Detection and Quantification of Patulin in Apple Juice Using Fourier Transform Infrared Spectroscopy
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作者:
Shyam Narayan Jha
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机构:Indian Council of Agricultural Research,CCUBGA, Division of Microbiology
Shyam Narayan Jha
Pranita Jaiswal
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机构:Indian Council of Agricultural Research,CCUBGA, Division of Microbiology
Pranita Jaiswal
Leena Kumari
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机构:Indian Council of Agricultural Research,CCUBGA, Division of Microbiology
Leena Kumari
Jaspreet Kaur
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机构:Indian Council of Agricultural Research,CCUBGA, Division of Microbiology
Jaspreet Kaur
H. G. Ramya
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机构:Indian Council of Agricultural Research,CCUBGA, Division of Microbiology
H. G. Ramya
S. Lawnia
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机构:Indian Council of Agricultural Research,CCUBGA, Division of Microbiology
S. Lawnia
机构:
[1] Indian Council of Agricultural Research,CCUBGA, Division of Microbiology
[2] Indian Agricultural Research Institute,Agricultural Structures and Environmental Control Division
[3] Central Institute of Postharvest Engineering and Technology,Department of Food Science and Technology
[4] Punjab Agricultural University,College of Agriculture, Vijayapur
[5] University of Agricultural Sciences,undefined
来源:
Agricultural Research
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2021年
/
10卷
关键词:
Contamination;
Mycotoxin;
Spectra;
Principal component analysis;
Classification;
D O I:
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学科分类号:
摘要:
Patulin is a dangerous mycotoxin and is relatively stable to heat treatment and thus difficult to inactivate. Its presence in juice is necessary to detect before sale. Attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy with chemometrics showed potential for its detection in apple juice by modulating pH. Spectra (4000–500 cm−1) of patulin spiked (25, 50 75 ppb) apple juice (pH 4, 6, 8) revealed distinct variations specifically in 1605–1543 cm−1 range. Absorption peak for all the spiked sample having pH 8 were higher than those of spiked samples maintained at pH 6–4. Principal component analysis showed concentration based sample clustering (p ≤ 0.05) at pH 8. Developed models successfully classified different levels of patulin into their respective classes using soft independent modeling of class analogy. Patulin in apple juice was best predicted in wave number range of 1605–1543 and 3049–2975 cm−1, using partial least square regression with coefficient of determination of 0.92–0.88 for calibration and validation, respectively. Current study demonstrated that patulin-contaminated (50 ppb; permissible limit set by FSSAI) juice sample and uncontaminated juice samples could be effectively discriminated using ATR-FTIR spectroscopy by modulating pH of apple juice.
机构:
Khon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand
Khon Kaen Univ, Fac Associated Med Sci, Ctr Res & Dev Med Diagnost Labs CMDL, Khon Kaen 40002, ThailandKhon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand
Sein, Thin Thin
Mongmonsin, Urairat
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Khon Kaen Univ, Fac Associated Med Sci, Ctr Res & Dev Med Diagnost Labs CMDL, Khon Kaen 40002, ThailandKhon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand
Mongmonsin, Urairat
Chatchawal, Patutong
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Khon Kaen Univ, Fac Associated Med Sci, Ctr Innovat & Stand Med Technol & Phys Therapy CIS, Khon Kaen 40002, ThailandKhon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand
Chatchawal, Patutong
Wongwattanakul, Molin
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Khon Kaen Univ, Fac Associated Med Sci, Ctr Innovat & Stand Med Technol & Phys Therapy CIS, Khon Kaen 40002, ThailandKhon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand
Wongwattanakul, Molin
Srichaiyapol, Oranee
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Khon Kaen Univ, Fac Associated Med Sci, Ctr Innovat & Stand Med Technol & Phys Therapy CIS, Khon Kaen 40002, ThailandKhon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand
Srichaiyapol, Oranee
Pattanakul, Rungrueang
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Synchrotron Light Res Inst SLRI, 111 Univ Ave, Nakhon Ratchasi 30000, ThailandKhon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand
Pattanakul, Rungrueang
Tippayawat, Patcharaporn
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Khon Kaen Univ, Fac Associated Med Sci, Ctr Res & Dev Med Diagnost Labs CMDL, Khon Kaen 40002, Thailand
Khon Kaen Univ, Fac Associated Med Sci, Dept Med Technol, 123 Mittraphap Rd, Khon Kaen 40002, ThailandKhon Kaen Univ, Fac Associated Med Sci, Med Technol Program, Khon Kaen 40002, Thailand