NMR spectral analysis using prior knowledge
- 1. Laboratory for Biomolecular Structure and Dynamics, Cell Dynamics Research Core, RIKEN Quantitative Biology Center, Yokohama (Japan)
- 2. Department of Complexity Science and Engineering, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa (Japan)
Description
Signal assignment is a fundamental step for analyses of protein structure and dynamics with nuclear magnetic resonance (NMR). Main-chain signal assignment is achieved with a sequential assignment method and/or an amino-acid selective stable isotope labeling (AASIL) method. Combinatorial selective labeling (CSL) methods, as well as our labeling strategy, stable isotope encoding (SiCode), were developed to reduce the required number of labeled samples, since one of the drawbacks of AASIL is that many samples are needed. Signal overlapping in NMR spectra interferes with amino-acid determination by CSL and SiCode. Since spectral deconvolution by peak fitting with a gradient method cannot resolve closely overlapped signals, we developed a new method to perform both peak fitting and amino acid determination simultaneously, with a replica exchange Monte Carlo method, incorporating prior knowledge of stable-isotope labeling ratios and the amino-acid sequence of the protein. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1742-6596/699/1/012003Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Physics. Conference Series (Online)
- Journal Volume
- 699
- Journal Issue
- 1
- Journal Page Range
- [12 p.]
- ISSN
- 1742-6596
Conference
- Title
- International meeting on high-dimensional data-driven science
- Acronym
- HD3-2015
- Dates
- 14-17 Dec 2015
- Place
- Kyoto (Japan)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 47117755
- Subject category
- S75: CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- MONTE CARLO METHOD; NMR SPECTRA; NUCLEAR MAGNETIC RESONANCE; PROTEIN STRUCTURE; PROTEINS; STABLE ISOTOPES
- Descriptors DEC
- CALCULATION METHODS; ISOTOPES; MAGNETIC RESONANCE; ORGANIC COMPOUNDS; RESONANCE; SPECTRA