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Abreu CI, Mathur S, Petrov DA. Environmental memory alters the fitness effects of adaptive mutations in fluctuating environments. Nat Ecol Evol 2024; 8:1760-1775. [PMID: 39020024 DOI: 10.1038/s41559-024-02475-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 06/11/2024] [Indexed: 07/19/2024]
Abstract
Evolution in a static laboratory environment often proceeds via large-effect beneficial mutations that may become maladaptive in other environments. Conversely, natural settings require populations to endure environmental fluctuations. A sensible assumption is that the fitness of a lineage in a fluctuating environment is the time average of its fitness over the sequence of static conditions it encounters. However, transitions between conditions may pose entirely new challenges, which could cause deviations from this time average. To test this, we tracked hundreds of thousands of barcoded yeast lineages evolving in static and fluctuating conditions and subsequently isolated 900 mutants for pooled fitness assays in 15 environments. Here we find that fitness in fluctuating environments indeed often deviates from the time average, leading to fitness non-additivity. Moreover, closer examination reveals that fitness in one component of a fluctuating environment is often strongly influenced by the previous component. We show that this environmental memory is especially common for mutants with high variance in fitness across tested environments. We use a simple mathematical model and whole-genome sequencing to propose mechanisms underlying this effect, including lag time evolution and sensing mutations. Our results show that environmental fluctuations impact fitness and suggest that variance in static environments can explain these impacts.
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Affiliation(s)
- Clare I Abreu
- Department of Biology, Stanford University, Stanford, CA, USA.
| | - Shaili Mathur
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Dmitri A Petrov
- Department of Biology, Stanford University, Stanford, CA, USA.
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2
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Dupont L, Thierry M, Zinger L, Legrand D, Jacob S. Beyond reaction norms: the temporal dynamics of phenotypic plasticity. Trends Ecol Evol 2024; 39:41-51. [PMID: 37718228 DOI: 10.1016/j.tree.2023.08.014] [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: 05/15/2023] [Revised: 08/21/2023] [Accepted: 08/24/2023] [Indexed: 09/19/2023]
Abstract
Phenotypic plasticity can allow organisms to cope with environmental changes. Although reaction norms are commonly used to quantify plasticity along gradients of environmental conditions, they often miss the temporal dynamics of phenotypic change, especially the speed at which it occurs. Here, we argue that studying the rate of phenotypic plasticity is a crucial step to quantify and understand its adaptiveness. Iteratively measuring plastic traits allows us to describe the actual dynamics of phenotypic changes and avoid quantifying reaction norms at times that do not truly reflect the organism's capacity for plasticity. Integrating the temporal component in how we describe, quantify, and conceptualise phenotypic plasticity can change our understanding of its diversity, evolution, and consequences.
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Affiliation(s)
- Léonard Dupont
- Station d'Ecologie Théorique et Expérimentale, UAR2029, CNRS, 09200, Moulis, France.
| | - Mélanie Thierry
- Station d'Ecologie Théorique et Expérimentale, UAR2029, CNRS, 09200, Moulis, France
| | - Lucie Zinger
- Institut de Biologie de l'ENS (IBENS), Département de Biologie, École Normale Supérieure, CNRS, INSERM, Université PSL, 75005 Paris, France; Naturalis Biodiversity Center, 2300 RA Leiden, The Netherlands
| | - Delphine Legrand
- Station d'Ecologie Théorique et Expérimentale, UAR2029, CNRS, 09200, Moulis, France
| | - Staffan Jacob
- Station d'Ecologie Théorique et Expérimentale, UAR2029, CNRS, 09200, Moulis, France
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Burton T, Ratikainen II, Einum S. Environmental change and the rate of phenotypic plasticity. GLOBAL CHANGE BIOLOGY 2022; 28:5337-5345. [PMID: 35729070 PMCID: PMC9541213 DOI: 10.1111/gcb.16291] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 04/20/2022] [Indexed: 05/31/2023]
Abstract
With rapid and less predictable environmental change emerging as the 'new norm', understanding how individuals tolerate environmental stress via plastic, often reversible changes to the phenotype (i.e., reversible phenotypic plasticity, RPP), remains a key issue in ecology. Here, we examine the potential for better understanding how organisms overcome environmental challenges within their own lifetimes by scrutinizing a somewhat overlooked aspect of RPP, namely the rate at which it can occur. Although recent advances in the field provide indication of the aspects of environmental change where RPP rates may be of particular ecological relevance, we observe that current theoretical models do not consider the evolutionary potential of the rate of RPP. Whilst recent theory underscores the importance of environmental predictability in determining the slope of the evolved reaction norm for a given trait (i.e., how much plasticity can occur), a hitherto neglected possibility is that the rate of plasticity might be a more dynamic component of this relationship than previously assumed. If the rate of plasticity itself can evolve, as empirical evidence foreshadows, rates of plasticity may have the potential to alter the level predictability in the environment as perceived by the organism and thus influence the slope of the evolved reaction norm. However, optimality in the rate of phenotypic plasticity, its evolutionary dynamics in different environments and influence of constraints imposed by associated costs remain unexplored and may represent fruitful avenues of exploration in future theoretical and empirical treatments of the topic. We conclude by reviewing published studies of RPP rates, providing suggestions for improving the measurement of RPP rates, both in terms of experimental design and in the statistical quantification of this component of plasticity.
