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From ancient remedy to modern medicine: Artemisia argyi sesquiterpenoids as a promising natural treatment for COVID-19
⁎Corresponding author at: School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, China. junxiazheng@gdut.edu.cn (Junxia Zheng)
⁎⁎Corresponding author at: College of Life Science and Technology, Jinan University, China. twang-yf@163.com (Yifei Wang),
⁎⁎⁎Corresponding author at: College of Life Science and Technology, Jinan University, China. rz62@163.com (Zhe Ren),
-
Received: ,
Accepted: ,
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.
Peer review under responsibility of King Saud University.
Abstract
Abstract
UPLC-Q-Exactive-Orbitrap MS analysis identified 69 in Artemisia argyi sesquiterpenoids (AASs), with 17 compounds isolated. Network pharmacology analysis was used to obtain seven core targets of A. argyi sesquiterpenoids in COVID-19 and the major signaling pathways involved. Sesquiterpenes with O-diol hydroxyl in the five-membered ring structure of guaiacane lactone are beneficial to inhibit the activity of Mpro, while the structures of α, β-unsaturated-γ-lactone and unsaturated ketone form stable hydrogen bonds with iNOS to inhibit the secretion of NO. Several AASs compounds were found to be effective in inhibiting SARS-CoV-2 and reducing inflammation, with Compound 10 (Achillinin C) identified as a promising compound that effectively inhibited the virus and reduced inflammation without impacting normal cell growt.
Abstract
Artemisia argyi H. Lév. & Vaniot (A. argyi), a traditional Chinese herbal medicine, has been commonly used in plague epidemics and has bactericidal and sterilizing pharmacological effects. This study aimed to investigate the chemical composition and molecular mechanism of A. argyi, specifically focusing on its main active components, sesquiterpenoids. A total of 69 sesquiterpenoids were identified by UPLC-Q-Exactive-Orbitrap MS, of which 17 compounds were isolated. By integrating multiple databases, 91 overlapping protein targets were found between A. argyi sesquiterpenes and COVID-19, and 7 core targets and major signaling pathways for disease treatment were suggested. The techniques of SARS-CoV-2 pseudovirus (PsV) infection, fluorescence resonance energy transfer (FRET) and Surface plasmon resonance (SPR) have shown that some compounds in A. argyi can effectively inhibit PsV infection and the activities of Mpro and RBD and exert anti-inflammatory effects by reducing the secretion of NO. Molecular docking further confirmed the binding ability of these compounds to the corresponding proteins. It was found that Compound 10 (Achillinin C) could significantly inhibit the infection of PsV at a concentration of 14.85 μM, showing an anti-inflammatory effect and no obvious cytotoxicity to a variety of cells at this concentration. The study concludes that A. argyi holds promise as a natural treatment for COVID-19, offering multiple sesquiterpenoids with potential antiviral and anti-inflammatory properties. These findings provide a solid foundation for future research on traditional Chinese medicine for epidemic prevention.
Keywords
Artemisia argyi Sesquiterpenes
COVID-19
UPLC-Q-Exactive-Orbitrap MS
Network pharmacology
- A. argyi
-
Artemisia argyi
- AASs
-
Artemisia argyi sesquiterpenes
- ACE2
-
angiotensin converting enzyme2
- Akt
-
protein kinase
- DMSO
-
Dimethyl sulfoxide
- Fr.6
-
fraction 6
- Fr.8
-
fraction 8
- FRET
-
fluorescence resonance energy transfer
- GO
-
Gene Ontology
- HIF-1
-
hypoxia inducible factor-1
- HPLC
-
High-performance liquid chromatography
- IL-6
-
interleukin 6
- iNOS
-
inducible nitric oxide synthase
- KEGG
-
Kyoto Encyclopedia of Genes and Genomes
- LPS
-
Lipopolysaccharide
- Mpro
-
Main protease
- MTT
-
3-(4,5-Dimethyl-2-thiazolyl)-2,5-diphenyl-2-H-tetrazolium bromide
- NO
-
nitric oxide
- ODS
-
Octadecylsilyl
- PI3K
-
phosphoinositide 3-kinase
- PPI
-
protein–protein interaction
- PsV
-
Pseudovirus
- RBD
-
Receptor Binding domain
- SPR
-
Surface plasmon resonance
- TLC
-
Thin-layer chromatography
- TNF
-
tumor necrosis factor
- TNF-α
-
tumor necrosis factor-alpha
Abbreviations
1 Introduction
Artemisia argyi H. Lév. & Vaniot (A. argyi), also known as “Ai Hao”, “Qi Ai” and “Xiang Ai” in China, is a perennial plant species in the Asteraceae family that is commonly used in traditional medicine for its various health benefits. It is rich in active ingredients, including volatile oils, sesquiterpenoids, flavonoids, and polysaccharides, and shows a wide range of biological activities, including anti-inflammatory, anti-tumor, anti-oxidation, immune regulation, and so on(Liu et al., 2021). Meanwhile, sesquiterpenoids from Artemisia have been shown to have anti-inflammatory, anti-viral, anti-cancer and anti-oxidative effects(Shao et al., 2022, Sharifi-Rad et al., 2022, Wu et al., 2023). Sesquiterpenoids from A. argyi also exhibited anti-inflammatory effects by inhibiting MAPKs, NF-κB, JNK/p38 and Jak2/Stat3 signaling pathways (Zeng et al., 2014, Li et al., 2023). Ancient Chinese books, such as “Wu Shi Er Bing Fang,” “Ling Shu,” and “Zhou Hou Bei Ji Fang,” document the use of A. argyi as a preventative measure against epidemics, where it was crushed and made into moxibustion strips and burned (Yang et al., 2021).
Moxibustion, a traditional Chinese cultural practice that has been passed down for thousands of years, has been shown to have unique advantages in preventing and treating SARS-CoV-2, such as relieving symptoms and preventing recurrence during the recovery period (Liu et al., 2020, Wang et al., 2020, Guan et al., 2021), possibly by reducing the inflammatory response through its anti-inflammatory effects (Xu et al., 2020), as the volatile oil and sesquiterpenoids found in the burned moxibustion have been shown to be effective. Based on moxibustion intervention in COVID-19, it is necessary to study A. argyi volatile components, COVID-19 intervention and anti-inflammatory activity. While much research has focused on the volatile components of A. argyi, the sesquiterpenoids and their mechanism of treating pneumonia are not yet fully understood, thus further investigation is needed to elucidate the pharmacological basis of A. argyi sesquiterpenoids (AASs) and their therapeutic potential for pneumonia.
