Abstract
Simple Summary
Mullein (Verbascum spp.) has been widely used in Spanish folk medicine to treat several pathologies, and these applications suggest the potential anti-inflammatory action of these plants. Based on the aforementioned, a deep bibliographic review of the chemical composition of the 10 species of Verbascum, catalogued by the Spanish Inventory of Traditional Knowledge related to Biodiversity, and virtual simulations using computer programs were used to demonstrate the molecular evidence supporting the use of these intuitive and traditional popular medicines.
Abstract
Verbascum species (common mullein) have been widely used in Spanish folk medicine to treat pathologies related to the musculature, skeleton, and circulatory, digestive, and respiratory systems, as well as to treat infectious diseases and organ-sense illnesses. These applications support the potential anti-inflammatory action of Verbascum phytochemicals. Based on the aforementioned facts, and following a deep bibliographic review of the chemical composition of the 10 species of Verbascum catalogued by the Spanish Inventory of Traditional Knowledge related to Biodiversity, we look for scientific evidences to correlate the traditional medical uses with the chemical components of these plants. To support these findings, in silico simulations were performed to investigate molecular interactions between Verbascum phytochemicals and cellular components. Most of common mullein traditional uses could rely on the anti-inflammatory action of phytochemicals, such as quercetin, and it could explain the employment of these plants to treat a wide range of diseases mediated by inflammatory processes such as respiratory diseases, otitis, arthrosis, and rheumatism among others.
Keywords: Verbascum, traditional knowledge, validation, flavonoid, terpene, inflammatory
1. Introduction
The genus Verbascum (Scrophulariaceae, Lamiales) comprises more than 300 Eurasiatic species. It is the largest genus of the family, and its origin is the center of the Eastern Mediterranean Basin. In the Iberian Peninsula, it is represented by 26 species [1]. In Spain, they are popularly named “gordolobos” (in English, common mullein), and the Spanish Inventory of Traditional Knowledge related to Biodiversity [2] has catalogued 10 species which have been used to treat a wide range of pathologies. These are Verbascum pulverulentum Vill., V. sinuatum L., V. thapsus L., V. boerhavii L., V. creticum (L.) Cav., V. dentifolium Delile, V. giganteum Willk., V. lychnitis L., V. rotundifolium Ten., and V. virgatum Stokes in With.
In order to realize the potential pharmacological application of these species, we must perform a deep analysis of their chemical compositions as a starting point to understand which phytochemicals could exert the medical actions described in the traditional knowledge. The chemical components of Verbascum spp., and the biological actions attributed to these phytochemicals, can be found in the literature [3,4,5,6,7,8,9,10,11,12,13,14,15,16,17], with the correlation between the phytochemicals’ bioactivity and their traditional uses being a key point to validate their traditional ethnobotanical uses.
The aforementioned bibliographic prospection could be complemented by in silico approaches to demonstrate the phytochemicals’ affinities using molecular targets. The combination of bibliographic research and computer programming could provide a strong tool to approach the botanical bioactive compounds existing in Verbascum spp. with the medical uses collected by folk knowledge.
The objective of this work is to analyze the affinities of phytochemicals from Verbascum spp. for mammalian molecular targets to perform a comprehensive scientific validation of its medical uses. This work could support further experimental studies on Verbascum spp. extracts and their phytochemicals as therapeutic agents, making the experimental approach easier and eventually contributing to reducing the number of animals employed in pre-clinical testing [18,19].
2. Materials and Methods
2.1. Ethnobotanical Uses and Chemical Composition of Verbascum Used in Spanish Folk Medicine
We first carried out a bibliographic search, looking at the applications recorded by the Spanish Inventory of Traditional Knowledge related to Biodiversity [2], for the 10 Verbascum spp. catalogued in the Iberian Peninsula. We summarized them in a table, grouped by diseases and physiological systems.
Afterwards, we performed a bibliographic review of the chemical composition of the 10 Verbascum species. We used the databases Scopus, Dialnet, Medline, PubMed, ScienceDirect, Google Patents, Google Scholar, and Wiley Online. The employed keywords were: “Verbascum sinuatum”, “Verbascum thapsus”, “Verbascum boerhavii”, “Verbascum creticum”, “Verbascum dentifolium”, “Verbascum giganteum”, “Verbascum lychnitis”, “Verbascum rotundifolium”, “Verbascum virgatum” and/or “activity”, “chemical composition”, “pharmacology”, and “medicin*”.
The bibliographic results were managed using a Prisma 2009 Flow Diagram Methodology [20]. A final summary was obtained. It contains the metabolites that had been identified in the aforementioned Verbascum species throughout the published literature and can be consulted in Appendix A (Table A1).
The chemical structures of these metabolites (83 molecules of Table A1) were retrieved from PubChem [21]. This is a database of chemical compounds maintained by the National Centre for Biotechnology Information (NCBI), a branch of the National Library of Medicine of the National Institute of Health (NIH). Structures were drawn and edited using ChemDraw Professional 17.0 (Perkin Elmer, Waltham, MA, USA) and/or Marvin Sketch 19.15 (ChemAxon, Budapets, Hungary). Finally, the respective SMILES codes were also compiled in the abovementioned Table A1 because they are essential to perform the in silico modelling planned for the next stage.
2.2. In Silico Modelling of Verbascum spp. Chemical Constituents’ Affinities by Human Molecular Targets
To obtain a virtual prediction of the probable molecular targets of the Verbascum metabolites listed in Table A1, we used the free Software SwissTargetPrediction (STP) [22]. This program allows one to estimate the most probable macromolecular targets of any small molecule assumed to be a bioactive metabolite. The prediction is founded on a combination of 2D and 3D similarity with a library of 370,000 known actives from more than 3000 proteins from 3 species. We focused our predictions on Homo sapiens targets. When a metabolite molecule SMILES code is uploaded to the SwissTargetPrediction Website, a document is obtained, which contains a list where proteins are ranked according to the probability of the protein being a target of the query molecule (phytocompounds). Probabilities of ≥0.65 are considered to be significant in the metabolite–protein interaction [22].
We uploaded each of the Verbascum metabolites to the SwissTargetPrediction System; the significant results are summarized in a table available in Appendix B (Table A2). It corresponds to the list of 20 metabolites which showed a significant level of affinity for different targets. The results of Table A2 were analyzed and presented as a frequency histogram figure, structured from the perspective of the STP Target Classes.
The SwissTargetPrediction Program runs with a database system where the proteins included are linked to its own Class Target Classification System.
In summary, the total number of Verbascum metabolites tested in silico was 83, and the metabolites that showed target affinities (finally, 20) were then analyzed, studied, and discussed.
2.3. Comparative Review of Ethnobotanical Uses and Physiopatological Molecular Targets
The discussion consisted of making a qualitative comparison between the traditional use and biological activity of the components. The latter was considered in the published experimental results, which are accessible through bibliographic databases, and the in silico protein affinity tests performed using the aforementioned SwissTargetPrediction Program.
3. Results
3.1. Ethnobotanical Uses and Chemical Composition
The use of Verbascum spp. in Spanish traditional medicine includes a wide range of formulations to treat disorders affecting a wide range of systems such as the circulatory, digestive, and respiratory systems, as well as skin diseases, sense organ illnesses, and infectious and parasitic diseases. The main applications collected by the Spanish Inventory of Traditional Knowledge related to Biodiversity [23] for the 10 Verbascum spp. catalogued in the Iberian Peninsula are summarized in Table 1, in which we have also included data on the method of administration.
Table 1.
Uses | Vp | Vs | Vt | Vb | Vc | Vd | Vg | Vl | Vr | Vv | |
---|---|---|---|---|---|---|---|---|---|---|---|
Circulatory | Anti-hemorrhoidal | B/T | B/T | S/B/T | B/T | T | B | T | |||
Leg treatment | B | ||||||||||
Anti-hypertensive | I/B | I | B | ||||||||
Digestive | Teeth pain, gumboil | B/T | B | B/T | T | ||||||
Digestive | I/B/T | B/T | |||||||||
Gastric ulcer/inflammation | B/T | I/B/T | B | ||||||||
Liver inflammation | I/B | T | I/B/T | I/B | |||||||
Gallstone | I | I | I/B | I | |||||||
Anti-diarrhoea | T | I | T | ||||||||
Constipation | B | E | |||||||||
Respiratory | Hoarse, tonsillitis | B/T | I/T | I/B/T | |||||||
Cold | B | I | I/B | I | B | ||||||
Cough, asthma, bronchitis, hemoptysis | B | I/B/M | I/B | I | I | B | |||||
Musculature & Skeleton | Anti-inflammatory (swelling) | B/T | I/B/T | ||||||||
Contusion, broken bones | I/T | T | I/B/T | ||||||||
Arthrosis, rheumatism | B/T | B/T | I | T | |||||||
Skin | Eczema, exanthema | B/T | B/T | T | |||||||
Cysts and zits | T | T | I/B/T | T | T | ||||||
Wounds, ulcers, burns | B/T | M/T | I/B/M/ | T | T | ||||||
Horsefly bite | M/T | ||||||||||
Chilblain | B/T | B | B/T | B/T | B/T | ||||||
Nail conditions | B/T | ||||||||||
Sense | Conjunctivitis | M | M | M | |||||||
Otitis | B/M | M | B | ||||||||
Infectious parasitic diseases | Diphtheria | T | |||||||||
Helminthiasis | B | ||||||||||
Tuberculosis | I | ||||||||||
Typhus | T | ||||||||||
Mange | T |
(Vp: V. pulverulentum; Vs: V. sinuatum; Vt: V. tapsus; Vb: V. boerhavii; Vc: V. creticum; Vd: V. dentifolium; Vg: V. giganteum; Vl: V. lychnitis; Vr: V. rotundifolium; Vv: V. virgatum). Administration T: Topic; I: Infusion; B: Boiled; M: Maceration; E: Enem; S: Steam.
3.1.1. Circulatory System Diseases
Among the circulatory system applications, the anti-hemorrhoidal use of Verbascum spp. is the best established, as it has been reported for 7 out of 10 Iberian species. Topical application is the most common posology; it can be accomplished by sitz bath, with the liquid resulting from plant decoction [24,25,26,27,28,29], or by rubbing the mash or boiled plant onto the affected area [24,30,31,32,33,34,35,36,37,38,39]. Rubbing with hairy leaves has also been reported [40,41,42].
3.1.2. Digestive Apparatus
Digestive system illnesses, in many cases, include conditions caused by an inflammatory process (tooth pain, gumboils, liver and gastric inflammation). Moreover, these species have also been used for their digestive properties and to treat gallstones, diarrhea, and constipation. Again, the liquid resulting after boiling to decoct the plant is the most common posology, together with plant infusions, which are commonly drunk to obtain healing benefits [28,31,36,38,42,43,44,45,46,47,48,49]. Nevertheless, these species can also be used in mouthwashes to treat teeth pain and gumboils [36,38,50,51], or as enemas for constipation, pediatric gut swelling, and indigestion [25]. The topic application of poultices or leaves (boiled or raw) is also used to treat abdominal pain, commonly attributed to liver or gut inflammation or diarrhea [25,28,33,34,35,52,53].
3.1.3. Respiratory Diseases
The most common way to use Verbascum spp., to relieve respiratory system conditions, such as hoarseness, tonsillitis, cold, cough, asthma, or bronchitis, is through the ingestion of a wide variety of preparations (infusions, macerations, syrup) made with common mullein alone or mixed with other plants (mint, rosemary, mallow, hawthorn flower, coltsfoot, thymus and pine leaves, among others) or culinary ingredients (honey and sugar) [24,25,28,30,31,33,35,36,38,39,40,43,45,46,49,51,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68]. The ability of V. thapsus extracts to inhibit the growth of bacteria involved in respiratory infections has been proved using antibacterial assays, with the aqueous extracts being the most efficient [69].
3.1.4. Musculature and Skeleton
Regarding the employment of Verbascum spp. to treat and relieve conditions affecting the musculature and skeleton, the healing properties attributed to common mullein could rely on its anti-inflammatory action, since most of the conditions treated share a strong inflammatory component (rheumatism, arthritis, swelling, contusions, and broken bones). The formulas employed include fresh, mashed, boiled, or infused plants, and the means of application is topical [25,26,29,30,33,35,43,52,67,70,71].
3.1.5. Skin and Sense Organs
A wide range of skin conditions are treated with Verbascum spp., including eczema, exanthema, cysts and zits, insect bites, and nail infections, as well as different types of wounds. The topical application of the liquid, resulting from boiling, infusing, or macerating the plant, is the most common posology [24,25,26,28,29,31,33,35,36,39,41,42,45,46,47,48,52,54,57,60,61,68,72,73,74,75,76,77,78,79]. The species’ employment for chilblain relief is another common use (5 out of 10 Verbascum spp.). The most common means of application is rubbing the liquid, resulting from decoction [25,27,38,39,43,80,81,82], which, in Alicante, is carried out in milk instead of water [83]. In Caceres, a lead poultice is applied on the affected area [41].
A liniment made from mullein flowers, boiled or macerated in olive oil, is a common means for treating earache in different parts of Spain (Cataluña, Baleares, and Navarra) [24,25,35,66]. Conjunctivitis is another condition treated with common mullein [24].
3.1.6. Other Uses
Finally, another interesting application of Verbascum spp. is the treatment of infectious and parasitic diseases, such as diphtheria, helminthiasis, tuberculosis, typhus, and mange [25,28,35,62,68,77]. Despite the lack of experimental results showing the anti-mycobacterial action of Verbascum extracts, the British folk knowledge also point to the ability of common mullein to treat tuberculosis. Besides it, the nomenclature and local names of this genus are tightly connected with diseases caused by mycobacteria [84].
3.1.7. Chemical Composition
Spanish Verbascum spp. phytocompounds include two main classes: terpenes and flavonoids (see Table A1 and Figure 1). The best characterized species are V. thapsus [3,4,6,9,15,16,17], V. sinuatum [10,11,12,13], and V. lychnitis [5,7,14].
Monoterpene iridoids, sesquiterpenes, triterpene saponins, and phenyl propanoids are isoprene derivatives. Monoterpene iridoids are 10 C terpenes with a cyclopentanopyran cycle. Catalposide and specioside are metabolites belonging to this group. Their chemical structures are very similar, though differing in the way the phenol group is inserted, with specioside being more hydrophobic. Sesquiterpenes are 15 C terpenes, such as buddlindeterpene B. Triterpene saponins (vg. ursolic acid) are 30 C terpenes that reduce the surface tension, easing the mix of lipophilic and hydrophilic phases from liquid substances. Phenilpropanoid alcohols are glycosidic molecules, such as verbascoside and poliumoside.
