Stress-Driven Accelerated Evolution and Ecological Network Reconfiguration in Extremophilic Microbial Communities
Simple Summary
Abstract
1. Introduction
2. The Dynamic and Compound Nature of Environmental Stressors
3. Stress-Driven Acceleration of Genomic Innovation
3.1. Stress-Induced Elevation of Mutation Rates
3.2. Stress-Mediated Enhancement of Horizontal Gene Transfer
3.3. Spatial Propagation of Stress-Induced Genetic Resources
4. Stress-Driven Reorganization of Ecological Networks
4.1. Genetic Novelty Rewires Interaction Edges
4.2. The Rise and Fall of Modules and Hubs
4.3. The Network as an Evolutionary Filter
4.4. Resilience Through Adaptive Restructuring
5. Convergent Evidence from Natural Systems and Experimental Evolution
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Gomez, F. Extreme Environment. In Encyclopedia of Astrobiology; Springer: Berlin/Heidelberg, Germany, 2014; pp. 1–3. [Google Scholar]
- Corliss, J.B.; Dymond, J.; Gordon, L.I.; Edmond, J.M.; von Herzen, R.P.; Ballard, R.D.; Green, K.; Williams, D.; Bainbridge, A.; Crane, K.J.S. Submarine thermal springs on the Galapagos Rift. Science 1979, 203, 1073–1083. [Google Scholar] [CrossRef]
- Eugster, H.P.; Hardie, L.A. Saline lakes. In Lakes: Chemistry, Geology, Physics; Springer: Berlin/Heidelberg, Germany, 1978; pp. 237–293. [Google Scholar]
- Jamieson, A. The Hadal Zone: Life in the Deepest Oceans; Cambridge University Press: Cambridge, UK, 2015. [Google Scholar]
- Marzban, G.; Tesei, D. The Extremophiles: Adaptation Mechanisms and Biotechnological Applications. Biology 2025, 14, 412. [Google Scholar] [CrossRef]
- Prokofeva Maria, I.; Karaseva Alina, I.; Tulenkov Adolf, S.; Klyukina Alexandra, A.; Suzina Natalia, E.; Bale Nicole, J.; Mets, A.; Schleper, C.; Elcheninov Alexander, G.; Kochetkova Tatiana, V. Polysaccharide-degrading archaea dominate acidic hot springs: Genomic and cultivation insights into a novel Thermoproteota lineage. mSystems 2025, 10, e00710-25. [Google Scholar] [CrossRef] [PubMed]
- Karnachuk, O.V.; Lukina, A.P.; Avakyan, M.R.; Kadnikov, V.V.; Begmatov, S.; Beletsky, A.V.; Vlasova, K.G.; Novikov, A.A.; Shcherbakova, V.A.; Mardanov, A.V.; et al. Novel thermophilic genera Geochorda gen. nov. and Carboxydochorda gen. nov. from the deep terrestrial subsurface reveal the ecophysiological diversity in the class Limnochordia. Front. Microbiol. 2024, 15, 1441865. [Google Scholar] [CrossRef]
- Bitonti, A.; Puglisi, R.; Meli, M.; Martin, S.R.; Colombo, G.; Temussi, P.A.; Pastore, A. Recipes for Inducing Cold Denaturation in an Otherwise Stable Protein. J. Am. Chem. Soc. 2022, 144, 7198–7207. [Google Scholar] [CrossRef]
- Zhu, M.; Song, Y.; Yuan, Q.; Yang, Y. Accurately predicting optimal conditions for microorganism proteins through geometric graph learning and language model. Commun. Biol. 2024, 7, 1709. [Google Scholar] [CrossRef]
- Leuenberger, P.; Ganscha, S.; Kahraman, A.; Cappelletti, V.; Boersema, P.J.; von Mering, C.; Claassen, M.; Picotti, P. Cell-wide analysis of protein thermal unfolding reveals determinants of thermostability. Science 2017, 355, eaai7825. [Google Scholar] [CrossRef] [PubMed]
- Amano, C.; Zhao, Z.; Sintes, E.; Reinthaler, T.; Stefanschitz, J.; Kisadur, M.; Utsumi, M.; Herndl, G.J. Limited carbon cycling due to high-pressure effects on the deep-sea microbiome. Nat. Geosci. 2022, 15, 1041–1047. [Google Scholar] [CrossRef]
- Deghelt, M.; Cho, S.H.; Sun, J.; Govers, S.K.; Janssens, A.; Dachsbeck, A.V.; Remaut, H.K.; Huang, K.C.; Collet, J.F. Peptidoglycan–outer membrane attachment generates periplasmic pressure to prevent lysis in Gram-negative bacteria. Nat. Microbiol. 2025, 10, 1963–1974. [Google Scholar] [CrossRef]
- Pillai, E.K.; Brunet, T. Archaea go multicellular under pressure. Science 2025, 388, 28–29. [Google Scholar] [CrossRef] [PubMed]
- Viver, T.; Conrad, R.E.; Orellana, L.H.; Urdiain, M.; Gonzalez-Pastor, J.E.; Hatt, J.K.; Amann, R.; Anton, J.; Konstantinidis, K.T.; Rossello-Mora, R. Distinct ecotypes within a natural haloarchaeal population enable adaptation to changing environmental conditions without causing population sweeps. ISME J. 2021, 15, 1178–1191. [Google Scholar] [CrossRef]
- Venev, S.V.; Zeldovich, K.B. Thermophilic Adaptation in Prokaryotes Is Constrained by Metabolic Costs of Proteostasis. Mol. Biol. Evol. 2018, 35, 211–224. [Google Scholar] [CrossRef] [PubMed]
- Mueller, F.M.; Müller, A.L.; Gu, W.; Abdollah-Nia, F.; Sun, J.; Ahn, J.K.; Huang, K.C.; Williamson, J.R.; Spormann, A.M. Non-canonical resource allocation in heterotrophically growing Thermoanaerobacter kivui. Nat. Commun. 2025, 16, 8489. [Google Scholar] [CrossRef]
- Baker-Austin, C.; Dopson, M. Life in acid: pH homeostasis in acidophiles. Trends Microbiol. 2007, 15, 165–171. [Google Scholar] [CrossRef]
- Good, B.H.; Bhatt, A.S.; McDonald, M.J. Unraveling the tempo and mode of horizontal gene transfer in bacteria. Trends Microbiol. 2025, 33, 853–865. [Google Scholar] [CrossRef]
- Mojica, E.A.; Kültz, D. Physiological mechanisms of stress-induced evolution. J. Exp. Biol. 2022, 225, jeb243264. [Google Scholar] [CrossRef]
- Somayaji, A.; Dhanjal, C.R.; Lingamsetty, R.; Vinayagam, R.; Selvaraj, R.; Varadavenkatesan, T.; Govarthanan, M. An insight into the mechanisms of homeostasis in extremophiles. Microbiol. Res. 2022, 263, 127115. [Google Scholar] [CrossRef]
- Slonczewski, J.L.; Coker, J.A.; DasSarma, S. Microbial growth with multiple stressors. Microbe 2010, 5, 110–116. [Google Scholar] [CrossRef][Green Version]
- Niu, X.; Wang, H.; Wang, T.; Zhang, P.; Zhang, H.; Wang, H.; Kong, X.; Xie, S.; Xu, J. The combination of multiple environmental stressors strongly alters microbial community assembly in aquatic ecosystems. J. Environ. Manag. 2024, 350, 119594. [Google Scholar] [CrossRef]
- Abdelwahed, E.K.; Hussein, N.A.; Moustafa, A.; Moneib, N.A.; Aziz, R.K. Gene Networks and Pathways Involved in Escherichia coli Response to Multiple Stressors. Microorganisms 2022, 10, 1793. [Google Scholar] [CrossRef] [PubMed]
- Schimel, J.; Balser, T.C.; Wallenstein, M. Microbial stress-response physiology and its implications for ecosystem function. Ecology 2007, 88, 1386–1394. [Google Scholar] [CrossRef] [PubMed]
- Philippot, L.; Griffiths, B.S.; Langenheder, S. Microbial Community Resilience across Ecosystems and Multiple Disturbances. Microbiol. Mol. Biol. Rev. 2021, 85, 10–1128. [Google Scholar] [CrossRef]
- Mitchell, A.; Romano, G.H.; Groisman, B.; Yona, A.; Dekel, E.; Kupiec, M.; Dahan, O.; Pilpel, Y. Adaptive prediction of environmental changes by microorganisms. Nature 2009, 460, 220–224. [Google Scholar] [CrossRef] [PubMed]