The SARS-CoV-2 spike protein plays an important role in viral entry(Yang et al., 2021). It is composed of two subunits, S1 and S2. The former can recognize and bind the host cell angiotensin converting enzyme2 (ACE2) receptor through receptor binding domain (RBD), and the latter can mediate the membrane fusion of spike protein (Hatmal et al., 2020, Fu et al., 2022, Liu et al., 2023). Among them, the affinity between the RBD of SARS-CoV-2 and ACE2 is 10 times higher than that of SARS-CoV RBD, indicating that RBD is an extremely important protein in the infection process(Muhseen et al., 2020). The development of SARS-CoV-2 entry inhibitors by targeting the RBD in the S1 subunit is an attractive strategy to inhibit viral entry and infection (Li et al., 2022). In all SARS-CoV variants, main protease (Mpro) has undergone almost no mutations(Lee et al., 2022), and further deletion of its closely related homologus in humans has resulted in inhibitors having little on host cell proteases (V'Kovski et al., 2021, Lokhande et al., 2023). Therefore, mpro is necessary as one of the drug targets for effective inhibition of SARS-CoV-2 activity.
The complex chemical components in plant medicines make isolation and identification challenging, but the UPLC-Q-Exactive-Orbitrap MS technology, which combines chromatography and mass spectrometry, is a widely used and advantageous tool for analyzing complex plant drugs due to its high separation efficiency, fast scanning speed, high throughput, high resolution, and high sensitivity (Li et al., 2017, Wang et al., 2021). Additionally, network pharmacology, a systems biology-based network analysis of biological systems, can improve drug efficacy and reduce toxic side effects by regulating multiple signaling pathways, ultimately improving the success rate of clinical trials of new drugs and saving the cost of drug research and development(Wu et al., 2021). Because of the high risk in novel coronavirus, SARS-CoV-2 pseudovirus has become a key evaluation method in drug research and development(Chen and Zhang 2021). At the same time, anti-infective drugs largely rely on anti-inflammatory drugs to control the inflammatory factor storm of SARS-CoV-2 infection(Masih et al., 2021), and the choice of anti-inflammatory drugs often relies on Lipopolysaccharide (LSP) to stimulate stimulated RAW264.7 to secrete inflammatory mediators such as inducible nitric oxide synthase (iNOS) to catalyze inflammation(Bu et al., 2022, Park et al., 2022).
In this study, UPLC-Q-Exactive-Orbitrap MS and thin layer chromatography were used to screen total sesquiterpenoids from A. argyi, and AASs were purified by column chromatography using a variety of separation stuffers. The isolated compounds were used to predict their therapeutic targets and molecular mechanisms for SARS-CoV-2 by network pharmacology. The compounds with anti-SARS-CoV-2 potential were screened by SARS-CoV-2 pseudovirus (PsV) infection, Surface plasmon resonance (SPR), FRET-based enzymatic assay, and the anti-inflammatory activity of the compounds was evaluated by the inhibition of NO production in cells induced by LSP. The binding ability of the compounds to the corresponding proteins was evaluated by molecular docking. Finally, the effective antiviral and anti-inflammatory components in A. argyi were screened, which provided a solid foundation for the development and application of A. argyi and the future research on epidemic prevention of traditional Chinese medicine.
2 Materials and methods
2.1 Chemicals
The subject of this study was whole A. argyi, which was collected from Tangyin, Henan Province, China in May 2018. The plant was identified as A. argyi by Professor Wang Yifei of the College of Life Science and Technology, Jinan University.
95% EtOH (AR), petroleum ether (PE) (AR), ethyl acetate (EA) (AR), MTT powder, and DMSO were purchased from Zhiyuan Chemical Reagent Factory. Fetal bovine serum, DMEM high-glucose medium, PBS, and penicillin–streptomycin solution were purchased from Thermo Fisher Scientific; MeCN (HPLC grade) and MeOH (HPLC grade) were purchased from Oceanpak, Sweden. All other chemicals used were molecular biology grade.
2.2 Instrument conditions
High-performance liquid chromatography (HPLC) SHIMADZU LC 20AT/LC-6AD was purchased from Shimadzu (Japan), the Ultra Performance Liquid Chromatography Coupled with Q-Exactive Orbitrap Mass Spectrometry(UPLC-Q-Exactive-Orbitrap MS) was purchased from Thermo Fisher Scientific (China), Bruker amaZon SL low-resolution mass spectrometer was purchased from Brooke Dalton (USA), the rotary evaporator was purchased from EYELA (Tokyo, Japan), thin-layer chromatography silica gel plate was purchased from Merck (Germany), TD-low-temperature microextraction and concentration unit were purchased from Tianzhong Machinery Manufacturing Co., LTD (Wenzhou, China), and the silica gel column chromatography fillers (200–300 mesh) were purchased from Marine Chemical Works (Qingdao, China).
2.3 Extraction and isolation of sesquiterpenoids from A. argyi
A sample of A. argyi (2 kg) was weighed accurately and extracted with 95% EtOH three times for 24 h each at room temperature. The EtOH solution was filtered and concentrated in vacuum until dry, and the extract was dissolved in 1L of water. The extraction was repeated three times with an equal volume of PE and EA. The EA part was eluted with silica gel filler as the stationary phase and dichloromethane and methanol as the mobile phase according to the ratio of 100:0, 99:1, 74:1, 64:1, 49:1, 33:1, 14:1, 9:1, 4:1, 1:1. All eluted parts were obtained with TLC and HPLC analysis, 9 components were obtained by combining them (Figure S1). Finally, according to the results of HPLC analysis, AASs were mainly enriched in Fr.6 and Fr.8 (Figure S2).
2.4 System conditions for UPLC-Q Exactive Orbitrap-MS
The AASs extract was prepared to a concentration of 1 mg/mL using methanol supplemented by ultrasonic dissolution, which was then filtered using 0.22 μm organic microporous filters.
Fr.6 and Fr.8 of A. argyi were separated on a Hypersil GOLD C18 (100 × 2.1 mm, 1.9 μm) column at a flow rate of 0.3 mL/min, injection volume of 2 μL, and column temperature of 40° C. The mobile phase consisted of 0.1% formic acid aqueous solution (phase A) and methanol solution (phase B). Gradient elution: 0.01–10.00 min, 10–30% B; 10.00 18.00 min, 30–95% % B; 18.00 to 24.00 min, 95% B; 24.00 ∼ 26.00 min, 95–10% B; 26.00 to 30.00 min, 10% B.
The high-resolution MS source parameters used in this study comprised + 4.0kv and −3.0kv spray voltage, 30arb sheath gas, 10arb auxiliary gas, 0 purge gas, 320 °C ion transfer tube temperature, and 350 °C auxiliary gas heating temperature, and were detected in positive and negative ion modes. The molecular formula and exact molecular weight of the primary mass spectrum were determined using Compound Discoverer 3.2 software and matched with both the mzCloud network database and a local traditional Chinese medicine component database. The data were further analyzed using mass spectrometry software and compound database for comparison.
