Public goods and cheating in microbes
Open accessAbstract
Communication and cooperation are not restricted to complex, higher organisms. Microbes, too, perform a variety of collective, multicellular behaviors, including biofilm formation, quorum sensing, nutrient acquisition, and dispersal. The products of these microbial cooperative behaviors are generally referred to as public goods. Here we describe the nature of microbial public goods, the associated problem of cheating, and ways in which microbes maintain public goods in the face of cheating. We highlight work in a growing field at the interface of microbiology, evolution, and ecology that combines multiple approaches in experimental evolution, genetics, and mathematical modeling.
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Predator dilution effects require only that individuals remain close to each other.
“For example, predator dilution effects require only that individuals remain close to each other [28], as do some public goods in bacteria [18].”
From The social origins of consciousness (2025) · cites this paper as [18]
Cites
Axelrod, R., & Hamilton, W. D. (1981) · Science · doi:10.1126/science.7466396 · Cited by 20,065 · see citing works
The Black Queen Hypothesis: Evolution of Dependencies through Adaptive Gene Loss
Morris, J., Lenski, R. E., & Zinser, E. R. (2012) · mBio · doi:10.1128/mbio.00036-12 · Cited by 1,212 · see citing works
Social evolution theory for microorganisms
West, S. A., Griffin, A. S., Gardner, A., & Diggle, S. P. (2006) · Nature Reviews Microbiology · doi:10.1038/nrmicro1461 · Cited by 1,183 · see citing works
Cooperation and conflict in quorum-sensing bacterial populations
Diggle, S. P., Griffin, A. S., Campbell, G. S., & West, S. A. (2007) · Nature · doi:10.1038/nature06279 · Cited by 824 · see citing works
Snowdrift game dynamics and facultative cheating in yeast
Gore, J., Youk, H., & van Oudenaarden, A. (2009) · Nature · doi:10.1038/nature07921 · Cited by 653 · see citing works
Targeting virulence: can we make evolution-proof drugs?
Allen, R. C., Popat, R., Diggle, S. P., & Brown, S. P. (2014) · Nature Reviews Microbiology · doi:10.1038/nrmicro3232 · Cited by 539 · see citing works
Social cheating in <i>Pseudomonas aeruginosa</i> quorum sensing
Sandoz, K. M., Mitzimberg, S. M., & Schuster, M. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0705653104 · Cited by 480 · see citing works
Self-citationThe tragedy of the commons in evolutionary biology
Rankin, D. J., Bargum, K., & Kokko, H. (2007) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2007.07.009 · Cited by 473 · see citing works
Solutions to the Public Goods Dilemma in Bacterial Biofilms
Drescher, K., Nadell, C. D., Stone, H. A., Wingreen, N. S., & Bassler, B. L. (2013) · Current Biology · doi:10.1016/j.cub.2013.10.030 · Cited by 335 · see citing works
Cordero, O. X., Ventouras, L.-A., DeLong, E. F., & Polz, M. F. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1213344109 · Cited by 334 · see citing works
Developmental cheating in the social bacterium Myxococcus xanthus
Velicer, G. J., Kroos, L., & Lenski, R. E. (2000) · Nature · doi:10.1038/35007066 · Cited by 333 · see citing works
Pleiotropy as a mechanism to stabilize cooperation
Foster, K. R., Shaulsky, G., Strassmann, J. E., Queller, D. C., & Thompson, C. R. L. (2004) · Nature · doi:10.1038/nature02894 · Cited by 262 · see citing works
A molecular mechanism that stabilizes cooperative secretions in Pseudomonas aeruginosa
Xavier, J. B., Kim, W., & Foster, K. R. (2010) · Molecular Microbiology · doi:10.1111/j.1365-2958.2010.07436.x · Cited by 260 · see citing works
Viscous medium promotes cooperation in the pathogenic bacteriumPseudomonas aeruginosa
Kümmerli, R., Griffin, A. S., West, S. A., Buckling, A. G. J., & Harrison, F. (2009) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2009.0861 · Cited by 199 · see citing works
