ArticleJournal of the American Chemical Society2012
Rapid protein global fold determination using ultrasparse sampling, high-dynamic range artifact suppression, and time-shared NOESY.
Article in Journal of the American Chemical Society, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed.
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- Using Deep Neural Networks to Reconstruct Non-uniformly Sampled NMR Spectra.Journal of biomolecular NMR · 2019Article
- TRIM66 reads unmodified H3R2K4 and H3K56ac to respond to DNA damage in embryonic stem cells.Nature communications · 2019Article
- Importance of time-ordered non-uniform sampling of multi-dimensional NMR spectra of AβJournal of biomolecular NMR · 2019Article
- Systematic Evaluation of Non-Uniform Sampling Parameters in the Targeted Analysis of Urine Metabolites byScientific reports · 2018Article
- Sparse multidimensional iterative lineshape-enhanced (SMILE) reconstruction of both non-uniformly sampled and conventional NMR data.Journal of biomolecular NMR · 2017Article
- Pitfalls in compressed sensing reconstruction and how to avoid them.Journal of biomolecular NMR · 2017Article
- Reconstruction of non-uniformly sampled five-dimensional NMR spectra by signal separation algorithm.Journal of biomolecular NMR · 2017Article
- Convex accelerated maximum entropy reconstruction.Journal of magnetic resonance (San Diego, Calif. : 1997) · 2016Article
- Quantitative evaluation of positive ϕ angle propensity in flexible regions of proteins from three-bond J couplings.Physical chemistry chemical physics : PCCP · 2016Article
- Modified OMP algorithm for exponentially decaying signals.Sensors (Basel, Switzerland) · 2014Article
- Ubiquitin recognition by FAAP20 expands the complex interface beyond the canonical UBZ domain.Nucleic acids research · 2014Article
- Nonuniform sampling and non-Fourier signal processing methods in multidimensional NMR.Progress in nuclear magnetic resonance spectroscopy · 2014Review
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4 authors.
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Abstract
In structural studies of large proteins by NMR, global fold determination plays an increasingly important role in providing a first look at a target's topology and reducing assignment ambiguity in NOESY spectra of fully protonated samples. In this work, we demonstrate the use of ultrasparse sampling, a new data processing algorithm, and a 4-D time-shared NOESY experiment (1) to collect all NOEs in (2)H/(13)C/(15)N-labeled protein samples with selectively protonated amide and ILV methyl groups at high resolution in only four days, and (2) to calculate global folds from this data using fully automated resonance assignment. The new algorithm, SCRUB, incorporates the CLEAN method for iterative artifact removal but applies an additional level of iteration, permitting real signals to be distinguished from noise and allowing nearly all artifacts generated by real signals to be eliminated. In simulations with 1.2% of the data required by Nyquist sampling, SCRUB achieves a dynamic range over 10000:1 (250× better artifact suppression than CLEAN) and completely quantitative reproduction of signal intensities, volumes, and line shapes. Applied to 4-D time-shared NOESY data, SCRUB processing dramatically reduces aliasing noise from strong diagonal signals, enabling the identification of weak NOE crosspeaks with intensities 100× less than those of diagonal signals. Nearly all of the expected peaks for interproton distances under 5 Å were observed. The practical benefit of this method is demonstrated with structure calculations for 23 kDa and 29 kDa test proteins using the automated assignment protocol of CYANA, in which unassigned 4-D time-shared NOESY peak lists produce accurate and well-converged global fold ensembles, whereas 3-D peak lists either fail to converge or produce significantly less accurate folds. The approach presented here succeeds with an order of magnitude less sampling than required by alternative methods for processing sparse 4-D data.
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