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真菌诱导子整体增强了欧洲榛细胞培养中紫杉醇的生物合成诱导。

Whole fungal elicitors boost paclitaxel biosynthesis induction in Corylus avellana cell culture.

机构信息

Department of Plant Breeding and Biotechnology, Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran.

Department of Plant Pathology, Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran.

出版信息

PLoS One. 2020 Jul 16;15(7):e0236191. doi: 10.1371/journal.pone.0236191. eCollection 2020.

Abstract

Paclitaxel is an effective natural-source chemotherapeutic agent commonly applied to treat a vast range of cancers. In vitro Corylus avellana culture has been reported as a promising and inexpensive system for paclitaxel production. Fungal elicitors have been made known as the most efficient strategy for the biosynthesis induction of secondary metabolites in plant in vitro culture. In this research, C. avellana cell suspension culture (CSC) was exposed to cell extract (CE) and culture filtrate (CF) derived from Camarosporomyces flavigenus, either individually or combined treatment, in mid and late log phase. There is no report on the use of whole fungal elicitors (the combined treatment of CE and CF) for the elicitation of secondary metabolite biosynthesis in plant in vitro culture. The combined treatment of CE and CF significantly led to more paclitaxel biosynthesis and secretion than the individual use of them. Also, multivariate statistical approaches including stepwise regression (SR), ordinary least squares regression (OLSR), principal component regression (PCR) and partial least squares regression (PLSR) were used to model and predict paclitaxel biosynthesis and secretion. Based on value account for (VAF), root mean square error (RMSE), coefficient of determination (R2), mean absolute percentage error (MAPE) and relative percent difference (RPD) can be concluded that mentioned regression models effectively worked only for modeling and predicting extracellular paclitaxel portion in C. avellana cell culture.

摘要

紫杉醇是一种有效的天然来源化疗药物,常用于治疗多种癌症。体外榛细胞培养已被报道为生产紫杉醇的有前途且廉价的系统。真菌诱导子已被证明是植物体外培养中诱导次生代谢物生物合成的最有效策略。在这项研究中,榛细胞悬浮培养物(CSC)分别在中对数期和晚对数期暴露于来自 Camarosporomyces flavigenus 的细胞提取物(CE)和培养滤液(CF),或单独或联合处理。尚未有关于使用全真菌诱导子(CE 和 CF 的联合处理)诱导植物体外培养中次生代谢物生物合成的报道。CE 和 CF 的联合处理显著导致紫杉醇生物合成和分泌的增加,超过了它们的单独使用。此外,多元统计方法,包括逐步回归(SR)、普通最小二乘回归(OLSR)、主成分回归(PCR)和偏最小二乘回归(PLSR),用于建模和预测紫杉醇的生物合成和分泌。基于变量解释率(VAF)、均方根误差(RMSE)、决定系数(R2)、平均绝对百分比误差(MAPE)和相对百分比差异(RPD),可以得出结论,上述回归模型仅有效地用于建模和预测榛细胞培养物中外源紫杉醇的部分。

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