Taiwan Chingguan Yihau may improve post-COVID-19 respiratory complications through PI3K/AKT, HIF-1, and TNF signaling pathways revealed by network pharmacology analysis

Dung Tam Nguyen Huynh1, Hien Thi Nguyen2, Chien‐Ming Hsieh1
1College of Pharmacy, Taipei Medical University, Taipei, 11031, Taiwan
2Department of Nutrition and Food Safety, Faculty of Public Health, Can Tho University of Medicine and Pharmacy, Can Tho City, 94117, Vietnam

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Hu B, Huang S, Yin L (2021) The cytokine storm and COVID-19. J Med Virol 93(1):250–256

Chavda VP, Bezbaruah R, Deka K, Nongrang L, Kalita T (2022) The delta and omicron variants of SARS-CoV-2: what we know so far. Vaccines 10(11):1926

Venkatesan P (2021) NICE guideline on long COVID. Lancet Respir Med 9(2):129

Bardelčíková A, Miroššay A, Šoltýs J, Mojžiš J (2022) Therapeutic and prophylactic effect of flavonoids in post-COVID-19 therapy. Phytother Res 36(5):2042–2060

Cutler DM. The economic cost of long COVID: an update: Harvard University 2022. https://scholar.harvard.edu/cutler/news/long-covid.

Alhiyari MA, Ata F, Alghizzawi MI, Bilal AB, Abdulhadi AS, Yousaf Z (2021) Post COVID-19 fibrosis, an emerging complicationof SARS-CoV-2 infection. IDCases 23:e01041

Maranatha D, Hasan H, Bakhtiar A, Widyoningroem A, Aryati (2022) Association of TNF-α, TGF-β1, amphiregulin, IL-2, and EGFR with pulmonary fibrosis in COVID-19. J Infect Public Health 15(10):1072–5

Beigh S, Rehman MU, Khan A, Patil BR, Makeen HA, Rasool S et al (2022) Therapeutic role of flavonoids in lung inflammatory disorders. Phytomed Plus 2(1):100221

Hosseini SA, Zahedipour F, Sathyapalan T, Jamialahmadi T, Sahebkar A (2021) Pulmonary fibrosis: therapeutic and mechanistic insights into the role of phytochemicals. BioFactors 47(3):250–269

Tsai K-C, Huang Y-C, Liaw C-C, Tsai C-I, Chiou C-T, Lin C-J et al (2021) A traditional Chinese medicine formula NRICM101 to target COVID-19 through multiple pathways: a bedside-to-bench study. Biomed Pharmacother 133:111037

Schultheiß C, Willscher E, Paschold L, Gottschick C, Klee B, Henkes S-S et al (2022) The IL-1β, IL-6, and TNF cytokine triad is associated with post-acute sequelae of COVID-19. Cell Rep Med 3(6):100663

Fang S, Dong L, Liu L, Guo J, Zhao L, Zhang J et al (2021) HERB: a high-throughput experiment- and reference-guided database of traditional Chinese medicine. Nucleic Acids Res 49(D1):D1197–D1206

Daina A, Michielin O, Zoete V (2017) SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep 7(1):42717

Kim S, Chen J, Cheng T, Gindulyte A, He J, He S et al (2020) PubChem in 2021: new data content and improved web interfaces. Nucleic Acids Res 49(D1):D1388–D1395

Davis AP, Grondin CJ, Johnson RJ, Sciaky D, Wiegers J, Wiegers TC et al (2020) Comparative toxicogenomics database (CTD): update 2021. Nucleic Acids Res 49(D1):D1138–D1143

Szklarczyk D, Gable AL, Nastou KC, Lyon D, Kirsch R, Pyysalo S et al (2020) The STRING database in 2021: customizable protein–protein networks, and functional characterization of user-uploaded gene/measurement sets. Nucleic Acids Res 49(D1):D605–D612

Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D et al (2003) Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13(11):2498–2504

Ge SX, Jung D, Yao R (2019) ShinyGO: a graphical gene-set enrichment tool for animals and plants. Bioinformatics 36(8):2628–2629

Fishilevich S, Nudel R, Rappaport N, Hadar R, Plaschkes I, Iny Stein T et al (2017) GeneHancer: genome-wide integration of enhancers and target genes in GeneCards. Database. https://doi.org/10.1093/database/bax028

