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

ABSTRACT: 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.

SUBMITTER: Rodriques SG

PROVIDER: S-EPMC6438480 | biostudies-literature | 2019

REPOSITORIES: biostudies-literature

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

Rodriques Samuel G SG Marblestone Adam H AH Boyden Edward S ES

PloS one 20190328 3

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 ...[more]

PMID: 30921350

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Project description:Bacterial genomes can be methylated at particular motifs by methyltransferases (MTs). This DNA modification allows restriction endonucleases (REs) to discriminate between self and foreign DNA. While the accepted primary function of such restriction modification (RM) systems is to degrade incoming foreign DNA, other roles of RM systems and lone RE or MT components have been found in genome protection, stability, and the regulation of various phenotypes. The Burkholderia cepacia complex (Bcc) is a group of closely related opportunistic pathogens with biotechnological potential. Here, we constructed and analyzed mutants lacking various RM components in the clinical Bcc isolate Burkholderia cenocepacia H111 and used single-molecule, real-time (SMRT) sequencing of single mutants to assign the B. cenocepacia H111 MTs to their cognate motifs. DNA methylation is shown to affect biofilm formation, cell shape, motility, siderophore production, and membrane vesicle production. Moreover, DNA methylation had a large effect on the maintenance of the Bcc virulence megaplasmid pC3. Our data also suggest that the gp51 MT-encoding gene, which is essential in H111 and is located within a prophage, is required for maintaining the bacteriophage in a lysogenic state, thereby ensuring a constant, low level of phage production within the bacterial population. IMPORTANCE While the genome sequence determines an organism's proteins, methylation of the nucleotides themselves can confer additional properties. In bacteria, MTs modify specific nucleotide motifs to allow discrimination of "self" from "nonself" DNA, e.g., from bacteriophages. Restriction enzymes detect "nonself" methylation patterns and cut foreign DNA. Furthermore, methylation of promoter regions can influence gene expression and hence affect various phenotypes. In this study, we determined the methylated motifs of four strains from the Burkholderia cepacia complex of opportunistic pathogens. We deleted all genes encoding the restriction and modification components in one of these strains, Burkholderia cenocepacia H111. It is shown that DNA methylation affects various phenotypic traits, the most noteworthy being lysogenicity of a bacteriophage and maintenance of a virulence megaplasmid.

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

Publications

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

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