生物标志物在老年人心力衰竭鉴别诊断中的效用:来自护理院心力衰竭(HFinCH)诊断准确性研究的数据集

该数据集包含405名老年人生物标志物和超声心动图诊断结果,用于评估生物标志物在心力衰竭鉴别诊断中的效用。

Figshare
2016-01-19 更新
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表格biomarkersdifferentialolderfindingshomesdiagnosticstudy
Utility of Biomarkers in the Differential Diagnosis of Heart Failure in Older People: Findings from the Heart Failure in Care Homes (HFinCH) Diagnostic Accuracy Study

基本信息

模态
表格
大小
0.000048266 GB
许可
CC BY 4.0
创建/更新时间
2016-01-19
版本
v1

资源简介

生物标志物在老年人心力衰竭鉴别诊断中的效用:来自护理院心力衰竭(HFinCH)诊断准确性研究的数据集

【数据集背景】

本数据集源站标题为《Utility of Biomarkers in the Differential Diagnosis of Heart Failure in Older People: Findings from the Heart Failure in Care Homes (HFinCH) Diagnostic Accuracy Study》。配套论文《Utility of Biomarkers in the Differential Diagnosis of Heart Failure in Older People: Findings from the Heart Failure in Care Homes (HFinCH) Diagnostic Accuracy Study》发表于 PLoS ONE(2013),DOI:10.1371/journal.pone.0053560。源站首次发布:2013-01-11。

【数据内容】

源站原始描述:Background The performance of biomarkers for heart failure (HF) in older residents in long-term care is poorly understood and has not differentiated between left ventricular systolic dysfunction (LVSD) and HF with preserved ejection fraction (HFpEF). Methods This is the first diagnostic accuracy study in this population to assess the differential diagnostic performance and acceptability of a range of biomarkers against a clinical diagnosis using portable echocardiography. A total of 405 resident…

【数据结构与技术规格】

文件数 2 个,合计 48.27 KB。Table_S1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.30 KB。Table_S2.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,30.97 KB。数据集 DOI:10.1371/journal.pone.0053560。

【主题与分类】

源站学科分类:Medicine、Cell Biology。主题标签:biomarkers、differential、older、findings、homes、diagnostic、study。

【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/Utility_of_Biomarkers_in_the_Differential_Diagnosis_of_Heart_Failure_in_Older_People_Findings_from_the_Heart_Failure_in_Care_Homes_HFinCH_Diagnostic_Accuracy_Study__/114615

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

规范引用:M. Mason, James; C. Hancock, Helen; Close, Helen; J. Murphy, Jerry; Fuat, Ahmet; de Belder, Mark; et al. (2016). Utility of Biomarkers in the Differential Diagnosis of Heart Failure in Older People: Findings from the Heart Failure in Care Homes (HFinCH) Diagnostic Accuracy Study. 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。

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

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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Table_S1.docx" "https://ndownloader.figshare.com/files/277098"
curl -L -o "Table_S2.docx" "https://ndownloader.figshare.com/files/277141"

文件清单

  • Table_S1.docx(17.30 KB)
  • Table_S2.docx(30.97 KB)

文件总体积 48.27 KB(源站 API 实测)。

数据说明

Background
The performance of biomarkers for heart failure (HF) in older residents in long-term care is poorly understood and has not differentiated between left ventricular systolic dysfunction (LVSD) and HF with preserved ejection fraction (HFpEF).
Methods
This is the first diagnostic accuracy study in this population to assess the differential diagnostic performance and acceptability of a range of biomarkers against a clinical diagnosis using portable echocardiography. A total of 405 residents, aged 65–100 years (mean 84.2), in 33 UK long-term care facilities were enrolled between April 2009 and June 2010.
Results
For undifferentiated HF, BNP or NT-proBNP were adequate rule-out tests but would miss one in three cases (BNP: sensitivity 67%, NPV 86%, cut-off 115 pg/ml; NT-proBNP: sensitivity 62%, NPV 87%, cut-off 760 pg/ml). Using higher test cut-offs, both biomarkers were more adequate tests of LVSD, but would still miss one in four cases (BNP: sensitivity 76%, NPV 97%, cut-off 145 pg/ml; NT-proBNP: sensitivity 73%, NPV 97%, cut-off 1000 pg/ml). At these thresholds one third of subjects would test positive and require an echocardiogram. Applying a stricter ‘rule out’ threshold (sensitivity 90%), only one in 10 cases would be missed, but two thirds of subjects would require further investigation. Biomarkers were less useful for HFpEF (BNP: sensitivity 63%, specificity 61%, cut-off 110 pg/ml; NT-proBNP: sensitivity 68%, specificity 56%, cut-off 477 pg/ml). Novel biomarkers (Copeptin, MR-proADM, and MR-proANP) and common signs and symptoms had little diagnostic utility.
Conclusions
No test, individually or in combination, adequately balanced case finding and rule-out for heart failure in this population; currently, in-situ echocardiography provides the only adequate diagnostic assessment.
Trial Registration
Controlled-Trials.com ISRCTN19781227

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0053560(source: https://plos.figshare.com/articles/dataset/Utility_of_Biomarkers_in_the_Differential_Diagnosis_of_Heart_Failure_in_Older_People_Findings_from_the_Heart_Failure_in_Care_Homes_HFinCH_Diagnostic_Accuracy_Study__/114615)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托三甲直采网络,提供合规、去标识化、支持注册级质控的专病数据集交易服务。