Literature DB >> 33081646

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

Marcel Weiß1,2, Sebastian E Ahnert3,4.   

Abstract

Genotype-phenotype (GP) maps describe the relationship between biological sequences and structural or functional outcomes. They can be represented as networks in which genotypes are the nodes, and one-point mutations between them are the edges. The genotypes that map to the same phenotype form subnetworks consisting of one or multiple disjoint connected components-so-called neutral components (NCs). For the GP map of RNA secondary structure, the NCs have been found to exhibit distinctive network features that can affect the dynamical processes taking place on them. Here, we focus on the community structure of RNA secondary structure NCs. Building on previous findings, we introduce a method to reveal the hierarchical community structure solely from the sequence constraints and composition of the genotypes that form a given NC. Thereby, we obtain modularity values similar to common community detection algorithms, which are much more complex. From this knowledge, we endorse a sampling method that allows a fast exploration of the different communities of a given NC. Furthermore, we introduce a way to estimate the community structure from genotype samples, which is useful when an exhaustive analysis of the NC is not feasible, as is the case for longer sequence lengths.

Keywords:  RNA secondary structure; community structure; genotype–phenotype map; network

Mesh:

Substances:

Year:  2020        PMID: 33081646      PMCID: PMC7653385          DOI: 10.1098/rsif.2020.0608

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


  29 in total

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Review 7.  On the networked architecture of genotype spaces and its critical effects on molecular evolution.

Authors:  Jacobo Aguirre; Pablo Catalán; José A Cuesta; Susanna Manrubia
Journal:  Open Biol       Date:  2018-07       Impact factor: 6.411

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Authors:  José Aguilar-Rodríguez; Leto Peel; Massimo Stella; Andreas Wagner; Joshua L Payne
Journal:  Evolution       Date:  2018-05-25       Impact factor: 3.694

9.  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

10.  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

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  1 in total

1.  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

  1 in total

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