Litcius/Paper detail

High throughput sequencing of <i>in vitro</i> selections of mRNA-displayed peptides: data analysis and applications

Celia Blanco, Samuel Verbanic, Burckhard Seelig, Irene A. Chen

2020Physical Chemistry Chemical Physics14 citationsDOIOpen Access PDF

Abstract

In vitro selection using mRNA display is currently a widely used method to isolate functional peptides with desired properties. The analysis of high throughput sequencing (HTS) data from in vitro evolution experiments has proven to be a powerful technique but only recently has it been applied to mRNA display selections. In this Perspective, we introduce aspects of mRNA display and HTS that may be of interest to physical chemists. We highlight the potential of HTS to analyze in vitro selections of peptides and review recent advances in the application of HTS analysis to mRNA display experiments. We discuss some possible issues involved with HTS analysis and summarize some strategies to alleviate them. Finally, the potential for future impact of advancing HTS analysis on mRNA display experiments is discussed.

Topics & Concepts

ThroughputComputational biologyMessenger RNASelection (genetic algorithm)DNA sequencingBiologyComputer scienceGeneticsGeneMachine learningTelecommunicationsWirelessRNA and protein synthesis mechanismsMonoclonal and Polyclonal Antibodies ResearchViral Infectious Diseases and Gene Expression in Insects