- Research
- Open access
- Published:
Antibacterial activities of the methanol extracts of seven Cameroonian dietary plants against bacteria expressing MDR phenotypes
SpringerPlus volume 2, Article number: 363 (2013)
Abstract
The morbidity and mortality caused by bacterial infections significantly increased with resistance to commonly used antibiotics. This is partially due to the activation of efflux pumps in Gram-negative bacteria. The present work designed to assess the in vitro antibacterial activities of seven Cameroonian dietary plants (Sesamum indicum, Sesamum radiatum, Cinnamomum zeylanicum, Corchous olitorius, Cyperus esculentus, Adansonia digitata, Aframomum kayserianum), against multidrug resistant (MDR) Gram-negative bacteria over expressing active efflux pumps. The standard phytochemical methods were used to detect the main classes of secondary metabolites in the extracts. The antibacterial activities of the studied extracts in the absence or presence of an efflux pump inhibitor (PAβN) were evaluated using liquid microbroth dilution method. The results obtained indicated that apart from the extract of C. esculentus, all other samples contained alkaloids, phenols and polyphenols meanwhile other classes of chemicals were selectively present. The studied extracts displayed antibacterial activities with minimal inhibitory concentrations (MICs) values ranged from 64 to 1024 μg/mL on the majority of the 27 tested microbial strains. The extract of S. indicum was active against 77.77% of the tested microorganisms whilst the lowest MIC value (64 μg/mL) was recorded with that of A. kayserianum against E. aerogenes EA294. The results of the present work provide baseline information on the possible used of the tested Cameroonian dietary plants in the treatment of bacterial infections including multi-drug resistant phenotypes.
Introduction
The continuous emergence of multidrug-resistant (MDR) bacteria drastically reduces the efficacy of our antibiotic armory, and consequently increases the frequency of therapeutic failure Falagas and Bliziotis (2007). The resistance of bacteria to chemically unrelated antimicrobial agents may be associated with the over-expression of efflux pumps (Poole 2004 Li and Nikaido 2009). In Gram-negative bacteria, many of these efflux pumps belong to the resistance-nodulation-cell division (RND) family of tripartite efflux pumps. Among those efflux pumps, those belonging to the AcrAB-TolC family are detected in many clinical bacterial isolates and are reported to be a key factor in the expression of the MDR phenotypes (Mallea et al. 2003; Lomovskaya et al. 2004). This efflux pumps mechanism can be blocked by various inhibitors which restore the intracellular concentration as well as the activities of the antibiotics (Chollet et al. 2004; Pagès and Amaral 2009). The scarcity of original synthetic antibiotics has stimulated the search for new antibacterial agents from medicinal plants. This explains our endeavor to evaluate in vitro the antibacterial activities of Cameroonian dietary plants namely the beans of Sesamum indicum, the stem and leaves of Sesamum radiatum, Corchous olitorius and Cyperus esculentus, the bark of Cinnamomum zeylanicum, the fruits of Adansonia digitata and Aframomum kayserianum against Gram-negative bacteria expressing MDR phenotypes. The role of efflux pumps in the activity of our plants extracts was also investigated using a previously described efflux pump inhibitor.
Material and methods
Plant materials and extraction
The seven edible plants used in this work were purchased from Bafoussam local market, West Region of Cameroon in January 2012. The collected plant samples were the beans of Sesamum indicum, the stem and leaves of Sesamum radiatum, Corchous olitorius and Cyperus esculentus, the bark of Cinnamomum zeylanicum, the fruits of Adansonia digitata and Aframomum kayserianum. The plants were further identified at the National Herbarium (Yaoundé, Cameroon) where voucher specimens were deposited under a reference number (Table 1). The powdered air-dried sample from each plant was extracted with methanol for 48 h at room temperature. The extract was then concentrated under reduced pressure to give a residue that constituted the crude extract. They were then kept under 4°C until further use.
Preliminary phytochemical investigations
The presence of major secondary metabolite classes, namely, alkaloids, flavonoids, phenols, saponins, tannins, anthocyanins, anthraquinones, sterol, and triterpenes (Table 2) was determined using common phytochemical methods Harbone (1973).
