Literature DB >> 33419455

Evolution of regulatory networks associated with traits under selection in cichlids.

Tarang K Mehta1, Christopher Koch2, Will Nash1, Sara A Knaack3, Padhmanand Sudhakar1,4, Marton Olbei1,4, Sarah Bastkowski1,4, Luca Penso-Dolfin1, Tamas Korcsmaros1,4, Wilfried Haerty1, Sushmita Roy5,6,7, Federica Di-Palma8,9,10.   

Abstract

BACKGROUND: Seminal studies of vertebrate protein evolution speculated that gene regulatory changes can drive anatomical innovations. However, very little is known about gene regulatory network (GRN) evolution associated with phenotypic effect across ecologically diverse species. Here we use a novel approach for comparative GRN analysis in vertebrate species to study GRN evolution in representative species of the most striking examples of adaptive radiations, the East African cichlids. We previously demonstrated how the explosive phenotypic diversification of East African cichlids can be attributed to diverse molecular mechanisms, including accelerated regulatory sequence evolution and gene expression divergence.
RESULTS: To investigate these mechanisms across species at a genome-wide scale, we develop a novel computational pipeline that predicts regulators for co-extant and ancestral co-expression modules along a phylogeny, and candidate regulatory regions associated with traits under selection in cichlids. As a case study, we apply our approach to a well-studied adaptive trait-the visual system-for which we report striking cases of network rewiring for visual opsin genes, identify discrete regulatory variants, and investigate their association with cichlid visual system evolution. In regulatory regions of visual opsin genes, in vitro assays confirm that transcription factor binding site mutations disrupt regulatory edges across species and segregate according to lake species phylogeny and ecology, suggesting GRN rewiring in radiating cichlids.
CONCLUSIONS: Our approach reveals numerous novel potential candidate regulators and regulatory regions across cichlid genomes, including some novel and some previously reported associations to known adaptive evolutionary traits.

Entities:  

Keywords:  Cichlid; Co-expression; Gene regulatory network; Molecular evolution; Opsin

Year:  2021        PMID: 33419455      PMCID: PMC7791837          DOI: 10.1186/s13059-020-02208-8

Source DB:  PubMed          Journal:  Genome Biol        ISSN: 1474-7596            Impact factor:   13.583


  75 in total

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Journal:  Science       Date:  1977-06-10       Impact factor: 47.728

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Authors:  Isabelle S Peter; Eric H Davidson
Journal:  Cell       Date:  2011-03-18       Impact factor: 41.582

9.  Inference and Evolutionary Analysis of Genome-Scale Regulatory Networks in Large Phylogenies.

Authors:  Christopher Koch; Jay Konieczka; Toni Delorey; Ana Lyons; Amanda Socha; Kathleen Davis; Sara A Knaack; Dawn Thompson; Erin K O'Shea; Aviv Regev; Sushmita Roy
Journal:  Cell Syst       Date:  2017-05-24       Impact factor: 10.304

10.  Arboretum: reconstruction and analysis of the evolutionary history of condition-specific transcriptional modules.

Authors:  Sushmita Roy; Ilan Wapinski; Jenna Pfiffner; Courtney French; Amanda Socha; Jay Konieczka; Naomi Habib; Manolis Kellis; Dawn Thompson; Aviv Regev
Journal:  Genome Res       Date:  2013-05-02       Impact factor: 9.043

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  4 in total

1.  Evolution of miRNA-Binding Sites and Regulatory Networks in Cichlids.

Authors:  Tarang K Mehta; Luca Penso-Dolfin; Will Nash; Sushmita Roy; Federica Di-Palma; Wilfried Haerty
Journal:  Mol Biol Evol       Date:  2022-07-02       Impact factor: 8.800

Review 2.  Common Themes and Future Challenges in Understanding Gene Regulatory Network Evolution.

Authors:  Isabella Schember; Marc S Halfon
Journal:  Cells       Date:  2022-02-01       Impact factor: 6.600

3.  High performance single-cell gene regulatory network inference at scale: The Inferelator 3.0.

Authors:  Claudia Skok Gibbs; Christopher A Jackson; Giuseppe-Antonio Saldi; Andreas Tjärnberg; Aashna Shah; Aaron Watters; Nicholas De Veaux; Konstantine Tchourine; Ren Yi; Tymor Hamamsy; Dayanne M Castro; Nicholas Carriero; Bram L Gorissen; David Gresham; Emily R Miraldi; Richard Bonneau
Journal:  Bioinformatics       Date:  2022-02-21       Impact factor: 6.931

4.  Multilayered Networks of SalmoNet2 Enable Strain Comparisons of the Salmonella Genus on a Molecular Level.

Authors:  Marton Olbei; Balazs Bohar; David Fazekas; Matthew Madgwick; Padhmanand Sudhakar; Isabelle Hautefort; Aline Métris; Jozsef Baranyi; Robert A Kingsley; Tamas Korcsmaros
Journal:  mSystems       Date:  2022-08-01       Impact factor: 7.324

  4 in total

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