title: Evaluating the performance of sampling plans to detect fumonisin B1 in maize lots marketed in Nigeria.
abstract: Fumonisins are toxic and carcinogenic compounds produced by fungi that can be readily found in maize. The establishment of maximum limits for fumonisins requires the development of scientifically based sampling plans to detect fumonisin in maize. As part of an International Atomic Energy Agency effort to assist developing countries to control mycotoxin contamination, a study was conducted to design sampling plans to detect fumonisin in maize produced and marketed in Nigeria. Eighty-six maize lots were sampled according to an experimental protocol in which an average of 17 test samples, 100 g each, were taken from each lot and analyzed for fumonisin B1 by using liquid chromatography. The total variability associated with the fumonisin test procedure was measured for each lot. Regression equations were developed to predict the total variance as a function of fumonisin concentration. The observed fumonisin distribution among the replicated-sample test results was compared with several theoretical distributions, and the negative binomial distribution was selected to model the fumonisin distribution among test results. A computer model was developed by using the variance and distribution information to predict the performance of sampling plan designs to detect fumonisin in maize shipments. The performance of several sampling plan designs was evaluated to demonstrate how to manipulate sample size and accept/reject limits to reduce misclassification of maize lots.
authors.affiliation: U.S. Department of Agriculture, Agricultural Research Service, Box 7625, North Carolina State University, Raleigh, NC, USA. tom_whitaker@ncsu.edu
authors.forename: Thomas B
authors.initials: TB
authors.lastname: Whitaker
authors.forename: M Bruno
authors.initials: MB
authors.lastname: Doko
authors.forename: Britt M
authors.initials: BM
authors.lastname: Maestroni
authors.forename: Andrew B
authors.initials: AB
authors.lastname: Slate
authors.forename: Bosede F
authors.initials: BF
authors.lastname: Ogunbanwo
mesh_terms: D002851:Chromatography, High Pressure Liquid; D002853:Chromatography, Liquid / Q000379:methods; D004305:Dose-Response Relationship, Drug; D005504:Food Analysis / Q000379:methods*; D005506:Food Contamination; D037341:Fumonisins / Q000032:analysis*; D015233:Models, Statistical; D008962:Models, Theoretical; D009549:Nigeria; D010944:Plants / Q000378:metabolism; D012044:Regression Analysis; D015203:Reproducibility of Results; D012107:Research Design; D018401:Sample Size; D003313:Zea mays / Q000737:chemistry* / Q000378:metabolism*
chemical_list: D037341:Fumonisins; C056933:fumonisin B1