Skip to main content

Advertisement

Log in

ImitateDB: A database for domain and motif mimicry incorporating host and pathogen protein interactions

  • Original Article
  • Published:
Amino Acids Aims and scope Submit manuscript

Abstract

Molecular mimicry of host proteins by pathogens constitutes a strategy to hijack the host pathways. At present, there is no dedicated resource for mimicked domains and motifs in the host–pathogen interactome. In this work, the experimental host–pathogen (HP) and host–host (HH) protein–protein interactions (PPIs) were collated. The domains and motifs of these proteins were annotated using CD Search and ScanProsite, respectively. Host and pathogen proteins with a shared host interactor and similar domain/motif constitute a mimicry pair exhibiting global structural similarity (domain mimicry pair; DMP) or local sequence motif similarity (motif mimicry pair; MMP). Mimicry pairs are likely to be co-expressed and co-localized. 1,97,607 DMPs and 32,67,568 MMPs were identified in 49,265 experimental HP-PPIs and organized in a web-based resource, ImitateDB (http://imitatedb.sblab-nsit.net) that can be easily queried. The results are externally integrated using hyperlinked domain PSSM ID, motif ID, protein ID and PubMed ID. Kinase, UL36, Smc and DEXDc were frequent DMP domains whereas protein kinase C phosphorylation, casein kinase 2 phosphorylation, glycosylation and myristoylation sites were frequent MMP motifs. Novel DMP domains SANT, Tudor, PhoX and MMP motif microbody C-terminal targeting signal, cornichon signature and lipocalin signature were proposed. ImitateDB is a novel resource for identifying mimicry in interacting host and pathogen proteins.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Data availability

The authors confirm that the data supporting the findings of this study are available at http://imitatedb.sblab-nsit.net. The python script for the identification of DMP/MMP is available at the following link: https://github.com/sblab/ImitateDB.git. At present, Imitate DB contains information from HP-PPIs up to April 2021. We plan to update this database regularly as new releases of the contributing databases become available. Apart from collating all the HP-PPIs from different databases, we are working towards mining the HP-PPIs from literature for computation of additional DMPs and MMPs. We plan to compute DMPs and MMPs for predicted HP-PPIs. Work is also ongoing for providing information on DMPs/MMPs for Sars-CoV-2.

Abbreviations

HP-PPI:

Host–pathogen protein–protein interaction

HHI:

Host–host interaction

DMP:

Domain mimicry pair

MMP:

Motif mimicry pair

SANT:

Swi3, Ada2, N-Cor, and TFIIIB

CD search:

Conserved domain search

PSSM:

Position-specific scoring matrices

COG:

Cluster of orthologs

PKC:

Protein kinase C

CK2:

Casein kinase II

References

  • Ahmed H et al (2018) Network biology discovers pathogen contact points in host protein–protein interactomes. Nat Commun 9(1):2312

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Ammari MG et al (2016) HPIDB 2.0: a curated database for host-pathogen interactions. Database (Oxford) 2016

  • Beattie E, T J, Paoletti E (1991) Vaccinia virus-encoded eIF-2 alpha homolog abrogates the antiviral effect of interferon. Virology 183(1):419–22

    Article  CAS  PubMed  Google Scholar 

  • Bennett MK et al (1993) The syntaxin family of vesicular transport receptors. Cell 74(5):863–873

    Article  CAS  PubMed  Google Scholar 

  • Beyer AR et al (2015) The Anaplasma phagocytophilum effector AmpA hijacks host cell SUMOylation. Cell Microbiol 17(4):504–519

    Article  CAS  PubMed  Google Scholar 

  • Bhat MI et al (2019) Escherichia coli K12: An evolving opportunistic commensal gut microbe distorts barrier integrity in human intestinal cells. Microb Pathog 133:103545

    Article  PubMed  Google Scholar 

  • Brown KR, Jurisica I (2007) Unequal evolutionary conservation of human protein interactions in interologous networks. Genome Biol 8(5):R95

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Burg JS et al (2015) Structural biology. Structural basis for chemokine recognition and activation of a viral G protein-coupled receptor. Science 347(6226):1113–7

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cazzanelli G et al (2018) The Yeast Saccharomyces cerevisiae as a model for understanding RAS proteins and their role in human tumorigenesis. Cells 7(2):4

