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运用团簇理论计算抗体溶液的实验结构因子。

Using Cluster Theory to Calculate the Experimental Structure Factors of Antibody Solutions.

机构信息

Physical Chemistry, Department of Chemistry, Lund University, SE-221 00 Lund, Sweden.

Soft Condensed Matter, Debye Institute for Nanomaterials Science, Utrecht University, Princetonplein 5, 3584 CC Utrecht, The Netherlands.

出版信息

Mol Pharm. 2023 May 1;20(5):2738-2753. doi: 10.1021/acs.molpharmaceut.3c00191. Epub 2023 Apr 17.

DOI:10.1021/acs.molpharmaceut.3c00191
PMID:37067466
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10155212/
Abstract

Monoclonal antibody solutions are set to become a major therapeutic tool in the years to come, capable of targeting various diseases by clever design of their antigen binding site. However, the formulation of stable solutions suitable for patient self-administration typically presents challenges, as a result of the increase in viscosity that often occurs at high concentrations. Here, we establish a link between the microscopic molecular details and the resulting properties of an antibody solution through the characterization of clusters, which arise in the presence of self-associating antibodies. In particular, we find that experimental small-angle X-ray scattering data can be interpreted by means of analytical models previously exploited for the study of polymeric and colloidal objects, based on the presence of such clusters. The latter are determined by theoretical calculations and supported by computer simulations of a coarse-grained minimal model, in which antibodies are treated as Y-shaped colloidal molecules and attractive domains are designed as patches. Using the theoretically predicted cluster size distributions, we are able to describe the experimental structure factors over a wide range of concentration and salt conditions. We thus provide microscopic evidence for the well-established fact that the concentration-dependent increase in viscosity is originated by the presence of clusters. Our findings bring new insights on the self-assembly of monoclonal antibodies, which can be exploited for guiding the formulation of stable and effective antibody solutions.

摘要

单克隆抗体溶液有望成为未来几年的主要治疗工具,通过巧妙设计其抗原结合位点,能够针对各种疾病。然而,由于在高浓度下通常会出现粘度增加,因此为适合患者自我给药而配制稳定溶液通常具有挑战性。在这里,我们通过对自缔合抗体存在时出现的聚集体的特性进行表征,在抗体溶液的微观分子细节与其产生的性质之间建立了联系。具体而言,我们发现可以通过基于存在此类聚集体的先前用于研究聚合物和胶体物体的分析模型来解释实验小角度 X 射线散射数据。这些聚集体由理论计算确定,并得到了粗粒度最小模型的计算机模拟的支持,其中抗体被视为 Y 形胶体分子,而吸引力域被设计为补丁。使用理论预测的聚集体尺寸分布,我们能够在广泛的浓度和盐条件下描述实验结构因子。因此,我们提供了微观证据,证明了粘度随浓度增加的事实源于聚集体的存在。我们的研究结果为单克隆抗体的自组装提供了新的见解,可用于指导稳定有效的抗体溶液的配方。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/2d048347a356/mp3c00191_0012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/af25d2892fab/mp3c00191_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/fba10b608154/mp3c00191_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/cbf7678c1891/mp3c00191_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/348c805e4adc/mp3c00191_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/cfec03cabd4f/mp3c00191_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/c7daad6e6d17/mp3c00191_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/3cd8a5cb27c5/mp3c00191_0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/531026894041/mp3c00191_0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/898d1a0f47f7/mp3c00191_0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/8b2935555cc6/mp3c00191_0010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/2e32a6ddfd54/mp3c00191_0011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/2d048347a356/mp3c00191_0012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/af25d2892fab/mp3c00191_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/fba10b608154/mp3c00191_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/cbf7678c1891/mp3c00191_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/348c805e4adc/mp3c00191_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/cfec03cabd4f/mp3c00191_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/c7daad6e6d17/mp3c00191_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/3cd8a5cb27c5/mp3c00191_0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/531026894041/mp3c00191_0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/898d1a0f47f7/mp3c00191_0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/8b2935555cc6/mp3c00191_0010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/2e32a6ddfd54/mp3c00191_0011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28f2/10155212/2d048347a356/mp3c00191_0012.jpg

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2
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J Phys Chem B. 2023 Feb 9;127(5):1120-1137. doi: 10.1021/acs.jpcb.2c07616. Epub 2023 Jan 30.
3
Calculation of therapeutic antibody viscosity with coarse-grained models, hydrodynamic calculations and machine learning-based parameters.
结合散射实验和胶体理论研究在高浓度抗体溶液中的电荷效应。
Mol Pharm. 2024 May 6;21(5):2250-2271. doi: 10.1021/acs.molpharmaceut.3c01023. Epub 2024 Apr 25.
4
A multi-scale numerical approach to study monoclonal antibodies in solution.一种研究溶液中单克隆抗体的多尺度数值方法。
APL Bioeng. 2024 Feb 26;8(1):016111. doi: 10.1063/5.0186642. eCollection 2024 Mar.
5
Poly(glutamic acid)-Based Viscosity Reducers for Concentrated Formulations of a Monoclonal IgG Antibody.基于聚谷氨酸的粘度降低剂用于单克隆 IgG 抗体的高浓度制剂。
Mol Pharm. 2024 Feb 5;21(2):982-991. doi: 10.1021/acs.molpharmaceut.3c01159. Epub 2024 Jan 19.
使用粗粒度模型、流体力学计算和基于机器学习的参数计算治疗性抗体的粘度。
MAbs. 2021 Jan-Dec;13(1):1907882. doi: 10.1080/19420862.2021.1907882.
4
Multiscale Coarse-Grained Approach to Investigate Self-Association of Antibodies.多尺度粗粒化方法研究抗体的自组装。
Biophys J. 2020 Jun 2;118(11):2741-2754. doi: 10.1016/j.bpj.2020.04.022. Epub 2020 Apr 29.
5
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J Phys Chem B. 2019 Mar 14;123(10):2432-2438. doi: 10.1021/acs.jpcb.8b11781. Epub 2019 Mar 4.