Division of Labor in Biofilms: the Ecology of Cell Differentiation
van Gestel, J., Vlamakis, H. C., & Kolter, R. (2015) · Microbiology Spectrum · doi:10.1128/microbiolspec.mb-0002-2014 · Cited by 195 · see citing works
McNally, L., Bernardy, E. E., Thomas, J. F., Kalziqi, A., Pentz, J. T., Brown, S. P., Hammer, B. K., Yunker, P. J., & Ratcliff, W. C. (2017) · Nature Communications · doi:10.1038/ncomms14371 · Cited by 143 · see citing works
Optimality and robustness in quorum sensing (QS)-mediated regulation of a costly public good enzyme
Pai, A., Tanouchi, Y., & You, L. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1211072109 · Cited by 137 · see citing works
Nutrient limitation determines the fitness of cheaters in bacterial siderophore cooperation
Sexton, D. J., & Schuster, M. (2017) · Nature Communications · doi:10.1038/s41467-017-00222-2 · Cited by 108 · see citing works
Self-citationAdaptation to a new environment allows cooperators to purge cheaters stochastically
Waite, A. J., & Shou, W. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1210190109 · Cited by 102 · see citing works
Growth dynamics and the evolution of cooperation in microbial populations
Cremer, J., Melbinger, A., & Frey, E. (2012) · Scientific Reports · doi:10.1038/srep00281 · Cited by 100 · see citing works
Majerczyk, C. D., Schneider, E., & Greenberg, E. P. (2016) · eLife · doi:10.7554/elife.14712 · Cited by 99 · see citing works
Quorum sensing protects bacterial co-operation from exploitation by cheats
Allen, R. C., McNally, L., Popat, R., & Brown, S. P. (2016) · The ISME Journal · doi:10.1038/ismej.2015.232 · Cited by 85 · see citing works
Tragedy of the commons in the chemostat
Schuster, M., Foxall, E., Finch, D. V., Smith, H. L., & Leenheer, P. D. (2017) · PLoS ONE · doi:10.1371/journal.pone.0186119 · Cited by 24 · see citing works
Self-citation
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Cross-feeding in the gut microbiome: Ecology and mechanisms
Culp, E. J., & Goodman, A. L. (2023) · Cell Host & Microbe · doi:10.1016/j.chom.2023.03.016 · Cited by 541 · see citing works
Marine biofilms: diversity, interactions and biofouling
Qian, P., Cheng, A., Wang, R., & Zhang, R. (2022) · Nature Reviews Microbiology · doi:10.1038/s41579-022-00744-7 · Cited by 325 · see citing works
Yu, J., Correia‐Melo, C., Zorrilla, F., Herrera-Domínguez, L., Wu, M., Hartl, J., Campbell, K., Blasche, S., Kreidl, M., Egger, A.-S., et al. (2022) · Nature Microbiology · doi:10.1038/s41564-022-01072-5 · Cited by 132 · see citing works
Endophyte-Promoted Phosphorus Solubilization in Populus
Varga, T. R., Hixson, K. K., Ahkami, A. H., Sher, A. W., Barnes, M., Chu, R., Battu, A. K., Nicora, C., Winkler, T. E., Reno, L. R., et al. (2020) · Frontiers in Plant Science · doi:10.3389/fpls.2020.567918 · Cited by 122 · see citing works
Bacterial cooperation through horizontal gene transfer
Lee, I. P. A., Eldakar, O. T., Gogarten, J. P., & Andam, C. P. (2021) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2021.11.006 · Cited by 107 · see citing works
McDonald, M. D., Owusu-Ansah, C., Ellenbogen, J., Malone, Z. D., Ricketts, M. P., Frolking, S., Ernakovich, J. G., Ibba, M., Bagby, S. C., & Weissman, J. (2023) · Trends in Microbiology · doi:10.1016/j.tim.2023.08.006 · Cited by 104 · see citing works
Gut microbiome-mediated metabolism effects on immunity in rural and urban African populations
Stražar, M., Temba, G. S., Vlamakis, H., Kullaya, V. I., Lyamuya, F., Mmbaga, B. T., Joosten, L. A. B., van der Ven, A. J. A. M., Netea, M. G., de Mast, Q., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-25213-2 · Cited by 91 · see citing works
The pectin metabolizing capacity of the human gut microbiota
Yüksel, E., Voragen, A. G. J., & Kort, R. (2024) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2024.2400235 · Cited by 87 · see citing works
Why do microbes make minerals?
