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Qian J, Jin P, Yang Y, Ma N, Yang Z, Zhang X. Protein function annotation and virulence factor identification of Klebsiella pneumoniae genome by multiple machine learning models. Microb Pathog 2024; 193:106727. [PMID: 38851362 DOI: 10.1016/j.micpath.2024.106727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 05/27/2024] [Accepted: 06/03/2024] [Indexed: 06/10/2024]
Abstract
Klebsiella pneumoniae is a type of Gram-negative bacterium which can cause a range of infections in human. In recent years, an increasing number of strains of K. pneumoniae resistant to multiple antibiotics have emerged, posing a significant threat to public health. The protein function of this bacterium is not well known, thus a systematic investigation of K. pneumoniae proteome is in urgent need. In this study, the protein functions of this bacteria were re-annotated, and their function groups were analyzed. Moreover, three machine learning models were built to identify novel virulence factors. Results showed that the functions of 16 uncharacterized proteins were first annotated by sequence alignment. In addition, K. pneumoniae proteins share a high proportion of homology with Haemophilus influenzae and a low homology proportion with Chlamydia pneumoniae. By sequence analysis, 10 proteins were identified as potential drug targets for this bacterium. Our model achieved a high accuracy of 0.901 in the benchmark dataset. By applying our models to K. pneumoniae, we identified 39 virulence factors in this pathogen. Our findings could provide novel clues for the treatment of K. pneumoniae infection.
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Affiliation(s)
- Jinyang Qian
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, Zhejiang, China
| | - Pengfei Jin
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, Zhejiang, China
| | - Yueyue Yang
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, Zhejiang, China
| | - Nan Ma
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, Zhejiang, China
| | - Zhiyuan Yang
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, Zhejiang, China; School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong, China.
| | - Xiaoli Zhang
- School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, Zhejiang, China
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McEvoy N, O'Connor A, McDonagh F, Lonappan AM, Farrell ML, Kovarova A, Burke L, Ryan K, Hallahan B, Miliotis G. Complete genome of an inhibitor-resistant blaTEM-30 encoding Escherichia coli sequence type 127 isolate identified in human saliva with a high genotypic virulence load. J Glob Antimicrob Resist 2023; 35:44-47. [PMID: 37643688 DOI: 10.1016/j.jgar.2023.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 07/07/2023] [Accepted: 08/18/2023] [Indexed: 08/31/2023] Open
Abstract
OBJECTIVES Escherichia coli sequence type (ST) 127 is a pandemic lineage that belongs to the extraintestial pathogenic (ExPEC) family, mainly associated with urinary tract infections and bloodstream infections. Here, we report the complete genome of an E. coli ST 127 isolate which was identified in the saliva of a patient with treatment-resistant schizophrenia (TRS) exhibiting no signs of infection. The objective of this work is to determine the mobile genetic elements (MGEs), antibiotic resistance genes (ARGs), and virulence factors (VFs) that contribute to the pathogenicity of such ST127 isolates. METHODS Whole-genome sequencing (WGS) of isolate GABEEC10 was performed using DNABseq and Nanopore MinION platforms. Hybrid assembly of GABEEC10 was conducted with Unicycler v. 0.5.0. and annotated using PROKKA v1.14.5. Comparative genomics and phylogenomics were conducted using average nucleotide identity (ANI) and approximately-maximum-likelihood phylogenetic inference. ARGs, VFs, and serotyping were identified with Abricate v1.0.0 using CARD, vfdb, and EcOH databases, respectively. RESULTS Escherichia coli salivary isolate GABEEC10 was identified to belong to phylogroup B2 and have a serotype of O6 H31 with a total genome length of 4,940,530 bp and a mean guanine-cytosine (GC) content of 50.40 %. GABEEC10 was identified to have a highly virulent genotype with the presence of 84 VFs in addition to 44 ARGs, including an acquired blaTEM-30. The strain was identified to additionally carry four mobilisable plasmids. CONCLUSION We report the complete genome of E. coli GABAEEC10 that can be used for gaining insights into the pathogenicity, drug resistance mechanisms, and dissemination patterns of the emerging pandemic lineage ST 127.
