Search JIM Advanced Search

Journal of Integrative Medicine ›› 2023, Vol. 21 ›› Issue (6): 593-604.doi: 10.1016/j.joim.2023.09.001

• Original Experimental Research • Previous Articles    

Herbal combinations against COVID-19: A network pharmacology, molecular docking and dynamics study

Jian-bo Song a, Li-qin Zhao b, Hong-ping Wen a, Yuan-ping Li   

  1. a Department of Pharmacy, the Fifth Affiliated Hospital of Shanxi Medical University (Shanxi Provincial People’s Hospital), Taiyuan 030012, Shanxi Province, China
    b Department of Infectious Disease, the First Affiliated Hospital of Shanxi Medical University, Taiyuan 030012, Shanxi Province, China
  • Received:2022-07-05 Accepted:2023-05-13 Online:2023-12-08 Published:2023-09-26
  • Contact: Yuan-ping Li E-mail:liyuanping1699@163.com

Objective
The aim of this study is to identify molecules from traditional Chinese medicine (TCM) with potential activity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its variants.

Methods
We applied the Apriori algorithm to identify important combinations of herbs in the TCM prescriptions for the treatment of coronavirus disease 2019 (COVID-19). Then, we explored the active components and core targets using network pharmacology. In addition, the molecular docking approach was performed to investigate the interaction of these components with the main structural and non-structural proteins, as well as the mutants. Furthermore, their stability in the binding pockets was further evaluated with the molecular dynamics approach.

Results
A combination of Amygdalus Communis Vas., Ephedra Herba and Scutellaria baicalensis Georgi was selected as the important herbal combination, and 11 main components and 20 core targets against COVID-19 were obtained. These components, including luteolin, naringenin, stigmasterol, baicalein, and so on, were the potentially active compounds against COVID-19. The binding affinity of these compounds with the potential targets was as high as the positive controls. Among them, baicalein could interfere with multiple targets simultaneously, and it also interfered with the interaction between spike protein and angiotensin-converting enzyme 2 receptor. Additionally, almost all the systems reached stability during dynamics simulation.

Conclusion
The combination of Amygdalus Communis Vas., Ephedra Herba and Scutellaria baicalensis Georgi was the most important herbal combination for the treatment of COVID-19. Baicalein may be a potential candidate against SARS-CoV-2 and its variants.

Key words: Herbal medicine, Molecular docking, Baicalein, Severe acute respiratory syndrome coronavirus 2, Coronavirus disease 2019

