Literature DB >> 25368410

Protectome analysis: a new selective bioinformatics tool for bacterial vaccine candidate discovery.

Emrah Altindis1, Roberta Cozzi1, Benedetta Di Palo1, Francesca Necchi1, Ravi P Mishra1, Maria Rita Fontana1, Marco Soriani1, Fabio Bagnoli1, Domenico Maione1, Guido Grandi2, Sabrina Liberatori1.   

Abstract

New generation vaccines are in demand to include only the key antigens sufficient to confer protective immunity among the plethora of pathogen molecules. In the last decade, large-scale genomics-based technologies have emerged. Among them, the Reverse Vaccinology approach was successfully applied to the development of an innovative vaccine against Neisseria meningitidis serogroup B, now available on the market with the commercial name BEXSERO® (Novartis Vaccines). The limiting step of such approaches is the number of antigens to be tested in in vivo models. Several laboratories have been trying to refine the original approach in order to get to the identification of the relevant antigens straight from the genome. Here we report a new bioinformatics tool that moves a first step in this direction. The tool has been developed by identifying structural/functional features recurring in known bacterial protective antigens, the so called "Protectome space," and using such "protective signatures" for protective antigen discovery. In particular, we applied this new approach to Staphylococcus aureus and Group B Streptococcus and we show that not only already known protective antigens were re-discovered, but also two new protective antigens were identified.
© 2015 by The American Society for Biochemistry and Molecular Biology, Inc.

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Year:  2014        PMID: 25368410      PMCID: PMC4350036          DOI: 10.1074/mcp.M114.039362

Source DB:  PubMed          Journal:  Mol Cell Proteomics        ISSN: 1535-9476            Impact factor:   5.911


  31 in total

1.  Accurate formula for P-values of gapped local sequence and profile alignments.

Authors:  R Mott
Journal:  J Mol Biol       Date:  2000-07-14       Impact factor: 5.469

Review 2.  The cell surface proteome of Staphylococcus aureus.

Authors:  Annette Dreisbach; Jan Maarten van Dijl; Girbe Buist
Journal:  Proteomics       Date:  2011-05-31       Impact factor: 3.984

Review 3.  Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.

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Journal:  Nucleic Acids Res       Date:  1997-09-01       Impact factor: 16.971

4.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice.

Authors:  J D Thompson; D G Higgins; T J Gibson
Journal:  Nucleic Acids Res       Date:  1994-11-11       Impact factor: 16.971

5.  Approach to discover T- and B-cell antigens of intracellular pathogens applied to the design of Chlamydia trachomatis vaccines.

Authors:  Oretta Finco; Elisabetta Frigimelica; Francesca Buricchi; Roberto Petracca; Giuliano Galli; Elisa Faenzi; Eva Meoni; Alessandra Bonci; Mauro Agnusdei; Filomena Nardelli; Erika Bartolini; Maria Scarselli; Elena Caproni; Donatello Laera; Luisanna Zedda; David Skibinski; Serena Giovinazzi; Riccardo Bastone; Elvira Ianni; Roberto Cevenini; Guido Grandi; Renata Grifantini
Journal:  Proc Natl Acad Sci U S A       Date:  2011-05-31       Impact factor: 11.205

6.  Identification of vaccine candidates against serogroup B meningococcus by whole-genome sequencing.

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Journal:  Science       Date:  2000-03-10       Impact factor: 47.728

7.  Profiling the surfacome of Staphylococcus aureus.

Authors:  Annette Dreisbach; Kristina Hempel; Girbe Buist; Michael Hecker; Dörte Becher; Jan Maarten van Dijl
Journal:  Proteomics       Date:  2010-09       Impact factor: 3.984

8.  Whole-genome random sequencing and assembly of Haemophilus influenzae Rd.

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Journal:  Science       Date:  1995-07-28       Impact factor: 47.728

9.  SMART 7: recent updates to the protein domain annotation resource.

Authors:  Ivica Letunic; Tobias Doerks; Peer Bork
Journal:  Nucleic Acids Res       Date:  2011-11-03       Impact factor: 16.971

10.  Pfam: the protein families database.

Authors:  Robert D Finn; Alex Bateman; Jody Clements; Penelope Coggill; Ruth Y Eberhardt; Sean R Eddy; Andreas Heger; Kirstie Hetherington; Liisa Holm; Jaina Mistry; Erik L L Sonnhammer; John Tate; Marco Punta
Journal:  Nucleic Acids Res       Date:  2013-11-27       Impact factor: 16.971

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  11 in total

Review 1.  How the Knowledge of Interactions between Meningococcus and the Human Immune System Has Been Used to Prepare Effective Neisseria meningitidis Vaccines.