Flavonoids share a flavonic nucleus (2-phenylbenzopyrane). They have been classified into three subgroups: flavonols, flavones, and O-methylated flavones. Flavones are pheny1-4 benzopyranones, flavonols are 3-hidroxyflavones, and O-metilated flavones have a methyl radical in the 3-hydroxilated part of the main pheny1-4-benzopyranone nucleus. The flavonoid components of Table A1 have a common structure of chromone (1-4 benzopyranone); are characterized by main functional groups such as hydroxyl, and carbonyl; have a conjugated double bond. They are soluble in water and ethanol, and they have oxygen bases varying from moderate to strong.
Some of these components have a powerful physiological activity, which has been shown in several experimental works [85,86,87]. This activity, usually with a narrow therapeutic margin (little difference between the minimum active concentration and the maximum tolerated concentration), has attracted interest in its associated biochemical processes.
3.2. In Silico Modelling of Verbascum spp. Chemical Constituents’ Affinities by Human Molecular Targets
The review resulted in a library of 83 molecular structures identified in Verbascum. (Table A1). The application of the SwissTargetPrediction program yielded a final score of 20 molecules with ligand–target interactions with a probability of ≥0.65; thus, these were selected, and the rest were discarded. They are summarized in Table 2 and additional data are available in Table A2 (Appendix B).
Table 2.
Chemical Group | Component | Species |
---|---|---|
Monoterpene iridoid | Catalposide | Vl |
Specioside | Vl | |
Sesquiterpene | Buddlindeterpene B | Vt |
Triterpene saponin | Ursolic acid | Vt, Vl |
Phenypropanoid Glycosides | Verbascoside | Vs, Vl |
Poliumoside | Vs, Vt, Vb | |
Flavones | Apigenin | Vt |
Apigenin-7-glucuronide | Vt | |
Apigetrin | Vt, Vl | |
Cynaroside | Vt, Vl | |
Luteolin | Vt, Vl | |
Luteolin-7-glucuronide | Vl | |
6-hydroxyluteolin-7-glucoside | Vt, Vl | |
7-methoxy-luteolin | Vl | |
Flavonol | Quercetin | Vt, Vl |
3′-methylquercetin | Vt, Vl | |
Kaempferol | Vt | |
Rutin | Vt | |
O-metilated Flavone | Acacetin | Vt |
Acacetin-7-O-α-d-glucoside | Vt |
Vl = V. lychnitis, Vt = V. thapsus; Vs = V. sinuatum; Vb = V. boerhavii.
The chemical structures of the 20 components are plotted in Figure 1, together with the probability values obtained by in silico modelling and target class, according to the SwissTargetPrediction classification.
Figure 2 shows the quantification of cases where the probability is greater than 0.65, in relation to the target class established by SwissTargetPrediction, and shown in Table A2. It is necessary to emphasize the great affinity for the classes “enzymes” (44 cases), “kinases” (39 cases), and “lyases” (24 cases).
According to the data in Table A2, iridoids (catalposide, specioside) show affinity for the cytosolic protein HSP90AA1 (heat shock protein HSP90-α). The sesquiterpene, buddlindeterpene B, shows affinity for the transcription factors GLI1 and GLI2 (glioma-associated oncogen, which are zinc finger proteins). Ursolic acid, a triterpene saponin, mainly shows affinity for PTPN1 (protein-tyrosine phosphatase 1B) and other phosphatases (PTPN2 or T-cell protein-tyrosine phosphatase, P246666, or low molecular weight phosphotyrosine protein phosphatase), as well as the membrane receptor PTPRF (receptor-type tyrosine-protein phosphatase F), the nuclear receptor RORC (RAR-related orphan receptor γ), the DNA polymerase β (POLB), the aldo-ketoreductase 10 (AKR1B10), and the 11-beta hydroxysteroid dehydrogenase 1 (HSD11B1). The phenylpropanoid glycosides (verbascoside, poliumoside) show affinity for matrix metalloproteinases (MMP2, MMP12). The studied flavones (apigenin, apigenin-7-glucuronide, apigetrin, cynaroside, luteolin, luteolin-7-glucuronide, 6-hydroxyluteolin-7-glucoside, 7-methoxy-luteolin) show a wide profile of affinities, as summarized in Table A2. Among them are affinities for Cit P450, Glyoxalase 1 (GLO1), proinflammatory cytokine IL2, TNF-α secreted proteins, NADPH oxidase (NOX4), and arachinodate lipoxygenase (LOX), and the metalloproteinases (MMP 9 and 12) can be highlighted. The O-metilated flavones (acacetin, acacetin-7-O-α-d-glucoside) show affinity for cytochrome P450 (CYP1B1), interleukin-2 (IL2), and the Tumor Necrosis Factor (TNF-α).
4. Discussion
4.1. Anti-Inflammatory Action of Verbascum
The role of biological molecules, such as inteleukins (ILs), lipooxygenase (LOX), cyclooxygenase (COX), nuclear factor κB (NF-κB), vascular endothelial growth factor (VEGF), matrix matalloproteinases (MMPs), and tumor necrosis factor (TNF), among others, with the onset of inflammation is well known as well as the link between inflammation and chronic diseases [88]. Therefore, the study of phytochemicals, able to block the action of the aforementioned molecules, is key in the search of new drug candidates to treat chronic diseases and other pathologies with a high inflammatory component.
Most of medicinal applications of Verbascum spp. collected from the folk knowledge, have in common an array of inflammatory processes; therefore, understanding the anti-inflammatory molecular mechanisms displayed by Verbascum phytochemicals is essential in order to explain most of its healing properties.
The results generated by our affinities studies show the affinity of flavones (apigenin and luteolin) and flavonols (quercetin, 3′-methylquercetin and kaempferol) by arachinodate-lypoxygenases (LOX), a group of enzymes implicated in the synthesis of eicosanoids, such as leukotriens (LTs), which are molecules with an essential role in cell signaling, being also implicated in inflammation and disorders, such as asthma, skin diseases, rheumatoid arthritis, allergic rhinitis, inflammatory bowel, cardiovascular diseases, cancer, and osteoporosis [89,90,91,92,93]. It is well-known the anti-inflammatory role of polyphenolic compounds [94], in which flavones and flavonols are included. The ability of these compounds to interfere with enzymes implicated in the synthesis of eicosanoids, such as LOX, is one of the molecular mechanisms underlying their anti-inflammatory properties, and the ability of quercetin and lutein to suppress LOX product synthesis has been scientifically proven [90]. Despite our in silico approach cannot provide information about the molecular dynamic of phytochemical-target interaction, the affinity of flavones (apigenin and luteolin) and flavonols (quercetin, 3′-methylquercetin and kaempherol) for LOX, obtained by our in silico approach, is consistent with the scientific results found in the literature, in which the ability of quercetin and luteolin to suppress the formation of LOX products implicated in inflammation, such as LTs, is well demonstrated [90].
The polyphenolic compounds listed in Figure 1 shared a cathechol partial structure, which could be responsible for uncoupling the catalytic cycle of LOX, due to its iron chelating and antioxidant properties [90].
Another interesting result obtained from our in silico studies has shown the affinity of luteolin, quercetin, and kaempferol for interacting with NOX4 (NADPH oxidase-4), an enzyme implicated in the generation of superoxide anions and other downstream reactive oxygen species (ROS) [95]. For example, the protective role of luteolin against inflammation via the NOX4/ROS-NF-κB and MAPK pathways supports our findings and explains the anti-inflammatory action of mullein [96]. Compounds such as acacetin, apigetrin, and cynaroside have a high affinity to interact with the proinflammatory cytokines TNF-α and IL-2, which could also be related to their anti-inflammatory effects. In 2017, a paper from Hu et al. [97] demonstrated the anti-inflammatory effect of the flowers of Chuju (a medical cultivar of Chrysanthemum morifolim Ramat), which contain apigetrin and acacetin in their chemical composition [97]. A work of Zhao et al. (2014) [98] showed the ability of acacetin to block T-cell proliferation and IL-2 secretion, both essential to induce the inflammatory response underlying diseases such as rheumatoid arthritis and psoriasis [98]. The anti-inflammatory bioactivity of apigetrin has also been reported in an animal model of acute otitis media [99], which is a traditional use of Verbascum widely reported throughout the Iberian peninsula. Eventually, the anti-inflammatory effect of cynaroside has been demonstrated in a model of human periodontal ligament (hPDL) cells, a cell type essential in the maintenance of the periodontal tissues homeostasis, in which cynaroside has the ability to decrease the expression of pro-inflammatory cytokines, such as TNF-α, induced by LPS treatment [100].
Eventually, the in silico result, showing affinity between ursolic acid and the retinoic acid-related orphan receptor gamma (RORγ), a transcription factor essential for T helper cells differentiation, supported by experimental result showing an effective and selective inhibitory effect of this phytochemical over RORγ, could also explain the anti-inflammatory properties attributed to Verbascum spp [101].
4.2. Circulatory System Diseases
The most remarkable uses in this section are those related to circulation. The applications of these species against hemorrhoids and varicose veins are related to their local expansion processes in the peripheral circulation. This healing action can be explained by the presence of flavonoids, whose antioxidant and vasodilatory activities are associated with their protective cardiovascular action, widely referred to in the literature [102]. These compounds are common in aqueous extracts from the plants [103], so their presence is expected in many of the preparations recorded in Spanish traditional medicine and listed in Table 1. It has been reported that they are mainly used after being boiled and are then applied externally. The pathologies previously mentioned have also a local inflammatory component, therefore, the anti-inflammatory activity of common mullein, discussed in the previous section, could also underlie this group of healing remedies [93].
The antihypertensive use of Verbascum spp. reported in Table 1 could rely on the interaction of Verbascum phytocompounds with the α-adrenergic receptors implicated in peripheral vascular resistance walls. On the one hand, the α-adrenergic antagonist activity of flavonoids could explain Verbascum’s antihypertensive action [104]. On the other hand, the affinity of rutin to interact with the α2-adrenoreceptors obtained in our in silico assays, and its anti-hypertensive action reported in the literature [105], could contribute to the antihypertensive action of Verbascum reported from folk knowledge [106].
4.3. Digestive Apparatus
The digestive process begins with activity in the oral cavity, chewing, salivation, and swallowing. Therefore, oral health is essential for proper digestion. The employment of infusions and decoctions, of these plants by Spanish folk medicine, to treat tooth pain and gumboil could be related to the anti-inflammatory activity discussed above. The anti-inflammatory effect of common mullein could rely on the anti-inflammatory action of its phytochemical cynaroside which has been demonstrated to confer protection against the inflammation underlying the periodontitis [100].
Other applications include for digestive problems, gastric ulcer, or inflammations in different parts of the digestive system (stomach, liver, gallbladder), for which there are treatments described in the traditional Spanish uses of the plant (Table 1). One study indicates the protective effect of ursolic acid against hepatotoxicity in mice [107].
In addition, some of these proteins are specifically related to the physiology of the gastro-intestinal tract. Salivary amylases help to break down food into its molecular components. Parietal cells in the stomach release various acids, pepsins, and enzymes, including gastric amylase, to achieve partial digestion and obtain chemo (semi-fluid and semi-digested mass). Acids also neutralize salivary amylase, favoring gastric intervention. After about an hour, the chimo is pushed into the duodenum, where acidity acquired in the stomach stimulates the release of the hormone secretine. The pancreas then releases hormones, bicarbonate, bile, and numerous pancreatic enzymes, such as lipases (P04054), and those of the lipidic metabolism, such as aldoreductases and most of the ones consigned in the “Enzyme” file of Table A2. These are related to glucose conversion in NADPH-dependent sorbitol, the first step in the poliol pathway of glucose metabolism [108]. Afterwards, thanks to bicarbonate, the acidity of the chimo is changed into an alkaline form, allowing the better degradation of food and also creating a hostile environment for bacteria that survived the passage to the stomach. This process can be carried out effectively and smoothly if the enzyme system is healthy; otherwise, careful supplementation is required [109].
More difficult to validate, however, is the use related to defecation processes. These species have been used as both astringents and laxatives, and the only possible explanation for the traditional use of these plants is that in the first case, diarrhea (for which infusions are taken) has some infectious origin and causes inflammation. In the second case, where enemas are used because of the evacuating effect achieved by the mechanical action of water, this is favored by the presence of triterpene saponins, which have the ability to produce soapy solutions.
4.4. Respiratory Diseases
Respiratory tract pathologies treated with mullein have different etiologies (hoarseness, tonsilitis, colds, coughs, asthma, bronchitis, and even hemoptysis) and treatments, but all have a common feature: the development of inflammatory processes. Besides this, in many cases, fever and cough are displayed. The relief properties of mullein could be explained by its antitussive and expectorant activities, which could be justified by the presence of mucilages in these species [110] which exert demulcent activity [111].
Ursolic acid is one of the most promising substances of biological origin for antimicrobial therapy. It has been identified as a phytochemical inhibitor of the main protease of COVID-19 using molecular modelling approaches [112,113,114]. Other potential phytochemicals of Verbascum spp., which could be useful to treat COVID-19, are the flavonoids apigenin, luteolin, and quercetin, which have been shown to be replication inhibitors of other coronaviruses [115].
Since, in severe COVID-19 patients, an elevation of pro-inflammatory cytokines occurs, also known as “cytokine storm”, that is responsible of deteriorating their health conditions, the search of drugs able block target this “cytokine storm” and suppress the exacerbated inflammatory response is key in the treatment of the complications associated to the disease [116]. Our in silico results have evidenced affinity between mullein phytochemicals (Flavones and O-metilated flavones) and pro-inflammatory cytokines (IL-2 and TNF-α), molecules implicated in inflammatory processes related to the respiratory system and COVID-19 [117,118,119]. The previously validated anti-inflammatory activity of Verbascum components also supports the potential use of the extracts from the plants tackled in this review to achieve the desire anti-inflammatory action requested to prevent and treat COVID-19 acute clinical profile. The employment of natural compounds with immunosuppressant properties could be useful as adjuvants to ameliorate the inflammatory process triggered by the out-of-control immune response which could be fatal for the patient, even causing death [120].
