Deuteros 2.0: Peptide-level significance testing of data from hydrogen deuterium exchange mass spectrometry

05/17/2020
by   Andy M. Lau, et al.
0

Summary: Hydrogen deuterium exchange mass spectrometry (HDX-MS) is becoming increasing routine for monitoring changes in the structural dynamics of proteins. Differential HDX-MS allows comparison of individual protein states, such as in the absence or presence of a ligand. This can be used to attribute changes in conformation to binding events, allowing the mapping of entire con-formational networks. As such, the number of necessary cross-state comparisons quickly increas-es as additional states are introduced to the system of study. There are currently very few software packages available that offer quick and informative comparison of HDX-MS datasets and even few-er which offer statistical analysis and advanced visualization. Following the feedback from our origi-nal software Deuteros, we present Deuteros 2.0 which has been redesigned from the ground up to fulfil a greater role in the HDX-MS analysis pipeline. Deuteros 2.0 features a repertoire of facilities for back exchange correction, data summarization, peptide-level statistical analysis and advanced data plotting features. Availability: Deuteros 2.0 can be downloaded from https://github.com/andymlau/Deuteros_2.0 under the Apache 2.0 license. Installation of Deuteros 2.0 requires the MATLAB Runtime Library available free of charge from MathWorks (https://www.mathworks.com/products/compiler/matlab-runtime.html) and is available for both Windows and Mac operating systems.

READ FULL TEXT
research
06/15/2021

Rcall: Calling R from Matlab

Summary: R and Matlab are two high-level scientific programming language...
research
01/12/2022

Design and Development of PCN-Miner: A tool for the Analysis of Protein Contact Networks

Protein Contact Network (PCN) is a powerful tool for analysing the struc...
research
02/03/2019

GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry using Genetic Algorithm

Proteomics is the large-scale analysis of the proteins. The common metho...
research
08/31/2023

MS-BioGraphs: Sequence Similarity Graph Datasets

Progress in High-Performance Computing in general, and High-Performance ...
research
04/08/2018

YOLOv3: An Incremental Improvement

We present some updates to YOLO! We made a bunch of little design change...
research
09/12/2021

Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge

This paper gives a detailed description of the pipelines used for the 2n...
research
03/23/2022

DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers

De novo peptide sequencing aims to recover amino acid sequences of a pep...

Please sign up or login with your details

Forgot password? Click here to reset