    Article  CAS  Google Scholar 

  • Chatr-aryamontri A et al (2007) MINT: the molecular INTeraction database. Nucleic Acids Res 35:D572-4

    Article  CAS  PubMed  Google Scholar 

  • Chen YF, Xia Y (2021) Structural profiling of bacterial effectors reveals enrichment of host-interacting domains and motifs. Front Mol Biosci 8:626600

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Chill JH et al (2003) The human type I interferon receptor: NMR structure reveals the molecular basis of ligand binding. Structure 11(7):791–802

    Article  CAS  PubMed  Google Scholar 

  • Crispin M, Doores KJ (2015) Targeting host-derived glycans on enveloped viruses for antibody-based vaccine design. Curr Opin Virol 11:63–69

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Crispin M, Ward AB, Wilson IA (2018) Structure and Immune recognition of the HIV glycan shield. Annu Rev Biophys 47:499–523

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cromie GA, C JC, Leach DR (2001) Recombination at double-strand breaks and DNA ends: conserved mechanisms from phage to humans. Mol Cell 8:1163–74

    Article  CAS  PubMed  Google Scholar 

  • Crua Asensio N et al (2017) Centrality in the host-pathogen interactome is associated with pathogen fitness during infection. Nat Commun 8:14092

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cusick MF, Libbey JE, Fujinami RS (2012) Molecular mimicry as a mechanism of autoimmune disease. Clin Rev Allergy Immunol 42(1):102–111

    Article  CAS  PubMed  Google Scholar 

  • Damian RT (1964) Molecular mimicry: antigen sharing by parasite and host and its consequences. Am Nat 98(200):129–149

    Article  Google Scholar 

  • Dar AC, Sicheri F (2002) X-ray crystal structure and functional analysis of vaccinia virus K3L reveals molecular determinants for PKR subversion and substrate recognition. Mol Cell 10(2):295–305

    Article  CAS  PubMed  Google Scholar 

  • Davey NE, Trave G, Gibson TJ (2011) How viruses hijack cell regulation. Trends Biochem Sci 36(3):159–169

    Article  CAS  PubMed  Google Scholar 

  • de Castro E et al (2006) ScanProsite: detection of PROSITE signature matches and ProRule-associated functional and structural residues in proteins. Nucleic Acids Res 34:W362-5

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Dean Southwood SR (2019) Host-pathogen interactions. Encycl Bioinform Comput Biol 3:103–112

    Google Scholar 

  • Diaz A, Ferreira A, Sim RB (1997) Complement evasion by Echinococcus granulosus: sequestration of host factor H in the hydatid cyst wall. J Immunol 158(8):3779–3786

    CAS  PubMed  Google Scholar 

  • Doxey AC, McConkey BJ (2013) Prediction of molecular mimicry candidates in human pathogenic bacteria. Virulence 4(6):453–466

    Article  PubMed  PubMed Central  Google Scholar 

  • Durmus Tekir S, Cakir T, Ulgen KO (2012) Infection strategies of bacterial and viral pathogens through pathogen-human protein–protein interactions. Front Microbiol 3:46

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Durmus Tekir S et al (2013) PHISTO: pathogen-host interaction search tool. Bioinformatics 29(10):1357–1358

    Article  PubMed  CAS  Google Scholar 

  • Duro N, Miskei M, Fuxreiter M (2015) Fuzziness endows viral motif-mimicry. Mol Biosyst 11(10):2821–2829

    Article  CAS  PubMed  Google Scholar 

  • Ferreira PG, Azevedo PJ (2007) Evaluating deterministic motif significance measures in protein databases. Algorithms Mol Biol 2:16

    Article  PubMed  PubMed Central  Google Scholar 

  • Flower DR (1996) The lipocalin protein family: structure and function. Biochem J 318:1–14

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Franzosa EA, Xia Y (2011) Structural principles within the human-virus protein–protein interaction network. Proc Natl Acad Sci U S A 108(26):10538–10543

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gagnaire A et al (2017) Collateral damage: insights into bacterial mechanisms that predispose host cells to cancer. Nat Rev Microbiol 15(2):109–128

