Developability index: a rapid in silico tool for the screening of antibody aggregation propensity.

Abstract:

:Determining the aggregation propensity of protein-based biotherapeutics is an important step in the drug development process. Typically, a great deal of data collected over a large period of time is needed to estimate the aggregation propensity of biotherapeutics. Thus, candidates cannot be screened early on for aggregation propensity, but early screening is desirable to help streamline drug development. Here, we present a simple molecular computational method to predict the aggregation propensity via hydrophobic interactions, thought to be the most common mechanism of aggregation, and electrostatic interactions. This method uses a new quantity termed Developability Index. It is a function of an antibody's net charge, calculated on the full-length antibody structure, and the spatial aggregation propensity, calculated on the complementarity-determining region structure. Its accuracy is due to the molecular level details and the incorporation of the tertiary structure of the antibody. It is particularly applicable to antibodies or other proteins for which structures are available or could be determined accurately using homology modeling. Applications include the selection of molecules in the discovery or early development process, selection of mutants for stability, and estimation of resources needed for development of a given biomolecule.

journal_name

J Pharm Sci

authors

Lauer TM,Agrawal NJ,Chennamsetty N,Egodage K,Helk B,Trout BL

doi

10.1002/jps.22758

subject

Has Abstract

pub_date

2012-01-01 00:00:00

pages

102-15

issue

1

eissn

0022-3549

issn

1520-6017

pii

S0022-3549(15)31778-0

journal_volume

101

pub_type

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