Abstract:
:Therapeutic mAbs must not only bind to their target but must also be free from "developability issues" such as poor stability or high levels of aggregation. While small-molecule drug discovery benefits from Lipinski's rule of five to guide the selection of molecules with appropriate biophysical properties, there is currently no in silico analog for antibody design. Here, we model the variable domain structures of a large set of post-phase-I clinical-stage antibody therapeutics (CSTs) and calculate in silico metrics to estimate their typical properties. In each case, we contextualize the CST distribution against a snapshot of the human antibody gene repertoire. We describe guideline values for five metrics thought to be implicated in poor developability: the total length of the complementarity-determining regions (CDRs), the extent and magnitude of surface hydrophobicity, positive charge and negative charge in the CDRs, and asymmetry in the net heavy- and light-chain surface charges. The guideline cutoffs for each property were derived from the values seen in CSTs, and a flagging system is proposed to identify nonconforming candidates. On two mAb drug discovery sets, we were able to selectively highlight sequences with developability issues. We make available the Therapeutic Antibody Profiler (TAP), a computational tool that builds downloadable homology models of variable domain sequences, tests them against our five developability guidelines, and reports potential sequence liabilities and canonical forms. TAP is freely available at opig.stats.ox.ac.uk/webapps/sabdab-sabpred/TAP.php.
journal_name
Proc Natl Acad Sci U S Aauthors
Raybould MIJ,Marks C,Krawczyk K,Taddese B,Nowak J,Lewis AP,Bujotzek A,Shi J,Deane CMdoi
10.1073/pnas.1810576116subject
Has Abstractpub_date
2019-03-05 00:00:00pages
4025-4030issue
10eissn
0027-8424issn
1091-6490pii
1810576116journal_volume
116pub_type
杂志文章abstract::The Escherichia coli gene encoding protein n' has been isolated and named priA for primosomal protein A. Protein n' is absolutely required for the conversion of single-stranded phi X174 DNA to the duplex replicative form in an in vitro-reconstituted system. The gene maps to 88.7 minutes on the chromosome adjacent to t...
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