Cosmidis, J., & Benzerara, K. (2022) · Comptes Rendus Géoscience · doi:10.5802/crgeos.107 · Cited by 66 · see citing works
Iron acquisition strategies in pseudomonads: mechanisms, ecology, and evolution
Kümmerli, R. (2022) · BioMetals · doi:10.1007/s10534-022-00480-8 · Cited by 65 · see citing works
Manriquez, B., Muller, D. A. E., & Prigent‐Combaret, C. (2021) · Frontiers in Microbiology · doi:10.3389/fmicb.2021.619122 · Cited by 62 · see citing works
Quorum Sensing Regulates Bacterial Processes That Play a Major Role in Marine Biogeochemical Cycles
Urvoy, M., Labry, C., L’Helguen, S., & Lami, R. (2022) · Frontiers in Marine Science · doi:10.3389/fmars.2022.834337 · Cited by 61 · see citing works
Cooperative virulence via the collective action of secreted pathogen effectors
Ruiz-Bedoya, T., Wang, P. W., Desveaux, D., & Guttman, D. S. (2023) · Nature Microbiology · doi:10.1038/s41564-023-01328-8 · Cited by 57 · see citing works
Mehrshad, M., López-Fernández, M., Sundh, J., Bell, E., Simone, D., Buck, M., Bernier‐Latmani, R., Bertilsson, S., & Dopson, M. (2021) · Nature Communications · doi:10.1038/s41467-021-24549-z · Cited by 56 · see citing works
Domains and Major Transitions of Social Evolution
Boomsma, J. J. (2022) · doi:10.1093/oso/9780198746171.001.0001 · Cited by 54 · see citing works
Cell-cell metabolite exchange creates a pro-survival metabolic environment that extends lifespan
Correia‐Melo, C., Kamrad, S., Tengölics, R., Messner, C. B., Trébulle, P., Townsend, S., Varma, S. J., Freiwald, A., Heineike, B. M., Campbell, K., et al. (2023) · Cell · doi:10.1016/j.cell.2022.12.007 · Cited by 55 · see citing works
Dynamics of carbon substrate competition among heterotrophic microorganisms
McNichol, S. M., Sanchez-Quete, F., Loeb, S. K., Teske, A., Walter, S. R. S., & Mahmoudi, N. (2024) · The ISME Journal · doi:10.1093/ismejo/wrae018 · Cited by 52 · see citing works
Daniels, M., van Vliet, S., & Ackermann, M. (2023) · The ISME Journal · doi:10.1038/s41396-022-01312-w · Cited by 52 · see citing works
A mobile genetic element increases bacterial host fitness by manipulating development
Jones, J. M., Grinberg, I., Eldar, A., & Grossman, A. D. (2021) · eLife · doi:10.7554/elife.65924 · Cited by 49 · see citing works
Cooperation in Microbial Populations: Theory and Experimental Model Systems
Cremer, J., Melbinger, A., Wienand, K., Henríquez, T., Jung, H., & Frey, E. (2019) · Journal of Molecular Biology · doi:10.1016/j.jmb.2019.09.023 · Cited by 48 · see citing works
The Longevity of Colonies of Fungus-Growing Termites and the Stability of the Symbiosis
Wisselink, M., Aanen, D. K., & Padje, A. V. ’. (2020) · Insects · doi:10.3390/insects11080527 · Cited by 47 · see citing works
Cooperative antibiotic resistance facilitates horizontal gene transfer
Wang, Q., Wei, S., Silva, A. F., & Madsen, J. S. (2023) · The ISME Journal · doi:10.1038/s41396-023-01393-1 · Cited by 48 · see citing works
Prokaryote pangenomes are dynamic entities
Cummins, E., Hall, R. J., McInerney, J. O., & McNally, A. (2022) · Current Opinion in Microbiology · doi:10.1016/j.mib.2022.01.005 · Cited by 47 · see citing works
Eigentler, L., Davidson, F. A., & Stanley‐Wall, N. R. (2022) · Open Biology · doi:10.1098/rsob.220194 · Cited by 46 · see citing works
Hulin, M. T., Rabiey, M., Zeng, Z., Dieguez, A. V., Bellamy, S., Swift, P., Mansfıeld, J. W., Jackson, R. W., & Harrison, R. J. (2022) · New Phytologist · doi:10.1111/nph.18573 · Cited by 44 · see citing works
