A microbial therapy-mimicry assay shows how spatial resource dynamics control resistance escape.

IF 17.1 1区 生物学 Q1 ECOLOGY
Nico Appold, Timon Citak, Auguste A Palm, Jona Kayser
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引用次数: 0

Abstract

The evolution of therapy resistance in structured populations such as biofilms and solid tumours is shaped by emergent spatial organization, with profound consequences for evolution-based therapies. However, how treatment reshapes these patterns remains poorly understood. Here we show that intermittent treatment pulses transiently reconfigure the resource landscape, reorganize spatial growth zones and can enable resistant mutants to escape spatial confinement and drive therapy failure. We introduce a spatial evolution assay in which populations expand from single, genetically tailored yeast cells, enabling quantitative tracking of the full spatiotemporal trajectories of continually emerging resistant mutants under intermittent treatment. By integrating these observations with a mechanistically interpretable computational model in a real-to-sim-to-real loop, we identify a dynamic phase-transition-like boundary in schedule space that defines a candidate optimal balance between population control and sustained resistance confinement, which we test experimentally. Together, our results establish resource-mediated spatial confinement as a central organizing principle of resistance evolution and provide a mechanistic foundation for spatially informed, evolution-based therapies.

Abstract Image

微生物治疗模拟试验显示空间资源动态如何控制抗性逃逸。
在生物膜和实体肿瘤等结构群体中,治疗耐药性的进化是由新兴的空间组织形成的,对基于进化的治疗产生了深远的影响。然而,治疗如何重塑这些模式仍然知之甚少。在这里,我们发现间歇性治疗脉冲会短暂地重新配置资源景观,重新组织空间生长区域,并使抗性突变体逃脱空间限制并导致治疗失败。我们引入了一种空间进化分析,其中种群从单个遗传定制的酵母细胞扩展,从而能够定量跟踪间歇性处理下不断出现的抗性突变体的完整时空轨迹。通过将这些观察结果与真实-模拟-真实循环中的机械可解释计算模型相结合,我们确定了调度空间中的动态相变边界,该边界定义了种群控制和持续阻力限制之间的候选最佳平衡,并进行了实验验证。总之,我们的研究结果确立了资源介导的空间限制作为耐药性进化的中心组织原则,并为空间知情的、基于进化的治疗提供了机制基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nature ecology & evolution
Nature ecology & evolution Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
22.20
自引率
2.40%
发文量
282
期刊介绍: Nature Ecology & Evolution is interested in the full spectrum of ecological and evolutionary biology, encompassing approaches at the molecular, organismal, population, community and ecosystem levels, as well as relevant parts of the social sciences. Nature Ecology & Evolution provides a place where all researchers and policymakers interested in all aspects of life's diversity can come together to learn about the most accomplished and significant advances in the field and to discuss topical issues. An online-only monthly journal, our broad scope ensures that the research published reaches the widest possible audience of scientists.
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