School of Engineering, Brown University, Providence, RI 02912; and.
Department of Applied Mathematics and Theoretical Physics, Centre for Mathematical Sciences, University of Cambridge, Cambridge CB3 0WA, United Kingdom.
Proc Natl Acad Sci U S A. 2014 Jul 8;111(27):9733-8. doi: 10.1073/pnas.1405698111. Epub 2014 Jun 23.
Concentrated suspensions of swimming microorganisms and other forms of active matter are known to display complex, self-organized spatiotemporal patterns on scales that are large compared with those of the individual motile units. Despite intensive experimental and theoretical study, it has remained unclear the extent to which the hydrodynamic flows generated by swimming cells, rather than purely steric interactions between them, drive the self-organization. Here we use the recent discovery of a spiral-vortex state in confined suspensions of Bacillus subtilis to study this issue in detail. Those experiments showed that if the radius of confinement in a thin cylindrical chamber is below a critical value, the suspension will spontaneously form a steady single-vortex state encircled by a counter-rotating cell boundary layer, with spiral cell orientation within the vortex. Left unclear, however, was the flagellar orientation, and hence the cell swimming direction, within the spiral vortex. Here, using a fast simulation method that captures oriented cell-cell and cell-fluid interactions in a minimal model of discrete particle systems, we predict the striking, counterintuitive result that in the presence of collectively generated fluid motion, the cells within the spiral vortex actually swim upstream against those flows. This prediction is then confirmed by the experiments reported here, which include measurements of flagella bundle orientation and cell tracking in the self-organized state. These results highlight the complex interplay between cell orientation and hydrodynamic flows in concentrated suspensions of microorganisms.
游动微生物和其他形式的活性物质的浓缩悬浮液在与单个运动单元相比大得多的尺度上表现出复杂的、自组织的时空模式,这是众所周知的。尽管进行了密集的实验和理论研究,但游动细胞产生的流动与它们之间纯粹的立体相互作用在多大程度上驱动自组织,这一点仍不清楚。在这里,我们使用最近在枯草芽孢杆菌受限悬浮液中发现的螺旋涡旋状态来详细研究这个问题。那些实验表明,如果在薄圆柱形室中的限制半径低于临界值,悬浮液将自发地形成一个由反向旋转的细胞边界层包围的稳定单涡旋状态,在涡旋内有螺旋状的细胞取向。然而,不清楚的是螺旋涡旋内鞭毛的取向,因此也不清楚细胞的游动方向。在这里,我们使用一种快速模拟方法,该方法在离散颗粒系统的最小模型中捕获定向的细胞-细胞和细胞-流体相互作用,预测了一个惊人的、违反直觉的结果,即在集体产生的流体运动的情况下,螺旋涡旋内的细胞实际上逆流游动,与这些流动相反。这一预测随后被这里报道的实验所证实,这些实验包括对自组织状态下鞭毛束取向和细胞跟踪的测量。这些结果强调了微生物浓缩悬浮液中细胞取向和流体流动之间的复杂相互作用。