Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2022 Apr 8;12:5914. doi: 10.1038/s41598-022-09993-1

Anticancer, antioxidant, antiviral and antimicrobial activities of Kei Apple (Dovyalis caffra) fruit

Husam Qanash 1,2, Reham Yahya 3,4, Marwah M Bakri 5, Abdulrahman S Bazaid 1, Sultan Qanash 6,7,8, Abdullah F Shater 9, Abdelghany T M 10,
PMCID: PMC8990652  PMID: 35396383

Abstract

Secondary plant metabolites remain one of the key sources of therapeutic agents despite the development of new approaches for the discovery of medicinal drugs. In the current study, chemical analysis, and biological activities of Kei apple (Dovyalis caffra) methanolic extract were evaluated. Chemical analysis was performed using HPLC and GC–MS. Antiviral and anticancer effect were assessed using the crystal violet technique and activity against human liver cells (HepG2), respectively. Antibacterial activity was tested with the disc diffusion method. The obtained results showed that chlorogenic acid (2107.96 ± 0.07 µg/g), catechin (168 ± 0.58 µg/g), and gallic acid (15.66 ± 0.02 µg/g) were the main bioactive compounds identified by HPLC techniques. While, compounds containing furan moieties, as well as levoglucosenone, isochiapin B, dotriacontane, 7-nonynoic acid and tert-hexadecanethiol, with different biological activities were identified by GC–MS. Additionally, inhibition of 2,2-diphenyl-1-picryl-hydrazyl-hydrate (DPPH) scavenging was 79.25% at 2000 µg/mL, indicating its antioxidant activity with IC50 of 728.20 ± 1.04 µg/mL. The tested extract exhibited potential anticancer activity (58.90% toxicity) against HepG2 cells at 1000 µg/mL. Potential bacterial inhibition was observed mainly against Escherichia coli and Proteus vulgaris, followed by Staphylococcus aureus and Bacillus subtilis with a diameter of growth inhibition ranging from 13 to 24 mm. While weak activities were recorded for fungi Candida albicans (10 mm). The extract showed mild antiviral activity against human coronavirus 229E with a selective index (SI) of 10.4, but not against human H3N2 (SI of 0.67). The molecular docking study's energy ratings were in good promise with the experiment documents of antibacterial and antiviral activities. The findings suggest that D. caffra juice extract is a potential candidate for further experiments to assess its use as potential alternative therapeutic agent.

Subject terms: Biochemistry, Biophysics, Cell biology, Microbiology

Introduction

Dovyalis caffra belongs to the family Salicaceae and is commonly cultivated as a protector at forest edges in numerous regions of the world as well as a hedge plant in Egypt1,2. D. caffra is an ethnic fruit tree in Southern Africa and other countries, where its diverse varieties are planted in arid and semiarid areas35. The common name of D. caffra is Kei apple, which is derived from the southwest African Kei River. The fruit origin was associated with South Africa, but then transferred to other countries. At maturity, Kei apple produces golden fruits containing soft yellow juicy pulp with an active aroma and a sour taste. Traditionally, in some countries, Kei apple fruits can be consumed fresh or used as additives to jams or preserves due to their heteropolysaccharide, ascorbic, l-malic acid, tannin, phenolic acid, and flavonoid contents.

The side effects of chemotherapeutic drugs and the high cost of treatment represent the highest restrictions of conventional therapy and create a significant issue in the treatment of many diseases, including cancer6. Cancer is one of the main fatal diseases worldwide, leading to approximately 9.9 million deaths in 20207. In addition, the emergence of infections caused by multidrug-resistant bacteria has worsened the situations8. Therefore, novel and safe therapeutic strategies are becoming a priority. Plants are potential alternatives that have activity to treat many diseases, such as infections, cancers, and antioxidant properties9. Plant extracts continue to play a main role in drug discovery and are promising sources for phenolic and flavonoid contents10,11. Various plant extracts, including D. caffra, have been proposed for their medical use12, although their biological activities in many plants have still been ambiguous. In a recent study, the nutritional and health prospective of D. caffra fruits were reported, but the fruit contents and its important in food industry and therapeutic field were still unexploited in numerous countries due to limited research and lack of scientific information, as well as absence of agro-processing techniques2.

Strong antioxidant activity of Kei apples fruit was previously reported due to the high content of phenolic, flavonoid, and amino acids13. In addition to that, A positive correlation was recorded between antioxidant and concentrations of polyphenols of Dovyalis caffra fruits13. A previous study also showed an antifungal activity of D. caffra-derived fruit juice against Microsporum canis, Malassezia furfur and Candida albicans14. Furthermore, antibacterial activities were observed against Staphylococcus aureus4. Even though these scientific reports have highlighted the antimicrobial activities of D. caffra, studies to evaluate the potential therapeutic use of D. caffra fruit would extensively be necessary. Therefore, the current research aimed to assess various in vitro biological activities of D. caffra fruit extracts, including antiviral, antitumor and antibacterial and antifungal activities, with phytochemical characterization.

Material and methods

Plant sample and extraction process

Ripe fruits (500 g) were collected during Augustus 2020 from trees of D. caffra cultivated from a farm in Egypt. Identification of the plant was performed according to Venter et al.15 with further authentication achieved by Taxonomist. The collected fruits were washed to remove any dust, using a stream of running tap water and then pulped (skin and flesh) in an electric mixer for further extraction. Through a 1 mm sieve, the pulp was filtered to obtain smooth pulp without skin or fiber. The pulp juice (250 mL) was extracted with 250 mL methanol, and then concentrated using a rotary evaporator to obtain the dried extract at 50 °C. A voucher sample of D. caffra material (DC4432) was deposited in herbal collection of plant.

Chemical and reagents

All chemicals, reagents, solvents, buffers, and microbial growth media contents were obtained from Sigma-Aldrich, Saint Louis, MO, USA.

