HIV患者脓毒症诊断中单核细胞分布宽度(MDW)作为可靠生物标志物的数据集

包含HIV患者MDW等实验室指标及脓毒症诊断标签的临床表格数据集,用于评估MDW诊断性能并构建机器学习模型。

Taylor & FrancisTaylor & Francis
DataCite Commons
2025-04-11 更新
浏览 14
表格Biomarkershuman immunodeficiency virus (HIV)monocyte distribution width (MDW)sepsisSepsis-3
Monocyte distribution width (MDW) as a reliable diagnostic biomarker for sepsis in patients with HIV

基本信息

模态
表格
大小
0.001045204 GB
许可
CC BY 4.0
创建/更新时间
2025-04-11
版本
v1

资源简介

HIV患者脓毒症诊断中单核细胞分布宽度(MDW)作为可靠生物标志物的数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 6 个文件、合计 1.05 MB,主题涵盖 Biomarkers、human immunodeficiency virus (HIV)、monocyte distribution width (MDW)、sepsis、Sepsis-3,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Monocyte distribution width (MDW) as a reliable diagnostic biomarker for sepsis in patients with HIV》。配套论文《Monocyte distribution width (MDW) as a reliable diagnostic biomarker for sepsis in patients with HIV》发表于 Emerging Microbes & Infections(2025),DOI:10.1080/22221751.2025.2479634。项目资助方:This work was supported by Beckman-Coulter Investigator-Initiated Study Award : [Grant Number MDW0013CHI]; Shanghai Public Health Clinical Center: [Grant Number KY-GW-2025-12]; Science and Technology Commission of Shanghai Municipality: [Grant Number 21Y11901200].。源站首次发布:2025-03-17。

【数据内容】

源站原始描述:Sepsis is a leading cause of death among patients with HIV, but early diagnosis remains a challenge. This study evaluates the diagnostic performance of monocyte distribution width (MDW) in detecting sepsis in patients with HIV. A prospective observational study was conducted at Shanghai Public Health Center, involving 488 hospitalized patients with HIV aged 18–65 between December 2022 and August 2023. MDW was measured at admission, and its diagnostic accuracy was compared with Sepsis-3 criteria.…

【数据结构与技术规格】

文件数 6 个,合计 1.05 MB。temi_a_2479634_sm3056.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.64 KB。temi_a_2479634_sm3055.pdf:application/pdf,137.31 KB。temi_a_2479634_sm3054.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,18.64 KB。数据集 DOI:10.6084/m9.figshare.28607943.v1。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Immunology、Biological Sciences not elsewhere classified、Cancer、Infectious Diseases。主题标签:Biomarkers、human immunodeficiency virus (HIV)、monocyte distribution width (MDW)、sepsis、Sepsis-3。

【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://tandf.figshare.com/articles/dataset/Monocyte_distribution_width_MDW_as_a_reliable_diagnostic_biomarker_for_sepsis_in_patients_with_HIV/28607943

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

规范引用:Monocyte distribution width (MDW) as a reliable diagnostic biomarker for sepsis in patients with HIV. Taylor & Francis. Sun, Jinfeng; Shao, Yueming; Jiang, Rui; Qi, Tangkai; Xun, Jingna; Shen, Yinzhong; et al

【使用注意】

· 源站最后修改于 2025-04-11,引用时请注意版本时效。

官方服务

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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。

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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。

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。

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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 "temi_a_2479634_sm3056.docx" "https://ndownloader.figshare.com/files/53045754"
curl -L -o "temi_a_2479634_sm3055.pdf" "https://ndownloader.figshare.com/files/53045757"
curl -L -o "temi_a_2479634_sm3054.docx" "https://ndownloader.figshare.com/files/53045760"
curl -L -o "temi_a_2479634_sm3053.docx" "https://ndownloader.figshare.com/files/53045766"
curl -L -o "temi_a_2479634_sm3052.docx" "https://ndownloader.figshare.com/files/53045769"
curl -L -o "temi_a_2479634_sm3051.pdf" "https://ndownloader.figshare.com/files/53045772"

文件清单

  • temi_a_2479634_sm3056.docx(17.64 KB)
  • temi_a_2479634_sm3055.pdf(137.31 KB)
  • temi_a_2479634_sm3054.docx(18.64 KB)
  • temi_a_2479634_sm3053.docx(782.65 KB)
  • temi_a_2479634_sm3052.docx(17.39 KB)
  • temi_a_2479634_sm3051.pdf(71.56 KB)

文件总体积 1.05 MB(源站 API 实测)。

数据说明

Sepsis is a leading cause of death among patients with HIV, but early diagnosis remains a challenge. This study evaluates the diagnostic performance of monocyte distribution width (MDW) in detecting sepsis in patients with HIV. A prospective observational study was conducted at Shanghai Public Health Center, involving 488 hospitalized patients with HIV aged 18–65 between December 2022 and August 2023. MDW was measured at admission, and its diagnostic accuracy was compared with Sepsis-3 criteria. Survival rates on day 28 and 90 were also recorded. Additionally, five machine learning (ML) models were tested to enhance diagnostic efficacy. Of 488 subjects, 90 were in the sepsis group and 398 in the control group. MDW showed a diagnostic area under the curve (AUC) of 0.82, comparable to C-reactive protein (CRP) and Procalcitonin (PCT) with AUCs of 0.78 and 0.82, respectively. With a cut-off value of 25.25, MDW had a sensitivity of 0.83 and specificity of 0.76. The positive and negative predictive values were 44% and 95%, respectively. When MDW was combined with platelet count, serum albumin, and hemoglobin in a random forest model, the AUC improved to 0.931. The model achieved a sensitivity of 1.00 and specificity of 0.732. MDW is a useful diagnostic marker for sepsis in patients with HIV, with strong sensitivity and specificity. Combining MDW with other lab markers can further enhance diagnostic accuracy.
Trial registration:ClinicalTrials.gov identifier: NCT05036928…

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.28607943.v1(source: https://tandf.figshare.com/articles/dataset/Monocyte_distribution_width_MDW_as_a_reliable_diagnostic_biomarker_for_sepsis_in_patients_with_HIV/28607943)。

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