Bacteria strains and culture media
The studied microorganisms included references (from the American Type Culture Collection) and clinical (Laboratory collection) strains of Escherichia coli, Enterobacter aerogenes, Providencia stuartii, Pseudomonas aeruginosa, Klebsiella pneumoniae, and Enterobacter cloacae (Table 2). They were maintained on agar slant at 4°C and sub-cultured on a fresh appropriate agar plates 24 h prior to any antimicrobial test. Mueller Hinton Agar (MHA) was used for the activation of bacteria and the Mueller Hinton Broth (MHB) was used for the MIC determinations.
Bacterial susceptibility determinations
The respective MICs of samples on the studied bacteria were determined by using rapid INT colorimetric assay Mativandlela et al. (2006). Briefly, the test samples were first dissolved in DMSO/MHB. The solution obtained was then added to MHB, and serially diluted two fold (in a 96-well microplate). One hundred microlitres (100 μL) of inoculum (1.5 × 106 CFU/mL) prepared in MHB was then added. The plates were covered with a sterile plate sealer, then agitated to mix the contents of the wells using a shaker and incubated at 37°C for 18 hrs. Wells containing MHB, 100 μL of inoculum and DMSO at a final concentration of 2.5% served as negative control (this internal control was systematically added). Chloramphenicol (CHL) was used as reference antibiotic. The MICs of samples were detected after 18 hrs of incubation at 37°C, following addition (40 μL) of 0.2 mg/mL INT and incubation at 37°C for 30 min Kuete et al. (2008). Viable bacteria reduced the yellow dye to pink. MIC was defined as the lowest sample concentration that prevented this change and exhibited complete inhibition of bacterial growth. For the determination of MBC, he microplates ones were filled by 150 μL of MHB without extract of plant; for wells not having received a INT (during the reading of the MIC), 50 μL of the contents of the wells corresponding to the concentrations higher or equal to the MIC was taken and introduced into these microplates. These were then incubated during 48 h à 37°C followed by revelation with the INT. All the concentrations to which we did not observe pink coloring were taken as bactericides and smallest of those, was noted as MBC. Samples were tested alone and then, in the presence of PAβN at 30 μg/mL final concentration.
Results
Phytochemical composition of the plant extracts
The results of qualitative analysis showed that all the crude extracts tested, except that for C. esculentus, contained alkaloids, phenols and polyphenols; others phytochemicals classes being selectively detected (Table 3).
Antibacterial activity of the plant extracts
The various strains and MDR isolates were tested for their susceptibilities to plants extracts and reference antibiotic (chloramphenicol). Chloramphenicol was also tested the presence of PAßN, a well-known efflux pump inhibitor to confirm the role of efflux pumps in the resistance of the studied microorganisms. Assays were performed using the broth microdilution method. The results depicted in Table 4 indicate that the plant extracts exhibited activities depending of bacteria strains, with MICs values ranged from 64 to 1024 μg/mL on the majority of the 27 tested microbial strains. At the tested concentration range (8 to 1024 μg/mL), the extracts which displayed activities against the majority of bacteria strains were those from S. indicum (active against 77.77% of the tested bacteria), C. zeylanicum (70.37%), S. radiatum (66.66%), C. olitorius (62.96%), A. kayserianum (51.85%), C. esculentus (18,52%) and A. digitata (14,81%). The lowest MIC value (64 μg/mL) was recorded with the extract of A. kayserianum against E. aerogenes EA294. Other extracts exhibited weak activities against a limited number of strains studied. A keen look of the results of Table 4 also shows that the extract of S. indicum displayed the best spectrum of bactericidal effect with a ratio MBC/MIC ≤ 4 on 6 bacterial strains, followed by that of S. radiatum (2/27) and those of C zeylanicum, C. olitorius, A. kayserianum (1/27). Only the extract of A. digitata did not present any bactericidal activity.
Role of efflux pumps in susceptibility of Gram-negative bacteria to the tested plants extracts
The various strains and MDR isolates were also tested for their susceptibility to CHL in the presence of PAβN. As shown in Table 4, PAβN improved the activity of CHL to all studied bacteria.