- McCarver, A.C.; Lessner, F.H.; Soroeta, J.M.; Lessner, D.J. Methanosarcina acetivorans utilizes a single NADPH-dependent thioredoxin system and contains additional thioredoxin homologues with distinct functions. Microbiology 2017, 163, 62–74. [Google Scholar] [CrossRef] [PubMed]
- Behringer, M.G.; Ho, W.-C.; Miller, S.F.; Worthan, S.B.; Cen, Z.; Stikeleather, R.; Lynch, M. Trade-offs, trade-ups, and high mutational parallelism underlie microbial adaptation during extreme cycles of feast and famine. Curr. Biol. 2024, 34, 1403–1413.e1405. [Google Scholar] [CrossRef]
- Chong, P.L.-G. Archaea membranes in response to extreme acidic environments. Front. Biophys. 2024, 1, 1338019. [Google Scholar] [CrossRef]
- Rastadter, K.; Wurm, D.J.; Spadiut, O.; Quehenberger, J. The Cell Membrane of Sulfolobus spp.-Homeoviscous Adaption and Biotechnological Applications. Int. J. Mol. Sci. 2020, 21, 3935. [Google Scholar] [CrossRef]
- Kates, M. Biology of halophilic bacteria, Part II. Membrane lipids of extreme halophiles: Biosynthesis, function and evolutionary significance. Experientia 1993, 49, 1027–1036. [Google Scholar] [CrossRef]
- Shockley, K.R.; Ward, D.E.; Chhabra, S.R.; Conners, S.B.; Montero, C.I.; Kelly, R.M. Heat shock response by the hyperthermophilic archaeon Pyrococcus furiosus. Appl. Environ. Microbiol. 2003, 69, 2365–2371. [Google Scholar] [CrossRef]
- Schulz, A.; Schumann, W. hrcA, the first gene of the Bacillus subtilis dnaK operon encodes a negative regulator of class I heat shock genes. J. Bacteriol. 1996, 178, 1088–1093. [Google Scholar] [CrossRef]
- Yancey, P.H. Organic osmolytes as compatible, metabolic and counteracting cytoprotectants in high osmolarity and other stresses. J. Exp. Biol. 2005, 208, 2819–2830. [Google Scholar] [CrossRef]
- Spiridonov, A.; Lovejoy, S. Life rather than climate influences diversity at scales greater than 40 million years. Nature 2022, 607, 307–312. [Google Scholar] [CrossRef]
- Nguyen, J.; Lara-Gutierrez, J.; Stocker, R. Environmental fluctuations and their effects on microbial communities, populations and individuals. FEMS Microbiol. Rev. 2021, 45, fuaa068. [Google Scholar] [CrossRef]
- Franch-Gras, L.; Garcia-Roger, E.M.; Franch, B.; Carmona, M.J.; Serra, M. Quantifying unpredictability: A multiple-model approach based on satellite imagery data from Mediterranean ponds. PLoS ONE 2017, 12, e0187958. [Google Scholar] [CrossRef]
- Bieg, C.; Gellner, G.; McCann, K.S. Stability of consumer-resource interactions in periodic environments. Proc. Biol. Sci. 2023, 290, 20231636. [Google Scholar] [CrossRef]
- Woodward, G.; Bonada, N.; Brown, L.E.; Death, R.G.; Durance, I.; Gray, C.; Hladyz, S.; Ledger, M.E.; Milner, A.M.; Ormerod, S.J.; et al. The effects of climatic fluctuations and extreme events on running water ecosystems. Philos. Trans. R. Soc. B Biol. Sci. 2016, 371, 20150274. [Google Scholar] [CrossRef]
- Nielsen, U.N.; Wall, D.H.; Adams, B.J.; Virginia, R.A.; Ball, B.A.; Gooseff, M.N.; McKnight, D.M. The ecology of pulse events: Insights from an extreme climatic event in a polar desert ecosystem. Ecosphere 2012, 3, 1–15. [Google Scholar] [CrossRef]
- Sabo, J.L.; Post, D.M. Quantifying Periodic, Stochastic, and Catastrophic Environmental Variation. Ecol. Monogr. 2008, 78, 19–40. [Google Scholar] [CrossRef]
- Fu, F.X.; Tschitschko, B.; Hutchins, D.A.; Larsson, M.E.; Baker, K.G.; McInnes, A.; Kahlke, T.; Verma, A.; Murray, S.A.; Doblin, M.A. Temperature variability interacts with mean temperature to influence the predictability of microbial phenotypes. Glob. Change Biol. 2022, 28, 5741–5754. [Google Scholar] [CrossRef] [PubMed]
- Bernhardt, J.R.; O’Connor, M.I.; Sunday, J.M.; Gonzalez, A. Life in fluctuating environments. Philos. Trans. R. Soc. B Biol. Sci. 2020, 375, 20190454. [Google Scholar] [CrossRef] [PubMed]
- Rain-Franco, A.; Peter, H.; Pavan de Moraes, G.; Beier, S. The cost of adaptability: Resource availability constrains functional stability under pulsed disturbances. mSphere 2024, 9, e00727-23. [Google Scholar] [CrossRef]
- Pointing, S.B.; Belnap, J. Microbial colonization and controls in dryland systems. Nat. Rev. Microbiol. 2012, 10, 551–562. [Google Scholar] [CrossRef]
- Wankmuller, F.J.P.; Delval, L.; Lehmann, P.; Baur, M.J.; Cecere, A.; Wolf, S.; Or, D.; Javaux, M.; Carminati, A. Global influence of soil texture on ecosystem water limitation. Nature 2024, 635, 631–638. [Google Scholar] [CrossRef]
- Berdugo, M.; Delgado-Baquerizo, M.; Soliveres, S.; Hernández-Clemente, R.; Zhao, Y.; Gaitán, J.J.; Gross, N.; Saiz, H.; Maire, V.; Lehman, A.; et al. Global ecosystem thresholds driven by aridity. Science 2020, 367, 787–790. [Google Scholar] [CrossRef]
- Hui, R.; Zhao, R.; Liu, L.; Zhu, R.; Li, G.; Wei, Y. Effects of UV-B, water deficit and their combination on Bryum argenteum plants. Russ. J. Plant Physiol. 2016, 63, 216–223. [Google Scholar] [CrossRef]
- Hu, C.; Gao, K.; Whitton, B.A. Semi-arid Regions and Deserts. In Ecology of Cyanobacteria II: Their Diversity in Space and Time; Whitton, B.A., Ed.; Springer: Dordrecht, The Netherlands, 2012; pp. 345–369. [Google Scholar]
- Xie, Z.; Wang, Y.; Liu, Y.; Liu, Y. Ultraviolet-B exposure induces photo-oxidative damage and subsequent repair strategies in a desert cyanobacterium Microcoleus vaginatus Gom. Eur. J. Soil Biol. 2009, 45, 377–382. [Google Scholar] [CrossRef]
- Shen, C.; Zhang, C.; Xin, P.; Kong, J.; Li, L. Salt Dynamics in Coastal Marshes: Formation of Hypersaline Zones. Water Resour. Res. 2018, 54, 3259–3276. [Google Scholar] [CrossRef]
- Gunde-Cimerman, N.; Plemenitas, A.; Oren, A. Strategies of adaptation of microorganisms of the three domains of life to high salt concentrations. FEMS Microbiol. Rev. 2018, 42, 353–375. [Google Scholar] [CrossRef]
- Sugden, S.; Davis, C.L.; Quinn, M.W.; Whyte, L.G. Current and projected effects of climate change in cryosphere microbial ecosystems. Nat. Rev. Microbiol. 2025, 24, 239–254. [Google Scholar] [CrossRef]
- Chmura, H.E.; Duncan, C.; Burrell, G.; Barnes, B.M.; Buck, C.L.; Williams, C.T. Climate change is altering the physiology and phenology of an arctic hibernator. Science 2023, 380, 846–849. [Google Scholar] [CrossRef]
- Poppeliers, S.W.M.; Hefting, M.; Dorrepaal, E.; Weedon, J.T. Functional microbial ecology in arctic soils: The need for a year-round perspective. FEMS Microbiol. Ecol. 2022, 98, fiac134. [Google Scholar] [CrossRef]
- Lazzaro, A.; Hilfiker, D.; Zeyer, J. Structures of Microbial Communities in Alpine Soils: Seasonal and Elevational Effects. Front. Microbiol. 2015, 6, 1330. [Google Scholar] [CrossRef] [PubMed]
