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Featured researches published by Igor A. Kozlov.


Journal of Virology | 2007

Switching the Substrate Specificity of the Two-Component NS2B-NS3 Flavivirus Proteinase by Structure-Based Mutagenesis

Sergey A. Shiryaev; Boris I. Ratnikov; Alexander E. Aleshin; Igor A. Kozlov; Nicholas A. Nelson; Michal Lebl; Jeffrey W. Smith; Robert C. Liddington; Alex Y. Strongin

ABSTRACT The flavivirus NS2B-NS3(pro)teinase is an essential element in the proteolytic processing of the viral precursor polyprotein and therefore a potential drug target. Recently, crystal structures and substrate preferences of NS2B-NS3pro from Dengue and West Nile viruses (DV and WNV) were determined. We established that the presence of Gly-Gly at the P1′-P2′ positions is optimal for cleavage by WNV NS3pro, whereas DV NS3pro tolerates well the presence of bulky residues at either P1′ or P2′. Structure-based modeling suggests that Arg76 and Pro131-Thr132 limit the P1′-P2′ subsites and restrict the cleavage preferences of the WNV enzyme. In turn, Leu76 and Lys131-Pro132 widen the specificity of DV NS3pro. Guided by these structural models, we expressed and purified mutant WNV NS2B-NS3pro and evaluated cleavage preferences by using positional scanning of the substrate peptides in which the P4-P1 and the P3′-P4′ positions were fixed and the P1′ and P2′ positions were each randomized. We established that WNV R76L and P131K-T132P mutants acquired DV-like cleavage preferences, whereas T52V had no significant effect. Our work is the first instance of engineering a viral proteinase with switched cleavage preferences and should provide valuable data for the design of optimized substrates and substrate-based selective inhibitors of flaviviral proteinases.


ChemBioChem | 2007

A multiplexed protein kinase assay.

Melissa D. Shults; Igor A. Kozlov; Nicholas A. Nelson; Bahram Ghaffarzadeh Kermani; Peter C. Melnyk; Veronika Shevchenko; Anu Srinivasan; Joseph Musmacker; John P. Hachmann; David L. Barker; Michal Lebl; Chanfeng Zhao

We report a novel protein kinase assay designed for high‐throughput detection of one or many kinases in a complex mixture. A solution‐phase phosphorylation reaction is performed on 900 different peptide substrates, each covalently linked to an oligonucleotide tag. After incubation, phosphoserine, phosphothreonine, and phosphotyrosine are chemically labeled, and the substrates are hybridized to a microarray with oligonucleotides complementary to the tags to read out the phosphorylation state of each peptide. Because protein kinases act on more than one peptide sequence, each kinase can be characterized by a unique signature of phosphorylation activity on multiple substrates. Using this method, we determined signatures for 26 purified kinases and demonstrated that enzyme mixtures can be screened for activity and selectivity of inhibition.


PLOS ONE | 2012

New Details of HCV NS3/4A Proteinase Functionality Revealed by a High-Throughput Cleavage Assay

Sergey A. Shiryaev; Elliot R. Thomsen; Piotr Cieplak; Eugene Chudin; Anton Cheltsov; Mark S. Chee; Igor A. Kozlov; Alex Y. Strongin

Background The hepatitis C virus (HCV) genome encodes a long polyprotein, which is processed by host cell and viral proteases to the individual structural and non-structural (NS) proteins. HCV NS3/4A serine proteinase (NS3/4A) is a non-covalent heterodimer of the N-terminal, ∼180-residue portion of the 631-residue NS3 protein with the NS4A co-factor. NS3/4A cleaves the polyprotein sequence at four specific regions. NS3/4A is essential for viral replication and has been considered an attractive drug target. Methodology/Principal Findings Using a novel multiplex cleavage assay and over 2,660 peptide sequences derived from the polyprotein and from introducing mutations into the known NS3/4A cleavage sites, we obtained the first detailed fingerprint of NS3/4A cleavage preferences. Our data identified structural requirements illuminating the importance of both the short-range (P1–P1′) and long-range (P6-P5) interactions in defining the NS3/4A substrate cleavage specificity. A newly observed feature of NS3/4A was a high frequency of either Asp or Glu at both P5 and P6 positions in a subset of the most efficient NS3/4A substrates. In turn, aberrations of this negatively charged sequence such as an insertion of a positively charged or hydrophobic residue between the negatively charged residues resulted in inefficient substrates. Because NS5B misincorporates bases at a high rate, HCV constantly mutates as it replicates. Our analysis revealed that mutations do not interfere with polyprotein processing in over 5,000 HCV isolates indicating a pivotal role of NS3/4A proteolysis in the virus life cycle. Conclusions/Significance Our multiplex assay technology in light of the growing appreciation of the role of proteolytic processes in human health and disease will likely have widespread applications in the proteolysis research field and provide new therapeutic opportunities.