Discussion
The extract from A. digitata, others extracts exhibited antibacterial activities against at least one of the tested bacteria. The differences in antibacterial activities were noted between the various extracts and could be related to the differences in their phytochemical composition as shown in Table 2. Except in the extract of C. esculentus, the alkaloids, phenols and polyphenols were detected in all extracts. The antibacterial activities of many molecules belonging to these classes of compounds were shown (Cowan 1999; Kuete et al. 2009). Sharma and Singh (2011) also associated the antibacterial activities of the medicinal plants to the presence of flavonoids, tannins and alkaloids. It should however be mentioned that the detection of the bioactive phytochemical classes in a plant is not a guarantee for any biological property, as this will depend on the types of compounds, as well as their concentrations and possible interaction with other constituents.
Alkaloids, phenols, sterols, polyphenols, triterpenes, anthraquinones and saponins were detected in the extract of S. indicum. The presence of the anthocyanins and the flavonoids in this plant was previously reported Awobajo et al. (2009), though such classes of chemicals were not detected in this work. This could be explained by fact that the presence of the secondary metabolites in a plant depend on the environmental factors such as climate, chemical nature of the ground in which plant grow, the period of harvest, conditions of drying and extraction method Bruneton (1999). To the best of our knowledge, no antibacterial activity of this plant was shown up to now, but presence of the various classes of secondary metabolites could explain its activity on majority of tested strains obtained in this work. In addition the antibacterial activities of the essential oil of S. radiatum (Shittu et al. 2006 Shittu et al. 2007; Konan et al. 2008).
Voukeng and collaborators (2012) documented the antibacterial activities of methanol extract of the sheets of C. zeylanicum against MDR Gram-negative bacteria used in this work. The presence of the phenolic compounds detected in thebark of this plant could explain its activities. Significantantibacterial activities of the methanol extract of C. olitorius were shown against the Gram-positive bacteria Pal et al. (2006). Also, the roots of this plant showed a significant antibacterial activity Ramadevi and Ganapaty (2011). The antibacterial activities of this plant as shown in this work provide therefore additional data on its antimicrobial potentials. Plants of the genus Aframomum are known for their antibacterial activities, and this has been assigned to the presence of terpenoids such as aframodial Ayafor et al. (1994). This could also explain the activity observed with the extract of A. kayserianum in the present work. Several former studies showed the presence of the terpenoids, phenolic and alkaloids in the extract of A. digitata (Wickens 1979; Chadare et al. 2009). The aqueous, ethanol, and petroleum-ether extracts of this plant have shown an antibacterial activity against E. coli Yagoub (2008). However, we observed a weak antibacterial activity of this plant. The extract of C. esculentus contains less secondary classes of metabolites. Only sterols, triterpenes and saponins were detected. To the best of our knowledge, the antibacterial of this plant is being reported for the first time. Generally, the weak antibacterial activity observed with the majority of the extracts could be explained by the fact that bacterial strains used are MDR phenotypes expressing active efflux pumps Cattoir (2004), as shown with the increase of the activity of CHL in the presence of PAβN (Table 4). It was demonstrated that efflux pumps decrease the intracellular concentration of chemicals and consequently their activities (Bambeke and Pagès 2010; Kuete 2010). These efflux pumps can be blocked in a competitive way or not, by an efflux inhibitor, which restore therefore not only intracellular concentration, but also the activity of antibiotics (Pagès and Amaral 2009; Kuete 2010). Finally, the results obtained with the studied plants are encouraging not only because we are dealing with MDR bacteria, but also the fact investigated plant materials are food plants which are relatively non toxic.
Conclusion
The results of the present work provide baseline information on the possible used of the tested Cameroonian dietary plants in the treatment of bacterial infections including MDR phenotypes.
References
Al-Qarawi AA, Al-Damegh MA, El-Mougy SA: Hepatoprotective Influence of Adansonia digitata Pulp. Journal of Herbs Spices and Medicinal Plants 2010, 10: 1-6.
Anani K, Hudson JB, Souzal C, Akpagana K, Tower GHN, Amason JT, Gbeassor M: Investigation of medicinal plants of Togo for antiviral and antimicrobial activities. Pharmceut Biol 2000, 38: 40-45.
Awobajo FO, Omorodion-Osagie E, Olatunji-Bello II, Adegoke OA, Adeleke TL: Acute oral toxicity and phytochemistry of some West African medicinal plants. Nigerian Quarterly Journal of Hospital Medicine 2009, 19: 320-329.
