Integrative computational analysis of glycan and ROS-linker effects on Pertuzumab-HER2 stability for multimodal ADC architectures

IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Heather A. Noriega, Xiang Simon Wang
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引用次数: 0

Abstract

ADCs rely on linker chemistry to balance systemic stability with conditional activation. Glycoengineering provides additional design opportunities by incorporating terminal sialylated glycans that support multimeric interactions and PEG conjugation. Here, we applied an integrated computational workflow combining structural prediction with AlphaFold3, glycan construction with GLYCAM, docking with DiffDock, and all-atom free-energy perturbation (FEP) simulations in GROMACS using a double-decoupling framework to evaluate the effects of three Fc-linked glycan architectures: a short sialic acid glycan, a branched sialylated glycan with a PEG-accessible branch, and a branched sialylated glycan incorporating both ROS-cleavable branch and a PEG-accessible branch, on Pertuzumab in complex with HER2. Short glycans conferred modest stabilization but limited conformational engagement, while branched variants produced the strongest stabilization, linking structural effects with PEG accessibility. In branched variants, the ROS-responsive branch exhibited reduced stabilization consistent with a conditionally labile architecture, while the PEG-accessible branch remained structurally intact. These findings demonstrate how glycan branching and linker architecture influence relative Fc stabilization and structural behavior within modeled systems and support the use of an integrated computational workflow combining structural modeling, docking, and free-energy calculations to prioritize complex linker chemistries for further experimental validation.

糖聚糖和ros连接剂对多模态ADC结构Pertuzumab-HER2稳定性影响的综合计算分析。
adc依靠连接剂化学来平衡系统稳定性和条件激活。糖工程通过结合支持多聚体相互作用和PEG偶联的末端唾液化聚糖提供了额外的设计机会。在这里,我们应用了一个集成的计算工作流,结合结构预测与AlphaFold3, GLYCAM聚糖构建,与DiffDock对接,并在GROMACS中使用双解耦框架进行全原子自由能微扰(FEP)模拟,以评估三种fc连接的聚糖结构的影响:一种短唾液酸聚糖,一种具有聚乙二醇可及分支的支化唾液酸聚糖,以及一种具有ros可切割分支和聚乙二醇可及分支的支化唾液酸聚糖,在Pertuzumab与HER2复合物中使用。短聚糖具有适度的稳定性,但构象结合有限,而支链变体具有最强的稳定性,将结构效应与PEG可及性联系起来。在分支变体中,ros响应分支表现出与条件不稳定结构一致的稳定性降低,而peg可达分支在结构上保持完整。这些发现证明了聚糖分支和连接体结构如何影响建模系统中的相对Fc稳定性和结构行为,并支持使用集成的计算工作流,将结构建模、对接和自由能计算结合起来,优先考虑复杂的连接体化学,以进行进一步的实验验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Computer-Aided Molecular Design
Journal of Computer-Aided Molecular Design 生物-计算机:跨学科应用
CiteScore
8.00
自引率
8.60%
发文量
56
审稿时长
3 months
期刊介绍: The Journal of Computer-Aided Molecular Design provides a form for disseminating information on both the theory and the application of computer-based methods in the analysis and design of molecules. The scope of the journal encompasses papers which report new and original research and applications in the following areas: - theoretical chemistry; - computational chemistry; - computer and molecular graphics; - molecular modeling; - protein engineering; - drug design; - expert systems; - general structure-property relationships; - molecular dynamics; - chemical database development and usage.
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