PLOS ONE | 2013

High-Resolution Analysis and Functional Mapping of Cleavage Sites and Substrate Proteins of Furin in the Human Proteome

Sergey A. Shiryaev; Andrei V. Chernov; Vladislav S. Golubkov; Elliot R. Thomsen; Eugene Chudin; Mark S. Chee; Igor A. Kozlov; Alex Y. Strongin; Piotr Cieplak

Background There is a growing appreciation of the role of proteolytic processes in human health and disease, but tools for analysis of such processes on a proteome-wide scale are limited. Furin is a ubiquitous proprotein convertase that cleaves after basic residues and transforms secretory proproteins into biologically active proteins. Despite this important role, many furin substrates remain unknown in the human proteome. Methodology/Principal Findings We devised an approach for proteinase target identification that combines an in silico discovery pipeline with highly multiplexed proteinase activity assays. We performed in silico analysis of the human proteome and identified over 1,050 secretory proteins as potential furin substrates. We then used a multiplexed protease assay to validate these tentative targets. The assay was carried out on over 3,260 overlapping peptides designed to represent P7-P1’ and P4-P4’ positions of furin cleavage sites in the candidate proteins. The obtained results greatly increased our knowledge of the unique cleavage preferences of furin, revealed the importance of both short-range (P4-P1) and long-range (P7-P6) interactions in defining furin cleavage specificity, demonstrated that the R-X-R/K/X-R↓ motif alone is insufficient for predicting furin proteolysis of the substrate, and identified ∼490 potential protein substrates of furin in the human proteome. Conclusions/Significance The assignment of these substrates to cellular pathways suggests an important role of furin in development, including axonal guidance, cardiogenesis, and maintenance of stem cell pluripotency. The novel approach proposed in this study can be readily applied to other proteinases.


Chemistry & Biology | 2015

High-Throughput Multiplexed Peptide-Centric Profiling Illustrates Both Substrate Cleavage Redundancy and Specificity in the MMP Family

Muskan Kukreja; Sergey A. Shiryaev; Piotr Cieplak; Norihito Muranaka; David A. Routenberg; Andrei V. Chernov; Sonu Kumar; Albert G. Remacle; Jeffrey W. Smith; Igor A. Kozlov; Alex Y. Strongin

Matrix metalloproteinases (MMPs) play incompletely understood roles in health and disease. Knowing the MMP cleavage preferences is essential for a better understanding of the MMP functions and design of selective inhibitors. To elucidate the cleavage preferences of MMPs, we employed a high-throughput multiplexed peptide-centric profiling technology involving the cleavage of 18,583 peptides by 18 proteinases from the main sub-groups of the MMP family. Our results enabled comparison of the MMP substrates on a global scale, leading to the most efficient and selective substrates. The data validated the accuracy of our cleavage prediction software. This software allows us and others to locate, with nearly 100% accuracy, the MMP cleavage sites in the peptide sequences. In addition to increasing our understanding of both the selectivity and the redundancy of the MMP family, our study generated a roadmap for the subsequent MMP structural-functional studies and efficient substrate and inhibitor design.