Gas chromatography–mass spectrometry (GC/MS) analysis of D. caffra fruit extract

The content of the D. caffra extract was analyzed by a gas chromatography (Thermo Scientific Corp., USA) mass spectrometry (ISQ Single Quadrupole Mass Spectrometer) GC–MS. Separate capillary column TR-5MS (30 m × 0.32 mm × 0.25 μm film thickness) was applied for analysis at 60 °C as starting temperature, then raised up to 240 °C, followed by increasing by 30 °C/min up to maximum temperature 290 °C, which was isothermally continuous about two minutes. Temperature was adjusted at 250 °C and 260 °C to protect the injector and MS transfer, respectively. At constant flow, the applied carrier (helium) featured high purity at an amount of 1 mL/min. After three minutes, the solvent was cut, and the diluted fruit extract (1 µL) was inoculated with an AS1300 autosampler linked to GC in a split manner. Electron ionization mass spectra was collected in full scan mode in the range of m/z 40–1000 by electron energy of 70 eV application. The phytoconstituents of fruit extracts were identified and compared to the available information in library mass spectra at the National Institute of Standards and Technology (NIST) via calculation of their mass spectra and retention time (RT)16.

High-performance liquid chromatography (HPLC) for flavonoid and phenolic content determination

HPLC (Series 1100, Agilent Technologies, USA) was used to detect flavonoids and phenolic acid compounds. Gradient was the mode of elution at run rate (1 mL/min). Wavelength monitoring was performed at 280 nm. The extracted fruit juice (50 mL) with 200 mL of methanol (80%) was filtered through a 0.22 µm syringe filter and injected (10 µL) into the HPLC (Column C18 Inertsil: 4.6 × 250 mm, 5 µm) with 0.1% phosphoric acid in water as a buffer and in methanol as mobile phase. Column temperature was set at 20 °C. Different standard stock solutions of phenolics and flavonoids in methanol were prepared and injected as mentioned for the fruit sample17.

Antimicrobial Activity of plant extract

D. caffra fruit extract was tested against some bacteria and fungi via disc diffusion method assay; two Gr+ve (Bacillus subtilis NRRL B-543 and Staphylococcus aureus ATCC 25923), and two Gr-ve bacteria (Proteus vulgaris ATCC 13315 and Escherichia coli ATCC 25922) were used; filamentous fungus Aspergillus fumigatus RCMB 002008 and unicellular fungus Candida albicans ATCC 1023118 were provided by Regional Center for Mycology and Biotechnology (RCMB), Al-Azhar University, Cairo, Egypt.

Under sterile conditions, discs (5 mm) of filter paper (Whatman No. 1) were loaded with 20 µg/disc of the dried methanolic extract. The discs were left for 2 h to complete dryness, placed on prepared bacterial seeded nutrient agar and fungal seeded yeast extract peptone dextrose (YEPD) agar media, and finally kept for 30 min in a refrigerator for appropriate diffusion of the extract. Then, the plates were incubated for 24 h at 37 °C for bacteria, 2 days for yeast at 30 °C, and 5 days for fungus at 30 °C. The inhibition zone (mm) around discs was measured to record the antimicrobial activity of the fruit extract. Antibiotic (gentamycin) and antifungal (ketoconazole) were used as positive controls. Discs were loaded with methanol, as the extracted solvent of plant samples was also used as a control.

Antiviral assay using Crystal Violet

The antiviral activity of the extract against human coronavirus 229E and H3N2 influenza was achieved by a cytopathogenic effect (CPE) inhibition assay that determined the antiviral effectiveness in cell culture systems. Human coronavirus HCoV 229E and Vero E6 cells from African green monkey kidney, and H3N2 virus and Madin-Darby canine kidney (MDCK) cells were provided by Nawah Scientific, Egypt. The cells were cultured in Dulbecco’s modified Eagle’s medium (DMEM) with 10% fetal bovine serum (FBS) and 0.1% antibiotic/antimycotic solution (Grand Island, New York, USA). Vero E6 and MDCK cells (2 × 104 cells/well) were cultured in a 96-well plate, containing Dulbecco's Modified Eagle Medium (DMEM) for 24 h prior to infecting with human coronavirus 229E and H3N2 influenza virus, respectively. Then, the DMEM was removed, and the cells were washed with phosphate-buffered saline (PBS). The crystal violet technique was applied to assess antiviral activity and cytotoxicity assays for human coronavirus 229E and H1N1 virus infectivity, which monitored the virus-induced CPE and allowed the cell viability (%) to be calculated19. A diluted virus suspension (0.1 mL) of each virus with a 50% cell culture infective dose (CCID50) from the virus stock was inoculated in mammalian cells (this quantity was selected to show the desired CPEs). To detect the effect of the extract, 0.01 mL of medium supplemented with different concentrations of the extract (0.1–1000 µg/mL) was used as cultivable of the cells. Control cells (noninfected and nondrug-treated cells) and virus controls (virus-infected and nondrug-treated cells) were included in the experiment. The culture plates were incubated for 72 h at 37 °C in 5% CO2. The developed cytopathic effect was examined by light microscopy. After a washing step with PBS, the cell monolayers were fixed and stained with crystal violet solution (0.03%) in ethanol (2%) and formalin (10%). After that, the optical density of individual wells was measured at 540/630 nm utilizing a spectrophotometer. Antiviral activity (%) was designed as mentioned previously20, giving from the following equation:

Antiviralactivity=ODCC-ODVCODT-ODVC×100

where ODCC is a control optical density of cell, ODVC is a control optical density of virus, and ODT is a test optical density. The 50% CPE inhibitory concentration (IC50) was calculated based on the obtained results. The selective index (SI) was also estimated as CC50/IC50. Prior to this assay, cytotoxicity was assayed, and the cells (2 × 104 cells/well) were seeded in a 96-well culture plate for 1 day. Then, medium containing different concentrations of the extract was added to the cells and incubated for 72 h before being detached, and the cells were washed with PBS. The next steps were approved in the same routine as designated for the assay of the antiviral activity above. Acyclovir as an antivirus was applied as a standard control.

Antioxidant activity

2,2-Diphenyl-1-picryl-hydrazyl-hydrate (DPPH) free radical analysis was performed to determine the antioxidant activity of the extract. Briefly, the reaction included the addition of 100 µL of 0.1% DPPH reagent in methanol to 100 µL of the extract in a microplate (96 wells), followed by incubation at 25 °C in the dark for 30 min. The developed reduction in DPPH color reduction intensity was recorded via a microplate reader FluoStar Omega at 540 nm21. Estimation of the activity of DPPH radical scavenging (%) was recorded using the following formula:

Activity\;of\;DPPH\;scavenging(%)=Blank\;absorbance-Extract\;absorbanceBlank\;absorbance×100

Fruit extracts were prepared to obtain final concentrations of 125–2000 µg/mL in DMSO to recognize a series inside which the inhibitory concentration 50% (IC50) lies. A stock solution of 40 µg/mL ascorbic acid as a standard was prepared in methanol at various dilutions (5, 10, 15, 20, 25, 30, 35 and 40 µg/mL).

