Optimization of Salmonella Typhi biofilm assay on polypropylene microtiter plates using response surface methodology

References

• Abdeshahian P, Noraini S, Yusoff WMW. 2010. Utilization of palm kernel cake for production of β-glucosidase by Aspergillus niger FTCC 5003 in solid substrate fermentation using an aerated column bioreactor. Biotechnology. 9:17–24.
   Google Scholar
• Allion A, Baron JP, Boulange-Petermann L. 2006. Impact of surface energy and roughness on cell distribution and viability. Biofouling. 22:269–278. doi: 10.1080/08927010600902789.
   PubMed Web of Science ®Google Scholar
• Azman NF, Abdeshahian P, Kadier A, Al-Shorgani NKN, Salih NKM, Lananan I, Hamid AA, Kalil MS. 2016. Biohydrogen production from de-oiled rice bran as sustainable feedstock in fermentative process. Int J Hydrogen Energy. 41:145–156.
   Web of Science ®Google Scholar
• Begley M, Gahan CG, Hill C. 2005. The interaction between bacteria and bile. FEMS Microbiology Reviews. 29:625–651. doi: 10.1016/j.femsre.2004.09.003.
   PubMed Web of Science ®Google Scholar
• Castelijn GA, van der Veen S, Zwietering MH, Moezelaar R, Abee T. 2012. Diversity in biofilm formation and production of curli fimbriae and cellulose of Salmonella Typhimurium strains of different origin in high and low nutrient medium. Biofouling. 28:51–63. doi: 10.1080/08927014.2011.648927.
   PubMed Web of Science ®Google Scholar
• Chang YI, Chang PK. 2002. The role of hydration force on the stability of the suspension of Saccharomyces cerevisiae – application of the extended DLVO theory. Colloids Surf A: Physicochem Eng Aspects. 211:67–77. doi: 10.1016/S0927-7757(02)00238-8.
   Web of Science ®Google Scholar
• Crawford RW, Gibson DL, Kay WW, Gunn JS. 2008. Identification of a bile induced exopolysaccharide required for Salmonella biofilm formation on gallstone surfaces. Infect Immun. 76:5341–5349. doi: 10.1128/IAI.00786-08.
   PubMed Web of Science ®Google Scholar
• Das MK, Sahu PK, Rao GS, Mukkanti K, Silpavathi L. 2014. Application of response surface method to evaluation the cytotoxic potency of Ulva fasciata Delile, a marine macro alga. Saudi J Biolo Sci. 21:539–546. doi: 10.1016/j.sjbs.2014.02.003.
   PubMed Web of Science ®Google Scholar
• Donlan RM. 2002. Biofilms: microbial life on surfaces. Emerg Infect Dis. 8:881–890. doi: 10.3201/eid0809.020063.
   PubMed Web of Science ®Google Scholar
• Donlan RM, Costerton JW. 2002. Biofilms: survival mechanisms of clinically relevant microorganisms. Clin Microbiol Rev.15: 167-193. doi: 10.1128/CMR.15.2.167-193.2002.
   PubMed Web of Science ®Google Scholar
• Fonseca AP, Sousa JC. 2007. Effect of shear stress on growth, adhesion and biofilm formation of Pseudomonas aeruginosa with antibiotic-induced morphological changes. Int J Antimicrob Agents. 30:236–241. doi: 10.1016/j.ijantimicag.2007.04.011.
   PubMed Web of Science ®Google Scholar
• Gallardo-Moreno AM, Gonzalez-Martin ML, Perez-Giraldo C, Bruque JM, Gómez-Garcı́a AC. 2004. The measurement temperature: an important factor relating physicochemical and adhesive properties of yeast cells to biomaterials. J Colloid Interf Sci. 271:351–358.
   PubMed Web of Science ®Google Scholar
• Ganjali Dashti M, Abdeshahian P, Noraini S, Yusoff WMW, Kalil MS, Hamid AA. 2014. Repeated batch fermentation biotechnology for the biosynthesis of lipid and gamma-linolenic acid by Cunninghamella bainieri 2A1. BioMed Res Int. 2014:1–12.