A novel decomposer-exploiter interaction framework of plant residue microbial decomposition
Miao, Y., Wang, W., Xu, H., Xia, Y., Gong, Q., Xu, Z., Zhang, N., Xun, W., Shen, Q., & Zhang, R. (2025) · Genome biology · doi:10.1186/s13059-025-03486-w · Cited by 44 · see citing works
Bacterial hitchhikers derive benefits from fungal housing
Venkatesh, N., Greco, C., Drott, M. T., Koss, M. J., Ludwikoski, I., Keller, N. M., & Keller, N. P. (2022) · Current Biology · doi:10.1016/j.cub.2022.02.017 · Cited by 43 · see citing works
The evolution of multicellularity and cancer: views and paradigms
Nedelcu, A. M. (2020) · Biochemical Society Transactions · doi:10.1042/bst20190992 · Cited by 44 · see citing works
Rodríguez-Ramos, J. A., Borton, M., McGivern, B. B., Smith, G. J., Solden, L., Shaffer, M., Daly, R. A., Purvine, S. O., Nicora, C., Eder, E., et al. (2022) · mSystems · doi:10.1128/msystems.00516-22 · Cited by 40 · see citing works
Kin selection for cooperation in natural bacterial populations
Belcher, L. J., Dewar, A. E., Ghoul, M., & West, S. A. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2119070119 · Cited by 36 · see citing works
Kraigher, B., Butolen, M., Štefanič, P., & Mandić-Mulec, I. (2021) · The ISME Journal · doi:10.1038/s41396-021-01124-4 · Cited by 37 · see citing works
Kidinda, L. K., Babin, D., Döetterl, S., Kalbitz, K., Mujinya, B. B., & Vogel, C. (2023) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2023.109221 · Cited by 36 · see citing works
Oyanedel, D., Lagorce, A., Bruto, M., Haffner, P., Morot, A., Labreuche, Y., Dorant, Y., Divonne, S. D. L. F., Delavat, F., Inguimbert, N., et al. (2023) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2305195120 · Cited by 35 · see citing works
Zorzetto, L., Scoppola, E., Raguin, É., Blank, K. G., Fratzl, P., & Bidan, C. M. (2023) · Chemistry of Materials · doi:10.1021/acs.chemmater.2c02969 · Cited by 34 · see citing works
The role of microbial interactions on rhizobial fitness
Agudelo, M. G., Ruiz, B., Capela, D., & Remigi, P. (2023) · Frontiers in Plant Science · doi:10.3389/fpls.2023.1277262 · Cited by 33 · see citing works
The Impact of Microbial Interactions on Ecosystem Function Intensifies Under Stress
Bertolet, B. L., Rodríguez, L. C., Murúa, J. M., Favela, A., & Allison, S. (2024) · Ecology Letters · doi:10.1111/ele.14528 · Cited by 30 · see citing works
Costa, O. Y. A., Pijl, A. S., Houbraken, J. A. M. P., van Lith, W., & Kuramae, E. E. (2023) · Applied Soil Ecology · doi:10.1016/j.apsoil.2023.104906 · Cited by 30 · see citing works
Nasal commensals reduce Staphylococcus aureus proliferation by restricting siderophore availability
Zhao, Y., Bitzer, A., Power, J. J., Belikova, D., Salazar, B. O. T., Adolf, L. A., Gerlach, D., Krismer, B., & Heilbronner, S. (2024) · The ISME Journal · doi:10.1093/ismejo/wrae123 · Cited by 28 · see citing works
Robinson, T., Smith, P. N., Alberts, E. R., Colussi-Pelaez, M., & Schuster, M. (2020) · mBio · doi:10.1128/mbio.03090-19 · Cited by 28 · see citing works
Self-citationGame-environment feedback dynamics in growing population: Effect of finite carrying capacity
Bairagya, J. D., Mondal, S. S., Chowdhury, D., & Chakraborty, S. (2021) · Physical review. E · doi:10.1103/physreve.104.044407 · Cited by 28 · see citing works
Non-genetic variability in microbial populations: survival strategy or nuisance?
