Coder Social home page Coder Social logo

rhodopsinsreview's Introduction

Data for "Microbial Rhodopsins: The Last Two Decades"

The repository contains sequences, trimmed alignment, the best phylogenetic tree and metadata for known rhodopsin families used in Microbial Rhodopsins: The Last Two Decades.

A phylogenetic tree of representative microbial rhodopsins from the different families

The tree is based on representatives from (mostly) characterized rhodopsin families. Representative sequences were taken from UniRef50 and a custom database of 50%-identity clusters of channelrhodopsins and aligned with mafft using the iterative method with local pairwise alignment and trimmed at positions with >10% alignment gaps to produce a final alignment of 315 protein sequences with a total alignment length of 186 residues. Phylogeny was reconstructed with iqtree with an automatic model selection and 1000 ultra-fast bootstrap iterations, NNI perturbation strength of 0.2 and an upper limit of unsuccessful iterations of 500. The search was repeated 100 times and the best-scoring tree was chosen. Branches with a support of less than 70 are collapsed and support values of 95-100 are indicated with dots. The tree is formally unrooted. Note that the position of the schizorhodopsins on this tree differs markedly from the previous reconstruction, which likely reflects the presence of conflicts in the alignment and thus the precise position of this family remains to be investigated.

Note that only a minority of the selected sequences have been experimentally characterized and not all of the characterized rhodopsins have been included in the dataset.

Files in the repository

  • data/rhodopsins.fasta - selected rhodopsin cluster representatives
  • data/rhodopsins_trimmed.fasta - trimmed alignment used for phylogeny reconstruction
  • iqtree/* - iqtree output files
  • metadata/metadata.csv - metadata

Metadata structure

Column Description
ID Sequence ID
Source Source database
Organism Organism
Organism ID NCBI taxonomy ID
Lineage Taxonomic lineage
Subfamily Rhodopsin clade/subfamily
Sequence Amino acid sequence
Symbol Protein symbol/alias
Activity reference Reference for activity for characterized proteins

rhodopsinsreview's People

Contributors

alephreish avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.