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Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China
BACKGROUND: Tuberculosis (TB), a multisystemic disease with protean presentation, remains a major global health problem. Although concurrent pulmonary tuberculosis (PTB) and extrapulmonary tuberculosis (EPTB) cases are commonly observed clinically, knowledge regarding concurrent PTB-EPTB is limited....
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442182/ https://www.ncbi.nlm.nih.gov/pubmed/37609664 http://dx.doi.org/10.1155/2023/5562495 |
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author | Kang, Wanli Yu, Jiajia Liang, Chen Wang, Quanhong Li, Liang Du, Jian Chen, Hongyan Liu, Jianxiong Ma, Jinshan Li, Mingwu Qin, Jingmin Shu, Wei Zong, Peilan Zhang, Yi Yan, Xiaofeng Yang, Zhiyi Mei, Zaoxian Deng, Qunyi Wang, Pu Han, Wenge Wu, Meiying Chen, Ling Zhao, Xinguo Tan, Lei Li, Fujian Zheng, Chao Liu, Hongwei Li, Xinjie A., Ertai Du, Yingrong Liu, Fenglin Cui, Wenyu Yang, Song Chen, Xiaohong Han, Junfeng Xie, Qingyao Feng, Yanmei Liu, Wenyu Tang, Peijun Zhang, Jianyong Zheng, Jian Chen, Dawei Yao, Xiangyang Ren, Tong Li, Yan Li, Yuanyuan Wu, Lei Song, Qiang Yang, Mei Zhang, Jian Liu, Yuanyuan Guo, Shuliang Yan, Kun Shen, Xinghua Lei, Dan Zhang, Yanli Li, Youcai Dong, Yongkang Tang, Shenjie |
author_facet | Kang, Wanli Yu, Jiajia Liang, Chen Wang, Quanhong Li, Liang Du, Jian Chen, Hongyan Liu, Jianxiong Ma, Jinshan Li, Mingwu Qin, Jingmin Shu, Wei Zong, Peilan Zhang, Yi Yan, Xiaofeng Yang, Zhiyi Mei, Zaoxian Deng, Qunyi Wang, Pu Han, Wenge Wu, Meiying Chen, Ling Zhao, Xinguo Tan, Lei Li, Fujian Zheng, Chao Liu, Hongwei Li, Xinjie A., Ertai Du, Yingrong Liu, Fenglin Cui, Wenyu Yang, Song Chen, Xiaohong Han, Junfeng Xie, Qingyao Feng, Yanmei Liu, Wenyu Tang, Peijun Zhang, Jianyong Zheng, Jian Chen, Dawei Yao, Xiangyang Ren, Tong Li, Yan Li, Yuanyuan Wu, Lei Song, Qiang Yang, Mei Zhang, Jian Liu, Yuanyuan Guo, Shuliang Yan, Kun Shen, Xinghua Lei, Dan Zhang, Yanli Li, Youcai Dong, Yongkang Tang, Shenjie |
author_sort | Kang, Wanli |
collection | PubMed |
description | BACKGROUND: Tuberculosis (TB), a multisystemic disease with protean presentation, remains a major global health problem. Although concurrent pulmonary tuberculosis (PTB) and extrapulmonary tuberculosis (EPTB) cases are commonly observed clinically, knowledge regarding concurrent PTB-EPTB is limited. Here, a large-scale multicenter observational study conducted in China aimed to study the epidemiology of concurrent PTB-EPTB cases by diagnostically defining TB types and then implementing association rules analysis. METHODS: The retrospective study was conducted at 21 hospitals in 15 provinces in China and included all inpatients with confirmed TB diagnoses admitted from Jan 2011 to Dec 2017. Association rules analysis was conducted for cases with concurrent PTB and various types of EPTB using the Apriori algorithm. RESULTS: Evaluation of 438,979TB inpatients indicated PTB was the most commonly diagnosed (82.05%) followed by tuberculous pleurisy (23.62%). Concurrent PTB-EPTB was found in 129,422 cases (29.48%) of which tuberculous pleurisy was the most common concurrent EPTB type observed. The multivariable logistic regression models demonstrated that odds ratios of concurrent PTB-EPTB cases varied by gender and age group. For PTB cases with concurrent EPTB, the strongest association was found between PTB and concurrent bronchial tuberculosis (lift = 1.09). For EPTB cases with concurrent PTB, the strongest association was found between pharyngeal/laryngeal tuberculosis and concurrent PTB (lift = 1.11). Confidence and lift values of concurrent PTB-EPTB cases varied with gender and age. CONCLUSIONS: Numerous concurrent PTB-EPTB case types were observed, with confidence and lift values varying with gender and age. Clinicians should screen for concurrent PTB-EPTB in order to improve treatment outcomes. |
format | Online Article Text |
