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Unraveling bioactive potential and production in Ganoderma lucidum through omics and machine learning modeling

Sonali Khanal Deepak Kumar Anand Kumar Pankaj Kumar Pratibha Thakur Atul M.Chander Rachna Verma Ashwani Tapwal Vinay Chauhan Dinesh Kumar

中草药（英文版）2025，Vol.17Issue(3)：414-427,14.

中草药（英文版）2025，Vol.17Issue(3)：414-427,14.DOI:10.1016/j.chmed.2025.05.003

Unraveling bioactive potential and production in Ganoderma lucidum through omics and machine learning modeling

Sonali Khanal ¹Deepak Kumar ²Anand Kumar ²Pankaj Kumar ³Pratibha Thakur ⁴Atul M.Chander ⁵Rachna Verma ⁶Ashwani Tapwal ⁴Vinay Chauhan ³Dinesh Kumar⁷

作者信息

1. School of Bioengineering and Food Technology,Shoolini University of Biotechnology and Management Sciences,Solan 173229,India
2. Department of Pharmaceutical Chemistry,School of Pharmaceutical Sciences,Shoolini University,Solan 173229,India
3. School of Advanced Chemical Sciences,Shoolini University,Solan 173229,India
4. ICFRE-Himalayan Forest Research Institute,Shimla 171013,India
5. Department of Biology,University of Mississippi,Oxford,MS 38655,USA
6. School of Biological and Environmental Science,Shoolini University of Biotechnology and Management Sciences,Solan 173229,India||Centre of Advanced Innovation Technologies,VSB-Technical University of Ostrava,Ostrava-Poruba 70800,Czech Republic
7. School of Bioengineering and Food Technology,Shoolini University of Biotechnology and Management Sciences,Solan 173229,India||Centre of Advanced Innovation Technologies,VSB-Technical University of Ostrava,Ostrava-Poruba 70800,Czech Republic
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摘要

关键词

artificial intelligence/bioactive compounds/computational techniques/Ganoderma lucidum(Leyss.Ex Fr.)Karst./herbal medicine/machine learning technologies/omics

Key words

artificial intelligence/bioactive compounds/computational techniques/Ganoderma lucidum(Leyss.Ex Fr.)Karst./herbal medicine/machine learning technologies/omics

引用本文复制引用

Sonali Khanal,Deepak Kumar,Anand Kumar,Pankaj Kumar,Pratibha Thakur,Atul M.Chander,Rachna Verma,Ashwani Tapwal,Vinay Chauhan,Dinesh Kumar..Unraveling bioactive potential and production in Ganoderma lucidum through omics and machine learning modeling[J].中草药（英文版）,2025,17(3):414-427,14.

基金项目

This research work has been funded by DST-SERB,Govt.of India under the CRG project vide sanction order number CRG/2021/001815 and this article has been produced with the financial support of the European Union under the REFRESH-Research Excellence for region Sustainability and High-tech Indus-tries(No.CZ.10.03.01/00/22_003/0000048)via the operational Programme Just Transition.The work in this article was partially carried out at the Jet Propulsion Laboratory,California Institute of Technology,under a contract with the National Aeronautics and Space Administration(No.80NM0018D0004). （No.CZ.10.03.01/00/22_003/0000048）

中草药（英文版）

ISSN：1674-6384

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