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DOI: 10.1094/CC-83-0287
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ARTICLE
Single Kernel Near-Infrared Analysis of Tetraploid (Durum) Wheat for
Classification of the Waxy Condition.
Stephen R. Delwiche (1,2), Robert A. Graybosch (3), Lavern E. Hansen (3), Edward
Souza (4), and Floyd E. Dowell (5). (1) USDA-ARS, Beltsville Agricultural
Research Center, Instrumentation and Sensing Laboratory, Building 303,
BARC-East, Beltsville, MD 20705-2350. Names are necessary to report factually on
available data; however, the USDA neither guarantees nor warrants the standard
of the product, and the use of the name by the USDA implies no approval of the
product to the exclusion of others that may also be suitable. (2) Corresponding
author. Phone: 301-504-8450. E-mail: <delwiche@ba.ars.usda.gov> (3) USDA-ARS,
Department of Agronomy, University of Nebraska, Lincoln, NE. (4) University of
Idaho, Plant Breeding and Genetics Department, Aberdeen Research and Extension
Center, Aberdeen, ID. (5) USDA-ARS, Grain Marketing and Production Research
Center, Manhattan, KS. Cereal Chem. 83(3):287-292. Accepted February 17, 2006.
This article is in the public domain and not copyrightable. It may be freely
reprinted with customary crediting of the source. AACC International, Inc.,
2006.
Plant breeding programs are active worldwide in the development of waxy
hexaploid (Triticum aestivum L.) and tetraploid (T. turgidum L.
var. durum) wheats. Conventional breeding practices will produce waxy
cultivars adapted to their intended geographical region that confer unique end
use characteristics. Essential to waxy wheat development, a means to rapidly
and, ideally, nondestructively identify the waxy condition is needed for
point-of-sale use. The study described herein evaluated the effectiveness of
near-infrared (NIR) reflectance single-kernel spectroscopy for classification of
durum wheat into its four possible waxy alleles: wild type, waxy, and the two
intermediate states in which a null allele occurs at either of the two
homologous genes (Wx-1A and Wx-1B) that encodes for the production
of the enzyme granule bound starch synthase (GBSS) that controls amylose
synthesis. Two years of breeders' samples (2003 and 2004), corresponding to 47
unique lines subdivided about equally into the four GBSS genotypes, were scanned
in reflectance (1,000–1,700 nm) on an individual kernel basis. Linear
discriminant analysis models were developed using the best set of four
wavelengths, best four wavelength differences, and best four principal
components. Each model consistently demonstrated the high ability (typically
>95% of the time) to classify the fully waxy genotype. However, correct
classification among the three other genotypes (wild type, wx-A1 null,
and wx-B1 null) was generally not possible.
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