2.5 Extraction and isolation
Subsequently, the compounds were isolated by silica gel column chromatography, ODS column chromatography and preparative high performance liquid chromatography (HPLC) (Chen et al., 2022). 17 compounds were obtained with a purity of greater than 95% and dissolved in DMSO at 4 °C (Xia et al., 2023). The specific purification process is shown in Figure S2.
2.6 Target collection and network pharmacology analysis
The chemical components in this study were derived from the extraction and isolation of A. argyi. The target gene set of A. argyi was obtained by searching several databases: (1) CTD (https://ctdbase.com/); (2) Swissstargetprediction server (https://www.swiss-targetprediction.ch); (3) SuperPred (https://prediction.charite.de/). Target to obtain from GeneCards database (https://www.genecards.org/) to select 400 protein targets. Finally, Cytoscape will be used to collect the targets for “compaction-target-disease” mapping.
2.7 Bioinformatics analysis of AASs
To enhance the understanding of drug efficacy, the core targets of COVID-19 associated AASs were incorporated into STRING for Protein-protein interaction (PPI) analysis. Interaction networks were constructed using PPI data with a confidence score above 0.9, and hub genes were identified to perform functional enrichment through KEGG pathway and GO analyses, which were visualized using Metascape (https://metascape.org) and DAVID (https://david.ncifcrf.gov) combined with the R package cluster Profiler (version 4.2.1) (Wang et al., 2022). Only pathways or terms with an adjusted p-value < 0.05 and q-value < 0.01 were deemed significant.
2.8 SARS-CoV-2 MPro activity assay
The activity of SARS-CoV-2 Mpro was measured using a fluorescence resonance energy transfer assay in a 96-well black flat plate. The reaction volume was 100 μL per well and consisted of 90 μL of assay buffer, 1 μL of 2019-nCoV Mpro/3CLpro, 4 μL of substrate (Dabcyl-KTSAVLQSGFRKME-Edans) (Beyotime Company, China), and 5 μL of AASs at various concentrations (dissolved in DMSO). The concentrations of Ebselen were 0.08, 0.16, 0.31, 0.63, 1.25, 2.50, 5.00, and 10.00 μM, while those of AASs were 2.5, 5, 10, and 20 μM. The blank control well contained 91 μL of assay buffer, 5 μL of DMSO, and 2 μL of substrate. The enzyme activity control well contained 92 μL of detection buffer, 1 μL of Mpro, 5 μL of DMSO, and 4 μL of substrate, and the sample well contained 90 μL of detection buffer, 1 μL of Mpro, 5 μL of DMSO, and 4 μL of substrate. The plate was incubated in darkness at 37 °C for 5 min, and the fluorescence signal was measured using a multi-scan spectroscopy (Thermo Fisher, Shanghai, China) with excitation/emission wavelengths of 325/393 nm. The results were quantified using Formula 1.
2.9 Surface plasmon resonance (SPR) assay
The RBD (Sino Biological, 40592-V05H) was immobilized on a CM5 sensor chip using an amino coupling reaction, with PBS-P + used as the running buffer. The RBD was diluted to a final concentration of 25 µg/mL using a sodium acetate solution (10 mM, pH 4.5) and the immobilization level was around 9700 RU (Response Units). To perform the binding assays, AASs were diluted in 5% DMSO PBS-P + running buffer to concentrations of 200 µM, 100 µM, 50 µM, 25 µM, 12.5 µM, 6.25 µM, and 3.125 µM, and then passed over the sensor chip at a flow rate of 30 µL/min for 60 s. The dissociation time was 60 s. The data were analyzed using the Biacore evaluation software, and the KD values were calculated by either kinetic analysis or steady-state affinity method(Yi et al., 2022).
2.10 Cell culture
HEK293T, HEK293T/ACE2, RAW264.7, HepG2, A549 and Caco-2 cell lines were cultured in Dulbecco's Modified Eagle Medium (DMEM, Gibco, USA) supplemented with 10% fetal bovine serum (FBS, Capricorn scientific, Germany) and 1% penicillin (100 units/ml)/streptomycin (100 μg/mL) (Gibco, USA). 293T cells stably expressing human-ACE2 (293T/ACE2) were constructed by our laboratory.
2.11 Cell viability
HEK293T/ACE2, RAW264.7, HepG2, A549, and Caco-2 cells were seeded in 96-well plates at 5000 cells per well. After 24 h, the complete medium was removed, and 100 μL of DMEM solution containing AASs at different gradient concentrations was added, and the culture was continued for 48 h. Cell viability was examined by an MTT colorimetric assay. Briefly, 10 μL 0.5 mg/mL MTT [3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide] (Sigma-Aldrich) was added to each well and incubated for 4 h in an incubator. The medium was then replaced with DMSO (Macklin, Shanghai, China) to dissolve the formazan crystals (Sa-Ngiamsuntorn et al., 2021). Absorbance was measured at a wavelength of 570 nm on a microplate reader (Thermo Fisher).
2.12 SARS-CoV-2 pseudovirus (PsV) infection assay
The pCDNA3.1(+)-2019-HnCoV-Spike(SARS-Cov-2), pVSV-G, and pNL4-3-Luc-R-E- plasmids (MiaoLingBio, Wuhan, China) were co-transfected into HEK293T cells to package SARS-CoV-2 PsV (Xia et al., 2020, Li et al., 2021). The supernatant containing PsV was collected at 48 h after transfection, centrifuged at 3000 g for 10 min, filtered and stored at -80 °C. To evaluate the inhibitory activity of AASs against PsV infection, 293T/ACE2 cells (5000 cells / well) were seeded into 96-well plates and cultured at 37 °C in 5% CO2. After 24 h, 50 μL of gradient concentrations of AASs compounds and 50 μL of PsV supernatant were added to each well and mixed and incubated with the cells for 72 h. Remove medium, PBS washing, and use with 100 mM potassium phosphate buffer (pH 7.8), 0.2% of Triton X - 100, and 1 mM DTT splitting cells (Wu et al., 2019). After full lysis, 20 μL of cell lysate was added to a white 96-well plate, and 80 μL of reaction substrate (1 mM ATP, 5 mM MgSO4 and 0.5 mM D-Luciferin) was added, and the luminescence reaction was quantitatively measured in a 96-well microplate photometer. The inhibition rate of PsV was calculated as shown in Formula 2.
