铜绿假单胞菌的温度、pH值和乳酸钠主参数模型构建
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

基金项目:

国家自然科学基金资助项目(31271896)和上海市自然科学基金资助项目(12ZR1420500)


Modelling Establishment of the Cardinal Parameters Model as a Function of Temperature, pH Value and Sodium Lactate for Pseudomonas aeruginosa
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    采用全自动微生物生长曲线分析仪Bioscreen测定分离自腐败冷却猪肉的铜绿假单胞菌在不同温度(25~40℃)、pH值(5.0~7.5)、乳酸钠质量浓度(0~0.035g/mL)影响下的生长曲线。基于最小二乘法运用Matlab软件中的fminsearch函数拟合铜绿假单胞菌迟滞期关于温度、pH值和乳酸钠质量浓度的主参数模型,经参数估计求得铜绿假单胞菌的最低生长温度、最适生长温度、最高生长温度、最低生长pH值、最适生长pH值、最高生长pH值、乳酸钠的最小抑菌浓度,进而通过10组随机数据进行验证。结果表明,构建的主参数模型能较好预测铜绿假单胞菌的相关生长参数,决定系数R2为0.9291,偏差因子Bf为1.0975,准确因子Af为1.3936,平方根误差为1.5989。验证组的决定系数R2为0.8546,偏差因子Bf为1.1225,准确因子Af为1.2117,都在可接受的范围内。

    Abstract:

    An automated turbidimetric system, Bioscreen C, was used to monitor the growth of Pseudomonas aeruginosa, which was separated from spoilage pork at a range of temperature (25~40℃), pH (5.0~7.5) and mass concentration of sodium lactate (0~0.035g/mL). The cardinal parameters model (CPM) was built on the basis of nonlinear least squares method using fminsearch function of Matlab software, and CPM represented the lag time of P.aeruginosa growth as a function of temperature, pH value and sodium lactate mass concentration. The CPM is able to determine the cardinal parameters Tmin, Topt, Tmax, Pmin, Popt, Pmax and the minimum inhibitory concentration of sodium lactate, respectively. This model was validated with ten random data within above ranges. The results showed that the growth parameters are predicted well by CPM with R2=0.9291, Bf=1.0975, Af=1.3936, and E= 1.5989, respectively. The validation parameters are 0.8546, 1.1225 and 1.2117 for R2, Bf and Af, respectively.

    参考文献
    相似文献
    引证文献
引用本文

董庆利,姚远,赵勇,陈浩.铜绿假单胞菌的温度、pH值和乳酸钠主参数模型构建[J].农业机械学报,2014,45(1):197-202. Dong Qingli, Yao Yuan, Zhao Yong, Chen Hao. Modelling Establishment of the Cardinal Parameters Model as a Function of Temperature, pH Value and Sodium Lactate for Pseudomonas aeruginosa[J]. Transactions of the Chinese Society for Agricultural Machinery,2014,45(1):197-202.

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2013-06-30
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2014-01-03
  • 出版日期: 2014-01-03