Interactions of Therapeutic Antibodies With Presynaptically-Released Misfolded Proteins in Neurodegenerative Diseases. A Spatial Monte-Carlo Simulation Study

被引:0
作者
Goff, Jamie [1 ]
Khalifa, Maryam [1 ]
Short, Shaina M. [2 ]
van Der Graaf, Piet H. [3 ]
Geerts, Hugo [2 ]
机构
[1] Certara Predict Technol, Sheffield, England
[2] Certara Predict Technol, Radnor, PA 19087 USA
[3] Certara Predict Technol, Canterbury, England
来源
CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY | 2025年 / 14卷 / 07期
关键词
Alzheimer's disease; antibody-target interaction; neuronal synapse; spatial trajectories; AMYLOID-BETA; HUMAN BRAIN; DIFFUSION; TRIAL; FLUID; MODEL;
D O I
10.1002/psp4.70035
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The spatial progression hypothesis of misfolded tau and alpha-synuclein proteins in Alzheimer's and Parkinson's Disease proposes the release of proteins from a presynaptic membrane followed by diffusion over the synaptic cleft and uptake by the postsynaptic membrane in the afferent neuron. A number of antibodies aiming to reduce this neuronal uptake by capturing these proteins in the extracellular space are currently in clinical development, so far without much success. For modeling the interaction between antibodies and misfolded proteins in the extremely small synaptic volume with only a few proteins navigating a crowded environment of transsynaptic proteins, traditional assumptions of ordinary differential equations (ODEs) break down. Here we use spatial Monte Carlo calculations of individual molecule trajectories in a realistic geometrical environment using the open-source software Mcell (). For several different densities of transsynaptic proteins, we show that due to geometric constraints, less than 0.5% of the antibody in the brain interstitial fluid (ISF) can enter the crowded synaptic cleft. As a consequence, uptake of the seed-competent proteins is reduced by less than 10%, even at the highest concentration and for selective antibodies. Only the seed-competent protein that escapes the synaptic cleft (between 15% and 30%) is captured by the antibody. Given the extremely low penetrance of the antibodies, it is close to impossible for antibodies to interfere with the uptake mechanism that takes place in the synaptic cleft. These simulations using a detailed and realistic biological environment provide a possible explanation for the clinical trial failures of anti-tau and anti-alpha synuclein antibodies.
引用
收藏
页码:1168 / 1178
页数:11
相关论文
共 47 条
[1]   Tau antibody isotype induces differential effects following passive immunisation of tau transgenic mice [J].
Bajracharya, Rinie ;
Brici, David ;
Bodea, Liviu-Gabriel ;
Janowicz, Phillip W. ;
Gotz, Jurgen ;
Nisbet, Rebecca M. .
ACTA NEUROPATHOLOGICA COMMUNICATIONS, 2021, 9 (01)
[2]   Temperature and solvent dependence of the dynamical landscape of tau protein conformations [J].
Bianconi, Antonio ;
Ciasca, Gabriele ;
Tenenbaum, Alexander ;
Battisti, Anna ;
Campi, Gaetano .
JOURNAL OF BIOLOGICAL PHYSICS, 2012, 38 (01) :169-179
[3]   Transcellular Nanoalignment of Synaptic Function [J].
Biederer, Thomas ;
Kaeser, Pascal S. ;
Blanpied, Thomas A. .
NEURON, 2017, 96 (03) :680-696
[4]   MatVPC: A User-Friendly MATLAB-Based Tool for the Simulation and Evaluation of Systems Pharmacology Models [J].
Biliouris, K. ;
Lavielle, M. ;
Trame, M. N. .
CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY, 2015, 4 (09) :547-557
[5]   Structures prediction and replica exchange molecular dynamics simulations of α-synuclein: A case study for intrinsically disordered proteins [J].
Coskuner-Weber, Orkid .
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2024, 276
[6]   Safety and efficacy of anti-tau monoclonal antibody gosuranemab in progressive supranuclear palsy: a phase 2, randomized, placebo-controlled trial [J].
Dam, Tien ;
Boxer, Adam L. ;
Golbe, Lawrence, I ;
Hoeglinger, Gunter U. ;
Morris, Huw R. ;
Litvan, Irene ;
Lang, Anthony E. ;
Corvol, Jean-Christophe ;
Aiba, Ikuko ;
Grundman, Michael ;
Yang, Lili ;
Tidemann-Miller, Beth ;
Kupferman, Joseph ;
Harper, Kristine ;
Kamisoglu, Kubra ;
Wald, Michael J. ;
Graham, Danielle L. ;
Gedney, Liz ;
O'Gorman, John ;
Haeberlein, Samantha Budd .
NATURE MEDICINE, 2021, 27 (08) :1451-+
[7]   The Synaptic Extracellular Matrix: Long-Lived, Stable, and Still Remarkably Dynamic [J].
Dankovich, Tal M. ;
Rizzoli, Silvio O. .
FRONTIERS IN SYNAPTIC NEUROSCIENCE, 2022, 14
[8]   Glycan distribution and density in native skin's stratum corneum [J].
Danzberger, J. ;
Donovan, M. ;
Rankl, C. ;
Zhu, R. ;
Vicic, S. ;
Baltenneck, C. ;
Enea, R. ;
Hinterdorfer, P. ;
Luengo, G. S. .
SKIN RESEARCH AND TECHNOLOGY, 2018, 24 (03) :450-458
[9]   Estimation of the number of synapses in the cerebral cortex:: Methodological considerations [J].
DeFelipe, J ;
Marco, P ;
Busturia, I ;
Merchán-Pérez, A .
CEREBRAL CORTEX, 1999, 9 (07) :722-732
[10]   Monte Carlo Simulation of Buffered Diffusion into and out of a Model Synapse [J].
Dilger, James P. .
BIOPHYSICAL JOURNAL, 2010, 98 (06) :959-967