表皮葡萄球菌临床分离株生物膜形成及致病因素表1
包含表皮葡萄球菌临床分离株生物膜形成相关基因、耐药性、生物膜定量及疏水性等数据的表格数据集。

基本信息
资源简介
表皮葡萄球菌临床分离株生物膜形成及致病因素表1
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 55.24 KB,主题涵盖 Staphylococcus epidermidis、pathogenicity factors、adhesion、biofilm、hidrophobicity,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《Table 1_Biofilm formation and role of other pathogenic factors in the virulence of Staphylococcus epidermidis clinical isolates.docx》。配套论文《Search for the insertion element IS256 within the ica locus of Staphylococcus epidermidis clinical isolates collected from biomaterial-associated infections》发表于 Biomaterials(2004),DOI:10.1016/j.biomaterials.2003.11.027。源站首次发布:2025-08-06。
【数据内容】
源站原始描述:Medical device-associated infections represent a significant healthcare challenge, as sterilization of the biomaterial often necessitates device removal. The most frequently isolated microorganism in these infections is Staphylococcus epidermidis, a skin commensal capable of causing a wide range of nosocomial infections. The primary virulence factor of S. epidermidis is biofilm formation, which decreases antibiotic efficacy and host immune response. However, additional factors play crucial roles…
【数据结构与技术规格】
文件数 1 个,合计 55.24 KB。Table 1_Biofilm formation and role of other pathogenic factors in the virulence of Staphylococcus epidermidis clinical isolates.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,55.24 KB。数据集 DOI:10.3389/fcimb.2025.1630341.s001。
【主题与分类】
源站学科分类:Clinical Microbiology。主题标签:Staphylococcus epidermidis、pathogenicity factors、adhesion、biofilm、hidrophobicity、medical-device infections、multidrug resistance。
【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://frontiersin.figshare.com/articles/dataset/Table_1_Biofilm_formation_and_role_of_other_pathogenic_factors_in_the_virulence_of_Staphylococcus_epidermidis_clinical_isolates_docx/29834399
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Fernández-Calderón, María Coronada; Fernández-Babiano, Irene; Navarro-Pérez, María Luisa; Pazos-Pacheco, Carmen; Calvo-Cano, Antonia (2025). Table 1_Biofilm formation and role of other pathogenic factors in the virulence of Staphylococcus epidermidis clinical isolates.docx. Frontiers. Dataset
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:Table 1_Biofilm formation and role of other pathogenic factors in the virulence of Staphylococcus epidermidis clinical isolates.docx
- DOI:10.3389/fcimb.2025.1630341.s001
- 发布日期:2025-08-06
- 文件数:1 个
- 文件总体积:55.24 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Biofilm_formation_and_role_of_other_pathogenic_factors_in_the_virulence_of_Staphylococcus_epidermidis_clinical_isolates_docx/29834399
命令行下载
curl -L -o "Table 1_Biofilm formation and role of other pathogenic factors in the virulence of Staphylococcus epidermidis clinical isolates.docx" "https://ndownloader.figshare.com/files/56933753"
文件清单
Table 1_Biofilm formation and role of other pathogenic factors in the virulence of Staphylococcus epidermidis clinical isolates.docx(55.24 KB)
文件总体积 55.24 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
Medical device-associated infections represent a significant healthcare challenge, as sterilization of the biomaterial often necessitates device removal. The most frequently isolated microorganism in these infections is Staphylococcus epidermidis, a skin commensal capable of causing a wide range of nosocomial infections. The primary virulence factor of S. epidermidis is biofilm formation, which decreases antibiotic efficacy and host immune response. However, additional factors play crucial roles in infection establishment. Understanding the interplay between virulence factors is essential to developing preventive strategies that inhibit microbial adhesion and biofilm development. In this study, we analyzed the presence of genes associated with adhesion and biofilm formation (ica-dependent and ica-independent pathways) in 25 clinical isolates of S. epidermidis and four control strains: ATCC 12228, ATCC 35983, ATCC 35984, and the HAM 892 mutant. Resistance profile was determined, and biofilm quantification and composition of matrix was performed using multiple methodologies. Additionally, parameters associated with initial adherence as cell surface hydrophobicity (CSH) were investigated. A strong correlation was observed among different methods for measuring biofilm formation and matrix composition. The 14 icaADBC+ isolates exhibited higher prevalence of the aap, bhp, mecA, and IS256 genes, with polysaccharide intercellular adhesin (PIA) identified as the main matrix component. In contrast, icaADBC− biofilm-producing strains formed biofilms rich in other polysaccharides and proteins. The 15 non-biofilm-producing isolates showed significantly higher hydrophobicity levels, suggesting that this factor plays a critical role in initial adhesion and colonization. This study highlights the diverse mechanisms underlying biofilm formation in S. epidermidis and identifies hydrophobicity as a potential pathogenicity factor contributing to its virulence.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fcimb.2025.1630341.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Biofilm_formation_and_role_of_other_pathogenic_factors_in_the_virulence_of_Staphylococcus_epidermidis_clinical_isolates_docx/29834399)。
数据缺失?
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