Our hypothesis suggesting the employment of Verbascum flavonoids as promising COVID-19 treatment is extensively supported by the existing literature which includes a large number of works using in silico and in vitro approaches which demonstrate the ability of flavonoids to interfere with the viral infection or to prevent/ameliorate the COVID-19 disease effects. Among SARS-CoV2 targets blocked by flavonoids 3CLpro (the protease responsible of processing the two polyproteins firstly translated after viral entry) can be highlighted due to its pivotal role in the initiation and progression of the viral cycle and the lack of its human homologue. Apigenin, luteolin, kaempferol, and quercetin are able to inhibit the proteolytic activity of 3CLpro, quercetin being the most effective. The ability of these phytochemicals to interact with 3Clpro could be due to the ability of the two phenyl groups of flavonoids to interact with the protease substrate binding pocket [121]. Another target is the RNA-dependent RNA polymerase (RdRp) responsible or virus genome replication. The RdRp activity, and therefore the viral replication, is affected by high Zn2+ levels and quercetin can act as Zn2+ ionophore facilitating the influx of Zn2+ into the cell [122]. The last molecular target to deal with SARS-CoV-2 infection is to block the interaction between the SARS-CoV-2 Viral Spike Protein (S) and its cellular receptor, the Angiotensin Converting Enzyme-2 (ACE2) protein, responsible of viral entry. In silico experiments have shown the capacity of two flavonoids (quercetin and luteolin) to block this process [123,124].
A recent review work has studied the potential action mechanisms of Chinese Traditional Medicines to treat COVID-19 by targeting key proteins for the initiation and progression of the disease (ACE 2 and 3CLpro) or inhibiting inflammatory mediators. The formulas tackled by this review shared components presented in Verbascum spp. such as luteolin, kaempferol and quercetin [125].
The main challenge found in the use of flavonoids, such as quercetin, with a widely supported antiviral action is the poor oral bioavailability due to its reduced absorption and biotransformation during digestion [126,127]. This issue can be tackled through alternative administration ways, such as nasal spray [128] or phytosomes [129].
4.5. Musculature and Skeleton
The use of analgesic, anti-inflammatory, and/or antipyretic drugs is very common in treating a wide range of medical conditions in current clinical pharmacology. Traditional medicine has also used many plants with identical purposes, such as the Verbascum spp. studied here. The applications listed in Table 1 extracted from the Spanish National Inventory include a wide spectrum of remedies to treat osteoarthritis, rheumatism, hand crack, kneeache, gout footache, contusions, and even broken bones, all of them characterized by the onset of inflammation and pain. The main aspects considered in the preceding paragraphs have already been discussed within inflammation section.
Pain has been defined by the IASP (International Association for the Study of Pain) as an unpleasant sensory and emotional experience associated with or resembling that associated with actual or potential tissue damage [130]. The phenomenon is a multidimensional entity and nuanced elements of pain are not easy to apprehend when pain is measured with the standard qualitative metrics [130]. From a biochemical and molecular biology point of view, the relationship of certain proteins with painful effects is well known [131], although the potential utility of proteomics to investigate pain management has just started to be considered. Cytochrome P450 [132], gyoxalase I [133], myeloperoxidase [134], and kinases [135] are proteins involved in the physiopathology of pain. Table A2 summarizes how the in silico study points to the great affinity of phytocompounds of these vegetables—particularly quercetin, kaempferol, apigenin, and luteolin—with these proteins.
Osteoarthritis, one of the illnesses treated with common mullein by Spanish traditional medicine, is characterized by the degradation of cartilage, inflammation, and osteophyte formation in joints. Metalloproteinases are directly related to the onset of this medical condition due to their ability to proteolyze the extracellular matrix [136]. The affinity of some Verbascum phytochemicals (verbascoside, poliumoside, luteolin, quercetin, and kaempferol) for metalloproteinases could explain the traditional employment of mullein in osteoarthritis treatments. This notion is supported by a recent work which suggests the employment of verbascoside to treat osteoarthritis [136]. The employment of an ethanolic extract of Moussonia deppeana (high verbascoside content) shows an anti-edematous action in an experimental model of arthritis [137]. The ability of quercetin to reduce the severity of rheumatoid arthritis has also been demonstrated in vivo [138]. Another molecular mechanism, implicated in rheumatoid arthritis, is the invasion of fibroblast-like synoviocytes (FLS), which is responsible for cartilage destruction. Again, the metalloproteinases are involved in FLS invasion and kaempferol is able to reduce FLS migration and invasion both in vitro and in vivo [139].
A similar reasoning can be found regarding fever. Antithermic action is related to TNF-α secreted proteins [140] (P01375, Table A2), which have shown an in silico affinity with Verbascum flavones (6-hydroxyluteolin-7-glucoside, apigetrin, and cynaroside) and O-metilated flavones, such as acacetin-7-O-α-d-glucoside.
4.6. Skin and Sense Organs
The topical dermatological use of various extracts (infusion, boiling, maceration) from these plants for the treatment of occasional or repetitive local eruptions (cysts, zits, eczemas, exanthemas), accidental or more serious conditions (wounds, ulcers, burns, bites), and even eye or ear inflammations are justified by their anti-inflammatory power reported throughout this manuscript.
The employment of common mullein to treat otitis could be explained by the presence of apigetrin in its chemical composition. We have shown the high affinity of apigetrin for TNF-α and IL-2 (P01375 and P60558, respectively), both belonging to the cytokine family and implicated in inflammatory processes. This hypothesis is supported by a recent work which demonstrates the healing effect of apigetrin in otitis media due to its ability to suppress inflammation and oxidative stress. Treatment with apigetrin reduces mucosa thickness, inhibits the inflammatory response by downregulating neutrophils and macrophages, and reduces ROS generation, eventually alleviating otitis [99].
4.7. Other Uses
Other popular uses, such as in the treatment of infectious diseases and parasitosis (diphtheria, helminthiasis, tuberculosis, typhus, and mange), require a direct validation that is difficult to explain with the data currently available. Indirectly, all the anti-inflammatory actions discussed throughout this work need to be taken into consideration.
5. Conclusions
The use of Spanish Verbascum spp. is in traditional medicine as a healing plant related to various pathologies, most of them involving inflammatory processes, can be justified from a scientific point of view, based on the chemical composition of these plants and the biological activities tested in vitro or in vivo employing the isolated phytochemicals or the plant extract itself, which can be found through the large bibliographic databases surveyed. The bibliographic prospection is supported by a simple in silico approach to look for specific protein affinities, in order to conduct the aforesaid bibliographic search.
The popular and most common use of Verbascum spp. is linked to its anti-inflammatory properties, which could be explained by the presence of flavonoids such as luteolin, quercetin, apigenin, and kaempferol within chemical composition. The anti-inflammatory properties of these molecules are well validated in the literature. Our in silico study’s findings are in line with the experimental results found in the existing bibliography and have allowed us to select the phytochemicals with potential biological activities, among the preliminary list of compounds. This approach validates the employment of simple in silico studies aimed to obtain the molecule-target affinities as a useful tool to be employed before starting bibliographic or experimental works aimed to validate the biological activities of phytochemicals. This kind of studies have a pivotal role to underlie the search of potential pharmacological compounds to be used as drug candidates to treat a wide range of pathologies. In the case of the species studied, the activity of molecules such as the flavonoids (apigenin, apigetrin, cynaroside, luteolin, quercetin, kaempferol, rutin, acacetin), iridoids (catalposide, specioside), phenylpropanoids (verbascoside, poliumoside), sesquiterpenes (buddlindeterpene), and saponins (ursolic acid) could serve as inspiration for the design of improved drugs to treat a wide range of pathologies, including respiratory pathologies, which are of particular interest at the moment, in the context of the COVID 19 pandemic.
Acknowledgments
We are grateful to Francisco Centeno Velazquez for his help and advice on how to use the SwissTargetPrediction Software.
Abbreviations
Vp | Verbascum pulverulentum |
Vs | V. sinuatum |
Vt | V. tapsus |
Vb | V. boerhavii |
Vc | V. creticum |
Vd | V. dentifolium |
Vg | V. giganteum |
Vl | V. lychnitis |
Vr | V. rotundifolium |
Vv | V. virgatum |
SMILES | Simplified Molecular Input Line Entry Specification |
IASP | International Association for the Study of Pain |
Appendix A
Table A1.
Metabolite | Species | Reference | SMILES Code | |
---|---|---|---|---|
Monoterpene Iridioids | ||||
1 | Aucubin | Vs, Vt, Vl, Vv | [6,9,17] | C1=COC(C2C1C(C=C2CO)O)OC3C(C(C(C(O3)CO)O)O)O |
2 | 6-O-β-d-glucopyranosyl aucubin | Vs | [9] | [H][C@@]23C=CO[C@@H](OC1[C@H](O)O[C@H](CO)[C@@H](O)[C@@H]1O)[C@]2([H])C(CO)=C[C@H]3O[C@H]4[C@H](O)O[C@H](CO)[C@@H](O)[C@@H]4O |
3 | Sinuatol | Vs | [9,11] | [H][C@@]34C=COC(O[C@H]2O[C@](CO)(O[C@@H]1O[C@@H](C)[C@H](O)[C@@H](O)[C@H]1O)[C@@H](O)[C@H](O)[C@H]2O)[C@]3([H])C(CO)=CC4 |
4 | 6-O-β-d-xylopyranosyl aucubin | Vs, Vt | [6,9,10,17] | [H][C@@]23C=CO[C@@H](O[C@H]1[C@H](O)O[C@H](CO)[C@@H](O)[C@@H]1O)[C@]2([H])C(CO)=C[C@H]3O[C@H]4[C@@H](O)O[C@H](CO)[C@@H]4O |
5 | 6-O-α-l-sinuatosyl aucubin | Vs | [9,12] | [H][C@@]23C=CO[C@@H](O[C@H]1O[C@@H](CO)[C@H](O)[C@@H](O)[C@@H]1O)[C@]2([H])C(CO)=C[C@H]3OC5O[C@@H](CO)[C@H](O)[C@@H](OC4OCC(O)C(O)C4O)[C@@H]5O |
6 | Sinuatoside | Vs | [9,13] | OCC4=C[C@@H](OC2OC(CO)C(O)C(OC1OCC(O)C(O)C1O)C2O)C5C=CO[C@@H](OC3OC(CO)C(O)C(O)C3O)C45 |
7 | Aucuboside | Vs, Vl | [9,13] | C1=COC(C2C1C(C=C2CO)O)OC3C(C(C(C(O3)CO)O)O)O |
8 | Catalpol |
Vs, Vt, Vl |
