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A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan
Tuberculosis (TB) is the leading cause of avoidable deaths from an infectious disease globally and a large of number of people who develop TB each year remain undiagnosed. Active case-finding has been recommended by the World Health Organization to bridge the case-detection gap for TB in high burden...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873642/ https://www.ncbi.nlm.nih.gov/pubmed/36693930 http://dx.doi.org/10.1038/s41598-023-28529-9 |
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author | Zaidi, Syed Mohammad Asad Jamal, Wafa Zehra Mergenthaler, Christina Azeemi, Kiran Sohail Van Den Berge, Nick Creswell, Jacob Khan, Aamir Khowaja, Saira Habib, Shifa Salman |
author_facet | Zaidi, Syed Mohammad Asad Jamal, Wafa Zehra Mergenthaler, Christina Azeemi, Kiran Sohail Van Den Berge, Nick Creswell, Jacob Khan, Aamir Khowaja, Saira Habib, Shifa Salman |
author_sort | Zaidi, Syed Mohammad Asad |
collection | PubMed |
description | Tuberculosis (TB) is the leading cause of avoidable deaths from an infectious disease globally and a large of number of people who develop TB each year remain undiagnosed. Active case-finding has been recommended by the World Health Organization to bridge the case-detection gap for TB in high burden countries. However, concerns remain regarding their yield and cost-effectiveness. Data from mobile chest X-ray (CXR) supported active case-finding community camps conducted in Karachi, Pakistan from July 2018 to March 2020 was retrospectively analyzed. Frequency analysis was carried out at the camp-level and outcomes of interest for the spatial analyses were mycobacterium TB positivity (MTB+) and X-ray abnormality rates. The Global Moran’s I statistic was used to test for spatial autocorrelation for MTB+ and abnormal X-rays within Union Councils (UCs) in Karachi. A total of 1161 (78.1%) camps yielded no MTB+ cases, 246 (16.5%) camps yielded 1 MTB+, 52 (3.5%) camps yielded 2 MTB+ and 27 (1.8%) yielded 3 or more MTB+. A total of 79 (5.3%) camps accounted for 193 (44.0%) of MTB+ cases detected. Statistically significant clustering for MTB positivity (Global Moran’s I: 0.09) and abnormal chest X-rays (Global Moran’s I: 0.36) rates was identified within UCs in Karachi. Clustering of UCs with high MTB positivity were identified in Karachi West district. Statistically significant spatial variation was identified in yield of bacteriologically positive TB cases and in abnormal CXR through active case-finding in Karachi. Cost-effectiveness of active case-finding programs can be improved by identifying and focusing interventions in hotspots and avoiding locations with no known TB cases reported through routine surveillance. |
format | Online Article Text |
id | pubmed-9873642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98736422023-01-26 A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan Zaidi, Syed Mohammad Asad Jamal, Wafa Zehra Mergenthaler, Christina Azeemi, Kiran Sohail Van Den Berge, Nick Creswell, Jacob Khan, Aamir Khowaja, Saira Habib, Shifa Salman Sci Rep Article Tuberculosis (TB) is the leading cause of avoidable deaths from an infectious disease globally and a large of number of people who develop TB each year remain undiagnosed. Active case-finding has been recommended by the World Health Organization to bridge the case-detection gap for TB in high burden countries. However, concerns remain regarding their yield and cost-effectiveness. Data from mobile chest X-ray (CXR) supported active case-finding community camps conducted in Karachi, Pakistan from July 2018 to March 2020 was retrospectively analyzed. Frequency analysis was carried out at the camp-level and outcomes of interest for the spatial analyses were mycobacterium TB positivity (MTB+) and X-ray abnormality rates. The Global Moran’s I statistic was used to test for spatial autocorrelation for MTB+ and abnormal X-rays within Union Councils (UCs) in Karachi. A total of 1161 (78.1%) camps yielded no MTB+ cases, 246 (16.5%) camps yielded 1 MTB+, 52 (3.5%) camps yielded 2 MTB+ and 27 (1.8%) yielded 3 or more MTB+. A total of 79 (5.3%) camps accounted for 193 (44.0%) of MTB+ cases detected. Statistically significant clustering for MTB positivity (Global Moran’s I: 0.09) and abnormal chest X-rays (Global Moran’s I: 0.36) rates was identified within UCs in Karachi. Clustering of UCs with high MTB positivity were identified in Karachi West district. Statistically significant spatial variation was identified in yield of bacteriologically positive TB cases and in abnormal CXR through active case-finding in Karachi. Cost-effectiveness of active case-finding programs can be improved by identifying and focusing interventions in hotspots and avoiding locations with no known TB cases reported through routine surveillance. Nature Publishing Group UK 2023-01-24 /pmc/articles/PMC9873642/ /pubmed/36693930 http://dx.doi.org/10.1038/s41598-023-28529-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Zaidi, Syed Mohammad Asad Jamal, Wafa Zehra Mergenthaler, Christina Azeemi, Kiran Sohail Van Den Berge, Nick Creswell, Jacob Khan, Aamir Khowaja, Saira Habib, Shifa Salman A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan |
title | A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan |
title_full | A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan |
title_fullStr | A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan |
title_full_unstemmed | A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan |
title_short | A spatial analysis of TB cases and abnormal X-rays detected through active case-finding in Karachi, Pakistan |
title_sort | spatial analysis of tb cases and abnormal x-rays detected through active case-finding in karachi, pakistan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873642/ https://www.ncbi.nlm.nih.gov/pubmed/36693930 http://dx.doi.org/10.1038/s41598-023-28529-9 |
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