[1] Jian-sheng Li, Hai-long Zhang, Wen Guo, Lu Wang, Dong Zhang, Li-min Zhao, Miao Zhou. Efficacy and safety of Kangxian Huanji Granule as adjunctive treatment in acute exacerbation of idiopathic pulmonary fibrosis: An exploratory randomized controlled trial. Journal of Integrative Medicine, 2023, 21(6): 543-549.
[2] Liang-zhen You, Qian-qian Dai, Xiao-ying Zhong, Dong-dong Yu, He-rong Cui, Yi-fan Kong, Meng-zhu Zhao, Xin-yi Zhang, Qian-qian Xu, Zhi-yue Guan, Xu-xu Wei, Xue-cheng Zhang, Song-jie Han, Wen-jing Liu, Zhao Chen, Xiao-yu Zhang, Chen Zhao, Ying-hui Jin, Hong-cai Shang. Clinical evidence of three traditional Chinese medicine drugs and three herbal formulas for COVID-19: A systematic review and meta-analysis of the Chinese population. Journal of Integrative Medicine, 2023, 21(5): 441-454.
[3] Hae-Chang Yoon. Herbal medicine use in Republic of Korea to alleviate side effects of COVID-19 vaccines: A cross-sectional study. Journal of Integrative Medicine, 2023, 21(4): 361-368.
[4] Lei Peng, Hua-guo Chen, Xin Zhou. Lipidomic investigation of the protective effects of Polygonum perfoliatum against chemical liver injury in mice. Journal of Integrative Medicine, 2023, 21(3): 289-301.
[5] Xiang-ru Xu, Wen Zhang, Xin-xin Wu, Hong-qiang Yang, Yu-ting Sun, Yu-ting Pu, Bei Wang, Wei Peng, Li-hua Sun, Quan Guo, Shuang Zhou, Bang-jiang Fang. Analysis of mechanisms of Shenhuang Granule in treating severe COVID-19 based on network pharmacology and molecular docking. Journal of Integrative Medicine, 2022, 20(6): 561-574.
[6] Yi-xuan Wang, Zhen Yang, Wen-xiao Wang, Yu-xi Huang, Qiao Zhang, Jia-jia Li, Yu-ping Tang, Shi-jun Yue. Methodology of network pharmacology for research on Chinese herbal medicine against COVID-19: A review. Journal of Integrative Medicine, 2022, 20(6): 477-487.
[7] Chun Sing Lam, Li Wen Peng, Lok Sum Yang, Ho Wing Janessa Chou, Chi-Kong Li, Zhong Zuo, Ho-Kee Koon, Yin Ting Cheung. Examining patterns of traditional chinese medicine use in pediatric oncology: A systematic review, meta-analysis and data-mining study. Journal of Integrative Medicine, 2022, 20(5): 402-415.
[8] Cai-lian Fana, Wan-jun Caib, Meng-nan Ye, Miao Chen, Yi Dai. Qili Qiangxin, a compound herbal medicine formula, alleviates hypoxia-reoxygenation-induced apoptotic and autophagic cell death via suppression of ROS/AMPK/mTOR pathway in vitro. Journal of Integrative Medicine, 2022, 20(4): 365-375.
[9] Tareq A. Wani, Zahoor A. Kaloo, Nisar A. Dangroo. Aconitum heterophyllum Wall. ex Royle: A critically endangered medicinal herb with rich potential for use in medicine. Journal of Integrative Medicine, 2022, 20(2): 104-113.
[10] Witoo Dilokthornsakul, Ramanya Kosiyaporn, Rattanamanee Wuttipongwaragon, Piyameth Dilokthornsakul. Potential effects of propolis and honey in COVID-19 prevention and treatment: A systematic review of in silico and clinical studies. Journal of Integrative Medicine, 2022, 20(2): 114-125.
[11] Deng-chao Wang, Miao Yu, Wen-xian Xie, Li-yan Huang, Jian Wei, Yue-hua Lei. Meta-analysis on the effect of combining Lianhua Qingwen with Western medicine to treat coronavirus disease 2019. Journal of Integrative Medicine, 2022, 20(1): 26-33.
[12] Rakhi Chakraborty, Swarnendu Roy. Angiotensin-converting enzyme inhibitors from plants: A review of their diversity, modes of action, prospects, and concerns in the management of diabetes-centric complications. Journal of Integrative Medicine, 2021, 19(6): 478-492.
[13] Shu-yi Chen, Qun-wei Chen, Liu-mei Shou, Hong Pan, Shan-ming Ruan, Zhe-hao Liang, Qi-jin Shu. Stevens-Johnson syndrome/toxic epidermal necrolysis successfully treated with Chinese herbal medicine Pi-Yan-Ning: A case report. Journal of Integrative Medicine, 2021, 19(6): 555-560.
[14] Xin Yin, Shu-bin Cai, Lan-ting Tao, Lu-ming Chen, Zhong-de Zhang, Su-hong Xiao, Arthur Yin Fan, Xu Zou. Recovery of a patient with severe COVID-19 by acupuncture and Chinese herbal medicine adjuvant to standard care. Journal of Integrative Medicine, 2021, 19(5): 460-466.
[15] Miao-yan Shi, Shi-qi Sun, Wei Zhang, Xing Zhang, Gui-hua Xu, Xuan Chen, Zi-jian Su, Xiu-ming Song, Lu-jiong Liu, Yi-bao Zhang, Yi-le Zhang, Meng Sun, Qi Chen, Yan Xue, Hua Lü, Wei-an Yuan, Xiao-rong Chen, Yun-fei Lu. Early therapeutic interventions of traditional Chinese medicine in COVID-19 patients: a retrospective cohort study. Journal of Integrative Medicine, 2021, 19(3): 226-231.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] Wei-xiong Liang. Problems-solving strategies in clinical treatment guideline for traditional Chinese medicine and integrative medicine. Journal of Chinese Integrative Medicine, 2008, 6(1): 1-4
[2] Zhao-guo Li. Discussion on English translation of commonly used sentences in traditional Chinese medicine: part one. Journal of Chinese Integrative Medicine, 2008, 6(1): 107-110
[3] Jin-zhou Tian, Jing Shi, Xin-qing Zhang, Qi Bi, Xin Ma, Zhi-liang Wang, Xiao-bin Li, Shu-li Shen, Lin Li, Zhen-yun Wu, Li-yan Fang, Xiao-dong Zhao, Ying-chun Miao, Peng-wen Wang, Ying Ren, Jun-xiang Yin, Yong-yan Wang, Beijing United Study Group on MCI of the Capital Foundation of Medical Developments. An explanation on "guiding principles of clinical research on mild cognitive impairment (protocol)". Journal of Chinese Integrative Medicine, 2008, 6(1): 15-21
[4] Jin-rong Fu. Establishment of multivariate diagnosis and treatment system of modern gynecology of traditional Chinese medicine. Journal of Chinese Integrative Medicine, 2008, 6(1): 22-24
[5] Hao Li, Ming-jiang Yao, Wen-ming Zhao, Jie Guan, Lin-lin Cai, Ling Cui. A randomized, controlled, double-blind trial of Huannao Yicong capsule in senile patients with mild cognitive impairment. Journal of Chinese Integrative Medicine, 2008, 6(1): 25-31
[6] Yi-ting He, Qing-lin Zha, Jian-ping Yu, Yong Tan, Cheng Lu, Ai-ping Lv. Principal factor analysis of symptoms of rheumatoid arthritis and their correlations with efficacy of traditional Chinese medicine and Western medicine. Journal of Chinese Integrative Medicine, 2008, 6(1): 32-36
[7] Jun Cai, Hua Wang, Sheng Zhou, Bin Wu, Hua-rong Song, Zheng-rong Xuan. Effect of Sijunzi Decoction and enteral nutrition on T-cell subsets and nutritional status in patients with gastric cancer after operation: A randomized controlled trial. Journal of Chinese Integrative Medicine, 2008, 6(1): 37-40
[8] Dong Yang, Yong-ping Du, Qing Shen, Wei Chen, Yan Yu, Guang-lei Chen. Expression of alpha-smooth muscle actin in renal tubulointerstitium in patients with kidney collateral stasis. Journal of Chinese Integrative Medicine, 2008, 6(1): 41-44
[9] Xue-mei Liu, Qi-fu Huang, Yun-ling Zhang, Jin-li Lou, Hong-sheng Liu, Hong Zheng. Effects of Tribulus terrestris L. saponion on apoptosis of cortical neurons induced by hypoxia-reoxygenation in rats. Journal of Chinese Integrative Medicine, 2008, 6(1): 45-50
[10] Zhi-chun Jin. Problems in establishing clinical guideline for integrated traditional Chinese and Western medicine. Journal of Chinese Integrative Medicine, 2008, 6(1): 5-8