2018
DOI: 10.1098/rstb.2017.0105
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Evolutionary trade-offs and the structure of polymorphisms

Abstract: Populations of organisms show genetic differences called polymorphisms. Understanding the effects of polymorphisms is important for biology and medicine. Here, we ask which polymorphisms occur at high frequency when organisms evolve under trade-offs between multiple tasks. Multiple tasks present a problem, because it is not possible to be optimal at all tasks simultaneously and hence compromises are necessary. Recent work indicates that trade-offs lead to a simple geometry of phenotypes in the space of traits:… Show more

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Cited by 16 publications
(9 citation statements)
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References 41 publications
(65 reference statements)
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“…In connecting intratumor heterogeneity with intertumor diversity, one prediction based on concepts from ecology 45,46 is called “evolution along lines of least genetic resistance”—the finding that the main axes of variations between individuals in a given species is aligned with variation between species in the same taxon. In the case of cancer, single cells and tumors may play the role of individuals and species so that variation between single cells in a tumor will align with variation between different tumors because of the shared tasks 23 .…”
Section: Resultsmentioning
confidence: 99%
“…In connecting intratumor heterogeneity with intertumor diversity, one prediction based on concepts from ecology 45,46 is called “evolution along lines of least genetic resistance”—the finding that the main axes of variations between individuals in a given species is aligned with variation between species in the same taxon. In the case of cancer, single cells and tumors may play the role of individuals and species so that variation between single cells in a tumor will align with variation between different tumors because of the shared tasks 23 .…”
Section: Resultsmentioning
confidence: 99%
“…Archetypal analysis has been used on systems ranging from cancer to development in order to explore heterogeneous gene expression by finding archetypes, or "pure subtypes," in gene expression space that best explain the heterogeneity seen in the samples. [37][38][39][40][41][42][43][44][45][46] Using AA on SCLC cells from cell lines and tumors gives us the flexibility to understand how plastic cells may pass through intermediate states, 26,47 which cannot be described in a discrete-clustering framework, to transition between subtypes.…”
Section: Introductionmentioning
confidence: 99%
“…Future work can test the present framework at the level of single-cell variation inside a tumor Tirosh et al, 2016;Kim et al, 2018). One prediction, based on concepts from ecology (Schluter, 1996;Sheftel et al, 2018) is called "evolution along lines of least genetic resistance"-the finding that the main axes of variations between individuals in a given species is aligned with variation between species in the same taxon. This predicts, in the case of cancer, that variation between single cells in a tumor will align with variation between different tumors, because of the shared tasks .…”
Section: Discussionmentioning
confidence: 99%