Authors:  R Gasparini; D Panatto; N L Bragazzi; P L Lai; A Bechini; M Levi; P Durando; D Amicizia
Journal:  J Immunol Res       Date:  2015-08-17       Impact factor: 4.818

Review 2.  New vaccines: challenges of discovery.

Authors:  Adel Mahmoud
Journal:  Microb Biotechnol       Date:  2016-08-18       Impact factor: 5.813

3.  Vaccinology: The art of putting together the right ingredients.

Authors:  Alberto Grandi; Michele Tomasi; Guido Grandi
Journal:  Hum Vaccin Immunother       Date:  2016-01-11       Impact factor: 3.452

4.  Exploring host-pathogen interactions through genome wide protein microarray analysis.

Authors:  Luigi Scietti; Katia Sampieri; Irene Pinzuti; Erika Bartolini; Barbara Benucci; Alessia Liguori; Andreas F Haag; Paola Lo Surdo; Werner Pansegrau; Vincenzo Nardi-Dei; Laura Santini; Seguinde Arora; Xavier Leber; Simonetta Rindi; Silvana Savino; Paolo Costantino; Domenico Maione; Marcello Merola; Pietro Speziale; Matthew J Bottomley; Fabio Bagnoli; Vega Masignani; Mariagrazia Pizza; Meike Scharenberg; Jean-Marc Schlaeppi; Mikkel Nissum; Sabrina Liberatori
Journal:  Sci Rep       Date:  2016-06-15       Impact factor: 4.379

Review 5.  Omics Approaches for the Study of Adaptive Immunity to Staphylococcus aureus and the Selection of Vaccine Candidates.

Authors:  Silva Holtfreter; Julia Kolata; Sebastian Stentzel; Stephanie Bauerfeind; Frank Schmidt; Nandakumar Sundaramoorthy; Barbara M Bröker
Journal:  Proteomes       Date:  2016-03-07

6.  Retrospective Identification of a Broad IgG Repertoire Differentiating Patients With S. aureus Skin and Soft Tissue Infections From Controls.

Authors:  Fabio Rigat; Erika Bartolini; Mattia Dalsass; Neha Kumar; Sara Marchi; Pietro Speziale; Domenico Maione; Luqiu Chen; Maria Rosaria Romano; Maria-Luisa Alegre; Fabio Bagnoli; Robert S Daum; Michael Z David
Journal:  Front Immunol       Date:  2019-02-07       Impact factor: 7.561

7.  Bacterial Immunogenicity Prediction by Machine Learning Methods.

Authors:  Ivan Dimitrov; Nevena Zaharieva; Irini Doytchinova
Journal:  Vaccines (Basel)       Date:  2020-11-30

Review 8.  Structural and Computational Biology in the Design of Immunogenic Vaccine Antigens.

Authors:  Lassi Liljeroos; Enrico Malito; Ilaria Ferlenghi; Matthew James Bottomley
Journal:  J Immunol Res       Date:  2015-10-07       Impact factor: 4.818

Review 9.  Proteomics of Neisseria gonorrhoeae: the treasure hunt for countermeasures against an old disease.

Authors:  Benjamin I Baarda; Aleksandra E Sikora
Journal:  Front Microbiol       Date:  2015-10-26       Impact factor: 5.640

Review 10.  Vaccines Meet Big Data: State-of-the-Art and Future Prospects. From the Classical 3Is ("Isolate-Inactivate-Inject") Vaccinology 1.0 to Vaccinology 3.0, Vaccinomics, and Beyond: A Historical Overview.

Authors:  Nicola Luigi Bragazzi; Vincenza Gianfredi; Milena Villarini; Roberto Rosselli; Ahmed Nasr; Amr Hussein; Mariano Martini; Masoud Behzadifar
Journal:  Front Public Health       Date:  2018-03-05
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