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Affiliation(s)
- Tim Burton
- Centre for Biodiversity Dynamics, Department of BiologyNorwegian University of Science and TechnologyTrondheimNorway
- Norwegian Institute for Nature ResearchTrondheimNorway
| | - Irja Ida Ratikainen
- Centre for Biodiversity Dynamics, Department of BiologyNorwegian University of Science and TechnologyTrondheimNorway
| | - Sigurd Einum
- Centre for Biodiversity Dynamics, Department of BiologyNorwegian University of Science and TechnologyTrondheimNorway
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Etier A, Dumetz F, Chéreau S, Ponts N. Post-Translational Modifications of Histones Are Versatile Regulators of Fungal Development and Secondary Metabolism. Toxins (Basel) 2022; 14:toxins14050317. [PMID: 35622565 PMCID: PMC9145779 DOI: 10.3390/toxins14050317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/16/2022] [Accepted: 04/25/2022] [Indexed: 02/04/2023] Open
Abstract
Chromatin structure is a major regulator of DNA-associated processes, such as transcription, DNA repair, and replication. Histone post-translational modifications, or PTMs, play a key role on chromatin dynamics. PTMs are involved in a wide range of biological processes in eukaryotes, including fungal species. Their deposition/removal and their underlying functions have been extensively investigated in yeasts but much less in other fungi. Nonetheless, the major role of histone PTMs in regulating primary and secondary metabolisms of filamentous fungi, including human and plant pathogens, has been pinpointed. In this review, an overview of major identified PTMs and their respective functions in fungi is provided, with a focus on filamentous fungi when knowledge is available. To date, most of these studies investigated histone acetylations and methylations, but the development of new methodologies and technologies increasingly allows the wider exploration of other PTMs, such as phosphorylation, ubiquitylation, sumoylation, and acylation. Considering the increasing number of known PTMs and the full range of their possible interactions, investigations of the subsequent Histone Code, i.e., the biological consequence of the combinatorial language of all histone PTMs, from a functional point of view, are exponentially complex. Better knowledge about histone PTMs would make it possible to efficiently fight plant or human contamination, avoid the production of toxic secondary metabolites, or optimize the industrial biosynthesis of certain beneficial compounds.
