The Louis and Beatrice Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, NY, 11794, USA.
Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
Commun Biol. 2022 Mar 31;5(1):292. doi: 10.1038/s42003-022-03228-9.
Microbial drug resistance is an emerging global challenge. Current drug resistance assays tend to be simplistic, ignoring complexities of resistance manifestations and mechanisms, such as multicellularity. Here, we characterize multicellular and molecular sources of drug resistance upon deleting the AMN1 gene responsible for clumping multicellularity in a budding yeast strain, causing it to become unicellular. Computational analysis of growth curve changes upon drug treatment indicates that the unicellular strain is more sensitive to four common antifungals. Quantitative models uncover entwined multicellular and molecular processes underlying these differences in sensitivity and suggest AMN1 as an antifungal target in clumping pathogenic yeasts. Similar experimental and mathematical modeling pipelines could reveal multicellular and molecular drug resistance mechanisms, leading to more effective treatments against various microbial infections and possibly even cancers.
微生物药物耐药性是一个新出现的全球性挑战。目前的耐药性检测方法往往过于简单化,忽略了耐药表现和机制的复杂性,例如多细胞性。在这里,我们通过删除负责使出芽酵母菌株凝聚成团的多细胞性的 AMN1 基因来表征多细胞性和分子耐药性的来源,使该菌株成为单细胞。对药物处理后生长曲线变化的计算分析表明,单细胞菌株对四种常见抗真菌药物更为敏感。定量模型揭示了这些敏感性差异背后交织的多细胞和分子过程,并表明 AMN1 是凝聚性致病性酵母的抗真菌靶标。类似的实验和数学建模管道可以揭示多细胞和分子药物耐药机制,从而更有效地治疗各种微生物感染,甚至可能是癌症。