Risk Score to Predict Time-to Sputum Smear and Culture Conversions in Patients Treated with Shorter MDR Tuberculosis Regime in Guinea: A Retrospective Cohort Study

Alhassane Diallo, B. D. Diallo, L. Camara, Gladys Djuiga Fotso, S. Camara, B. Bah, Magassouba Aboubacar Sidiki, A. Barry, T. Diallo, C. Aboubacar, Neneh Bah, Fulgence N’Zabintawali, Souleymane Hassane Haroune, Miguel Lotshutshu, M. H. Diallo, O. Sow
{"title":"Risk Score to Predict Time-to Sputum Smear and Culture Conversions in Patients Treated with Shorter MDR Tuberculosis Regime in Guinea: A Retrospective Cohort Study","authors":"Alhassane Diallo, B. D. Diallo, L. Camara, Gladys Djuiga Fotso, S. Camara, B. Bah, Magassouba Aboubacar Sidiki, A. Barry, T. Diallo, C. Aboubacar, Neneh Bah, Fulgence N’Zabintawali, Souleymane Hassane Haroune, Miguel Lotshutshu, M. H. Diallo, O. Sow","doi":"10.21203/rs.2.14492/v1","DOIUrl":null,"url":null,"abstract":"\n Background Sputum smear and culture examination were used as bacteriological marker to monitor multidrug-resistant tuberculosis (MDR-TB) treatment. We aimed to identify the strongest contributing factors that affect time-to sputum bacteriological conversion, and to develop a practical risk scoreMethods Patients treated with shorter MDR-TB treatment regime between June 07, 2016 and June 22, 2018 from three major drug-resistance TB centres in Guinea, who had a positive smear or culture at baseline, and who had rifampicin resistance were analysed. Sputum bacteriological conversion was defined as two consecutive negative smear or culture taken at least 30 days apart. Cox regression model was used to analyse time-to initial sputum conversion, and to identify influencing factors. A simple risk score was constructed using the regression coefficients from each final model. Time-dependent AUC was used to determine the optimal time points of bacteriological conversion.Results 75% (173/232) of patients with a positive smear and culture at baseline were analyzed. A total, 90.2% (156/173) and 89% (154/173) of the patients had smear and culture conversions in a median of 59 days (inter-quartile range: 59 – 61) respectively. Lower colony count (< 3 +) of initial culture (aHR = 1.52, 1.09 – 2.14) and previously history of TB treatment (aHR = 2.10, 1.26 – 3.51) were more likely to have culture conversion, while only the higher BMI (aHR = 1.10, 1.03 – 1.18) was associated with rapid smear conversion. The predicted risk score from independent predictors showed good discrimination (0.855 ± 0.023 and 0.883 ± 0.02 respectively for smear and culture conversions). Time-to initial culture conversion provided a better discriminative capacity (AUC) to detect patients with higher chance to being treatment success during the first three months.Conclusion The identified predictors can be considered to improve the management of MDR-TB patients. The optimal time points for culture conversion was three months in shorter regime. Keywords: Conversion, Multidrug-resistant, Tuberculosis, Guinea.","PeriodicalId":339086,"journal":{"name":"Central African Journal of Public Health","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Central African Journal of Public Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21203/rs.2.14492/v1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background Sputum smear and culture examination were used as bacteriological marker to monitor multidrug-resistant tuberculosis (MDR-TB) treatment. We aimed to identify the strongest contributing factors that affect time-to sputum bacteriological conversion, and to develop a practical risk scoreMethods Patients treated with shorter MDR-TB treatment regime between June 07, 2016 and June 22, 2018 from three major drug-resistance TB centres in Guinea, who had a positive smear or culture at baseline, and who had rifampicin resistance were analysed. Sputum bacteriological conversion was defined as two consecutive negative smear or culture taken at least 30 days apart. Cox regression model was used to analyse time-to initial sputum conversion, and to identify influencing factors. A simple risk score was constructed using the regression coefficients from each final model. Time-dependent AUC was used to determine the optimal time points of bacteriological conversion.Results 75% (173/232) of patients with a positive smear and culture at baseline were analyzed. A total, 90.2% (156/173) and 89% (154/173) of the patients had smear and culture conversions in a median of 59 days (inter-quartile range: 59 – 61) respectively. Lower colony count (< 3 +) of initial culture (aHR = 1.52, 1.09 – 2.14) and previously history of TB treatment (aHR = 2.10, 1.26 – 3.51) were more likely to have culture conversion, while only the higher BMI (aHR = 1.10, 1.03 – 1.18) was associated with rapid smear conversion. The predicted risk score from independent predictors showed good discrimination (0.855 ± 0.023 and 0.883 ± 0.02 respectively for smear and culture conversions). Time-to initial culture conversion provided a better discriminative capacity (AUC) to detect patients with higher chance to being treatment success during the first three months.Conclusion The identified predictors can be considered to improve the management of MDR-TB patients. The optimal time points for culture conversion was three months in shorter regime. Keywords: Conversion, Multidrug-resistant, Tuberculosis, Guinea.
风险评分预测几内亚短期耐多药结核病治疗患者的时间-痰涂片和培养转化:一项回顾性队列研究
背景痰涂片和培养检查是监测耐多药结核病(MDR-TB)治疗的细菌学指标。我们的目的是确定影响时间-痰细菌学转化的最强因素,并制定实用的风险评分方法。方法分析2016年6月7日至2018年6月22日期间,来自几内亚三个主要耐药结核病中心接受较短耐多药结核病治疗方案的患者,这些患者在基线时涂片或培养呈阳性,并且对利福平耐药。痰细菌学转化定义为两次连续阴性涂片或培养间隔至少30天。采用Cox回归模型分析时间-初始痰转化,并找出影响因素。使用每个最终模型的回归系数构建一个简单的风险评分。采用随时间变化的AUC确定细菌转化的最佳时间点。结果75%(173/232)的患者在基线时涂片和培养呈阳性。共有90.2%(156/173)和89%(154/173)的患者在中位59天(四分位数范围:59 - 61)内分别进行了涂片和培养转化。较低菌落计数(< 3 +)的初始培养(aHR = 1.52, 1.09 - 2.14)和既往结核病治疗史(aHR = 2.10, 1.26 - 3.51)更容易发生培养转化,而只有较高的BMI (aHR = 1.10, 1.03 - 1.18)与快速涂片转化相关。独立预测因子的预测风险评分具有良好的鉴别性(涂片和培养分别为0.855±0.023和0.883±0.02)。时间-初始培养转换提供了更好的鉴别能力(AUC),以检测前三个月治疗成功机会较高的患者。结论确定的预测因素可作为改进耐多药结核病患者管理的参考因素。培养转化的最佳时间点为3个月。关键词:转化,耐多药,结核病,几内亚
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信