Antitumor assay

Human liver cancer (HepG2) was provided by Nawah Scientific Inc. in (Cairo, Egypt). HepG2 cells were cultured in DMEM supplemented with antibiotics (penicillin; 100 units/mL and streptomycin; 100 mg/mL) and 10% heat-inactivated fetal bovine serum (FBS) in a humidified 5% (v/v) CO2 atmosphere at 37 °C. HepG2 cell viability was detected via a sulforhodamine B (SRB) assay. Briefly, the cell suspension (100 μL) containing 5 × 103 cells was cultured in 96-well plates containing medium treated with different levels of extract and incubated for 24 h. After exposing the cells to the treatments, the cells were fixed by substituting media with 150 μL of trichloroacetic acid (TCA) (10%) and preserved for 1 h at 4 °C, followed by TCA desiccant. After that, the cells were washed 5 times with distilled water. The solution of TCA was detached, and the cells were washed 4 times with distilled water. The cells were immersed in 70 μL of SRB solution (0.4% w/v) for 10 min in dark at 25 °C. Then, the plates were washed with 1% acetic acid 3 times and dried in air for 12 h. Dissolved protein-bound SRB staining was performed by the addition of 150 μL TRIS base solution (10 mM, pH 10.5), and the absorbance was measured at 540 nm using a BMG LABTECH®-FLUOstar Omega microplate reader (Ortenberg, Germany)22.

All experimental research and field studies were performed in accordance with the relevant international guidelines and regulations.

Molecular docking of chlorogenic acid with HCoV-229E and Proteus vulgaris

Computational approaches that ‘dock’ small molecules into the structures of macromolecular targets and ‘score’ their potential complementarity to binding sites are widely used in hit identification and lead optimization. The structural model was built using the BUILDER module of MOE, Optimization Conformational analyses of the built molecules were performed in a two-step procedure. First, these compounds were submitted to energy minimization tool using the included MOPAC 7.0, the geometry of the compounds was optimized using the semiemperical PM3 Hamiltonian with Restricted Hartree–Fock (RHF) and RMS gradient of 0.05 kcal/mol. Then, the obtained model was implemented to the ‘Systematic Conformational Search’ of the MOE. To rank the binding affinity of the compounds to (6U7H) and (1HZO) proteins the binding free energy and hydrogen bonds between the compounds and amino acid in to (6U7H) and (1HZO) were used. Evaluation of the hydrogen bonds were done by measuring the hydrogen bond length, in addition, RMSD of the co-crystal ligand position compared to the docking pose was used in ranking. Both RMSD as well as the mode of interaction of the native ligands within Cryo-EM structure of the HCoV-229E spike glycoprotein (6U7H) and Structure of class A cephalosporinase from Proteus vulgaris K1 (1HZO) receptor were used as standard docked model.

Statically analysis

The experiments were performed, and the data were calculated as the ± standard deviation means, using GraphPad Prism® (version 5.0) software to obtain the IC50 value of DPPH radical scavenging activity graphs.

Results and discussion

Phytochemical characterization

The extract was collected from yellow orange fruits at the ripe stage (Fig. 1). Kei apple fruits are hard and firm than their plum, and fruit color depends mainly on the ripeness of the raw materials23. The fruit produces extracts with a very acidic flavor that must be sweetened prior to ingestion. Phenolic and flavonoid content analysis by HPLC showed the existence of various compounds in Kei apple extract (Table 1 and Fig. 2). Chlorogenic acid was the main (2107.96 ± 0.07 µg/g) recognized phenolic compound in the extract, followed by catechin (168 ± 0.58 µg/g) and gallic acid (15.66 ± 0.02 µg/g) (Table 1). These results are in line with13, who reported the presence of chlorogenic acid at similar concentrations and found that chlorogenic acid was the predominant phenolic component of Kei apple fruit13. Chlorogenic acid was found in other fruits, such as pears, apples, vegetables, and green coffee beans24. Catechin was the second most abundant phenol of the whole fruit extract but not in the dried fruit13. Hydroxybenzoic acid (gallic acid) was also detected in the extract of the current study which is consistent with similar report where gallic acid was detected in Kei apple fruit extract at low concentrations25; however, gallic acid was not detected in some samples of Kei apple extracts26. Among the naturally detected products, apigenin and quercetin are important flavonoids, which exhibited potential anticancer activity27,28.

Figure 1.

Figure 1

Different parts of D. caffra tree with (A) leaves, stem, and spines (B) Fruit ripe, and (C) its extract.

Table 1.

Phenolic and flavonoid contents of D. caffra fruit extract.

Compound Concentration (µg/g)
Gallic acid 15.66 ± 0.02
Catechin 168 ± 0.58
Chlorogenic acid 2107.96 ± 0.07
Hesperidin 2.10 ± 0.2
Rutin 4.45 ± 0.10
Ellagic acid 1.82 ± 0.10
Quercetin 2.13 ± 0.10
kaempferol 2.02 ± 0.02
Apigenin 1.72 ± 0.02

Figure 2.

Figure 2

HPLC chromatogram detected of some phenolic and flavonoid contents of D. caffra fruit extract.

Further GC–MS analysis of the extract showed the presence of different compounds (Table 2 and Fig. 3), which possess some biological activities. Numerous compounds containing furan moieties are familiar structural styles in several products of natural origin, such as 3-Furaldehyde, 5-Methylfuran-2-Carbaldehyde, 2(5H)-Furanone, Furyl hydroxymethyl ketone and 2,4-Dihydroxy-2,5-dimethyl-3(2H)-furan-3-one. Anticancer activity was reported using methyl-5-(hydroxymethyl)-2-furan carboxylate and its derivatives against Vero cell HeLa and HepG2 lines29. Another study observed that the proliferation of bacteria was inhibited by furan compounds30. Levoglucosenone, sesquiterpene lactone (isochiapin B) and dotriacontane were recognized as constituents of Kei apple extract (Table 2), and their cytotoxic effects against hepatocarcinoma cell lines31, antioxidant activity32, and antibacterial and antiviral activities33 were documented.

Table 2.

Phyto-constituents of D. caffra fruit extract identified by GC/MS.

