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Predictive Modeling of the Growth and Survival of Listeria monocytogenes Using a Response Surface Model

첫 페이지 보기
  • 발행기관
    한국식품과학회 바로가기
  • 간행물
    Food Science and Biotechnology SCIE KCI 등재 바로가기
  • 통권
    Volume 15 Number 5 (2006.10)바로가기
  • 페이지
    pp.715-720
  • 저자
    Jin, Sung-Sik, Jin, Yong-Guo, Yoon, Ki-Sun, Woo, Gun-Jo, Hwang, In-Gyun, Bahk, Gyung-Jin, Oh, Deog-Hwan
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A79057

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원문정보

초록

영어
This study was performed to develop a predictive model for the growth kinetics of Listeria monocytogenes in tryptic soy broth (TSB) using a response surface model with a combination of potassium lactate (PL), temperature, and pH. The growth parameters, specific growth rate (SGR), and lag time (LT) were obtained by fitting the data into the Gompertz equation and showed high fitness with a correlation coefficient of R2 ≥0.9192. The polynomial model was identified as an appropriate secondary model for SGR and LT based on the coefficient of determination for the developed model ( F2 = 0.97 for SGR and R2 = 0.86 for LT). The induced values that were calculated using the developed secondary model indicated that the growth kinetics of L. monocytogenes were dependent on storage temperature, pH, and PL. Finally, the predicted model was validated using statistical indicators, such as coefficient of determination, mean square error, bias factor, and accuracy factor. Validation of the model demonstrates that the overall prediction agreed well with the observed data. However, the model developed for SGR showed better predictive ability than the model developed for LT, which can be seen from its statistical validation indices, with the exception of the bias factor (B1 was 0.6 for SGR and 0.97 for LT).

목차

Abstract
 Introduction
 Materials and Methods
 Results and Discussion
 References

키워드

Listeria monocytogenes predictive model temperature specific growth rate lag time

저자

  • Jin, Sung-Sik [ Division of Food and Biotechnology, Kangwon National University ]
  • Jin, Yong-Guo [ Division of Food and Biotechnology, Kangwon National University ]
  • Yoon, Ki-Sun [ Center for Food Science and Technology, University of Maryland Eastern Shore ]
  • Woo, Gun-Jo [ Department of Food Microbiology, Korea Food and Drug Administration ]
  • Hwang, In-Gyun [ Department of Food Microbiology, Korea Food and Drug Administration ]
  • Bahk, Gyung-Jin [ Korea Health Industry Development institute ]
  • Oh, Deog-Hwan [ Division of Food and Biotechnology, Kangwon National University ] Corresponding author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국식품과학회 [Korean Society of Food Science and Technology]
  • 설립연도
    1970
  • 분야
    농수해양>식품과학
  • 소개
    본회는 사회일반의이익에 공여하기 위하여 공공법인의 운영에 관한 법률의 규정에 따라 식품 과학 전반에 관한 이론 및 기술연구와 그 응용을 촉진 및 보급시키며 학술과 사업을 연계시키고, 나아가 국민의 식생활을 질적, 양적으로 향상시킴을 목적으로 한다.

간행물

  • 간행물명
    Food Science and Biotechnology
  • 간기
    격월간
  • pISSN
    1226-7708
  • 수록기간
    1992~2009
  • 십진분류
    KDC 574 DDC 664

이 권호 내 다른 논문 / Food Science and Biotechnology Volume 15 Number 5

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