Modelling the effect of picloram on the growth kinetics of cell suspension cultures of Ficus deltoidea L.

Authors

  • Anna Pick Kiong Ling Department of Biomedical Sciences and Biotechnology, School of Health Sciences, International Medical University, Bukit Jalil, 57000 Kuala Lumpur, Malaysia.
  • Mohd Izuan Effendi Halmi Department of Land Management, Faculty of Agriculture, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.
  • Sobri Hussein Agrotechnology and Bioscience Division, Malaysian Nuclear Agency, Bangi, 43000 Kajang, Selangor, Malaysia.
  • S. L. Ong School of Biosciences, Taylor’s University, 47500 Subang Jaya, Selangor, Malaysia.

DOI:

https://doi.org/10.54987/jobimb.v4i1.285

Keywords:

Ficus deltoidea, modified Gompertz, callus, picloram, growth rate

Abstract

Ficus deltoidea (or commonly known as mistletoe fig) in various parts of the world mainly serves as an ornamental shrub or houseplant and found native mainly in Asia tropical region, for example, Malaysia, Indonesia, Philippines and Thailand. Studies on the effect of plant growth regulators on cells production from this plant is important as optimization of cells production can lead to efficient production of secondary products characterization and production. An important aspect of the sigmoidal cells growth curve is the growth parameters. In this work, we model the effect of picloram (4-amino-3,5,6-trichloropicolinic acid) on the growth kinetics of the cell suspension cultures of Ficus deltoidea according to the modified Gompertz model. The adjusted coefficient of determination showed good agreement between experimental and predicted data with values ranging from 0.97-0.99. Parameters obtained from the fitting exercise were maximum cells growth rate (mm), lag time (l) and maximal cells production (Ymax). The results showed that picloram at concentrations of 3 mg/L and above were optimal for giving the highest cells growth rate measured as PCV (packed cell volume). The parameter growth rate obtained from the modelling exercise will be helpful for additional secondary modelling implicating the consequence of media conditions as well as other factors on the effect of picloram on the growth rate of cell suspension from this plant.

References

Kiong ALP, Then CN, Hussein S. Callus induction from leaf explants of Ficus deltoidea Jack. Int J Agric Res. 2007;2(5):468–75.

Ong SL, Kiong ALP, Poospooragi R, Hussein S. Production of Flavonoid compounds in cell cultures of Ficus deltoidea as influenced by medium composition. Int J Med Aromat Plants. 2011;1(2):62–74.

Ling OS, Kiong ALP, Hussein S. Establishment and optimisation of growth parameters for cell suspension cultures of Ficus deltoidea. Am-Eurasian J Sustain Agric. 2008;2(1):38–49.

Hussein S, Ibrahim R, Kiong ALP. Potential biochemical markers for somatic embryos of Eurycoma longifolia Jack. J Plant Biol. 2006;49(1):97–101.

Hussein S, Ibrahim R, Kiong ALP, Fadzillah NM, Daud SK. Multiple shoots formation of an important tropical medicinal plant, Eurycoma longifolia Jack. Plant Biotechnol. 2005;22(4):349–51.

Ibrahim R, Hussein S, Noordin N, Azlan E, Manan MA, Adrian H, et al. Advanced cell culture technology for essential oil production and microarray studies leading to discovery of genes for fragrance compounds in Michelia alba (Cempaka putih). Acta Hortic. 2008;765:95–100.

Kiong ALP, Yeo ST, Gansau JA, Hussein S. Induction and multiplication of callus from endosperm of Cycas revoluta. Afr J Biotechnol. 2008;7(23):4279–84.

Ling APK, Ong CPL, Tee CS, Hussein S. Establishment of protoplast isolation protocols of Orthosiphon staminues. Am-Eurasian J Sustain Agric. 2009;3(3):587–96.

Hussein S, Ling APK, Ng TH, Ibrahim R, Paek KY. Adventitious roots induction of recalcitrant tropical woody plant, Eurycoma longifolia. Romanian Biotechnol Lett. 2012;17(1):7026–35.

Laere E, Ling APK, Wong YP, Koh RY, Mohd L, Hussein S. Plant-based vaccines: Production and challenges. J Bot. 2016;2016.

Zwietering MH, Jongenburger I, Rombouts FM, Van’t Riet K. Modeling of the bacterial growth curve. Appl Environ Microbiol. 1990;56(6):1875–81.

Fujikawa H. Development of a new logistic model for microbial growth in foods. Biocontrol Sci. 2010;15(3):75–80.

Johnsen AR, Binning PJ, Aamand J, Badawi N, Rosenbom AE. The Gompertz function can coherently describe microbial mineralization of growth-sustaining pesticides. Environ Sci Technol. 2013;47(15):8508–14.

Gompertz B. On the nature of the function expressive of the law of human mortality, and on a new mode of determining the value of life contingencies. Philos Trans R Soc London. 1825;115:513–85.

