ArticleBMC systems biology2015
Evolutionary tradeoffs, Pareto optimality and the morphology of ammonite shells.
Article in BMC systems biology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.
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Who cites it
45 citing papers in PubMed.
- The exact mathematical form of the Pareto principle.Theory in biosciences = Theorie in den Biowissenschaften · 2026Article
- Optimality as a framework for understanding developmental robustness.Trends in cell biology · 2026Review
- Chronic pain is linked to a resting-state neural archetype that optimizes learning from punishments.bioRxiv : the preprint server for biology · 2025Article
- Adaptive landscapes unveil the complex evolutionary path from sprawling to upright forelimb function and posture in mammals.PLoS biology · 2025Article
- Diffusion Smart-seq3 of breast cancer spheroids to explore spatial tumor biology and test evolutionary principles of tumor heterogeneity.Scientific reports · 2025Article
- The emergence of nonlinear evolutionary trade-offs and the maintenance of genetic polymorphisms.Biology letters · 2024Article
- Tetrapod sperm length evolution in relation to body mass is shaped by multiple trade-offs.Nature communications · 2024Article
- The Emergence of Non-Linear Evolutionary Trade-offs and the Maintenance of Genetic Polymorphisms.bioRxiv : the preprint server for biology · 2024Article
- To what extent are ephippia of Mexican Anomopoda (Crustacea, Cladocera) identifiable?ZooKeys · 2024Article
- Pareto task inference analysis reveals cellular trade-offs in diffuse large B-Cell lymphoma transcriptomic data.Frontiers in systems biology · 2024Article
- Pareto optimality, economy-effectiveness trade-offs and ion channel degeneracy: improving population modelling for single neurons.Open biology · 2022Review
- Grouping behaviour impacts on the parasitic pressure and squamation of sharks.Proceedings. Biological sciences · 2022Article
- Body-axis organization in tetrapods: a model-system to disentangle the developmental origins of convergent evolution in deep time.Biology letters · 2022Review
- Increasing morphological disparity and decreasing optimality for jaw speed and strength during the radiation of jawed vertebrates.Science advances · 2022Article
- Controls for Phylogeny and Robust Analysis in Pareto Task Inference.Molecular biology and evolution · 2022Article
- Stability-Maneuverability Tradeoffs Provided Diverse Functional Opportunities to Shelled Cephalopods.Integrative organismal biology (Oxford, England) · 2022Article
- Rampant False Detection of Adaptive Phenotypic Optimization by ParTI-Based Pareto Front Inference.Molecular biology and evolution · 2021Article
- Buoyancy control in ammonoid cephalopods refined by complex internal shell architecture.Scientific reports · 2021Article
- Principles of dengue virus evolvability derived from genotype-fitness maps in human and mosquito cells.eLife · 2021Article
- Learning Extremal Representations with Deep Archetypal Analysis.International journal of computer vision · 2021Article
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3 authors.
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Abstract
backgroundOrganisms that need to perform multiple tasks face a fundamental tradeoff: no design can be optimal at all tasks at once. Recent theory based on Pareto optimality showed that such tradeoffs lead to a highly defined range of phenotypes, which lie in low-dimensional polyhedra in the space of traits. The vertices of these polyhedra are called archetypes- the phenotypes that are optimal at a single task. To rigorously test this theory requires measurements of thousands of species over hundreds of millions of years of evolution. Ammonoid fossil shells provide an excellent model system for this purpose. Ammonoids have a well-defined geometry that can be parameterized using three dimensionless features of their logarithmic-spiral-shaped shells. Their evolutionary history includes repeated mass extinctions.
resultsWe find that ammonoids fill out a pyramid in morphospace, suggesting five specific tasks - one for each vertex of the pyramid. After mass extinctions, surviving species evolve to refill essentially the same pyramid, suggesting that the tasks are unchanging. We infer putative tasks for each archetype, related to economy of shell material, rapid shell growth, hydrodynamics and compactness.
conclusionsThese results support Pareto optimality theory as an approach to study evolutionary tradeoffs, and demonstrate how this approach can be used to infer the putative tasks that may shape the natural selection of phenotypes.
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