2.13 Determination of nitric oxide content in RAW 264.7 cells induced by LPS
In order to study the anti-inflammatory activity of A. argyi, the anti-inflammatory activity of 17 compounds was evaluated in lipopolysaccharide (LPS) -induced RAW264.7 cell inflammation model in vitro (Masih et al., 2021). Cells were cultured in 24-well plates at 2 × 105 cells per well for 24 h. The medium was removed and 400 μL of various concentrations of AASs were added. After 2 h of AASs treatment, 4 μL of 0.1 mg/mL LPS solution (dissolved in PBS) was added to the model group and the experimental group, and 4 μL of PBS was added to the blank group for 24 h. 50 μL of the supernatant from each well of a 24-well plate was transferred to a 96-well plate and the Griess kit (Beyotime Company, China) was added to determine the NO content (Xue et al., 2021). Absorbance values were measured at a wavelength of 562 nm using a microplate reader, and nitric oxide concentration was calculated from a standard curve, as shown in Formulae 3.
2.14 Molecular docking
Through SPR, enzyme inhibition experiments and anti-inflammatory activity screening, it was found that AASs could closely bind to the RBD of SARS-CoV-2, effectively inhibit the enzyme activity of Mpro, and effectively inhibit the production of NO by inflammatory cells. However, the structure–activity relationships between these compounds and their corresponding proteins are not yet.
ChemOffice 2019 was utilized to draw the structures of AASs, while Autodock 4.2.6 was employed to optimize these compounds. The protein structures of SARS-CoV-2 RBD (PDB ID: 6m0j), COVID-19 Mpro (PDB ID: 6LU7), and iNOS (PDB ID: 4CX7) were processed using Pymol and imported into Autodock for docking. The binding sites between small molecules and proteins were determined based on previous studies, and for RBD, the binding site was located between RBD and ACE2. A grid box with dimensions of 60 Å × 60 Å × 60 Å and grid spacing of 0.375 Å was centered at (x = -34.527, y = 20.545, z = 10.113). For COVID-19 MPro, the grid box was set according to the location of its receptor, with dimensions of 40 Å × 40 Å × 40 Å, coordinates of (x, y, z) of −9.253, 16.459, 65.388, and grid spacing of 0.375 Å (Ye et al., 2021). The iNOS binding site was defined by a grid box centered on the co-crystallization inhibitor (x = -11.594, y = -60.255; z = 15.846) with dimensions of 40 Å × 40 Å × 40 Å and mesh spacing of 0.375 Å.
The processed ligands and receptors were imported into Autodock 4.2.6 and molecular docking was performed using default parameters. Finally, the docking results were analyzed and processed using PyMol 2.5, ligplot+ 2.2.5 and Chimera 1.16.
2.15 Data statistics
Experimental data are presented as mean ± SD, and all grouped data were statistically analyzed using Graphpad Prism 8.4.3 software. When P < 0.05 was considered statistically significant. Significant differences between data from each group were assessed by ANOVA.
3 Results
3.1 Analysis results of UPLC-Q-Exactive-Orbitrap-MS
Fr.6 and Fr.8 in the positive ion mode of the sagitta sesquiterpene extract are depicted in Fig. 1, which display the total ion current signals. By comparing the primary mass spectrum information, fragmentation, and molecular formula of compounds reported in relevant literature, and combining the matching compounds from mzCloud and mzVault databases, a total of 28 and 42 terpenoids were preliminarily identified in Fr.6 and Fr.8, respectively (Table 1 and Table 2). The structure diagram is illustrated in Fig. 2. The identified sesquiterpenes included 16 guaiacane, 30 eucalane, 13 gemmarane, and 8 other sesquiterpenes, as well as 2 sesquiterpene dimers and one monoterpenoid. *A1 = 2-[(2S,4aR,8aS)-2-Hydroxy-4a-methyl-8-methylenedecahydro-2-naphthalenyl]acrylic acid. * B1 = Methyl (1R,2R,3R,4S,6S)-4-ethenyl-2,6-dihydroxy-3-[1-(hydroxymethyl) ethenyl]-4-methyl-α-methylenecyclohexaneacetate; B2 = 6α-Acetoxy-13-methoxy-l ∼ 10:4t5-diepoxysermacr-8,10-olide; B3=(4S,4aR,8aS)-4a,5,6,7,8,8a-Hexahydro-4-(hydroxymethyl)-3,4a,8,8-tetramethyl-1(4H)-naphthalenone; B4 = 3-(2-methyl-3-oxo-1,2,3,5,6,7,8,8a-octahydronaphthalen-1-yl)propanoic acid; B5=(1,6-dimethyl-1,3,4,5,8,8a-hexahydronaphthalene-1,4a,5(2H)-triyl)trimethanol.The total ion chromatograms in positive ion modes of Fr.6 (A) and Fr.8 (B) in A. argyi.
No.