Gibson AM, Bratchell N, Roberts TA. The effect of sodium chloride and temperature on the rate and extent of growth of Clostridium botulinum type A in pasteurized pork slurry. J Appl Bacteriol. 1987;62(6):479–90.

López S, Prieto M, Dijkstra J, Dhanoa MS, France J. Statistical evaluation of mathematical models for microbial growth. Int J Food Microbiol. 2004;96(3):289–300.

Kiong ALP, Huan HH, Hussein S. Callus induction from leaf explants of Melaleuca alternifolia. Int J Agric Res. 2007;2(3):227–37.

Ling APK, Phua GAT, Tee CS, Hussein S. Optimization of protoplast isolation protocols from callus of Eurycoma longifolia. J Med Plants Res. 2010;4(17):1778–85.

Kiong ALP, Leong SW, Hussein S, Ibrahim R. Induction of somatic embryos from different explants of Citrus sinensis. J Plant Sci. 2008;3(1):18–32.

Baranyi J, Roberts TA. A dynamic approach to predicting bacterial growth in food. Int J Food Microbiol. 1994;23(3–4):277–94.

Halmi MIE, Shukor MS, Johari WLW, Shukor MY. Evaluation of several mathematical models for fitting the growth of the algae Dunaliella tertiolecta. Asian J Plant Biol. 2014;2(1):1–6.

Halmi MIE, Shukor MS, Johari WLW, Shukor MY. Modeling the growth curves of Acinetobacter sp. strain DRY12 grown on diesel. J Environ Bioremediation Toxicol. 2014;2(1):33–7.

Halmi MIE, Shukor MS, Masdor NA, Shamaan NA, Shukor MY. Test for the presence of autocorrelation in the modified gompertz model used in the fitting the growth of sludge microbes on PEG 600. J Environ Microbiol Toxicol. 2015;3(1):6–8.

Shukor MS, Masdor NA, Halmi MIE, Ahmad SA, Shukor MY. Test of randomness of residuals for modified Gompertz model used for modelling the growth of callus cultures from Glycine wightii (Wight & Arn.) Verdc. Asian J Plant Biol. 2015;3(1):11–3.

Shukor MS, Shukor MY. Statistical diagnostic tests of residuals from the Gompertz model used in the fitting of the growth of E. coli measured using a real-time impedimetric biosensor. Nanobio Bionano. 2015;2(2):58–62.

Halmi MIE, Shukor MS, Masdor NA, Shamaan NA, Shukor MY. Evaluation of several mathematical models for fitting the growth of sludge microbes on PEG 600. J Environ Microbiol Toxicol. 2015;3(1):1–5.

Shukor MS, Shukor MY. Modelling the growth kinetics of E. coli measured using real-time impedimetric biosensor. Nanobio Bionano. 2014;2(2):52–7.

Gibson AM, Bratchell N, Roberts TA. Predicting microbial growth: growth responses of salmonellae in a laboratory medium as affected by pH, sodium chloride and storage temperature. Int J Food Microbiol. 1988;6(2):155–78.

Cloern JE, Nichols FH. A von Bertalanffy growth model with a seasonally varying coefficient. J Fish Res Board Can. 1978;35(11):1479–82.

Darmani Kuhi H, Kebreab E, Lopez S, France J. A derivation and evaluation of the von Bertalanffy equation for describing growth in broilers over time. J Anim Feed Sci. 2002;11(1):109–25.

Buchanan RL, Whiting RC, Damert WC. When is simple good enough: A comparison of the Gompertz, Baranyi, and three-phase linear models for fitting bacterial growth curves. Food Microbiol. 1997;14(4):313–26.

Halmi MIE, Shukor MS, Johari WLW, Shukor MY. Modeling the growth kinetics of Chlorella vulgaris cultivated in microfluidic devices. Asian J Plant Biol. 2014;2(1):7–10.

Shukor MS, Shukor MY. Test for the presence of autocorrelation in the Buchanan model used in the fitting of the growth of the catechol-degrading Candida parapsilopsis. J Environ Microbiol Toxicol. 2014;2(2):45–6.

Ahmad SA, Shukor MS, Masdor NA, Shamaan NA, Roslan MAH, Shukor MY. Test for the presence of autocorrelation in the Buchanan-three-phase model used in the growth of Paracoccus sp. SKG on Acetonitrile. J Environ Bioremediation Toxicol. 2015;3(1):6–8.

Sabullah MK, Shukor MS, Masdor NA, Shamaan NA, Shukor MY. Test of randomness of residuals for the Buchanan-three-phase model used in the fitting the growth of Moraxella sp. B on monobromoacetic acid (MBA). Bull Environ Sci Manag. 2015;3(1):13–15.

Shukor M., Shukor MY. The growth of Paracoccus sp. SKG on acetonitrile is best modelled using the Buchanan three phase model. J Environ Bioremediation Toxicol. 2015;3(1):1–5.

