Department of Biomedical Engineering, National Cheng Kung University, Tainan 70101, Taiwan.
Department of Urology, Chi-Mei Medical Center, Tainan 71004, Taiwan.
Biosensors (Basel). 2020 Nov 19;10(11):181. doi: 10.3390/bios10110181.
Rapid antimicrobial susceptibility testing (AST) is an effective measure in the treatment of infections and the prevention of bacterial drug resistance. However, diverse antibiotic types and bacterial characteristics have formed complicated barriers to rapid diagnosis. To counteract these limitations, we investigated the interactions between antibiotic-treated bacteria and functionalized microbeads in optical diffusometry. The conjugation with bacteria increased the effective microbead complex size, thereby resulting in a temporal diffusivity change. The yielded data were sorted and analyzed to delineate a pattern for the prediction of antimicrobial susceptibility. The outcome showed that a completed rapid AST based on the trend of microbead diffusivity could provide results within 3 h (2 h measurement + 1 h computation). In this research, we studied four bacterial strains, including , , , and , and six antibiotics. Despite the different inhibitory effects caused by various antibiotics, similar trends in diffusivity alteration for all susceptible and resistant cases in the last 40 min of the 2-h measurement period were deduced. In addition, the AST results obtained using optical diffusometry showed good agreement with those acquired from the commercial instrument and conventional culture methods. Finally, we conducted a single-blinded clinical test, and the sensitivity, specificity, and accuracy of the system reached 92.9%, 91.4%, and 91.8%, respectively. Overall, the developed optical diffusometry showcased rapid AST with a small sample volume (20 μL) and low initial bacterial count (10 CFU/mL). This technique provided a promising way to achieve early therapy against microbial diseases in the future.
快速抗菌药敏测试 (AST) 是治疗感染和预防细菌耐药性的有效手段。然而,不同类型的抗生素和细菌特性形成了复杂的障碍,对快速诊断造成了困难。为了克服这些限制,我们在光扩散度测定中研究了抗生素处理后的细菌与功能化微珠之间的相互作用。与细菌的结合增加了有效微珠复合物的大小,从而导致了时间扩散率的变化。对所得数据进行分类和分析,以描绘出用于预测抗菌药敏性的模式。结果表明,基于微珠扩散率趋势的快速 AST 可以在 3 小时内(2 小时测量+1 小时计算)提供结果。在这项研究中,我们研究了四种细菌菌株,包括 、 、 、 和六种抗生素。尽管各种抗生素引起的抑制作用不同,但在 2 小时测量期的最后 40 分钟内,所有敏感和耐药病例的扩散率变化趋势相似。此外,光学扩散度法获得的 AST 结果与商业仪器和常规培养方法获得的结果具有良好的一致性。最后,我们进行了一项单盲临床测试,该系统的敏感性、特异性和准确性分别达到 92.9%、91.4%和 91.8%。总的来说,所开发的光学扩散度法具有快速 AST 的特点,样本量小(20 μL),初始细菌计数低(10 CFU/mL)。这项技术为未来实现针对微生物疾病的早期治疗提供了一种有前途的方法。