PO.IM01.13 · 免疫学

Leveraging AI-enhanced multi-omics discovery of novel tumor-selective targets for ADC development

海报缩略图:Leveraging AI-enhanced multi-omics discovery of novel tumor-selective targets for ADC development
编号 6925 展板 6 时间 4/22 09:00–12:00 区域 Section 6 主讲 Christoph Muus
分会场 Antibody-Drug Conjugates 2
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作者与单位

Daniel Montoro, Christoph Muus, Karthik Jagadeesh, Cecile Rouleau, Yueyue Shi, Sho Takahashi, James Meador, Ritika Singh

Research and Development, TenSixty Biosciences, Cambridge, MA

摘要 Abstract

TenSixty Biosciences employs an innovative AI-enhanced multi-omics discovery framework to enable the development of next-generation antibody-drug conjugates (ADCs). This integrated approach identified novel tumor-selective targets with high therapeutic potential by combining: 1. Multi-dimensional omics analysis integrated with advanced AI analytics to uncover therapeutically relevant cancer targets 2. Specialized proteomic profiling focused on unique post-translational modifications (PTMs) that reveal tumor-specific variants of targets, enabling enhanced tumor-selective targeting 3. Proprietary antibody discovery and engineering generates tumor-selective antibodies directed against these variants, yielding highly potent ADC candidates Applied to small cell lung cancer (SCLC), this framework identified a novel therapeutic target exhibiting tumor-specific hypoglycosylation. Antibodies directed against the epitope exposed by altered glycosylation showed exceptional tumor selectivity and markedly enhanced ADC efficacy. AI-driven integration across discovery and development stages further accelerated target validation and candidate optimization.
利益披露 Disclosure
D. Montoro, TenSixty Biosciences Employment, g., Board of Directors, non-salaried role), Stock. C. Muus, TenSixty Biosciences Employment, g., Board of Directors, non-salaried role), Stock. K. Jagadeesh, TenSixty Biosciences Employment, g., Board of Directors, non-salaried role), Stock. C. Rouleau, TenSixty Biosciences Employment, Stock. Y. Shi, TenSixty Biosciences Employment, Stock. S. Takahashi, TenSixty Biosciences Employment, Stock. J. Meador, TenSixty Biosciences Employment, Stock. R. Singh, TenSixty Biosciences Employment, Stock.

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