RT (min)
MS (error)
Fragment Ions
Formula
Identification
Rf
6–1
13.41
247.13231 [M + H]+
229.1222, 201.1271, 173.0958
C15H18O3
α-Santonin
(Perez-Souto et al., 1992)
6–2
13.56
263.12845 [M + H]+
245.1149, 234.9607
C15H18O4
Psilostachyin B
(Wang et al., 1993)
6–3
14.09
247.13228 [M + H]+
229.1219, 264.1589, 269.1143
C15H18O3
Zedoalactone F
(Lou et al., 2009)
6–4
14.72
249.14798 [M + H]+
231.1375
C15H20O3
(+)-Reynosin
(el-Feraly and Chan 1978)
6–5
14.86
303.08563 [M + H]+
261.0738, 243.1009
C17H18O5
Dehydromatricarin
(Xue et al., 2021)
6–6
14.89
265.14050[M + H]+
173.0958, 145.1009, 131.0852
C15H20O4
Tauremisin
(Sheng et al., 2017)
6–7
15.03
271.12988 [M + Na]+
231.1374, 145.1009
C15H20O3
Parthenolide
(Mathon et al., 2013)
6–8
15.16
251.16342 [M + H]+
233.1533, 273.1457, 289.1196
C15H22O3
5(6)-Dihydroterrecyclic acid A
(Hirota et al., 1984)
6–9
15.49
231.13757 [M + H]+
231.1271, 185.1322, 145.1009
C15H18O2
Dehydrocostus lactone
(Kallo et al., 2020)
6–10
15.49
271.05957 [M + Na]+
253.1609
C15H20O3
7α-Hydroxyfrullanolide
(Ruangrungsi et al., 1989)
6–11
16.38
251.12485 [M + H]+
233.0481, 223.0481
C15H22O3
11β, 13- Dihydrosantamarine
(Michalska et al., 2018)
6–12
16.45
265.14240 [M + H]+
247.1691, 173.0958
C15H20O4
Zedoarofuran
(Li et al., 2015)
6–13
16.46
235.16872 [M + H]+
217.1583, 137.0960, 95.0854
C15H22O2
(+)-Isopetasol
(Sumarah et al., 2010)
6–14
16.58
363.20816 [M + H]+
321.1003, 303.0896
C20H26O6
Acanthospermolide
(Ganfon et al., 2012)
6–15
17.18
235.17935 [M + H]+
235.1689, 124.1687
C15H24O3
2α,11-Dihydroxy-6-oxodrim-7-ene
(Liu et al., 2009)
6–16
17.20
335.18222 [M + H]+
317.2098, 299.2003
C19H26O5
Arnicolide C
(Chan et al., 2019)
6–17
17.25
239.20020 [M + H]+
221.1895, 203.1790
C15H26O2
Ilicol
(He et al., 2018)
6–18
17.27
233.15309 [M + H]+
161.1321, 119.0855, 105.0700
C15H20O2
Isoalantolactone
(Wang et al., 2021)
6–19
17.28
249.14977 [M−H]-
231.1387
C15H22O3
A1
(Zdero et al., 1986)
6–20
17.28
257.15057 [M + H]+
239.2002, 221.1895
C15H28O3
Eudesm-1β, 6α, 11-triol
(Song et al., 2014)
6–21
17.32
219.17392 [M + H]+
201.1634, 191.1429
C15H22O
α-Cyperone
(Tine et al., 2017)
6–22
17.45
251.16550 [M−H]-
233.1546, 207.1755
C15H24O3
Cyclobutanebutanoic acid
(Kanawati et al., 2008)
6–23
17.52
247.16710 [M + H]+
229.1218, 211.1113, 183.1165
C15H18O3
Tourneforin
(Dzhalmakhanbetova et al., 2009)
6–24
17.52
235.16867 [M + H]+
217.1583, 189.1634, 161.1322
C15H22O2
Artemisinic acid
(Ranasinghe et al., 1993)
6–25
17.62
221.18965 [M + H]+
161.1323, 119.0855
C15H24O
(-)-Caryophyllene oxide
(Xiao et al., 2021)
6–26
17.65
219.17401 [M + H]+
201.1635, 159.1166
C15H22O
Germacrone
(Razgonova et al., 2020)
6–27
17.90
351.18326 [M + H]+
333.1728
C19H26O6
Arcotiopicrin
(Hong et al., 2019)
6–28
19.61
297.23944 [M + H]+
261.2547
C15H20O6
Isotanciloide
(Öksüz 1990)
No.
RT (min)
MS
Fragment Ions
Formula
Identification
Rf
8–1
7.24
301.10400 [M + Na]+
243.1009, 215.1062
C15H18O5
11β,13-Dihydrolactucin
(Fan et al., 2016)
8–2
7.24
261.11157 [M + H]+
243.1008, 173.0956
C15H16O4
Linderane
(He et al., 2018)
8–3
7.54
305.13528 [M + H]+
179.7259
C17H20O5
Epoxydecompostin
(Yamakawa et al., 1981)
8–4
7.79
261.11041 [M + H]+
243.1009, 225.0904, 215,1062
C15H16O4
14-Deoxylactucin
(Werner et al., 2003)
8–5
8.37
345.12997 [M + H]+
284.1278, 266.4898
C19H20O6
Isoatriplicolide methylacrylate
(Wang et al., 2020)
8–6
8.41
231.13753 [M + H]+
213.1270, 203.1433, 185.1321
C15H18O2
Atractylenolide I
(Ming et al., 2021)
8–7
8.76
297.08835 [M + H]+
279.1216, 261.1114, 247.1322
C16H24O5
B1
(Cardona et al., 1992)
8–8
8.76
265.14290 [M + H]+
247.1321, 229.1218
C15H20O4
Tanachin
(Triana et al., 2003)
8–9
8.76
247.13249 [M + H]+
157.1008, 131.0854, 105.0699
C15H18O3
Tourneforin
(Talzhanov et al., 2007)
8–10
9.73
279.12216 [M + H]+
261.1115, 243.1009
C15H18O5
Urospermal A
(Zdero and Bohlmann 1990)
8–11
10.26
197.11676 [M + H]+
179.1062
C11H16O3
Loliolide
(Calixto et al., 2016)
8–12
10.37
293.13742 [M + H]+
261.1115, 247.1321
C16H20O5
3-O-methyl-isosecotanapartholide
(Öksüz 1990)
8–13
10.49
249.14702 [M + H]+
231.1375, 213.1269, 185.1321
C15H20O3
2α-Hydroxyalantolactone
(Rustaiyan et al., 1991)
8–14
11.02
277.10809 [M−H]-
233.1183
C15H18O5
Tanaphillin
(Vegh et al., 2018)
8–15
11.12
319.15091 [M + Na]+
279.1581, 261.1115
C16H24O5
B2
(Adekenov et al., 1991)
8–16
11.41
281.19061 [M + H]+
263.1268, 245.1166
C15H20O5
8a-hydroxy-4-epi-sonchucarpolide
(Skaltsa et al., 2001)
8–17
11.44
263.12708 [M + H]+
245.1166, 91.0545
C15H18O4
1-dehydroperuvinine
(Maldonado et al., 1985)
8–18
11.80
263.12698 [M + H]+
245.1166, 235.1321
C15H18O4
Zederone epoxide
(Wang et al., 2014)
8–19
12.15
265.14255 [M + H]+
247.1322, 229.1217
C15H20O4
3α-hydroxyreynosin
(Hajdu et al., 2014)
8–20
12.24
281.13571 [M + H]+
263.1269, 245.1165, 235.1324
C15H20O5
Xylaric acid D
(Yan et al., 2011)
8–21
12.54
245.11662 [M + H]+
217.1219, 199.1113, 143.0853
C15H16O3
Inderalactone
(Wang et al., 2021)
8–22
12.85
263.12894 [M−H]-
149.0972, 123.0816, 91.6389
C15H20O4
Artecalin
(Park et al., 2016)
8–23
13.25
261.11087 [M + H]+
243.1009, 187.1114
C15H16O4
5α-hydroxydehydroleucodin
(Li et al., 2017
8–24
13.26
267.15631 [M + H]+
249.1477, 231.1373, 213.1268
C15H22O4
Zedoalactone A
(Lin et al., 2020)
8–25
13.87
291.15573 [M + Na]+
273.1461, 263.0798
C15H24O4
Ustusol A
(Liu et al., 2009)
8–26
14.01
307.15097 [M + H]+
289.1414, 247.1323, 229.1218
C17H22O5
Perymeniolide
(Zdero and Bohlmann 1990)
8–27
14.14
315.09656 [M + H]+
297.0879
C15H19O5Cl
Chloroklotzchin
(Ahmed et al., 2003)
8–28
14.25