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Affiliation(s)
- Niamh McEvoy
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland
| | - Andy O'Connor
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland
| | - Francesca McDonagh
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland
| | - Aneesa Mangalam Lonappan
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland
| | - Maeve Louise Farrell
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland
| | - Aneta Kovarova
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland
| | - Liam Burke
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland; Centre for One Health, Ryan Institute, University of Galway
| | - Kate Ryan
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland
| | - Brian Hallahan
- Discipline of Psychiatry, School of Medicine, University of Galway, Galway, Ireland
| | - Georgios Miliotis
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine, University of Galway, Galway, Ireland; Centre for One Health, Ryan Institute, University of Galway.
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3
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Languin-Cattoën O, Sterpone F, Stirnemann G. Binding site plasticity regulation of the FimH catch-bond mechanism. Biophys J 2023; 122:2744-2756. [PMID: 37264571 PMCID: PMC10397818 DOI: 10.1016/j.bpj.2023.05.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 04/05/2023] [Accepted: 05/26/2023] [Indexed: 06/03/2023] Open
Abstract
The bacterial fimbrial adhesin FimH is a remarkable and well-studied catch-bond protein found at the tip of E. coli type 1 pili, which allows pathogenic strains involved in urinary tract infections to bind high-mannose glycans exposed on human epithelia. The catch-bond behavior of FimH, where the strength of the interaction increases when a force is applied to separate the two partners, enables the bacteria to resist clearance when they are subjected to shear forces induced by urine flow. Two decades of experimental studies performed at the single-molecule level, as well as x-ray crystallography and modeling studies, have led to a consensus picture whereby force separates the binding domain from an inhibitor domain, effectively triggering an allosteric conformational change in the former. This force-induced allostery is thought to be responsible for an increased binding affinity at the core of the catch-bond mechanism. However, some important questions remain, the most challenging one being that the crystal structures corresponding to these two allosteric states show almost superimposable binding site geometries, which questions the molecular origin for the large difference in affinity. Using molecular dynamics with a combination of enhanced-sampling techniques, we demonstrate that the static picture provided by the crystal structures conceals a variety of binding site conformations that have a key impact on the apparent affinity. Crucially, the respective populations in each of these conformations are very different between the two allosteric states of the binding domain, which can then be related to experimental affinity measurements. We also evidence a previously unappreciated but important effect: in addition to the well-established role of the force as an allosteric regulator via domain separation, application of force tends to directly favor the high-affinity binding site conformations. We hypothesize that this additional "local" catch-bond effect could delay unbinding between the bacteria and the host cell before the "global" allosteric transition occurs, as well as stabilizing the complex even more once in the high-affinity allosteric state.
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Affiliation(s)
- Olivier Languin-Cattoën
- CNRS Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique, Université Paris Cité, PSL University, Paris, France
| | - Fabio Sterpone
- CNRS Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique, Université Paris Cité, PSL University, Paris, France.
| | - Guillaume Stirnemann
- CNRS Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique, Université Paris Cité, PSL University, Paris, France.
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4
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Cheng W, Wang M, Li C, Xiao F, He J, Liu L, Niu H, Ma J. Study of the weak interaction mechanism of ovalbumin and caffeic acid using fluorescence spectroscopy and molecular dynamics simulation. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2023; 301:122966. [PMID: 37327498 DOI: 10.1016/j.saa.2023.122966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 05/29/2023] [Accepted: 05/30/2023] [Indexed: 06/18/2023]
Abstract
With the increasing demand for functional foods, the study on binding of active molecules and ovalbumin (OVA) via weak interaction has attracted widespread attention. In this work, the interaction mechanism of OVA and caffeic acid (CA) was revealed using fluorescence spectroscopy and dynamics simulation. The CA-induced fluorescence decrease of OVA was static quenching. Their binding complex had about 1 binding site and a 3.39 × 105 L·mol-1 affinity ability. Based on thermodynamic calculations and molecular dynamics simulation, the complex structure of OVA and CA were stable using hydrophobic interactions as the main force, where CA preferred to interact with a stable binding pocket consisting of E256, E25, and V200 with N24 amino acid residues. In the binding process of CA and OVA, the conformation of OVA was altered with a slight reduction of α-helix and β-sheet. The reduced molecular volume and more compact structure of the protein indicated that CA is beneficial to the structural stability of OVA. The research provides some new insights into the interaction between dietary proteins and polyphenols, expanding the application prospects of OVA as a carrier.