- Löffler, U.C.M.; Cypionka, H.; Löffler, J. Soil microbial activity along an arctic-alpine altitudinal gradient from a seasonal perspective. Eur. J. Soil Sci. 2008, 59, 842–854. [Google Scholar] [CrossRef]
- Knop, J.M.; Mukherjee, S.; Jaworek, M.W.; Kriegler, S.; Manisegaran, M.; Fetahaj, Z.; Ostermeier, L.; Oliva, R.; Gault, S.; Cockell, C.S.; et al. Life in Multi-Extreme Environments: Brines, Osmotic and Hydrostatic Pressure horizontal line A Physicochemical View. Chem. Rev. 2023, 123, 73–104. [Google Scholar] [CrossRef] [PubMed]
- Peters, J.; Oliva, R.; Calio, A.; Oger, P.; Winter, R. Effects of Crowding and Cosolutes on Biomolecular Function at Extreme Environmental Conditions. Chem. Rev. 2023, 123, 13441–13488. [Google Scholar] [CrossRef]
- Beauchesne, D.; Cazelles, K.; Archambault, P.; Dee, L.E.; Gravel, D. On the sensitivity of food webs to multiple stressors. Ecol. Lett. 2021, 24, 2219–2237. [Google Scholar] [CrossRef]
- Xie, J.; Wang, T.; Zhang, P.; Zhang, H.; Wang, H.; Wang, K.; Zhang, M.; Xu, J. Effects of multiple stressors on freshwater food webs: Evidence from a mesocosm experiment. Environ. Pollut. 2024, 348, 123819. [Google Scholar] [CrossRef]
- Grunst, M.L.; Grunst, A.S.; Grémillet, D.; Fort, J. Combined threats of climate change and contaminant exposure through the lens of bioenergetics. Glob. Change Biol. 2023, 29, 5139–5168. [Google Scholar] [CrossRef]
- Pirotta, E.; Thomas, L.; Costa, D.P.; Hall, A.J.; Harris, C.M.; Harwood, J.; Kraus, S.D.; Miller, P.J.O.; Moore, M.J.; Photopoulou, T.; et al. Understanding the combined effects of multiple stressors: A new perspective on a longstanding challenge. Sci. Total Environ. 2022, 821, 153322. [Google Scholar] [CrossRef]
- Carmichael, H.; Warfield, R.; Yvon-Durocher, G. Reconciling Variability in Multiple Stressor Effects Using Environmental Performance Curves. Ecol. Lett. 2025, 28, e70065. [Google Scholar] [CrossRef]
- Orr, J.A.; Luijckx, P.; Arnoldi, J.F.; Jackson, A.L.; Piggott, J.J. Rapid evolution generates synergism between multiple stressors: Linking theory and an evolution experiment. Glob. Change Biol. 2022, 28, 1740–1752. [Google Scholar] [CrossRef]
- Kefford, B.J.; Nichols, S.J.; Duncan, R.P. The cumulative impacts of anthropogenic stressors vary markedly along environmental gradients. Glob. Change Biol. 2023, 29, 590–602. [Google Scholar] [CrossRef]
- Ma, Y.; Dias, M.C.; Freitas, H. Drought and Salinity Stress Responses and Microbe-Induced Tolerance in Plants. Front. Plant Sci. 2020, 11, 591911. [Google Scholar] [CrossRef]
- Gupta, A.; Mishra, R.; Rai, S.; Bano, A.; Pathak, N.; Fujita, M.; Kumar, M.; Hasanuzzaman, M. Mechanistic Insights of Plant Growth Promoting Bacteria Mediated Drought and Salt Stress Tolerance in Plants for Sustainable Agriculture. Int. J. Mol. Sci. 2022, 23, 3741. [Google Scholar] [CrossRef]
- Gamalero, E.; Glick, B.R. Recent Advances in Bacterial Amelioration of Plant Drought and Salt Stress. Biology 2022, 11, 437. [Google Scholar] [CrossRef]
- Otlewska, A.; Migliore, M.; Dybka-Stepien, K.; Manfredini, A.; Struszczyk-Swita, K.; Napoli, R.; Bialkowska, A.; Canfora, L.; Pinzari, F. When Salt Meddles Between Plant, Soil, and Microorganisms. Front. Plant Sci. 2020, 11, 553087. [Google Scholar] [CrossRef] [PubMed]
- Marulanda, A.; Barea, J.-M.; Azcón, R. Stimulation of Plant Growth and Drought Tolerance by Native Microorganisms (AM Fungi and Bacteria) from Dry Environments: Mechanisms Related to Bacterial Effectiveness. J. Plant Growth Regul. 2009, 28, 115–124. [Google Scholar] [CrossRef]
- Bakhshandeh, E.; Gholamhosseini, M.; Yaghoubian, Y.; Pirdashti, H. Plant growth promoting microorganisms can improve germination, seedling growth and potassium uptake of soybean under drought and salt stress. Plant Growth Regul. 2019, 90, 123–136. [Google Scholar] [CrossRef]
- Bogati, K.; Walczak, M. The Impact of Drought Stress on Soil Microbial Community, Enzyme Activities and Plants. Agronomy 2022, 12, 189. [Google Scholar] [CrossRef]
- Hayakawa, K.; Ueno, Y.; Kawamura, S.; Kato, T.; Hayashi, R. Microorganism inactivation using high-pressure generation in sealed vessels under sub-zero temperature. Appl. Microbiol. Biotechnol. 1998, 50, 415–418. [Google Scholar] [CrossRef] [PubMed]
- Wirsen, C.O.; Jannasch, H.W. Activity of marine psychrophilic bacteria at elevated hydrostatic pressures and low temperatures. Mar. Biol. 1975, 31, 201–208. [Google Scholar] [CrossRef]
- Winnikoff, J.R.; Budin, I. Homeocurvature: A new dimension of membrane adaptation to extreme environments. Prog. Lipid Res. 2025, 100, 101355. [Google Scholar] [CrossRef] [PubMed]
- Zheng, R.; Wang, C.; Cai, R.; Shan, Y.; Sun, C. Mechanisms of nucleic acid degradation and high hydrostatic pressure tolerance of a novel deep-sea wall-less bacterium. mBio 2023, 14, e0095823. [Google Scholar] [CrossRef]
- Somero, G.N. Solutions: How adaptive changes in cellular fluids enable marine life to cope with abiotic stressors. Mar. Life Sci. Technol. 2022, 4, 389–413. [Google Scholar] [CrossRef]
- Baskaran, A.; Kaari, M.; Venugopal, G.; Manikkam, R.; Joseph, J.; Bhaskar, P.V. Anti freeze proteins (Afp): Properties, sources and applications—A review. Int. J. Biol. Macromol. 2021, 189, 292–305. [Google Scholar] [CrossRef] [PubMed]
- Jung, W.H.; Lee, S.Y.; Lee, Y.; Ahn, D.J. Freezing-driven ionic charge imbalance leads to pore formation and osmotic injury of lipid membranes. Comput. Biol. Med. 2025, 189, 109960. [Google Scholar] [CrossRef] [PubMed]
- Pan, Y.; Cheng, J.H.; Sun, D.W. Metabolomic analyses on microbial primary and secondary oxidative stress responses. Compr. Rev. Food Sci. Food Saf. 2021, 20, 5675–5697. [Google Scholar] [CrossRef]
- Sies, H.; Mailloux, R.J.; Jakob, U. Fundamentals of redox regulation in biology. Nat. Rev. Mol. Cell Biol. 2024, 25, 701–719. [Google Scholar] [CrossRef]
- Marcen, M.; Ruiz, V.; Serrano, M.J.; Condon, S.; Manas, P. Oxidative stress in E. coli cells upon exposure to heat treatments. Int. J. Food Microbiol. 2017, 241, 198–205. [Google Scholar] [CrossRef]
- Xie, Z.; Jian, H.; Jin, Z.; Xiao, X. Enhancing the Adaptability of the Deep-Sea Bacterium Shewanella piezotolerans WP3 to High Pressure and Low Temperature by Experimental Evolution under H2O2 Stress. Appl. Environ. Microbiol. 2018, 84, e02342-17. [Google Scholar] [CrossRef]
- Yovchevska, L.; Miteva-Staleva, J.; Dishliyska, V.; Stoyancheva, G.; Gocheva, Y.; Abrashev, R.; Spasova, B.; Angelova, M.; Krumova, E. Response to Salt Stress of the Halotolerant Filamentous Fungus Penicillium chrysogenum P13. Molecules 2025, 30, 1196. [Google Scholar] [CrossRef] [PubMed]
- Oskouee, S.; Feghhi, S.A.H.; Soleimani, N. Antibiotic susceptibility variations of Methicillin-resistant Staphylococcus aureus after gamma irradiation. Int. J. Radiat. Biol. 2020, 96, 390–393. [Google Scholar] [CrossRef] [PubMed]