[6,9,17] | C1=COC(C2C1C(C3C2(O3)CO)O)OC4C(C(C(C(O4)CO)O)O)O |
9 | Isocatalpol | Vt, Vl | [6,9,17] | [H][C@@]24C=CO[C@@H](OC1OC(CO)C(O)[C@H](O)C1O)[C@]2([H])[C@@]3(CO)O[C@H]3[C@H]4O |
10 | Methylcatalpol | Vt, Vl | [6,9,17] | CO[C@@H]1[C@@H]2O[C@]2(CO)[C@H]2[C@H](O[C@@H]3O[C@H](CO)[C@@H](O)[C@H](O)[C@H]3O)OC=C[C@@H]12 |
11 | 6-O-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | CC6O[C@H](O[C@H]3C2C=CO[C@@H](OC1OC(CO)C(O)[C@@H](O)[C@H]1O)C2[C@]4(O)O[C@H]34)C(COC(=O)C=Cc5ccccc5)C(O)[C@@H]6O |
12 | Saccatoside | Vt, Vv | [6,9,17] | C[C@H]1[C@@H]([C@H]([C@H]([C@@H](O1)O[C@H]2[C@@H]3C=CO[C@H]([C@@H]3[C@@]4([C@H]2O4)CO)O[C@H]5[C@@H]([C@H]([C@@H]([C@H](O5)CO)O)O)O)OC(=O)/C=C/C6=CC=C(C=C6)O)O)O |
13 | 6-O-(3″-O-p-coumaroyl)-α-Lrhamnopyranosylcatalpol |
Vs, Vt, Vv |
[6,9,17] | C[C@@H]6O[C@@H](O[C@@H]3C2C=CO[C@H](O[C@@H]1OC(CO)[C@H](O)C(O)[C@@H]1O)C2[C@@]4(CO)O[C@@H]34)C(O)C(OC(=O)C=Cc5ccc(O)cc5)[C@@H]6O |
14 | 6-O-(4″-O-p-coumaroyl)-α-Lrhamnopyranosylcatalpol | Vt | [6,9,17] | [H][C@@]24C=CO[C@@H](O[C@@H]1OC(CO)[C@H](O)[C@H](O)C1O)[C@]2([H])[C@@]3(CO)O[C@H]3[C@H]4O[C@H]5O[C@@H](C)C(O)C(O)C5OC(=O)C=Cc6ccc(O)cc6 |
15 | 6-O-(2″-O-(p-methoxy-trans-cinnamoyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6ccc(C=CC(=O)OC1C(O)[C@H](O)[C@H](C)O[C@@H]1O[C@H]4C3C=CO[C@@H](O[C@H]2OC(CO)[C@@H](O)C(O)[C@H]2O)C3[C@]5(CO)O[C@H]45)cc6 |
16 | 6-O-(3″-O-(p-methoxy-trans-cinnamoyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6ccc(C=CC(=O)OC5[C@H](O)[C@H](C)O[C@H](O[C@H]3C2C=CO[C@@H](O[C@H]1OC(CO)[C@@H](O)C(O)[C@H]1O)C2[C@]4(CO)O[C@H]34)C5O)cc6 |
17 | Verbascoside A | Vt | [6,9,17] | C[C@H]1[C@@H]([C@H]([C@H]([C@@H](O1)O[C@H]2[C@@H]3C=CO[C@H]([C@@H]3[C@@]4([C@H]2O4)CO)O[C@H]5[C@@H]([C@H]([C@@H]([C@H](O5)CO)O)O)O)O)O)OC(=O)/C=C/C6=CC=C(C=C6)OC |
18 | 6-O-[2″-O-(3,4-dihydroxy-trans-cinnamoyl)]-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | C=C(C=Cc1ccc(O)c(O)c1)OC2C(O)[C@H](O)[C@H](C)O[C@@H]2O[C@H]5C4C=CO[C@@H](O[C@H]3OC(CO)[C@@H](O)C(O)[C@H]3O)C4[C@]6(CO)O[C@H]56 |
19 | 6-O-[4″-O-(3,4-dihydroxy-trans-cinnamoyl)]-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | C=C(C=Cc1ccc(O)c(O)c1)O[C@@H]6[C@H](C)O[C@H](O[C@H]4C3C=CO[C@@H](O[C@H]2OC(CO)[C@@H](O)C(O)[C@H]2O)C3[C@]5(CO)O[C@H]45)C(O)C6O |
20 | 6-O-[3″-O-(3,4-dimethoxy-trans-cinnamoyl)]-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | C=C(C=Cc1ccc(OC)c(OC)c1)OC6[C@H](O)[C@H](C)O[C@H](O[C@H]4C3C=CO[C@@H](O[C@H]2OC(CO)[C@@H](O)C(O)[C@H]2O)C3[C@]5(CO)O[C@H]45)C6O |
21 | 6-O-(2″-O-feruloyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6cc(C=CC(=O)OC1C(O)[C@H](O)[C@H](C)O[C@@H]1O[C@H]4C3C=CO[C@@H](O[C@H]2OC(CO)[C@@H](O)C(O)[C@H]2O)C3[C@]5(CO)O[C@H]45)ccc6O |
22 | 6-O-(4″-O-feruloyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6cc(C=CC(=O)O[C@@H]5[C@H](C)O[C@H](O[C@H]3C2C=CO[C@@H](O[C@H]1OC(CO)[C@@H](O)C(O)[C@H]1O)C2[C@]4(CO)O[C@H]34)C(O)C5O)ccc6O |
23 | 6-O-(2″-O-isoferuloyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6ccc(C=CC(=O)OC1C(O)[C@H](O)[C@H](C)O[C@@H]1O[C@H]4C3C=CO[C@@H](O[C@H]2OC(CO)[C@@H](O)C(O)[C@H]2O)C3[C@]5(CO)O[C@H]45)cc6O |
24 | 6-O-(3″-O-isoferuloyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6ccc(C=CC(=O)OC5[C@H](O)[C@H](C)O[C@H](O[C@H]3C2C=CO[C@@H](O[C@H]1OC(CO)[C@@H](O)C(O)[C@H]1O)C2[C@]4(CO)O[C@H]34)C5O)cc6O |
25 | 6-O-(4″-O-isoferuloyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6ccc(C=CC(=O)O[C@@H]5[C@H](C)O[C@H](O[C@H]3C2C=CO[C@@H](O[C@H]1OC(CO)[C@@H](O)C(O)[C@H]1O)C2[C@]4(CO)O[C@H]34)C(O)C5O)cc6O |
26 | Pulverulentoside I |
Vp, Vs, Vt |
[6,9,17] | C=C(C=Cc1ccc(OC)cc1)OC6[C@@H](O[C@H]4C3C=CO[C@@H](O[C@H]2OC(CO)[C@@H](O)C(O)[C@H]2O)C3[C@]5(CO)O[C@H]45)O[C@@H](C)[C@@H](O)C6OOC(C)=O |
27 | 6-O-(2″-O-p-methoxy-trans-cinnamoyl-4″-O-asetyl)-α-l-rhamnopyranosylcatalpol | Vt | [6,9,17] | COc6ccc(C=CC(=O)OC1C(O)[C@H](OC(C)=O)[C@H](C)O[C@@H]1O[C@H]4C3C=CO[C@@H](O[C@H]2OC(CO)[C@@H](O)C(O)[C@H]2O)C3[C@]5(CO)O[C@H]45)cc6 |
28 | Pulverulentoside II | Vp | [9] | COc6ccc(C=CC(=O)OC5C(O)C(C)OC(OC3C2C=COC(OC1OC(CO)C(O)C(O)C1O)C2C4(CO)OC34)C5OC(C)=O)cc6O |
29 | Catalposide | Vl | [5,9] | C1=COC(C2C1C(C3C2(O3)CO)OC(=O)C4=CC=C(C=C4)O)OC5C(C(C(C(O5)CO)O)O)O |
30 | Specioside | Vl | [4,83] | C1C(C(=CC(=O)OC2=C1C=CC(=C2)OC3C(C(C(C(O3)CO)O)O)O)C4=CC=C(C=C4)O)O.C1C(C(=CC(=O)OC2=C1C=CC(=C2)O)C3=CC=C(C=C3)O)OC4C(C(C(C(O4)CO)O)O)O |
31 | Ajugol | Vt, Vv | [6,9,17] | CC1(CC(C2C1C(OC=C2)OC3C(C(C(C(O3)CO)O)O)O)O)O |
32 | 6-O-benzoyl ajugol | Vt | [6,9,17] | [H][C@@]23C=CO[C@@H](O[C@@H]1O[C@H](CO)[C@@H](O)[C@H](O)[C@H]1O)[C@]2([H])[C@@](C)(O)C[C@H]3OC(=O)c4ccccc4 |
33 | 6-O-syringoyl ajugol | Vt | [6,9,17] | CC1(CC(C2C1C(OC=C2)OC3C(C(C(C(O3)CO)O)O)O)OC(=O)C4=CC(=C(C(=C4)OC)O)OC)O |
34 | 6-O-vanilloyl ajugol | Vt | [6,9,17] | CC1(CC(C2C1C(OC=C2)OC3C(C(C(C(O3)CO)O)O)O)OC(=O)C4=CC(=C(C=C4)O)OC)O |
35 | Harpagide | Vs, Vt | [6,9,17] | CC1(CC(C2(C1C(OC=C2)OC3C(C(C(C(O3)CO)O)O)O)O)O)O |
36 | Harpagoside |
Vp, Vs, Vt |
[6,9,17] | CC1(CC(C2(C1C(OC=C2)OC3C(C(C(C(O3)CO)O)O)O)O)O)OC(=O)C=CC4=CC=CC=C4 |
37 | Lychnitoside | Vl | [9] | OCC2=CO[C@@H](O[C@@H]1O[C@H](CO)[C@@H](O)[C@H](O)[C@H]1O)C3C=CCC23 |
38 | Lateroside | Vt | [8] | [H][C@@]24C=CO[C@@H](O[C@@H]1O[C@H](CO)[C@@H](O)[C@H](O)[C@H]1O)[C@]2([H])[C@@](C)(OC(=O)C=Cc3ccccc3)C[C@H]4O |
39 | 5-O-α-l-rhamnopyranosy (1α-3)-[α-d-glucuronopyranosyl (1α-6)]-α-d-glucopyranoside | Vt | [8] | CC8OC(OC1C(O)C(O)C(O)OC1OC2C(O)C(O)C(C(=O)O)OC2OC7CC[C@]6(C)C5CC=C4C3CC(C)(C)CC(O)[C@]3(C)CC[C@@]4(C)[C@]5(C)CCC6C7(C)CO)C(O)C(O)C8O |
40 | Ningpogenin | Vt | [8] | [H][C@]12C=C(CO)[C@@H](CO)[C@@]1([H])CC(=C)O2 |
41 | 10-deoxyeucommiol | Vt | [8] | CC1=C(CO)C(CCO)[C@@H](O)C1 |
42 | Jioglutolide | Vt | [8] | C[C@@]1(C[C@H]([C@H]2[C@@H]1COC(=O)C2)O)O |
43 | 6-β-hydroxy-2-oxabicyclo [4.3.0]Δ8-9-nonen-1-one | Vt | [8] | [H][C@@]12CCOC(=O)C1=C(C)C[C@H]2O |
44 | 8-cinnamoylmyoporoside | Vt | [8] | C[C@@]1(C[C@H](C2[C@@H]1[C@@H](OC=C2)O[C@H]3[C@@H]([C@H]([C@@H]([C@H](O3)CO)O)O)O)O)OC(=O)/C=C/C4=CC=CC=C4 |
45 | Verbthasin A | Vt | [8] | [H][C@@]12COC(=C)[C@]1([H])C[C@@H](O)C2=CCO |
SESQUITERPENES | ||||
46 | Buddlindeterpene A | Vt | [8] | CC2=CCC[C@]1(C)O[C@@H]1CC(C)(C)C=CC2=O |
47 | Buddlindeterpene B | Vt | [8] | CC1=CCC(C)(C)C=CC(=O)C(C)=CCC1 |
48 | Buddlindeterpene C | Vt | [8] | C=C[C@@]1(C)CCC2C(O)(C1=O)[C@H]4CC3[C@@](C)(C)CCC[C@]23CO4 |
Triterpene Saponines | ||||
49 | Thapsuine B | Vt, Vl | [3,4,9] | [H][C@@]49C=C[C@]23OC[C@@]1(CCC(C)(C)C[C@]12[H])CC[C@@]3(C)[C@]4(C)CC[C@]%10([H])[C@](C)(CO)C(O[C@H]8OC(COC6OC(C)C(OC5OC(CO)C(O)C(O)C5O)C(O)C6O)[C@@H](O)C(OC7CC(C)C(O)C(O)C7O)[C@H]8O)CC[C@]9%10C |
50 | Hydroxythapsuine B | Vt | [3,4,9] | [H][C@@]49C=C[C@]23OC[C@@]1(CCC(C)(O)C[C@]12[H])CC[C@@]3(C)[C@]4(C)CC[C@]%10([H])[C@](C)(CO)C(O[C@H]8OC(COC6OC(C)C(OC5OC(CO)C(O)C(O)C5O)C(O)C6O)[C@@H](O)C(OC7CC(C)C(O)C(O)C7O)[C@H]8O)CC[C@]9%10C |
51 | Saikogenin A | Vt | [3,4,9] | CC1(CCC2(C(CC3(C(=C2C1)C=CC4C3(CCC5C4(CCC(C5(C)CO)O)C)C)C)O)CO)C |
52 | Thapsuine A | Vt, Vl | [3,4,9] | CC1C(C(C(C(O1)OC2C(C(OC(C2O)OC3CCC4(C(C3(C)CO)CCC5(C4C=CC67C5(CCC8(C6CC(CC8)(C)C)CO7)C)C)C)COC9C(C(C(C(O9)C)OC1C(C(C(C(O1)CO)O)O)O)O)O)O)O)O)O |
53 | Hydroxythapsuine A | Vt | [3,4,9] | CC%10OC(OC9C(O)C(COC2OC(C)C(OC1OC(CO)C(O)C(O)C1O)C(O)C2O)OC(OC8CC[C@]7(C)[C@H]6C=C[C@]45OC[C@@]3(CCC(C)(O)C[C@H]34)CC[C@@]5(C)[C@]6(C)CC[C@H]7[C@]8(C)CO)C9O)C(O)C(O)C%10O |
54 | Ursolic acid | Vt, Vl | [8] | CC1CCC2(CCC3(C(=CCC4C3(CCC5C4(CCC(C5(C)C)O)C)C)C2C1C)C)C(=O)O |
55 | Veratric acid | Vt | [8] | COC1=C(C=C(C=C1)C(=O)O)OC |
56 | β-spinasterol | Vt | [8] | [H]C(=C([H])C(CC)C(C)C)[C@@H](C)[C@@]4([H])CC[C@@]3([H])C2=CC[C@@]1([H])C[C@@H](O)CC[C@]1(C)[C@@]2([H])CC[C@@]34C |
57 | Hydroxythapsuine | Vt | [9] | [H][C@@]49C=C[C@]23OC[C@@]1(CCC(C)(O)C[C@]12[H])CC[C@@]3(C)[C@]4(C)CC[C@]%10([H])[C@](C)(CO)C(O[C@H]8OC(COC6OC(C)C(OC5OC(CO)C(O)C(O)C5O)C(O)C6O)[C@@H](O)C(OC7CC(C)C(O)C(O)C7O)[C@H]8O)CC[C@]9%10C |
58 | 3-O-fucopyranosyl saikogenin F | Vt | [9] | C[C@@H]7O[C@H](OC6CC[C@]5(C)C4C=C[C@]23OC[C@@]1(CC[C@](C)(C)CC12)[C@@H](O)C[C@@]3(C)[C@]4(C)CCC5[C@]6(C)O)[C@@H](O)[C@H](O)[C@@H]7O |
Phenilpropanoid Glycosides | ||||
59 | Verbascoside (=acetoside) | Vs, Vl | [9,16] | CC1C(C(C(C(O1)OC2C(C(OC(C2OC(=O)C=CC3=CC(=C(C=C3)O)O)CO)OCCC4=CC(=C(C=C4)O)O)O)O)O)O |
60 | Poliumoside |
Vs, Vt, Vb |
[9] | CC1C(C(C(C(O1)OCC2C(C(C(C(O2)OCCC3=CC(=C(C=C3)O)O)O)OC4C(C(C(C(O4)C)O)O)O)OC(=O)C=CC5=CC(=C(C=C5)O)O)O)O)O |
61 | Forsythoside B | Vt, Vl | [9] | CC1C(C(C(C(O1)OC2C(C(OC(C2OC(=O)C=CC3=CC(=C(C=C3)O)O)COC4C(C(CO4)(CO)O)O)OCCC5=CC(=C(C=C5)O)O)O)O)O)O |
62 | Arenarioside | Vt | [9] | CC1C(C(C(C(O1)OC2C(C(OC(C2OC(=O)C=CC3=CC(=C(C=C3)O)O)COC4C(C(C(CO4)O)O)O)OCCC5=CC(=C(C=C5)O)O)O)O)O)O |
63 | Alyssonoside | Vt | [9] | CC1C(C(C(C(O1)OC2C(C(OC(C2OC(=O)/C=C/C3=CC(=C(C=C3)O)OC)COC4C(C(CO4)(CO)O)O)OCCC5=CC(=C(C=C5)O)O)O)O)O)O |
64 | Leucosceptoside B | Vt | [9] | [H][C@@]5(O[C@@H]3C[C@H](OCCc1ccc(OC)c(O)c1)O[C@H](CO[C@@H]2OC[C@](O)(CO)[C@H]2O)[C@H]3OC(=C)C=Cc4ccc(O)c(OC)c4)O[C@@H](C)[C@H](O)[C@@H](O)[C@H]5O |
65 | Cistanoside B | Vt | [9] | CC1C(C(C(C(O1)OC2C(C(OC(C2OC(=O)/C=C/C3=CC(=C(C=C3)O)OC)COC4C(C(C(C(O4)CO)O)O)O)OCCC5=CC(=C(C=C5)O)OC)O)O)O)O |
Flavones | ||||
66 | Apigenin | Vl | [8] | C1=CC(=CC=C1C2=CC(=O)C3=C(C=C(C=C3O2)O)O)O |
67 | Apigenin-7-glucuronide | Vl | [8] | C1=CC(=CC=C1C2=CC(=O)C3=C(C=C(C=C3O2)OC4C(C(C(C(O4)C(=O)O)O)O)O)O)O |
68 | Luteolin | Vt, Vl | [9,15] | C1=CC(=C(C=C1C2=CC(=O)C3=C(C=C(C=C3O2)O)O)O)O |
69 | Luteolin-5-glucoside | Vl | [8] | C1=CC(=C(C=C1C2=CC(=O)C3=C(O2)C=C(C=C3OC4C(C(C(C(O4)CO)O)O)O)O)O)O |
70 | Luteolin-7-glucuronide | Vl | [8] | C1=CC(=C(C=C1C2=CC(=O)C3=C(C=C(C=C3O2)OC4C(C(C(C(O4)C(=O)O)O)O)O)O)O)O |
71 | 7-methoxy-luteolin | Vl | [8] | COc3cc(O)c2c(=O)cc(c1ccc(O)c(O)c1)oc2c3 |
72 | Cynaroside | Vt | [9] | C1=CC(=C(C=C1C2=CC(=O)C3=C(C=C(C=C3O2)OC4C(C(C(C(O4)CO)O)O)O)O)O)O |
73 | Apigetrin | Vt | [9] | C1=CC(=CC=C1C2=CC(=O)C3=C(C=C(C=C3O2)OC4C(C(C(C(O4)CO)O)O)O)O)O |
74 | 4′,7-dihydroxyflavone-4′-rhamnoside | Vt | [9] | C[C@H]4O[C@H](Oc3ccc(c2cc(=O)c1ccc(O)cc1o2)cc3)[C@@H](O)[C@@H](O)[C@@H]4O |
75 | 6-hydroxyluteolin-7-glucoside | Vt | [9] | C1=CC(=C(C=C1C2=CC(=O)C3=C(C(=C(C=C3O2)OC4C(C(C(C(O4)CO)O)O)O)O)O)O)O |
Flavonols | ||||
76 | Quercetin | Vt, Vl | [9] | C1=CC(=C(C=C1C2=C(C(=O)C3=C(C=C(C=C3O2)O)O)O)O)O |
77 | Quercetin-7-glucuronide | Vl | [8] | C1=CC(=C(C=C1C2=C(C(=O)C3=C(C=C(C=C3O2)OC4C(C(C(C(O4)C(=O)O)O)O)O)O)O)O)O |
78 | 3′-methylquercetin | Vt | [9] | COC1=C(C=CC(=C1)C2=C(C(=O)C3=C(C=C(C=C3O2)O)O)O)O |
79 | Kaempferol | Vt | [9] | C1=CC(=CC=C1C2=C(C(=O)C3=C(C=C(C=C3O2)O)O)O)O |
80 | Rutin | Vt | [9] | CC1C(C(C(C(O1)OCC2C(C(C(C(O2)OC3=C(OC4=CC(=CC(=C4C3=O)O)O)C5=CC(=C(C=C5)O)O)O)O)O)O)O)O |
O-Metilated Flavones | ||||
81 | Acacetin | Vl | [9] | COC1=CC=C(C=C1)C2=CC(=O)C3=C(C=C(C=C3O2)O)O |
82 | Acacetin-7-O-α-d-glucoside | Vt | [8] | O=c3cc(c1ccc(O)c(O)c1)oc4cc(OC2OC(CO)C(O)C(O)C2O)cc(O)c34 |
83 | Patuletin | Vl | [8,9] | COC1=C(C2=C(C=C1O)OC(=C(C2=O)O)C3=CC(=C(C=C3)O)O)O |
Appendix B
Table A2.
