数据表1_手部到表面细菌转移与医疗保健相关感染预防:分子生物学实验室皮肤微生物组初步研究
一项分析洗手前后手掌向玻璃和层压板表面转移细菌,以支持医疗保健相关感染预防的皮肤微生物组初步研究PDF数据表。

基本信息
资源简介
数据表1_手部到表面细菌转移与医疗保健相关感染预防:分子生物学实验室皮肤微生物组初步研究
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 747.34 KB,主题涵盖 human microbiome、forensic genetics、healthcare-associated infections (HAI)、public health、bacterial transfer,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data Sheet 1_Hand-to-surface bacterial transfer and healthcare-associated infections prevention: a pilot study on skin microbiome in a molecular biology laboratory.pdf》。配套论文《Season, weather and predictors of healthcare-associated Gram-negative bloodstream infections: a case-only study》发表于 Journal of Hospital Infection(2019),DOI:10.1016/j.jhin.2018.06.015。源站首次发布:2025-03-21。
【数据内容】
源站原始描述:BackgroundHealthcare-associated infections (HAIs) are a major global public health problem, contributing significantly to patient morbidity and mortality. This study analyses differences in type and amounts of bacteria transferred from volunteers’ dominant palm to two healthcare-relevant surfaces (glass and laminate table), both before and after hand washing with water and antibacterial soap. The aim was to understand hand-to-surface microbial contamination and support the development of HAI pre…
中文译文(机器翻译,仅供快速理解,请以原文为准):背景 医疗保健相关感染(HAIs)是一个重大的全球公共卫生问题,显著增加患者发病率和死亡率。本研究分析了志愿者惯用手手掌向两种医疗保健相关表面(玻璃和层压板桌面)转移细菌的类型和数量差异,分别在使用水和抗菌皂洗手前后进行。目的是了解手到
【数据结构与技术规格】
文件数 1 个,合计 747.34 KB。Data Sheet 1_Hand-to-surface bacterial transfer and healthcare-associated infections prevention: a pilot study on skin microbiome in a molecular biolo.pdf:application/pdf,747.34 KB。数据集 DOI:10.3389/fmed.2025.1546298.s002。
【主题与分类】
源站学科分类:Foetal Development and Medicine。主题标签:human microbiome、forensic genetics、healthcare-associated infections (HAI)、public health、bacterial transfer。
【适用方向】
文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Hand-to-surface_bacterial_transfer_and_healthcare-associated_infections_prevention_a_pilot_study_on_skin_microbiome_in_a_molecular_biology_laboratory_pdf/28639955
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Delicati, Arianna; Marcante, Beatrice; Catelan, Dolores; Biggeri, Annibale; Caenazzo, Luciana; Tozzo, Pamela (2025). Data Sheet 1_Hand-to-surface bacterial transfer and healthcare-associated infections prevention: a pilot study on skin microbiome in a molecular biology laboratory.pdf. Frontiers. Dat…
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)
- 源站标题:Data Sheet 1_Hand-to-surface bacterial transfer and healthcare-associated infections prevention: a pilot study on skin microbiome in a molecular biology laboratory.pdf
- DOI:10.3389/fmed.2025.1546298.s002
- 发布日期:2025-03-21
- 文件数:1 个
- 文件总体积:747.34 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Hand-to-surface_bacterial_transfer_and_healthcare-associated_infections_prevention_a_pilot_study_on_skin_microbiome_in_a_molecular_biology_laboratory_pdf/28639955
命令行下载
curl -L -o "Data Sheet 1_Hand-to-surface bacterial transfer and healthcare-associated infections prevention: a pilot study on skin microbiome in a molecular biolo.pdf" "https://ndownloader.figshare.com/files/53146811"
文件清单
Data Sheet 1_Hand-to-surface bacterial transfer and healthcare-associated infections prevention: a pilot study on skin microbiome in a molecular biolo.pdf(747.34 KB)
文件总体积 747.34 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
BackgroundHealthcare-associated infections (HAIs) are a major global public health problem, contributing significantly to patient morbidity and mortality. This study analyses differences in type and amounts of bacteria transferred from volunteers’ dominant palm to two healthcare-relevant surfaces (glass and laminate table), both before and after hand washing with water and antibacterial soap. The aim was to understand hand-to-surface microbial contamination and support the development of HAI prevention strategies.
MethodsMicrobial DNA was extracted and sequenced to identify bacteria species. Taxonomic and statistical analyses were performed to evaluate bacterial diversity and abundance across the experimental groups.
ResultsThe results confirmed greater bacteria abundance and species richness on palm compared to surfaces, with a significant reduction after hand washing, especially on glass. Taxa analysis highlighted the increased persistence of Gram-negative HAIs-related bacteria on laminate surface, while Gram-positive opportunistic bacteria were more abundant on palms and glass surface. Beta diversity confirmed significant differences in microbial composition between the groups, highlighting the importance of bacteria-surface characteristics in designing preventive measures.
ConclusionDespite some limitations, our study emphasizes the importance of microbiological surveillance for all opportunistic bacteria with pathogenic potential. These findings can contribute to more effective guidelines for surface disinfection and hand washing, key elements in preventing HAIs.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fmed.2025.1546298.s002(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Hand-to-surface_bacterial_transfer_and_healthcare-associated_infections_prevention_a_pilot_study_on_skin_microbiome_in_a_molecular_biology_laboratory_pdf/28639955)。
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。




