Hernandez Daniella M, Marzouk Melissa, Cole Madeline, Fortoul Marla C, Kethireddy Saipranavi Reddy, Contractor Rehan, Islam Habibul, Moulder Trent, Kalifa Ariane R, Meneses Estefania Marin, Mendoza Maximiliano Barbosa, Thomas Ruth, Masud Saad, Pubien Sheena, Milanes Patricia, Diaz-Tang Gabriela, Lopatkin Allison J, Smith Robert P
Cell Therapy Institute, Kiran Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, 33314.
Department of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern University, Fort Lauderdale, FL, 33314.
bioRxiv. 2024 Apr 9:2024.04.09.588696. doi: 10.1101/2024.04.09.588696.
The inoculum effect has been observed for nearly all antibiotics and bacterial species. However, explanations accounting for its occurrence and strength are lacking. We previously found that growth productivity, which captures the relationship between [ATP] and growth, can account for the strength of the inoculum effect for bactericidal antibiotics. However, the molecular pathway(s) underlying this relationship, and therefore determining the inoculum effect, remain undiscovered. We show that nucleotide synthesis can determine the relationship between [ATP] and growth, and thus the strength of inoculum effect in an antibiotic class-dependent manner. Specifically, and separate from activity through the tricarboxylic acid cycle, we find that transcriptional activity of genes involved in purine and pyrimidine synthesis can predict the strength of the inoculum effect for β-lactam and aminoglycosides antibiotics, respectively. Our work highlights the antibiotic class-specific effect of purine and pyrimidine synthesis on the severity of the inoculum effect and paves the way for intervention strategies to reduce the inoculum effect in the clinic.
几乎所有抗生素和细菌种类都观察到了接种量效应。然而,对于其发生和强度的解释却很缺乏。我们之前发现,生长生产力(它反映了[ATP]与生长之间的关系)可以解释杀菌性抗生素接种量效应的强度。然而,这种关系背后以及决定接种量效应的分子途径仍未被发现。我们表明,核苷酸合成可以决定[ATP]与生长之间的关系,从而以抗生素类别依赖的方式决定接种量效应的强度。具体而言,与通过三羧酸循环的活性不同,我们发现参与嘌呤和嘧啶合成的基因的转录活性分别可以预测β-内酰胺类和氨基糖苷类抗生素接种量效应的强度。我们的工作突出了嘌呤和嘧啶合成对接种量效应严重程度的抗生素类别特异性影响,并为临床中减少接种量效应的干预策略铺平了道路。