    Article  CAS  PubMed  Google Scholar 

  • Gandhi TK et al (2006) Analysis of the human protein interactome and comparison with yeast, worm and fly interaction datasets. Nat Genet 38(3):285–293

    Article  CAS  PubMed  Google Scholar 

  • Garamszegi S, Franzosa EA, Xia Y (2013) Signatures of pleiotropy, economy and convergent evolution in a domain-resolved map of human-virus protein–protein interaction networks. PLoS Pathog 9(12):e1003778

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Garg A et al (2017) miPepBase: a database of experimentally verified peptides involved in molecular mimicry. Front Microbiol 8:2053

    Article  PubMed  PubMed Central  Google Scholar 

  • Goll J et al (2008) MPIDB: the microbial protein interaction database. Bioinformatics 24(15):1743–1744

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gould SJ et al (1989) A conserved tripeptide sorts proteins to peroxisomes. J Cell Biol 108(5):1657–1664

    Article  CAS  PubMed  Google Scholar 

  • Guarino E, Salguero I, Kearsey SE (2014) Cellular regulation of ribonucleotide reductase in eukaryotes. Semin Cell Dev Biol 30:97–103

    Article  CAS  PubMed  Google Scholar 

  • Guven-Maiorov E, Tsai CJ, Nussinov R (2016) Pathogen mimicry of host protein–protein interfaces modulates immunity. Semin Cell Dev Biol 58:136–145

    Article  CAS  PubMed  Google Scholar 

  • Guven-Maiorov E et al (2020) HMI-PRED: a web server for structural prediction of host-microbe interactions based on interface mimicry. J Mol Biol 432(11):3395–3403

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Haigis MC, Guarente LP (2006) Mammalian sirtuins–emerging roles in physiology, aging, and calorie restriction. Genes Dev 20(21):2913–2921

    Article  CAS  PubMed  Google Scholar 

  • Hermjakob H et al (2004) IntAct: an open source molecular interaction database. Nucleic Acids Res 32:D452-5

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Huang Z et al (2009) Structural insights into host GTPase isoform selection by a family of bacterial GEF mimics. Nat Struct Mol Biol 16(8):853–860

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Huerta-Cepas J et al (2019) eggNOG 5.0: a hierarchical, functionally and phylogenetically annotated orthology resource based on 5090 organisms and 2502 viruses. Nucleic Acids Res 47(D1):D309–D314

    Article  CAS  PubMed  Google Scholar 

  • Ivanov SS et al (2010) Lipidation by the host prenyltransferase machinery facilitates membrane localization of Legionella pneumophila effector proteins. J Biol Chem 285(45):34686–34698

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kang H et al (2017) Sirt1 carboxyl-domain is an ATP-repressible domain that is transferrable to other proteins. Nat Commun 8:15560

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Keating JA, Striker R (2012) Phosphorylation events during viral infections provide potential therapeutic targets. Rev Med Virol 22(3):166–181

    Article  CAS  PubMed  Google Scholar 

  • Kumar R et al (2020) Role of host-mediated post-translational modifications (PTMs) in RNA virus pathogenesis. Int J Mol Sci 22(1):323

    Article  PubMed Central  CAS  Google Scholar 

  • Kvansakul M, Hinds MG (2013) Structural biology of the Bcl-2 family and its mimicry by viral proteins. Cell Death Dis 4:e909

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Launay G et al (2015) MatrixDB, the extracellular matrix interaction database: updated content, a new navigator and expanded functionalities. Nucleic Acids Res 43:D321-7

    Article  CAS  PubMed  Google Scholar 

  • Lee PC et al (2020) The Legionella kinase LegK7 exploits the Hippo pathway scaffold protein MOB1A for allostery and substrate phosphorylation. Proc Natl Acad Sci U S A 117(25):14433–14443

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Li T et al (2013) SET-domain bacterial effectors target heterochromatin protein 1 to activate host rDNA transcription. EMBO Rep 14(8):733–740

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lilley CE, Schwartz RA, Weitzman MD (2007) Using or abusing: viruses and the cellular DNA damage response. Trends Microbiol 15(3):119–126

    Article  CAS  PubMed  Google Scholar 

  • Ludin P, Nilsson D, Maser P (2011) Genome-wide identification of molecular mimicry candidates in parasites. PLoS ONE 6(3):e17546

