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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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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2023
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.
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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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