- Shuryak, I.; Matrosova, V.Y.; Gaidamakova, E.K.; Tkavc, R.; Grichenko, O.; Klimenkova, P.; Volpe, R.P.; Daly, M.J. Microbial cells can cooperate to resist high-level chronic ionizing radiation. PLoS ONE 2017, 12, e0189261. [Google Scholar] [CrossRef] [PubMed]
- Anjou, C.; Lotoux, A.; Morvan, C.; Martin-Verstraete, I. From ubiquity to specificity: The diverse functions of bacterial thioredoxin systems. Environ. Microbiol. 2024, 26, e16668. [Google Scholar] [CrossRef]
- Pomposiello, P.J.; Demple, B. Redox-operated genetic switches: The SoxR and OxyR transcription factors. Trends Biotechnol. 2001, 19, 109–114. [Google Scholar] [CrossRef]
- Prakash, D.; Xiong, J.; Chauhan, S.S.; Walters, K.A.; Kruse, H.; Yennawar, N.; Golbeck, J.H.; Guo, Y.; Ferry, J.G. Catalytic Activity of the Archetype from Group 4 of the FTR-like Ferredoxin:Thioredoxin Reductase Family Is Regulated by Unique S = 7/2 and S = 1/2 [4Fe–4S] Clusters. Biochemistry 2024, 63, 1588–1598. [Google Scholar] [CrossRef]
- Jacquot, J.-P.; Gelhaye, E.; Rouhier, N.; Corbier, C.; Didierjean, C.; Aubry, A. Thioredoxins and related proteins in photosynthetic organisms: Molecular basis for thiol dependent regulation. Biochem. Pharmacol. 2002, 64, 1065–1069. [Google Scholar] [CrossRef]
- Nevo, E. Evolution of genome–phenome diversity under environmental stress. Proc. Natl. Acad. Sci. USA 2001, 98, 6233–6240. [Google Scholar] [CrossRef]
- Wani, A.K.; Akhtar, N.; Sher, F.; Navarrete, A.A.; Americo-Pinheiro, J.H.P. Microbial adaptation to different environmental conditions: Molecular perspective of evolved genetic and cellular systems. Arch. Microbiol. 2022, 204, 144. [Google Scholar] [CrossRef]
- Tan, Y.S.; Zhang, R.K.; Liu, Z.H.; Li, B.Z.; Yuan, Y.J. Microbial Adaptation to Enhance Stress Tolerance. Front. Microbiol. 2022, 13, 888746. [Google Scholar] [CrossRef]
- Jee, J.; Rasouly, A.; Shamovsky, I.; Akivis, Y.; Steinman, S.R.; Mishra, B.; Nudler, E. Rates and mechanisms of bacterial mutagenesis from maximum-depth sequencing. Nature 2016, 534, 693–696. [Google Scholar] [CrossRef] [PubMed]
- Kaplan, Y.; Reich, S.; Oster, E.; Maoz, S.; Levin-Reisman, I.; Ronin, I.; Gefen, O.; Agam, O.; Balaban, N.Q. Observation of universal ageing dynamics in antibiotic persistence. Nature 2021, 600, 290–294. [Google Scholar] [CrossRef]
- Ravikumar, A.; Arzumanyan, G.A.; Obadi, M.K.A.; Javanpour, A.A.; Liu, C.C. Scalable, Continuous Evolution of Genes at Mutation Rates above Genomic Error Thresholds. Cell 2018, 175, 1946–1957 e1913. [Google Scholar] [CrossRef]
- Gu, J.; Wang, X.; Ma, X.; Sun, Y.; Xiao, X.; Luo, H. Unexpectedly high mutation rate of a deep-sea hyperthermophilic anaerobic archaeon. ISME J. 2021, 15, 1862–1869. [Google Scholar] [CrossRef] [PubMed]
- Shen, L.; Liu, Y.; Chen, L.; Lei, T.; Ren, P.; Ji, M.; Song, W.; Lin, H.; Su, W.; Wang, S.; et al. Genomic basis of environmental adaptation in the widespread poly-extremophilic Exiguobacterium group. ISME J. 2024, 18, wrad020. [Google Scholar] [CrossRef] [PubMed]
- Becher, I.; Andres-Pons, A.; Romanov, N.; Stein, F.; Schramm, M.; Baudin, F.; Helm, D.; Kurzawa, N.; Mateus, A.; Mackmull, M.T.; et al. Pervasive Protein Thermal Stability Variation during the Cell Cycle. Cell 2018, 173, 1495–1507.E18. [Google Scholar] [CrossRef]
- Habibi, P.; Ostad, S.N.; Heydari, A.; Aliebrahimi, S.; Montazeri, V.; Foroushani, A.R.; Monazzam, M.R.; Ghazi-Khansari, M.; Golbabaei, F. Effect of heat stress on DNA damage: A systematic literature review. Int. J. Biometeorol. 2022, 66, 2147–2158. [Google Scholar] [CrossRef]
- Martinez-Fernandez, L.; Banyasz, A.; Esposito, L.; Markovitsi, D.; Improta, R. UV-induced damage to DNA: Effect of cytosine methylation on pyrimidine dimerization. Signal Transduct. Target. Ther. 2017, 2, 17021. [Google Scholar] [CrossRef]
- Xiang, Y.; Laurent, B.; Hsu, C.H.; Nachtergaele, S.; Lu, Z.; Sheng, W.; Xu, C.; Chen, H.; Ouyang, J.; Wang, S.; et al. RNA m6A methylation regulates the ultraviolet-induced DNA damage response. Nature 2017, 543, 573–576. [Google Scholar] [CrossRef]
- Fleming, A.M.; Burrows, C.J. On the irrelevancy of hydroxyl radical to DNA damage from oxidative stress and implications for epigenetics. Chem. Soc. Rev. 2020, 49, 6524–6528. [Google Scholar] [CrossRef]
- Cobley, J.N. 50 shades of oxidative stress: A state-specific cysteine redox pattern hypothesis. Redox Biol. 2023, 67, 102936. [Google Scholar] [CrossRef]
- Sancar, A.; Tang, M.-S. Nucleotide excision repair. Photochem. Photobiol. 1993, 57, 905–921. [Google Scholar] [CrossRef]
- Nakano, T.; Morishita, S.; Katafuchi, A.; Matsubara, M.; Horikawa, Y.; Terato, H.; Salem, A.M.H.; Izumi, S.; Pack, S.P.; Makino, K.; et al. Nucleotide Excision Repair and Homologous Recombination Systems Commit Differentially to the Repair of DNA-Protein Crosslinks. Mol. Cell 2007, 28, 147–158. [Google Scholar] [CrossRef]
- Reardon, J.T.; Sancar, A. Nucleotide excision repair. Prog. Nucleic Acid Res. Mol. Biol. 2005, 79, 183–235. [Google Scholar] [CrossRef]
- Krejci, L.; Altmannova, V.; Spirek, M.; Zhao, X. Homologous recombination and its regulation. Nucleic Acids Res. 2012, 40, 5795–5818. [Google Scholar] [CrossRef]
- Seeberg, E.; Eide, L.; Bjørås, M. The base excision repair pathway. Trends Biochem. Sci. 1995, 20, 391–397. [Google Scholar] [CrossRef]
- Fishel, R.; Lee, J.-B. Mismatch Repair. In DNA Replication, Recombination, and Repair: Molecular Mechanisms and Pathology; Hanaoka, F., Sugasawa, K., Eds.; Springer: Tokyo, Japan, 2016; pp. 305–339. [Google Scholar]
- Nedwell, D.B. Effect of low temperature on microbial growth: Lowered affinity for substrates limits growth at low temperature. FEMS Microbiol. Ecol. 1999, 30, 101–111. [Google Scholar] [CrossRef]
- Navas, L.E.; Carnero, A. NAD+ metabolism, stemness, the immune response, and cancer. Signal Transduct. Target. Ther. 2021, 6, 2. [Google Scholar] [CrossRef]
- Wright, R.H.G.; Lioutas, A.; Le Dily, F.; Soronellas, D.; Pohl, A.; Bonet, J.; Nacht, A.S.; Samino, S.; Font-Mateu, J.; Vicent, G.P.; et al. ADP-ribose–derived nuclear ATP synthesis by NUDIX5 is required for chromatin remodeling. Science 2016, 352, 1221–1225. [Google Scholar] [CrossRef]
- Tang, M.; Shen, X.; Frank, E.G.; O’Donnell, M.; Woodgate, R.; Goodman, M.F. UmuD′2C is an error-prone DNA polymerase, Escherichia coli pol V. Proc. Natl. Acad. Sci. USA 1999, 96, 8919–8924. [Google Scholar] [CrossRef]
- Wagner, J.; Gruz, P.; Kim, S.-R.; Yamada, M.; Matsui, K.; Fuchs, R.P.P.; Nohmi, T. The dinB Gene Encodes a Novel E. coli DNA Polymerase, DNA Pol IV, Involved in Mutagenesis. Mol. Cell 1999, 4, 281–286. [Google Scholar] [CrossRef]
