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Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly

Inhibition of the initial stages of amyloid-β peptide self-assembly is a key approach in drug development for Alzheimer’s disease, in which soluble and highly neurotoxic low molecular weight oligomers are produced and aggregate in the brain over time. Here we report a high-throughput method based on...

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Autores principales: Lazzaro, Serena, Ogrinc, Nina, Lamont, Lieke, Vecchio, Graziella, Pappalardo, Giuseppe, Heeren, Ron M. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6718366/
https://www.ncbi.nlm.nih.gov/pubmed/31407050
http://dx.doi.org/10.1007/s00216-019-02030-7
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author Lazzaro, Serena
Ogrinc, Nina
Lamont, Lieke
Vecchio, Graziella
Pappalardo, Giuseppe
Heeren, Ron M. A.
author_facet Lazzaro, Serena
Ogrinc, Nina
Lamont, Lieke
Vecchio, Graziella
Pappalardo, Giuseppe
Heeren, Ron M. A.
author_sort Lazzaro, Serena
collection PubMed
description Inhibition of the initial stages of amyloid-β peptide self-assembly is a key approach in drug development for Alzheimer’s disease, in which soluble and highly neurotoxic low molecular weight oligomers are produced and aggregate in the brain over time. Here we report a high-throughput method based on ion mobility mass spectrometry and multivariate statistical analysis to rapidly select statistically significant early-stage species of amyloid-β1-40 whose formation is inhibited by a candidate theranostic agent. Using this method, we have confirmed the inhibition of a Zn-porphyrin-peptide conjugate in the early self-assembly of Aβ40 peptide. The MS/MS fragmentation patterns of the species detected in the samples containing the Zn-porphyrin-peptide conjugate suggested a porphyrin-catalyzed oxidation at Met-35(O) of Aβ40. We introduce ion mobility MS combined with multivariate statistics as a systematic approach to perform data analytics in drug discovery/amyloid research that aims at the evaluation of the inhibitory effect on the Aβ early assembly in vitro models at very low concentration levels of Aβ peptides. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00216-019-02030-7) contains supplementary material, which is available to authorized users.
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spelling pubmed-67183662019-09-19 Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly Lazzaro, Serena Ogrinc, Nina Lamont, Lieke Vecchio, Graziella Pappalardo, Giuseppe Heeren, Ron M. A. Anal Bioanal Chem Research Paper Inhibition of the initial stages of amyloid-β peptide self-assembly is a key approach in drug development for Alzheimer’s disease, in which soluble and highly neurotoxic low molecular weight oligomers are produced and aggregate in the brain over time. Here we report a high-throughput method based on ion mobility mass spectrometry and multivariate statistical analysis to rapidly select statistically significant early-stage species of amyloid-β1-40 whose formation is inhibited by a candidate theranostic agent. Using this method, we have confirmed the inhibition of a Zn-porphyrin-peptide conjugate in the early self-assembly of Aβ40 peptide. The MS/MS fragmentation patterns of the species detected in the samples containing the Zn-porphyrin-peptide conjugate suggested a porphyrin-catalyzed oxidation at Met-35(O) of Aβ40. We introduce ion mobility MS combined with multivariate statistics as a systematic approach to perform data analytics in drug discovery/amyloid research that aims at the evaluation of the inhibitory effect on the Aβ early assembly in vitro models at very low concentration levels of Aβ peptides. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00216-019-02030-7) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2019-08-12 2019 /pmc/articles/PMC6718366/ /pubmed/31407050 http://dx.doi.org/10.1007/s00216-019-02030-7 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research Paper
Lazzaro, Serena
Ogrinc, Nina
Lamont, Lieke
Vecchio, Graziella
Pappalardo, Giuseppe
Heeren, Ron M. A.
Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly
title Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly
title_full Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly
title_fullStr Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly
title_full_unstemmed Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly
title_short Ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for Alzheimer’s disease on Aβ1-40 peptide early assembly
title_sort ion mobility spectrometry combined with multivariate statistical analysis: revealing the effects of a drug candidate for alzheimer’s disease on aβ1-40 peptide early assembly
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6718366/
https://www.ncbi.nlm.nih.gov/pubmed/31407050
http://dx.doi.org/10.1007/s00216-019-02030-7
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