心脏植入式电子设备感染中葡萄球菌小菌落变体研究数据表1

90例心脏植入式电子设备感染患者临床及葡萄球菌小菌落变体基因组数据。

NIAID Data Ecosystem
浏览 17
多模态small-colony variants (SCVs)Staphylococcus epidermidiswhole-genome sequencing (WGS)epidemiological survey
DataSheet_1: Unravelling staphylococcal small-colony variants in cardiac implantable electronic device infections

基本信息

模态
多模态
大小
0.00082168 GB
许可
CC BY 4.0
创建/更新时间
2026-10-09
版本
v1

资源简介

心脏植入式电子设备感染中葡萄球菌小菌落变体研究数据表1

【一句话概览】

本数据集是 figshare 公开的多模态数据集,收录 1 个文件、合计 821.68 KB,主题涵盖 small-colony variants (SCVs)、Staphylococcus epidermidis、whole-genome sequencing (WGS)、epidemiological survey,可用于跨模态对齐与融合建模研究,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《DataSheet_1_Unravelling staphylococcal small-colony variants in cardiac implantable electronic device infections: clinical characteristics, management, and genomic insights.docx》。配套论文《The road to success of coagulase-negative staphylococci: clinical significance of small colony variants and their pathogenic role in persistent infections》发表于 European Journal of Clinical Microbiology & Infectious Diseases(2021),DOI:10.1007/s10096-021-04315-1。源站首次发布:2024-01-08。

【数据内容】

源站原始描述:ObjectivesStaphylococcal small-colony variants (SCVs) are common in cardiac implantable electronic device (CIED) infections. This is the first retrospective and multi-case study on CIED infections due to staphylococcal SCVs, aiming to provide a theoretical basis for the clinical management of CIED and device-related infections caused by staphylococcal SCVs. MethodsNinety patients with culture positive CIED infections were enrolled between 2021 and 2022. We compared the demographic and clinical c…

【数据结构与技术规格】

文件数 1 个,合计 821.68 KB。DataSheet_1_Unravelling staphylococcal small-colony variants in cardiac implantable electronic device infections: clinical characteristics, management.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,821.68 KB。数据集 DOI:10.3389/fcimb.2023.1321626.s001。

【主题与分类】

源站学科分类:Medical Bacteriology、Medical Infection Agents (incl. Prions)、Medical Virology、Clinical Microbiology。主题标签:small-colony variants (SCVs)、Staphylococcus epidermidis、whole-genome sequencing (WGS)、epidemiological survey。

【适用方向】

多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/DataSheet_1_Unravelling_staphylococcal_small-colony_variants_in_cardiac_implantable_electronic_device_infections_clinical_characteristics_management_and_genomic_insights_docx/24957603

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

规范引用:Liu, Si; Chen, Hongbin; Xu, Fangjie; Chen, Fengning; Yin, Yuyao; Zhang, Xiaoyang; et al. (2024). DataSheet_1_Unravelling staphylococcal small-colony variants in cardiac implantable electronic device infections: clinical characteristics, management, and genomic insights.docx. Frontiers. Dataset

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 "DataSheet_1_Unravelling staphylococcal small-colony variants in cardiac implantable electronic device infections: clinical characteristics, management.docx" "https://ndownloader.figshare.com/files/43950141"

文件清单

  • DataSheet_1_Unravelling staphylococcal small-colony variants in cardiac implantable electronic device infections: clinical characteristics, management.docx(821.68 KB)

文件总体积 821.68 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

ObjectivesStaphylococcal small-colony variants (SCVs) are common in cardiac implantable electronic device (CIED) infections. This is the first retrospective and multi-case study on CIED infections due to staphylococcal SCVs, aiming to provide a theoretical basis for the clinical management of CIED and device-related infections caused by staphylococcal SCVs.
MethodsNinety patients with culture positive CIED infections were enrolled between 2021 and 2022. We compared the demographic and clinical characteristics of patients with and without SCVs and performed genomic studies on SCVs isolates.
ResultsCompared to patients without SCVs, those with SCVs had a longer primary pacemaker implantation time and were more likely to have a history of device replacement and infection. They showed upregulated inflammatory indicators, especially higher NEUT% (52.6 vs. 26.8%, P = 0.032) and they had longer hospital stays (median 13 vs. 12 days, P = 0.012). Comparative genomics analysis was performed on Staphylococcus epidermidis wild-type and SCVs. Some genes were identified, including aap, genes encoding adhesin, CHAP domain-containing protein, LPXTG cell wall anchor domain-containing protein, and YSIRK-type signal peptide-containing protein.
ConclusionStaphylococcal SCVs affect the clinical characteristics of CIED infections. The process of staphylococcal SCVs adherence, biofilm formation, and interaction with neutrophils play a vital role.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fcimb.2023.1321626.s001(source: https://frontiersin.figshare.com/articles/dataset/DataSheet_1_Unravelling_staphylococcal_small-colony_variants_in_cardiac_implantable_electronic_device_infections_clinical_characteristics_management_and_genomic_insights_docx/24957603)。

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