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lynn DJ et al (2008) InnateDB: facilitating systems-level analyses of the mammalian innate immune response. Mol Syst Biol 4:218

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Marchler-Bauer A et al (2011) CDD: a conserved domain database for the functional annotation of proteins. Nucleic Acids Res 39:D225-9

    Article  CAS  PubMed  Google Scholar 

  • Mathews MB, Hershey JW (2015) The translation factor eIF5A and human cancer. Biochim Biophys Acta 1849(7):836–844

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Maurer-Stroh S, Eisenhaber F (2004) Myristoylation of viral and bacterial proteins. Trends Microbiol 12(4):178–185

    Article  CAS  PubMed  Google Scholar 

  • Mayer KA et al (2019) Hijacking the supplies: metabolism as a novel facet of virus-host interaction. Front Immunol 10:1533

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • McClain MT et al (2005) Early events in lupus humoral autoimmunity suggest initiation through molecular mimicry. Nat Med 11(1):85–89

    Article  CAS  PubMed  Google Scholar 

  • Meier-Stephenson V et al (2018) DEAD-box helicases: the Yin and Yang roles in viral infections. Biotechnol Genet Eng Rev 34(1):3–32

    Article  CAS  PubMed  Google Scholar 

  • Mi H et al (2021) PANTHER version 16: a revised family classification, tree-based classification tool, enhancer regions and extensive API. Nucleic Acids Res 49(D1):D394–D403

    Article  CAS  PubMed  Google Scholar 

  • Mudunuri U et al (2009) bioDBnet: the biological database network. Bioinformatics 25(4):555–556

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Navratil V et al (2009) VirHostNet: a knowledge base for the management and the analysis of proteome-wide virus-host interaction networks. Nucleic Acids Res 37:D661-8

    Article  CAS  PubMed  Google Scholar 

  • Newcomb WW, Brown JC (2010) Structure and capsid association of the herpesvirus large tegument protein UL36. J Virol 84(18):9408–9414

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Nicod C, Banaei-Esfahani A, Collins BC (2017) Elucidation of host-pathogen protein–protein interactions to uncover mechanisms of host cell rewiring. Curr Opin Microbiol 39:7–15

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Pek JW, Anand A, Kai T (2012) Tudor domain proteins in development. Development 139(13):2255–2266

    Article  CAS  PubMed  Google Scholar 

  • Perez-Torrado R, Querol A (2015) Opportunistic strains of saccharomyces cerevisiae: a potential risk sold in food products. Front Microbiol 6:1522

    PubMed  Google Scholar 

  • Rosas-Santiago P et al (1864) (2017) Plant and yeast cornichon possess a conserved acidic motif required for correct targeting of plasma membrane cargos. Biochimica et biophysica acta. Mol Cell Res 10:1809–1818

    Google Scholar 

  • Samano-Sanchez H, Gibson TJ (2020) Mimicry of short linear motifs by bacterial pathogens: a drugging opportunity. Trends Biochem Sci 45(6):526–544

    Article  CAS  PubMed  Google Scholar 

  • Schipke J et al (2012) The C terminus of the large tegument protein pUL36 contains multiple capsid binding sites that function differently during assembly and cell entry of herpes simplex virus. J Virol 86(7):3682–3700

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schwikowski B, Uetz P, Fields S (2000) A network of protein–protein interactions in yeast. Nat Biotechnol 18(12):1257–1261

    Article  CAS  PubMed  Google Scholar 

  • Seabright GE et al (2019) Protein and glycan mimicry in HIV vaccine design. J Mol Biol 431(12):2223–2247

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sharp TV, Witzel JE, Jagus R (1997) Homologous regions of the alpha subunit of eukaryotic translational initiation factor 2 (eIF2alpha) and the vaccinia virus K3L gene product interact with the same domain within the dsRNA-activated protein kinase (PKR). Eur J Biochem 250(1):85–91

    Article  CAS  PubMed  Google Scholar 

  • Spiess C et al (2004) Mechanism of the eukaryotic chaperonin: protein folding in the chamber of secrets. Trends Cell Biol 14(11):598–604

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Standfuss J (2015) Structural biology. Viral Chemokine Mimicry Sci 347(6226):1071–1072