Phyto-constituent R.T.a Area % M.F.b M.W.c
3-Furaldehyde 7.32 0.62 C5H4O2 96
Acetic acid 9.09 2.38 C2H4O2 60
á-Alanine 9.28 0.29 C3H7NO2 89
5-Methylfuran-2-Carbaldehyde 9.50 2.08 C6H6O2 110
Methyl 6-oxoheptanoate 10.15 0.45 C8H14O3 158
2(5H)-Furanone 10.74 1.16 C4H4O2 84
Hexadecanoic Acid 10.86 0.25 C16H32O2 256
7-Nonynoic acid 10.99 0.28 C9H14O2 154
2,4-Dihydroxy-2,5-dimethyl-3(2H)-furan-3-one 11.49 3.99 C6H8O4 144
1,5-Dinitroso-1,5-Diazocane 11.72 0.25 C6H12N4O2 172
4-Amino-1,5-pentandioic acid 12.52 0.75 C7H13NO4 175
Orcinol 12.98 0.95 C7H8O2 124
Furyl hydroxymethyl ketone 13.26 6.62 C6H6O3 126
Levoglucosenone 13.70 0.61 C6H6O3 126
Butanedioic acid, hydroxy-, dimethyl ester 13.87 1.39 C6H10O5 162
Methyl 2,4-Heptadienoate 14.48 1.29 C8H12O2 140
2-Butenedioic acid (E)-, monomethyl ester 15.09 2.76 C5H6O4 130
4-Methoxy-4-oxo-2-butenoic acid 15.21 2.62 C5H6O4 130
2-Butenedioic acid (Z)-, monomethyl ester 15.64 4.09 C5H6O4 130
5-Amino-1-benzoyl-1H-pyrazole-3,4-dicarbonitrile 15.97 0.41 C12H7N5O 237
Melezitose 16.30 0.51 C18H32O16 504
9,12-Octadecadienoyl chloride, (Z,Z)- 17.97 0.62 C18H31ClO 298
5-Hydroxymethylfurfural 18.74 0.68 C6H6O3 126
Cholestan-3-ol, 2-methylene-, (3á,5à)- 18.87 0.59 C28H48O 400
Tetradecanoic acid, 2-hydroxy 20.52 0.36 C10H18O2 170
Nerolidol-Epoxyacetate 21.00 0.60 C17H28O4 296
Pogostole 21.90 5.28 C15H26O 222
1-Isopropyl-4,8-dimethylspiro [4.5] dec-8-en-7-one 22.16 2.99 C15H24O 220
à-Kessyl acetate 22.68 0.54 C17H28O3 280
1-Heptatriacotanol 22.96 2.08 C37H76O 536
2-Aminoethanethiol hydrogen sulfate (ester) 23.87 1.53 C2H7NO3S2 157
1,2-Benzenedicarboxylic acid, diethyl ester 24.03 1.28 C12H14O4 222
2,3-Dimethoxy-5-methyl-6-dekaisoprenyl-chinon 24.51 0.42 C59H90O4 862
1-Heptatriacotanol 24.63 0.38 C37H76O 536
1-(4-Isopropylphenyl)-2-Methylpropyl Acetate 25.65 2.43 C15H22O2 234
1-Heptatriacotanol 26.12 2.08 C37H76O 536
Tert-Hexadecanethiol 0.89 0.89 C16H34S 258
Isochiapin B 26.58 0.40 C19H22O6 346
17-Hydroxy-1,17-Dimethylandrostan-3-ONE 26.97 0.29 C21H34O2 318
1,25-Dihydroxyvitamin D3, TMS derivative 27.39 1.26 C30H52O3Si 488
2-Acetyl-3-(2-Cinnamido) Ethyl-7-Methoxyindole 27.88 0.46 C22H22N2O3 362
Dotriacontane 28.22 0.39 C32H66 450
Ethyl iso-allocholate 28.29 0.16 C26H44O5 350
17-Octadecynoic acid 28.46 2.89 C18H32O2 280
Quinindoline 28.97 2.30 C18H14N2 258

aRetention time (R.T).

bMolecular formula (M.F.).

cMolecular weight (M.W).

Figure 3.

Figure 3

GC/MS chromatogram analysis of D. caffra fruits extract.

In line with previous report, quinindoline exhibited numerous pharmaceutical applications, including anticancer, antiarrhythmic, antimalarial, antimicrobial, antioxidant, and astringent activities34. In the current study, nonynoic acid was detected in Kei apple extract (Table 2). Nonynoic acids have high fungistatic properties and have shown broad spectrum activity against Gram negative and positive bacteria35. Similarly, tert-hexadecanthiol (Table 2) plays an important role in antibacterial and antioxidant activities36. The active metabolite of vitamin D (1,25-dihydroxyvitamin D3) was also detected in D. caffra fruit extract.

Antioxidant activity

Most food technology depends on the use of synthetic antioxidants; nevertheless, there is public pressure to alternate these synthetic molecules by searching for an organic alterative. The antioxidant ability of D. caffra extract in vitro was carried out to scavenge free radicals 2,2‐di(4‐tert‐octylphenyl)‐1‐picrylhydrazyl radical (DPPH). Given its antioxidant activity (Fig. 4a), the D. caffra extract showed antioxidant activity which enhanced with high concentration from 125 µg/mL to 2000 µg/mL, and DPPH scavenging % inhibition was16.46–79.25, respectively. However, the IC50 (728.20 ± 1.04 µg/mL) of the D. caffra extract was higher than the IC50 (13.87 ± 1.4 µg/mL) of ascorbic acid as a synthetic antioxidant (Fig. 4b). These findings are a vital stage in providing scientific evidence of the validation of natural ingredients with promising therapeutic benefits. The antioxidant properties of D. caffra extracts are highly connected to their constituents such as quercetin, chlorogenic acid and apigenin that detected by HPLC. These constituents may use to overcome the oxidative and inflammatory stresses. As mentioned previously, antioxidant activity would also be due to attendance of Tert-hexadecanethiol that was detected in D. caffra fruits36.

Figure 4.

Figure 4

(a) Antioxidant activity of D. caffra fruit extract. (b) Antioxidant activity of ascorbic acid as standard positive.

A similar trend was reported by Taher et al.13, where they noted that fruit of Kei apples had main antioxidants due to the occurrence of high contents of polyphenolic and ascorbic acids. Antioxidant activity of D. caffra fruits was attributed to the existence of amino acids23.

