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Updated: Jan 23, 2026

Identification of Mediators of T-cell Receptor Signaling via the Screening of Chemical Inhibitor Libraries
Published on: January 22, 2019
QSAR Classification-Based Virtual Screening Followed by Molecular Docking Identification of Potential COX-2
Shangjie Ai1, Guanfei Lin2, Yong Bai1
1School of Informatic Engineering Science, Hainan University, Haikou, China.
Abstract:
Developments of natural inhibitors to prevent the function of cyclooxygenase-2 (COX-2) protein, responsible for a variety of inflammations and cancers, are a major challenge in the scientific community. In this study, robust QSAR classification models for predicting COX-2 inhibitor were developed, by which the self-organizing feature map neural network and random forest (RF) were adopted to improve the prediction of classification model ability. The
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