275.16107 [M + Na]+
199.1119, 107.0712, 93.0372
C15H24O3
Zedoarondiol
(Liu et al., 2021)
8–29
14.65
291.15585 [M + Na]+
273.1829, 245.0687
C15H24O4
Acoric acid
(Yalamanchili et al., 2017)
8–30
14.88
273.14523 [M + Na]+
255.0897
C15H22O3
Hydroxyvalerenic acid
(Mathon et al., 2013)
8–31
14.91
565.23926 [M + Na]+
547.2311, 319.1142, 301.1038, 269.1139
C30H38O9
Chrysanthemulide I
(Xue et al., 2018)
8–32
14.94
547.22906 [M + Na]+
529.2176, 301.1039, 283.0933, 269.1147
C30H36O8
Artemisianins A
(Xue et al., 2019)
8–33
15.15
235.16866 [M + H]+
189.1268, 175.1479, 147.1165
C15H22O2
Curcumenol
(Liu et al., 2021)
8–34
15.17
237.10933 [M + H]+
219.1738, 201.1634
C15H24O2
B3
(Garlaschelli and Vidari 1989)
8–35
15.38
299.20016 [M + H]+
281.1352, 263.1613, 220.9056
C15H22O6
Hydroheptelidic acid
(Nielsen et al., 2011)
8–36
15.80
291.15607 [M + Na]+
203.1037
C15H24O4
Ustusol B
(Xu et al., 2020)
8–37
15.90
251.12477 [M + H]+
233.1159, 123.3146
C15H22O3
7-Hydroxypetasol
(Sugawara et al., 1993)
8–38
16.14
237.14566 [M + H]+
269.1741, 219.1737, 201.1636
C14H20O3
B4
(Sugawara et al., 1993)
8–39
16.75
265.14026 [M + H]+
297.2042, 247.1321, 229.1213
C16H24O3
12-Methoxydihydrocostunolide
(Mathon et al., 2013)
8–40
16.89
277.17676 [M + Na]+
309.2029, 245.1506
C15H26O3
B5
(Velten et al., 1994)
8–41
17.09
253.14015 [M + H]+
235.1684, 217.1581, 189.1633
C15H24O3
Ilicic acid
(Jimenez-Gonzalez et al., 2018)
8–42
17.73
261.11087 [M + Na]+
243.1009
C15H26O2
11,12-Dihydroxydrimene
(Velten et al., 1994)
Structure of sesquiterpenoids in A. argyi.
3.2 Structural identification of A. argyi compounds
17 compounds were isolated from A. argyi by various chromatographic methods, and their structures were determined as Tanaphilin (1), Loliolide (2), 3α-hydroxyryanosin (3), 3-method-tanaparthole (4), 14-deoxyylactin (5), Artecalin(6), Chlorofluotzchin (7), Chrysanthemulide I (8), Artemisianins A (9), Achillinin C (10), Isotanciloide (11), Dehydromatricarin A (12), epi-Baynol A (13), 3, 3-Dimethyl-γ-methylene-2-(3-oxobutyl) cyclobutanoic acid (14), Argyin C(15), Ilicic alcohol(16), Argyin A(17), through extensive spectra analysis (Fig. 3).Compounds isolated from Fr.6 and Fr.8 in A. argyi.
3.3 Target collection of active ingredients of AASs
17 sesquiterpenoids isolated from A. argyi were identified using CTD, Swissstargetprediction server and SuperPred, and 806 protein targets were predicted. In addition, 400 targets of “COVID-19″ and ”SARS-CoV-2″ were obtained from GeneCard database, and 275 targets of SARS-CoV-2 were selected. 91 of these targets overlapped with AASs. Cytoscape was used to generate a drug-target-disease map (Table S1). The “drug-target-disease” diagram was generated using Cytoscape (Fig. 4). Compounds 10, 9, 16, 6, 4 and 12 showed more than 35 cross-protein targets with SARS-CoV-2, suggesting their potential therapeutic effects. Notably, AASs targeted key proteins such as NFKB1, ACACA, CNR2, KDM1A, TLR4 and PIK3R1 in treatment.Compound-target network of A. argyi sesquiterpenoids formula constructed using Cytoscape.
The PPI of intersection targets was obtained by String database and visualized by Cytoscape (Fig. 5). The average degree of each protein was 12.84, with 29 protein targets having nodes greater than the average, while STAT3, PIK3R1, AKT1, MAPK1, PTPN11, EGFR, and JUN had nodes greater than 30, indicating that these 7 targets are the core targets of AASs for the treatment of COVID-19.PPI of AASs in treating COVID-19.
3.4 GO biological function annotation and KEGG pathway enrichment analysis
Functional enrichment analysis of GO and KEGG was performed to investigate the potential mechanism of AASs in the treatment of SARS-CoV-2. For example, molecular functions mainly include ATP binding and viral entry into host cell, AASs involve cellular components including cytoplasm, and biological processes include the response to lipopolysaccharide, inflammatory response, and so on (Fig. 6(A)). The top 20 results obtained by KEGG pathway analysis are shown in Fig. 6(B), indicating the proportion of target genes belonging to a certain pathway to all annotated genes in the pathway, with dot size representing the number of target genes. The analysis revealed that a majority of the diseases associated with the identified targets were viral-related, with pathways in cancer being the most prevalent. This suggests that AASs may have potential involvement in multiple cancer-related pathways for treatment purposes. Furthermore, the NOD-like receptor and HIF-1 signaling pathways were identified as the primary signaling pathways targeted by AASs in relation to COVID-19.(A) The top 5 pathways for GO enrichment analysis of the targets of AASs. (B) The top 20 pathways for KEGG enrichment analysis of the targets of AASs.
3.5 Analysis of anti-pseudovirus infection
To screen for potential inhibitors of SARS-CoV-2 entry in A. argyi, pseudovirus coated with SARS-CoV-2 Spike protein was used to infect HEK293T/ACE2, and chloroquine was selected as the positive drug. As shown in Fig. 7, the three compounds 5, 10 and 12 in A. argyi had a good inhibition effect on pseudovirus invasion within 20 μM, and the inhibition rate reached 54.2385%, 53.7423% and 63.964% at 20 μM, and the cell survival rate was higher than 80% at this concentration. The anti-pseudovirus results of other compounds are shown in Figure S4.Inhibitory activity of the positive drugs chloroquine, Compound 5, 10 and 12 against pseudovirus infection in HEK293T/ACE2 cells.
