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1.
Proc Natl Acad Sci U S A ; 117(33): 20077-20087, 2020 08 18.
Article in English | MEDLINE | ID: mdl-32747563

ABSTRACT

Natural infections and vaccination with a pathogen typically stimulate the production of potent antibodies specific for the pathogen through a Darwinian evolutionary process known as affinity maturation. Such antibodies provide protection against reinfection by the same strain of a pathogen. A highly mutable virus, like HIV or influenza, evades recognition by these strain-specific antibodies via the emergence of new mutant strains. A vaccine that elicits antibodies that can bind to many diverse strains of the virus-known as broadly neutralizing antibodies (bnAbs)-could protect against highly mutable pathogens. Despite much work, the mechanisms by which bnAbs emerge remain uncertain. Using a computational model of affinity maturation, we studied a wide variety of vaccination strategies. Our results suggest that an effective strategy to maximize bnAb evolution is through a sequential immunization protocol, wherein each new immunization optimally increases the pressure on the immune system to target conserved antigenic sites, thus conferring breadth. We describe the mechanisms underlying why sequentially driving the immune system increasingly further from steady state, in an optimal fashion, is effective. The optimal protocol allows many evolving B cells to become bnAbs via diverse evolutionary paths.


Subject(s)
Antibodies, Neutralizing/immunology , Immunization Schedule , Vaccination , Viral Vaccines/immunology , Antibody Affinity , B-Lymphocytes , Computer Simulation , HIV-1/genetics , Humans , Influenza A virus/genetics , Models, Chemical , Models, Molecular , Protein Binding , Protein Conformation , Thermodynamics
2.
Elife ; 72018 02 14.
Article in English | MEDLINE | ID: mdl-29442996

ABSTRACT

Eliciting antibodies that are cross reactive with surface proteins of diverse strains of highly mutable pathogens (e.g., HIV, influenza) could be key for developing effective universal vaccines. Mutations in the framework regions of such broadly neutralizing antibodies (bnAbs) have been reported to play a role in determining their properties. We used molecular dynamics simulations and models of affinity maturation to study specific bnAbs against HIV. Our results suggest that there are different classes of evolutionary lineages for the bnAbs. If germline B cells that initiate affinity maturation have high affinity for the conserved residues of the targeted epitope, framework mutations increase antibody rigidity as affinity maturation progresses to evolve bnAbs. If the germline B cells exhibit weak/moderate affinity for conserved residues, an initial increase in flexibility via framework mutations may be required for the evolution of bnAbs. Subsequent mutations that increase rigidity result in highly potent bnAbs. Implications of our results for immunogen design are discussed.


Subject(s)
Antibodies, Neutralizing/genetics , Antibodies, Neutralizing/immunology , Antibody Affinity , HIV Antibodies/genetics , HIV Antibodies/immunology , B-Lymphocytes/immunology , Epitopes, B-Lymphocyte/immunology , Evolution, Molecular , Models, Molecular , Molecular Dynamics Simulation
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