Ayafor JF, Tchuendem MH, Nyasse AB, Tillequin AH: Aframodial and other bioactive diterpenoids from Aframomum species. Appl Chem 1994, 66: 2327-2330. 10.1351/pac199466102327
Bagliomi P, Liberatori S, Pallini V, Marri L: Proteome analysis of Escherichia coli W3110 expressing an heterogenous sigma factor. Proteomics 2003, 3: 1060-1065. 10.1002/pmic.200300403
Bambeke F, Pages J-M, Lee VJ: Inhibitor of bacterial efflux pumps as adjuvants in antibacterial therapy and diagnostic tools for detection of resistance by efflux. Frontier in Anti-Infective Drug Discovery 2010, 1: 00-34.
Bankole MA, Shittu TA, Ahmed MN, Bankole RK, Shittu T, Kpela AOA: Synergistic antimicrobial activities of phytoestrogens in crude extract of two sesame species against some common microorganisms. Afr J Trad Compl Altern Med 2007, 4: 427-433.
Bruneton J: Plantes Médicinales, Pharmacognosie, phytochimie. Paris: Tec et Doc; 1999.
Cattoir V: Pompes d’efflux et résistance aux antibiotiques chez les bactéries. Pathol Biol 2004, 52: 607-616. 10.1016/j.patbio.2004.09.001
Chadare FJ, Linnemann AR, Hounhouigan JD, Nout MJR, Van B: Baobab food products: a review on their composition and nutritional value. Critical Review in Food Science and Nutrition 2009, 49: 254-274.
Chevalier J, Pagès J-M, Eyraud A, Malléa M: Membrane permeability modifications are involved in antibiotic resistance in Klebsiella pneumoniae . Biochem Biophys Res Commun 2000, 274: 496-499. 10.1006/bbrc.2000.3159
Chollet R, Chevalier J, Bryskier A, Pagès J-M: The AcrAB-TolC pump is involved in macrolide resistance but not in telithromycin efflux in Enterobacter aerogenes and Escherichia coli. Antimicrob Agents Chemother 2004, 48: 3621-3624. 10.1128/AAC.48.9.3621-3624.2004
Cowan MM: Plant products as antimicrobial agents. Clin Microb Rev 1999, 12: 564-582.
Falagas ME, Bliziotis IA: Pandrug-resistant Gram-negative bacteria (2007) the dawn of the post-antibiotic era. Int J Antimicrob Ag 2007, 29: 630-636. 10.1016/j.ijantimicag.2006.12.012
Fredrickson J, Zachara J, Balkwill D: Geomicrobiology of high-level nuclear waste-contaminated vadose sediments at the Hanford site, Washington state. Appl Environ Microbiol 2004, 70: 4230-4241. 10.1128/AEM.70.7.4230-4241.2004
Gende LB, Ignazio F, Rosalia F, Martin JE: Antimicrobial activity of cinnamon (Cinnamomum zeylanicum) essential oil and its main components against Paenibacillus larvae from Argentine. Bull Insectology 2008, 61: 1-4.
Ghisalberti D, Masi M, Pagès J-M, Chevalier J: Chloramphenicol and expression of multidrug efflux pump in Enterobacter aerogenes . Biochem Biophys Res Commun 2005, 328: 1113-1118. 10.1016/j.bbrc.2005.01.069
Harbone JB: Phytochemical methods: A guide to modern techniques of plant analysis. London: Chapman and Hall; 1973.
Kaboré D, Hagrétou S, Bréhima D, Compaoré CS, Dicko MH, Mogens J: A review of baobab ( Adansonia digitata ) products effect of processing techniques, medicinal properties and uses. African Journal of Food Science 2011, 5: 833-844.
Kokate C, Purohit A, Gokhale S: Pharmacognosy. 17th edition. Pune: New Delhi; 2005.