Combinatorial Chemistry & High Throughput Screening | 2008

A High-Complexity, Multiplexed Solution-Phase Assay for Profiling Protease Activity on Microarrays

Michal Lebl; Igor A. Kozlov; Peter C. Melnyk; John P. Hachmann; Anu Srinivasan; Melissa D. Shults; Chanfeng Zhao; Joseph Musmacker; Nicholas A. Nelson; David L. Barker

We have developed a miniaturized and multiplexed solution assay for the measurement of protease activity in complex samples. This technology can accelerate research in functional proteomics and enable biologists to carry out multiplexed protease inhibitor screens on a large scale. The assay readout is based on Illuminas universal Sentrix BeadArrays. The peptide sequences that serve as protease substrates are conjugated to oligonucleotide sequences complementary to the oligo tags on randomly assembled and decoded bead arrays. The peptide portion is C-terminally labeled with a biotin residue and contains a sequence of five histidine residues on the amino terminus. The unique oligonucleotide part of each oligonucleotide-peptide conjugate is attached to amino terminus of the peptide sequence. Upon protease cleavage, the biotin residue is cleaved from the oligonucleotide-peptide conjugate. Following the reaction, all biotin-containing species are captured and removed by incubation with streptavidin beads. The cleaved conjugates that remain in solution are captured by hybridization of their oligo sequence to Sentrix BeadArrays and detected using a labeled antibody against pentahistidine tag of the conjugate or by an antibody sandwich assay. We have generated multiple sets of oligonucleotide tagged peptide substrates of varying complexity (100 to 1000 substrates in a mixture) and show that the response of individual substrate is independent of the complexity of the mixture. Our initial results demonstrate the feasibility of assaying proteases in a multiplexed environment with high sensitivity.


Journal of Biological Chemistry | 2013

Substrate Cleavage Profiling Suggests a Distinct Function of Bacteroides fragilis Metalloproteinases (Fragilysin and Metalloproteinase II) at the Microbiome-Inflammation-Cancer Interface

Sergey A. Shiryaev; Albert G. Remacle; Andrei V. Chernov; Vladislav S. Golubkov; Khatereh Motamedchaboki; Norihito Muranaka; Corey M. Dambacher; Petr Čapek; Muskan Kukreja; Igor A. Kozlov; Manuel Perucho; Piotr Cieplak; Alex Y. Strongin

Background: Two distinct metalloproteinase types (fragilysin and metalloproteinase II/MPII) are encoded by the Bacteroides fragilis pathogenicity island. Results: Our assays determined substrate cleavage characteristics of fragilysin and MPII. Conclusion: MPII is the first zinc metalloproteinase with the dibasic cleavage preferences. Significance: Our results are important for understanding B. fragilis virulence and fundamental roles of the microbiome in human health and disease. Enterotoxigenic anaerobic Bacteroides fragilis is a significant source of inflammatory diarrheal disease and a risk factor for colorectal cancer. Two distinct metalloproteinase types (the homologous 1, 2, and 3 isoforms of fragilysin (FRA1, FRA2, and FRA3, respectively) and metalloproteinase II (MPII)) are encoded by the B. fragilis pathogenicity island. FRA was demonstrated to be important to pathogenesis, whereas MPII, also a potential virulence protein, remained completely uncharacterized. Here, we, for the first time, extensively characterized MPII in comparison with FRA3, a representative of the FRA isoforms. We employed a series of multiplexed peptide cleavage assays to determine substrate specificity and proteolytic characteristics of MPII and FRA. These results enabled implementation of an efficient assay of MPII activity using a fluorescence-quenched peptide and contributed to structural evidence for the distinct substrate cleavage preferences of MPII and FRA. Our data imply that MPII specificity mimics the dibasic Arg↓Arg cleavage motif of furin-like proprotein convertases, whereas the cleavage motif of FRA (Pro-X-X-Leu-(Arg/Ala/Leu)↓) resembles that of human matrix metalloproteinases. To the best of our knowledge, MPII is the first zinc metalloproteinase with the dibasic cleavage preferences, suggesting a high level of versatility of metalloproteinase proteolysis. Based on these data, we now suggest that the combined (rather than individual) activity of MPII and FRA is required for the overall B. fragilis virulence in vivo.


