Literature DB >> 24467760

Dynafold: a dynamic programming approach to protein backbone structure determination from minimal sets of Residual Dipolar Couplings.

Rishi Mukhopadhyay1, Stephanie Irausquin, Christopher Schmidt, Homayoun Valafar.   

Abstract

Residual Dipolar Couplings (RDCs) are a source of NMR data that can provide a powerful set of constraints on the orientation of inter-nuclear vectors, and are quickly becoming a larger part of the experimental toolset for molecular biologists. However, few reliable protocols exist for the determination of protein backbone structures from small sets of RDCs. DynaFold is a new dynamic programming algorithm designed specifically for this task, using minimal sets of RDCs collected in multiple alignment media. DynaFold was first tested utilizing synthetic data generated for the N--H , C(α)--H(α), and C--N vectors of 1BRF, 1F53, 110M, and 3LAY proteins, with up to ±1 Hz error in three alignment media, and was able to produce structures with less than 1.9 Å of the original structures. DynaFold was then tested using experimental data, obtained from the Biological Magnetic Resonance Bank, for proteins PDBID:1P7E and 1D3Z using RDC data from two alignment media. This exercise yielded structures within 1.0 Å of their respective published structures in segments with high data density, and less than 1.9 Å over the entire protein. The same sets of RDC data were also used in comparisons with traditional methods for analysis of RDCs, which failed to match the accuracy of DynaFold's approach to structure determination.

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Year:  2014        PMID: 24467760      PMCID: PMC4071617          DOI: 10.1142/S0219720014500024

Source DB:  PubMed          Journal:  J Bioinform Comput Biol        ISSN: 0219-7200            Impact factor:   1.122


  56 in total

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4.  Estimation of relative order tensors, and reconstruction of vectors in space using unassigned RDC data and its application.

Authors:  Xijiang Miao; Rishi Mukhopadhyay; Homayoun Valafar
Journal:  J Magn Reson       Date:  2008-07-12       Impact factor: 2.229

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8.  Phage-induced alignment of membrane proteins enables the measurement and structural analysis of residual dipolar couplings with dipolar waves and lambda-maps.

Authors:  Sang Ho Park; Woo Sung Son; Rishi Mukhopadhyay; Homayoun Valafar; Stanley J Opella
Journal:  J Am Chem Soc       Date:  2009-10-14       Impact factor: 15.419

9.  15N-1H Residual dipolar coupling analysis of native and alkaline-K79A Saccharomyces cerevisiae cytochrome c.

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Journal:  Biophys J       Date:  2003-06       Impact factor: 4.033

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Authors:  Rishi Mukhopadhyay; Xijiang Miao; Paul Shealy; Homayoun Valafar
Journal:  J Magn Reson       Date:  2009-03-05       Impact factor: 2.229

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  1 in total

1.  Integrating NOE and RDC using sum-of-squares relaxation for protein structure determination.

Authors:  Y Khoo; A Singer; D Cowburn
Journal:  J Biomol NMR       Date:  2017-06-14       Impact factor: 2.835

  1 in total

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