow-up period. METHODS: We applied a machine learning algorithm on a training subpopulation (n=96 943) to develop a binary (‘better’, ‘not better’) composite WASH variable predictive of severe cholera. The WASH rule was evaluated for performance in a separate validation subpopulation (n=96 633). Afterwards, we used Cox regression models to evaluate the association between ‘better’ WASH households and severe cholera risk over 4 years in the entire study population. RESULTS: The ‘better’ WASH rule found that water quality and access were the most significant factors associated with severe cholera risk. Members of ‘better’ WASH households, constituting one-third of the population, had a 47% reduced risk of severe cholera (95% CI: 29 to 69; p<0.001), after adjusting for covariates. The protective association between living in a ‘better’ WASH household and severe cholera persisted in all age groups. CONCLUSIONS: Salutary existing household WASH practices were associated with a significantly reduced long-term risk of severe cholera in an urban slum of Dhaka. These findings suggest that WASH adaptations already practised in the community may be important for developing and implementing effective and sustainable cholera control programmes in similar settings. TRIAL REGISTRATION NUMBER: This article is a re-analysis of data from a cluster randomized trial; can be found on ClinicalTrials.gov NCT01339845 |
format | Online Article Text |
id | pubmed-9494564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-94945642022-09-23 Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh Kang, Sophie Chowdhury, Fahima Park, Juyeon Ahmed, Tasnuva Tadesse, Birkneh Tilahun Islam, Md. Taufiqul Kim, Deok Ryun Im, Justin Aziz, Asma Binte Hoque, Masuma Pak, Gideok Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Zaman, K Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D BMJ Open Global Health OBJECTIVE: To investigate the association between existing household water quality, sanitation and hygiene (WASH) practices and severe cholera risk in a dense urban slum where cholera is highly endemic. DESIGN, SETTING AND PARTICIPANTS: We assembled a large prospective cohort within a cluster randomised trial evaluating the effectiveness of oral cholera vaccine. Our dynamic cohort population (n=193 576) comprised individuals living in the ‘non-intervention’ clusters of the trial, and were followed over 4 years. This study was conducted in a dense urban slum community of Dhaka, Bangladesh and cholera surveillance was undertaken in 12 hospitals serving the study area. PRIMARY OUTCOME MEASURE: First severe cholera episode detected during follow-up period. METHODS: We applied a machine learning algorithm on a training subpopulation (n=96 943) to develop a binary (‘better’, ‘not better’) composite WASH variable predictive of severe cholera. The WASH rule was evaluated for performance in a separate validation subpopulation (n=96 633). Afterwards, we used Cox regression models to evaluate the association between ‘better’ WASH households and severe cholera risk over 4 years in the entire study population. RESULTS: The ‘better’ WASH rule found that water quality and access were the most significant factors associated with severe cholera risk. Members of ‘better’ WASH households, constituting one-third of the population, had a 47% reduced risk of severe cholera (95% CI: 29 to 69; p<0.001), after adjusting for covariates. The protective association between living in a ‘better’ WASH household and severe cholera persisted in all age groups. CONCLUSIONS: Salutary existing household WASH practices were associated with a significantly reduced long-term risk of severe cholera in an urban slum of Dhaka. These findings suggest that WASH adaptations already practised in the community may be important for developing and implementing effective and sustainable cholera control programmes in similar settings. TRIAL REGISTRATION NUMBER: This article is a re-analysis of data from a cluster randomized trial; can be found on ClinicalTrials.gov NCT01339845 BMJ Publishing Group 2022-09-21 /pmc/articles/PMC9494564/ /pubmed/36130764 http://dx.doi.org/10.1136/bmjopen-2022-060858 Text en © Author(s) (or their employer(s)) 2022. 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 | Global Health Kang, Sophie Chowdhury, Fahima Park, Juyeon Ahmed, Tasnuva Tadesse, Birkneh Tilahun Islam, Md. Taufiqul Kim, Deok Ryun Im, Justin Aziz, Asma Binte Hoque, Masuma Pak, Gideok Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Zaman, K Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh |
title | Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh |
title_full | Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh |
title_fullStr | Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh |
title_full_unstemmed | Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh |
title_short | Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh |
title_sort | are better existing wash practices in urban slums associated with a lower long-term risk of severe cholera? a prospective cohort study with 4 years of follow-up in mirpur, bangladesh |
topic | Global Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9494564/ https://www.ncbi.nlm.nih.gov/pubmed/36130764 http://dx.doi.org/10.1136/bmjopen-2022-060858 |
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