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Saha S, Kalathera J, Sumi TS, Mane V, Zimmermann S, Waschina S, Pande S. Mass lysis of predatory bacteria drives the enrichment of antibiotic resistance in soil microbial communities. Curr Biol 2025; 35:1258-1268.e6. [PMID: 39983731 DOI: 10.1016/j.cub.2025.01.068] [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: 02/29/2024] [Revised: 12/05/2024] [Accepted: 01/30/2025] [Indexed: 02/23/2025]
Abstract
Numerous studies have investigated the effects of antibiotics on the evolution and maintenance of antimicrobial resistance (AMR). However, the impact of microbial interactions in antibiotic-free environments on resistance within complex communities remains unclear. We investigated whether the predatory bacterium M. xanthus, which can produce antimicrobials and employ various contact-dependent and -independent prey-killing mechanisms, influences the abundance of antibiotic-resistant bacteria in its local environment simply through its presence, regardless of active predation. We observed an association between the presence of M. xanthus in soil and the frequency of antibiotic-resistant bacteria. Additionally, culture-based and metagenomic analysis showed that coculturing M. xanthus with soil-derived communities in liquid cultures enriched AMR among non-myxobacterial isolates. This is because the lysis of M. xanthus, triggered during the starvation phase of the coculture experiments, releases diffusible growth-inhibitory compounds that enrich pre-existing resistant bacteria. Furthermore, our results show that death during multicellular fruiting body formation-a starvation-induced stress response in M. xanthus that results in over 90% cell death-also releases growth-inhibitory molecules that enrich resistant bacteria. Hence, the higher abundance of resistant bacteria in soil communities, where M. xanthus can be detected, was because of the diffusible growth-inhibitory substances that were released due to the death of M. xanthus cells during fruiting body formation. Together, our findings demonstrate how the death of M. xanthus, an important aspect of its life cycle, can impact antibiotic resistomes in natural soil communities without the anthropogenic influx of antibiotics.
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Affiliation(s)
- Saheli Saha
- Bacterial Ecology and Evolution Group, Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore 560012, India
| | - Jyotsna Kalathera
- Bacterial Ecology and Evolution Group, Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore 560012, India
| | - Thoniparambil Sunil Sumi
- Bacterial Ecology and Evolution Group, Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore 560012, India
| | - Vishwadeep Mane
- Bacterial Ecology and Evolution Group, Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore 560012, India
| | - Sina Zimmermann
- Institute of Human Nutrition and Food Science, Nutriinformatics, Kiel University, Kiel 24118, Germany
| | - Silvio Waschina
- Institute of Human Nutrition and Food Science, Nutriinformatics, Kiel University, Kiel 24118, Germany
| | - Samay Pande
- Bacterial Ecology and Evolution Group, Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore 560012, India.
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2
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La Fortezza M, Verwilt J, Cossey SM, Eisner SA, Velicer GJ, Yu YTN. Deletion of an sRNA primes development in a multicellular bacterium. iScience 2025; 28:111980. [PMID: 40124474 PMCID: PMC11928866 DOI: 10.1016/j.isci.2025.111980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 11/14/2024] [Accepted: 02/05/2025] [Indexed: 03/25/2025] Open
Abstract
Small non-coding RNAs (sRNAs) regulate gene expression of many biological processes. During growth, some myxobacteria produce an sRNA-Pxr-that blocks fruiting-body development, an aggregative multicellular process typically triggered by starvation. Deleting the pxr gene allows Myxococcus xanthus to develop despite nutrient availability, but Pxr binding targets and the genes regulated by Pxr remain unknown. Here, after showing that Pxr controls the temporal dynamics of development, we compare the transcriptomes of vegetative M. xanthus cells possessing vs. lacking pxr. Over half of the genes impacted by pxr deletion are linked to development, including known and previously undiscovered critical regulators. Pxr also positively regulates genes associated with general metabolic processes. Our study discovers phenotypic effects of Pxr regulation with ecological importance, identifies the suite of genes this sRNA controls during vegetative growth and reveals a previously unknown developmental regulator. These findings provide insights into the molecular mechanism controlling myxobacterial development.
