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Published online 16 January 2008
Published in Crop Sci 48:243-252 (2008)
© 2008 Crop Science Society of America
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QTL Associated with Maize Kernel Oil, Protein, and Starch Concentrations; Kernel Mass; and Grain Yield in Illinois High Oil x B73 Backcross-Derived Lines

James J. Wassoma,*, Jeffrey C. Wongb, Edwin Martinezc, Joseph J. Kingd, Jan DeBaenee, Jay R. Hotchkissf, Venugopal Mikkilinenig, Martin O. Bohnh and Torbert R. Rochefordh

a Formerly Dep. of Crop Sciences, University of Illinois, 1101 S. Goodwin Ave., Urbana IL, 61801
b Dep. of Horticulture and Crop Science, California Polytechnic State University, San Luis Obispo, CA 93407
c I.I.C.A., P.O. Box 70, Belize City, Belize, Central America
d Seminis Vegetable Seeds, Inc., 37437 State Hwy. 16, Woodland, CA 95695
e Betaseeds, Inc., 898 Center St. W., Kimberly, ID 83341
f Pioneer Hi-Bred International, Inc., 216 West 2nd S., Brookings, SD 57006
g Dep. of Chemical Engineering, University of Delaware, Newark, DE 19716
h Dep. of Crop Sciences, University of Illinois, 1101 S. Goodwin Ave., Urbana, IL 61801

* Corresponding author (mewassom{at}sio.midco.net).

Illinois long-term selection strains of maize (Zea mays L.) have been useful for identifying genomic regions controlling kernel oil, protein, and starch concentrations. To identify kernel trait quantitative trait loci (QTL) in a genetic background more relevant to practical breeding, 150 BC1-derived S1 lines (BC1S1s) were produced from Illinois High Oil and recurrent parent B73. Oil, protein, and starch were measured in BC1S1s and in Mo17-topcross hybrids (TCs). Kernel mass of BC1S1s and grain yield of TCs were also determined. Starch was positively correlated with mass in BC1S1s (rp = 0.67**, {alpha} ≤ 0.01) and with yield in TCs (rp = 0.59**). Oil was negatively correlated with mass in BC1S1s (rp = –0.29**) and with yield in TCs (rp = –0.30**). Oil was negatively correlated with starch in BC1S1s (rp = –0.75**) and TCs (rp = –0.66**). A genetic map with length = 1486 cM was created with 110 markers. Multiple regression models with QTL detected by composite interval mapping (CIM) explained 46.9, 45.2, 44.3, and 17.7% of phenotypic variance for oil, protein, starch, and mass, respectively, in BC1S1s and 17.5, 22.9, 40.1, and 28.7% for oil, protein, starch, and yield, respectively, in TCs. A 22 cM-interval on chromosome 6 in BC1S1s included oil, protein, and starch QTL, including a QTL explaining 36.7% of the BC1S1 phenotypic variation for oil. No yield QTL were detected in this region. Introgression of this QTL into breeding lines might increase oil while maintaining yield.

Abbreviations: BC, backcross; BC1S1s, backcross1-derived S1 lines • CIM, composite interval mapping • H2, broad-sense heritability • HOC, high-oil corn or maize • IHO, Illinois High Oil • ILO, Illinois Low Oil • ILO(EM), ILO-early maturity • LOD, likelihood of odds • PCR, polymerase chain reaction • p, proportion of genotypic variance explained • QTL, quantitative trait loci • Radj2, coefficient of determination with adjustment for the number of terms in a model • RFLP, restriction fragment length polymorphism • rg, genotypic correlation • rp, phenotypic correlation • SSR, simple sequence repeat • TCs, topcross hybrids


This research was supported by grants from the Midwest Plant Biotechnology Consortium, The Consortium for Plant Biotechnology Research, The North Central Biotechnology Program, and the Illinois-Missouri Biotechnology Alliance. Matching support was provided at various times from Cargill Seeds, Pioneer Hi-Bred International, and Monsanto, and from the Department of Crop Sciences and University of Illinois Agricultural Experiment Station. We acknowledge the technical help of Jerry Chandler, Craig Anderson, and Don Roberts, and the numerous undergraduate field and lab helpers.

All rights reserved. No part of this periodical may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher. Permission for printing and for reprinting the material contained herein has been obtained by the publisher.

Received for publication April 12, 2007.


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