Levien, E., Min, J., Kondev, J., & Amir, A. (2021) · Reports on Progress in Physics · doi:10.1088/1361-6633/ac2c92 · Cited by 28 · see citing works
The endosymbiont and the second bacterial circle of entomopathogenic nematodes
Ogier, J.-C., Akhurst, R. J., Boemare, N. E., & Gaudriault, S. (2023) · Trends in Microbiology · doi:10.1016/j.tim.2023.01.004 · Cited by 28 · see citing works
Afonso, A. C., Gomes, I. B., Saavedra, M. J., Simões, L. C., & Simões, M. V. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.162646 · Cited by 28 · see citing works
Scarinci, G., & Sourjik, V. (2022) · The ISME Journal · doi:10.1038/s41396-022-01352-2 · Cited by 24 · see citing works
Abdi, M. K., Hardy, I. C. W., Jucker, C., & Lupi, D. (2020) · Biological Journal of the Linnean Society · doi:10.1093/biolinnean/blaa047 · Cited by 26 · see citing works
Spatial-temporal dynamics of a microbial cooperative behavior resistant to cheating
Monaco, H., Liu, K. S., Sereno, T., Déforet, M., Taylor, B. P., Chen, Y., Reagor, C. C., & Xavier, J. B. (2022) · Nature Communications · doi:10.1038/s41467-022-28321-9 · Cited by 27 · see citing works
Li, S., Xu, L., Wu, T., Shi, Z., Kareem, H. A., Wang, Z., Dai, Q., Guo, C., Pan, J., Yang, M., et al. (2024) · The ISME Journal · doi:10.1093/ismejo/wrad028 · Cited by 24 · see citing works
Metagenomic symphony of the intestinal ecosystem: How the composition affects the mind
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Rhamnolipids stabilize quorum sensing mediated cooperation in Pseudomonas aeruginosa
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Ćurčić, J., Dinić, M., Novović, K., Vasiljevic, Z. V., Kojić, M., Jovčić, B., & Malešević, M. (2024) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2024.130421 · Cited by 23 · see citing works
Tostado-Islas, O., Mendoza-Ortiz, A., Ramírez-García, G., Cabrera-Takane, I. D., Loarca, D., Pérez-González, C., Jasso‐Chávez, R., Jiménez-Cortés, J. G., Hoshiko, Y., Maeda, T., et al. (2021) · The ISME Journal · doi:10.1038/s41396-021-00938-6 · Cited by 22 · see citing works
Ecology drives the evolution of diverse social strategies in Pseudomonas aeruginosa
Figueiredo, A. R. T., Wagner, A., & Kümmerli, R. (2021) · Molecular Ecology · doi:10.1111/mec.16119 · Cited by 19 · see citing works
Gupta, S., Ray, S., Khan, A., China, A., Das, D., & Mallick, A. I. (2021) · iScience · doi:10.1016/j.isci.2021.103507 · Cited by 23 · see citing works
Controlling evolutionary dynamics to optimize microbial bioremediation
Shibasaki, S., & Mitri, S. (2020) · Evolutionary Applications · doi:10.1111/eva.13050 · Cited by 19 · see citing works
Microbial Mutualism: Will You Still Need Me, Will You Still Feed Me?