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Affiliation(s)
| | - Jasper Verwilt
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
- Complex Genetics of Alzheimer’s Disease Group, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
| | - Sarah M. Cossey
- Institute of Integrative System Biology, ETH, Zürich, Switzerland
| | | | | | - Yuen-Tsu N. Yu
- Institute of Integrative System Biology, ETH, Zürich, Switzerland
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3
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Isaksson H, Lind P, Libby E. Adaptive evolutionary trajectories in complexity: Transitions between unicellularity and facultative differentiated multicellularity. Proc Natl Acad Sci U S A 2025; 122:e2411692122. [PMID: 39841150 PMCID: PMC11789074 DOI: 10.1073/pnas.2411692122] [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: 06/12/2024] [Accepted: 12/12/2024] [Indexed: 01/23/2025] Open
Abstract
Multicellularity spans a wide gamut in terms of complexity, from simple clonal clusters of cells to large-scale organisms composed of differentiated cells and tissues. While recent experiments have demonstrated that simple forms of multicellularity can readily evolve in response to different selective pressures, it is unknown if continued exposure to those same selective pressures will result in the evolution of increased multicellular complexity. We use mathematical models to consider the adaptive trajectories of unicellular organisms exposed to periodic bouts of abiotic stress, such as drought or antibiotics. Populations can improve survival in response to the stress by evolving multicellularity or cell differentiation-or both; however, these responses have associated costs when the stress is absent. We define a parameter space of fitness-relevant traits and identify where multicellularity, differentiation, or their combination is fittest. We then study the effects of adaptation by allowing populations to fix mutations that improve their fitness. We find that while the same mutation can be beneficial to populations of different complexity, e.g., strict unicellularity or life cycles with stages of differentiated multicellularity, the magnitudes of their effects can differ and alter which is fittest. As a result, we observe adaptive trajectories that gain and lose complexity. We also show that the order of mutations, historical contingency, can cause some transitions to be permanent in the absence of neutral evolution. Ultimately, we find that continued exposure to a selective driver for multicellularity can either lead to increasing complexity or a return to unicellularity.
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Affiliation(s)
- Hanna Isaksson
- Department of Mathematics and Mathematical Statistics, Umeå University, Umeå90187, Sweden
- IceLab, Umeå University, Umeå90187, Sweden
| | - Peter Lind
- IceLab, Umeå University, Umeå90187, Sweden
- Department of Molecular Biology, Umeå University, Umeå90187, Sweden
- Umeå Centre for Microbial Research, Umeå University, Umeå90187, Sweden
| | - Eric Libby
- Department of Mathematics and Mathematical Statistics, Umeå University, Umeå90187, Sweden
- IceLab, Umeå University, Umeå90187, Sweden
- Umeå Centre for Microbial Research, Umeå University, Umeå90187, Sweden
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4
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Weltzer ML, Govaerts J, Wall D. Chimeric aggregative multicellularity in absence of kin discrimination. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.04.626738. [PMID: 39677713 PMCID: PMC11643034 DOI: 10.1101/2024.12.04.626738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Aggregative multicellularity is a cooperative strategy employed by some microorganisms. Unlike clonal expansion within protected environments during multicellular eukaryotic development, an aggregation strategy introduces the potential for genetic conflicts and exploitation by cheaters, threatening the stability of the social system. Myxococcus xanthus, a soil-dwelling bacterium, employs aggregative multicellularity to form multicellular fruiting bodies that produce spores in response to starvation. Studies of natural fruiting bodies show that this process is restricted to close kin or clonemates. Here, we investigate the mechanisms underlying kin recognition during development in M. xanthus. By co-culturing two distantly related M. xanthus strains under vegetative and starvation conditions, we observed that the strains segregate in both contexts. During vegetative growth, one strain antagonized the other using the type VI secretion system (T6SS). T6SS-mediated antagonism was also observed during development, resulting in monoclonal fruiting bodies when WT strains were mixed. In contrast, mixtures of T6SS knockout strains formed chimeric fruiting bodies, that produced viable spores from both strains. These findings suggest that T6SS is the primary mechanism of kin discrimination in distantly related M. xanthus strains, and its use ensures the development of monoclonal fruiting bodies and social integrity.