Anticancer activity

The lower concentrations of the extract (0.1–10 µg/mL) exhibited very weak anticancer activity against HepG2 cells, evidenced by 90% viability (Fig. 5). D. caffra extract at has relatively cytotoxicity that positively associated with concentration, 100 µg/mL lead to 89% viability while 1000 µg/mL, reaching 41.10% viability. The current results are partially in good agreement with earlier literatures, showing the in vitro anticancer activity of D. caffra branches against colon (HCT-116), breast (MCF-7), lung (A-549) and hepatocellular (HepG2) carcinomas37. HepG2 cell lines exposed to the extract showed morphological changes in a concentration-dependent manner. HepG2 cells exposed to 0.1-10 μg/mL exhibited no morphological changes while at 100 μg/mL, cells loss their adhesion capacity. At high concentration (1000 μg/mL), in addition to loss of cell adhesion capability, most of the cells shrank and abnormal morphology (the presence of rich cytoplasmic vacuoles) was observed, (Fig. 6).

Figure 5.

Figure 5

Cytotoxicity of D. caffra fruit extract against HepG2.

Figure 6.

Figure 6

Morphological alteration of treated HepG2 by different concentration of D. caffra fruit extract. (a) control; (b) 0.1 µg; (c) 1 µg, (d) 10 µg; (e) 100 µg; (f) 1000 µg.

Antibacterial and antifungal activities

Extracts of Kei apple fruit showed potential antibacterial activity with potency against gram-negative bacteria (E. coli and P. vulgaris) compared to gram-positive species (S. aureus and B. subtilis) (Table 3). The antimicrobial activity was compared against gentamicin, where the extract produced a large zone of inhibition, similar to gentamicin against Proteus vulgaris. The world health organization listed gram-negative bacteria, including E. coli at the top of antibiotic-resistant organisms, which required immediate action. The results of the current study suggest the potential use of Kei apple fruit extract as a narrow spectrum antimicrobial agent for gram-negative bacteria, although more bacteria and further risk assessment is needed. Moderate antibacterial potential toward S. aureus, Streptococcus faecalis, Klebsiella pneumonia, Pseudomonas aeruginosa and Streptococcus pyogenes was documented in vitro38. On the other hand, the antifungal activity test showed weak activity against the unicellular fungus Candida albicans ATCC 10231 and showed no activity against the filamentous fungus Aspergillus fumigatus (Table 3). Although few scientific studies have focused on the antimicrobial activity of natural extracts from D. caffra, our study indicates the possible use of extracts as antimicrobial agents.

Table 3.

Antimicrobial activity of D. caffra fruit extract against clinically important pathogens including fungi, Gram positive and negative bacteria.

Tested microorganisms Inhibition zone (mm)
Extract (100 µl) Controla
Fungi
A. fumigatus (RCMB 002008) 0.0 17
C. albicans ATCC 10231 10 20
Gr+ve bacteria
S. aureus ATCC 25923 15 24
B. subtilis NRRL B-543 13 26
Gr−ve bacteria
E. coli ATCC 25922 22 30
P. vulgaris ATCC 13315 24 25

aPositive control Ketoconazole for fungi and Gentamycin for bacteria. The test was done using the diffusion agar technique, well diameter: 6.0 mm (100 µl was tested).

Antiviral activity

The cytotoxic concentration (CC50) of the extract was 748 µg/mL, and the IC50 was 71.92 µg/mL and selective index was 10.4, (Table 4 and Fig. 7). This indicating mild antiviral activity against human coronavirus and further experiments can be done to improve its anti-coronaviruses activity. It is commonly known that when IC50 concentration is below CC50 concentration, this would mean that the virus will be killed before causing damage to host cells and they will not suffer any adverse effects if treated with the extracts. On the other hand, D. caffra extract showed no antiviral activity against human H3N2, with an IC50 (177.33 µg/mL) greater than the CC50 (118.56 µg/mL), in addition to a selective index of 0.67 (Table 4 and Fig. 8). There are no reports of D. caffra fruits against viruses, although some fruit extract have demonstrated antiviral activity39. Heyman et al.40 mentioned that satisfactory evidence about the viricidal potential of natural products has been documented over the years and has still been discovered in numerous species of plants40. The HPLC analysis revealed that the chlorogenic acid was the main detected ingredient of the D. caffra fruit extract, and the useful activity of these acids was reported against herpes simplex viruses (HSV), but not against human immunodeficiency virus (HIV)41.

Table 4.

Antiviral activity of D. caffra fruits extract against Human coronavirus 229E and human H3N2.

Treatment extract Virus CC50 (µg/ml) IC50 (µg/ml) *SI
D. caffra fruits Human coronavirus 229E 748.41 71.92 10.4
Acyclovir 396.61 22.79 17.4
D. caffra fruits Human H3N2 118.56 177.33 0.67
Acyclovir 51.20 6.75 7.58

Figure 7.

Figure 7

Effect of D. caffra fruits extract on Coronavirus 229E with Acyclovir as a positive control.

Figure 8.

Figure 8

Effect of D. caffra fruits extract on human H3N2 with Acyclovir as a positive control.

Molecular docking of chlorogenic acid with HCoV-229E and Proteus vulgaris

Chlorogenic acid was the main detected constituent in D. caffra fruit extract as well as its biological activities was selected to study the molecular docking with HCoV-229E and Proteus vulgaris. Molecular docking has been applied to chlorogenic acid with Cryo-EM structure of the HCoV-229E spike glycoprotein (6U7H) and structure of class A cephalosporinase from Proteus vulgaris K1 (1HZO) as showed (Fig. 9), which were chosen from the literature, to investigate the binding mode and the conformation structure that contributes to the interaction between the proteins and the ligand as. Molecular docking is a kind of bioinformatic modelling which involves the interaction of two or more molecules to give the stable adduct. Depending upon binding properties of ligand and target42. Molecular docking generates different possible adduct structures that are ranked and grouped together using scoring function in the software. As well as in the mechanistic study by placing a molecule (ligand) into the preferred binding site of the target specific region of the DNA/protein (receptor) mainly in a non-covalent fashion to form a stable complex of potential efficacy and more specificity43. The information obtained from the docking technique can be used to suggest the binding energy, free energy and stability of ligand. At present, docking technique is utilized to predict the tentative binding parameters of ligand-receptor complex beforehand. The hydrogen bonds formed between the receptors and the chlorogenic acid were used to rank the binding affinity and were presented as the free binding energy (S, kcal/mol). Chlorogenic acid showed the highest docking score of − 6.9689 kcal/mol with (6U7H) which is higher than that of the other protein (1HZO) with − 6.5072 kcal/mol. Tables 5 and 6 reveal the following results: chlorogenic acid have a higher negative score of free binding energy with both proteins (6U7H) and (1HZO), indicating the applicability of chlorogenic acid by encouraging antivirus and antibacterial drugs that could help medicinal chemists and pharmaceuticals further design and synthesize more effective drug candidates. The HCoV-229E protein (6U7H) interacted via amino acid pocket molecules with O 41and O 17 by donating their H atoms or accepting H atoms through O ALA 710 and NH2 ARG 689 receptors. The interaction with Proteus vulgaris protein (1HZO) formed one hydrogen donor atom between O19 in ligand and ASP 176 amino acid receptor, in addition to the two hydrogen acceptor interaction between O17 and O23 atoms in ligand and GLY 175 and ARG65 amino acids receptors, respectively. The DFT-optimized structures of the chlorogenic acid were used to generate the best five binding poses with flexible molecules rotation as shown in Tables 7 and 8.

