植物黄芪提取物对福氏志贺氏菌生物膜形成和粘附的影响:一种预测模型方法

G. Uba, A. Yakubu, Abdussamad M. Baba
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引用次数: 3

摘要

在寻找新的生物活性代谢物,也可以用作治疗药物,Adiantum philippense (a . philippense),一种重要的民族医学蕨类植物,已成为一个迷人的草药。本研究对菲律宾麻粗提物的植物化学成分、拮抗能力以及对细菌粘附和生物膜形成的影响进行了预测数学模型的建立。利用Von Bertalanffy、Baranyi-Roberts、modified Schnute、modified Richards、modified Gompertz、modified Logistics和latest Huang等动力学模型,得到了上述动力学常数或参数的值。修正后的Gompertz模型具有最高的调整R2值和最低的RMSE值,是整个模型的最佳模型。准确度和偏倚因子值接近统一(1.0)。菲立菲草提取物对flexneri的最大特定生长率(mmax (h-1))为0.292(95%可信区间为0.254 ~ 0.331),显著低于对照(0.540(95%可信区间为0.481 ~ 0.599),表明可能存在生物膜抑制作用(p<0.05)。
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The Effect of the plant Adiantum philippense Extracts on Biofilms Formation and Adhesion to Shigella flexneri: A Predictive Modelling Approach
In the quest for novel bioactive metabolites, which can also be used as therapeutic agents, Adiantum philippense (A. philippense), an ethnomedically important fern, has become a fascinating herb. In this study, the predictive mathematical modelling of A. philippense crude extract was tested against Shigella flexneri, a common food pathogen for its phytochemical constituents, antagonistic ability, and effect on bacterial adhesion and biofilm formation was calculated. Various kinetics models such as Von Bertalanffy, Baranyi-Roberts, modified Schnute, Modified Richards, Modified Gompertz, Modified Logistics and latest Huang were used to get values for the above kinetic constants or parameters. modified Gompertz of the entire model was found to be the best model with the highest adjusted R2 value and lowest RMSE value. The accuracy and bias factors values were close to unity (1.0). The maximum specific growth rate (mmax (h-1) for S. flexneri treatment with A. philippense extract was significantly much lower (p<0.05) with a value of 0.292 (95% confidence interval of 0.254 to 0.331) compared to control with a value of 0.540 (95% confidence interval of 0.481 to 0.599) indicating potential biofilm inhibition.
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