Macro-level Modeling of the Response of C. elegans Reproduction to Chronic Heat Stress
Author(s) -
Patrick D. McMullen,
Erin Z. Aprison,
Peter B. Winter,
Luı́s A. Nunes Amaral,
Richard I. Morimoto,
Ilya Ruvinsky
Publication year - 2012
Publication title -
plos computational biology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.628
H-Index - 182
eISSN - 1553-7358
pISSN - 1553-734X
DOI - 10.1371/journal.pcbi.1002338
Subject(s) - macro , systems biology , heat stress , caenorhabditis elegans , organism , biological system , computer science , biology , model organism , reproduction , fight or flight response , ecology , computational biology , genetics , zoology , gene , programming language
A major goal of systems biology is to understand how organism-level behavior arises from a myriad of molecular interactions. Often this involves complex sets of rules describing interactions among a large number of components. As an alternative, we have developed a simple, macro-level model to describe how chronic temperature stress affects reproduction in C. elegans . Our approach uses fundamental engineering principles, together with a limited set of experimentally derived facts, and provides quantitatively accurate predictions of performance under a range of physiologically relevant conditions. We generated detailed time-resolved experimental data to evaluate the ability of our model to describe the dynamics of C. elegans reproduction. We find considerable heterogeneity in responses of individual animals to heat stress, which can be understood as modulation of a few processes and may represent a strategy for coping with the ever-changing environment. Our experimental results and model provide quantitative insight into the breakdown of a robust biological system under stress and suggest, surprisingly, that the behavior of complex biological systems may be determined by a small number of key components.
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