• Home
  • Search
  • SpecDB: A relational database for archiving biomolecular NMR spectral data
  • Cite Icon8
  • https://doi.org/10.1016/j.jmr.2022.107268Copy DOI Icon

SpecDB: A relational database for archiving biomolecular NMR spectral data

Show More
  • Abstract
  • PDF
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

NMR is a valuable experimental tool in the structural biologist’s toolkit to elucidate the structures, functions, and motions of biomolecules. The progress of machine learning, particularly in structural biology, reveals the critical importance of large, diverse, and reliable datasets in developing new methods and understanding in structural biology and science more broadly. Biomolecular NMR research groups produce large amounts of data, and there is renewed interest in organizing these data to train new, sophisticated machine learning architectures and to improve biomolecular NMR analysis pipelines. The foundational data type in NMR is the free-induction decay (FID). There are opportunities to build sophisticated machine learning methods to tackle long-standing problems in NMR data processing, resonance assignment, dynamics analysis, and structure determination using NMR FIDs. Our goal in this study is to provide a lightweight, broadly available tool for archiving FID data as it is generated at the spectrometer, and grow a new resource of FID data and associated metadata. This study presents a relational schema for storing and organizing the metadata items that describe an NMR sample and FID data, which we call Spectral Database (SpecDB). SpecDB is implemented in SQLite and includes a Python software library providing a command-line application to create, organize, query, backup, share, and maintain the database. This set of software tools and database schema allow users to store, organize, share, and learn from NMR time domain data. SpecDB is freely available under an open source license at https://github.rpi.edu/RPIBioinformatics/SpecDB.

Loading PDF

Similar Papers
  • Single Report
  • Citations1

Detectability of Neuronal Currents in Human Brain with Magnetic Resonance Spectroscopy.

  • Sep 01, 2012
  • Howland Jones +7
  • Research Article
  • Citations40

Evaluation of Patients with Paramyotonia at23Na MR Imaging during Cold-induced Weakness

  • Jun 14, 2006
  • Radiology
  • Marc-André Weber +9
  • Research Article
  • Citations1

SU‐F‐I‐23: 1H Magnetic Resonance Spectroscopy Baseline Correction WithSingular Value Decomposition Method

  • Jun 01, 2016
  • Medical Physics
  • W Feng +2
  • Research Article
  • Citations21

Direct measurements of protein backbone 15N spin relaxation rates from peak line-width using a fully-relaxed Accordion 3D HNCO experiment

  • Dec 10, 2008
  • Journal of magnetic resonance (San Diego, Calif. : 1997)
  • Kang Chen +1
  • Research Article
  • Citations99

SQUID detected NMR in microtesla magnetic fields

  • Jun 19, 2004
  • Journal of Magnetic Resonance
  • Andrei N Matlachov +4
  • Research Article
  • Citations53

Earth's Field NMR in Antarctica: A Pulsed Gradient Spin Echo NMR Study of Restricted Diffusion in Sea Ice

  • Jul 01, 1998
  • Journal of Magnetic Resonance
  • P.T Callaghan +4
  • Research Article

Paramagnetic effects in structural determination, interactions and dynamics of proteins in vitro and in cells

  • Nov 05, 2019
  • Xun‐Cheng Su
  • Research Article
  • Citations23

Advancement and validation of surface nuclear magnetic resonance spin-echo measurements of T2

  • Mar 01, 2014
  • GEOPHYSICS
  • Elliot Grunewald +2
  • Research Article
  • Citations10

A subband Steiglitz-McBride algorithm for automatic analysis of FID data.

  • Apr 15, 2018
  • Magnetic resonance in chemistry : MRC
  • M.A.R Anjum +2
  • Research Article
  • Citations3

Observation of NMR free induction decay signal in nuclear ordered solid 3He

  • Jan 01, 1984
  • Physics Letters A
  • T Kusomoto +3
  • Research Article
  • Citations15

A method of measuring the initial behavior of the free induction decay

  • Apr 01, 1978
  • Journal of Magnetic Resonance (1969)
  • K.W Vollmers +2
  • Research Article
  • Citations12

Protein Structural Statistics with PSS

  • Sep 09, 2013
  • Journal of Chemical Information and Modeling
  • Thomas Gaillard +4
  • Research Article
  • Citations35

Backbone dynamics of a model membrane protein: assignment of the carbonyl carbon 13C NMR resonances in detergent-solubilized M13 coat protein.

  • Jun 16, 1987
  • Biochemistry
  • Gillian D Henry +2
  • Conference Article
  • Citations17

Large a polynomial-time nuclear vector replacement algorithm for automated NMR resonance assignments

  • Apr 10, 2003
  • Christopher James Langmead +4
  • Research Article
  • Citations6

Assignment of NMR resonances of protons covalently bound to photochemically active cofactors in photosynthetic reaction centers by 13C-1H photo-CIDNP MAS-J-HMQC experiment.

  • Nov 29, 2018
  • Journal of Magnetic Resonance
  • Pavlo Bielytskyi +6
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.