Literature DB >> 32429824

Using small samples to estimate neutral component size and robustness in the genotype-phenotype map of RNA secondary structure.

Marcel Weiß1,2, Sebastian E Ahnert1,2.   

Abstract

In genotype-phenotype (GP) maps, the genotypes that map to the same phenotype are usually not randomly distributed across the space of genotypes, but instead are predominantly connected through one-point mutations, forming network components that are commonly referred to as neutral components (NCs). Because of their impact on evolutionary processes, the characteristics of these NCs, like their size or robustness, have been studied extensively. Here, we introduce a framework that allows the estimation of NC size and robustness in the GP map of RNA secondary structure. The advantage of this framework is that it only requires small samples of genotypes and their local environment, which also allows experimental realizations. We verify our framework by applying it to the exhaustively analysable GP map of RNA sequence length L = 15, and benchmark it against an existing method by applying it to longer, naturally occurring functional non-coding RNA sequences. Although it is specific to the RNA secondary structure GP map in the first place, our framework can probably be transferred and adapted to other sequence-to-structure GP maps.

Keywords:  RNA secondary structure; genotype–phenotype map; neutral network; robustness

Mesh:

Substances:

Year:  2020        PMID: 32429824      PMCID: PMC7276537          DOI: 10.1098/rsif.2019.0784

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  31 in total

Review 1.  Modelling 'evo-devo' with RNA.

Authors:  Walter Fontana
Journal:  Bioessays       Date:  2002-12       Impact factor: 4.345

2.  Modelling neutral and selective evolution of protein folding.

Authors:  D J Lipman; W J Wilbur
Journal:  Proc Biol Sci       Date:  1991-07-22       Impact factor: 5.349

3.  Evolutionary dynamics in a simple model of self-assembly.

Authors:  Iain G Johnston; Sebastian E Ahnert; Jonathan P K Doye; Ard A Louis
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2011-06-13

4.  Emergence of preferred structures in a simple model of protein folding.

Authors:  H Li; R Helling; C Tang; N Wingreen
Journal:  Science       Date:  1996-08-02       Impact factor: 47.728

5.  The robustness and evolvability of transcription factor binding sites.

Authors:  Joshua L Payne; Andreas Wagner
Journal:  Science       Date:  2014-02-21       Impact factor: 47.728

6.  Statistical geometry in sequence space: a method of quantitative comparative sequence analysis.

Authors:  M Eigen; R Winkler-Oswatitsch; A Dress
Journal:  Proc Natl Acad Sci U S A       Date:  1988-08       Impact factor: 11.205

7.  Neutral network sizes of biological RNA molecules can be computed and are not atypically small.

Authors:  Thomas Jörg; Olivier C Martin; Andreas Wagner
Journal:  BMC Bioinformatics       Date:  2008-10-30       Impact factor: 3.169

8.  The Functional RNA Database 3.0: databases to support mining and annotation of functional RNAs.

Authors:  Toutai Mituyama; Kouichirou Yamada; Emi Hattori; Hiroaki Okida; Yukiteru Ono; Goro Terai; Aya Yoshizawa; Takashi Komori; Kiyoshi Asai
Journal:  Nucleic Acids Res       Date:  2008-10-23       Impact factor: 16.971

9.  Evolutionary plasticity and innovations in complex metabolic reaction networks.

Authors:  João F Matias Rodrigues; Andreas Wagner
Journal:  PLoS Comput Biol       Date:  2009-12-18       Impact factor: 4.475

10.  The organization of biological sequences into constrained and unconstrained parts determines fundamental properties of genotype-phenotype maps.

Authors:  S F Greenbury; S E Ahnert
Journal:  J R Soc Interface       Date:  2015-12-06       Impact factor: 4.118

View more
  4 in total

1.  Neutral components show a hierarchical community structure in the genotype-phenotype map of RNA secondary structure.

Authors:  Marcel Weiß; Sebastian E Ahnert
Journal:  J R Soc Interface       Date:  2020-10-21       Impact factor: 4.118

2.  Fast free-energy-based neutral set size estimates for the RNA genotype-phenotype map.

Authors:  Nora S Martin; Sebastian E Ahnert
Journal:  J R Soc Interface       Date:  2022-06-15       Impact factor: 4.293

3.  Insertions and deletions in the RNA sequence-structure map.

Authors:  Nora S Martin; Sebastian E Ahnert
Journal:  J R Soc Interface       Date:  2021-10-06       Impact factor: 4.118

4.  On the evolution and development of morphological complexity: A view from gene regulatory networks.

Authors:  Pascal F Hagolani; Roland Zimm; Renske Vroomans; Isaac Salazar-Ciudad
Journal:  PLoS Comput Biol       Date:  2021-02-24       Impact factor: 4.475

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.