A high-throughput platform for biophysical antibody developability assessment to enable AI/ML model training.

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Bibliographic Details
Title: A high-throughput platform for biophysical antibody developability assessment to enable AI/ML model training.
Authors: Arsiwala A; Ginkgo Bioworks, Inc., Boston, MA, USA., Bhatt R; Ginkgo Bioworks, Inc., Boston, MA, USA., van Niekerk L; Ginkgo Bioworks, Inc., Boston, MA, USA., Quintero-Cadena P; Ginkgo Bioworks, Inc., Boston, MA, USA., Ao X; Ginkgo Bioworks, Inc., Boston, MA, USA., Rosenbaum A; Ginkgo Bioworks, Inc., Boston, MA, USA., Bhatt A; Ginkgo Bioworks, Inc., Boston, MA, USA., Smith A; Ginkgo Bioworks, Inc., Boston, MA, USA., Yang Y; Cypher Technologies Inc., Cambridge, MA, USA., Anderson KC; Ginkgo Bioworks, Inc., Boston, MA, USA., Grippo L; Ginkgo Bioworks, Inc., Boston, MA, USA., Cao X; Ginkgo Bioworks, Inc., Boston, MA, USA., Cohen R; Ginkgo Bioworks, Inc., Boston, MA, USA., Patel J; Ginkgo Bioworks, Inc., Boston, MA, USA., Moller J; Ginkgo Bioworks, Inc., Boston, MA, USA., Allen O; Ginkgo Bioworks, Inc., Boston, MA, USA., Faraj A; Ginkgo Bioworks, Inc., Boston, MA, USA., Nandy A; AstraZeneca, Waltham, MA, USA., Hocking J; Ginkgo Bioworks, Inc., Boston, MA, USA., Ergun A; Ginkgo Bioworks, Inc., Boston, MA, USA., Tural B; Ginkgo Bioworks, Inc., Boston, MA, USA.; Takeda Pharmaceuticals, Cambridge, MA, USA., Salvador S; Takeda Pharmaceuticals, Cambridge, MA, USA., Jacobowitz J; Merida Biosciences, Cambridge, MA, USA., Schaven K; Ginkgo Bioworks, Inc., Boston, MA, USA.; Takeda Pharmaceuticals, Cambridge, MA, USA., Sherman M; Ginkgo Bioworks, Inc., Boston, MA, USA., Shah S; Revolution Medicines, Redwood City, MA, USA., Tessier PM; University of Michigan, Ann Arbor, MI, USA., Borhani DW; Ginkgo Bioworks, Inc., Boston, MA, USA.
Source: MAbs [MAbs] 2025 Dec; Vol. 17 (1), pp. 2593055. Date of Electronic Publication: 2025 Dec 02.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Taylor & Francis Country of Publication: United States NLM ID: 101479829 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1942-0870 (Electronic) Linking ISSN: 19420862 NLM ISO Abbreviation: MAbs Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1942-0870
DOI:10.1080/19420862.2025.2593055