Konan AB, Datte JY, Yapo PA: Nitric oxide pathway-mediated relaxant effect of aqueous sesame leaves extract ( Sesamum radiatum) in the guinea pig isolated aorta smooth muscle. BMC Complement Alter Med 2008, 8: 23. 10.1186/1472-6882-8-23
Kuete V, Fozing DC, Kapche WFGD, Mbaveng AT, Kuiate JR, Ngadjui BT, Abegaz BM: Antimicrobial activity of the methanolic extract and compounds from Morus mesozygia stem bark. J Ethnopharmacol 2009, 124: 551-555. 10.1016/j.jep.2009.05.004
Kuete V, Ngameni B, Simo CCF, Tankeu RK, Ngadjui BT, Meyer JJM, Lall N, Kuiate JR: Antimicrobial activity of the crude extracts and compounds from Ficus chlamydocarpa and Ficus cordata (Moraceae). J Ethnopharmacol 2008, 120: 17-24. 10.1016/j.jep.2008.07.026
Kuete V, Ngameni B, Tangmouo JG, Bolla J-M, Alibert-Franco S, Ngadjui BT, Pagès J-M: Efflux pumps are involved in the defence of Gram-negative bacterial against the natural products isobavachalcone and diospyrone. Antimicrob ag chemother 2010, 54: 1749-1752. 10.1128/AAC.01533-09
Kuete V: Potential of Cameroonian plants and derived products against microbial infections: a review. Planta Med 2010, 76: 1-13. 10.1055/s-0029-1240671
Kumar M, Anjoo K, Sidhraj S: Hepatoprotective activity of Sesamum Indicum Linn . against Ccl4-induced hepatic damage in rats. International Journal of Pharmaceutical and Biological Archives 2011, 2: 710-715.
Li XZ, Nikaido H: Efflux-mediated drug resistance in bacteria: an update. Drugs 2009, 69: 1555-1623. 10.2165/11317030-000000000-00000
Lomovskaya OMS, Warren A, Lee J, Galazzo R, Fronko M, Lee J, Blais J, Cho D, Chamberland S, Renau T, Leger R, Hecker S, Watkins W, Hoshino K, Ishida H, Lee VJ: Identification and characterization of inhibitors of multidrug resistance efflux pumps in Pseudomonas aeruginosa : novel agents for combination therapy. Antimicrob Ag Chemother 2004, 45: 105-116.
Lorenzi V, Muselli A, Bernadini AF, Berti L, Pages J-M: Geraniol restores antibiotic activities against multidrugs resistant isolates from Gram-negative species. Antimicrob Ag Chemother 2009, 53: 2209-2211. 10.1128/AAC.00919-08
Mallèa M, Chevalier J, Eyraud A, Pagès J-M: Inhibitors of antibiotic efflux pumps in resistant Enterobacter aerogenes strains. Biochem Biophys Res Commun 2002, 293: 1370-1373. 10.1016/S0006-291X(02)00404-7
Mallea M, Mahamoud A, Chevalier J, Alibert-Franco S, Brouant P, Barbe J, Pages JM: Alkylaminoquinolines inhibit the bacterial antibiotic efflux pump in multidrug-resistant clinical isolates. Biochemical Journal 2003, 376: 801-805. 10.1042/BJ20030963
Martina AW A dissertation submitted to the Swiss Institute of technology. In Identification and characterization of sulfur-regulated gene in Escherichia coli MC4100. Zurich: degree of Doctor of Natural Sciences; 2002.
Mativandlela SPN, Lall N, Meyer JJM: Antibacterial, antifungal and antitubercular activity of (the roots of) Pelargonium reniforme (CURT) and Pelargonium sidoides ( DC) (Geraniaceae) root extracts. S Afr J Bot 2006, 72: 232-237. 10.1016/j.sajb.2005.08.002
Monks TJ, Hanzlik RP, Cohen GM, Ross D, Graham DG: Quinone chemistry and toxicity. Toxicol Appl Pharmacol 1992, 112: 2-16. 10.1016/0041-008X(92)90273-U
Nakano D, Kwak CJ: Sesamine metabolites induce an endothelial nitric acid dependent vasorelaxation. J Pharmacol Exp Ther 2006, 318: 328-335. 10.1124/jpet.105.100149
Okusu H, Ma D, Nikaido HD: AcrAB efflux pump plays a major role in the antibiotic resistance phenotype of Escherichia coli multiple-antibiotic-resistance Mar. mutants. J Bacteriol 1996, 178: 306-308.
Osibote EAS, Ogunlesi M, Okiei W, Asekun T, Familani OB: Assessment of antimicrobial activity of the essential oil from the stem powder of Cissus populnea and the leaves of Sesamum radiatum , herbal medications for male infertility factor. J Med Plants Res 2010, 4: 14-20.