Target Class | Target | Uniprot ID | Metabolite | Probability | Chemical Group |
---|---|---|---|---|---|
Cytochrome P450 | Cytochrome P450 19A1 | P11511 | Apigenin | 1.00 | Flavone |
Quercetin | 1.00 | Flavonol | |||
Cytochrome P450 1B1 | Q16678 | 3′-methylquercetin | 1.00 | Flavonol | |
Kaempferol | 1.00 | ||||
Quercetin | 1.00 | ||||
Acacetin | 1.00 | O-metilated Flavone | |||
Apigenin | 1.00 | Flavone | |||
Luteolin | 1.00 | ||||
Enzyme | 11-beta- hydroxysteroid dehydrogenase 1 | P28845 | Ursolic acid | 0.66 | Triterpene |
Aldehyde reductase (by homology) | P14550 | Quercetin | 0.66 | Flavonol | |
Aldo-keto reductase family 1 member B10 | O60218 | Apigenin | 0.68 | Flavone | |
Luteolin | 0.68 | ||||
Ursolic acid | 0.66 | Triterpene | |||
Aldo-keto reductase family 1 member C1 (by homology) | Q04828 | Quercetin | 0.70 | Flavonol | |
Aldo-keto reductase family 1 member C2 (by homology) | P52895 | Quercetin | 0.73 | Flavonol | |
Aldo-keto reductase family 1 member C4 (by homology) | P17516 | Quercetin | 0.80 | Flavonol | |
Aldo-keto-reductase family 1 member C3 (by homology) | P42330 | Quercetin | 0.80 | Flavonol | |
Aldose reductase | P15121 | Luteolin | 1.00 | Flavone | |
Apigenin | 1.00 | ||||
Apigenin-7-glucuronide | 1.00 | ||||
7-methoxy-luteolin | 1.00 | ||||
Luteolin-7-glucuronide | 1.00 | ||||
Quercetin | 1.00 | Flavonol | |||
Kaempferol | 1.00 | ||||
Arachidonate 12-lipoxygenase | P18054 | Quercetin | 1.00 | Flavonol | |
Arachidonate 15-lipoxygenase | P16050 | Quercetin | 1.00 | Flavonol | |
Arginase-1 (by homology) | P05089 | Luteolin | 1.00 | Flavone | |
DNA polymerase beta | P06746 | Ursolic acid | 1.00 | Triterpene | |
DNA-(apurinic or apyrimidinic site) lyase | P27695 | Quercetin | 1.00 | Flavonol | |
Estradiol 17-beta-dehydrogenase 1 | P14061 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Kaempferol | 1.00 | Flavonol | |||
Estradiol 17-beta-dehydrogenase 2 | P37059 | Kaempferol | 1.00 | Flavonol | |
P37059 | Quercetin | 1.00 | Flavonol | ||
Glyoxalase I | Q04760 | Luteolin | 1.00 | Flavone | |
Kaempferol | 1.00 | Flavonol | |||
Quercetin | 1.00 | ||||
Liver glycogen phosphorylase | P06737 | Quercetin | 1.00 | Flavonol | |
Lymphocyte differentiation antigen CD38 | P28907 | Luteolin | 1.00 | Flavone | |
Myeloperoxidase | P05164 | Quercetin | 1.00 | Flavonol | |
NADPH oxidase 4 | Q9NPH5 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Kaempferol | 1.00 | Flavonol | |||
Quercetin | 1.00 | ||||
Phospholipase A2 group B | P04054 | Quercetin | 1.00 | Flavonol | |
PI3-kinase p110-gamma subunit | P48736 | Quercetin | 1.00 | Flavonol | |
PI3-kinase p85-alpha subunit | P27986 | Quercetin | 1.00 | Flavonol | |
Poly [ADP-ribose] polymerase-1 | P09874 | Luteolin | 1.00 | Flavone | |
Tankyrase-1 | O95271 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Tankyrase-2 | Q9H2K2 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Eraser | Lysine-specific demethylase 4D-like | B2RXH2 | Quercetin | 0.68 | Flavonol |
Family A G protein- coupled receptor | Adrenergic receptor alpha-2 | P18825 | Rutin | 1.00 | Flavonol |
Alpha-2a adrenergic receptor | P08913 | Rutin | 1.00 | Flavonol | |
Neuromedin-U receptor 2 | Q9GZQ4 | Rutin | 1.00 | Flavonol | |
Adenosine A1 receptor (by homology) | P30542 | Luteolin | 1.00 | Flavone | |
Apigenin | 1.00 | ||||
Kaempferol | 0.80 | Flavonol | |||
Quercetin | 1.00 | ||||
Adenosine A2a receptor (by homology) | P29274 | Apigenin | 1.00 | Flavone | |
Quercetin | 1.00 | Flavonol | |||
Dopamine D4 receptor | P21917 | Quercetin | 1.00 | Flavonol | |
G-protein coupled receptor 35 | Q9HC97 | Quercetin | 1.00 | Flavonol | |
Interleukin-8 receptor A | P25024 | Quercetin | 1.00 | Flavonol | |
Vasopressin V2 receptor | P30518 | Quercetin | 1.00 | Flavonol | |
Hydrolase | Acetylcholinesterase | P22303 | Apigenin | 1.00 | Flavone |
Kaempferol | 0.77 | Flavonol | |||
Quercetin | 0.68 | ||||
Rutin | 1.00 | ||||
Isomerase | DNA topoisomerase I (by homology) | P11387 | Luteolin | 1.00 | Flavone |
DNA topoisomerase II alpha | P11388 | Quercetin | 0.68 | Flavonol | |
Kinase | ALK tyrosine kinase receptor | Q9UM73 | Quercetin | 1.00 | Flavonol |
CaM kinase II beta | Q13554 | Quercetin | 1.00 | Flavonol | |
Casein kinase II alpha | P68400 | Apigenin | 1.00 | Flavone | |
Quercetin | 1.00 | Flavonol | |||
Cyclin-dependent kinase 1 | P06493 | Quercetin | 1.00 | Flavonol | |
Cyclin-dependent kinase 5/CDK5 activator 1 | Q15078 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | Flavone | |||
Cyclin-dependent kinase 6 | Q00534 | Apigenin | 1.00 | Flavone | |
Death-associated protein kinase 1 | P53355 | Quercetin | 1.00 | Flavonol | |
Epidermal growth factor receptor erbB1 | P00533 | Quercetin | 1.00 | Flavonol | |
Focal adhesion kinase 1 | Q05397 | Quercetin | 1.00 | Flavonol | |
Glycogen synthase kinase-3 beta | P49841 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Kaempferol | 0.66 | Flavonol | |||
Quercetin | 1.00 | ||||
Hepatocyte growth factor receptor | P08581 | Quercetin | 1.00 | Flavonol | |
Insulin receptor | P06213 | Quercetin | 0.68 | Flavonol | |
Insulin-like growth factor I receptor | P08069 | Quercetin | 1.00 | Flavonol | |
Myosin light chain kinase, smooth muscle | Q15746 | Quercetin | 0.68 | Flavonol | |
NUAK family SNF1-like kinase 1 | O60285 | Quercetin | 1.00 | Flavonol | |
Protein kinase N1 | Q16512 | Quercetin | 1.00 | Flavonol | |
Protein kinase C alpha | P17252 | Verbascoside | 0.78 | Phenilpropanoid | |
Serine/threonine-protein kinase AKT | P31749 | Quercetin | 1.00 | Flavonol | |
Serine/threonine-protein kinase Aurora-B | Q96GD4 | Quercetin | 1.00 | Flavonol | |
Serine/threonine-protein kinase NEK2 | P51955 | Quercetin | 1.00 | Flavonol | |
Serine/threonine-protein kinase NEK6 | Q9HC98 | Quercetin | 1.00 | Flavonol | |
Serine/threonine-protein kinase PIM1 | P11309 | Quercetin | 1.00 | Flavonol | |
Serine/threonine-protein kinase PLK1 | P53350 | Quercetin | 1.00 | Flavonol | |
Tyrosine-protein kinase receptor FLT3 | P36888 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Kaempferol | 1.00 | Flavonol | |||
Quercetin | 1.00 | ||||
Tyrosine-protein kinase receptor UFO | P30530 | Quercetin | 1.00 | Flavonol | |
Tyrosine-protein kinase SRC | P12931 | Quercetin | 1.00 | Flavonol | |
Tyrosine-protein kinase SYK | P43405 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Kaempferol | 0.66 | Flavonol | |||
Quercetin | 0.70 | ||||
Vascular endothelial growth factor receptor2 | P35968 | Quercetin | 1.00 | Flavonol | |
Lyase | Carbonic anhydrase I | P00915 | Quercetin | 1.00 | Flavonol |
Carbonic anhydrase II | P00918 | Luteolin | 1.00 | Flavone | |
1.00 | |||||
3′-methylquercetin | 1.00 | Flavonol | |||
Kaempferol | 1.00 | ||||
Quercetin | 1.00 | ||||
Carbonic anhydrase III | P07451 | Quercetin | 1.00 | Flavonol | |
Carbonic anhydrase IV | P22748 | Luteolin | 1.00 | Flavone | |
3′-methylquercetin | 1.00 | Flavonol | |||
Kaempferol | 1.00 | ||||
Quercetin | 1.00 | ||||
Carbonic anhydrase IX | Q16790 | Quercetin | 1.00 | Flavonol | |
Carbonic anhydrase VA | P35218 | Quercetin | 1.00 | Flavonol | |
Carbonic anhydrase VI | P23280 | Quercetin | 1.00 | Flavonol | |
Carbonic anhydrase VII | P43166 | Luteolin | 1.00 | Flavone | |
Kaempferol | 1.00 | Flavonol | |||
Quercetin | 1.00 | ||||
Carbonic anhydrase XII | O43570 | Luteolin | 1.00 | Flavone | |
3′-methylquercetin | 1.00 | Flavonol | |||
Kaempferol | 1.00 | ||||
Quercetin | 1.00 | ||||
Carbonic anhydrase XIII (by homology) | Q8N1Q1 | Quercetin | 1.00 | Flavonol | |
Carbonic anhydrase XIV | Q9ULX7 | Quercetin | 1.00 | Flavonol | |
Carbonic anhydraseVII | P43166 | 3′-methylquercetin | 1.00 | Flavonol | |
Membrane receptor | Beta amyloid A4 protein | P05067 | Luteolin | 1.00 | Flavone |
Receptor-type tyrosine-protein phosphatase F (LAR) | P10586 | Ursolic acid | 0.70 | Triterpene | |
Nuclear receptor | Estrogen receptor alpha | P03372 | Apigenin | 1.00 | Flavone |
Estrogen receptor beta | Q92731 | Apigenin | 1.00 | Flavone | |
Estrogen-related receptor alpha | P11474 | Kaempferol | 1.00 | Flavonol | |
Nuclear receptor ROR-gamma | P51449 | Ursolic acid | 0.70 | Triterpene | |
Other cytosolic protein | Cyclin-dependent kinase 1/cyclin B | Q8WWL | Apigenin | 1.00 | Flavone |
Cyclin-dependent kinase 1/cyclin B | Q8WWL7 | Luteolin | 1.00 | Flavone | |
Heat shock protein HSP 90-alpha | P07900 | Catalposide | 0.83 | Iridoid | |
Specioside | 1.00 | ||||
Other ion channel | Cystic fibrosis transmembrane conductance regulator | P13569 | Apigenin | 1.00 | Flavone |
Oxidoreductase | Arachidonate 5-lipoxygenase | P21397 | Apigenin | 1.00 | Flavone |
P35354 | Apigenin | 1.00 | |||
P47989 | Apigenin | 1.00 | |||
P09917 | Luteolin | 1.00 | |||
P21397 | Luteolin | 1.00 | |||
P47989 | Luteolin | 1.00 | |||
P47989 | 3′-methylquercetin | 1.00 | Flavonol | ||
P09917 | Kaempferol | 1.00 | |||
P14679 | Kaempferol | 1.00 | |||
P21397 | Kaempferol | 0.66 | |||
P47989 | Kaempferol | 1.00 | |||
P09917 | Quercetin | 1.00 | |||
P21397 | Quercetin | 1.00 | |||
P47989 | Quercetin | 1.00 | |||
Phosphatase | Low molecular weight phosphotyrosine protein phosphatase | P24666 | Ursolic acid | 0.7 | Triterpene |
Protein-tyrosine phosphatase 1B | P18031 | Ursolic acid | 0.95 | Triterpene | |
Receptor-type tyrosine-protein phosphatase S | Q13332 | Luteolin | 0.90 | Flavone | |
T-cell protein-tyrosine phosphatase | P17706 | Ursolic acid | 0.74 | Triterpene | |
Primary active transporter | ATP-binding cassette sub-family G member 2 | Q9UNQ0 | Luteolin | 1.00 | Flavone |
Kaempferol | 1.00 | Flavonol | |||
Quercetin | 1.00 | ||||
Apigenin | 1.00 | Flavone | |||
Multidrug resistance-associated protein 1 | P33527 | Apigenin | 1.00 | Flavone | |
Luteolin | 0.66 | ||||
Kaempferol | 1.00 | Flavonol | |||
Quercetin | 1.00 | ||||
P-glycoprotein 1 | P08183 | Kaempferol | 1.00 | Flavonol | |
Quercetin | 1.00 | ||||
Protease | Beta-secretase 1 | P56817 | Quercetin | 1.00 | Flavonol |
Matrix metalloproteinase 12 | P39900 | Luteolin | 1.00 | Flavone | |
Poliumoside | 0.68 | Phenilpropanoid | |||
Verbascoside | 0.74 | ||||
Matrix metalloproteinase 13 | P45452 | Quercetin | 1.00 | Flavonol | |
Matrix metalloproteinase 2 | P08253 | Luteolin | 1.00 | Flavone | |
Kaempferol | 0.66 | Flavonol | |||
Quercetin | 1.00 | ||||
Poliumoside | 0.68 | Phenilpropanoid | |||
Verbascoside | 0.74 | ||||
Matrix metalloproteinase 3 | P08254 | Quercetin | 1.00 | Flavonol | |
Matrix metalloproteinase 9 | P14780 | Luteolin | 1.00 | Flavone | |
Kaempferol | 0.66 | Flavonol | |||
Quercetin | 1.00 | ||||
Plasminogen | P00747 | 7-methoxy-luteolin | 1.00 | Flavone | |
Thrombin | P00734 | Quercetin | 1.00 | Flavonol | |
Secreted protein | Interleukin-2 | P60568 | 6-hydroxyluteolin-7-glucoside | 0.70 | Flavone |
Apigetrin | 0.66 | ||||
Cynaroside | 1.00 | ||||
