糖尿病患者微量白蛋白尿筛查半定量法诊断准确性及成本效益数据集

该数据集包含糖尿病患者半定量尿白蛋白-肌酐比值测试的诊断准确性数据及成本效益分析结果,用于评估其作为微量白蛋白尿筛查工具的可行性。

Figshare
2020-01-21 更新
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表格Markov model simulating10 yearsDiagnostic accuracymeta-analyzed hazard ratiohealth burden Objectives Diabetessemi-quantitative methodurine albumin excretionalbumin-creatinine ratio testUSDdisease progressionscreening tool
Can a semi-quantitative method replace the current quantitative method for the annual screening of microalbuminuria in patients with diabetes? Diagnostic accuracy and cost-saving analysis considering the potential health burden

基本信息

模态
表格
大小
0.001828314 GB
许可
CC BY 4.0
创建/更新时间
2020-01-21
版本
v1

资源简介

糖尿病患者微量白蛋白尿筛查半定量法诊断准确性及成本效益数据集

【数据集背景】

本数据集源站标题为《Can a semi-quantitative method replace the current quantitative method for the annual screening of microalbuminuria in patients with diabetes? Diagnostic accuracy and cost-saving analysis considering the potential health burden》。配套论文《Can a semi-quantitative method replace the current quantitative method for the annual screening of microalbuminuria in patients with diabetes? Diagnostic accuracy and cost-saving analysis considering the potential health burden》发表于 PLOS ONE(2020),DOI:10.1371/journal.pone.0227694。源站首次发布:2020-01-21。

【数据内容】

源站原始描述:Objectives Diabetes is a global epidemic, and the high cost of annually and quantitatively measuring urine albumin excretion using the turbidimetric immunoassay is challenging. We aimed to determine whether a semi-quantitative urinary albumin-creatinine ratio test could be used as a screening tool for microalbuminuria in diabetic patients. Methods We assessed the diagnostic accuracy of the semi-quantitative method. The costs of false results in the semi-quantitative method were calculated based…

【数据结构与技术规格】

文件数 11 个,合计 1.83 MB。pone.0227694.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,16.89 KB。pone.0227694.s002.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.10 KB。pone.0227694.s003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.81 KB。数据集 DOI:10.1371/journal.pone.0227694。

【主题与分类】

源站学科分类:Biochemistry、Cell Biology、Molecular Biology、Biotechnology、Chemical Sciences not elsewhere classified、Mathematical Sciences not elsewhere classified。主题标签:Markov model simulating、10 years、Diagnostic accuracy、meta-analyzed hazard ratio、health burden Objectives Diabetes、semi-quantitative method、urine albumin excretion、albumin-creatinine ratio test、USD、disease progression。

【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/Can_a_semi-quantitative_method_replace_the_current_quantitative_method_for_the_annual_screening_of_microalbuminuria_in_patients_with_diabetes_Diagnostic_accuracy_and_cost-saving_analysis_considering_the_potential_health_burden/11674968

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

规范引用:Kim, Yaerim; Park, Seokwoo; Kim, Myung-Hee; Song, Sang Hoon; Lee, Won Mok; Kim, Hye Soon; et al. (2020). Can a semi-quantitative method replace the current quantitative method for the annual screening of microalbuminuria in patients with diabetes? Diagnostic accuracy and cost-saving analysis conside…

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

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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。

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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.0227694.s001.docx" "https://ndownloader.figshare.com/files/21217569"
curl -L -o "pone.0227694.s002.docx" "https://ndownloader.figshare.com/files/21217572"
curl -L -o "pone.0227694.s003.docx" "https://ndownloader.figshare.com/files/21217575"
curl -L -o "pone.0227694.s004.docx" "https://ndownloader.figshare.com/files/21217578"
curl -L -o "pone.0227694.s005.docx" "https://ndownloader.figshare.com/files/21217581"
curl -L -o "pone.0227694.s006.docx" "https://ndownloader.figshare.com/files/21217584"
curl -L -o "pone.0227694.s007.docx" "https://ndownloader.figshare.com/files/21217587"
curl -L -o "pone.0227694.s008.docx" "https://ndownloader.figshare.com/files/21217590"

文件清单

  • pone.0227694.s001.docx(16.89 KB)
  • pone.0227694.s002.docx(17.10 KB)
  • pone.0227694.s003.docx(17.81 KB)
  • pone.0227694.s004.docx(15.31 KB)
  • pone.0227694.s005.docx(15.59 KB)
  • pone.0227694.s006.docx(192.31 KB)
  • pone.0227694.s007.docx(208.50 KB)
  • pone.0227694.s008.docx(327.58 KB)
  • pone.0227694.s009.docx(287.18 KB)
  • pone.0227694.s010.pdf(625.20 KB)
  • pone.0227694.s011.pdf(104.83 KB)

文件总体积 1.83 MB(源站 API 实测)。

数据说明

Objectives
Diabetes is a global epidemic, and the high cost of annually and quantitatively measuring urine albumin excretion using the turbidimetric immunoassay is challenging. We aimed to determine whether a semi-quantitative urinary albumin-creatinine ratio test could be used as a screening tool for microalbuminuria in diabetic patients.
Methods
We assessed the diagnostic accuracy of the semi-quantitative method. The costs of false results in the semi-quantitative method were calculated based on the annual probability of disease progression analyzed through a systematic literature review and meta-analysis. The pooled long-term cost-saving effect of the semi-quantitative method compared with the quantitative test was assessed using a Markov model simulating a long-term clinical setting. Diagnostic accuracy and the cost-saving effect were also validated in an independent external cohort.
Results
Compared with the quantitative test, the semi-quantitative method had sensitivities of 93.5% and 81.3% and specificities of 61.4% and 63.1% in the overall sample of diabetic patients (n = 1,881) and in diabetic patients with eGFR ≥60 ml/min/1.73 m2 and a negative dipstick test (n = 1,110), respectively. After adjusting for direct and indirect medical costs, including the risk of disease progression, which was adjusted by the meta-analyzed hazard ratio for clinical outcomes, it was determined that using the semi-quantitative method could save 439.4 USD per person for 10 years. Even after adjusting the result to the external validation cohort, 339.6 USD could be saved for one diabetic patient for 10 years.
Conclusions
The semi-quantitative method could be an appropriate screening tool for albuminuria in diabetic patients. Moreover, it can minimize the testing time and inconvenience and significantly reduce national health costs.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0227694(source: https://plos.figshare.com/articles/dataset/Can_a_semi-quantitative_method_replace_the_current_quantitative_method_for_the_annual_screening_of_microalbuminuria_in_patients_with_diabetes_Diagnostic_accuracy_and_cost-saving_analysis_considering_the_potential_health_burden/11674968)。

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