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Affiliation(s)
- Weiwei Cheng
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China.
| | - Miaomiao Wang
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China
| | - Can Li
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China
| | - Feng Xiao
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China
| | - Jialiang He
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China
| | - Lili Liu
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China
| | - Huawei Niu
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China
| | - Jinliang Ma
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471000, China.
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Nasi GI, Georgakopoulou KI, Theodoropoulou MK, Papandreou NC, Chrysina ED, Tsiolaki PL, Iconomidou VA. Bacterial Lectin FimH and Its Aggregation Hot-Spots: An Alternative Strategy against Uropathogenic Escherichia coli. Pharmaceutics 2023; 15:pharmaceutics15031018. [PMID: 36986878 PMCID: PMC10058141 DOI: 10.3390/pharmaceutics15031018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 02/28/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
Type I fimbriae are the main adhesive organelles of uropathogenic Escherichia coli (UPEC), consisting of four different subunits. Their component with the most important role in establishing bacterial infections is the FimH adhesin located at the fimbrial tip. This two-domain protein mediates adhesion to host epithelial cells through interaction with terminal mannoses on epithelial glycoproteins. Here, we propose that the amyloidogenic potential of FimH can be exploited for the development of therapeutic agents against Urinary Tract Infections (UTIs). Aggregation-prone regions (APRs) were identified via computational methods, and peptide-analogues corresponding to FimH lectin domain APRs were chemically synthesized and studied with the aid of both biophysical experimental techniques and molecular dynamic simulations. Our findings indicate that these peptide-analogues offer a promising set of antimicrobial candidate molecules since they can either interfere with the folding process of FimH or compete for the mannose-binding pocket.
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Affiliation(s)
- Georgia I Nasi
- Section of Cell Biology and Biophysics, Department of Biology, School of Sciences, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Konstantina I Georgakopoulou
- Section of Cell Biology and Biophysics, Department of Biology, School of Sciences, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Marilena K Theodoropoulou
- Section of Cell Biology and Biophysics, Department of Biology, School of Sciences, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Nikos C Papandreou
- Section of Cell Biology and Biophysics, Department of Biology, School of Sciences, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Evangelia D Chrysina
- Institute of Chemical Biology, National Hellenic Research Foundation, 11635 Athens, Greece
| | - Paraskevi L Tsiolaki
- Section of Cell Biology and Biophysics, Department of Biology, School of Sciences, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Vassiliki A Iconomidou
- Section of Cell Biology and Biophysics, Department of Biology, School of Sciences, National and Kapodistrian University of Athens, 15701 Athens, Greece
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Li LP, Li HX, Zhou H, Li WY, Wang RL, Zhang YC, Ma Y. Exploring the mechanism of C473D mutation on CDC25B causing weak binding affinity with CDK2/CyclinA by molecular dynamics study. J Biomol Struct Dyn 2023; 41:12552-12564. [PMID: 36655391 DOI: 10.1080/07391102.2023.2166995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 01/05/2023] [Indexed: 01/20/2023]
Abstract
