纳米技术
生化工程
管理科学
数据科学
材料科学
风险分析(工程)
工程伦理学
计算机科学
系统工程
再现性
作者
Julian Rackwitz,Amit Kumar Bandyopadhyay,Shimshon Belkin,Susmita Bose,Noam Eliaz,Jeremy L. Gilbert,Terry C. Lowe,Frank Mücklich,Raymond Joseph Turner,Cemal Cem Taşan
摘要
The antibacterial properties of metals have been recognized for millennia. It is thus well established that this antibacterial response has tremendous importance for bioengineering applications, driving ever-increasing resources for research efforts, especially over the last few decades. What is less appreciated across the thousands of scientific investigations that appear in the literature, however, is the reproducibility crisis stemming from various challenging aspects of this research. In this perspective, we highlight this reproducibility problem, discuss its sources, and suggest solutions towards focused, mechanistic, interdisciplinary investigations. To make these recommendations operational, we provide a source-specific experimental roadmap, identify priority mechanistic questions with concrete investigation pathways, and highlight representative studies that combine causal perturbations, orthogonal measurements, and cross-laboratory validation.
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