Combinatorial Chemistry & High Throughput Screening | 2006

A Method for Rapid Protease Substrate Evaluation and Optimization

Igor A. Kozlov; Peter C. Melnyk; Chanfeng Zhao; John P. Hachmann; Veronika Shevchenko; Anu Srinivasan; David L. Barker; Michal Lebl

We have developed a high throughput assay for the measurement of protease activity in solution. This technology will accelerate research in functional proteomics and enable biologists to streamline protease substrate evaluation and optimization. The peptide sequences that serve as protease substrates in this assay are labeled on the carboxy terminus with a biotin moiety and a fluorescent tag is attached to the amino terminus. Protease cleavage causes the biotin containing fragment to be detached from the labeled peptide fragment. Following the protease treatment, all biotin containing species (uncleaved substrates and the cleaved carboxy terminal fragment of the substrate) are removed by incubation with streptavidin beads. The cleaved fluorescently labeled amino terminal part of the substrate remains in solution. The measured fluorescence intensity of the solution is directly proportional to the activity of the protease. This assay was validated using trypsin, chymotrypsin, caspase-3, subtilisin-A, enterokinase and tobacco etch virus protease.


FEBS Journal | 2014

Structural and functional diversity of metalloproteinases encoded by the Bacteroides fragilis pathogenicity island.

Sergey A. Shiryaev; Alexander E. Aleshin; Norihito Muranaka; Muskan Kukreja; David A. Routenberg; Albert G. Remacle; Robert C. Liddington; Piotr Cieplak; Igor A. Kozlov; Alex Y. Strongin

Bacteroides fragilis causes the majority of anaerobic infections in humans. The presence of a pathogenicity island in the genome discriminates pathogenic and commensal B. fragilis strains. The island encodes metalloproteinase II (MPII), a potential virulence protein, and one of three homologous fragilysin isozymes (FRA; also termed B. fragilis toxin or BFT). Here, we report biochemical data on the structural–functional characteristics of the B. fragilis pathogenicity island proteases by reporting the crystal structure of MPII at 2.13 Å resolution, combined with detailed characterization of the cleavage preferences of MPII and FRA3 (as a representative of the FRA isoforms), identified using a high‐throughput peptide cleavage assay with 18 583 substrate peptides. We suggest that the evolution of the MPII catalytic domain can be traced to human and archaebacterial proteinases, whereas the prodomain fold is a feature specific to MPII and FRA. We conclude that the catalytic domain of both MPII and FRA3 evolved differently relative to the prodomain, and that the prodomain evolved specifically to fit the B. fragilis pathogenicity. Overall, our data provide insights into the evolution of cleavage specificity and activation mechanisms in the virulent metalloproteinases.


PLOS ONE | 2012

A Highly Scalable Peptide-Based Assay System for Proteomics

Igor A. Kozlov; Elliot R. Thomsen; Sarah E. Munchel; Patricia Villegas; Petr Čapek; Austin J. Gower; Stephanie Pond; Eugene Chudin; Mark S. Chee

We report a scalable and cost-effective technology for generating and screening high-complexity customizable peptide sets. The peptides are made as peptide-cDNA fusions by in vitro transcription/translation from pools of DNA templates generated by microarray-based synthesis. This approach enables large custom sets of peptides to be designed in silico, manufactured cost-effectively in parallel, and assayed efficiently in a multiplexed fashion. The utility of our peptide-cDNA fusion pools was demonstrated in two activity-based assays designed to discover protease and kinase substrates. In the protease assay, cleaved peptide substrates were separated from uncleaved and identified by digital sequencing of their cognate cDNAs. We screened the 3,011 amino acid HCV proteome for susceptibility to cleavage by the HCV NS3/4A protease and identified all 3 known trans cleavage sites with high specificity. In the kinase assay, peptide substrates phosphorylated by tyrosine kinases were captured and identified by sequencing of their cDNAs. We screened a pool of 3,243 peptides against Abl kinase and showed that phosphorylation events detected were specific and consistent with the known substrate preferences of Abl kinase. Our approach is scalable and adaptable to other protein-based assays.

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