Tania Miguel Trabajo, Isaline Guex, Manupriyam Dubey, Elvire Sarton-Lohéac, Helena Todorov, Xavier Richard, Christian Mazza, Jan Roelof van der Meer
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In monoculture, microcolonies exhibited expected substrate-dependent expansion rates, but individual colony sizes were affected by founder cell density, spatial positioning, growth rates, and lag times. In coculture, substrate competition favored <i>P. putida</i>, but unexpectedly, reduced the maximum growth rates of both species. In contrast, 10% of <i>P. veronii</i> microcolonies under competition grew larger than expected, likely due to founder cell phenotypic variation and stochastic spatial positioning. These effects were alleviated under substrate independence. A linear relationship between founder cell ratios and final colony area ratios in local neighborhoods (6.5-65 µm radius) was observed in coculture, with its slope reflecting interaction type and strength. Measured slopes in the <i>P. putida</i> to <i>P. veronii</i> biomass ratio under competition were one-third reduced compared to kinetic predictions using a cell-agent growth model, which exometabolite analysis and simulations suggested may be due to metabolite cross-feeding or inhibitory compound production. This indicates additional factors beyond inherent monoculture growth kinetics driving spatial interactions. 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Typically, these interactions are studied through bulk population measurements, overlooking the role of cell-to-cell variability and spatial context. This study uses real-time surface growth measurements of thousands of sparsely positioned microcolonies to investigate interactions and kinetic variations in monocultures and cocultures of <i>Pseudomonas putida</i> and <i>P. veronii</i> under substrate competition (succinate) or substrate independence (d-mannitol and putrescine). In monoculture, microcolonies exhibited expected substrate-dependent expansion rates, but individual colony sizes were affected by founder cell density, spatial positioning, growth rates, and lag times. In coculture, substrate competition favored <i>P. putida</i>, but unexpectedly, reduced the maximum growth rates of both species. In contrast, 10% of <i>P. veronii</i> microcolonies under competition grew larger than expected, likely due to founder cell phenotypic variation and stochastic spatial positioning. These effects were alleviated under substrate independence. A linear relationship between founder cell ratios and final colony area ratios in local neighborhoods (6.5-65 µm radius) was observed in coculture, with its slope reflecting interaction type and strength. Measured slopes in the <i>P. putida</i> to <i>P. veronii</i> biomass ratio under competition were one-third reduced compared to kinetic predictions using a cell-agent growth model, which exometabolite analysis and simulations suggested may be due to metabolite cross-feeding or inhibitory compound production. This indicates additional factors beyond inherent monoculture growth kinetics driving spatial interactions. 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引用次数: 0
摘要
细菌物种间的相互作用极大地影响了群落的生长和行为,决定了群落功能的出现。通常情况下,这些相互作用是通过大量群体测量来研究的,忽略了细胞间变异和空间环境的作用。本研究利用对数千个稀疏定位微菌落的实时表面生长测量,研究了在底物竞争(琥珀酸)或底物独立(d-甘露糖醇和腐胺)条件下,单培养和共培养的普氏假单胞菌和弗氏假单胞菌之间的相互作用和动力学变化。在单培养条件下,微菌落表现出预期的基质依赖性扩展率,但单个菌落的大小受创始细胞密度、空间定位、生长率和滞后时间的影响。在共培养过程中,基质竞争有利于 P. putida,但意外地降低了这两个物种的最大生长率。与此相反,在竞争条件下,10% 的 P. veronii 微菌落比预期长得大,这可能是由于创始细胞表型变化和随机空间定位造成的。在基质独立的情况下,这些影响得到了缓解。在共培养中观察到,在局部邻域(半径为 6.5-65 µm)中,始基细胞比率与最终菌落面积比率之间呈线性关系,其斜率反映了相互作用的类型和强度。在竞争条件下测得的 P. putida 与 P. veronii 生物量比率的斜率比使用细胞-代理生长模型进行的动力学预测低三分之一,外代谢物分析和模拟表明这可能是由于代谢物交叉进食或抑制性化合物的产生。这表明,除固有的单培养生长动力学外,还有其他因素在推动空间相互作用。总之,该研究展示了微菌落生长实验如何为细菌从局部到群落层面的相互作用提供有价值的见解。
Inferring bacterial interspecific interactions from microcolony growth expansion.
Bacterial species interactions significantly shape growth and behavior in communities, determining the emergence of community functions. Typically, these interactions are studied through bulk population measurements, overlooking the role of cell-to-cell variability and spatial context. This study uses real-time surface growth measurements of thousands of sparsely positioned microcolonies to investigate interactions and kinetic variations in monocultures and cocultures of Pseudomonas putida and P. veronii under substrate competition (succinate) or substrate independence (d-mannitol and putrescine). In monoculture, microcolonies exhibited expected substrate-dependent expansion rates, but individual colony sizes were affected by founder cell density, spatial positioning, growth rates, and lag times. In coculture, substrate competition favored P. putida, but unexpectedly, reduced the maximum growth rates of both species. In contrast, 10% of P. veronii microcolonies under competition grew larger than expected, likely due to founder cell phenotypic variation and stochastic spatial positioning. These effects were alleviated under substrate independence. A linear relationship between founder cell ratios and final colony area ratios in local neighborhoods (6.5-65 µm radius) was observed in coculture, with its slope reflecting interaction type and strength. Measured slopes in the P. putida to P. veronii biomass ratio under competition were one-third reduced compared to kinetic predictions using a cell-agent growth model, which exometabolite analysis and simulations suggested may be due to metabolite cross-feeding or inhibitory compound production. This indicates additional factors beyond inherent monoculture growth kinetics driving spatial interactions. Overall, the study demonstrates how microcolony growth experiments offer valuable insights into bacterial interactions, from local to community-level dynamics.