Acacetin-7-O-α-D-glucoside | 1.00 | O-metilated Flavone | |||
TNF-alpha | P01375 | 6-hydroxyluteolin-7-glucoside | 0.70 | Flavone | |
Apigetrin | 1.00 | ||||
Cynaroside | 1.00 | ||||
Acacetin-7-O-α-D-glucoside | 1.00 | O-metilated Flavone | |||
Transthyretin | P02766 | Apigenin | 1.00 | Flavone | |
Luteolin | 1.00 | ||||
Transcription factor | Aryl hydrocarbon receptor | P35869 | Kaempferol | 1.00 | Flavonol |
Zinc finger protein GLI1 | P08151 | Buddlindeterpene B | 0.74 | Sesquiterpene | |
Zinc finger protein GLI2 | P10070 | Buddlindeterpene B | 0.74 | Sesquiterpene | |
Unclassified protein | Microtubule-assicuated protein tau | P10636 | Quercetin | 0.68 | Flavonol |
Author Contributions
Conceptualization, T.R.-T. and J.B.-S.; methodology, T.R.-T.; software, T.R.-T., D.M.-J.; investigation, J.B.-S., T.R.-T., and M.P.H.-V.; data curation, J.B.-S., T.R.-T., and M.P.H.-V.; writing—original draft preparation, M.P.H.-V. and T.R.-T.; writing—review and editing, D.M.-J.; supervision, T.R.-T.; project administration, T.R.-T.; funding acquisition, T.R.-T. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by the Consejería de Economía e Infraestructuras (Junta de Extremadura) Spain and Fondo Europeo de Desarrollo regional (FEDER) Spain, through the Grant (IB16003) Valorización de la Biodiversidad vegetal del espacio protegido, ZIR Sierra Grande de Hornachos como fuente de innovación para el desarrollo and Apoyos a los Planes de Actuación de los Grupos de Investigación Catalogados de la Junta de Extremadura: FEDER GR18169 and GR18116. M.P.H.-V. is supported by the Government of Extremadura (Grant No. TA18052). D.M.-J. is supported Universidad de las Américas, Ecuador (Grant One Health Research Group).
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analysis, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Benedí C. Verbascum. Flora Iberica. In: Benedí Gonzalez C., Rico Hernández E., Güemes Heras J., Herrero Nieto A., editors. Flora Iberica. Volume 13. CSIC; Madrid, Spain: 2009. pp. 49–97. [Google Scholar]
- 2.Pardo de Santayana M., Morales R., Aceituno-Mata L., Molina M., editors. Inventario Español de Conocimientos Tradicionales Relativos a la Biodiversidad. Fase II (2) Ministerio de Agricultura y Pesca, Alimentación y Medio Ambiente; Madrid, Spain: 2018. [Google Scholar]
- 3.De Pascual T.J., Diaz F., Grande M. Components of Verbascum thapsus L. I. Triterpenes. An. Quim. 1978;74:311–314. [Google Scholar]
- 4.De Pascual T.J., Diaz F., Grande M. Components of Verbascum thapsus L. III. Contribution to the study of saponins. An. Quim. Ser. C. 1980;76:107–110. [Google Scholar]
- 5.Klimek B. 6-O-p-coumaroylcatapol from Verbascum lychnitis. Planta Med. 1991;57:298. doi: 10.1055/s-2006-960101. [DOI] [PubMed] [Google Scholar]
- 6.Warashina T., Miyase T., Ueno A. Phenylethanoid and lignan glycosides from Verbascum thapsus. Phytochemistry. 1992;31:961–965. doi: 10.1016/0031-9422(92)80048-J. [DOI] [PubMed] [Google Scholar]
- 7.Klimek B. Flavonoid glucuronides from Verbascum lychnitis and V. nigrum. Acta Pol. Pharm. 1995;52:53–56. [Google Scholar]
- 8.Tatli I.I., Akdemir Z.Ş. Chemical constituents of Verbascum L. species. Fabad J. Pharm. Sci. 2004;29:93–107. [Google Scholar]
- 9.Riaz M., Zia-Ul-Haq M., Jaafar H.Z.E. Common mullein, pharmacological and chemical aspects. Braz. J. Pharmacogn. 2013;23:948–959. doi: 10.1590/S0102-695X2013000600012. [DOI] [Google Scholar]
- 10.Bianco A., Guiso M., Iavarone C., Passacantilli P., Trogolo C. 6-O-ß-D-Xylopyranosylaucubin from Ver bascum sinuatum. Phytochemistry. 1980;19:571–573. doi: 10.1016/0031-9422(80)87017-8. [DOI] [Google Scholar]
- 11.Bianco A., Guiso M., Iavarone C., Passacantilli P., Trogolo C. Sinuatol (6-O-a-L-rhamnopyranosyl-aucu bin) from Verbascum sinuatum. Planta Med. 1981;41:75–79. doi: 10.1055/s-2007-971679. [DOI] [PubMed] [Google Scholar]
- 12.Bianco A., Guiso M., Iavarone C., Passacantilli P., Trogolo C. 6-O-a-Sinuatosyl aucubin from Verbascum sinuatum. Phytochemistry. 1981;20:465–468. doi: 10.1016/S0031-9422(00)84167-9. [DOI] [Google Scholar]
- 13.Falsone G., Laryea M., Crea A., Finner E. Iridoids from Verbascum sinuatum. J. Med. Plant Res. 1982;44:150–153. doi: 10.1055/s-2007-971426. [DOI] [PubMed] [Google Scholar]
- 14.Hernandez-Hernandez J. Determinacion de la estructura de los glicosidos de Verbascum lychnitis por espectrometria de masas. Quim. Ind. 1985;31:503–507. [Google Scholar]
- 15.Souleles C., Geronikaki A. Flavonoids from Verbascum thapsus. Sci. Pharm. 1989;57:59–61. [Google Scholar]
- 16.Mehrotra R., Ahmed B., Vishwakarma R., Thakur R. Verbacoside: A new luteolin glycoside from Verbascum thapsus. J. Nat. Prod. 1989;52:640–643. doi: 10.1021/np50063a028. [DOI] [Google Scholar]
- 17.Warashina T., Miyase T., Ueno A. Iridoid glycosides from Verbascum thapsus L. Chem. Pharm. Bull. 1991;39:3261–3264. doi: 10.1248/cpb.39.3261. [DOI] [Google Scholar]
- 18.Gupta M., Sharma R., Kumar A. Docking techniques in pharmacology: How much promising? Comput. Biol. Chem. 2018;76:210–217. doi: 10.1016/j.compbiolchem.2018.06.005. [DOI] [PubMed] [Google Scholar]
- 19.Lagunin A.A., Goel R.K., Gawande D.Y., Pahwa P., Gloriozova T.A., Dmitriev A.V., Ivanov S.M., Rudik A.V., Konova V.I., Pogodin P.V., et al. Chemo- and bioinformatics resources for in silico drug discovery from medicinal plants beyond their traditional use: A critical review. Nat. Prod. Rep. 2014;31:1585–1611. doi: 10.1039/C4NP00068D. [DOI] [PubMed] [Google Scholar]
- 20.Moher D., Liberati A., Tetzlaff J., Altman D.G. PRISMA Group Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. Int. J. Surg. 2010;8:336–341. doi: 10.1016/j.ijsu.2010.02.007. [DOI] [PubMed] [Google Scholar]
- 21. [(accessed on 5 May 2021)]; Available online: https://pubchem.ncbi.nlm.nih.gov/
- 22.Daina A., Michielin O., Zoete V. SwissTargetPrediction: Updated data and new features for efficient prediction of protein targets of small molecules. Nucl. Acids Res. 2019;47:W357–W364. doi: 10.1093/nar/gkz382. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Pardo de Santayana M., Morales R., Aceituno-Mata L., Molina M., editors. Inventario Español de los Conocimientos Tradicionales Relativos a la Biodiversidad. Fase II (1) Ministerio de Agricultura, Alimentación y Medio Ambiente; Madrid, Spain: 2018. [Google Scholar]
- 24.Akerreta S., Calvo M., Cavero R. Sabiduría Popular y Plantas Curativas (Recopilación Extraída de un Estudio Etnobotánico en Navarra) Ediciones I; Madrid, Spain: 2013. [Google Scholar]
- 25.Agelet A. Ph.D. Thesis. Facultat de Farmàcia, Universitat de Barcelona; Barcelona, Spain: 1999. Estudis d’Etnobotànica Farmacèutica al Pallars. [Google Scholar]
- 26.Villar L., Palacín J., Calvo C., Gómez D., Montserrat G. Lantas Medicinales del Pirineo Aragonés y Demás Tierras Oscenses. CSIC; Madrid, Spain: Diputación de Huesca; Huesca, Spain: 1987. [Google Scholar]
- 27.Conca A., Oltra J. Plantes Medicinales y Comestibles. Caixa d’Estalvis I Monte de Pietat d’Ontinyent; Valencia, Spain: 2005. [Google Scholar]
- 28.Pellicer J. Costumari Botànic. Recerques Etnobotàniques a les Comarques Centrals Valencianes. Volume 1 Edicions del Bullent; Picanya, Spain: 2000. [Google Scholar]
- 29.Bonet M. Master’s Thesis. Facultat de Farmàcia, Universitat de Barcelona; Barcelona, Spain: 1991. Estudis Etnobotànics a la Vall del Tenes (Vallès Oriental) [Google Scholar]
- 30.Pascual Gil J., Ingeniería Técnica Agrícola . Etnobotánica de La Pernía, Polentinos y Valle de Castillería (Palencia) Universidad de Valladolid; Palencia, Spain: 2013. Proyecto Fin de Carrera. [Google Scholar]
- 31.Bonet M. Ph.D. Thesis. Facultat de Farmàcia, Universitat de Barcelona; Barcelona, Spain: 2001. Estudi Etnobotànic del Montseny. [Google Scholar]
- 32.Verde A., Rivera D., Obón C. Etnobotánica en las Sierras de Segura y Alcaraz: Las Plantas y el Hombre. Instituto de Estudios Albacetenses; Albacete, Spain: 1998. [Google Scholar]
- 33.Velasco J., Criado J., Blanco E. Usos Tradicionales de las Plantas en la Provincia de Salamanca. Diputación de Salamanca; Salamanca, Spain: 2010. [Google Scholar]
- 34.Granzow de la Cerda I. Etnobotánica. El Mundo Vegetal en la Tradición. Centro de Cultura Tradicional, Diputación de Salamanca; Salamanca, Spain: 1993. [Google Scholar]
- 35.Carrió E. Ph.D. Thesis. Facultat de Farmàcia, Universitat de Barcelona; Barcelona, Spain: 2013. Contribució al Coneixement Etnobotànic de Mallorca. La Biodiversitat Vegetal i la Seva Gestió en una Illa Mediterrània. [Google Scholar]
- 36.Verde A. Ph.D. Thesis. Universidad de Murcia; Murcia, Spain: 2002. Estudio Etnofarmacológico de Tres Áreas de Montaña de Castilla-La Mancha. [Google Scholar]
- 37.Calvo M., Cavero R. Medicinal plants used for cardiovascular diseases in Navarra and their validation from official sources. J. Ethnopharmacol. 2014;157:268–273. doi: 10.1016/j.jep.2014.09.047. [DOI] [PubMed] [Google Scholar]
- 38.Verde A., Rivera D., Fajardo J., Obón C., Cebrián F. Guía de las Plantas Medicinales de Castilla-La Mancha (y Otros Recursos de Uso Tradicional) Altabán; Albacete, Spain: 2008. [Google Scholar]
- 39.Belda A., Bellod F., Ríos Ruiz S. Avance sobre la flora medicinal en la Sierra de Mariola (Valencia-Alicante) Flora Montiber. 2004;28:29–48. [Google Scholar]
- 40.Panero J. Sayago: Costumbres, Creencias y Tradiciones. Aderisa; Zamora, Spain: 2005. [Google Scholar]
- 41.Tejerina A. Usos y Saberes Sobre las Plantas de Monfragüe. Etnobotánica de la Comarca Natural. Itomonfragüe; Cáceres, Spain: 2010. [Google Scholar]
- 42.González J.A., García-Barriuso M., Amich F. Ethnobotanical study of medicinal plants traditionally used in the Arribes del Duero, western Spain. J. Ethnopharmacol. 2010;131:343–355. doi: 10.1016/j.jep.2010.07.022. [DOI] [PubMed] [Google Scholar]
- 43.Guzmán M. Ph.D. Thesis. Universidad de Granada; Granada, Spain: 1997. Aproximación a la Etnobotánica de la Provincia de Jaén. [Google Scholar]
- 44.Obón C., Rivera D. Las Plantas Medicinales de Nuestra Región. Consejería de Cultura y Educación, Editora Regional de Murcia; Murcia, Spain: 1991. [Google Scholar]
- 45.Fajardo J., Verde A., Rivera D., Obón C. Etnobotánica en La Serranía de Cuenca. Las plantas y el Hombre. Diputación de Cuenca; Cuenca, Spain: 2007. [Google Scholar]
- 46.Rigat M. Master’s Thesis. Facultat de Farmàcia, Universitat de Barcelona; Barcelona, Spain: 2005. Estudi Etnobotànic de la Vall de Camprodon (Alta Vall del Ter, Pirineus) [Google Scholar]
- 47.Rivera D., Alcaraz F., Verde A., Fajardo J., Obón C. Las Plantas en la Cultura Popular. Enciclopedia Divulgativa de la Historia Natural de Jumilla-Yecla 9. Caja de Ahorros del Mediterráneo; Alicante, Spain: Sociedad Mediterránea de Historia Natural; Murcia, Spain: 2008. [Google Scholar]
- 48.Parada M. Ph.D. Thesis. Cultat de Farmàcia, Universitat de Barcelona; Barcelona, Spain: 2008. Estudi etnobotànic de L’Alt Empordà. [Google Scholar]