- MacLean, R.C.; Torres-Barceló, C.; Moxon, R. Evaluating evolutionary models of stress-induced mutagenesis in bacteria. Nat. Rev. Genet. 2013, 14, 221–227. [Google Scholar] [CrossRef]
- Antelmann, H.; Helmann, J.D. Thiol-based redox switches and gene regulation. Antioxid. Redox Signal. 2011, 14, 1049–1063. [Google Scholar] [CrossRef]
- Olivieri, A.; Nardi, A.N.; D’Abramo, M. Theoretical Insights into MutY Glycosylase DNA Repair Mechanism. Biochemistry 2024, 63, 1991–1998. [Google Scholar] [CrossRef]
- Ayna, A.; Caglayan, C.; Taysi, S. Cellular and Molecular Mechanisms of Oxidative DNA Damage and Repair. Medicina 2025, 61, 2013. [Google Scholar] [CrossRef]
- Martínez, L.E.; Gómez, G.; Ramírez, N.; Franco, B.; Robleto, E.A.; Pedraza-Reyes, M. 8-OxoG-Dependent Regulation of Global Protein Responses Leads to Mutagenesis and Stress Survival in Bacillus subtilis. Antioxidants 2024, 13, 332. [Google Scholar] [CrossRef]
- Simsek, E.; Kim, M. The emergence of metabolic heterogeneity and diverse growth responses in isogenic bacterial cells. ISME J. 2018, 12, 1199–1209. [Google Scholar] [CrossRef]
- Yaakov, G.; Lerner, D.; Bentele, K.; Steinberger, J.; Barkai, N. Coupling phenotypic persistence to DNA damage increases genetic diversity in severe stress. Nat. Ecol. Evol. 2017, 1, 16. [Google Scholar] [CrossRef]
- Schreiber, F.; Littmann, S.; Lavik, G.; Escrig, S.; Meibom, A.; Kuypers, M.M.; Ackermann, M. Phenotypic heterogeneity driven by nutrient limitation promotes growth in fluctuating environments. Nat. Microbiol. 2016, 1, 16055. [Google Scholar] [CrossRef]
- Rutherford, S.L.; Lindquist, S. Hsp90 as a capacitor for morphological evolution. Nature 1998, 396, 336–342. [Google Scholar] [CrossRef]
- Jarosz, D.F.; Lindquist, S. Hsp90 and Environmental Stress Transform the Adaptive Value of Natural Genetic Variation. Science 2010, 330, 1820–1824. [Google Scholar] [CrossRef]
- Queitsch, C.; Sangster, T.A.; Lindquist, S. Hsp90 as a capacitor of phenotypic variation. Nature 2002, 417, 618–624. [Google Scholar] [CrossRef]
- Starkuviene, V.; Fritz, H.-J. A novel type of uracil-DNA glycosylase mediating repair of hydrolytic DNA damage in the extremely thermophilic eubacterium Thermus thermophilus. Nucleic Acids Res. 2002, 30, 2097–2102. [Google Scholar] [CrossRef]
- Johnsen, A.R.; Kroer, N. Effects of stress and other environmental factors on horizontal plasmid transfer assessed by direct quantification of discrete transfer events. FEMS Microbiol. Ecol. 2007, 59, 718–728. [Google Scholar] [CrossRef]
- Acar Kirit, H.; Bollback, J.P.; Lagator, M. The Role of the Environment in Horizontal Gene Transfer. Mol. Biol. Evol. 2022, 39, msac220. [Google Scholar] [CrossRef]
- Kamal, S.M.; Simpson, D.J.; Wang, Z.; Ganzle, M.; Romling, U. Horizontal Transmission of Stress Resistance Genes Shape the Ecology of Beta- and Gamma-Proteobacteria. Front. Microbiol. 2021, 12, 696522. [Google Scholar] [CrossRef]
- Fuchsman, C.A.; Collins, R.E.; Rocap, G.; Brazelton, W.J. Effect of the environment on horizontal gene transfer between bacteria and archaea. PeerJ 2017, 5, e3865. [Google Scholar] [CrossRef]
- Liu, Q.-H.; Yuan, L.; Li, Z.-H.; Leung, K.M.Y.; Sheng, G.-P. Natural Organic Matter Enhances Natural Transformation of Extracellular Antibiotic Resistance Genes in Sunlit Water. Environ. Sci. Technol. 2024, 58, 17990–17998. [Google Scholar] [CrossRef]
- Zuke Jason, D.; Burton Briana, M. From isotopically labeled DNA to fluorescently labeled dynamic pili: Building a mechanistic model of DNA transport to the cytoplasmic membrane. Microbiol. Mol. Biol. Rev. 2024, 88, e00125-23. [Google Scholar] [CrossRef]
- Wang, Y.; Sun, S.; Yu, L.; Hu, S.; Fan, W.; Leng, F.; Ma, J. Optimization and mechanism exploration for Escherichia coli transformed with plasmid pUC19 by the combination with ultrasound treatment and chemical method. Ultrason. Sonochem. 2021, 74, 105552. [Google Scholar] [CrossRef]
- Wu, J.; Zhou, J.-H.; Liu, D.-F.; Wu, J.; He, R.-L.; Cheng, Z.-H.; Li, H.-H.; Li, W.-W. Phthalates Promote Dissemination of Antibiotic Resistance Genes: An Overlooked Environmental Risk. Environ. Sci. Technol. 2023, 57, 6876–6887. [Google Scholar] [CrossRef] [PubMed]
- Zhao, N.; Xu, J.; Jiao, L.; Liu, M.; Zhang, T.; Li, J.; Wei, X.; Fan, M. Acid adaptive response of Alicyclobacillus acidoterrestris: A strategy to survive lethal heat and acid stresses. Food Res. Int. 2022, 157, 111364. [Google Scholar] [CrossRef]
- Heredia-Ponce, Z.; Secchi, E.; Toyofuku, M.; Marinova, G.; Savorana, G.; Eberl, L. Genotoxic stress stimulates eDNA release via explosive cell lysis and thereby promotes streamer formation of Burkholderia cenocepacia H111 cultured in a microfluidic device. npj Biofilms Microbiomes 2023, 9, 96. [Google Scholar] [CrossRef] [PubMed]
- Crippen, C.S.; Michael, J.R., Jr.; Sanchez, S.; Szymanski, C.M. Multidrug Resistant Acinetobacter Isolates Release Resistance Determinants Through Contact-Dependent Killing and Bacteriophage Lysis. Front. Microbiol. 2020, 11, 1918. [Google Scholar] [CrossRef]
- Feng, J.; Ma, L.; Nie, J.; Konkel, M.E.; Lu, X. Environmental Stress-Induced Bacterial Lysis and Extracellular DNA Release Contribute to Campylobacter jejuni Biofilm Formation. Appl. Environ. Microbiol. 2018, 84, e02068-17. [Google Scholar] [CrossRef] [PubMed]
- Magnuson, R.; Solomon, J.; Grossman, A.D. Biochemical and genetic characterization of a competence pheromone from B. subtilis. Cell 1994, 77, 207–216. [Google Scholar] [CrossRef]
- Auchtung, J.M.; Grossman, A.D. Extracellular Peptide Signaling and Quorum Responses in Development, Self-Recognition, and Horizontal Gene Transfer in Bacillus subtilis. In Chemical Communication Among Bacteria; American Society for Microbiology Press: Washington, DC, USA, 2008; pp. 13–30. [Google Scholar]
- Fernández-Otal, Á.; Guío, J.; Sarasa-Buisan, C.; Peleato, M.L.; Fillat, M.F.; Lanas, Á.; Bes, M.T. Functional characterization of Fur from the strict anaerobe Clostridioides difficile provides insight into its redox-driven regulatory capacity. FEBS J. 2024, 291, 3604–3627. [Google Scholar] [CrossRef]
- Koraimann, G.; Wagner, M.A. Social behavior and decision making in bacterial conjugation. Front. Cell. Infect. Microbiol. 2014, 4, 54. [Google Scholar] [CrossRef]
- Vesel, N.; Stare, E.; Štefanič, P.; Floccari, V.A.; Mandic-Mulec, I.; Dragoš, A. Naturally competent bacteria and their genetic parasites—A battle for control over horizontal gene transfer? FEMS Microbiol. Rev. 2025, 49, fuaf035. [Google Scholar] [CrossRef]
- Jaenicke, R.; Böhm, G. The stability of proteins in extreme environments. Curr. Opin. Struct. Biol. 1998, 8, 738–748. [Google Scholar] [CrossRef]
