骨科植入物银涂层抗菌数据表
包含银涂层对不同合金和表面骨科植入物的抗菌实验数据,评估涂层对多种细菌的抑制作用。

基本信息
资源简介
骨科植入物银涂层抗菌数据表
【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 9.78 MB,主题涵盖 prosthetic joint infection、silver、antibacterial agents、in vitro、prevention of bacterial colonization,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_Silver multilayer coating on orthopedic implant material of different alloys and surfaces significantly reduces bacterial colonization.docx》。配套论文《Antimicrobial Silver Multilayer Coating for Prevention of Bacterial Colonization of Orthopedic Implants》发表于 Materials(2020),DOI:10.3390/ma13061415。源站首次发布:2025-11-26。
【数据内容】
源站原始描述:IntroductionProsthetic joint infections (PJI) affect 1-3% of prosthetic joint replacements, frequently linked to biofilm formation on implant surfaces. PJIs account for 13.0-31.3% of all revision surgeries. As treatment is not always successful, prevention remains critical. Currently, silver based antimicrobial coatings are justified in select high-risk arthroplasty cases, restricted to metal surfaces. An antibacterial silver multilayer coating (SML) has been developed for implant materials: tit…
【数据结构与技术规格】
文件数 1 个,合计 9.78 MB。数据集 DOI:10.3389/fcimb.2025.1707694.s001。
【主题与分类】
源站学科分类:Clinical Microbiology。主题标签:prosthetic joint infection、silver、antibacterial agents、in vitro、prevention of bacterial colonization、materials。
【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_Silver_multilayer_coating_on_orthopedic_implant_material_of_different_alloys_and_surfaces_significantly_reduces_bacterial_colonization_docx/30718829
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Speijker, Lydia T. D.; Fechter, Janine; Bargon, Rainer; Dingemans, Jozef; Arts, Jacobus J.; Savelkoul, Paul H. M.; et al. (2025). Table 1_Silver multilayer coating on orthopedic implant material of different alloys and surfaces significantly reduces bacterial colonization.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_Silver multilayer coating on orthopedic implant material of different alloys and surfaces significantly reduces bacterial colonization.docx
- DOI:10.3389/fcimb.2025.1707694.s001
- 发布日期:2025-11-26
- 文件数:1 个
- 文件总体积:9.78 MB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Silver_multilayer_coating_on_orthopedic_implant_material_of_different_alloys_and_surfaces_significantly_reduces_bacterial_colonization_docx/30718829
命令行下载
curl -L -o "Table 1_Silver multilayer coating on orthopedic implant material of different alloys and surfaces significantly reduces bacterial colonization.docx" "https://ndownloader.figshare.com/files/59853782"
文件清单
Table 1_Silver multilayer coating on orthopedic implant material of different alloys and surfaces significantly reduces bacterial colonization.docx(9.78 MB)
文件总体积 9.78 MB(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
IntroductionProsthetic joint infections (PJI) affect 1-3% of prosthetic joint replacements, frequently linked to biofilm formation on implant surfaces. PJIs account for 13.0-31.3% of all revision surgeries. As treatment is not always successful, prevention remains critical. Currently, silver based antimicrobial coatings are justified in select high-risk arthroplasty cases, restricted to metal surfaces. An antibacterial silver multilayer coating (SML) has been developed for implant materials: titanium alloy (Ti) and cobalt-chromium-molybdenum alloy (CoCr), often used in hip or knee prostheses. The SML coating is intended for revision implants, which are often required due to infection related implant failure. This study investigates the antibacterial performance of the SML coating across different surfaces and implant materials, using multiple bacterial strains not previously investigated to this extent.
MethodsAntibacterial efficacy of the SML coating was assessed by quantifying colony forming units (CFU) reduction on Ti6Al4V and Co28Cr6M discs with three different surfaces (polished and two grades of corundum blasted (CB)). In vitro standardized testing followed ISO 22196, JIS Z-2801, and ASTM E-2180 standards using American Type Culture Collection (ATCC) strains Pseudomonas aeruginosa ATCC15442, Staphylococcus aureus ATCC6538p, Staphylococcus epidermidis ATCC35984, Pseudomonas aeruginosa ATCC15442, and Escherichia coli ATCC8739. Two groups were tested: non-SML-coated samples and SML-coated samples. After 24 hours incubation in viscous nutrient broth at 37°C, viable bacteria were quantified per disc after sonication in neutralizing broth and CFU enumeration.
ResultsAcross all materials and strains, the SML coating achieved >99.2% and >0.9-4.0 CFU log10 reduction in viable bacteria compared to the non-SML-coated controls. Material-dependent effects were observed for each of the bacterial species analyzed. S. aureus and E. coli exhibited more CFUs on Ti than on CoCr. The CoCr CB surface yielded the lowest level of bacterial growth for P. aeruginosa ATCC15442, whereas S. epidermidis colonized the Ti CB surface more extensively.
Discussion and conclusionThese findi
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fcimb.2025.1707694.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Silver_multilayer_coating_on_orthopedic_implant_material_of_different_alloys_and_surfaces_significantly_reduces_bacterial_colonization_docx/30718829)。
数据缺失?
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