1
|
Gallardo-Navarro O, Arbel-Goren R, August E, Olmedo-Alvarez G, Stavans J. Dynamically induced spatial segregation in multispecies bacterial bioconvection. Nat Commun 2025; 16:950. [PMID: 39843893 PMCID: PMC11754595 DOI: 10.1038/s41467-025-56244-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 01/10/2025] [Indexed: 01/24/2025] Open
Abstract
Active matter, from motile bacteria to animals, can exhibit striking collective and coherent behavior. Despite significant advances in understanding the behavior of homogeneous systems, little is known about the self-organization and dynamics of heterogeneous active matter, such as complex and diverse bacterial communities. Under oxygen gradients, many bacterial species swim towards air-liquid interfaces in auto-organized, directional bioconvective flows, whose spatial scales exceed the cell size by orders of magnitude. Here we show that multispecies bacterial suspensions undergoing oxytactic-driven bioconvection exhibit dynamically driven spatial segregation, despite the enhanced mixing of bioconvective flows, and the fact that these species coexist in their natural habitat. Segregation is observed as patterns of spatially interlocked domains, with local dominance of one of the constituent species in the suspension. Our findings suggest that segregation mechanisms are driven by species-specific motile behaviors under conditions of hydrodynamic flow, rather than biochemical repulsion. Thus, species with different motile characteristics in the same ecological context can enhance their access to limiting resources. This work provides novel insights on the role of heterogeneity in active matter, as well as on the dynamics of complex microbial communities, their spatial organization and their collective behavior.
Collapse
Affiliation(s)
- Oscar Gallardo-Navarro
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel
| | - Rinat Arbel-Goren
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel
| | - Elias August
- Department of Engineering, Reykjavik University, Reykjavik, Iceland
| | | | - Joel Stavans
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel.
| |
Collapse
|
2
|
Hoffmann LA, Giomi L. Homochirality in the Vicsek model: Fluctuations and potential implications for cellular flocks. Phys Rev E 2025; 111:015427. [PMID: 39972731 DOI: 10.1103/physreve.111.015427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 12/20/2024] [Indexed: 02/21/2025]
Abstract
Chirality is a feature of many biological systems, and much research has been focused on understanding the origin and implications of this property. Famously, sugars and amino acids found in nature are homochiral, i.e., chiral symmetry is broken and only one of the two possible chiral states is ever observed. Certain types of cells show chiral behavior, too. Understanding the origin of cellular chirality and its effect on tissues and cellular dynamics is still an open problem and subject to much (recent) research, e.g., in the context of drosophila morphogenesis. Here, we develop a simple model to describe the possible origin of homochirality in cells. Combining the Vicsek model for collective behavior with the model of Jafarpour et al. [Phys. Rev. Lett. 115, 158101 (2015)0031-900710.1103/PhysRevLett.115.158101], developed to describe the emergence of molecular homochirality, we investigate how a homochiral state might have evolved in cells from an initially symmetric state without any mechanisms that explicitly break chiral symmetry. We investigate the transition to homochirality and show how the "openness" of the system as well as noise determine if and when a globally homochiral state is reached. While hypothetical and explorative in nature, our analysis may serve as a starting point for more realistic models of chirality in flocking multicellular systems.
Collapse
Affiliation(s)
- Ludwig A Hoffmann
- Harvard University, Instituut-Lorentz, Universiteit Leiden, P. O. Box 9506, 2300 RA Leiden, The Netherlands and John A. Paulson School of Engineering and Applied Sciences, Cambridge, Massachusetts 02138, USA
| | - Luca Giomi
- Universiteit Leiden, Instituut-Lorentz, P. O. Box 9506, 2300 RA Leiden, The Netherlands
| |
Collapse
|
3
|
Li H, Hong L, Szymczak W, Orner E, Garber AI, Cooper VS, Chen W, De A, Tang JX, Mani S. Protocol for isolating single species of bacteria with swarming ability from human feces. STAR Protoc 2024; 5:102961. [PMID: 38573864 PMCID: PMC10999858 DOI: 10.1016/j.xpro.2024.102961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/20/2023] [Accepted: 03/01/2024] [Indexed: 04/06/2024] Open
Abstract
Understanding the specific movements of bacteria isolated from human feces can serve as a novel diagnostic and therapeutic tool for inflammatory bowel disease. Here, we present a protocol for a microbial swarming assay and to isolate the bacteria responsible for swarming activity. We describe steps for identifying bacteria using MALDI-TOF mass spectrometry and whole-genome sequencing. We then detail procedures for validating findings by observing the same swarming phenotype upon reperforming the swarming assay. For complete details on the use and execution of this protocol, please refer to De et al.1.