- Zhaxybayeva, O.; Nesbø, C.L. Impact of Horizontal Gene Transfer on Adaptations to Extreme Environments. J. Mol. Biol. 2026, 438, 169403. [Google Scholar] [CrossRef] [PubMed]
- Johnsborg, O.; Eldholm, V.; Håvarstein, L.S. Natural genetic transformation: Prevalence, mechanisms and function. Res. Microbiol. 2007, 158, 767–778. [Google Scholar] [CrossRef]
- Li, Y.-Q.; Zhang, C.-M.; Liu, Y. Antihistamine drug loratadine at environmentally relevant concentrations promotes conjugative transfer of antibiotic resistance genes: Coeffect of oxidative stress and ion transport. J. Environ. Manag. 2025, 376, 124430. [Google Scholar] [CrossRef]
- Xu, J.; Ding, D.; Fan, Y.; Chen, R.; Xia, Y.; Liang, Y.; Ding, Y.; Feng, H. The overlooked risk of horizontal transfer of plasmid-borne antibiotic resistance genes induced by synthetic phenolic antioxidants. J. Hazard. Mater. 2025, 488, 137459. [Google Scholar] [CrossRef]
- Gao, Y.; Guo, Y.; Wang, L.; Guo, L.; Shi, B.; Zhu, L.; Wang, J.; Kim, Y.M.; Wang, J. Tebuconazole exacerbates co-occurrence and horizontal transfer of antibiotic resistance genes. Pestic. Biochem. Physiol. 2024, 204, 106026. [Google Scholar] [CrossRef] [PubMed]
- Lee, C.; Choo, K.; Lee, S.J. Active Transposition of Insertion Sequences by Oxidative Stress in Deinococcus geothermalis. Front. Microbiol. 2020, 11, 558747. [Google Scholar] [CrossRef]
- Howard, M.T.; Nelson, W.C.; Matson, S.W. Stepwise Assembly of a Relaxosome at the F Plasmid Origin of Transfer. J. Biol. Chem. 1995, 270, 28381–28386. [Google Scholar] [CrossRef]
- Kothari, A.; Soneja, D.; Tang, A.; Carlson, H.K.; Deutschbauer, A.M.; Mukhopadhyay, A. Native Plasmid-Encoded Mercury Resistance Genes Are Functional and Demonstrate Natural Transformation in Environmental Bacterial Isolates. mSystems 2019, 4, e00588-19. [Google Scholar] [CrossRef]
- Rastelli, E.; Corinaldesi, C.; Dell’Anno, A.; Lo Martire, M.; Greco, S.; Cristina Facchini, M.; Rinaldi, M.; O’Dowd, C.; Ceburnis, D.; Danovaro, R. Transfer of labile organic matter and microbes from the ocean surface to the marine aerosol: An experimental approach. Sci. Rep. 2017, 7, 11475. [Google Scholar] [CrossRef]
- Xiao, P.; Wu, Y.; Zuo, J.; Grossart, H.P.; Sun, R.; Li, G.; Jiang, H.; Cheng, Y.; Wang, Z.; Geng, R.; et al. Differential microbiome features in lake-river systems of Taihu basin in response to water flow disturbance. Front. Microbiol. 2024, 15, 1479158. [Google Scholar] [CrossRef] [PubMed]
- Rahlff, J.; Esser, S.P.; Plewka, J.; Heinrichs, M.E.; Soares, A.; Scarchilli, C.; Grigioni, P.; Wex, H.; Giebel, H.A.; Probst, A.J. Marine viruses disperse bidirectionally along the natural water cycle. Nat. Commun. 2023, 14, 6354. [Google Scholar] [CrossRef] [PubMed]
- van Elsas, J.D.; Chiurazzi, M.; Mallon, C.A.; Elhottovā, D.; Krištůfek, V.; Salles, J.F. Microbial diversity determines the invasion of soil by a bacterial pathogen. Proc. Natl. Acad. Sci. USA 2012, 109, 1159–1164. [Google Scholar] [CrossRef]
- Garza, D.R.; Gonze, D.; Faust, K. Keystone concept revisited: Insights into microbial community dynamics and control. Nat. Rev. Microbiol. 2026, 24, 359–371. [Google Scholar] [CrossRef]
- Ferreiro, A.; Crook, N.; Gasparrini, A.J.; Dantas, G. Multiscale Evolutionary Dynamics of Host-Associated Microbiomes. Cell 2018, 172, 1216–1227. [Google Scholar] [CrossRef]
- Banerjee, S.; Schlaeppi, K.; van der Heijden, M.G.A. Keystone taxa as drivers of microbiome structure and functioning. Nat. Rev. Microbiol. 2018, 16, 567–576. [Google Scholar] [CrossRef]
- Dong, Y.; Wu, S.; Fan, H.; Li, X.; Li, Y.; Xu, S.; Bai, Z.; Zhuang, X. Ecological selection of bacterial taxa with larger genome sizes in response to polycyclic aromatic hydrocarbons stress. J. Environ. Sci. 2022, 112, 82–93. [Google Scholar] [CrossRef] [PubMed]
- Yuan, K.; Chen, B.; Qing, Q.; Zou, S.; Wang, X.; Luan, T. Polycyclic aromatic hydrocarbons (PAHs) enrich their degrading genera and genes in human-impacted aquatic environments. Environ. Pollut. 2017, 230, 936–944. [Google Scholar] [CrossRef]
- Du, H.; Pan, J.; Zou, D.; Huang, Y.; Liu, Y.; Li, M. Microbial active functional modules derived from network analysis and metabolic interactions decipher the complex microbiome assembly in mangrove sediments. Microbiome 2022, 10, 224. [Google Scholar] [CrossRef] [PubMed]
- Handley, K.M.; Piceno, Y.M.; Hu, P.; Tom, L.M.; Mason, O.U.; Andersen, G.L.; Jansson, J.K.; Gilbert, J.A. Metabolic and spatio-taxonomic response of uncultivated seafloor bacteria following the Deepwater Horizon oil spill. ISME J. 2017, 11, 2569–2583. [Google Scholar] [CrossRef]
- Melero-Jimenez, I.J.; Sorokin, Y.; Merlin, A.; Li, J.; Couce, A.; Friedman, J. Mutualism breakdown underpins evolutionary rescue in an obligate cross-feeding bacterial consortium. Nat. Commun. 2025, 16, 3482. [Google Scholar] [CrossRef]
- Song, L.; Xu, L.; Zhang, P.; Li, S.; Qu, Y.; Zhao, Y.; Shi, Z.; Ma, R.; Li, Y.; Chen, Y.; et al. A Dual-Targeting T6SS DNase Drives Bacterial Antagonism and Eukaryotic Apoptosis via the cGAS-STING-TNF Axis. Adv. Sci. 2025, 12, e2504086. [Google Scholar] [CrossRef]
- Unterweger, D.; Kostiuk, B.; Pukatzki, S. Adaptor Proteins of Type VI Secretion System Effectors. Trends Microbiol. 2017, 25, 8–10. [Google Scholar] [CrossRef] [PubMed]
- Yang, X.; Dai, Z.; Yuan, R.; Guo, Z.; Xi, H.; He, Z.; Wei, M. Effects of Salinity on Assembly Characteristics and Function of Microbial Communities in the Phyllosphere and Rhizosphere of Salt-Tolerant Avicennia marina Mangrove Species. Microbiol. Spectr. 2023, 11, e03000-22. [Google Scholar] [CrossRef] [PubMed]
- Li, C.; Jin, L.; Zhang, C.; Li, S.; Zhou, T.; Hua, Z.; Wang, L.; Ji, S.; Wang, Y.; Gan, Y.; et al. Destabilized microbial networks with distinct performances of abundant and rare biospheres in maintaining networks under increasing salinity stress. iMeta 2023, 2, e79. [Google Scholar] [CrossRef]
- Yang, X.; Feng, K.; Wang, S.; Yuan, M.M.; Peng, X.; He, Q.; Wang, D.; Shen, W.; Zhao, B.; Du, X.; et al. Unveiling the deterministic dynamics of microbial meta-metabolism: A multi-omics investigation of anaerobic biodegradation. Microbiome 2024, 12, 166. [Google Scholar] [CrossRef]
- Wu, L.; Yang, Y.; Chen, S.; Zhao, M.; Zhu, Z.; Yang, S.; Qu, Y.; Ma, Q.; He, Z.; Zhou, J.; et al. Long-term successional dynamics of microbial association networks in anaerobic digestion processes. Water Res. 2016, 104, 1–10. [Google Scholar] [CrossRef]
- Jiang, G.; Ruan, Z.; Yin, Y.; Hu, C.; Tian, L.; Lu, J.-n.; Wang, S.; Tang, Y.-T.; Qiu, R.; Chao, Y. Keystone species in microbial communities: From discovery to soil heavy metal-remediation. J. Hazard. Mater. 2025, 494, 138753. [Google Scholar] [CrossRef]