In order to explore the most important domain RBD binding to ACE2 in Spike protein. By SPR analysis of 17 compounds, only C10 and C12 showed strong binding to the RBD of SARS-CoV-2 spike protein, while other sesquiterpenoids such as C3, C8, C13 and C16 showed only weak binding (Figure S5, S6). The KD values for C10 and C12 binding to SARS-CoV-2-RBD were 181.9 μM and 164.4 μM, respectively. Molecular docking analysis indicated that Compounds 10 and 12 formed hydrogen bonds with Arg403, which led to tight binding to RBD. The α, β-unsaturated γ-lactone structure of C10 and C12 interacted with Glu406 and Arg403 via their ester groups (Fig. 8 (C, D)). Therefore, the unsaturated lactone structure of sesquiterpenes plays a crucial role in their binding conformation to the RBD protein, with Arg403 serving as the key residue for binding to the spike RBD protein.The molecular interaction of RBD and C10(A) and C12(B). The molecular interaction of RBD and C10(C) and C12(D).
3.6 Inhibitory activity of AASs on SARS-CoV-2 Mpro
Main protease (Mpro) is a crucial protease for mediating viral replication and transcription in SARS-CoV-2 (Marinho et al., 2020), making it a potential target for developing drugs against the virus (Fu et al., 2022). To investigate the efficacy of AASs in treating SARS-CoV-2-induced pneumonia, the inhibitory activity of 17 sesquiterpenoids from A. argyi against Mpro was analyzed using Ebselen as a positive control drug (Figure S7). The inhibition rate of Mpro on the test compounds showed a clear dose–effect relationship, with the inhibition rate increasing with increasing concentration (Fig. 9(C)). IC50 values for Compounds 1, 8, 10, 13, 14, 15, 16 and 17 in A. argyi were found to be 24.64 μM, 21.46 μM, 23.17 μM, 35.58 μM, 33.45 μM, 26.34 μM, 35.27 μM, and 8.737 μM.(A) Protease activities of SARS-CoV-2 Mpro in the presence of inhibitors were measured by FRET-based enzymatic activity assay. IC50 of Ebselen and Compounds 1, 8, 10, 13, 14,15, 16 and 17.
Based on the inhibition of Mpro activity by sesquiterpenes, the relationship between chemical structure and activity was further analyzed by molecular docking of several sesquiterpenes with strong inhibitory activity (Fig. 10). From the docking results, it is obvious that compounds 15 and 17 are guaiacane-type sesquiterpene lactones, and the O-diol hydroxyl groups at C-3 and C-4 positions of their five-membered rings form a stable hydrogen bond with residue Ser46; Compound 8 also contains the same structure, and its five-membered ring of guaiacane sesquiterpene lactone also has O-diol hydroxyl group, and forms a stable combination with Asn119, so it is considered that this structure is beneficial to interact with Mpro to achieve lower concentration to inhibit its activity. From other docking results, it is also found that residues Thr24 and Thr26 are important groups for sesquiterpenes to bind with MPro, and unsaturated ketones in sesquiterpenes can form hydrogen bonds with these residues to achieve stability (Fig. 10 (A, C)).(A-H) The molecular interaction of SARS-CoV-2 Mpro and Compounds 1, 8, 10, 13, 14, 15, 16 and 17, respectively.
3.7 Inhibition of NO induced by LPS in RAW264.7 cells
Before investigating the inhibitory effect of AASs on NO release in inflammatory RAW264.7 cells in vitro, the inhibitory effect of these compounds on cell viability was first studied to screen sesquiterpenes that could exert good anti-inflammatory activity without affecting normal cell growth. Therefore, the cytotoxicity of 17 sesquiterpenoids at 50 μM was studied (Fig. 11 (A)). Compounds 4, 10, 12, 15, 16, 17 showed significant inhibitory effects at the concentration of 50 μM, but Compounds 4, 12, 15, 17 still inhibited normal cell growth at the concentration of 25 μM (Fig. 11 (B)).MTT assay of 17 compounds (50 μM). (B) MTT assay of Compounds 4, 10, 13, 15, 16 and 17 (25 μM). (C) Inhibitory effects of Compounds 2, 5, 9, 10, 13, 16 on NO production in RAW264.7. Results presented as the mean ± SD of three replicated tests. The GraphPad Prism was used to analyze the results using one-way ANOVA. Note: *P < 0. 05, **P < 0.01, ***P < 0.001, ****P < 0.0001.
The results showed that Compounds 2, 4, 5, 9, 10, 12, 13, 15, 16, and 17 could significantly inhibit the release of NO in RAW264.7 inflammatory model in a concentration-dependent manner, while Compounds 1, 3, 6, 7, 8, 11, and 14 showed a weak inhibitory effect (Figure S6). For example, there are many hydroxyl groups in the structure of C3, C8 and C11, which weaken the lipid solubility of compounds and lead to their weaker inhibitory ability on NO release in RAW264.7 cells than other sesquiterpenes.
Sesquiterpene dimers showed stronger ability to inhibit cellular NO secretion levels compared to monosesquiterpenoids. C10, formed by the polymerization of C1 with another sesquiterpene, showed better inhibition than C1 due to the presence of two active groups despite the destruction of one lactone outer double bond structure. Compound 2, 5, 9, 10, 13, and 16 did not inhibit the growth of RAW264.7 cells at a concentration of 25 μM (Figure S8), while their IC50 values for inhibiting the level of NO in RAW264.7 cells were 11.03, 4.415, 6.718, 3.656, 2.605, and 4.189 μM (Fig. 11 (C)), respectively, indicating good activity.
Molecular docking results indicated that C9 and C10 had similar structures, both possessing α, β-unsaturated γ-lactone and α, β-unsaturated ketone functionalities, and displayed comparable binding affinity towards iNOS protein (Fig. 12). However, C10, which had an additional hydroxyl group at the C-8′ position, formed a hydrogen bond with amino acid residue Glu263, resulting in a stronger binding force and lower binding energy. Thus, the unsaturated lactone ring and unsaturated ketone functionalities were crucial for the binding conformation of AASs and iNOS protein, while the hydroxyl group in AASs contributed to the binding affinity by reducing the binding energy.Interactions of compounds 2, 5, 9, 10, 13, and 16 with iNOS protein, respectively.
Cytotoxicity of AASs on three cell lines representing major human organs was assessed by MTT assay after 48 h treatment with (A) liver (HepG2), (B) lung (Calu-3), and (C) intestine (Caco-2) cell lines. All experiments were performed in three biological replicates. The GraphPad Prism was used to analyze the results using one-way ANOVA. Note: *P < 0. 05, **P < 0.01, ***P < 0.001, ****P < 0.0001.