Shukor MS, Masdor NA, Shamaan NA, Ahmad SA, Halmi MIE, Shukor MY. Modelling the growth of Moraxella sp. B on monobromoacetic acid (MBA). Bull Environ Sci Manag. 2015;3(1):1–6.

Huang L. Growth kinetics of Escherichia coli O157:H7 in mechanically-tenderized beef. Int J Food Microbiol. 2010;140(1):40–8.

Shukor MS, Masdor NA, Halmi MIE, Ahmad SA, Shukor MY. Outlier analysis of the modified Gompertz model used for modelling the growth of callus cultures from Glycine wightii (Wight & Arn.) Verdc. Asian J Plant Biol. 2015;3(1):14–6.

Hendra R, Ahmad S, Sukari A, Shukor MY, Oskoueian E. Flavonoid analyses and antimicrobial activity of various parts of Phaleria macrocarpa (Scheff.) Boerl fruit. Int J Mol Sci. 2011;12(6):3422–31.

Wazir D, Ahmad S, Muse R, Mahmood M, Shukor M. Antioxidant activities of different parts of Gnetum gnemon L. J Plant Biochem Biotechnol. 2011;20(2):234–240.

Chern LY, Shukor MY, Muse R. Monoterpenes in plants- a mini review. Asian J Plant Biol. 2013;1(1):15–9.

Ling APK, Tan KP, Hussein S. Comparative effects of plant growth regulators on leaf and stem explants of Labisia pumila var. alata. J Zhejiang Univ Sci B. 2013;14(7):621–31.

Salvamani S, Gunasekaran B, Shaharuddin NA, Ahmad SA, Shukor MY. Antiartherosclerotic effects of plant flavonoids. BioMed Res Int. 2014;2014.

Hussin N, Muse R, Ahmad S, Ramli J, Mahmood M, Sulaiman M, et al. Antifungal activity of extracts and phenolic compounds from Barringtonia racemosa L. (Lecythidaceae). Afr J Biotechnol. 8(12):2835–2842.

McKellar RC, Knight K. A combined discrete-continuous model describing the lag phase of Listeria monocytogenes. Int J Food Microbiol. 2000;54(3):171–80.

Membré J-M, Ross T, McMeekin T. Behaviour of Listeria monocytogenes under combined chilling processes. Lett Appl Microbiol. 1999;28(3):216–20.

Whiting RC. Modeling bacterial survival in unfavorable environments. J Ind Microbiol. 1993;12(3–5):240–6.

Espeche MC, Tomás MSJ, Wiese B, Bru E, Nader-Macías MEF. Physicochemical factors differentially affect the biomass and bacteriocin production by bovine Enterococcus mundtii CRL1656. J Dairy Sci. 2014;97(2):789–97.

Kargi F, Eren NS, Ozmihci S. Effect of initial bacteria concentration on hydrogen gas production from cheese whey powder solution by thermophilic dark fermentation. Biotechnol Prog. 2012;28(4):931–6.

Karthic P, Joseph S, Arun N, Varghese LA, Santhiagu A. Biohydrogen production using anaerobic mixed bacteria: Process parameters optimization studies. J Renew Sustain Energy. 2013;5(6).

Mathias SP, Rosenthal A, Gaspar A, Aragão GMF, Slongo-Marcusi A. Prediction of acid lactic-bacteria growth in Turkey ham processed by high hydrostatic pressure. Braz J Microbiol. 2013;44(1):23–8.

Mohammadi M, Mohamed AR, Najafpour GD, Younesi H, Uzir MH. Kinetic studies on fermentative production of biofuel from synthesis gas using clostridium ljungdahlii. Sci World J. 2014;2014.

Omar R, Abdullah MA, Hasan MA, Rosfarizan M, Marziah M. Kinetics and modelling of cell growth and substrate uptake in Centella asiatica cell culture. Biotechnol Bioprocess Eng. 2006;11(3):223–9.

Shukor MS, Masdor N., Halmi MIE, Ahmad SA, Shukor MY. Modelling the growth of callus cultures from Glycine wightii (Wight & Arn.) Verdc. Asian J Plant Biol. 2015;3(1):20–5.

Bolker BM. Ecological Models and Data in R. Princeton, N.J: Princeton University Press; 2008. 408 p.

Downloads

Published

31.07.2016

How to Cite

Ling, A. P. K., Halmi, M. I. E., Hussein, S., & Ong, S. L. (2016). Modelling the effect of picloram on the growth kinetics of cell suspension cultures of Ficus deltoidea L. Journal of Biochemistry, Microbiology and Biotechnology, 4(1), 24–28. https://doi.org/10.54987/jobimb.v4i1.285

Issue

Vol. 4 No. 1 (2016)

Section

Articles

License

Authors who publish with this journal agree to the following terms:

    1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0) that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
    2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
    3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).