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The evolutionary origins of multicellularity and development in experimental populations of digital organisms

The evolutionary origins of multicellularity and development in experimental populations of digital organisms
多细胞性的进化起源和数字生物实验群体的发展
批准号:
1655715
负责人:
Charles Ofria
金额:
$67.6万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-08-01 至 2022-07-31

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This project investigates fundamental questions about how evolution produces shifts in what it means to be an individual organism and how those shifts affect subsequent evolution. What is an individual organism varies greatly. With bacteria, an individual consists of a single cell, while in mammals individuals might have trillions of cells, all coordinating different roles (blood, skin, and so forth) Some species, such as the honey bee, form highly coordinated colonies (with queens, foragers, guards, and so forth) that behave like an individual organism. The evolution of previously distinct entities (cells or insects) into new types of unified individuals (bodies or colonies) are challenging to study because evolution occurs over long time scales. Instead, the researchers will use computer simulations in which they will manipulate environmental conditions to see how they promote or constrain the evolution of complex individuals. The researchers will also develop web-based software to let others easily explore these evolutionary transitions, with a goal of simplifying experimentation by fellow researchers, facilitating student learning, and promoting citizen science. This project will be divided into three conceptual stages: (1) Formation: Under what selective conditions do formerly solitary organisms unite to form a higher-level individual unit? (2) Differentiation: Once higher-level units have been formed, how do the preexisting traits of the lower-level individuals (such as phenotypic plasticity or environmental interactions) influence the evolution of division-of-labor strategies? (3) Complexification: How do different types of division-of-labor mechanisms facilitate the evolution of new, more complex features (such as developmental patterns or tightly-coordinated task performance)? The researchers will use an experimental-evolution approach with digital study organisms that operate in a 2D virtual world. Digital evolution systems allow the researchers to observe all genomes in a population, track all interactions, and record perfect phylogenies. Each digital cell has a fully-functional genetic program, theoretically capable of performing any algorithmic processes. Evolution in these systems frequently produce unexpected survival strategies with complex environmental and inter-cellular interactions, far beyond a traditional simulation. Probing the conditions that produce major transitions in an open-ended and transparent system will contribute to a deeper understanding of our natural origins, generate numerous hypotheses that can be tested concisely in laboratory experiments, and promote ideas for how computational algorithms can be produced that coordinate at a scale comparable to biological systems.
期刊论文(16)
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会议论文
Evolving event-driven programs with SignalGP
使用 SignalGP 改进事件驱动程序
DOI: 10.1145/3205455.3205523
发表时间: 2018
期刊: Proceedings of the Genetic and Evolutionary Computation Conference on - GECCO '18
影响因子: --
作者: [Lalejini, Alexander, Ofria, Charles]
通讯作者: Ofria, Charles
DOI: 10.1162/isal_a_00213
发表时间: 2019-07
期刊: Artificial Life Conference Proceedings
影响因子: --
作者: [Alexander Lalejini;Emily L. Dolson;Clifford Bohm;Austin J. Ferguson;David P. Parsons;P. F. Rainford;]
通讯作者: Alexander Lalejini;Emily L. Dolson;Clifford Bohm;Austin J. Ferguson;David P. Parsons;P. F. Rainford;
Hereditary Stratigraphy: Genome Annotations to Enable Phylogenetic Inference over Distributed Populations
遗传地层学:基因组注释可对分布式种群进行系统发育推断
DOI: 10.1162/isal_a_00550
发表时间: 2022
期刊: The 2022 Conference on Artificial Life (ALIFE 2022
影响因子: --
作者: [Moreno, Matthew Andres, Dolson, Emily, Ofria, Charles]
通讯作者: Ofria, Charles
Interpreting the Tape of Life: Ancestry-Based Analyses Provide Insights and Intuition about Evolutionary Dynamics
解释生命的磁带:基于祖先的分析提供了有关进化动力学的见解和直觉
DOI: 10.1162/artl_a_00313
发表时间: 2020
期刊: Artificial Life
影响因子: 2.6
作者: [Dolson, Emily, Lalejini, Alexander, Jorgensen, Steven, Ofria, Charles]
通讯作者: Ofria, Charles
15
    BEACON: An NSF Center for the Study of Evolution in Action
    • 批准号:
      0939454
    • 项目类别:
      Cooperative Agreement
    • 资助金额:
      $2499.91万
    • 财政年份:
      2010
    • 负责人:
      Charles Ofria
    • 依托单位:
    CAREER: Digital Evolution and Biocomplexity - From Biological Theory to Computational Applications
    • 批准号:
      0643952
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $40.0万
    • 财政年份:
      2007
    • 负责人:
      Charles Ofria
    • 依托单位:
    BIC: EMT: Reimagining Evolutionary Computation
    • 批准号:
      0523449
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $30.0万
    • 财政年份:
      2005
    • 负责人:
      Charles Ofria
    • 依托单位:
    海外基金