Violations of robustness trade‐offs

Abstract Biological robustness is a principle that may shed light on system‐level characteristics of biological systems. One intriguing aspect of the concept of biological robustness is the possible existence of intrinsic trade‐offs among robustness, fragility, performance, and so on. At the same ti...

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Main Author: Hiroaki Kitano
Format: Article
Language:English
Published: Springer Nature 2010-06-01
Series:Molecular Systems Biology
Subjects:
Online Access:https://doi.org/10.1038/msb.2010.40
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author Hiroaki Kitano
author_facet Hiroaki Kitano
author_sort Hiroaki Kitano
collection DOAJ
description Abstract Biological robustness is a principle that may shed light on system‐level characteristics of biological systems. One intriguing aspect of the concept of biological robustness is the possible existence of intrinsic trade‐offs among robustness, fragility, performance, and so on. At the same time, whether such trade‐offs hold regardless of the situation or hold only under specific conditions warrants careful investigation. In this paper, we reassess this concept and argue that biological robustness may hold only when a system is sufficiently optimized and that it may not be conserved when there is room for optimization in its design. Several testable predictions and implications for cell culture experiments are presented.
format Article
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spelling doaj-art-aea03fe497204bfaa6be66f70e6706e32025-08-20T02:18:25ZengSpringer NatureMolecular Systems Biology1744-42922010-06-01611810.1038/msb.2010.40Violations of robustness trade‐offsHiroaki Kitano0The Systems Biology InstituteAbstract Biological robustness is a principle that may shed light on system‐level characteristics of biological systems. One intriguing aspect of the concept of biological robustness is the possible existence of intrinsic trade‐offs among robustness, fragility, performance, and so on. At the same time, whether such trade‐offs hold regardless of the situation or hold only under specific conditions warrants careful investigation. In this paper, we reassess this concept and argue that biological robustness may hold only when a system is sufficiently optimized and that it may not be conserved when there is room for optimization in its design. Several testable predictions and implications for cell culture experiments are presented.https://doi.org/10.1038/msb.2010.40evolutionportfolio selectionrobustnesssuboptimalitytrade‐offs
spellingShingle Hiroaki Kitano
Violations of robustness trade‐offs
Molecular Systems Biology
evolution
portfolio selection
robustness
suboptimality
trade‐offs
title Violations of robustness trade‐offs
title_full Violations of robustness trade‐offs
title_fullStr Violations of robustness trade‐offs
title_full_unstemmed Violations of robustness trade‐offs
title_short Violations of robustness trade‐offs
title_sort violations of robustness trade offs
topic evolution
portfolio selection
robustness
suboptimality
trade‐offs
url https://doi.org/10.1038/msb.2010.40
work_keys_str_mv AT hiroakikitano violationsofrobustnesstradeoffs