Literature DB >> 28096331

One-step design of a stable variant of the malaria invasion protein RH5 for use as a vaccine immunogen.

Ivan Campeotto1, Adi Goldenzweig2, Jack Davey1, Lea Barfod3, Jennifer M Marshall3, Sarah E Silk3, Katherine E Wright1, Simon J Draper3, Matthew K Higgins4, Sarel J Fleishman5.   

Abstract

Many promising vaccine candidates from pathogenic viruses, bacteria, and parasites are unstable and cannot be produced cheaply for clinical use. For instance, Plasmodium falciparum reticulocyte-binding protein homolog 5 (PfRH5) is essential for erythrocyte invasion, is highly conserved among field isolates, and elicits antibodies that neutralize in vitro and protect in an animal model, making it a leading malaria vaccine candidate. However, functional RH5 is only expressible in eukaryotic systems and exhibits moderate temperature tolerance, limiting its usefulness in hot and low-income countries where malaria prevails. Current approaches to immunogen stabilization involve iterative application of rational or semirational design, random mutagenesis, and biochemical characterization. Typically, each round of optimization yields minor improvement in stability, and multiple rounds are required. In contrast, we developed a one-step design strategy using phylogenetic analysis and Rosetta atomistic calculations to design PfRH5 variants with improved packing and surface polarity. To demonstrate the robustness of this approach, we tested three PfRH5 designs, all of which showed improved stability relative to wild type. The best, bearing 18 mutations relative to PfRH5, expressed in a folded form in bacteria at >1 mg of protein per L of culture, and had 10-15 °C higher thermal tolerance than wild type, while also retaining ligand binding and immunogenic properties indistinguishable from wild type, proving its value as an immunogen for a future generation of vaccines against the malaria blood stage. We envision that this efficient computational stability design methodology will also be used to enhance the biophysical properties of other recalcitrant vaccine candidates from emerging pathogens.

Entities:  

Keywords:  PROSS; Rosetta; immunogen design; malaria

Mesh:

Substances:

Year:  2017        PMID: 28096331      PMCID: PMC5293100          DOI: 10.1073/pnas.1616903114

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  39 in total

1.  Anti-apical-membrane-antigen-1 antibody is more effective than anti-42-kilodalton-merozoite-surface-protein-1 antibody in inhibiting plasmodium falciparum growth, as determined by the in vitro growth inhibition assay.

Authors:  Kazutoyo Miura; Hong Zhou; Ababacar Diouf; Samuel E Moretz; Michael P Fay; Louis H Miller; Laura B Martin; Mark A Pierce; Ruth D Ellis; Gregory E D Mullen; Carole A Long
Journal:  Clin Vaccine Immunol       Date:  2009-05-13

2.  Sequence context-specific profiles for homology searching.

Authors:  A Biegert; J Söding
Journal:  Proc Natl Acad Sci U S A       Date:  2009-02-20       Impact factor: 11.205

3.  Features and development of Coot.

Authors:  P Emsley; B Lohkamp; W G Scott; K Cowtan
Journal:  Acta Crystallogr D Biol Crystallogr       Date:  2010-03-24

Review 4.  Scaling and assessment of data quality.

Authors:  Philip Evans
Journal:  Acta Crystallogr D Biol Crystallogr       Date:  2005-12-14

5.  The blood-stage malaria antigen PfRH5 is susceptible to vaccine-inducible cross-strain neutralizing antibody.

Authors:  Alexander D Douglas; Andrew R Williams; Joseph J Illingworth; Gathoni Kamuyu; Sumi Biswas; Anna L Goodman; David H Wyllie; Cécile Crosnier; Kazutoyo Miura; Gavin J Wright; Carole A Long; Faith H Osier; Kevin Marsh; Alison V Turner; Adrian V S Hill; Simon J Draper
Journal:  Nat Commun       Date:  2011-12-20       Impact factor: 14.919

6.  Structure of malaria invasion protein RH5 with erythrocyte basigin and blocking antibodies.

Authors:  Katherine E Wright; Kathryn A Hjerrild; Jonathan Bartlett; Alexander D Douglas; Jing Jin; Rebecca E Brown; Joseph J Illingworth; Rebecca Ashfield; Stine B Clemmensen; Willem A de Jongh; Simon J Draper; Matthew K Higgins
Journal:  Nature       Date:  2014-08-17       Impact factor: 49.962

7.  Crystal structure of PfRh5, an essential P. falciparum ligand for invasion of human erythrocytes.

Authors:  Lin Chen; Yibin Xu; Julie Healer; Jenny K Thompson; Brian J Smith; Michael C Lawrence; Alan F Cowman
Journal:  Elife       Date:  2014-10-08       Impact factor: 8.140

8.  Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability.

Authors:  Adi Goldenzweig; Moshe Goldsmith; Shannon E Hill; Or Gertman; Paola Laurino; Yacov Ashani; Orly Dym; Tamar Unger; Shira Albeck; Jaime Prilusky; Raquel L Lieberman; Amir Aharoni; Israel Silman; Joel L Sussman; Dan S Tawfik; Sarel J Fleishman
Journal:  Mol Cell       Date:  2016-07-14       Impact factor: 17.970

9.  Production of full-length soluble Plasmodium falciparum RH5 protein vaccine using a Drosophila melanogaster Schneider 2 stable cell line system.