CDC25B belongs to the CDC25 family, and it plays an important part in regulating the activity of CDK/CyclinA. Studies have shown that CDC25B is closely related to cancer development. When CYS473 on CDC25B is mutated into ASP, the affinity between CDC25B and CDK2/CyclinA weakens, and their dissociation speed is greatly improved. However, the mechanism by which the CDC25BC473D mutant weakens its binding to CDK2/CyclinA is unclear. In order to study the effect of CDC25BC473D mutants on CDK2/CyclinA substrates, we constructed and verified the rationality of the CDC25BWT:CDK2/CyclinA system and CDC25BC473D:CDK2/CyclinA system and conducted molecular dynamics (MD) simulation analysis. In the post-analysis, the fluctuations of residues ARG488-SER499, LYS541-TRP550 on CDC25B and residues ASP206-ASP210 on CDK2 were massive in the mutant CDC25BC473D:CDK2/CyclinA system. And the interactions between residue ARG492 and residue GLU208, residue ARG544 and residue GLU42, residue ARG544 and TRP550 were weakened in the mutant CDC25BC473D:CDK2/CyclinA system. The results showed that when CYS473 on CDC25B was mutated into ASP473, the mutant CDC25BC473D:CDK2/CyclinA system was less stable than the wild-type CDC25BWT:CDK2/CyclinA system. Finally, active site CYS473 of CDC25B was speculated to be the key residue, which had great effects on the binding between CDC25BCYS473 and CDK2 in the CDC25BC473D:CDK2/CyclinA system. Consequently, overall analyses appeared in this study ultimately provided a useful understanding of the weak interactions between CDC25BCYS473D and CDK2/CyclinA.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Li-Peng Li
- Tianjin Key Laboratory of Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin, People's Republic of China
| | - Hao-Xin Li
- Tianjin Key Laboratory of Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin, People's Republic of China
| | - Hui Zhou
- Tianjin Key Laboratory of Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin, People's Republic of China
| | - Wei-Ya Li
- China Department of Pharmacy, Tianjin Medical University, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Run-Ling Wang
- Tianjin Key Laboratory of Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin, People's Republic of China
| | - Ying-Chi Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Ying Ma
- Tianjin Key Laboratory of Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin, People's Republic of China
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Qin J, Wilson KA, Sarkar S, Heras B, O'Mara ML, Totsika M. Conserved FimH mutations in the global Escherichia coli ST131 multi-drug resistant lineage weaken interdomain interactions and alter adhesin function. Comput Struct Biotechnol J 2022; 20:4532-4541. [PMID: 36090810 PMCID: PMC9428848 DOI: 10.1016/j.csbj.2022.08.040] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/16/2022] [Accepted: 08/16/2022] [Indexed: 11/27/2022] Open
Abstract
The binding of the type 1 fimbrial adhesin FimH to mannosylated receptors is allosterically regulated to enhance the fitness of uropathogenic Escherichia coli (UPEC) during urinary tract infection (UTI). Mutations in the two FimH domains (pilin and lectin) located outside the mannose binding pocket have been shown to influence mannose binding affinity, yet the details of the allostery mechanism are not fully elucidated. Here we characterised different FimH conformational states (termed low-affinity tense and high-affinity relaxed conformations) of natural FimH variants using molecular dynamics (MD) simulation techniques and report key structural dynamics differences between them. The clinically dominant FimH30 variant from the pandemic multidrug resistant E. coli ST131 lineage contains an R166H mutation that weakens FimH interdomain interactions and allows enhanced mannose interactions with pre-existing high-affinity relaxed conformations. When expressed in an isogenic ST131 strain background, FimH30 mediated high human cell adhesion and invasion, and enhanced biofilm formation over other variants. Collectively, our computational and experimental findings support a model of FimH protein allostery that is mediated by shifts in the pre-existing conformational equilibrium of FimH, additional to the sequential step-wise process of structural perturbations transmitted from one site to another within the protein. Importantly, it is the first study to shed light into how natural mutations in a clinically dominant FimH variant influence the protein’s conformational landscape optimising its function for ST131 fitness at intestinal and extraintestinal niches.
