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High-throughput screening for developability during early-stage antibody discovery using self-interaction nanoparticle spectroscopy
Authors:Yuqi Liu  Isabelle Caffry  Jiemin Wu  Steven B Geng  Tushar Jain  Tingwan Sun  Felicia Reid  Yuan Cao  Patricia Estep  Yao Yu  Maximiliano Vásquez  Peter M Tessier  Yingda Xu
Institution:1.Protein Analytics; Adimab; Lebanon, NH USA;2.Center for Biotechnology & Interdisciplinary Studies; Isermann Dept. of Chemical & Biological Engineering; Rensselaer Polytechnic Institute; Troy, NY USA;3.Computational Biology; Adimab; Palo Alto, CA USA
Abstract:The discovery of monoclonal antibodies (mAbs) that bind to a particular molecular target is now regarded a routine exercise. However, the successful development of mAbs that (1) express well, (2) elicit a desirable biological effect upon binding, and (3) remain soluble and display low viscosity at high concentrations is often far more challenging. Therefore, high throughput screening assays that assess self-association and aggregation early in the selection process are likely to yield mAbs with superior biophysical properties. Here, we report an improved version of affinity-capture self-interaction nanoparticle spectroscopy (AC-SINS) that is capable of screening large panels of antibodies for their propensity to self-associate. AC-SINS is based on concentrating mAbs from dilute solutions around gold nanoparticles pre-coated with polyclonal capture (e.g., anti-Fc) antibodies. Interactions between immobilized mAbs lead to reduced inter-particle distances and increased plasmon wavelengths (wavelengths of maximum absorbance), which can be readily measured by optical means. This method is attractive because it is compatible with dilute and unpurified mAb solutions that are typical during early antibody discovery. In addition, we have improved multiple aspects of this assay for increased throughput and reproducibility. A data set comprising over 400 mAbs suggests that our modified assay yields self-interaction measurements that are well-correlated with other lower throughput assays such as cross-interaction chromatography. We expect that the simplicity and throughput of our improved AC-SINS method will lead to improved selection of mAbs with excellent biophysical properties during early antibody discovery.
Keywords:nanoparticle  antibody developability  aggregation  self-interaction  self-association  high-throughput screening  cross-interaction
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