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Sobat, M., Asad, S., Kabiri, M., & Mehrshad, M. (2021) · iScience · doi:10.1016/j.isci.2020.101973 · Cited by 21 · see citing works
Tinta, T., Zhao, Z., Bayer, B., & Herndl, G. J. (2023) · Microbiome · doi:10.1186/s40168-023-01598-8 · Cited by 21 · see citing works
Shedding light on bacteria–host interactions with the aid of TnSeq approaches
Torres, M., Paszti, S., & Eberl, L. (2024) · mBio · doi:10.1128/mbio.00390-24 · Cited by 20 · see citing works
Siderophore-mediated iron partition promotes dynamical coexistence between cooperators and cheaters
Shao, J., Rong, N., Wu, Z., Gu, S., Liu, B., Shen, N., & Li, Z. (2023) · iScience · doi:10.1016/j.isci.2023.107396 · Cited by 23 · see citing works
Liu, L., Tian, C. F., Wang, M., Ying, L., Huang, Y., Jiang, T., Zhao, H., Yu, Q., Wang, E. T., Yang, J., et al. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2500664122 · Cited by 19 · see citing works
Powerful ordered collective heat engines
Filho, F. S., Forão, G. A. L., Busiello, D. M., Cleuren, B., & Fiore, C. E. (2023) · Physical Review Research · doi:10.1103/physrevresearch.5.043067 · Cited by 19 · see citing works
Roles and Regulation of Quorum Sensing of Acidophiles in Bioleaching: A Review
Luo, W., Li, Y., Chen, S., Liang, Y., & Liu, X. (2024) · Microorganisms · doi:10.3390/microorganisms12030422 · Cited by 19 · see citing works
Metal-induced bacterial interactions promote diversity in river-sediment microbiomes
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Maillard, F., Klinghammer, F., Jassey, V., Zhang, B., Kennedy, P. G., Lara, E., Geisen, S., Tranvik, L., Hammer, E. C., & Tunlid, A. (2025) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2025.109786 · Cited by 18 · see citing works
Rangama, S., Lidbury, I. D. E. A., Holden, J. M., Borsetto, C., Murphy, A. R. J., Hawkey, P. M., & Wellington, E. M. H. (2021) · Antimicrobial Agents and Chemotherapy · doi:10.1128/aac.00663-21 · Cited by 18 · see citing works
Bacillus subtilis extracellular protease production incurs a context‐dependent cost
Rosazza, T., Eigentler, L., Earl, C., Davidson, F. A., & Stanley‐Wall, N. R. (2023) · Molecular Microbiology · doi:10.1111/mmi.15110 · Cited by 18 · see citing works
Type 1 fimbriae-mediated collective protection against type 6 secretion system attacks
Dessartine, M. M., Kosta, A., Doan, T., Cascales, É., & Côté, J.-P. (2024) · mBio · doi:10.1128/mbio.02553-23 · Cited by 18 · see citing works
A Salvaging Strategy Enables Stable Metabolite Provisioning among Free-Living Bacteria
Gude, S., Pherribo, G. J., & Taga, M. E. (2022) · mSystems · doi:10.1128/msystems.00288-22 · Cited by 16 · see citing works
Lerch, B. A., Smith, D. A., Koffel, T., Bagby, S. C., & Abbott, K. C. (2022) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1010666 · Cited by 21 · see citing works
Urvoy, M., Lami, R., Dréanno, C., Delmas, D., L’Helguen, S., & Labry, C. (2021) · Frontiers in Microbiology · doi:10.3389/fmicb.2021.780759 · Cited by 16 · see citing works
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Meacock, O. J., & Durham, W. M. (2023) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1011524 · Cited by 16 · see citing works
Optogenetic Tools for Control of Public Goods in Saccharomyces cerevisiae