Grosdidier A, Zoete V, Michielin O (2011) SwissDock, a protein-small molecule docking web service based on EADock DSS. Nucleic Acids Res 39:W270-7. https://doi.org/10.1093/nar/gkr366

Grosdidier A, Zoete V, Michielin O (2011) Fast docking using the CHARMM force field with EADock DSS. J Comput Chem 32(10):2149–2159

Berman HM, Westbrook J, Feng Z, Gilliland G, Bhat TN, Weissig H et al (2000) The protein data bank. Nucleic Acids Res 28(1):235–242

Sanner MF, Olson AJ, Spehner JC (1996) Reduced surface: an efficient way to compute molecular surfaces. Biopolymers 38(3):305–320

Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC et al (2004) UCSF Chimera—a visualization system for exploratory research and analysis. J Comput Chem 25(13):1605–1612

Wu Z, Chen X, Ni W, Zhou D, Chai S, Ye W et al (2021) The inhibition of Mpro, the primary protease of COVID-19, by Poria cocos and its active compounds: a network pharmacology and molecular docking study. RSC Adv 11(20):11821–11843

Hsu C-H, Hwang K-C, Chao C-L, Chang SGN, Ho M-S, Lin J-G et al (2008) An evaluation of the additive effect of natural herbal medicine on SARS or SARS-like infectious diseases in 2003: A randomized, double-blind, and controlled pilot study. Evid-Based Complement Altern Med 5:273504

Hsu C-H, Hwang K-C, Chao C-L, Chang SG, Ker C-C, Chien L-C et al (2006) The lesson of supplementary treatment with Chinese medicine on severe laboratory-confirmed SARS patients. Am J Chin Med 34(06):927–935

Lem FF, Opook F, Lee DJH, Chee FT, Lawson FP, Chin SN (2021) Molecular mechanism of action of repurposed drugs and traditional chinese medicine used for the treatment of patients infected with COVID-19: a systematic scoping review. Front Pharmacol 11:58533

Ang L, Lee HW, Choi JY, Zhang J, Lee MS (2020) Herbal medicine and pattern identification for treating COVID-19: a rapid review of guidelines. Integr Med Res 9(2):100407

Wang J-b, Wang Z-x, Jing J, Zhao P, Dong J-h, Zhou Y-f et al (2020) Exploring an integrative therapy for treating COVID-19: a randomized controlled trial. Chin J Integr Med 26(9):648–55

Mukherjee PK, Efferth T, Das B, Kar A, Ghosh S, Singha S et al (2022) Role of medicinal plants in inhibiting SARS-CoV-2 and in the management of post-COVID-19 complications. Phytomedicine 98:153930

Maltezou HC, Pavli A, Tsakris A (2021) Post-COVID syndrome: an insight on its pathogenesis. Vaccines 9(5):497

Mehandru S, Merad M (2022) Pathological sequelae of long-haul COVID. Nat Immunol 23(2):194–202

Yang Z-H, Wang B, Ma Q, Wang L, Lin Y-X, Yan H-F et al (2021) Potential mechanisms of action of Chinese patent medicines for COVID-19: a review. Front Pharmcol. https://doi.org/10.3389/fphar.2021.668407

Kang X, Jin D, Jiang L, Zhang Y, Zhang Y, An X et al (2022) Efficacy and mechanisms of traditional Chinese medicine for COVID-19: a systematic review. Chin Med 17(1):30

Zheng S, Xue T, Wang B, Guo H, Liu Q (2022) Application of network pharmacology in the study of the mechanism of action of traditional chinese medicine in the treatment of COVID-19. Front Pharmacol 13:926901

Nguyen HT, Do VM, Phan TT, Nguyen Huynh DT (2023) The potential of ameliorating COVID-19 and sequelae from Andrographis paniculata via bioinformatics. Bioinform Biol Insights 17:11779322221149622

Jaffal SM, Abbas MA (2021) TRP channels in COVID-19 disease: Potential targets for prevention and treatment. Chem Biol Interact 345:109567

Ternesten-Hasséus E, Johansson E-L, Millqvist E (2015) Cough reduction using capsaicin. Respir Med 109(1):27–37