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Affiliation(s)
- Michael L. Weltzer
- Department of Molecular Biology, University of Wyoming, 1000 E University Avenue, Laramie, WY, USA
| | - Jack Govaerts
- Department of Molecular Biology, University of Wyoming, 1000 E University Avenue, Laramie, WY, USA
| | - Daniel Wall
- Department of Molecular Biology, University of Wyoming, 1000 E University Avenue, Laramie, WY, USA
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5
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Khan S. The Limits of Our Explanation: A Case Study in Myxococcus xanthus Cooperation. BIOLOGICAL THEORY 2024; 20:25-40. [PMID: 40161964 PMCID: PMC11947066 DOI: 10.1007/s13752-024-00479-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 09/19/2024] [Indexed: 04/02/2025]
Abstract
In this article, I demonstrate two ways in which our major theories of the evolution of cooperation may fail to capture particular social phenomena. The first shortcoming of our current major theories stems from the possibility of mischaracterizing the cooperative problem in game theory. The second shortcoming of our current major theories is the insensitivity of these explanatory models to ecological and genomic context. As a case study to illustrate these points, I will use the cooperative interaction of a species of myxobacteria called Myxococcus xanthus. M. xanthus cooperate in many areas of their life cycle-in quorum sensing, social motility, fruiting body formation, and predation. I focus in particular on predation as we have not yet discovered an adequate explanation of how they sustain cooperative predation in the face of developmental cheats. In explaining why we have not, I draw generalizable conclusions that shed light on our use of simplified models to explain real-world behaviors in a variety of organisms.
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Affiliation(s)
- Saira Khan
- Department of Philosophy, University of Bristol, Bristol, UK
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6
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Selective drivers of simple multicellularity. Curr Opin Microbiol 2022; 67:102141. [PMID: 35247708 DOI: 10.1016/j.mib.2022.102141] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 02/08/2022] [Accepted: 02/09/2022] [Indexed: 12/21/2022]
Abstract
In order to understand the evolution of multicellularity, we must understand how and why selection favors the first steps in this process: the evolution of simple multicellular groups. Multicellularity has evolved many times in independent lineages with fundamentally different ecologies, yet no work has yet systematically examined these diverse selective drivers. Here we review recent developments in systematics, comparative biology, paleontology, synthetic biology, theory, and experimental evolution, highlighting ten selective drivers of simple multicellularity. Our survey highlights the many ecological opportunities available for simple multicellularity, and stresses the need for additional work examining how these first steps impact the subsequent evolution of complex multicellularity.
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La Fortezza M, Velicer GJ. Social selection within aggregative multicellular development drives morphological evolution. Proc Biol Sci 2021; 288:20211522. [PMID: 34814750 PMCID: PMC8611335 DOI: 10.1098/rspb.2021.1522] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 11/02/2021] [Indexed: 12/17/2022] Open
Abstract
Aggregative multicellular development is a social process involving complex forms of cooperation among unicellular organisms. In some aggregative systems, development culminates in the construction of spore-packed fruiting bodies and often unfolds within genetically and behaviourally diverse conspecific cellular environments. Here, we use the bacterium Myxococcus xanthus to test whether the character of the cellular environment during aggregative development shapes its morphological evolution. We manipulated the cellular composition of Myxococcus development in an experiment in which evolving populations initiated from a single ancestor repeatedly co-developed with one of several non-evolving partners-a cooperator, three cheaters and three antagonists. Fruiting body morphology was found to diversify not only as a function of partner genotype but more broadly as a function of partner social character, with antagonistic partners selecting for greater fruiting body formation than cheaters or the cooperator. Yet even small degrees of genetic divergence between distinct cheater partners sufficed to drive treatment-level morphological divergence. Co-developmental partners also determined the magnitude and dynamics of stochastic morphological diversification and subsequent convergence. In summary, we find that even just a few genetic differences affecting developmental and social features can greatly impact morphological evolution of multicellular bodies and experimentally demonstrate that microbial warfare can promote cooperation.
