[NMR paper] Principal component analysis of data from NMR titration experiment of uniformly 15N labeled amyloid beta (1-42) peptide with osmolytes and phenolic compounds.
Principal component analysis of data from NMR titration experiment of uniformly 15N labeled amyloid beta (1-42) peptide with osmolytes and phenolic compounds.
Related ArticlesPrincipal component analysis of data from NMR titration experiment of uniformly 15N labeled amyloid beta (1-42) peptide with osmolytes and phenolic compounds.
Arch Biochem Biophys. 2020 09 15;690:108446
Authors: Iwaya N, Goda N, Matsuzaki M, Narita A, Shigemitsu Y, Tenno T, Abe Y, Hoshi M, Hiroaki H
Abstract
A simple NMR method to analyze the data obtained by NMR titration experiment of amyloid formation inhibitors against uniformly 15N-labeled amyloid-? 1-42 peptide (A?(1-42)) was described. By using solution nuclear magnetic resonance (NMR) measurement, the simplest method for monitoring the effects of A? fibrilization inhibitors is the NMR chemical shift perturbation (CSP) experiment using 15N-labeled A?(1-42). However, the flexible and dynamic nature of A?(1-42) monomer may hamper the interpretation of CSP data. Here we introduced principal component analysis (PCA) for visualizing and analyzing NMR data of A?(1-42) in the presence of amyloid inhibitors including high concentration osmolytes. We measured 1H-15N 2D spectra of A?(1-42) at various temperatures as well as of A?(1-42) with several inhibitors, and subjected all the data to PCA (PCA-HSQC). The PCA diagram succeeded in differentiating the various amyloid inhibitors, including epigallocatechin gallate (EGCg), rosmarinic acid (RA) and curcumin (CUR) from high concentration osmolytes. We hypothesized that the CSPs reflected the conformational equilibrium of intrinsically disordered A?(1-42) induced by weak inhibitor binding rather than the specific molecular interactions.
Principal component analysis for automated classification of 2D spectra and interferograms of protein therapeutics: influence of noise, reconstruction details, and data preparation
Principal component analysis for automated classification of 2D spectra and interferograms of protein therapeutics: influence of noise, reconstruction details, and data preparation
Abstract
Protein therapeutics have numerous critical quality attributes (CQA) that must be evaluated to ensure safety and efficacy, including the requirement to adopt and retain the correct three-dimensional fold without forming unintended aggregates. Therefore, the ability to monitor protein higher order structure (HOS) can be valuable throughout the lifecycle of a protein...
nmrlearner
Journal club
0
07-22-2020 09:36 PM
NMR-based fragment screening and lead discovery accelerated by principal component analysis
NMR-based fragment screening and lead discovery accelerated by principal component analysis
Abstract
Protein-based NMR spectroscopy has proven to be a very robust method for finding fragment leads to protein targets. However, one limitation of protein-based NMR is that the data acquisition and analysis can be time consuming. In order to streamline the scoring of protein-based NMR fragment screening data and the determination of ligand affinities using 2D NMR experiments we have developed a data analysis workflow based on principal component...
nmrlearner
Journal club
0
02-29-2020 09:52 PM
[NMR paper] Early Effect of Amyloid ?-Peptide on Hippocampal and Serum Metabolism in Rats Studied by an Integrated Method of NMR-Based Metabolomics and ANOVA-Simultaneous Component Analysis.
Early Effect of Amyloid ?-Peptide on Hippocampal and Serum Metabolism in Rats Studied by an Integrated Method of NMR-Based Metabolomics and ANOVA-Simultaneous Component Analysis.
http://www.bionmr.com//www.ncbi.nlm.nih.gov/corehtml/query/egifs/https:--images.hindawi.com-linkout-hindawi.button.gif http://www.bionmr.com//www.ncbi.nlm.nih.gov/corehtml/query/egifs/https:--www.ncbi.nlm.nih.gov-corehtml-pmc-pmcgifs-pubmed-pmc.gif Related Articles Early Effect of Amyloid ?-Peptide on Hippocampal and Serum Metabolism in Rats Studied by an Integrated Method of NMR-Based Metabolomics and...
[NMR paper] Protein-RNA specificity by high-throughput principal component analysis of NMR spectra.
Protein-RNA specificity by high-throughput principal component analysis of NMR spectra.
Related Articles Protein-RNA specificity by high-throughput principal component analysis of NMR spectra.
Nucleic Acids Res. 2015 Jan 13;
Authors: Collins KM, Oregioni A, Robertson LE, Kelly G, Ramos A
Abstract
Defining the RNA target selectivity of the proteins regulating mRNA metabolism is a key issue in RNA biology. Here we present a novel use of principal component analysis (PCA) to extract the RNA sequence preference of RNA binding...
nmrlearner
Journal club
0
01-15-2015 06:10 PM
13 C α CEST experiment on uniformly 13 C-labeled proteins
13 C α CEST experiment on uniformly 13 C-labeled proteins
Abstract
A new HSQC-based 13Cα CEST pulse scheme is proposed, which is suitable for uniformly 13C- or 13C, 15N-labeled samples in either water or heavy water. Except for Thr and Ser residues, the sensitivity of this scheme for uniformly labeled samples is similar to that of the previous scheme for selectively 13Cα-labeled samples with 100Â*% isotope enrichment. The experiment is demonstrated on an acyl carrier protein domain. Our 13Cα CEST data reveal that the minor state of the acyl...
nmrlearner
Journal club
0
12-03-2014 04:05 PM
C4â?²/H4â?² selective, non-uniformly sampled 4D HC(P)CH experiment for sequential assignments of 13C-labeled RNAs
C4â?²/H4â?² selective, non-uniformly sampled 4D HC(P)CH experiment for sequential assignments of 13C-labeled RNAs
Abstract
A through bond, C4â?²/H4â?² selective, â??out and stayâ?? type 4D HC(P)CH experiment is introduced which provides sequential connectivity via H4â?²(i)â??C4â?²(i)â??C4â?²(iâ??1)â??H4â?²(iâ??1) correlations. The 31P dimension (used in the conventional 3D HCP experiment) is replaced with evolution of better dispersed C4â?² dimension. The experiment fully utilizes 13C-labeling of RNA by inclusion of two C4â?² evolution periods. An...
nmrlearner
Journal club
0
09-11-2014 12:06 AM
Expression and purification of (15)N- and (13)C-isotope labeled 40-residue human Alzheimer's ?-amyloid peptide for NMR-based structural analysis.
Expression and purification of (15)N- and (13)C-isotope labeled 40-residue human Alzheimer's ?-amyloid peptide for NMR-based structural analysis.
Expression and purification of (15)N- and (13)C-isotope labeled 40-residue human Alzheimer's ?-amyloid peptide for NMR-based structural analysis.
Protein Expr Purif. 2011 May 27;
Authors: Long F, Cho W, Ishii Y
Amyloid fibrils of Alzheimer's ?-amyloid peptide (A?) are a primary component of amyloid plaques, a hallmark of Alzheimer's disease (AD). Enormous attention has been given to the structural...