Collapse
Affiliation(s)
- Hao Li
- Department of Medicine, Genetics and Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Lilli Hong
- Department of Medicine, Genetics and Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Wendy Szymczak
- Montefiore Medical Center, Bronx, NY 10467, USA; Department of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Erika Orner
- Montefiore Medical Center, Bronx, NY 10467, USA; Department of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | | | - Vaughn S Cooper
- Department of Microbiology and Molecular Genetics, University of Pittsburgh, School of Medicine, Pittsburgh, PA 15213, USA; Center for Evolutionary Biology and Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA 15213, USA; Department of Molecular, Cellular, and Biomedical Sciences, University of New Hampshire, Durham, NH 03824, USA
| | - Weijie Chen
- Department of Medicine, Genetics and Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Intelligent Medicine Institute, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Arpan De
- Department of Medicine, Genetics and Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Jay X Tang
- Brown University, Physics Department, Providence, RI 02912, USA
| | - Sridhar Mani
- Department of Medicine, Genetics and Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
| |
Collapse
|
4
|
Chatterjee S, Mangeat M, Woo CU, Rieger H, Noh JD. Flocking of two unfriendly species: The two-species Vicsek model. Phys Rev E 2023; 107:024607. [PMID: 36932579 DOI: 10.1103/physreve.107.024607] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 01/30/2023] [Indexed: 06/18/2023]
Abstract
We consider the two-species Vicsek model (TSVM) consisting of two kinds of self-propelled particles, A and B, that tend to align with particles from the same species and to antialign with the other. The model shows a flocking transition that is reminiscent of the original Vicsek model: it has a liquid-gas phase transition and displays micro-phase-separation in the coexistence region where multiple dense liquid bands propagate in a gaseous background. The interesting features of the TSVM are the existence of two kinds of bands, one composed of mainly A particles and one mainly of B particles, the appearance of two dynamical states in the coexistence region: the PF (parallel flocking) state in which all bands of the two species propagate in the same direction, and the APF (antiparallel flocking) state in which the bands of species A and species B move in opposite directions. When PF and APF states exist in the low-density part of the coexistence region they perform stochastic transitions from one to the other. The system size dependence of the transition frequency and dwell times show a pronounced crossover that is determined by the ratio of the band width and the longitudinal system size. Our work paves the way for studying multispecies flocking models with heterogeneous alignment interactions.
Collapse
Affiliation(s)
- Swarnajit Chatterjee
- Center for Biophysics and Department of Theoretical Physics, Saarland University, 66123 Saarbrücken, Germany
| | - Matthieu Mangeat
- Center for Biophysics and Department of Theoretical Physics, Saarland University, 66123 Saarbrücken, Germany
| | - Chul-Ung Woo
- Department of Physics, University of Seoul, Seoul 02504, Korea
| | - Heiko Rieger
- Center for Biophysics and Department of Theoretical Physics, Saarland University, 66123 Saarbrücken, Germany
- Leibniz-Institute for New Materials INM, 66123 Saarbrücken, Germany
| | - Jae Dong Noh
- Department of Physics, University of Seoul, Seoul 02504, Korea
| |
Collapse
|
5
|
Mixed-species bacterial swarms show an interplay of mixing and segregation across scales. Sci Rep 2022; 12:16500. [PMID: 36192570 PMCID: PMC9529924 DOI: 10.1038/s41598-022-20644-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 09/16/2022] [Indexed: 11/28/2022] Open
Abstract
Bacterial swarms are a highly-researched example of natural active matter. In particular, the interplay between biological interactions and the physics underlying the swarming dynamics is of both biological and physical interest. In this paper, we study mixed swarms of Bacillus subtilis and Pseudomonas aeruginosa. We find intricate interactions between the species, showing both cooperation and segregation across different spatial and temporal scales. On one hand, even though axenic colonies grow on disparate time scale, an order of magnitude apart, the two-species swarm together, forming a single, combined colony. However, the rapidly moving populations are locally segregated, with different characteristic speeds and lengths (or cluster sizes) that depend on the ratio between the species. Comparison with controlled mutant strains suggest that both the physical and known biological differences in species characteristics may not be enough to explain the segregation between the species in the mixed swarm. We hypothesize that the heterogeneous spatial distribution is due to some mechanism that enables bacteria to recognize their own kind, whose precise origin we could not identify.
Collapse
|