肯尼亚Cepheid GeneXpert HIV-1定性和定量检测的性能和可用性

肯尼亚Cepheid GeneXpert HIV-1检测的性能与可用性评估数据集,包含HIV暴露婴儿和阳性成人的诊断准确率、可用性及错误率数据。

Figshare
2019-03-22 更新
浏览 12
表格assayTB diagnosisCepheid GeneXpert HIVGeneXpert HIVload monitoring servicesHIV testingConclusion GeneXpert HIVsample transportation challenges911 HIV Exposed infantstest turnaround timeCIload monitoring
Performance and usability of Cepheid GeneXpert HIV-1 qualitative and quantitative assay in Kenya

基本信息

模态
表格
大小
0.000461317 GB
许可
CC BY 4.0
创建/更新时间
2019-03-22
版本
v1

资源简介

肯尼亚Cepheid GeneXpert HIV-1定性和定量检测的性能和可用性

【数据集背景】

本数据集源站标题为《Performance and usability of Cepheid GeneXpert HIV-1 qualitative and quantitative assay in Kenya》。配套论文《Performance and usability of Cepheid GeneXpert HIV-1 qualitative and quantitative assay in Kenya》发表于 PLOS ONE(2019),DOI:10.1371/journal.pone.0213865。源站首次发布:2019-03-22。

【数据内容】

源站原始描述:Background In Kenya, access to early infant diagnosis and viral load monitoring services for HIV patients on ART is significantly hampered by sample transportation challenges and long turnaround times. Near patient care testing technologies have the potential to obviate such constraints. The Cepheid GeneXpert was launched in 2010 as a TB assay and in 2014 as a potential point of care HIV viral load assay. Whereas it is widely is used for TB in Kenya, its utility for HIV testing has not been eval…

【数据结构与技术规格】

文件数 3 个,合计 461.32 KB。pone.0213865.s001.pdf:application/pdf,171.33 KB。pone.0213865.s002.pdf:application/pdf,275.70 KB。pone.0213865.s003.pdf:application/pdf,14.28 KB。数据集 DOI:10.1371/journal.pone.0213865。

【主题与分类】

源站学科分类:Biochemistry、Molecular Biology、Biotechnology、Chemical Sciences not elsewhere classified、Cancer、Statistics。主题标签:assay、TB diagnosis、Cepheid GeneXpert HIV、GeneXpert HIV、load monitoring services、HIV testing、Conclusion GeneXpert HIV、sample transportation challenges、911 HIV Exposed infants、test turnaround time。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Performance_and_usability_of_Cepheid_GeneXpert_HIV-1_qualitative_and_quantitative_assay_in_Kenya/7881533

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Bwana, Priska; Ageng’o, Joshua; Mwau, Matilu (2019). Performance and usability of Cepheid GeneXpert HIV-1 qualitative and quantitative assay in Kenya. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-01,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

免登录

有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "pone.0213865.s001.pdf" "https://ndownloader.figshare.com/files/14672447"
curl -L -o "pone.0213865.s002.pdf" "https://ndownloader.figshare.com/files/14672453"
curl -L -o "pone.0213865.s003.pdf" "https://ndownloader.figshare.com/files/14672456"

文件清单

  • pone.0213865.s001.pdf(171.33 KB)
  • pone.0213865.s002.pdf(275.70 KB)
  • pone.0213865.s003.pdf(14.28 KB)

文件总体积 461.32 KB(源站 API 实测)。

数据说明

Background
In Kenya, access to early infant diagnosis and viral load monitoring services for HIV patients on ART is significantly hampered by sample transportation challenges and long turnaround times. Near patient care testing technologies have the potential to obviate such constraints. The Cepheid GeneXpert was launched in 2010 as a TB assay and in 2014 as a potential point of care HIV viral load assay. Whereas it is widely is used for TB in Kenya, its utility for HIV testing has not been evaluated.
Objective
To investigate the performance and usability characteristics of the GeneXpert HIV-1 qualitative and quantitative assay.
Methods
This was a cross sectional study among 911 HIV Exposed infants and 310 HIV positive adults. Existing machines used for routine TB diagnosis were used in this study. The diagnostic accuracy of the qualitative assay was assessed using Roche CAP/CTM while the quantitative assay was assessed using with Abbott m2000 as the reference assays respectively. Statistical analysis was done using Stata/MP Version 14 for Mac. Concordance values and misclassification were calculated at the clinical cutoff of 1000 cp/ml.
Results
The sensitivity, specificity and accuracy of the GeneXpert HIV-1 qualitative assay were 99.23% (95% CI 97.24–99.90%), 98.91% (95% CI 97.76–99.55%) and 99.00% respectively. For the quantitative assay, they were 92.50% (95% CI 79.61–98.43%), 100.00% and 97.00% respectively. All 30 (100%) users reported that the GeneXpert machine was easy to use, workflow was simple and TB diagnosis was not negatively affected. In our hands, the median turn-around time for an individual qualitative and quantitative test was 90 minutes. A total of 58 (4.34%) errors and 28 (2.10%) invalid outcomes were experienced; 44 (3.29%) tests did not run to completion due to power outages.
Conclusion
GeneXpert HIV-1 qualitative and quantitative assay is an accurate test for the diagnosis of HIV in infants and for viral load monitoring. At the point of care, the GeneXpert machine’s simple work flow, ease of use and short test turnaround time present the potential to improve access to HIV testing and viral load monitoring. To integrate HIV diagnosis into

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0213865(source: https://plos.figshare.com/articles/dataset/Performance_and_usability_of_Cepheid_GeneXpert_HIV-1_qualitative_and_quantitative_assay_in_Kenya/7881533)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

获取专属数据定制方案