    CAS  Google Scholar 

  • Stark C et al (2006) BioGRID: a general repository for interaction datasets. Nucleic Acids Res 34:D535-9

    Article  CAS  PubMed  Google Scholar 

  • Stebbins CE, Galan JE (2000) Modulation of host signaling by a bacterial mimic: structure of the Salmonella effector SptP bound to Rac1. Mol Cell 6(6):1449–1460

    Article  CAS  PubMed  Google Scholar 

  • The UniProt C (2017) UniProt: the universal protein knowledgebase. Nucleic Acids Res 45(D1):D158–D169

    Article  CAS  Google Scholar 

  • Venigalla SSK, Premakumar S, Janakiraman V (2020) A possible role for autoimmunity through molecular mimicry in alphavirus mediated arthritis. Sci Rep 10(1):938

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Via A et al (2015) How pathogens use linear motifs to perturb host cell networks. Trends Biochem Sci 40(1):36–48

    Article  CAS  PubMed  Google Scholar 

  • Wagh K et al (2018) Completeness of HIV-1 envelope glycan shield at transmission determines neutralization breadth. Cell Rep 25(4):893-908 e7

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Weaver TM et al (2019) The EZH2 SANT1 domain is a histone reader providing sensitivity to the modification state of the H4 tail. Sci Rep 9(1):987

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Weitao T, Dasgupta S, Nordström K (2000) Role of the mukB gene in chromosome and plasmid partition in Escherichia coli. Mol Microbiol 38(2):392–400

    Article  CAS  PubMed  Google Scholar 

  • Wolfe CJ, Kohane IS, Butte AJ (2005) Systematic survey reveals general applicability of “guilt-by-association” within gene coexpression networks. BMC Bioinformatics 6:227

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Wu S et al (2005) LMP1 protein from the Epstein-Barr virus is a structural CD40 decoy in B lymphocytes for binding to TRAF3. J Biol Chem 280(39):33620–33626

    Article  CAS  PubMed  Google Scholar 

  • Xenarios I et al (2000) DIP: the database of interacting proteins. Nucleic Acids Res 28(1):289–291

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Xu Y et al (2001) The Phox homology (PX) domain, a new player in phosphoinositide signalling. Biochem J 360(Pt 3):513–530

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yapici-Eser H et al (2021) Neuropsychiatric symptoms of COVID-19 Explained by SARS-CoV-2 proteins’ mimicry of human protein interactions. Front Hum Neurosci 15:656313

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yoshida T, Claverie JM, Ogata H (2011) Mimivirus reveals Mre11/Rad50 fusion proteins with a sporadic distribution in eukaryotes, bacteria, viruses and plasmids. Virol J 8:427

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yoshimura SH, Hirano T (2016) HEAT repeats - versatile arrays of amphiphilic helices working in crowded environments? J Cell Sci 129(21):3963–3970

    CAS  PubMed  Google Scholar 

  • Yuan S et al (2020) Viruses harness YxxO motif to interact with host AP2M1 for replication: a vulnerable broad-spectrum antiviral target. Sci Adv 6(35):eaba7910

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

ST acknowledges Netaji Subhas University of Technology for grant of Teaching cum Research Fellowship. SB acknowledges Indian Council of Medical Research for project Grant ID 2021-6412.

Author information

Authors and Affiliations

Authors

Contributions

ST: carried out data cleaning, enrichment and organisation, development of the database, analysis, and manuscript preparation. VB: developed the backend and front end of the web interface. TM: carried out data acquisition and cleaning. SB: was involved in conception, design, analysis, and supervision of the study. The manuscript was reviewed by all the authors.

Corresponding author

Correspondence to Sonika Bhatnagar.

Ethics declarations

Conflict of interest

The authors declare that they have no competing interests.

Ethical approval

Research involving human participants and/or animals. It is declared that no human participants and/or animals are used in this work.

Informed consent

Not applicable.

Additional information

Handling editor: D. Frishman.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 1370 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tayal, S., Bhatia, V., Mehrotra, T. et al. ImitateDB: A database for domain and motif mimicry incorporating host and pathogen protein interactions. Amino Acids 54, 923–934 (2022). https://doi.org/10.1007/s00726-022-03163-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00726-022-03163-3

Keywords