Fluorescence Imaging Spectroscopy (FIS) for Comparing Spectra from Corn Ears Naturally and Artificially Infected with Aflatoxin Producing Fungus

被引:39
作者
Hruska, Zuzana [1 ]
Yao, Haibo [1 ]
Kincaid, Russell [1 ]
Darlington, Dawn [1 ]
Brown, Robert L. [2 ]
Bhatnagar, Deepak [2 ]
Cleveland, Thomas E. [2 ]
机构
[1] Mississippi State Univ, MSU Sci & Technol Ctr, Geosyst Res Inst, Stennis Space Ctr, MS 39529 USA
[2] ARS, So Reg Res Ctr, USDA, New Orleans, LA 70124 USA
关键词
aflatoxin; Aspergillus flavus; fluorescence spectra; hyperspectral imaging; maize; CONTAMINATION; MYCOTOXINS; PREDICTION; MANAGEMENT; FRUIT; MOLD;
D O I
10.1111/1750-3841.12202
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
In an effort to address the problem of rapid detection of aflatoxin in grain, particularly oilseeds, the current study assessed the spectral differences of aflatoxin production in kernels from a cornfield inoculated with spores from 2 different strains of toxigenic Aspergillus flavus. Aflatoxin production in corn from the same field due to natural infestation was also assessed. A small corn plot in Baton Rouge, La., U.S.A., was used during the 2008-growing season. Two groups of 400 plants were inoculated with 2 different inocula and 1 group of 400 plants was designated as controls. Any contamination detected in the controls was attributed to natural infestation. A subset of each group was imaged with a visible near infra red (VNIR) hyperspectral system under ultra violet (UV) excitation and subsequently analyzed for aflatoxin using affinity column fluorometry. Group differences were statistically analyzed. Results indicate that when all the spectral data across all groups were averaged, any potential differences between groups (treated and untreated) were obscured. However, spectral analysis based on contaminated hot pixel classification showed a distinct spectral shift/separation between contaminated and clean ears with fluorescence peaks at 501 and 478 nm, respectively. All inoculated and naturally infected control ears had fluorescence peaks at 501 nm that differed from uninfected corn ears. Results from this study may be useful in evaluating rapid, noninvasive instrumentation and/or methodology for aflatoxin detection in grain.
引用
收藏
页码:T1313 / T1320
页数:8
相关论文
共 37 条
[1]  
[Anonymous], 2002, AFL HDB
[2]  
[Anonymous], 2003, MYCOTOXINS RISKS PLA
[3]  
BIRTH GS, 1970, J ASSOC OFF ANA CHEM, V53, P931
[4]  
Buckley PM, 2009, MSU MAFES B, V1148
[5]   Developing Resistance to Aflatoxin in Maize and Cottonseed [J].
Cary, Jeffrey W. ;
Rajasekaran, Kanniah ;
Brown, Robert L. ;
Luo, Meng ;
Chen, Zhi-Yuan ;
Bhatnagar, Deepak .
TOXINS, 2011, 3 (06) :678-696
[6]  
COPPOCK RW, 1989, J AM VET MED ASSOC, V195, P1380
[7]   Shape extraction and classification of pizza base using computer vision [J].
Du, CJ ;
Sun, DW .
JOURNAL OF FOOD ENGINEERING, 2004, 64 (04) :489-496
[8]   Near-infrared hyperspectral imaging for predicting colour, pH and tenderness of fresh beef [J].
ElMasry, Gamal ;
Sun, Da-Wen ;
Allen, Paul .
JOURNAL OF FOOD ENGINEERING, 2012, 110 (01) :127-140
[9]  
Jakic-Dimic D., 2009, Biotechnology in Animal Husbandry, V25, P1203
[10]  
Keyl AC., 1978, MYCOTOXIC FUNGI MYCO, P927