Pagès J-M, Amaral L: Mechanisms of drug efflux and strategies to combat them: challenging the efflux pump of Gram-negative bacteria. Biochim Biophys Acta 2009, 1794: 826-833. 10.1016/j.bbapap.2008.12.011
Pal D, Mandal GP, Padhiari SA: Antibacterial activity of Cuscuta reflexa stem and Corchous olitorius seed. Fitoterapia 2006, 77: 589-591. 10.1016/j.fitote.2006.06.015
Poole K: Efflux-mediated multiresistance in Gram-negative bacteria. Clin Microbiol Infect 2004, 10: 12-26.
Pradel E, Pagès J-M: The AcrAB-TolC efflux pump contributes to multidrug resistance in the nosocomial pathogen Enterobacter aerogenes . Antimicrobl Ag Chemother 2002, 46: 2640-2643. 10.1128/AAC.46.8.2640-2643.2002
Ramadevi D, Ganapaty S: Antimicrobial activity of Corchous olitorius L . Pharmacology online 2011, 2: 1303-1308.
Sharma SK, Singh AP: Antimicrobial investigations on rhizomes of Cyperus rotundus Linn. Der Pharmacia Lettre 2011, 3: 427-431.
Shittu L, Bankole MA, Ahmed T, Bankole MN, Shittu RK, Saalu CL, Ashiru OA: Antibacterial and antifungal activities of essential oils of crude extracts of Sesame Radiatum against some common pathogenic microorganisms. Iranian Journal of Pharmacology and Therapeutics 2007, 6: 165-170.
Shittu LAJ, Bankole MA, Ahmed T, Aile K, Akinsanya MA: Differential antimicrobial activity of the various crude leaves extracts of Sesamum radiatum against some common pathogenic microorganisms. Scientific Research and Essays 2006, 1: 108-111.
Tane P, Tatsimo SD, Ayimele GA, Conolly JD: Bioactive metabolites from Afromomum species. Antananarivo: Madagascar: 11th NAPRECA Symposium Book of Proceedings; 2005:214-223.
Vimalanathan S, Hudson JB: Multiple inflammatory and antiviral activities in Adansonia digitata (Baobab) leaves, fruits and seeds. Journal of Medicinal Plants Research 2009, 3: 576-582.
Voukeng I, Kuete V, Dzoyem JP, Fankam AG, Noumedem JA, Kuiate JR: Pages J-M (2012) antibacterial and antibiotic-potentiation activities of the methanol extract of some Cameroonian spices against Gram-negative multi-drug resistant phenotypes. BMC Res Notes 2012, 5: 299. 10.1186/1756-0500-5-299
Wickens GE: The uses of the baobab ( Adansonia digitata L.) in Africa . In Taxonomic aspects of African economic botany. Edited by: Kunkel G. Las Palmas de Gran Canaria: A.E.T.F.A.T; 1979:27-34. 250 pp
Xu H, Yong-ping WZ, Qing H: In vitro antitumour activity of Sesamum indicum Linn flower extracts. Trop J Pharmaceut Res 2010, 9: 455-462.
Yagoub S: Antimicrobial activity of Tamarindus indica and Adansonia digitata extracts against E. coli isolated from urine and water specimens. Research. Journal of Microbiology 2008, 3: 193-197.
Zacharia ZA, Somchit MN, Zaiton H, Mat AM, Sulaiman MR, Farah WO, Nazaratulmawarina R, Fatimah CA: The in vitro antibacterial activity of Corchous olitorius extracts. International Journal of Pharmacology 2006, 2: 213-215.
Author information
Authors and Affiliations
Corresponding author
Additional information
Competing interests
The authors declare that they have no competing interests.
Authors’ contributions
AJS, AGF, DED, JAKN, IKV, SBT and AHLN carried out the study; VK designed the experiments and supervised the work; AGF and AJS wrote the manuscript; VK provided the bacterial strains; All authors read and approved the final manuscript.
Rights and permissions
Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License ( https://creativecommons.org/licenses/by/2.0 ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
About this article
Cite this article
Seukep, J.A., Fankam, A.G., Djeussi, D.E. et al. Antibacterial activities of the methanol extracts of seven Cameroonian dietary plants against bacteria expressing MDR phenotypes. SpringerPlus 2, 363 (2013). https://doi.org/10.1186/2193-1801-2-363
Received:
Accepted:
Published:
DOI: https://doi.org/10.1186/2193-1801-2-363