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McLellan LK, McAllaster MR, Kim AS, Tóthová Ľ, Olson PD, Pinkner JS, Daugherty AL, Hreha TN, Janetka JW, Fremont DH, Hultgren SJ, Virgin HW, Hunstad DA. A host receptor enables type 1 pilus-mediated pathogenesis of Escherichia coli pyelonephritis. PLoS Pathog 2021; 17:e1009314. [PMID: 33513212 PMCID: PMC7875428 DOI: 10.1371/journal.ppat.1009314] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 02/10/2021] [Accepted: 01/13/2021] [Indexed: 12/26/2022] Open
Abstract
Type 1 pili have long been considered the major virulence factor enabling colonization of the urinary bladder by uropathogenic Escherichia coli (UPEC). The molecular pathogenesis of pyelonephritis is less well characterized, due to previous limitations in preclinical modeling of kidney infection. Here, we demonstrate in a recently developed mouse model that beyond bladder infection, type 1 pili also are critical for establishment of ascending pyelonephritis. Bacterial mutants lacking the type 1 pilus adhesin (FimH) were unable to establish kidney infection in male C3H/HeN mice. We developed an in vitro model of FimH-dependent UPEC binding to renal collecting duct cells, and performed a CRISPR screen in these cells, identifying desmoglein-2 as a primary renal epithelial receptor for FimH. The mannosylated extracellular domain of human DSG2 bound directly to the lectin domain of FimH in vitro, and introduction of a mutation in the FimH mannose-binding pocket abolished binding to DSG2. In infected C3H/HeN mice, type 1-piliated UPEC and Dsg2 were co-localized within collecting ducts, and administration of mannoside FIM1033, a potent small-molecule inhibitor of FimH, significantly attenuated bacterial loads in pyelonephritis. Our results broaden the biological importance of FimH, specify the first renal FimH receptor, and indicate that FimH-targeted therapeutics will also have application in pyelonephritis. Urinary tract infections (UTIs) are among the most common bacterial infections in humans. While much has been discovered about how E. coli cause bladder infections, less is known about the host-pathogen interactions that underlie kidney infection (pyelonephritis). We employed recently developed mouse models to show that bacterial surface fibers called type 1 pili, which bear the adhesive protein FimH and are known to mediate E. coli binding to bladder epithelium, are also required for ascending kidney infection. We developed a cell-culture model of bacterial binding to renal collecting duct, then performed a screen using the gene-editing tool CRISPR to identify the first known FimH receptor in the kidney. This epithelial cell-surface protein, desmoglein-2, was shown to directly bind FimH, and we localized this binding to specific extracellular domains of DSG2. Further, we showed that mannosides, small-molecule FimH inhibitors currently in development to treat bladder infection, are also effective in experimental kidney infection. Our study reveals a novel host-pathogen interaction during pyelonephritis and demonstrates how this interaction may be therapeutically targeted.
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Affiliation(s)
- Lisa K. McLellan
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Michael R. McAllaster
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Arthur S. Kim
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Ľubomíra Tóthová
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Patrick D. Olson
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Jerome S. Pinkner
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Allyssa L. Daugherty
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Teri N. Hreha
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - James W. Janetka
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Daved H. Fremont
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Scott J. Hultgren
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Herbert W. Virgin
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - David A. Hunstad
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- * E-mail:
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Exploring the mechanism of the potent allosteric inhibitor compound2 on SHP2 WT and SHP2 F285S by molecular dynamics study. J Mol Graph Model 2020; 103:107807. [PMID: 33338846 DOI: 10.1016/j.jmgm.2020.107807] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 11/12/2020] [Accepted: 11/13/2020] [Indexed: 11/23/2022]
Abstract
Abnormal activation of Ras/MAPK signaling pathway could trigger excessive cell division. Src-homology 2 (SH2) domain-containing protein tyrosine phosphatase (SHP2) could promote Ras/MAPK activation by integrating growth factor signals. Thus, SHP2 inhibitors had become a hot topic in the treatment of cancer. SHP2F285S, mutation in SHP2, was detected in leukemia variants. The compound 2 (3-benzyl-8-chloro-2-hydroxy-4H-benzo[4,5]thiazolo[3,2-a]pyrimidin-4-one) had been reported that it was a potent allosteric inhibitor of both SHP2 wild type (SHP2WT) and the F285S mutant (SHP2F285S). However, the mechanism of inhibition remained to be further discovered. Herein, molecular docking and molecular dynamic (MD) simulation were performed to explain the inhibition mechanism of compound 2 on SHP2WT and SHP2F285S. Overall, the molecular docking analysis revealed that compound 2 maintained the "close" structure of SHP2 protein probably by locking the C-SH2 and PTP domain. Next, post-analysis demonstrated that compound 2 might make TYR66-GLU76 of D'E-loop in N-SH2 and GLU258-LYS266 of B'C-loop, HIS458-ARG465 of P-loop, VAL497-THR507 of Q-loop in PTP domain regions tightly connect and much easier maintain "self-inhibited" conformation of SHP2F285S-compound2 than that of SHP2WT-compound2. Importantly, GLU76 of D'E-loop could play a vital role in inhibition of SHP2WT-compound2 and SHP2F285S-compound2. This work provided a reliable clue to develop novel inhibitors for leukemia related to SHP2F285S.
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