布鲁氏锥虫的社会运动量化表明不同的菌落生长阶段。

IF 3.7 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Journal of The Royal Society Interface Pub Date : 2024-12-01 Epub Date: 2024-12-18 DOI:10.1098/rsif.2024.0469
Andreas Kuhn, Timothy Krüger, Magdalena Schüttler, Markus Engstler, Sabine C Fischer
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引用次数: 0

摘要

鞭毛寄生虫布鲁氏锥虫的体外菌落表现出典型的指指不稳定性模式。为了对这些复杂的生长过程进行数据驱动和数据验证的机制建模,在定性图像比较之外,首先建立适当的定量指标至关重要。我们提出了一种基于两个无标度指标的量化方法,旨在表征二维菌落的形状。最初是为酵母菌落开发的,我们对这个分析管道进行了调整、修改和扩展,用于锥虫系统。通过将这些定量测量与基于伊甸园模型的群体生长模拟相结合,我们确定了社会能动性的两个不同的增长阶段:主要是循环扩张的初始阶段,然后过渡到几乎完全的手指生长阶段。随着细胞数量的增加和手指形成的部分抑制,这些阶段保持强健。一个新开发的各向异性指数显示,部分抑制导致随着时间的推移增加菌落各向异性。我们的结果提供了客观的测量,促进了对社会运动性的理解,并为未来的机制建模工作奠定了基础。此外,我们的方法为其他菌落形成微生物(如酵母或细菌)的研究提供了蓝图,强调了为复杂生物现象制定适当指标的更广泛适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantification of Trypanosoma brucei social motility indicates different colony growth phases.

In vitro colonies of the flagellated parasite Trypanosoma brucei exhibit characteristic fingering instability patterns. To enable data-driven and data-validated mechanistic modelling of these complex growth processes, it is crucial to first establish appropriate quantitative metrics beyond qualitative image comparisons. We present a quantification approach based on two scale-free metrics designed to characterize the shape of two-dimensional colonies. Originally developed for yeast colonies, we adapted, modified and extended this analysis pipeline for the Trypanosoma system. By combining these quantitative measurements with colony growth simulations based on the Eden model, we identified two distinct growth phases in social motility-exhibiting colonies: an initial phase of mainly circular expansion, followed by a transition to an almost exclusive finger-growing phase. These phases remain robust with increasing cell numbers and upon partial inhibition of finger formation. A newly developed anisotropy index reveals that partial inhibition leads to increased colony anisotropy over time. Our results provide objective measurements that advance the understanding of social motility and serve as a foundation for future mechanistic modelling efforts. Furthermore, our approach offers a blueprint for investigations of other colony-forming microorganisms, such as yeast or bacteria, emphasizing the broader applicability of developing appropriate metrics for complex biological phenomena.

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来源期刊
Journal of The Royal Society Interface
Journal of The Royal Society Interface 综合性期刊-综合性期刊
CiteScore
7.10
自引率
2.60%
发文量
234
审稿时长
2.5 months
期刊介绍: J. R. Soc. Interface welcomes articles of high quality research at the interface of the physical and life sciences. It provides a high-quality forum to publish rapidly and interact across this boundary in two main ways: J. R. Soc. Interface publishes research applying chemistry, engineering, materials science, mathematics and physics to the biological and medical sciences; it also highlights discoveries in the life sciences of relevance to the physical sciences. Both sides of the interface are considered equally and it is one of the only journals to cover this exciting new territory. J. R. Soc. Interface welcomes contributions on a diverse range of topics, including but not limited to; biocomplexity, bioengineering, bioinformatics, biomaterials, biomechanics, bionanoscience, biophysics, chemical biology, computer science (as applied to the life sciences), medical physics, synthetic biology, systems biology, theoretical biology and tissue engineering.
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