3.8 Cytotoxic profiles of the 17 compounds
One of the major problems in the development of medicinal plant-derived drugs is the possible damage to different organs of the human body caused by herbs. To address this issue, in this study, we used human cell lines from three major organs, including liver (HepG2), lung (A549), and intestine (Caco-2), to evaluate the cytotoxicity of these 17 compounds by MTT assay. The results showed that the same compound showed different cytotoxicity in different cell lines. Among them, Compound 10, which had the best combination of anti-Pseudovirus and anti-inflammatory effect, showed obvious toxicity at the concentration of 50 μM, but did not show great toxicity to the three cell lines when the concentration was reduced to 25 μM.
4 Discussion
A. argyi, as a traditional Chinese medicine with a long history of epidemic prevention, has high research value in the context of COVID-19. In this study, A. argyi from Tangyin, Henan Province was used to further investigate the relationship between chemical composition, pharmacological effect, chemical structure and activity of sesquiterpenoids, to provide material basis for the research and development of innovative traditional Chinese medicine with a long history of epidemic prevention.
The sesquiterpene fractions of A. argyi decoction were extracted by ethanol cold immersion method, and the crude extracts were initially separated by silica gel column chromatography. The results showed that Fr. 6 and 8 were enriched in sesquiterpenes, and a total of 69 sesquiterpenoids were obtained from the two fractions. This further indicates that A. argyi contains abundant sesquiterpene resources and provides a reference for determining the material basis of A. argyi medicinal effect and exploring new natural anti-inflammatory lead drugs.
Moreover, through the use of HPLC and chromatographic separation, the monomer compounds of A. argyi were isolated and their structures were identified using nuclear magnetic resonance analysis and mass spectrometry. Network pharmacology was employed to explore the potential therapeutic effects of sesquiterpenoids from A. argyi in the treatment of COVID-19. By employing a comprehensive approach of identification and prediction, multiple protein targets associated with COVID-19 and SARS-CoV-2 were identified and found to overlap with the AASs. The drug-target-disease map revealed that several AASs exhibited a significant number of cross-protein targets with COVID-19, indicating their potential therapeutic effects in respiratory conditions. The PPI analysis highlighted key proteins involved in the treatment, emphasizing their importance as potential targets for AASs. The functional enrichment analysis provided insights into the molecular functions, cellular components, and biological processes associated with AASs, elucidating their mechanisms of action. Notably, viral-related pathways and cancer-related pathways were prominently identified, suggesting the potential of AASs in treating viral infections and cancer. These findings contribute to the understanding of AASs as potential therapeutic agents for COVID-19 and open avenues for further research and development of targeted therapies(Wang et al., 2018).
Several AASs compounds have shown promising results in inhibiting SARS-CoV-2 infection and reducing inflammation in vitro. Compounds 5, 10, 12 can inhibit the infection of SARS-CoV-2 pseudovirus, and compound 10,12 can form a good binding with RBD in the domain of Spike protein by SPR. For SARS-CoV-2 Mpro, compounds 1, 8, 10, 13, 14, 15, 16 and 17 in AASs could effectively inhibit the activity of Mpro. In addition, compounds 5, 9, 10, 13 and 16 also reduced the anti-inflammatory effect of NO secretion. Finally, the direct analysis of different compounds and protein by molecular docking technology shows that the O-diol hydroxyl group of five-membered ring in guaiacane sesquiterpene lactone can form a stable hydrogen bond with the residue Ser 46 in Mpro, while the structure of α, β-unsaturated-γ-lactone and unsaturated ketone forms a hydrogen bond with the amino acid residue in iNOS protein, achieving a stable binding conformation.
Based on the above in vitro experiments, Compound 10 (Achillinin C) was identified as a promising compound that could inhibit pseudovirus infection and reduce NO secretion to alleviate inflammation. Through a separate systematic pharmacological analysis of C10, it was found that, as shown in Figure S9, 48 target proteins overlapped with SARS-CoV-2, accounting for more than half of the cross targets between AASs and diseases, and NFKB1 was the most important target protein. The other sesquiterpenes were different, C10 was more concentrated in the KEGG pathway in PD-L1 expression and PD-1 checkpoint pathway in cancer and Coronavirus disease-COVID-19. The present study also found that C10 could effectively inhibit A/Puerto Rico/8/1934 H1N1 influenza virus with an IC50 of 42.29 μM (Zhu et al., 2023), indicating that C10 had good antiviral activity. We believe that these findings lay the foundation for the development of novel natural products with anti-viral and anti-inflammatory effects, and that A. argyi could be a promising treatment for this pandemic.
5 Conclusion
In conclusion, this study sheds light on the potential of A. argyi, a traditional Chinese medicine, as a source of natural anti-inflammatory and antiviral compounds in the context of COVID-19. The analysis of sesquiterpenoids obtained from A. argyi revealed the presence of abundant sesquiterpene resources and provided a reference for determining the material basis of A. argyi medicinal effect and exploring new natural anti-inflammatory lead drugs. Through in vitro testing, several AASs compounds showed promising results for inhibiting SARS-CoV-2 PsV and reducing inflammation. Compound 10 (Achillinin C) was identified as a particularly promising candidate, effectively inhibiting the virus, reducing inflammation, and having no impact on normal cell growth. These findings provide a foundation for the development of new natural medicines for COVID-19 and other inflammatory diseases, as well as contributing to the ongoing search for effective treatments for this pandemic.
Author contributions
The study was designed by Junxia Zheng, Yifei Wang and Zhe Ren. Yujing Huang and YuHui Gan performed the network pharmacology analysis, in vitro experimental studies and molecular docking analysis. Zhilin Huang, Juntao Xie, Zhiyun Xia, Tao Liu and Xiangyu Chen identified sesquiterpenoids of A. argyi. Yujing Huang wrote the manuscript. Junxia Zheng, Xiangguang Li, Haibo Zhou and Pinghua Sun edited the manuscript. All data were generated in-house, and no paper mill was used. All authors agree to be accountable for all aspects of work ensuring integrity and accuracy.
Acknowledgments
This work was supported by the research grant from the National Natural Science Foundation of China (No. 82073977, 22177039), the General Project of Guangdong Natural Science Foundation (2023A1515011445), the Guangdong joint research fund with enterprises (2022A1515220142),the Guangdong Province Modern Agricultural Industry Technology System Innovation Team Project (Grant No. 2020KJ142 and 2021KJ142) and the Key Research and Development Plan of Guangzhou (Grant No. 202206010008).
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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Appendix A
Supplementary material
Supplementary data to this article can be found online at https://doi.org/10.1016/j.arabjc.2023.105298.
Appendix A
Supplementary material
The following are the Supplementary data to this article:Supplementary data 1
Supplementary data 1