   Web of Science ®Google Scholar
• Garrett TR, Bhakoo M, Zhang Z. 2008. Bacterial adhesion and biofilms on surfaces. Prog Nat Sci. 18:1049–1056. doi: 10.1016/j.pnsc.2008.04.001.
   Web of Science ®Google Scholar
• Goeres DM, Loetterle LR, Hamilton MA, Murga R, Kirby DW, Donlan RM. 2005. Statistical assessment of a laboratory method for growing biofilms. Microbiology. 151:757–762.doi: 10.1099/mic.0.27709-0.
   PubMed Web of Science ®Google Scholar
• Gonzalez-Escobedo G, Marshall JM, Gunn JS. 2011. Chronic and acute infection of the gallbladder by Salmonella Typhi: understanding the carrier state. Nat Rev Microbiol. 9:9–14. doi: 10.1038/nrmicro2490.
   PubMed Web of Science ®Google Scholar
• Grimaud R. 2010. Biofilm development at interfaces between hydrophobic organic compounds and water. In: Timmis KN, editor. Handbook of hydrocarbon and lipid microbiology. Springer; p. 1491–1499.
   Google Scholar
• Hall-Stoodley L, Stoodley P. 2002. Developmental regulation of microbial biofilms. Current Opin Biotechnol. 13:228–233. doi: 10.1016/S0958-1669(02)00318-X.
   PubMed Web of Science ®Google Scholar
• Hernández SB, Cota I, Ducret A, Aussel L, Casadesús J. 2012. Adaptation and preadaptation of Salmonella enterica to bile. PLoS genetics. 8.
   Web of Science ®Google Scholar
• Hjorts MA, Joseph WR. 1995. Cell adhesion: fundamentals and biotechnological applications. New York: M. Dekker.
   Google Scholar
• Hofmann AF, Hagey LR. 2008. Bile acids: chemistry, pathochemistry, biology, pathobiology, and therapeutics. Cell Mol Life Sci. 65:2461–2483. doi: 10.1007/s00018-008-7568-6.
   PubMed Web of Science ®Google Scholar
• Hung DT, Zhu J, Sturtevant D, Mekalanos JJ. 2006. Bile acids stimulate biofilm formation in Vibrio cholera. Mol Microbiol. 59:193–201. doi: 10.1111/MMI.2006.59.issue-1.
   PubMed Web of Science ®Google Scholar
• Ja’afar NJ. 2014. Molecular epidemiology of Salmonella enterica subspecies enterica serovar Typhi isolates from Kelantan using random amplified polymorphic DNA and single nucleotide polymorphism [Dissertation]. Malaysia: Universiti Sains Malaysia.
   Google Scholar
• Jansen B, Kohnen W. 1995. Prevention of biofilm formation by polymer modification. J Ind Microbiol. 15:391–396. doi: 10.1007/BF01569996.
   PubMedGoogle Scholar
• Jiang W, Xia S, Duan L, Hermanowicz SW. 2015. Biofilm architecture in a novel pressurized biofilm reactor. Biofouling. 31:321–331. doi: 10.1080/08927014.2015.1040779.
   PubMed Web of Science ®Google Scholar
• Kariuki S, Revathi G, Kiiru J, Mengo DM, Mwituria J, Muyodi J, Munyalo A, Teo YY, Holt KE, Kingsley RA, Dougan G. 2010. Typhoid in Kenya is associated with a dominant multidrug-resistant Salmonella enterica serovar Typhi haplotype that is also widespread in Southeast Asia. J Clin Microbiol. 48:2171–2176. doi: 10.1128/JCM.01983-09.
   PubMed Web of Science ®Google Scholar
• Kjelleberg S, Givskov M. 2007. The biofilm mode of life: mechanisms and adaptations. Wymondham: Horizon Bioscience.