- 49.Moll M. Les Plantes a Menorca: Noms i Usos. Institut Menorquí d’Estudis; Mahón, Menorca, Spain: 2005. [Google Scholar]
- 50.Pérez Ramírez I. Master’s Thesis. Universidad Internacional de Andalucía; Jaén, Spain: 2013. Conocimiento Local y Uso de las Plantas Aromáticas y Medicinales en Tres Localidades del sur de Extremadura. [Google Scholar]
- 51.Segarra E. Etnobotanica Farmacéutica de Gàtova: Serra Calderona. Facultad de Farmacia, Universidad de Valencia; Valencia, Spain: 2008. [Google Scholar]
- 52.Anllo J. Ph.D. Thesis. Universidad de Santiago de Compostela; Santiago de Compostela, Spain: 2011. Estudio Etnobotánico de la Comarca de Terra Chá. [Google Scholar]
- 53.Barandiaran J., Manterola A. In: Medicina Popular en Vasconia. Atlas Etnográfico de Vasconia. Euskalerria E., Jaurlaritza E., editors. Volume 5 Gobierno de Navarra; Bilbao, Spain: 2004. [Google Scholar]
- 54.Pardo de Santayana M. Estudios Etnobotánicos en Campoo (Cantabria): Conocimiento y Uso Tradicional de Plantas. CSIC; Madrid, Spain: 2008. [Google Scholar]
- 55.Rigat M., Vallès J., Iglésias J., Garnatje T. Traditional and alternative natural therapeutic products used in the treatment of respiratory tract infectious diseases in the eastern Catalan Pyrenees (Iberian Peninsula) J. Ethnopharmacol. 2013;148:411–422. doi: 10.1016/j.jep.2013.04.022. [DOI] [PubMed] [Google Scholar]
- 56.Verde A., Fajardo J., Rivera D., Obón C. Etnobotánica en el Entorno del Parque Nacional de Cabañeros. Ministerio de Medio Ambiente, Parques Nacionales; Madrid, Spain: 2000. [Google Scholar]
- 57.Pardo de Santayana M. Guía de las Plantas Medicinales de Cantabria. Estvdio; Santander, Spain: 2004. [Google Scholar]
- 58.Cavero R.Y., Akerreta S., Calvo M.I. Pharmaceutical ethnobotany in the Middle Navarra (Iberian Peninsula) J. Ethnopharmacol. 2011;137:844–855. doi: 10.1016/j.jep.2011.07.001. [DOI] [PubMed] [Google Scholar]
- 59.González-Tejero M. Ph.D. Thesis. Facultad de Farmacia, Universidad de Granada; Granada, Spain: 1989. Investigaciones Etnobotánicas en la Provincia de Granada. [Google Scholar]
- 60.Martínez Lirola M., González-Tejero M., Molero Mesa J. Investigaciones Etnobotánicas en el Parque Natural de Cabo de Gata-Níjar (Almería) Sociedad Almeriense de Historia Natural; Almería, Spain: 1997. [Google Scholar]
- 61.Carrió E., Vallès J. Ethnobotany of medicinal plants used in Eastern Mallorca (Balearic Islands, Mediterranean Sea) J. Ethnopharmacol. 2012;141:1021–1040. doi: 10.1016/j.jep.2012.03.049. [DOI] [PubMed] [Google Scholar]
- 62.Mulet L. Estudio Etnobotánico de la Provincia de Castellón. Diputación de Castellón; Castellón de la Plana, Spain: 1991. [Google Scholar]
- 63.Benítez Cruz G. Ph.D. Thesis. Facultad de Farmacia, Universidad de Granada; Granada, Spain: 2009. Etnobotánica y Etnobiología del Poniente Granadino. [Google Scholar]
- 64.Benítez Cruz G., González-Tejero M., Molero Mesa J. Pharmaceutical ethnobotany in the western part of Granada province (Southern Spain): Ethnopharmacological synthesis. J. Ethnopharmacol. 2010;129:87–105. doi: 10.1016/j.jep.2010.02.016. [DOI] [PubMed] [Google Scholar]
- 65.Pardo-de-Santayana M., Aceituno L., Acosta R., Álvarez A., Barroso E., Blanco Salas J., Bonet M., Carrió E., Cavero R., Delgado L., et al. Medicinal and veterinary plants in the Spanish inventory of traditional knowledge related to biodiversity; Proceedings of the Joint Society Conference Society for Economic Botany and Indigenous Plant Use Forum; Clanwilliam, South Africa. 29 June–2 July 2015. [Google Scholar]
- 66.Cavero R.Y., Calvo M.I. Medicinal plants used for respiratory affections in Navarra and their pharmacological validation. J. Ethnopharmacol. 2014;158:216–220. doi: 10.1016/j.jep.2014.10.003. [DOI] [PubMed] [Google Scholar]
- 67.Latorre J. Ph.D. Thesis. Facultad de Farmacia, Universidad de Valencia; Valencia, Spain: 2008. Estudio Etnobotánico de la Provincia de La Coruña. [Google Scholar]
- 68.Selga A. Ph.D. Thesis. Facultat de Farmàcia, Universitat de Barcelona; Barcelona, Spain: 1998. Estudis Etnobotànics a les Guilleries. [Google Scholar]
- 69.Turker A.U., Camper N.D. Biological activity of common mullein, a medicinal plant. J. Ethnopharmacol. 2002;82:117–125. doi: 10.1016/S0378-8741(02)00186-1. [DOI] [PubMed] [Google Scholar]
- 70.Fernández Ocaña A. Ph.D. Thesis. Facultad de Ciencias Experimentales, Universidad de Jaén; Jaén, Spain: 2000. Estudio Etnobotánico en el Parque Natural de las Sierras de Cazorla, Segura y Las Villas. Investigación Química de un Grupo de Especies Interesantes. [Google Scholar]
- 71.Blanco E. El Caurel, las Plantas y Sus Habitantes (Lugo) Fundación Caixa Galicia; La Coruña, Spain: 1996. [Google Scholar]
- 72.Blanco E. Diccionario de Etnobotánica Segoviana. Ayuntamiento de Segovia; Segovia, Spain: 1998. [Google Scholar]
- 73.Aceituno-Mata L. Ph.D. Thesis. Facultad de Ciencias, Universidad Autónoma de Madrid; Madrid, Spain: 2010. Estudio Etnobotánico y Agroecológico de la Sierra Norte de Madrid. [Google Scholar]
- 74.Martínez-Lirola M., González-Tejero M., Molero-Mesa J. Ethnobotanical resources in the province of Almeria, Spain: Campos de Níjar. Econ. Bot. 1996;50:40–56. doi: 10.1007/BF02862112. [DOI] [Google Scholar]
- 75.Espinosa J., Fernández C., Díaz M., Ramírez M. Plantas útiles en Castillo de Locubín (Jaén, sur de la Península Ibérica). II. Blancoana. 2002;19:3–16. [Google Scholar]
- 76.Gil Palomo C., Juárez Castillo J. Sobre las Plantas Silvestres de Cástaras. Usos y Costumbres Tradicionales en un Lugar de la Alpujarra. Ediciones RaRo; Jaén, Spain: 2005. [Google Scholar]
- 77.Bonet M., Parada M., Selga A., Vallès J. Studies on pharmaceutical ethnobotany in the regions of L’Alt Empordà and Les Guilleries (Catalonia, Iberian Peninsula) J. Ethnopharmacol. 1999;68:145–168. doi: 10.1016/S0378-8741(99)00083-5. [DOI] [PubMed] [Google Scholar]
- 78.Mesa S. Ph.D. Thesis. Facultad de Ciencias Biológicas, Universidad Complutense de Madrid; Madrid, Spain: 1996. Tudio Etnobotánico y Agroecológico de la Comarca de la Sierra de Mágina (Jaén) [Google Scholar]
- 79.Carazo M., Camacho A., Fernández Ocaña A., Fernández C., Calero J., Montiel M. Utilización de plantas vasculares en Carchelejo (Sierra Mágina, Jaén). I. Blancoana. 1998;15:42–55. [Google Scholar]
- 80.Gallego E., Gallego Á. Usos, Tradiciones y Conocimiento de las Plantas por las Gentes de Sayago. Náyade Editorial; Medina del Campo, Spain: 2008. [Google Scholar]
- 81.Molina N., ETSI Agrónomos y Montes . Estudio de la Flora de Interés Etnobotánico en el Municipio de Carcabuey (Córdoba) Universidad de Córdoba; Córdoba, Spain: 2001. Proyecto Fin de Carrera. [Google Scholar]
- 82.Sánchez Romero M., ETSI Agrónomos y Montes . Estudio de la Flora de Interés Etnobotánico en el Municipio de Rute (Córdoba) Universidad de Córdoba; Córdoba, Spain: 2003. Proyecto Fin de Carrera. [Google Scholar]
- 83.Barber A., Redero S., Corbi M., Alba B., Molina J., Barber J. Aproximació al Coneixement Etnobiològic i Etnoecològic d’Ibi (Foia de Castalla, l’Alcoià, Alacant). Una Anàlisi sobre la Relació dels Éssers Humans i l’Entorn a Ibi. Identia Institute; Barcelona, Spain: 2005. [Google Scholar]
- 84.O’Mahony J.M., McCarthy E. What is in a name? Can mullein weed beat TB where modern drugs are failing? Evid. Based Complement. Altern. Med. 2011;2011:239237. doi: 10.1155/2011/239237. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Rho H.S., Ghimeray A.K., Yoo D.S., Ahn S.M., Kwon S.S., Lee K.H., Cho D.H., Cho J.Y. Kaempferol and kaempferol rhamnosides with depigmenting and anti-inflammatory properties. Molecules. 2011;16:3338–3344. doi: 10.3390/molecules16043338. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Seo D.Y., Lee S.R., Heo J.W., No M.H., Rhee B.D., Ko K.S., Kwak H.B., Han J. Ursolic acid in health and disease. Korean J. Physiol. Pharmacol. 2018;22:235. doi: 10.4196/kjpp.2018.22.3.235. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Aziz N., Kim M.Y., Cho J.Y. Anti-inflammatory effects of luteolin: A review of in vitro, in vivo, and in silico studies. J. Ethnopharmacol. 2018;225:342–358. doi: 10.1016/j.jep.2018.05.019. [DOI] [PubMed] [Google Scholar]
- 88.Gupta S.C., Kunnumakkara A.B., Aggarwal S., Aggarwal B.B. Inflammation, a Double-Edge Sword for Cancer and Other Age-Related Diseases. Front. Immunol. 2018;9:2160. doi: 10.3389/fimmu.2018.02160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.De Caterina R., Zampolli A. From Asthma to Atherosclerosis—5-Lipoxygenase, Leukotrienes, and Inflammation. N. Engl. J. Med. 2004;350:4–7. doi: 10.1056/NEJMp038190. [DOI] [PubMed] [Google Scholar]
- 90.Werz O. Inhibition of 5-lipoxygenase product synthesis by natural compounds of plant origin. Planta Med. 2007;73:1331–1357. doi: 10.1055/s-2007-990242. [DOI] [PubMed] [Google Scholar]
- 91.Wisastra R., Dekker F.J. Inflammation, cancer and oxidative lipoxygenase activity are intimately linked. Cancers. 2014;6:1500–1521. doi: 10.3390/cancers6031500. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Smith W.L., Murphy R.C. Biochemistry of Lipids, Lipoproteins and Membranes. 6th ed. Elsevier; Amsterdam, The Netherlands: 2015. The Eicosanoids: Cyclooxygenase, Lipoxygenase and Epoxygenase Pathways; pp. 259–296. [Google Scholar]
- 93.Calder P.C. Eicosanoids. Essays Biochem. 2020;64:423–441. doi: 10.1042/EBC20190083. [DOI] [PubMed] [Google Scholar]
- 94.Shahidi F., Yeo J.D. Bioactivities of phenolics by focusing on suppression of chronic diseases: A review. Int. J. Mol. Sci. 2018;19:1573. doi: 10.3390/ijms19061573. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Bedard K., Krause K.H. The NOX family of ROS-generating NADPH oxidases: Physiology and pathophysiology. Physiol. Rev. 2007;87:245–313. doi: 10.1152/physrev.00044.2005. [DOI] [PubMed] [Google Scholar]
- 96.Xia F., Wang C., Jin Y., Liu Q., Meng Q., Liu K., Sun H. Luteolin protects HUVECs from TNF-α-induced oxidative stress and inflammation via its effects on the Nox4/ROS-NF-κB and MAPK pathways. J. Atheroscler. Thromb. 2014;21:768–783. doi: 10.5551/jat.23697. [DOI] [PubMed] [Google Scholar]
- 97.Hu J., Ma W., Li N., Wang K.J. Antioxidant and anti-inflammatory flavonoids from the flowers of chuju, a medical cultivar of chrysanthemum morifolim ramat. J. Mex. Chem. Soc. 2017;61:282–289. doi: 10.29356/jmcs.v61i4.458. [DOI] [Google Scholar]
- 98.Zhao N., Dong Q., Fu X.X., Du L.L., Cheng X., Du Y.M., Liao Y.H. Acacetin blocks Kv1.3 channels and inhibits human T cell activation. Cell. Physiol. Biochem. 2014;34:1359–1372. doi: 10.1159/000366343. [DOI] [PubMed] [Google Scholar]
- 99.Guo H., Li M., Xu L.J. Apigetrin treatment attenuates LPS-induced acute otitis media though suppressing inflammation and oxidative stress. Biomed. Pharmacother. 2019;109:1978–1987. doi: 10.1016/j.biopha.2018.07.022. [DOI] [PubMed] [Google Scholar]
