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...

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Main Authors: Samuel G Rodriques, Adam H Marblestone, Edward S Boyden
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0212868
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spelling doaj-267a0f127cc240e0b20efcbef11be2802021-06-23T04:31:04ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01143e021286810.1371/journal.pone.0212868A theoretical analysis of single molecule protein sequencing via weak binding spectra.Samuel G RodriquesAdam H MarblestoneEdward S BoydenWe 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.https://doi.org/10.1371/journal.pone.0212868
collection DOAJ
language English
format Article
sources DOAJ
author Samuel G Rodriques
Adam H Marblestone
Edward S Boyden
spellingShingle Samuel G Rodriques
Adam H Marblestone
Edward S Boyden
A theoretical analysis of single molecule protein sequencing via weak binding spectra.
PLoS ONE
author_facet Samuel G Rodriques
Adam H Marblestone
Edward S Boyden
author_sort Samuel G Rodriques
title 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_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_sort theoretical analysis of single molecule protein sequencing via weak binding spectra.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
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.
url https://doi.org/10.1371/journal.pone.0212868
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