GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction

IF 5.6 2区医学 Q1 CHEMISTRY, MEDICINAL

Journal of Ginseng Research Pub Date : 2026-05-01 Epub Date: 2026-02-04 DOI:10.1016/j.jgr.2026.100986

Nguyen Doan Hieu Nguyen , Vinoth Kumar Sangaraju , Duong Thanh Tran , Nhat Truong Pham , Jae Youl Cho , Balachandran Manavalan

引用次数: 0

Abstract

GinDB is a comprehensive database containing 753 standardized ginsenosides with curated and corrected data from 1963 to 2024. Integrated with GinDB-AI, a deep learning module for predicting bioactivity and physicochemical properties, the platform enables rapid structure-activity analysis and visualization. The freely accessible resource accelerates ginsenoside-based drug discovery and natural product research.

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GinDB-AI：集成人参皂苷数据库和ai驱动的多维信息和生物活性预测平台

GinDB是一个包含753种标准化人参皂苷的综合数据库，包含1963年至2024年的整理和校正数据。该平台集成了用于预测生物活性和物理化学性质的深度学习模块GinDB-AI，可实现快速的结构-活性分析和可视化。免费获取的资源加速了以人参皂苷为基础的药物发现和天然产物研究。

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 Ginseng Research CHEMISTRY, MEDICINAL-INTEGRATIVE & COMPLEMENTARY MEDICINE

CiteScore

11.40

自引率

9.50%

发文量

111

审稿时长

6-12 weeks

期刊介绍： Journal of Ginseng Research (JGR) is an official, open access journal of the Korean Society of Ginseng and is the only international journal publishing scholarly reports on ginseng research in the world. The journal is a bimonthly peer-reviewed publication featuring high-quality studies related to basic, pre-clinical, and clinical researches on ginseng to reflect recent progresses in ginseng research. JGR publishes papers, either experimental or theoretical, that advance our understanding of ginseng science, including plant sciences, biology, chemistry, pharmacology, toxicology, pharmacokinetics, veterinary medicine, biochemistry, manufacture, and clinical study of ginseng since 1976. It also includes the new paradigm of integrative research, covering alternative medicinal approaches. Article types considered for publication include review articles, original research articles, and brief reports. JGR helps researchers to understand mechanisms for traditional efficacy of ginseng and to put their clinical evidence together. It provides balanced information on basic science and clinical applications to researchers, manufacturers, practitioners, teachers, scholars, and medical doctors.