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

Significance Malaria is one of the world’s most devastating infectious diseases, affecting hundreds of millions of people and resulting in nearly half a million deaths each year. The parasites that cause malaria must invade the red blood cells of an infected patient, while blocking this process prevents the disease. The PfRH5 protein is an exciting vaccine candidate required for red blood cell invasion by Plasmodium falciparum, the most deadly malaria parasite. Here, we describe our use of a streamlined computational methodology to design variants of PfRH5 that can be produced more simply and cheaply and that show greater thermal stability. This method has broad potential to help the design of vaccines that target many of the world’s most deadly diseases. 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.

[1]  Jim Warwicker,et al.  Soluble expression of proteins correlates with a lack of positively-charged surface , 2013, Scientific Reports.

[2]  Cinque S. Soto,et al.  Iterative structure-based improvement of a respiratory syncytial virus fusion glycoprotein vaccine , 2016, Nature Structural &Molecular Biology.

[3]  Dominic P. Kwiatkowski,et al.  BASIGIN is a receptor essential for erythrocyte invasion by Plasmodium falciparum , 2011, Nature.

[4]  Dong Soo Yun,et al.  HIV Vaccine Design to Target Germline Precursors of Glycan-Dependent Broadly Neutralizing Antibodies , 2016, Immunity.

[5]  J. Rayner,et al.  A full-length recombinant Plasmodium falciparum PfRH5 protein induces inhibitory antibodies that are effective across common PfRH5 genetic variants , 2013, Vaccine.

[6]  P. Evans,et al.  Scaling and assessment of data quality. , 2006, Acta crystallographica. Section D, Biological crystallography.

[7]  M. Bezanilla,et al.  Myosin VIII associates with microtubule ends and together with actin plays a role in guiding plant cell division , 2014, eLife.

[8]  M. Higgins,et al.  Production of full-length soluble Plasmodium falciparum RH5 protein vaccine using a Drosophila melanogaster Schneider 2 stable cell line system , 2016, Scientific Reports.

[9]  M. Fay,et al.  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 , 2009, Clinical and Vaccine Immunology.

[10]  Jaime Prilusky,et al.  Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability , 2016, Molecular cell.

[11]  Yuming Guo,et al.  The effect of air pollution on human physiological function in China: a longitudinal study , 2015, The Lancet.

[12]  D. Kaslow,et al.  Malaria vaccine R&D in the Decade of Vaccines: breakthroughs, challenges and opportunities. , 2013, Vaccine.

[13]  Randy J. Read,et al.  Phaser crystallographic software , 2007, Journal of applied crystallography.

[14]  Robert C. Edgar,et al.  MUSCLE: a multiple sequence alignment method with reduced time and space complexity , 2004, BMC Bioinformatics.

[15]  S. Ralph,et al.  Reticulocyte-binding protein homologue 5 - an essential adhesin involved in invasion of human erythrocytes by Plasmodium falciparum. , 2009, International journal for parasitology.

[16]  Jack Snoeyink,et al.  Scientific benchmarks for guiding macromolecular energy function improvement. , 2013, Methods in enzymology.

[17]  John C. Tan,et al.  Analysis of Plasmodium falciparum diversity in natural infections by deep sequencing , 2012, Nature.

[18]  D. Baker,et al.  Computation-Guided Backbone Grafting of a Discontinuous Motif onto a Protein Scaffold , 2011, Science.

[19]  P. Emsley,et al.  Features and development of Coot , 2010, Acta crystallographica. Section D, Biological crystallography.

[20]  John P. Moore,et al.  Stabilization of the Soluble, Cleaved, Trimeric Form of the Envelope Glycoprotein Complex of Human Immunodeficiency Virus Type 1 , 2002, Journal of Virology.

[21]  Randy J. Read,et al.  Overview of the CCP4 suite and current developments , 2011, Acta crystallographica. Section D, Biological crystallography.

[22]  C. Pace,et al.  Toward a molecular understanding of protein solubility: increased negative surface charge correlates with increased solubility. , 2012, Biophysical journal.

[23]  T. Horii,et al.  Recent advances in recombinant protein-based malaria vaccines , 2015, Vaccine.

[24]  Katherine E. Wright,et al.  Structure of malaria invasion protein RH5 with erythrocyte basigin and blocking antibodies , 2014, Nature.

[25]  K. Marsh,et al.  Correction: Corrigendum: The blood-stage malaria antigen PfRH5 is susceptible to vaccine-inducible cross-strain neutralizing antibody , 2011, Nature Communications.

[26]  A. Biegert,et al.  Sequence context-specific profiles for homology searching , 2009, Proceedings of the National Academy of Sciences.

[27]  Adam Godzik,et al.  Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences , 2006, Bioinform..

[28]  Young Do Kwon,et al.  Crystal structure , conformational fixation , and entry-related interactions of mature ligand-free HIV-1 Env , 2016 .

[29]  J. Mascola,et al.  Hyperglycosylated Stable Core Immunogens Designed To Present the CD4 Binding Site Are Preferentially Recognized by Broadly Neutralizing Antibodies , 2014, Journal of Virology.

[30]  Cécile Crosnier,et al.  A PfRH5-Based Vaccine Is Efficacious against Heterologous Strain Blood-Stage Plasmodium falciparum Infection in Aotus Monkeys , 2015, Cell host & microbe.

[31]  Anil Verma,et al.  Lysine Methylation as a Routine Rescue Strategy for Protein Crystallization , 2006, Structure.

[32]  Johannes Söding,et al.  Discriminative modelling of context-specific amino acid substitution probabilities , 2012, Bioinform..

[33]  T. Theander,et al.  Structural Conservation Despite Huge Sequence Diversity Allows EPCR Binding by the PfEMP1 Family Implicated in Severe Childhood Malaria , 2015, Cell host & microbe.

[34]  Fei Long,et al.  REFMAC5 dictionary: organization of prior chemical knowledge and guidelines for its use. , 2004, Acta crystallographica. Section D, Biological crystallography.

[35]  Matthew J. O’Meara,et al.  Combined covalent-electrostatic model of hydrogen bonding improves structure prediction with Rosetta. , 2015, Journal of chemical theory and computation.

[36]  Brian J Smith,et al.  Crystal structure of PfRh5, an essential P. falciparum ligand for invasion of human erythrocytes , 2014, eLife.

[37]  Michel Theron,et al.  Neutralization of Plasmodium falciparum Merozoites by Antibodies against PfRH5 , 2014, The Journal of Immunology.

[38]  Peter G. Kremsner,et al.  Efficacy and safety of RTS,S/AS01 malaria vaccine with or without a booster dose in infants and children in Africa: final results of a phase 3, individually randomised, controlled trial. , 2015 .

[39]  Cinque S. Soto,et al.  A Cysteine Zipper Stabilizes a Pre-Fusion F Glycoprotein Vaccine for Respiratory Syncytial Virus , 2015, PloS one.

[40]  D. Kwiatkowski,et al.  Enhancing Blockade of Plasmodium falciparum Erythrocyte Invasion: Assessing Combinations of Antibodies against PfRH5 and Other Merozoite Antigens , 2012, PLoS pathogens.