   Google Scholar
• Knobloch JK, Bartscht K, Sabottke A, Rohde H, Feucht HH, Mack D. 2001. Biofilm formation by Staphylococcus epidermidis depends on functional RsbU, an activator of the sigB operon: differential activation mechanisms due to ethanol and salt stress. J Bacteriol. 183:2624–2633. doi: 10.1128/JB.183.8.2624-2633.2001.
   PubMed Web of Science ®Google Scholar
• Kuba K, Yamaguchi K, Nishiyama K, Noshiro H, Shimizu S, Chijiiwa K, Tanaka M. 1998. Gallbladder carcinoma in an asymptomatic biliary typhoid carrier: report of a case. Am J Gastroenterol. 93:656–657. doi: 10.1111/ajg.1998.93.issue-4.
   PubMed Web of Science ®Google Scholar
• Kuntiya A, Nicolella C, Pyle L, Poosaran N. 2005. Effect of sodium chloride on cell surface hydrophobicity and formation of biofilm in membrane bioreactor. Songklanakarin J Sci Technol. 27:1073–1082.
   Google Scholar
• Liu Y, Tay JH. 2001. Metabolic response of biofilm to shear stress in fixed-film culture. J Appl Microbiol. 90:337–342. doi: 10.1046/j.1365-2672.2001.01244.x.
   PubMed Web of Science ®Google Scholar
• Liu Y, Tay JH. 2002. The essential role of hydrodynamic shear force in the formation of biofilm and granular sludge. Water Res. 36:1653–1665. doi: 10.1016/S0043-1354(01)00379-7.
   PubMed Web of Science ®Google Scholar
• Maran JP, Sivakumar V, Thirugnanasambandham K, Sridhar R. 2013. Artificial neural network and response surface methodology modeling in mass transfer parameters predictions during osmotic dehydration of Carica papaya L. Alexandria Eng J. 52:507–516. doi: 10.1016/j.aej.2013.06.007.
   Google Scholar
• Marshall JM, Flechtner AD, La Perle KM, Gunn JS. 2014. Visualization of extracellular matrix components within sectioned Salmonella biofilms on the surface of human gallstones. PloS one. 9:1–9.
   Google Scholar
• McDougald D, Rice SA, Barraud N, Steinberg PD, Kjelleberg S. 2012. Should we stay or should we go: mechanisms and ecological consequences for biofilm dispersal. Nat Rev Microbiol. 10:39–50.
   PubMed Web of Science ®Google Scholar
• Macauley-Patrick S, Fin B. 2008. Practical fermentation technology. Wiley. Chapter 4, Modes of fermenter operation; p. 69–96.
   Google Scholar
• Mosquera S, González-Jaramillo LM, Orduz S, Villegas-Escobar V. 2014. Multiple response optimization of Bacillus subtilis EA-CB0015 culture and identification of anti fungal metabolites. Biocatal Agric Biotechnol. 3:378–385. doi: 10.1016/j.bcab.2014.09.004.
   Google Scholar
• Parker AE, Walker DK, Goeres DM, Allan N, Olson ME, Omar A. 2014. Ruggedness and reproducibility of the MBEC biofilm disinfectant efficacy test. J Microbiol Meth. 102:55–64. doi: 10.1016/j.mimet.2014.04.013.
   PubMed Web of Science ®Google Scholar
• Peeters E, Nelis HJ, Coenye T. 2008. Comparison of multiple methods for quantification of microbial biofilms grown in microtiter plates. J Microbiol Meth. 72:157–165. doi: 10.1016/j.mimet.2007.11.010.
   PubMed Web of Science ®Google Scholar
• Prouty AM, Schwesinger WH, Gunn JS. 2002. Biofilm formation and interaction with the surfaces of gallstones by Salmonella spp. Infect Immun.70: 2640–2649. doi: 10.1128/IAI.70.5.2640-2649.2002.
