skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Discovery of Marburg virus neutralizing antibodies from virus-naïve human antibody repertoires using large-scale structural predictions

Journal Article · · Proceedings of the National Academy of Sciences of the United States of America

Marburg virus (MARV) disease is lethal, with fatality rates up to 90%. Neutralizing antibodies (Abs) are promising drug candidates to prevent or treat the disease. Current efforts are focused in part on vaccine development to induce such MARV-neutralizing Abs. We analyzed the antibody repertoire from healthy unexposed and previously MARV-infected individuals to assess if naïve repertoires contain suitable precursor antibodies that could become neutralizing with a limited set of somatic mutations. Here, we computationally searched the human Ab variable gene repertoire for predicted structural homologs of the neutralizing Ab MR78 that is specific to the receptor binding site (RBS) of MARV glycoprotein (GP). Eight Ab heavy-chain complementarity determining region 3 (HCDR3) loops from MARV-naïve individuals and one from a previously MARV-infected individual were selected for testing as HCDR3 loop chimeras on the MR78 Ab framework. Three of these chimerized antibodies bound to MARV GP. We then tested a full-length native Ab heavy chain encoding the same 17-residue-long HCDR3 loop that bound to the MARV GP the best among the chimeric Abs tested. Despite only 57% amino acid sequence identity, the Ab from a MARV-naïve donor recognized MARV GP and possessed neutralizing activity against the virus. Crystallization of both chimeric and full-length native heavy chain-containing Abs provided structural insights into the mechanism of binding for these types of Abs. Our work suggests that the MARV GP RBS is a promising candidate for epitope-focused vaccine design to induce neutralizing Abs against MARV.

Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS)
Sponsoring Organization:
USDOE Office of Science (SC); National Institutes of Health (NIH); National Center for Research Resources; Defense Threat Reduction Agency (DTRA)
Grant/Contract Number:
AC02-06CH11357; R1 AI141661; U19 AI117905; U19 AI109711; UL1 RR024975-01; UL1 TR000445-06; HDTRA1-13-1-0034; 5UC7AI094660-07; 085P1000817
OSTI ID:
1734932
Journal Information:
Proceedings of the National Academy of Sciences of the United States of America, Vol. 117, Issue 49; ISSN 0027-8424
Publisher:
National Academy of SciencesCopyright Statement
Country of Publication:
United States
Language:
ENGLISH

References (32)

Proof of principle for epitope-focused vaccine design journal February 2014
Rational HIV Immunogen Design to Target Specific Germline B Cell Receptors journal March 2013
Engineering HIV envelope protein to activate germline B cell receptors of broadly neutralizing anti-CD4 binding site antibodies journal March 2013
SAbPred: a structure-based antibody prediction server journal April 2016
Modeling and docking of antibody structures with Rosetta journal January 2017
ZDOCK: An initial-stage protein-docking algorithm journal May 2003
PIPER: An FFT-based protein docking program with pairwise potentials journal August 2006
SnugDock: Paratope Structural Optimization during Antibody-Antigen Docking Compensates for Errors in Antibody Homology Models journal January 2010
Improving B-cell epitope prediction and its application to global antibody-antigen docking journal April 2014
Parapred: antibody paratope prediction using convolutional and recurrent neural networks journal April 2018
Long antibody HCDR3s from HIV-naïve donors presented on a PG9 neutralizing antibody background mediate HIV neutralization journal April 2016
Identification of Structurally Related Antibodies in Antibody Sequence Databases Using Rosetta-Derived Position-Specific Scoring journal October 2020
Rosetta3: An Object-Oriented Software Suite for the Simulation and Design of Macromolecules book January 2011
Mechanism of Human Antibody-Mediated Neutralization of Marburg Virus journal February 2015
Structural Basis for Marburg Virus Neutralization by a Cross-Reactive Human Antibody journal February 2015
High frequency of shared clonotypes in human B cell receptor repertoires journal February 2019
Multifunctional Pan-ebolavirus Antibody Recognizes a Site of Broad Vulnerability on the Ebolavirus Glycoprotein journal August 2018
The Origin of CDR H3 Structural Diversity journal February 2015
Role of Non-local Interactions between CDR Loops in Binding Affinity of MR78 Antibody to Marburg Virus Glycoprotein journal December 2017
Human Germline Antibody Gene Segments Encode Polyspecific Antibodies journal April 2013
Structural basis for tumor necrosis factor blockade with the therapeutic antibody golimumab: Crystal Structure of Golimumab Bound to TNFα journal April 2018
Structural basis of checkpoint blockade by monoclonal antibodies in cancer immunotherapy journal October 2016
Length-independent structural similarities enrich the antibody CDR canonical class model journal March 2016
Improved low-resolution crystallographic refinement with Phenix and Rosetta journal September 2013
Human and murine immunoglobulin expression vector cassettes journal October 2000
Non-neutralizing Antibodies from a Marburg Infection Survivor Mediate Protection by Fc-Effector Functions and by Enhancing Efficacy of Other Antibodies journal June 2020
Generation of eGFP expressing recombinant Zaire ebolavirus for analysis of early pathogenesis events and high-throughput antiviral drug screening journal February 2005
xia2 : an expert system for macromolecular crystallography data reduction journal December 2009
MOLREP an Automated Program for Molecular Replacement journal December 1997
Coot model-building tools for molecular graphics journal November 2004
Refinement of Macromolecular Structures by the Maximum-Likelihood Method journal May 1997
PHENIX: a comprehensive Python-based system for macromolecular structure solution journal January 2010