Morales, N. M., Patel, M. T., Stewart, C. J., Sweeney, K., & McClean, M. N. (2021) · mSphere · doi:10.1128/msphere.00581-21 · Cited by 17 · see citing works
Li, J., Nie, M., Ma, H., Tao, X., Sun, Y., Tu, X., Zhang, P., Zhang, L., Jia, R. L., He, Y., et al. (2025) · Advanced Science · doi:10.1002/advs.202412224 · Cited by 16 · see citing works
Towards synthetic ecology: strategies for the optimization of microbial community functions
Román, M. S., Arrabal, A., Benitez‐Dominguez, B., Quirós-Rodríguez, I., & Díaz‐Colunga, J. (2025) · Frontiers in Synthetic Biology · doi:10.3389/fsybi.2025.1532846 · Cited by 15 · see citing works
Evolution of Cooperation in Spatio-Temporal Evolutionary Games with Public Goods Feedback
Cheng, H., Sysoeva, L., Wang, H., Yuan, H., Tonghua Zhang, A., & Meng, X. (2024) · Bulletin of Mathematical Biology · doi:10.1007/s11538-024-01296-y · Cited by 15 · see citing works
Lissens, M., Joos, M., Lories, B., & Steenackers, H. P. L. (2022) · FEMS Microbiology Reviews · doi:10.1093/femsre/fuac019 · Cited by 13 · see citing works
Delivering impactful solutions for the bioeconomy
Hankamer, B. D., Pregelj, L., O’Kane, S., Hussey, K. E., & Hine, D. C. (2023) · Trends in Plant Science · doi:10.1016/j.tplants.2023.02.007 · Cited by 14 · see citing works
Hypochaos prevents tragedy of the commons in discrete-time eco-evolutionary game dynamics
Mondal, S. S., Ray, A., & Chakraborty, S. (2024) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/5.0190800 · Cited by 13 · see citing works
Hirose, S., & Satake, A. (2024) · Ecology and Evolution · doi:10.1002/ece3.11548 · Cited by 13 · see citing works
Galamini, G., Ferretti, G., Rosinger, C., Huber, S., Mentler, A., Díaz‐Pinés, E., Faccini, B., & Keiblinger, K. M. (2024) · Geoderma · doi:10.1016/j.geoderma.2024.117149 · Cited by 13 · see citing works
Gu, S., Shao, J., He, R., Xiong, G., Qu, Z., Shao, Y., Yu, L., Zhang, D., Wang, F., Xu, R., et al. (2025) · Quantitative Biology · doi:10.1002/qub2.84 · Cited by 18 · see citing works
García‐Contreras, R., & Loarca, D. (2020) · FEMS Microbiology Ecology · doi:10.1093/femsec/fiaa239 · Cited by 13 · see citing works
Zhao, S., Wang, F., Song, L., Zhu, S., Liu, S., Zhao, K., Liu, R., & Li, Y. (2025) · ISME Communications · doi:10.1093/ismeco/ycaf165 · Cited by 12 · see citing works
Bouchat, R., Velard, F., Audonnet, S., Rioult, D., Delvigne, F., Rémond, C., & Rakotoarivonina, H. (2022) · Microbial Cell Factories · doi:10.1186/s12934-022-01762-z · Cited by 12 · see citing works
Optogenetic spatial patterning of cooperation in yeast populations
Bec, M. L., Pouzet, S., Cordier, C., Barral, S., Scolari, V. F., Sorre, B., Banderas, A., & Hersen, P. (2024) · Nature Communications · doi:10.1038/s41467-023-44379-5 · Cited by 12 · see citing works
Filamentous prophage Pf4 promotes genetic exchange in Pseudomonas aeruginosa
Pei, T., Luo, H., Wang, Y., Li, H., Wang, X., Zhang, Y., An, Y., Wu, L., Ma, J., Liang, X., et al. (2024) · The ISME Journal · doi:10.1093/ismejo/wrad025 · Cited by 12 · see citing works
Tragedy of the commons in Melipona bees revisited
Oliveira, R. C., Pietro, V. D., Quezada‐Euán, J. J. G., Pech, J. R., Moo‐Valle, H., & Wenseleers, T. (2022) · Biology Letters · doi:10.1098/rsbl.2021.0498 · Cited by 12 · see citing works
Involvement of Flagellin in Kin Recognition between Bacillus velezensis Strains