Figure 9.

Figure 9

Docking interactions of chlorogenic acid and active sites of 6U7H and 1HZO protein proteins.

Table 5.

Chlorogenic acid interaction with 6U7H protein.

Chlorogenic acid Receptor Interaction Distance E (kcal/mol)
O 41 O ALA 710 (A) H-donor 3.01 − 1.3
O 17 NH2 ARG 689 (A) H-acceptor 2.99 − 2.9

Table 6.

Chlorogenic acid interaction with 1HZO protein.

Chlorogenic acid Receptor Interaction Distance E (kcal/mol)
O 19 O ASP 176 (A) H-donor 2.91 − 0.6
O 17 N GLY 175 (A) H-acceptor 2.90 − 2.0
O 23 N ARG 65 (A) H-acceptor 3.00 − 2.9

Table 7.

Docking score and energies of chlorogenic acid with 6U7H receptors.

Mol mseq S rmsd_refne E_conf E_place E_score1 E_refne E_score2
graphic file with name 41598_2022_9993_Figa_HTML.gif 1 − 6.9689 1.3119 − 3.7118 − 102.5658 − 11.4025 − 41.9138 − 6.9689
graphic file with name 41598_2022_9993_Figb_HTML.gif 1 − 6.8187 2.3957 − 10.5703 − 83.9046 − 11.9740 − 41.2830 − 6.8187
graphic file with name 41598_2022_9993_Figc_HTML.gif 1 − 6.7687 1.7142 − 13.5838 − 82.7499 − 11.8091 − 36.1343 − 6.7687
graphic file with name 41598_2022_9993_Figd_HTML.gif 1 − 6.6799 1.8245 − 11.4598 − 78.5136 − 11.8723 − 37.9954 − 6.6799
graphic file with name 41598_2022_9993_Fige_HTML.gif 1 − 6.6611 1.2779 − 14.0470 − 86.4123 − 11.6929 − 39.1225 − 6.6611

Table 8.

Docking score and energies of chlorogenic acid with 1HZO receptors.

Mol mseq S rmsd_refne E_conf E_place E_score1 E_refne E_score2
graphic file with name 41598_2022_9993_Figf_HTML.gif 1 − 6.5072 1.4780 − 14.4617 − 91.6791 − 11.7837 − 36.4847 − 6.5072
graphic file with name 41598_2022_9993_Figg_HTML.gif 1 − 6.4053 1.0339 − 14.1381 − 94.8616 − 11.4590 − 33.3535 − 6.4053
graphic file with name 41598_2022_9993_Figh_HTML.gif 1 − 6.4011 1.5723 − 14.1350 − 65.5731 − 13.4136 − 33.3605 − 6.4011
graphic file with name 41598_2022_9993_Figi_HTML.gif 1 − 6.3808 1.7736 − 8.9460 − 97.8223 − 12.4328 − 31.6119 − 6.3808
graphic file with name 41598_2022_9993_Figj_HTML.gif 1 − 6.3475 1.3461 − 13.5739 − 81.7388 − 11.5236 − 31.7171 − 6.3475

Conclusion

In the present work, we reported the identification of various phytoconstituents in Kei apple fruit by using both GC–MS and HPLC techniques. Chlorogenic acid and catechin were the main identified compounds together with furyl hydroxymethyl ketone, pogostole, and 2-Butenedioic acid (Z)-, monomethyl ester. The tested juice extract was able to inhibit the growth of four bacterial strains (S. aureus, B. subtilis, E. coli, P. vulgaris) and one yeast (C. albicans). Moreover, Kei apple methanolic extract was active against human coronavirus 229E and exhibited antioxidant and anticancer activities. These findings highlighted the beneficial use of D. caffra fruit extract as source of bioactive compounds to be used as an alternative therapeutically agent. Energy scores of the molecular docking of chlorogenic acid with HCoV-229E spike glycoprotein (6U7H) and A cephalosporinase of Proteus vulgaris K1 (1HZO) receptor results in excellent synchronization with the experimental findings.

Acknowledgements

All authors thank Nawah Scientific Inc., Cairo, Egypt for providing the cell lines; Regional Center for Mycology and Biotechnology (RCMB), Al-Azhar University, Cairo, Egypt for providing some bacteria and fungi; Prof. Marei A. Hamed, from the Faculty of Science et al.-Azhar University in Egypt for his contribution in the identification of plant.