- 100.Lee S.A., Park B.R., Moon S.M., Shin S.H., Kim J.S., Kim D.K., Kim C.S. Cynaroside protects human periodontal ligament cells from lipopolysaccharide-induced damage and inflammation through suppression of NF-κB activation. Arch. Oral Biol. 2020;120:104944. doi: 10.1016/j.archoralbio.2020.104944. [DOI] [PubMed] [Google Scholar]
- 101.Lin H., Song P., Zhao Y., Xue L.J., Liu Y., Chu C.Q. Targeting Th17 cells with small molecules and small interference RNA. Mediat. Inflamm. 2015;2015:290657. doi: 10.1155/2015/290657. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Cium L., Milaciu M.V., Runcan O., Vesa C., Negrean V., Pern M., Donca V.I. The Effects of Flavonoids in Cardiovascular Diseases. Molecules. 2020;25:4320. doi: 10.3390/molecules25184320. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Gallego E. Estudio Etnobotánico del Occidente Alistano. Instituto de Estudios Zamoranos “Florián de Ocampo”; Zamora, Spain: 2009. CSIC, Diputación de Zamora. [Google Scholar]
- 104.Li W., Du L., Li M. Alkaloids and flavonoids as α(1)-adrenergic receptor antagonists. Curr. Med. Chem. 2011;18:4923–4932. doi: 10.2174/092986711797535209. [DOI] [PubMed] [Google Scholar]
- 105.Sahni S.K., Baboota S. Rutin: Therapeutic potential and recent advances in drug delivery. Drug Eval. 2013;22:1063–1079. doi: 10.1517/13543784.2013.805744. [DOI] [PubMed] [Google Scholar]
- 106.Lorenz P., Conrad J., Stintzing F.C. Metabolic fate of depsides and alkaloid constituents in aqueous extracts from Mercurialis perennis L. during fermentation. Chem. Biodivers. 2013;10:1706–1723. doi: 10.1002/cbdv.201200424. [DOI] [PubMed] [Google Scholar]
- 107.Li D., Ren D., Luo Y., Yang X. Protective effects of ursolic acid against hepatotoxicity and endothelial dysfunction in mice with chronic high choline diet consumption. Chem. Biol. Interact. 2016;258:102–107. doi: 10.1016/j.cbi.2016.08.019. [DOI] [PubMed] [Google Scholar]
- 108.Hyndman D., Bauman D.R., Heredia V.V., Penning T.M. The aldo-keto reductase superfamily homepage. Chem. Biol. Interact. 2003;143:621–631. doi: 10.1016/S0009-2797(02)00193-X. [DOI] [PubMed] [Google Scholar]
- 109.Ianiro G., Pecere S., Giorgio V., Gasbarrini A., Cammarota G. Digestive Enzyme Supplementation in Gastrointestinal Diseases. Curr. Drug Metab. 2016;17:187–193. doi: 10.2174/138920021702160114150137. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110.Babamoradi N., Yousefi S., Ziarati P. Optimization of ultrasound-assisted extraction of functional polysaccharides from common mullein (Verbascum thapsus L.) flowers. J. Food Process Eng. 2018;41:e12851. doi: 10.1111/jfpe.12851. [DOI] [Google Scholar]
- 111.Bylka W., Witkowska-Banaszczak E., Studzińska-Sroka E., Matławska I. Phytotherapy of respiratory tract diseases. Wiad. Lek. 2012;65:124–131. [PubMed] [Google Scholar]
- 112.Kumar A., Choudhir G., Shukla S.K., Sharma M., Tyagi P., Bhushan A., Rathore M. Identification of phytochemical inhibitors against main protease of {COVID}-19 using molecular modeling approaches. J. Biomol. Struct. Dyn. 2020 doi: 10.1080/07391102.2020.1772112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 113.Mitra D., Verma D., Mahakur B., Kamboj A., Srivastava R., Gupta S., Pandey A., Arora B., Pant K., Panneerselvam P., et al. Molecular docking and simulation studies of natural compounds of Vitex negundo L. against papain-like protease (PLpro) of SARS CoV-2 (coronavirus) to conquer the pandemic situation in the world. J. Biomol. Struct. Dyn. 2021;18:1–22. doi: 10.1080/07391102.2021.1873185. [DOI] [PubMed] [Google Scholar]
- 114.Vardhan S., Sahoo S.K. In silico ADMET and molecular docking study on searching potential inhibitors from limonoids and triterpenoids for COVID-19. Comput. Biol. Med. 2020;124:103936. doi: 10.1016/j.compbiomed.2020.103936. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115.Ryu Y.B., Jeong H.J., Kim J.H., Kim Y.M., Park J.Y., Kim D., Naguyen T.T.H., Park S.J., Chang J.S., Park K.H., et al. Biflavonoids from Torreya nucifera displaying SARS-CoV 3CLpro inhibition. Bioorg. Med. Chem. 2010;18:7940–7947. doi: 10.1016/j.bmc.2010.09.035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Kunnumakkara A.B., Rana K.V., Parama D., Banik K., Girisa S., Sahu H., Thakur K.K., Dutta U., Garodia P., Gupta S.C., et al. COVID-19, cytokines, inflammation, and spices: How are they related? Life Sci. 2020:119201. doi: 10.1016/j.lfs.2021.119201. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117.Lai C.C., Shih T.P., Ko W.C., Tang H.J., Hsueh P.R. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and coronavirus disease-2019 (COVID-19): The epidemic and the challenges. Int. J. Antimicrob. Agents. 2020;55:105924. doi: 10.1016/j.ijantimicag.2020.105924. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 118.Ludwig S., Zarbock A. Coronaviruses and SARS-CoV-2: A Brief Overview. Anesth. Analg. 2020;131:93–96. doi: 10.1213/ANE.0000000000004845. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 119.Wu D., Wu T., Liu Q., Yang Z. The SARS-CoV-2 outbreak: What we know. Int. J. Infect. Dis. 2020:44–48. doi: 10.1016/j.ijid.2020.03.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120.Peter A.E., Sandeep B.V., Rao B.G., Kalpana V.L. Calming the Storm: Natural Immunosuppressants as Adjuvants to Target the Cytokine Storm in COVID-19. Front. Pharmacol. 2021;11:2305. doi: 10.3389/fphar.2020.583777. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Jo S., Kim S., Shin D.H., Kim M.S. Inhibition of SARS-CoV 3CL protease by flavonoids. J. Enzyme Inhib. Med. Chem. 2020;35:145–151. doi: 10.1080/14756366.2019.1690480. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.Saakre M., Mathew D., Ravisankar V. Perspectives on plant flavonoid quercetin-based drugs for novel SARS-CoV-2. Beni Suef Univ. J. Basic Appl. Sci. 2021;10:21. doi: 10.1186/s43088-021-00107-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 123.Russo M., Moccia S., Spagnuolo C., Tedesco I., Russo G.L. Roles of flavonoids against coronavirus infection. Chem. Biol. Interact. 2020;328:109211. doi: 10.1016/j.cbi.2020.109211. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.Gasparotto-Junior A., Lima-Tolouei S.E., dos Reis Lívero F.A., Gasparotto F., Boeing T., de Souza P. Natural Agents Modulating ACE-2: A Review of Compounds with Potential against SARS-CoV-2 Infections. Curr. Pharm. Des. 2021;27:1588–1596. doi: 10.2174/1381612827666210114150607. [DOI] [PubMed] [Google Scholar]
- 125.Huang Y., Bai C., He F., Xie Y., Zhou H. Review on the potential action mechanisms of Chinese medicines in treating Coronavirus Disease 2019 (COVID-19) Pharmacol. Res. 2020;158 doi: 10.1016/j.phrs.2020.104939. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 126.Wang W., Sun C., Mao L., Ma P., Liu F., Yang J., Gao Y. The biological activities, chemical stability, metabolism and delivery systems of quercetin: A review. Trends Food Sci. Technol. 2016;56:21–38. doi: 10.1016/j.tifs.2016.07.004. [DOI] [Google Scholar]
- 127.Almeida A.F., Borge G.I.A., Piskula M., Tudose A., Tudoreanu L., Valentová K., Williamson G., Santos C.N. Bioavailability of Quercetin in Humans with a Focus on Interindividual Variation. Compr. Rev. Food Sci. Food Saf. 2018;17:714–731. doi: 10.1111/1541-4337.12342. [DOI] [PubMed] [Google Scholar]
- 128.Williamson G., Kerimi A. Testing of natural products in clinical trials targeting the SARS-CoV-2 (Covid-19) viral spike protein-angiotensin converting enzyme-2 (ACE2) interaction. Biochem. Pharmacol. 2020;178:114123. doi: 10.1016/j.bcp.2020.114123. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 129.Di Pierro F., Khan A., Bertuccioli A., Maffioli P., Derosa G., Khan S., Khan B.A., Nigar R., Ujjan I., Devraian B.R. Quercetin Phytosome® as a potential candidate for managing COVID-19. Minerva Gastroenterol. 2021;67:190–195. doi: 10.23736/S2724-5985.20.02771-3. [DOI] [PubMed] [Google Scholar]
- 130.Malik N.A. Revised definition of pain by ‘International Association for the Study of Pain’: Concepts, challenges and compromises. Anaesth. Pain Intensive Care. 2020;24:481–483. doi: 10.35975/apic.v24i5.1352. [DOI] [Google Scholar]
- 131.Gerdle B., Ghafouri B. Proteomic studies of common chronic pain conditions—A systematic review and associated network analyses. Exp. Rev. Proteom. 2020;17:483–506. doi: 10.1080/14789450.2020.1797499. [DOI] [PubMed] [Google Scholar]
- 132.Holmquist G.L. Opioid metabolism and effects of cytochrome P450. Pain Med. 2009;10:S20–S29. doi: 10.1111/j.1526-4637.2009.00596.x. [DOI] [Google Scholar]
- 133.Stoyanov S., Fleming T., Konrade I., Haag G., Humpert P., Rabbani N., Thornalley P., Brownlee M., Nawroth P., Bierhaus A. The Glyoxalase I (GLO-1) system as modulator of pain in early diabetic neuropathy. Diabetol. Stoffwechs. 2008;3:A36. doi: 10.1055/s-2008-1076183. [DOI] [Google Scholar]
- 134.Persson L. Prenatal nutrition, socioenvironmental conditions, and child development. Lancet Glob. Health. 2017;5:127–128. doi: 10.1016/S2214-109X(16)30356-4. [DOI] [PubMed] [Google Scholar]
- 135.Indiana M., de Souza F.H.V., Eduardo J., Dantas Nascimento P.G.B. Protein Kinases. InTech; Rijeka, Croatia: 2012. Protein Kinases and Pain. [Google Scholar]
- 136.Ma H., Qin S., Zhao S. Osteoarthritis is Prevented in Rats by Verbascoside via Nuclear Factor kappa B (NF-kB) Pathway Downregulation. Med. Sci. Monit. 2020;26:e921276. doi: 10.12659/MSM.921276. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 137.Gutiérrez-Rebolledo G.A., Garduño-Siciliano L., Chávez-Rueda A.K., Siordia-Reyes A.G., Zamilpa A., Jiménez-Arellanes M.A. In vivo anti-arthritic and antioxidant effects from the standardized ethanolic extract of Moussonia deppeana. Rev. Bras. Farmacogn. 2018;28:198–206. doi: 10.1016/j.bjp.2018.02.004. [DOI] [Google Scholar]
- 138.Haleagrahara N., Miranda-Hernandez S., Alim M.A., Hayes L., Bird G., Ketheesan N. Therapeutic effect of quercetin in collagen-induced arthritis. Biomed. Pharmacother. 2017;90:38–46. doi: 10.1016/j.biopha.2017.03.026. [DOI] [PubMed] [Google Scholar]
- 139.Pan D., Li N., Liu Y., Xu Q., Liu Q., You Y., Wei Z., Jiang Y., Liu M., Guo T., et al. Kaempferol inhibits the migration and invasion of rheumatoid arthritis fibroblast-like synoviocytes by blocking activation of the MAPK pathway. Int. Immunopharmacol. 2018;55:174–182. doi: 10.1016/j.intimp.2017.12.011. [DOI] [PubMed] [Google Scholar]
- 140.Nguyen T., Chen X., Chai J., Li R., Han X., Chen X., Liu S., Chen M., Xu X. Antipyretic, anti-inflammatory and analgesic activities of Periplaneta americana extract and underlying mechanisms. Biomed. Pharmacother. 2020;123:109753. doi: 10.1016/j.biopha.2019.109753. [DOI] [PubMed] [Google Scholar]
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