Liu, Y., Huang, R., Chen, Y., Miao, Y., Štefanič, P., Mandić-Mulec, I., Zhang, R., Shen, Q., & Xu, Z. (2022) · mSystems · doi:10.1128/msystems.00778-22 · Cited by 11 · see citing works
Thermodynamics of interacting systems: The role of the topology and collective effects
Mamede, I. N., Proesmans, K., & Fiore, C. E. (2023) · Physical Review Research · doi:10.1103/physrevresearch.5.043278 · Cited by 11 · see citing works
Ecological dependencies and the illusion of cooperation in microbial communities
Hesse, E., & O’Brien, S. (2024) · Microbiology · doi:10.1099/mic.0.001442 · Cited by 11 · see citing works
Lee, S. Y., Roh, E., Kim, S. G., & Kong, H. G. (2024) · New Phytologist · doi:10.1111/nph.19971 · Cited by 11 · see citing works
Interspecies and intraspecies ‘Talk’ shape the bacterial biofilms
Yiyang, L., Liu, Z., Zhang, Q., Zhang, L., Liao, X., Yang, T., Liu, D., Lu, X., Ahn, J., Ding, T., et al. (2025) · Food Quality and Safety · doi:10.1093/fqsafe/fyaf008 · Cited by 12 · see citing works
Determinants of synergistic cell-cell interactions in bacteria
Pauli, B., Ajmera, S., & Kost, C. (2023) · Biological Chemistry · doi:10.1515/hsz-2022-0303 · Cited by 11 · see citing works
Cheng, H., & Meng, X. (2023) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2023.128766 · Cited by 11 · see citing works
Huang, R., Shao, J., Xu, Z., Chen, Y., Liu, Y., Wang, D., Feng, H., Xun, W., Shen, Q., Zhang, N., et al. (2023) · eLife · doi:10.7554/elife.84743 · Cited by 11 · see citing works
Reward versus punishment: averting the tragedy of the commons in eco-evolutionary dynamics
Mondal, S. S., Pathak, M. S., & Chakraborty, S. (2022) · Journal of Physics Complexity · doi:10.1088/2632-072x/ac6c6e · Cited by 11 · see citing works
Zachar, I., & Boza, G. (2022) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2022.798045 · Cited by 12 · see citing works
Cheng, Y., Han, J., Song, M., Zhang, S., & Cao, Q. (2023) · Nature Communications · doi:10.1038/s41467-023-43359-z · Cited by 11 · see citing works
Mills, S., Ijaz, U. Z., & Lens, P. N. L. (2025) · npj Biofilms and Microbiomes · doi:10.1038/s41522-025-00679-w · Cited by 10 · see citing works
An updated view of metabolic handoffs in microbiomes
Klier, K. M., & Anantharaman, K. (2025) · Trends in Microbiology · doi:10.1016/j.tim.2025.07.009 · Cited by 10 · see citing works
- Authors
- Smith, P., & Schuster, M.
- Affiliations
- Oregon State University (US)
- ORCID
- Smith, Parker
- Venue
- Current Biology
- Publisher
- Elsevier BV
- Published
- 2019-06
- Volume
- 29
- Issue
- 11
- Pages
- R442-R447
- ISSN
- 0960-9822 (ISSN-L)
- OpenAlex
- W2948332211
- Cited by
- 240
- References
- 23
- Citations by year
- 2026: 29 · 2025: 50 · 2024: 37 · 2023: 42 · 2022: 47 · 2021: 18 · 2020: 15 · 2019: 2
- FWCI
- 41.18
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Current Biology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Evolutionary Game Theory and Cooperation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Bacterial biofilms and quorum sensing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Keywords
- cheating, microbial cooperation, quorum sensing, biofilm formation, nutrient acquisition, dispersal, experimental evolution, mathematical modeling, microbial evolution, microbial ecology
- MeSH terms
- Biological Evolution, Models, Biological, Microbial Interactions
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