Authors:  Kathryn A Hjerrild; Jing Jin; Katherine E Wright; Rebecca E Brown; Jennifer M Marshall; Geneviève M Labbé; Sarah E Silk; Catherine J Cherry; Stine B Clemmensen; Thomas Jørgensen; Joseph J Illingworth; Daniel G W Alanine; Kathryn H Milne; Rebecca Ashfield; Willem A de Jongh; Alexander D Douglas; Matthew K Higgins; Simon J Draper
Journal:  Sci Rep       Date:  2016-07-26       Impact factor: 4.379

10.  Phaser crystallographic software.

Authors:  Airlie J McCoy; Ralf W Grosse-Kunstleve; Paul D Adams; Martyn D Winn; Laurent C Storoni; Randy J Read
Journal:  J Appl Crystallogr       Date:  2007-07-13       Impact factor: 3.304

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  29 in total

1.  Directed evolution methods for overcoming trade-offs between protein activity and stability.

Authors:  Samuel D Stimple; Matthew D Smith; Peter M Tessier
Journal:  AIChE J       Date:  2019-10-09       Impact factor: 3.993

2.  Stabilizing proteins, simplified: A Rosetta-based webtool for predicting favorable mutations.

Authors:  David F Thieker; Jack B Maguire; Stephan T Kudlacek; Andrew Leaver-Fay; Sergey Lyskov; Brian Kuhlman
Journal:  Protein Sci       Date:  2022-10       Impact factor: 6.993

3.  A PROSS-designed extensively mutated estrogen receptor α variant displays enhanced thermal stability while retaining native allosteric regulation and structure.

Authors:  Mark Kriegel; Hanna J Wiederanders; Sewar Alkhashrom; Jutta Eichler; Yves A Muller
Journal:  Sci Rep       Date:  2021-05-18       Impact factor: 4.379

Review 4.  Can We AlphaFold Our Way Out of the Next Pandemic?

Authors:  Matthew K Higgins
Journal:  J Mol Biol       Date:  2021-06-08       Impact factor: 5.469

5.  Modeling Immunity with Rosetta: Methods for Antibody and Antigen Design.

Authors:  Clara T Schoeder; Samuel Schmitz; Jared Adolf-Bryfogle; Alexander M Sevy; Jessica A Finn; Marion F Sauer; Nina G Bozhanova; Benjamin K Mueller; Amandeep K Sangha; Jaume Bonet; Jonathan H Sheehan; Georg Kuenze; Brennica Marlow; Shannon T Smith; Hope Woods; Brian J Bender; Cristina E Martina; Diego Del Alamo; Pranav Kodali; Alican Gulsevin; William R Schief; Bruno E Correia; James E Crowe; Jens Meiler; Rocco Moretti
Journal:  Biochemistry       Date:  2021-03-11       Impact factor: 3.162

6.  Principles for computational design of binding antibodies.

Authors:  Dror Baran; M Gabriele Pszolla; Gideon D Lapidoth; Christoffer Norn; Orly Dym; Tamar Unger; Shira Albeck; Michael D Tyka; Sarel J Fleishman
Journal:  Proc Natl Acad Sci U S A       Date:  2017-09-25       Impact factor: 11.205

7.  PROSS 2: a new server for the design of stable and highly expressed protein variants.

Authors:  Jonathan Jacob Weinstein; Adi Goldenzweig; Shlomo-Yakir Hoch; Sarel Jacob Fleishman
Journal:  Bioinformatics       Date:  2020-12-26       Impact factor: 6.937

8.  Generation of highly selective monoclonal antibodies inhibiting a recalcitrant protease using decoy designs.

Authors:  Ki Baek Lee; Zachary S Dunn; Tyler Lopez; Zahid Mustafa; Xin Ge
Journal:  Biotechnol Bioeng       Date:  2020-08-06       Impact factor: 4.530

9.  Design of a basigin-mimicking inhibitor targeting the malaria invasion protein RH5.

Authors:  Shira Warszawski; Elya Dekel; Ivan Campeotto; Jennifer M Marshall; Katherine E Wright; Oliver Lyth; Orli Knop; Neta Regev-Rudzki; Matthew K Higgins; Simon J Draper; Jake Baum; Sarel J Fleishman
Journal:  Proteins       Date:  2019-08-02

10.  Reduced blood-stage malaria growth and immune correlates in humans following RH5 vaccination.

Authors:  Angela M Minassian; Sarah E Silk; Jordan R Barrett; Carolyn M Nielsen; Kazutoyo Miura; Ababacar Diouf; Carolin Loos; Jonathan K Fallon; Ashlin R Michell; Michael T White; Nick J Edwards; Ian D Poulton; Celia H Mitton; Ruth O Payne; Michael Marks; Hector Maxwell-Scott; Antonio Querol-Rubiera; Karen Bisnauthsing; Rahul Batra; Tatiana Ogrina; Nathan J Brendish; Yrene Themistocleous; Thomas A Rawlinson; Katherine J Ellis; Doris Quinkert; Megan Baker; Raquel Lopez Ramon; Fernando Ramos Lopez; Lea Barfod; Pedro M Folegatti; Daniel Silman; Mehreen Datoo; Iona J Taylor; Jing Jin; David Pulido; Alexander D Douglas; Willem A de Jongh; Robert Smith; Eleanor Berrie; Amy R Noe; Carter L Diggs; Lorraine A Soisson; Rebecca Ashfield; Saul N Faust; Anna L Goodman; Alison M Lawrie; Fay L Nugent; Galit Alter; Carole A Long; Simon J Draper
Journal:  Med (N Y)       Date:  2021-06-11
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