Frenkel Nelly, Saar Dover Ron, Titon Eve, Shai Yechiel, Rom-Kedar Vered
Department of Biomolecular Sciences, 206 Nella and Leon Benoziyo Building for Biological Sciences, The Weizmann Institute of Science, Rehovot 76100, Israel.
Department of Computer Science and Applied Mathematics, 211 Jacob Ziskind Building, The Weizmann Institute of Science, Rehovot 76100, Israel.
Antibiotics (Basel). 2021 Jan 18;10(1):87. doi: 10.3390/antibiotics10010087.
The outcome of an antibiotic treatment on the growth capacity of bacteria is largely dependent on the initial population size (Inoculum Effect). We characterized and built a model of this effect in cultures using a large variety of antimicrobials, including conventional antibiotics, and for the first time, cationic antimicrobial peptides (CAMPs). Our results show that all classes of antimicrobial drugs induce an inoculum effect, which, as we explain, implies that the dynamic is bistable: For a range of anti-microbial densities, a very small inoculum decays whereas a larger inoculum grows, and the threshold inoculum depends on the drug concentration. We characterized three distinct classes of drug-induced bistable growth dynamics and demonstrate that in rich medium, CAMPs correspond to the simplest class, bacteriostatic antibiotics to the second class, and all other traditional antibiotics to the third, more complex class. These findings provide a unifying universal framework for describing the dynamics of the inoculum effect induced by antimicrobials with inherently different killing mechanisms.
抗生素治疗对细菌生长能力的结果在很大程度上取决于初始菌量(接种量效应)。我们使用包括传统抗生素以及首次使用的阳离子抗菌肽(CAMP)在内的多种抗菌剂,对培养物中的这种效应进行了表征并建立了模型。我们的结果表明,所有类别的抗菌药物都会诱导接种量效应,正如我们所解释的,这意味着动力学是双稳态的:对于一系列抗菌剂密度,非常小的接种量会衰减,而较大的接种量会生长,并且临界接种量取决于药物浓度。我们表征了三种不同类别的药物诱导的双稳态生长动力学,并证明在丰富培养基中,CAMP 对应于最简单的类别,抑菌性抗生素对应于第二类,而所有其他传统抗生素对应于第三类、更复杂的类别。这些发现为描述具有本质上不同杀伤机制的抗菌剂所诱导的接种量效应的动力学提供了一个统一的通用框架。