   PubMed Web of Science ®Google Scholar
• Pumbwe L, Skilbeck CA, Nakano V, Avila-Campos MJ, Piazza RMF, Wexler HM. 2007. Bile salts enhance bacterial co-aggregation, bacterial-intestinal epithelial cell adhesion, biofilm formation and antimicrobial resistance of Bacteroides fragilis. Microb Pathog. 43:78–87. doi: 10.1016/j.micpath.2007.04.002.
   PubMed Web of Science ®Google Scholar
• Robijns SCA, Roberfroid S, Van Puyvelde S, De Pauw B, Uceda Santamaría E, De Weerdt A, Steenackers HPL. 2014. A GFP promoter fusion library for the study of Salmonella biofilm formation and the mode of action of biofilm inhibitors. Biofouling. 30:605–625. doi: 10.1080/08927014.2014.907401.
   PubMed Web of Science ®Google Scholar
• Rutter PR, Vincent B. 1980. Microbial adhesion to surfaces. London: Ellis Horwood.
   Google Scholar
• Shukor H, Al-Shorgani NKN, Abdeshahian P, Hamid AA, Anuar N, Rahman NA, Kalil MS. 2014. Production of butanol by Clostridium saccharoperbutylacetonicum N1-4 from palm kernel cake in acetone–butanol–ethanol fermentation using an empirical model. Bioresour Technol. 170:565–573. doi: 10.1016/j.biortech.2014.07.055.
   PubMed Web of Science ®Google Scholar
• Solano C, García B, Valle J, Berasain C, Ghigo JM, Gamazo C, Lasa I. 2002. Genetic analysis of Salmonella enteritidis biofilm formation: critical role of cellulose. Mol Microbiol. 43:793–808. doi: 10.1046/j.1365-2958.2002.02802.x.
   PubMed Web of Science ®Google Scholar
• Speranza B, Corbo MR, Sinigaglia M. 2011. Effects of nutritional and environmental conditions on Salmonella sp. biofilm formation. J Food Sci. 76:M12–M16. doi: 10.1111/j.1750-3841.2010.01936.x.
   PubMed Web of Science ®Google Scholar
• Steenackers H, Hermans K, Vanderleyden J, De Keersmaecke SCr. 2012. Salmonella biofilms: an overview on occurrence, structure, regulation and eradication. Food Res Int. 45:502–531. doi: 10.1016/j.foodres.2011.01.038
   Web of Science ®Google Scholar
• Stepanovic S, Cirkovic I, Ranin L, Svabic-Vlahovic M. 2004. Biofilm formation by Salmonella spp. and Listeria monocytogenes on plastic surface. Lett Appl Microbiol. 38:428–432. doi: 10.1111/lam.2004.38.issue-5.
   PubMed Web of Science ®Google Scholar
• Tahmourespour A, Kasra Kermanshahi R, Salehi Rasoul NA. 2008. The relationship between cell surface hydrophobicity and antibiotic resistance of streptococcal strains isolated from dental plaque and caries. Iranian J Basic Med Sci. 251–255.
   Google Scholar
• Wong VK, Baker S, Pickard DJ, Parkhill J, Page AJ, Feasey NA, Kingsley RA, Thomson NR, Keane JA, Weill FX, Edwards DJ. 2015. Phylogeographical analysis of the dominant multidrug-resistant H58 clade of Salmonella Typhi identifies inter- and intracontinental transmission events. Nat Genet. 47:632–639. doi: 10.1038/ng.3281.
   PubMed Web of Science ®Google Scholar
• Zang YT, Li BM, Bing S, Cao W. 2015. Modeling disinfection of plastic poultry transport cages inoculated with Salmonella enteritids by slightly acidic electrolyzed water using response surface methodology. Poultry Sci. 94:2059–2065. doi: 10.3382/ps/pev188.
   PubMed Web of Science ®Google Scholar
• Zambare VP, Zambare AV, Muthukumarappan K, Christopher LP. 2011. Potential of thermostable cellulase in the bioprocessing of switchgrass to ethanol. Bio Resour. 6:2004–2020.
   Google Scholar