First explore, then settle: a theoretical analysis of evolvability as a driver of adaptation
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arXiv
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| Format: | Preprint |
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2024
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| author | Jiménez-Sánchez, Juan Ortega-Sabater, Carmen Maini, Philip K. Pérez-García, Víctor M. Lorenzi, Tommaso |
| author_facet | Jiménez-Sánchez, Juan Ortega-Sabater, Carmen Maini, Philip K. Pérez-García, Víctor M. Lorenzi, Tommaso |
| contents | Evolvability is defined as the ability of a population to generate heritable variation to facilitate its adaptation to new environments or selection pressures. In this article, we consider evolvability as a phenotypic trait subject to evolution and discuss its implications in the adaptation of populations of asexual individuals. We explore the evolutionary dynamics of an actively proliferating population of individuals, subject to changes in their proliferative potential and their evolvability, through mathematical simulations of a stochastic individual-based model and its deterministic continuum counterpart. We find robust adaptive trajectories that rely on individuals with high evolvability rapidly exploring the phenotypic landscape and reaching the proliferative potential with the highest fitness. The strength of selection on the proliferative potential, and the cost associated with evolvability, can alter these trajectories such that, if both are sufficiently constraining, highly evolvable populations can become extinct in our individual-based model simulations. We explore the impact of this interaction at various scales, discussing its effects in undisturbed environments and also in disrupted contexts, such as cancer. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_06392 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | First explore, then settle: a theoretical analysis of evolvability as a driver of adaptation Jiménez-Sánchez, Juan Ortega-Sabater, Carmen Maini, Philip K. Pérez-García, Víctor M. Lorenzi, Tommaso Populations and Evolution Evolvability is defined as the ability of a population to generate heritable variation to facilitate its adaptation to new environments or selection pressures. In this article, we consider evolvability as a phenotypic trait subject to evolution and discuss its implications in the adaptation of populations of asexual individuals. We explore the evolutionary dynamics of an actively proliferating population of individuals, subject to changes in their proliferative potential and their evolvability, through mathematical simulations of a stochastic individual-based model and its deterministic continuum counterpart. We find robust adaptive trajectories that rely on individuals with high evolvability rapidly exploring the phenotypic landscape and reaching the proliferative potential with the highest fitness. The strength of selection on the proliferative potential, and the cost associated with evolvability, can alter these trajectories such that, if both are sufficiently constraining, highly evolvable populations can become extinct in our individual-based model simulations. We explore the impact of this interaction at various scales, discussing its effects in undisturbed environments and also in disrupted contexts, such as cancer. |
| title | First explore, then settle: a theoretical analysis of evolvability as a driver of adaptation |
| topic | Populations and Evolution |
| url | https://arxiv.org/abs/2402.06392 |