- Knittel, K.; Boetius, A. Anaerobic Oxidation of Methane: Progress with an Unknown Process. Annu. Rev. Microbiol. 2009, 63, 311–334. [Google Scholar] [CrossRef]
- Orcutt Beth, N.; Sylvan Jason, B.; Knab Nina, J.; Edwards Katrina, J. Microbial Ecology of the Dark Ocean above, at, and below the Seafloor. Microbiol. Mol. Biol. Rev. 2011, 75, 361–422. [Google Scholar] [CrossRef]
- Murali, R.; Yu, H.; Speth, D.R.; Wu, F.; Metcalfe, K.S.; Crémière, A.; Laso-Pèrez, R.; Malmstrom, R.R.; Goudeau, D.; Woyke, T.; et al. Physiological potential and evolutionary trajectories of syntrophic sulfate-reducing bacterial partners of anaerobic methanotrophic archaea. PLoS Biol. 2023, 21, e3002292. [Google Scholar] [CrossRef] [PubMed]
- Borin, J.M.; Lee, J.J.; Lucia-Sanz, A.; Gerbino, K.R.; Weitz, J.S.; Meyer, J.R. Rapid bacteria-phage coevolution drives the emergence of multiscale networks. Science 2023, 382, 674–678. [Google Scholar] [CrossRef]
- Arnold, B.J.; Huang, I.T.; Hanage, W.P. Horizontal gene transfer and adaptive evolution in bacteria. Nat. Rev. Microbiol. 2022, 20, 206–218. [Google Scholar] [CrossRef]
- Cosmo, L.G.; Assis, A.P.A.; de Aguiar, M.A.M.; Pires, M.M.; Valido, A.; Jordano, P.; Thompson, J.N.; Bascompte, J.; Guimaraes, P.R., Jr. Indirect effects shape species fitness in coevolved mutualistic networks. Nature 2023, 619, 788–792. [Google Scholar] [CrossRef]
- Chang, C.-Y.; Bajić, D.; Vila, J.C.C.; Estrela, S.; Sanchez, A. Emergent coexistence in multispecies microbial communities. Science 2023, 381, 343–348. [Google Scholar] [CrossRef] [PubMed]
- Wang, C.; Huang, Y.; Zhang, Z.; Hao, H.; Wang, H. Absence of the nahG-like gene caused the syntrophic interaction between Marinobacter and other microbes in PAH-degrading process. J. Hazard. Mater. 2020, 384, 121387. [Google Scholar] [CrossRef]
- Lee, S.-M.; Thapa Magar, R.; Jung, M.K.; Kong, H.G.; Song, J.Y.; Kwon, J.H.; Choi, M.; Lee, H.J.; Lee, S.Y.; Khan, R.; et al. Rhizobacterial syntrophy between a helper and a beneficiary promotes tomato plant health. ISME J. 2024, 18, wrae120. [Google Scholar] [CrossRef] [PubMed]
- Yin, Q.; Gu, M.; Hermanowicz, S.W.; Hu, H.; Wu, G. Potential interactions between syntrophic bacteria and methanogens via type IV pili and quorum-sensing systems. Environ. Int. 2020, 138, 105650. [Google Scholar] [CrossRef] [PubMed]
- Afkhami, M.E. Past microbial stress benefits tree resilience. Science 2023, 380, 798–799. [Google Scholar] [CrossRef]
- Huang, Y.; Wen, L.; Zhang, L.; Xu, J.; Wang, W.; Hu, H.; Xu, P.; Li, Z.; Tang, H. Community-integrated multi-omics facilitates the isolation of an organohalide dehalogenation microorganism. Innovation 2023, 4, 10035. [Google Scholar] [CrossRef]
- Ezzat, L.; Peter, H.; Bourquin, M.; Busi, S.B.; Michoud, G.; Fodelianakis, S.; Kohler, T.J.; Lamy, T.; Geers, A.; Pramateftaki, P.; et al. Diversity and biogeography of the bacterial microbiome in glacier-fed streams. Nature 2025, 637, 622–630. [Google Scholar] [CrossRef]
- Tian, S.; Dong, Y.; Pang, S.; Yuan, G.; Cai, S.; Zhang, P.; Chen, Y.; Zhang, M. Driving role of acid mine drainage on microbial community assembly and species coexistence in paddy soil profiles. J. Environ. Sci. 2025, 156, 771–783. [Google Scholar] [CrossRef]
- Schaerer, L.; Putman, L.; Bigcraft, I.; Byrne, E.; Kulas, D.; Zolghadr, A.; Aloba, S.; Ong, R.; Shonnard, D.; Techtmann, S. Coexistence of specialist and generalist species within mixed plastic derivative-utilizing microbial communities. Microbiome 2023, 11, 224. [Google Scholar] [CrossRef]
- Liao, H.; Wu, L.; Luo, Y.; Asif, H.; Huang, X.; Xia, X. Slower-growing species promote interspecific cooperation and coexistence under acid stress through cross-feeding. Nat. Commun. 2025, 17, 643. [Google Scholar] [CrossRef]
- Blake, C.; Barber, J.N.; Connallon, T.; McDonald, M.J. Evolutionary shift of a tipping point can precipitate, or forestall, collapse in a microbial community. Nat. Ecol. Evol. 2024, 8, 2325–2335. [Google Scholar] [CrossRef]
- Gralka, M.; Szabo, R.; Stocker, R.; Cordero, O.X. Trophic Interactions and the Drivers of Microbial Community Assembly. Curr. Biol. 2020, 30, R1176–R1188. [Google Scholar] [CrossRef]
- Vidal, M.C.; Wang, S.P.; Rivers, D.M.; Althoff, D.M.; Segraves, K.A. Species richness and redundancy promote persistence of exploited mutualisms in yeast. Science 2020, 370, 346–350. [Google Scholar] [CrossRef]
- Mercado, J.V.; Koyama, M.; Nakasaki, K. Co-occurrence network analysis reveals loss of microbial interactions in anaerobic digester subjected to repeated organic load shocks. Water Res. 2022, 221, 118754. [Google Scholar] [CrossRef]
- Zhang, R.; Zhuang, J.; Guo, X.; Dai, T.; Ye, Z.; Liu, R.; Li, G.; Yang, Y. Microbial functional heterogeneity induced in a petroleum-polluted soil profile. J. Hazard. Mater. 2024, 465, 133391. [Google Scholar] [CrossRef]
- Cheng, S.; Tang, X.; Huang, X.; Li, Y.; Huang, S.; He, D.; Moreno-Jiménez, E.; Xu, J.; Rillig, M.C.; Dai, Z.; et al. Stressor Combinations Shift Soil Microbial Communities From Rare to Unknown Taxa and Alter Genomic Strategies. Glob. Change Biol. 2026, 32, e70704. [Google Scholar] [CrossRef]
- Merz, E.; Hale, R.J.; Saberski, E.; Kenitz, K.M.; Carter, M.L.; Bowman, J.S.; Barton, A.D. Temperature alters interactions and keystone taxa in the marine microbiome. ISME J. 2026, 20, wraf287. [Google Scholar] [CrossRef]
- Lin, Z.; Ruan, C.; Xia, R.; Liao, J.; Zhu, L.; Wang, D.; Alvarez, P.J.J.; Yu, P. Bacterium–Phage Interactions Enhance Biofilm Resilience during Membrane Filtration Biofouling under Oxidative and Hydraulic Stresses. Environ. Sci. Technol. 2025, 59, 8614–8628. [Google Scholar] [CrossRef]
- Zhang, D.; Li, H.; Yang, Q.; Xu, Y. Microbial-mediated conversion of soil organic carbon co-regulates the evolution of antibiotic resistance. J. Hazard. Mater. 2024, 471, 134404. [Google Scholar] [CrossRef]
- Su, L.; Teske, A.P.; Marshall, I.P.G.; Zeng, Z.; Wang, Y.; Konhauser, K.O.; Li, Y.; Hou, S.; Li, J. Genomic adaptation strategies to habitat switching in Korarchaeota. Sci. Adv. 2026, 12, eaea1035. [Google Scholar] [CrossRef]
- Zhang, D.; Zhu, Z.; Li, Y.; Li, X.; Guan, Z.; Zheng, J. Comparative Genomics of Exiguobacterium Reveals What Makes a Cosmopolitan Bacterium. mSystems 2021, 6, e0038321. [Google Scholar] [CrossRef]
- Srivastava, A.K.; Srivastava, R.; Bharati, A.P.; Singh, A.K.; Sharma, A.; Das, S.; Tiwari, P.K.; Srivastava, A.K.; Chakdar, H.; Kashyap, P.L.; et al. Analysis of Biosynthetic Gene Clusters, Secretory, and Antimicrobial Peptides Reveals Environmental Suitability of Exiguobacterium profundum PHM11. Front. Microbiol. 2021, 12, 785458. [Google Scholar] [CrossRef]