Abbreviations

RCMB

Al-Azhar University at Regional center for mycology and biotechnology

CC50

Cytotoxic concentration

GC/MS

Gas chromatography/mass spectrometry

HPLC

High-performance liquid chromatography

CPE

Cytopathogenic effect

NIST

National Institute of Standards and Technology

DMEM

Dulbecco’s modified Eagle’s medium

Gr + ve

Gram positive

Gr-ve

Gram negative

FBS

Fetal bovine serum

TCA

Trichloroacetic acid

YEPD

Yeast extract peptone dextrose

IC50

Inhibitory concentration 50%

CCID50

50% Cell culture infective dose

SI

Selective index

PBS

Phosphate-buffered saline

ODCC

Control optical density of cell

ODVC

Control optical density of virus

ODT

Test optical density

DPPH

2-Diphenyl-1-picryl-hydrazyl-hydrate

Author contributions

H.Q.: Conceived, designed, carried out some of the experiments, review and editing. R.Y.: carried out some experiments and wrote the first draft of the manuscript. M.M.B.: Designed some experiments, formal analysis and edited the manuscript. A.S.B.: Helped in some cell culture experiments, review and editing. S.Q:. Designed some experiments and wrote the paper, review and editing. A.F.S.: Conceived and designed the experiments; Analyzed and interpreted the data. A.T.M.: Carried out some experiments, wrote the paper, review and editing. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

