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

被引:13
作者
Rodriques, Samuel G. [1 ,2 ]
Marblestone, Adam H. [1 ]
Boyden, Edward S. [1 ,3 ,4 ,5 ,6 ,7 ]
机构
[1] MIT, Synthet Neurobiol Grp, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] MIT, Dept Phys, Cambridge, MA 02139 USA
[3] MIT, McGovern Inst, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[4] MIT, Media Lab, Cambridge, MA 02139 USA
[5] MIT, Dept Biol Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[6] MIT, Dept Brain & Cognit Sci, E25-618, Cambridge, MA 02139 USA
[7] MIT, Koch Inst, 77 Massachusetts Ave, Cambridge, MA 02139 USA
关键词
ELECTRICAL DETECTION; LABEL-FREE; SPECTROSCOPY;
D O I
10.1371/journal.pone.0212868
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:23
相关论文
共 51 条
[1]  
Bellin DL, 2014, BIOMED CIRC SYST C, P476, DOI 10.1109/BioCAS.2014.6981766
[2]   Accurate whole human genome sequencing using reversible terminator chemistry [J].
Bentley, David R. ;
Balasubramanian, Shankar ;
Swerdlow, Harold P. ;
Smith, Geoffrey P. ;
Milton, John ;
Brown, Clive G. ;
Hall, Kevin P. ;
Evers, Dirk J. ;
Barnes, Colin L. ;
Bignell, Helen R. ;
Boutell, Jonathan M. ;
Bryant, Jason ;
Carter, Richard J. ;
Cheetham, R. Keira ;
Cox, Anthony J. ;
Ellis, Darren J. ;
Flatbush, Michael R. ;
Gormley, Niall A. ;
Humphray, Sean J. ;
Irving, Leslie J. ;
Karbelashvili, Mirian S. ;
Kirk, Scott M. ;
Li, Heng ;
Liu, Xiaohai ;
Maisinger, Klaus S. ;
Murray, Lisa J. ;
Obradovic, Bojan ;
Ost, Tobias ;
Parkinson, Michael L. ;
Pratt, Mark R. ;
Rasolonjatovo, Isabelle M. J. ;
Reed, Mark T. ;
Rigatti, Roberto ;
Rodighiero, Chiara ;
Ross, Mark T. ;
Sabot, Andrea ;
Sankar, Subramanian V. ;
Scally, Aylwyn ;
Schroth, Gary P. ;
Smith, Mark E. ;
Smith, Vincent P. ;
Spiridou, Anastassia ;
Torrance, Peta E. ;
Tzonev, Svilen S. ;
Vermaas, Eric H. ;
Walter, Klaudia ;
Wu, Xiaolin ;
Zhang, Lu ;
Alam, Mohammed D. ;
Anastasi, Carole .
NATURE, 2008, 456 (7218) :53-59
[3]  
Borgo B, 2014, STRATEGIES COMPUTATI
[4]  
Borgo B, 2014, PROTEIN SCI
[5]   Motif-directed redesign of enzyme specificity [J].
Borgo, Benjamin ;
Havranek, James J. .
PROTEIN SCIENCE, 2014, 23 (03) :312-320
[6]   Sequence information can be obtained from single DNA molecules [J].
Braslavsky, I ;
Hebert, B ;
Kartalov, E ;
Quake, SR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (07) :3960-3964
[7]   Gene expression analysis by massively parallel signature sequencing (MPSS) on microbead arrays [J].
Brenner, S ;
Johnson, M ;
Bridgham, J ;
Golda, G ;
Lloyd, DH ;
Johnson, D ;
Luo, SJ ;
McCurdy, S ;
Foy, M ;
Ewan, M ;
Roth, R ;
George, D ;
Eletr, S ;
Albrecht, G ;
Vermaas, E ;
Williams, SR ;
Moon, K ;
Burcham, T ;
Pallas, M ;
DuBridge, RB ;
Kirchner, J ;
Fearon, K ;
Mao, J ;
Corcoran, K .
NATURE BIOTECHNOLOGY, 2000, 18 (06) :630-634
[8]   Surface Passivation for Single-molecule Protein Studies [J].
Chandradoss, Stanley D. ;
Haagsma, Anna C. ;
Lee, Young Kwang ;
Hwang, Jae-Ho ;
Nam, Jwa-Min ;
Joo, Chirlmin .
JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2014, (86)
[9]   Nanowire nanosensors for highly sensitive and selective detection of biological and chemical species [J].
Cui, Y ;
Wei, QQ ;
Park, HK ;
Lieber, CM .
SCIENCE, 2001, 293 (5533) :1289-1292
[10]  
Dempsey GT, 2011, NAT METHODS, V8, P1027, DOI [10.1038/NMETH.1768, 10.1038/nmeth.1768]