Yan X, Hao Q, Mu Y, Timani KA, Ye L, Zhu Y et al (2006) Nucleocapsid protein of SARS-CoV activates the expression of cyclooxygenase-2 by binding directly to regulatory elements for nuclear factor-kappa B and CCAAT/enhancer binding protein. Int J Biochem Cell Biol 38(8):1417–1428

Knight D, Mutsaers SE, Prêle CM (2011) STAT3 in tissue fibrosis: is there a role in the lung? Pulm Pharmacol Ther 24(2):193–198

Kappelmann N, Dantzer R, Khandaker GM (2021) Interleukin-6 as potential mediator of long-term neuropsychiatric symptoms of COVID-19. Psychoneuroendocrinology 131:105295

Oikonomou N, Harokopos V, Zalevsky J, Valavanis C, Kotanidou A, Szymkowski DE et al (2006) Soluble TNF mediates the transition from pulmonary inflammation to fibrosis. PLoS ONE 1(1):e108

Lee C-M, Park JW, Cho W-K, Zhou Y, Han B, Yoon PO et al (2014) Modifiers of TGF-b1 effector function as novel therapeutic targets of pulmonary fibrosis. Korean J Intern Med 29(3):281–290

Yu M-X, Song X, Ma X-Q, Hao C-X, Huang J-J, Yang W-H (2021) Investigation into molecular mechanisms and high-frequency core TCM for pulmonary fibrosis secondary to COVID-19 based on network pharmacology and data mining. Ann Palliat Med 10(4):3960–3975

Qiao B, Wu Y, Li X, Xu Z, Duan W, Hu Y et al (2020) A Network pharmacology approach to explore the potential mechanisms of Yifei Sanjie formula in treating pulmonary fibrosis. Evid-Based Complement Altern Med 2020:8887017

Liu M, Lv F, Huang Y, Xiao K (2021) Follow-up study of the chest CT characteristics of COVID-19 survivors seven months after recovery. Front Med 8:636298

Chen X-Y, Yan B-X, Man X-Y (2020) TNFα inhibitor may be effective for severe COVID-19: learning from toxic epidermal necrolysis. Ther Adv Respir Dis 14:1753466620926800

Ablamunits V, Lepsy C (2022) Blocking TNF signaling may save lives in COVID-19 infection. Mol Biol Rep 49(3):2303–2309

Nath A, Johnson TP (2022) Mechanisms of viral persistence in the brain and therapeutic approaches. FEBS J 289(8):2145–2161

Hemmat N, Asadzadeh Z, Ahangar NK, Alemohammad H, Najafzadeh B, Derakhshani A et al (2021) The roles of signaling pathways in SARS-CoV-2 infection; lessons learned from SARS-CoV and MERS-CoV. Adv Virol 166(3):675–696

Serebrovska ZO, Chong EY, Serebrovska TV, Tumanovska LV, Xi L (2020) Hypoxia, HIF-1α, and COVID-19: from pathogenic factors to potential therapeutic targets. Acta Pharmacol Sin 41(12):1539–1546

Vassilaki N, Frakolaki E (2017) Virus–host interactions under hypoxia. Microbes Infect 19(3):193–203

Jahani M, Dokaneheifard S, Mansouri K (2020) Hypoxia: a key feature of COVID-19 launching activation of HIF-1 and cytokine storm. J Inflamm 17(1):33

Tian M, Liu W, Li X, Zhao P, Shereen MA, Zhu C et al (2021) HIF-1α promotes SARS-CoV-2 infection and aggravates inflammatory responses to COVID-19. Signal Transduct Target Ther 6(1):308

Lu Y-C, Tseng L-W, Huang Y-C, Yang C-W, Chen Y-C, Chen H-Y (2022) The potential complementary role of using Chinese herbal medicine with western medicine in treating COVID-19 patients: pharmacology network analysis. Pharmaceuticals 15(7):794

Rasmi Y, Hatamkhani S, Naderi R, Shokati A, Nayeb Zadeh V, Hosseinzadeh F et al (2022) Molecular signaling pathways, pathophysiological features in various organs, and treatment strategies in SARS-CoV2 infection. Acta Histochem 124(5):151908