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Affiliation(s)
- Marco La Fortezza
- Institute for Integrative Biology, ETH Zürich, Zürich 8092, Switzerland
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Ulrich Y, Kawakatsu M, Tokita CK, Saragosti J, Chandra V, Tarnita CE, Kronauer DJC. Response thresholds alone cannot explain empirical patterns of division of labor in social insects. PLoS Biol 2021; 19:e3001269. [PMID: 34138839 PMCID: PMC8211278 DOI: 10.1371/journal.pbio.3001269] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 05/07/2021] [Indexed: 12/30/2022] Open
Abstract
The effects of heterogeneity in group composition remain a major hurdle to our understanding of collective behavior across disciplines. In social insects, division of labor (DOL) is an emergent, colony-level trait thought to depend on colony composition. Theoretically, behavioral response threshold models have most commonly been employed to investigate the impact of heterogeneity on DOL. However, empirical studies that systematically test their predictions are lacking because they require control over colony composition and the ability to monitor individual behavior in groups, both of which are challenging. Here, we employ automated behavioral tracking in 120 colonies of the clonal raider ant with unparalleled control over genetic, morphological, and demographic composition. We find that each of these sources of variation in colony composition generates a distinct pattern of behavioral organization, ranging from the amplification to the dampening of inherent behavioral differences in heterogeneous colonies. Furthermore, larvae modulate interactions between adults, exacerbating the apparent complexity. Models based on threshold variation alone only partially recapitulate these empirical patterns. However, by incorporating the potential for variability in task efficiency among adults and task demand among larvae, we account for all the observed phenomena. Our findings highlight the significance of previously overlooked parameters pertaining to both larvae and workers, allow the formulation of theoretical predictions for increasing colony complexity, and suggest new avenues of empirical study. This study uses automated tracking of clonal raider ants and mathematical modeling to reveal how previously overlooked traits of larvae and workers might shape social organization in heterogeneous ant colonies. By incorporating the potential for variability in task efficiency among adults and task demand among larvae, the authors were able to account for all empirically observed phenomena.
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Affiliation(s)
- Yuko Ulrich
- Laboratory of Social Evolution and Behavior, The Rockefeller University, New York, New York, United States of America
- Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | - Mari Kawakatsu
- Program in Applied and Computational Mathematics, Princeton University, Princeton, New Jersey, United States of America
| | - Christopher K. Tokita
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America
| | - Jonathan Saragosti
- Laboratory of Social Evolution and Behavior, The Rockefeller University, New York, New York, United States of America
| | - Vikram Chandra
- Laboratory of Social Evolution and Behavior, The Rockefeller University, New York, New York, United States of America
| | - Corina E. Tarnita
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America
- * E-mail: (CET); (DJCK)
| | - Daniel J. C. Kronauer
- Laboratory of Social Evolution and Behavior, The Rockefeller University, New York, New York, United States of America
- * E-mail: (CET); (DJCK)
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Pande S, Pérez Escriva P, Yu YTN, Sauer U, Velicer GJ. Cooperation and Cheating among Germinating Spores. Curr Biol 2020; 30:4745-4752.e4. [PMID: 32976811 DOI: 10.1016/j.cub.2020.08.091] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 07/28/2020] [Accepted: 08/26/2020] [Indexed: 11/27/2022]
Abstract
Many microbes produce stress-resistant spores to survive unfavorable conditions [1-4] and enhance dispersal [1, 5]. Cooperative behavior is integral to the process of spore formation in some species [3, 6], but the degree to which germination of spore populations involves social interactions remains little explored. Myxococcus xanthus is a predatory soil bacterium that upon starvation forms spore-filled multicellular fruiting bodies that often harbor substantial diversity of endemic origin [7, 8]. Here we demonstrate that germination of M. xanthus spores formed during fruiting-body development is a social process involving at least two functionally distinct social molecules. Using pairs of natural isolates each derived from a single fruiting body that emerged on soil, we first show that spore germination exhibits positive density dependence due to a secreted "public-good" germination factor. Further, we find that a germination defect of one strain under saline stress in pure culture is complemented by addition of another strain that germinates well in saline environments and mediates cheating by the defective strain. Glycine betaine, an osmo-protectant utilized in all domains of life, is found to mediate saline-specific density dependence and cheating. Density dependence in non-saline conditions is mediated by a distinct factor, revealing socially complex spore germination involving multiple social molecules.
