Cargando…

A theoretical analysis of single molecule protein sequencing via weak binding spectra

We propose and theoretically study an approach to massively parallel single molecule peptide sequencing, based on single molecule measurement of the kinetics of probe binding (Havranek, et al., 2013) to the N-termini of immobilized peptides. Unlike previous proposals, this method is robust to both w...

Descripción completa

Detalles Bibliográficos
Autores principales: Rodriques, Samuel G., Marblestone, Adam H., Boyden, Edward S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438480/
https://www.ncbi.nlm.nih.gov/pubmed/30921350
http://dx.doi.org/10.1371/journal.pone.0212868
_version_ 1783407105250689024
author Rodriques, Samuel G.
Marblestone, Adam H.
Boyden, Edward S.
author_facet Rodriques, Samuel G.
Marblestone, Adam H.
Boyden, Edward S.
author_sort Rodriques, Samuel G.
collection PubMed
description We propose and theoretically study an approach to massively parallel single molecule peptide sequencing, based on single molecule measurement of the kinetics of probe binding (Havranek, et al., 2013) to the N-termini of immobilized peptides. Unlike previous proposals, this method is robust to both weak and non-specific probe-target affinities, which we demonstrate by applying the method to a range of randomized affinity matrices consisting of relatively low-quality binders. This suggests a novel principle for proteomic measurement whereby highly non-optimized sets of low-affinity binders could be applicable for protein sequencing, thus shifting the burden of amino acid identification from biomolecular design to readout. Measurement of probe occupancy times, or of time-averaged fluorescence, should allow high-accuracy determination of N-terminal amino acid identity for realistic probe sets. The time-averaged fluorescence method scales well to weakly-binding probes with dissociation constants of tens or hundreds of micromolar, and bypasses photobleaching limitations associated with other fluorescence-based approaches to protein sequencing. We argue that this method could lead to an approach with single amino acid resolution and the ability to distinguish many canonical and modified amino acids, even using highly non-optimized probe sets. This readout method should expand the design space for single molecule peptide sequencing by removing constraints on the properties of the fluorescent binding probes.
format Online
Article
Text
id pubmed-6438480
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-64384802019-04-12 A theoretical analysis of single molecule protein sequencing via weak binding spectra Rodriques, Samuel G. Marblestone, Adam H. Boyden, Edward S. PLoS One Research Article We propose and theoretically study an approach to massively parallel single molecule peptide sequencing, based on single molecule measurement of the kinetics of probe binding (Havranek, et al., 2013) to the N-termini of immobilized peptides. Unlike previous proposals, this method is robust to both weak and non-specific probe-target affinities, which we demonstrate by applying the method to a range of randomized affinity matrices consisting of relatively low-quality binders. This suggests a novel principle for proteomic measurement whereby highly non-optimized sets of low-affinity binders could be applicable for protein sequencing, thus shifting the burden of amino acid identification from biomolecular design to readout. Measurement of probe occupancy times, or of time-averaged fluorescence, should allow high-accuracy determination of N-terminal amino acid identity for realistic probe sets. The time-averaged fluorescence method scales well to weakly-binding probes with dissociation constants of tens or hundreds of micromolar, and bypasses photobleaching limitations associated with other fluorescence-based approaches to protein sequencing. We argue that this method could lead to an approach with single amino acid resolution and the ability to distinguish many canonical and modified amino acids, even using highly non-optimized probe sets. This readout method should expand the design space for single molecule peptide sequencing by removing constraints on the properties of the fluorescent binding probes. Public Library of Science 2019-03-28 /pmc/articles/PMC6438480/ /pubmed/30921350 http://dx.doi.org/10.1371/journal.pone.0212868 Text en © 2019 Rodriques et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Rodriques, Samuel G.
Marblestone, Adam H.
Boyden, Edward S.
A theoretical analysis of single molecule protein sequencing via weak binding spectra
title A theoretical analysis of single molecule protein sequencing via weak binding spectra
title_full A theoretical analysis of single molecule protein sequencing via weak binding spectra
title_fullStr A theoretical analysis of single molecule protein sequencing via weak binding spectra
title_full_unstemmed A theoretical analysis of single molecule protein sequencing via weak binding spectra
title_short A theoretical analysis of single molecule protein sequencing via weak binding spectra
title_sort theoretical analysis of single molecule protein sequencing via weak binding spectra
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438480/
https://www.ncbi.nlm.nih.gov/pubmed/30921350
http://dx.doi.org/10.1371/journal.pone.0212868
work_keys_str_mv AT rodriquessamuelg atheoreticalanalysisofsinglemoleculeproteinsequencingviaweakbindingspectra
AT marblestoneadamh atheoreticalanalysisofsinglemoleculeproteinsequencingviaweakbindingspectra
AT boydenedwards atheoreticalanalysisofsinglemoleculeproteinsequencingviaweakbindingspectra
AT rodriquessamuelg theoreticalanalysisofsinglemoleculeproteinsequencingviaweakbindingspectra
AT marblestoneadamh theoreticalanalysisofsinglemoleculeproteinsequencingviaweakbindingspectra
AT boydenedwards theoreticalanalysisofsinglemoleculeproteinsequencingviaweakbindingspectra