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  6. Challenging the structural prediction of unstructured epitopes and long CDR H3 loops.

Challenging the structural prediction of unstructured epitopes and long CDR H3 loops.

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last updated:Oct 01, 2025

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Application of replica exchange MD to the structural prediction of antigen-antibody complexes with long CDR H3 loops and disordered epitopes exceeding several dozen residues.

Schrödinger's drug discovery platform utilizes computational chemistry techniques based on the first principles of physics, enabling advanced drug design based on protein structural information, and is being utilized by major pharmaceutical companies worldwide. We will present the latest results of antigen-antibody simulations using our software at the seminar below. 22nd Annual Meeting of the Japanese Society for Protein Science Luncheon Seminar [Date and Time] June 7 (Tuesday) 12:00 - 12:50 Venue: Tsukuba International Conference Center 2F E Hall Session ID: LS1E [Program] Schrödinger's approach to physics-based antibody analysis and design: dealing with disordered epitopes and very long CDR H3 loop We will also have a booth at the corporate exhibition, so please stop by. You can experience Schrödinger's Biologics Modeling Suite: BioLuminate.

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Biologics_image.jpg

Challenging the structural prediction of unstructured epitopes and long CDR H3 loops.

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Biologics_image.jpg シュレーディンガー_セミナー要旨.jpg antibody_GP120.png
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In this seminar, we will explain the general 3D modeling techniques for antibodies using Schrödinger's Biologics Modeling Suite: BioLumimate, as well as the prediction of antigen-antibody complex structures using protein-protein docking and affinity and stability predictions using the Free Energy Perturbation (FEP) method. We will also discuss the potential for estimating the structure of antigen-antibody complexes using MD simulations and orthogonal experimental data for antigens with disordered epitopes that do not have specific stable conformations on their own. Furthermore, we have recently demonstrated that this method is highly effective for predicting the complex structures of antibodies and antigens with long CDR H3 loops exceeding 20 amino acid residues. In this seminar, we will present examples of predicting these very long H3 loop structures, including comparisons with predictions made by AlphaFold2.

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Schrödinger's Life Sciences Platform

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We will be exhibiting at the 23rd Annual Meeting of the Japanese Society for Protein Science from July 5 (Wednesday) to July 7 (Friday).

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Schrödinger, Inc. will be exhibiting at the 23rd Annual Meeting of the Japanese Society for Protein Science. Utilizing computational chemistry techniques based on the first principles of physics, which are employed by major pharmaceutical companies worldwide, we enable advanced drug design based on protein structural information. - Antibody 3D modeling using the integrated solution "BioLuminate" for biologics and antibody drug discovery - Prediction of antigen-antibody complex structures using protein-protein docking - Affinity and stability predictions using Free Energy Perturbation (FEP) methods Additionally, we will hold a luncheon seminar on Thursday, July 6, starting at 11:50. 【Luncheon Seminar Date and Location】 Date: Thursday, July 6, 11:50 - 12:40 Venue: 3rd Floor, Room C 【Program】 Schrödinger's approach to physics-based antibody analysis and design: dealing with disordered epitopes and very long CDR H3 loop Shu Ichihara (Schrödinger, Inc.)

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Schrödinger Co., Ltd. is the Japanese subsidiary of Schrödinger Inc., headquartered in New York, USA. Schrödinger has a history of about 30 years in developing software that integrates advanced technologies in chemistry and computer science, primarily in the fields of materials science and life sciences, providing advanced solutions for drug discovery, biologics, and materials research and development.

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