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Affiliation(s)
- Samay Pande
- Institute for Integrative Biology, ETH Zurich, Universitaetstrasse 16, 8092 Zurich, Switzerland; Department of Microbiology and Cell Biology, Indian Institute of Science, C.V. Raman Avenue, 560012 Bangalore, India.
| | - Pau Pérez Escriva
- Institute of Molecular Systems Biology, ETH Zurich, Otto-Stern-Weg 2, 8093 Zurich, Switzerland
| | - Yuen-Tsu Nicco Yu
- Institute for Integrative Biology, ETH Zurich, Universitaetstrasse 16, 8092 Zurich, Switzerland
| | - Uwe Sauer
- Institute of Molecular Systems Biology, ETH Zurich, Otto-Stern-Weg 2, 8093 Zurich, Switzerland
| | - Gregory J Velicer
- Institute for Integrative Biology, ETH Zurich, Universitaetstrasse 16, 8092 Zurich, Switzerland
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10
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Abstract
Cooperation has been essential to the evolution of biological complexity, but many societies struggle to overcome internal conflicts and divisions. Dictyostelium discoideum, or the social amoeba, has been a useful model system for exploring these conflicts and how they can be resolved. When starved, these cells communicate, gather into groups, and build themselves into a multicellular fruiting body. Some cells altruistically die to form the rigid stalk, while the remainder sit atop the stalk, become spores, and disperse. Evolutionary theory predicts that conflict will arise over which cells die to form the stalk and which cells become spores and survive. The power of the social amoeba lies in the ability to explore how cooperation and conflict work across multiple levels, ranging from proximate mechanisms (how does it work?) to ultimate evolutionary answers (why does it work?). Recent studies point to solutions to the problem of ensuring fairness, such as the ability to suppress selfishness and to recognize and avoid unrelated individuals. This work confirms a central role for kin selection, but also suggests new explanations for how social amoebae might enforce cooperation. New approaches based on genomics are also enabling researchers to decipher for the first time the evolutionary history of cooperation and conflict and to determine its role in shaping the biology of multicellular organisms.
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Affiliation(s)
- Elizabeth A Ostrowski
- School of Natural and Computational Sciences, Massey University, Auckland, New Zealand.
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Wielgoss S, Wolfensberger R, Sun L, Fiegna F, Velicer GJ. Social genes are selection hotspots in kin groups of a soil microbe. Science 2019; 363:1342-1345. [PMID: 30898932 DOI: 10.1126/science.aar4416] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 02/20/2019] [Indexed: 12/15/2022]
Abstract
The composition of cooperative systems, including animal societies, organismal bodies, and microbial groups, reflects their past and shapes their future evolution. However, genomic diversity within many multiunit systems remains uncharacterized, limiting our ability to understand and compare their evolutionary character. We have analyzed genomic and social-phenotype variation among 120 natural isolates of the cooperative bacterium Myxococcus xanthus derived from six multicellular fruiting bodies. Each fruiting body was composed of multiple lineages radiating from a unique recent ancestor. Genomic evolution was concentrated in selection hotspots associated with evolutionary change in social phenotypes. Synonymous mutations indicated that kin lineages within the same fruiting body often first diverged from a common ancestor more than 100 generations ago. Thus, selection appears to promote endemic diversification of kin lineages that remain together over long histories of local interaction, thereby potentiating social coevolution.
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Affiliation(s)
- Sébastien Wielgoss
- Institute of Integrative Biology, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland.
| | - Rebekka Wolfensberger
- Institute of Integrative Biology, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland
| | - Lei Sun
- Institute of Integrative Biology, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland
| | - Francesca Fiegna
- Institute of Integrative Biology, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland
| | - Gregory J Velicer
- Institute of Integrative Biology, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland
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