Evidence map›Paper›PMID 33272215›Full record

ArticleBMC bioinformatics2020

Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package.

Casey Cole, Caleb Parks, Julian Rachele, Homayoun Valafar

Abstract read
In one paragraph

Article in BMC bioinformatics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Casey ColeDepartment of Computer Science and Engineering, University of South Carolina, M. Bert Storey Engineering and Innovation Center, 550 Assembly St, Columbia, SC, 29201, USA.ORCID http://orcid.org/0000-0002-0320-6894
Caleb ParksDepartment of Computer Science and Engineering, University of South Carolina, M. Bert Storey Engineering and Innovation Center, 550 Assembly St, Columbia, SC, 29201, USA.
Julian RacheleDepartment of Computer Science and Engineering, University of South Carolina, M. Bert Storey Engineering and Innovation Center, 550 Assembly St, Columbia, SC, 29201, USA.
Homayoun ValafarDepartment of Computer Science and Engineering, University of South Carolina, M. Bert Storey Engineering and Innovation Center, 550 Assembly St, Columbia, SC, 29201, USA. homayoun@cec.sc.edu.

Funding

Supplement for South Carolina BRIN - 1P20 RR16461P20RR016461 · NCRR · UNIVERSITY OF SOUTH CAROLINA AT COLUMBIA · PI DOOLEY, R. LARRY · 2001 to 2011
$32.3M
NCRR NIH HHS P20 RR016461NIH HHS P20 RR-016461
6 · The paper itself

Abstract

backgroundTraditional approaches to elucidation of protein structures by Nuclear Magnetic Resonance spectroscopy (NMR) rely on distance restraints also known as Nuclear Overhauser effects (NOEs). The use of NOEs as the primary source of structure determination by NMR spectroscopy is time consuming and expensive. Residual Dipolar Couplings (RDCs) have become an alternate approach for structure calculation by NMR spectroscopy. In previous works, the software package REDCRAFT has been presented as a means of harnessing the information containing in RDCs for structure calculation of proteins. However, to meet its full potential, several improvements to REDCRAFT must be made.

resultsIn this work, we present improvements to REDCRAFT that include increased usability, better interoperability, and a more robust core algorithm. We have demonstrated the impact of the improved core algorithm in the successful folding of the protein 1A1Z with as high as ±4 Hz of added error. The REDCRAFT computed structure from the highly corrupted data exhibited less than 1.0 Å with respect to the X-ray structure. We have also demonstrated the interoperability of REDCRAFT in a few instances including with PDBMine to reduce the amount of required data in successful folding of proteins to unprecedented levels. Here we have demonstrated the successful folding of the protein 1D3Z (to within 2.4 Å of the X-ray structure) using only N-H RDCs from one alignment medium.

conclusionsThe additional GUI features of REDCRAFT combined with the NEF compliance have significantly increased the flexibility and usability of this software package. The improvements of the core algorithm have substantially improved the robustness of REDCRAFT in utilizing less experimental data both in quality and quantity.

Indexed as

AlgorithmsData MiningSoftwareDatabases, ProteinMagnetic Resonance SpectroscopyNuclear Magnetic Resonance, BiomolecularProtein ConformationProteinsUser-Computer InterfaceProteinsData miningProtein foldingResidual dipolar coupling based residue assembly and filter tool (REDCRAFT)Residual dipolar coupling (RDC)Secondary structure

Identifiers

PMID33272215
PMCPMC7712608

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.