TY - JOUR
T1 - Repertoire analysis of antibody CDR-H3 loops suggests affinity maturation does not typically result in rigidification
AU - Jeliazkov, Jeliazko R.
AU - Sljoka, Adnan
AU - Kuroda, Daisuke
AU - Tsuchimura, Nobuyuki
AU - Katoh, Naoki
AU - Tsumoto, Kouhei
AU - Gray, Jeffrey J.
N1 - Funding Information:
The authors would like to acknowledge Oana I. Lungu and Erik L. Johnson for sharing the antibody repertoire homology models. The super computing resources in this study have been provided in part by the Maryland Advanced Research Computing Center, the ROIS National Institute of Genetics, and the Human Genome Center at the Institute of Medical Science, The University of Tokyo, Japan. JJ was funded by NIGMS grants F31-GM123616 and T32-GM008403. AS was supported by JST CREST Grant Number JPMJCR1402 (Japan) and NSERC (Canada). NT and NK were supported by JST CREST Grant Number JPMJCR1402 (Japan). DK was funded by Japan Society for the Promotion of Science Grant Number 17K18113 and Japanese Initiative for Progress of Research on Infectious Disease for Global Epidemic (J-PRIDE) Grant Number JP17fm0208022h. JJ and JG were funded by NIGMS grant R01-GM078221.
Publisher Copyright:
© 2018 Jeliazkov, Sljoka, Kuroda, Tsuchimura, Katoh, Tsumoto and Gray.
PY - 2018/3/2
Y1 - 2018/3/2
N2 - Antibodies can rapidly evolve in specific response to antigens. Affinity maturation drives this evolution through cycles of mutation and selection leading to enhanced antibody specificity and affinity. Elucidating the biophysical mechanisms that underlie affinity maturation is fundamental to understanding B-cell immunity. An emergent hypothesis is that affinity maturation reduces the conformational flexibility of the antibody's antigen-binding paratope to minimize entropic losses incurred upon binding. In recent years, computational and experimental approaches have tested this hypothesis on a small number of antibodies, often observing a decrease in the flexibility of the complementarity determining region (CDR) loops that typically comprise the paratope and in particular the CDR-H3 loop, which contributes a plurality of antigen contacts. However, there were a few exceptions and previous studies were limited to a small handful of cases. Here, we determined the structural flexibility of the CDR-H3 loop for thousands of recent homology models of the human peripheral blood cell antibody repertoire using rigidity theory. We found no clear delineation in the flexibility of naïve and antigen-experienced antibodies. To account for possible sources of error, we additionally analyzed hundreds of human and mouse antibodies in the Protein Data Bank through both rigidity theory and B-factor analysis. By both metrics, we observed only a slight decrease in the CDR-H3 loop flexibility when comparing affinity matured antibodies to naïve antibodies, and the decrease was not as drastic as previously reported. Further analysis, incorporating molecular dynamics simulations, revealed a spectrum of changes in flexibility. Our results suggest that rigidification may be just one of many biophysical mechanisms for increasing affinity.
AB - Antibodies can rapidly evolve in specific response to antigens. Affinity maturation drives this evolution through cycles of mutation and selection leading to enhanced antibody specificity and affinity. Elucidating the biophysical mechanisms that underlie affinity maturation is fundamental to understanding B-cell immunity. An emergent hypothesis is that affinity maturation reduces the conformational flexibility of the antibody's antigen-binding paratope to minimize entropic losses incurred upon binding. In recent years, computational and experimental approaches have tested this hypothesis on a small number of antibodies, often observing a decrease in the flexibility of the complementarity determining region (CDR) loops that typically comprise the paratope and in particular the CDR-H3 loop, which contributes a plurality of antigen contacts. However, there were a few exceptions and previous studies were limited to a small handful of cases. Here, we determined the structural flexibility of the CDR-H3 loop for thousands of recent homology models of the human peripheral blood cell antibody repertoire using rigidity theory. We found no clear delineation in the flexibility of naïve and antigen-experienced antibodies. To account for possible sources of error, we additionally analyzed hundreds of human and mouse antibodies in the Protein Data Bank through both rigidity theory and B-factor analysis. By both metrics, we observed only a slight decrease in the CDR-H3 loop flexibility when comparing affinity matured antibodies to naïve antibodies, and the decrease was not as drastic as previously reported. Further analysis, incorporating molecular dynamics simulations, revealed a spectrum of changes in flexibility. Our results suggest that rigidification may be just one of many biophysical mechanisms for increasing affinity.
KW - Affinity maturation
KW - Antibody repertoires
KW - Complementarity determining regions
KW - Conformational flexibility
KW - Molecular dynamics simulations
KW - Pebble game algorithm
KW - Rigidity theory
KW - RosettaAntibody
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U2 - 10.3389/fimmu.2018.00413
DO - 10.3389/fimmu.2018.00413
M3 - Article
C2 - 29545810
AN - SCOPUS:85042709109
SN - 1664-3224
VL - 9
JO - Frontiers in immunology
JF - Frontiers in immunology
IS - MAR
M1 - 413
ER -