id | pubmed-10442182 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-104421822023-08-22 Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China Kang, Wanli Yu, Jiajia Liang, Chen Wang, Quanhong Li, Liang Du, Jian Chen, Hongyan Liu, Jianxiong Ma, Jinshan Li, Mingwu Qin, Jingmin Shu, Wei Zong, Peilan Zhang, Yi Yan, Xiaofeng Yang, Zhiyi Mei, Zaoxian Deng, Qunyi Wang, Pu Han, Wenge Wu, Meiying Chen, Ling Zhao, Xinguo Tan, Lei Li, Fujian Zheng, Chao Liu, Hongwei Li, Xinjie A., Ertai Du, Yingrong Liu, Fenglin Cui, Wenyu Yang, Song Chen, Xiaohong Han, Junfeng Xie, Qingyao Feng, Yanmei Liu, Wenyu Tang, Peijun Zhang, Jianyong Zheng, Jian Chen, Dawei Yao, Xiangyang Ren, Tong Li, Yan Li, Yuanyuan Wu, Lei Song, Qiang Yang, Mei Zhang, Jian Liu, Yuanyuan Guo, Shuliang Yan, Kun Shen, Xinghua Lei, Dan Zhang, Yanli Li, Youcai Dong, Yongkang Tang, Shenjie Int J Clin Pract Research Article BACKGROUND: Tuberculosis (TB), a multisystemic disease with protean presentation, remains a major global health problem. Although concurrent pulmonary tuberculosis (PTB) and extrapulmonary tuberculosis (EPTB) cases are commonly observed clinically, knowledge regarding concurrent PTB-EPTB is limited. Here, a large-scale multicenter observational study conducted in China aimed to study the epidemiology of concurrent PTB-EPTB cases by diagnostically defining TB types and then implementing association rules analysis. METHODS: The retrospective study was conducted at 21 hospitals in 15 provinces in China and included all inpatients with confirmed TB diagnoses admitted from Jan 2011 to Dec 2017. Association rules analysis was conducted for cases with concurrent PTB and various types of EPTB using the Apriori algorithm. RESULTS: Evaluation of 438,979TB inpatients indicated PTB was the most commonly diagnosed (82.05%) followed by tuberculous pleurisy (23.62%). Concurrent PTB-EPTB was found in 129,422 cases (29.48%) of which tuberculous pleurisy was the most common concurrent EPTB type observed. The multivariable logistic regression models demonstrated that odds ratios of concurrent PTB-EPTB cases varied by gender and age group. For PTB cases with concurrent EPTB, the strongest association was found between PTB and concurrent bronchial tuberculosis (lift = 1.09). For EPTB cases with concurrent PTB, the strongest association was found between pharyngeal/laryngeal tuberculosis and concurrent PTB (lift = 1.11). Confidence and lift values of concurrent PTB-EPTB cases varied with gender and age. CONCLUSIONS: Numerous concurrent PTB-EPTB case types were observed, with confidence and lift values varying with gender and age. Clinicians should screen for concurrent PTB-EPTB in order to improve treatment outcomes. Hindawi 2023-07-31 /pmc/articles/PMC10442182/ /pubmed/37609664 http://dx.doi.org/10.1155/2023/5562495 Text en Copyright © 2023 Wanli Kang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Kang, Wanli Yu, Jiajia Liang, Chen Wang, Quanhong Li, Liang Du, Jian Chen, Hongyan Liu, Jianxiong Ma, Jinshan Li, Mingwu Qin, Jingmin Shu, Wei Zong, Peilan Zhang, Yi Yan, Xiaofeng Yang, Zhiyi Mei, Zaoxian Deng, Qunyi Wang, Pu Han, Wenge Wu, Meiying Chen, Ling Zhao, Xinguo Tan, Lei Li, Fujian Zheng, Chao Liu, Hongwei Li, Xinjie A., Ertai Du, Yingrong Liu, Fenglin Cui, Wenyu Yang, Song Chen, Xiaohong Han, Junfeng Xie, Qingyao Feng, Yanmei Liu, Wenyu Tang, Peijun Zhang, Jianyong Zheng, Jian Chen, Dawei Yao, Xiangyang Ren, Tong Li, Yan Li, Yuanyuan Wu, Lei Song, Qiang Yang, Mei Zhang, Jian Liu, Yuanyuan Guo, Shuliang Yan, Kun Shen, Xinghua Lei, Dan Zhang, Yanli Li, Youcai Dong, Yongkang Tang, Shenjie Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China |
title | Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China |
title_full | Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China |
title_fullStr | Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China |
title_full_unstemmed | Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China |
title_short | Epidemiology and Association Rules Analysis for Pulmonary Tuberculosis Cases with Extrapulmonary Tuberculosis from Age and Gender Perspective: A Large-Scale Retrospective Multicenter Observational Study in China |
title_sort | epidemiology and association rules analysis for pulmonary tuberculosis cases with extrapulmonary tuberculosis from age and gender perspective: a large-scale retrospective multicenter observational study in china |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442182/ https://www.ncbi.nlm.nih.gov/pubmed/37609664 http://dx.doi.org/10.1155/2023/5562495 |
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