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Affiliation(s)
| | - Claudia Bank
- Instituto Gulbenkian de Ciência, 2780-156 Oeiras, Portugal
- Department of Biology, Institute for Ecology and Evolution, University of Bern, 3012 Bern, Switzerland
- Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
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Fey SB, Kremer CT, Layden TJ, Vasseur DA. Resolving the consequences of gradual phenotypic plasticity for populations in variable environments. ECOL MONOGR 2021. [DOI: 10.1002/ecm.1478] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Samuel B. Fey
- Department of Biology Reed College Portland Oregon 97202 USA
| | - Colin T. Kremer
- W.K. Kellogg Biological Station Michigan State University Hickory Corners Michigan 49060 USA
- Department of Ecology and Evolutionary Biology University of California Los Angeles Los Angeles California 90096 USA
| | | | - David A. Vasseur
- Department of Ecology and Evolutionary Biology Yale University 165 Prospect Street New Haven Connecticut 06520 USA
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Nagaoka N, Naoe S, Takano-Masuya Y, Sakai S. Green greenhouse: leaf enclosure for fruit development of an androdioecious vine, Schizopepon bryoniifolius. Proc Biol Sci 2020; 287:20201718. [PMID: 33023418 PMCID: PMC7657851 DOI: 10.1098/rspb.2020.1718] [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: 07/16/2020] [Accepted: 09/16/2020] [Indexed: 11/12/2022] Open
Abstract
Individual plants can produce leaves that differ substantially in size, morphology and many other traits. However, leaves that play a specific role in reproduction have rarely been reported. Here, we report leaves specialized to enclose fruit clusters and enhance seed production in an annual vine, Schizopepon bryoniifolius. Enclosure leaves were produced at the end of the growing season in late autumn. They were different in greenness and structure from other leaves. Under solar radiation, the ambient temperature inside an intact enclosure was up to 4.6°C higher than that near a fruit cluster whose enclosure leaves had been removed. We found that enclosures were thicker at colder sites. Removal of enclosing leaves negatively affected fruit survival and/or growth, but we could not identify the exact mechanism. The results suggested that enclosures allow the plant to produce seeds under the cold weather the plant encounters at the end of its life. Vegetative and reproductive traits of plants have usually been studied separately. This study indicates how they can dynamically interact, as shown by an examination of associations among leaf and reproductive trait changes according to life stages.
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Affiliation(s)
- Nobuyuki Nagaoka
- Yamagata Prefectural Natural Museum Park, Ubagatake 159, Shizu, Nishikawa-cho, Nishi-Murayama-gun 990-0734, Japan
| | - Shoji Naoe
- Tohoku Research Center, Forestry and Forest Products Research Institute, Nabeyashiki, Shimokuriyagawa 92-25, Morioka 020-0123, Japan
| | - Yu Takano-Masuya
- Yamagata Prefectural Natural Museum Park, Ubagatake 159, Shizu, Nishikawa-cho, Nishi-Murayama-gun 990-0734, Japan
| | - Shoko Sakai
- Center for Ecological Research, Kyoto University, Hirano 2-509-3, Otsu 520-2113, Japan
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Kronholm I, Ormsby T, McNaught KJ, Selker EU, Ketola T. Marked Neurospora crassa Strains for Competition Experiments and Bayesian Methods for Fitness Estimates. G3 (BETHESDA, MD.) 2020; 10:1261-1270. [PMID: 32001556 PMCID: PMC7144071 DOI: 10.1534/g3.119.400632] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Accepted: 01/27/2020] [Indexed: 01/17/2023]
Abstract
The filamentous fungus Neurospora crassa, a model microbial eukaryote, has a life cycle with many features that make it suitable for studying experimental evolution. However, it has lacked a general tool for estimating relative fitness of different strains in competition experiments. To remedy this need, we constructed N. crassa strains that contain a modified csr-1 locus and developed an assay for detecting the proportion of the marked strain using a post PCR high resolution melting assay. DNA extraction from spore samples can be performed on 96-well plates, followed by a PCR step, which allows many samples to be processed with ease. Furthermore, we suggest a Bayesian approach for estimating relative fitness from competition experiments that takes into account the uncertainty in measured strain proportions. We show that there is a fitness effect of the mating type locus, as mating type mat a has a higher competitive fitness than mat A The csr-1* marker also has a small fitness effect, but is still a suitable marker for competition experiments. As a proof of concept, we estimate the fitness effect of the qde-2 mutation, a gene in the RNA interference pathway, and show that its competitive fitness is lower than what would be expected from its mycelial growth rate alone.
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Affiliation(s)
- Ilkka Kronholm
- Department of Biological and Environmental Sciences, University of Jyväskylä, FI-40014 Jyväskylä, Finland
| | | | | | | | - Tarmo Ketola
- Department of Biological and Environmental Sciences, University of Jyväskylä, FI-40014 Jyväskylä, Finland
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