- Pauli, B.; Ona, L.; Hermann, M.; Kost, C. Obligate mutualistic cooperation limits evolvability. Nat. Commun. 2022, 13, 337. [Google Scholar] [CrossRef]
- Zorraquino, V.; Kim, M.; Rai, N.; Tagkopoulos, I. The Genetic and Transcriptional Basis of Short and Long Term Adaptation across Multiple Stresses in Escherichia coli. Mol. Biol. Evol. 2017, 34, 707–717. [Google Scholar] [CrossRef]
- Trivellin, C.; Ekman, D.; Persson, K.; Gupta, M.; Olsson, L.; Desai, M.M. Impact of fluctuating environments on the fitness and robustness of evolving laboratory and industrial Saccharomyces cerevisiae strains. bioRxiv 2025. [Google Scholar] [CrossRef]
- Elena, S.F.; Lenski, R.E. Evolution experiments with microorganisms: The dynamics and genetic bases of adaptation. Nat. Rev. Genet. 2003, 4, 457–469. [Google Scholar] [CrossRef]
- Faust, K.; Raes, J. Microbial interactions: From networks to models. Nat. Rev. Microbiol. 2012, 10, 538–550. [Google Scholar] [CrossRef]
- Oña, L.; Shreekar, S.K.; Kost, C. Disentangling microbial interaction networks. Trends Microbiol. 2025, 33, 619–634. [Google Scholar] [CrossRef]
- Lindemann, S.R.; Bernstein, H.C.; Song, H.-S.; Fredrickson, J.K.; Fields, M.W.; Shou, W.; Johnson, D.R.; Beliaev, A.S. Engineering microbial consortia for controllable outputs. ISME J. 2016, 10, 2077–2084. [Google Scholar] [CrossRef]


| Stress Type | Primary Mechanism | Key Targets & Direct Effects |
|---|---|---|
| High Temperature | Macromolecular denaturation and membrane hyperfluidization | DNA/RNA: strand separation, increased hydrolytic damage, replication interference Proteins: unfolding, aggregation, irreversible denaturation Membranes: increased fluidity and permeability, disrupted ion gradients Metabolism: ATP depletion from futile cycles and repair costs Cell integrity: impaired division, heat-shock regulon activation |
| Low Temperature | Phase transitions, ice crystallization, metabolic suppression | DNA/RNA: stabilized secondary structures impeding replication and transcription Proteins: cold denaturation, reduced enzymatic activity, cold-shock protein induction Membranes: gel-phase transition, loss of permeability control, impaired transport Metabolism: suppressed enzyme kinetics, metabolic quiescence Cell integrity: ice crystal damage, freeze–thaw injury, osmotic shock |
| Hyperosmotic stress | Low water activity and ionic imbalance | DNA/RNA: increased supercoiling, altered gene expression Proteins: altered solvation and conformation, osmoprotectant synthesis Membranes: reduced fluidity, altered curvature, impaired transporter function Metabolism: high-ATP-cost compatible solute accumulation Cell integrity: cytoplasmic shrinkage, loss of turgor, impaired division |
| High Pressure | Compression of biomolecular volume and altered reaction equilibria | DNA/RNA: stabilized helix, altered supercoiling, helicase/polymerase interference Proteins: denaturation, oligomer dissociation, altered binding equilibria Membranes: tighter lipid packing, reduced fluidity, phase transitions Metabolism: altered reaction kinetics from activation volume effects Cell integrity: impaired motility and cytokinesis |
| Desiccation | Removal of hydration shell and extreme low water activity | DNA/RNA: strand breaks, abasic sites, Maillard crosslinks Proteins: loss of activity, irreversible aggregation, Maillard adducts Membranes: non-lamellar phase transitions, vesiculation, rehydration-induced disruption Metabolism: metabolic dormancy, ATP depletion Cell integrity: cytoplasmic vitrification, osmotic shock during rehydration |
| Extreme pH | Disruption of charged residues and ion gradients | DNA/RNA: acid depurination, alkaline hydrolysis, altered DNA-protein interactions Proteins: altered charge, disrupted salt bridges, misfolding, aggregation Membranes: compromised integrity, altered permeability Metabolism: dissipated proton motive force, increased ATP demand for ion extrusion Cell integrity: loss of cytoplasmic pH homeostasis, impaired nutrient transport |
| Radiation | Direct energy absorption and indirect ROS generation | DNA: single- and double-strand breaks, pyrimidine dimers, oxidative base modifications Proteins: backbone cleavage, cysteine/methionine oxidation, carbonylation Membranes: lipid peroxidation, loss of fluidity and integrity Metabolism: depletion of antioxidant pools, disrupted electron transport Signaling: SOS response activation, cell cycle arrest, filamentation |
| Oxidative Stress | ROS accumulation and thiol-disulfide redox imbalance | DNA: oxidative base modifications, strand breaks Proteins: cysteine/methionine oxidation, carbonylation, disulfide scrambling, repair enzyme inactivation Membranes: peroxidation of unsaturated fatty acids, increased permeability Metabolism: NADPH depletion, thioredoxin/glutaredoxin pool exhaustion, Fe-S cluster disruption Signaling: OxyR/SoxRS/PerR regulon activation, indirect mutation rate elevation via repair fidelity loss |
| Reductive Stress | Excess of reducing equivalents (elevated NADH/NAD+ and NADPH/NADP+ ratios) | DNA: imbalanced dNTP pools, replication fork progression interference Proteins: reductive unfolding, inappropriate disulfide bond reduction Membranes: altered lipid composition from excess NADPH Metabolism: inhibited catabolic dehydrogenases, overflow metabolism, impaired electron transfer Redox homeostasis: over-reduced ferredoxin/thioredoxin pools, FTR system engagement, transcriptional reprogramming via NADH-responsive regulators |
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Zhu, H.; Zhang, L.; Hao, Z.; Chen, E.; Wang, Y.; Jin, H.; Zhou, Y. Stress-Driven Accelerated Evolution and Ecological Network Reconfiguration in Extremophilic Microbial Communities. Biology 2026, 15, 841. https://doi.org/10.3390/biology15110841
Zhu H, Zhang L, Hao Z, Chen E, Wang Y, Jin H, Zhou Y. Stress-Driven Accelerated Evolution and Ecological Network Reconfiguration in Extremophilic Microbial Communities. Biology. 2026; 15(11):841. https://doi.org/10.3390/biology15110841
Chicago/Turabian StyleZhu, Han, Liang Zhang, Zhao Hao, Enyong Chen, Yanhong Wang, Huaiming Jin, and Yonghong Zhou. 2026. "Stress-Driven Accelerated Evolution and Ecological Network Reconfiguration in Extremophilic Microbial Communities" Biology 15, no. 11: 841. https://doi.org/10.3390/biology15110841
APA StyleZhu, H., Zhang, L., Hao, Z., Chen, E., Wang, Y., Jin, H., & Zhou, Y. (2026). Stress-Driven Accelerated Evolution and Ecological Network Reconfiguration in Extremophilic Microbial Communities. Biology, 15(11), 841. https://doi.org/10.3390/biology15110841