Data availability

All data that support the findings of this study are available within the article.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Cheek M, Ngolan R. A reassessment of the Dovyalis spinosissima (Flacourtiaceae-Salicaceae) Complex in Africa, with a new species from Cameroon. Kew. Bull. 2006;61:595–600. [Google Scholar]
  • 2.Waweru DM, Arimi JM, Marete E, Jacquier J-C, Harbourne N. Current status of utilization and potential of Dovyalis caffra fruit: Major focus on Kenya—A review. Sci. Afr. 2022 doi: 10.1016/j.sciaf.2022.e01097. [DOI] [Google Scholar]
  • 3.Palgrave K. Palgrave's Trees of Southern Africa. 3. Struik Nature; 2015. [Google Scholar]
  • 4.Aremu AO, Ncama K, Omotayo AO. Ethnobotanical uses, biological activities and chemical properties of Kei-apple [Dovyalis caffra (Hook.f. & Harv.) Sim]: An indigenous fruit tree of southern Africa. J. Ethnopharmacol. 2019;241:111963. doi: 10.1016/j.jep.2019.111963. [DOI] [PubMed] [Google Scholar]
  • 5.Omotayo A, Ncama K, Aremu A. Exploring the diverse potential of underutilized Kei-Apple [Dovyalis caffra (Hook.f. & Harv.) Sim]: A multi-purpose fruit tree. Human Ecol. 2019 doi: 10.1007/s10745-019-00093-9. [DOI] [PubMed] [Google Scholar]
  • 6.Siddiqui M, Rajkumar SV. The high cost of cancer drugs and what we can do about it. Mayo Clin. Proc. 2012;87:935–943. doi: 10.1016/j.mayocp.2012.07.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Garcia-Oliveira P, et al. Status and challenges of plant-anticancer compounds in cancer treatment. Pharmaceuticals. 2021;14:157. doi: 10.3390/ph14020157. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Tanwar J, Das S, Fatima Z, Hameed S. Multidrug resistance: An emerging crisis. Interdiscip. Perspect. Infect. Diseases. 2014;2014:541340. doi: 10.1155/2014/541340. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Sevindik M, Akgül H, Pehlivan M, Selamoglu Z. Determination of therapeutic potential of Mentha longifolia ssp. longifolia. Fresenius Environ. Bull. 2017;26:4757–4763. [Google Scholar]
  • 10.Mohammed FS, Gunal S, Pehlivan M, Dogan M, Sevindik M, Akgul H. Phenolic content, antioxidant and antimicrobial potential of endemic ferulago platycarpa. Gazi Univ. J. Sci. 2020;33:670–677. doi: 10.35378/gujs.707555. [DOI] [Google Scholar]
  • 11.Abdelghany TM, Bakri MM, Ganash M, Amin BH, Qanash H. Effect of Thevetia peruviana seeds extract for microbial pathogens and cancer control. Int. J. Pharmacol. 2021;17:643–655. doi: 10.3923/ijp.2021.643.655. [DOI] [Google Scholar]
  • 12.Nitcheu Ngemakwe PH, Remize F, Thaoge ML, Sivakumar D. Phytochemical and nutritional properties of underutilised fruits in the southern African region. S. Afr. J. Bot. 2017;113:137–149. doi: 10.1016/j.sajb.2017.08.006. [DOI] [Google Scholar]
  • 13.Taher MA, Tadros LK, Dawood DH. Phytochemical constituents, antioxidant activity and safety evaluation of Kei-apple fruit (Dovyalis caffra) Food Chem. 2018;265:144–151. doi: 10.1016/j.foodchem.2018.05.099. [DOI] [PubMed] [Google Scholar]
  • 14.El-Zaher EHF, El-Tatawy MY. Inhibitory activity of the Dovyalis coffra fruit juice against Candida albicans, Malassezia furfur and Microsporum canis. Int. J. Agric. Environ. Biotechnol. 2009;2:394–401. [Google Scholar]
  • 15.Venter FVJ-A. Making the Most of Indigenous Trees. 3. Briza Publications; 2015. [Google Scholar]
  • 16.Abdelghany TM, Eman MT, El-Sheikh HH. Efficacy of fungal rust disease on willow plant in Egypt. Aust. J. Basic Appl. Sci. 2009;3:1527–1539. [Google Scholar]
  • 17.Mizzi L, Chatzitzika C, Gatt R, Valdramidis V. HPLC analysis of phenolic compounds and flavonoids with overlapping peaks. Food Technol. Biotechnol. 2020;58:12–19. doi: 10.17113/ftb.58.01.20.6395. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Abdelghany TM. Stachybotrys chartarum: A novel biological agent for the extracellular synthesis of silver nanoparticles and their antimicrobial activity. Indonesian J. Biotechnol. 2013 doi: 10.22146/ijbiotech.7871. [DOI] [Google Scholar]
  • 19.Schmidtke M, Schnittler U, Jahn B, Dahse H, Stelzner A. A rapid assay for evaluation of antiviral activity against coxsackie virus B3, influenza virus A, and herpes simplex virus type 1. J. Virol. Methods. 2001;95:133–143. doi: 10.1016/s0166-0934(01)00305-6. [DOI] [PubMed] [Google Scholar]
  • 20.Pauwels R, et al. Rapid and automated tetrazolium-based colorimetric assay for the detection of anti-HIV compounds. J. Virol. Methods. 1988;20:309–321. doi: 10.1016/0166-0934(88)90134-6. [DOI] [PubMed] [Google Scholar]
  • 21.Raïnatou B, Touria L, Marius L, Dubois J, Guissou IP. DPPH free radical scavenging activity of two extracts from Agelanthus dodoneifolius (Loranthaceae) leaves. Int. J. Toxicol. Pharmacol. Res. 2016;8:29–34. [Google Scholar]
  • 22.Abdel Ghany TM, Ganash M, Alawlaqi MM, Al-Rajhi AMH. Antioxidant, antitumor, antimicrobial activities evaluation of Musa paradisiaca L. pseudostem exudate cultivated in Saudi Arabia. BioNanoScience. 2019;9:172–178. doi: 10.1007/s12668-018-0580-x. [DOI] [Google Scholar]
  • 23.Augustyn WA, et al. A preliminary study on the chemical characteristics of Kei apple (Dovyalis caffra), an undervalued South African fruit. S. Afr. J. Bot. 2018;117:268–275. doi: 10.1016/j.sajb.2018.05.032. [DOI] [Google Scholar]
  • 24.Gore M-J., Development of a functional beverage from the Kei apple fruit Dovyalis caffra B.Sc. thesis, Potchefstroom: North-West University, (2005).
  • 25.Loots DT, van der Westhuizen FH, Jerling J. Polyphenol composition and antioxidant activity of Kei-apple (Dovyalis caffra) juice. J. Agric. Food Chem. 2006;54:1271–1276. doi: 10.1021/jf052697j. [DOI] [PubMed] [Google Scholar]
  • 26.Mpai S, du Preez R, Sultanbawa Y, Sivakumar D. Phytochemicals and nutritional composition in accessions of Kei-apple (Dovyalis caffra): Southern African indigenous fruit. Food Chem. 2018;253:37–45. doi: 10.1016/j.foodchem.2018.01.099. [DOI] [PubMed] [Google Scholar]
  • 27.Salehi B, et al. The therapeutic potential of apigenin. Int. J. Mol. Sci. 2019;20:1305. doi: 10.3390/ijms20061305. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Shendge AK, Chaudhuri D, Basu T, Mandal N. A natural flavonoid, apigenin isolated from Clerodendrum viscosum leaves, induces G2/M phase cell cycle arrest and apoptosis in MCF-7 cells through the regulation of p53 and caspase-cascade pathway. Clin. Transl. Oncol. 2021;23:718–730. doi: 10.1007/s12094-020-02461-0. [DOI] [PubMed] [Google Scholar]
  • 29.Phutdhawong WIS, Taechowisan T, Phutdhawong WS. Synthesis and biological activity studies of methyl-5-(hydroxymethyl)-2-furan carboxylate and derivatives. Orient. J. Chem. 2019;35:1080–1085. doi: 10.13005/ojc/350322. [DOI] [Google Scholar]
  • 30.Lam-Gutiérrez AA-T, Garrido-Ramírez ER, Gutiérrez-Miceli FA, Montes-Molina JA, Lagunas-Rivera S, Ruíz-Valdiviezo VM. Phytochemical profile of methanolic extracts from Chilca (Baccharis glutinosa) roots and its activity against Aspergillus ochraceus and Fusarium moniliforme. J. Environ. Biol. 2019;40:302–308. doi: 10.22438/jeb/40/3/MRN-933. [DOI] [Google Scholar]
  • 31.Giri GF, Danielli M, Marinelli RA, Spanevello RA. Cytotoxic effect of levoglucosenone and related derivatives against human hepatocarcinoma cell lines. Bioorg. Med. Chem. Lett. 2016;26:3955–3957. doi: 10.1016/j.bmcl.2016.07.007. [DOI] [PubMed] [Google Scholar]
  • 32.Espinoza RV, et al. Antioxidant activity and GC-MS profile of Conyza bonariensis L. leaves extract and fractions. Revista Facultad Nacional de Agronomía Medellín. 2020;73:9305–9313. doi: 10.15446/rfnam.v73n3.81452. [DOI] [Google Scholar]
  • 33.Nithya TG, Raghunathan MG. Phytochemical, antibacterial and GC MS analysis of a floating fern Salvinia molesta D. S. Mitchell (1972) Int. J. PharmTech Res. 2020;8:85–90. [Google Scholar]
  • 34.Uzor PF. Alkaloids from plants with antimalarial activity: A review of recent studies. Evidence-Based Complement. Alternative Med. 2020;2020:8749083. doi: 10.1155/2020/8749083. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Hwang TY, Huh CK. Isolation and identification of antimicrobial substances from Korean Lettuce (Youngia sonchifolia M.) Food Sci. Biotechnol. 2018;27:789–797. doi: 10.1007/s10068-018-0315-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Sivakumar SR. GC-MS analysis and antibacterial potential of white crystalline solid from red algae Portieria hornemannii against the plant pathogenic bacteria Xanthomnas axonopodis pv. citri (Hasse) Vauterin et al. and Xanthomonas campestris pv. malvacearum (smith 1901) dye 1978b. Int. J. Adv. Res. 2014;2:174–183. [Google Scholar]
  • 37.Moustafa SMA, Bassem MM, Gamila MW, Marwa MM. Cytotoxicity against four cell lines of human cancer by the fractionated extract of Dovyalis caffra, exhibiting high oxylipin signature, and by jasmine oil. World J. Pharm. Sci. 2015;3:580–587. [Google Scholar]
  • 38.Basile A, et al. Antibacterial activity in Actinidia chinensis, Feijoa sellowiana and Aberia caffra. Int. J. Antimicrob. Agents. 1997;8:199–203. doi: 10.1016/s0924-8579(97)00376-2. [DOI] [PubMed] [Google Scholar]
  • 39.Li Y, et al. Bioactivities and health benefits of wild fruits. Int. J. Mol. Sci. 2016;17:1258. doi: 10.3390/ijms17081258. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Heyman HM, et al. Identification of anti-HIV active dicaffeoylquinic- and tricaffeoylquinic acids in Helichrysum populifolium by NMR-based metabolomic guided fractionation. Fitoterapia. 2015;103:155–164. doi: 10.1016/j.fitote.2015.03.024. [DOI] [PubMed] [Google Scholar]
  • 41.Prinsloo G, Marokane CK, Street RA. Anti-HIV activity of southern African plants: Current developments, phytochemistry and future research. J. Ethnopharmacol. 2018;210:133–155. doi: 10.1016/j.jep.2017.08.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Kitchen DB, Decornez H, Furr JR, Bajorath J. Docking and scoring in virtual screening for drug discovery: Methods and applications. Nat Rev Drug Discov. 2004;3:935–949. doi: 10.1038/nrd1549. [DOI] [PubMed] [Google Scholar]
  • 43.Jain AN. Scoring functions for protein-ligand docking. Curr. Protein Pept. Sci. 2006;7:407–420. doi: 10.2174/138920306778559395. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All data that support the findings of this study are available within the article.


Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES