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Open AccessJournal ArticleDOI

Diversity and evolution of coral fluorescent proteins

TLDR
The results highlight the extent of convergent or parallel evolution of the color diversity in corals, provide the foundation for experimental studies of evolutionary processes that led to color diversification, and enable a comparative analysis of structural determinants of different colors.
Abstract
GFP-like fluorescent proteins (FPs) are the key color determinants in reef-building corals (class Anthozoa, order Scleractinia) and are of considerable interest as potential genetically encoded fluorescent labels. Here we report 40 additional members of the GFP family from corals. There are three major paralogous lineages of coral FPs. One of them is retained in all sampled coral families and is responsible for the non-fluorescent purple-blue color, while each of the other two evolved a full complement of typical coral fluorescent colors (cyan, green, and red) and underwent sorting between coral groups. Among the newly cloned proteins are a “chromo-red” color type from Echinopora forskaliana (family Faviidae) and pink chromoprotein from Stylophora pistillata (Pocilloporidae), both evolving independently from the rest of coral chromoproteins. There are several cyan FPs that possess a novel kind of excitation spectrum indicating a neutral chromophore ground state, for which the residue E167 is responsible (numeration according to GFP from A. victoria). The chromoprotein from Acropora millepora is an unusual blue instead of purple, which is due to two mutations: S64C and S183T. We applied a novel probabilistic sampling approach to recreate the common ancestor of all coral FPs as well as the more derived common ancestor of three main fluorescent colors of the Faviina suborder. Both proteins were green such as found elsewhere outside class Anthozoa. Interestingly, a substantial fraction of the all-coral ancestral protein had a chromohore apparently locked in a non-fluorescent neutral state, which may reflect the transitional stage that enabled rapid color diversification early in the history of coral FPs. Our results highlight the extent of convergent or parallel evolution of the color diversity in corals, provide the foundation for experimental studies of evolutionary processes that led to color diversification, and enable a comparative analysis of structural determinants of different colors.

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Journal ArticleDOI

Fluorescent Proteins and Their Applications in Imaging Living Cells and Tissues

TL;DR: The structure, evolution, and function of GFP-like proteins and their numerous applications for in vivo imaging are focused on, with particular attention to recent techniques.
Journal ArticleDOI

Structure-Guided Evolution of Cyan Fluorescent Proteins Towards a Quantum Yield of 93%

TL;DR: Ayan variants of green fluorescent protein (CFPs) are widely used as donors in FRET experiments as mentioned in this paper, and a new CFP, mTurquoise2, is developed, which displays a high-fluorescence quantum yield and a long mono-exponential fluorescence lifetime.
Journal ArticleDOI

Unified rational protein engineering with sequence-based deep representation learning

TL;DR: Deep learning is applied to unlabeled amino-acid sequences to distill the fundamental features of a protein into a statistical representation that is semantically rich and structurally, evolutionarily and biophysically grounded and broadly applicable to unseen regions of sequence space.
Posted ContentDOI

Unified rational protein engineering with sequence-only deep representation learning

TL;DR: This work applies deep learning to unlabelled amino acid sequences to distill the fundamental features of a protein into a statistical representation that is semantically rich and structurally, evolutionarily, and biophysically grounded.
Journal ArticleDOI

Metagenomics: Tools and Insights for Analyzing Next-Generation Sequencing Data Derived from Biodiversity Studies

TL;DR: An overview of the sequencing technologies and how they are uniquely suited to various types of metagenomic studies is provided and future trends in the field are provided with respect to tools and technologies currently under development.
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The rapid generation of mutation data matrices from protein sequences

TL;DR: An efficient means for generating mutation data matrices from large numbers of protein sequences is presented, by means of an approximate peptide-based sequence comparison algorithm, which is fast enough to process the entire SWISS-PROT databank in 20 h on a Sun SPARCstation 1, and is fastenough to generate a matrix from a specific family or class of proteins in minutes.
Journal ArticleDOI

Probable Inference, the Law of Succession, and Statistical Inference

TL;DR: In this article, Probable Inference, the Law of Succession, and Statistical Inference are discussed, with a focus on the law of succession in probabilistic inference.
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