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a Unité de Génétique et d'Amélioration des Plantes Fourragères, INRA, 86600 Lusignan, France
b Station de Génétique Végétale, INRA, 91190 Gif sur Yvette, France
* Corresponding author (barriere{at}lusignan.inra.fr)
Improving digestibility is a major goal for forage maize (Zea mays L.) breeding programs. Quantitative trait loci (QTL) affecting forage maize digestibility-related and agronomic traits were mapped and characterized in a set of recombinant inbred lines (RIL). Eleven traits were analyzed on whole plant samples: neutral detergent fiber (NDF), starch content (STC), crude protein content (CPC), acid detergent lignin (ADL), in vitro dry matter digestibility (IVDMD), in vitro cell wall digestibility (IVNDFD), in vitro digestibility of non-starch and non-soluble carbohydrate (IVDNSC), dry matter content (DMC), dry matter yield (DMY), mid-silk date (SILK), and plant height (PHT). Evaluation was performed among the RIL populations studied per se (RILps) and in combination with a tester (TC). The genetic variances (
2g) were highly significant and, in most cases, greater than genotype x year interaction variances (
2gxy). Heritabilities ranged from 0.49 to 0.70 in RILps and from 0.12 to 0.58 in TC. Twenty-eight QTL were identified among TC by CIM, which explained individually between 3.3 and 20.2% of the phenotypic variation (R2p) for traits related to digestibility or agronomic performance. Twenty QTL were identified among RILps, which explained individually between 6.5 and 15.3% of the phenotypic variation (R2p). Seven of these QTL were common to TC and RILps. Cell wall digestibility estimates (IVNDFD or IVDNSC) were the traits with the highest number of QTL. In contrast, we detected only one QTL for dry matter digestibility (IVDMD). Thus, it may be useful to separate IVDMD into its two component parts, cell wall digestibility, which could be estimated from line per se values, and starch content. Characteristics such as IVDNSC or IVNDFD, coupled with QTL information, would be powerful tools in the search for genes involved in maize lignification or cell wall biogenesis.
Abbreviations: ADL, acid detergent lignin CIM, composite interval mapping cM, centimorgan CPC, crude protein content DM, dry matter DMC, dry matter content DMY, dry matter yield IVDMD, in vitro dry matter digestibility IVDNSC, in vitro digestibility of non-starch and non-soluble carbohydrate IVNDFD, in vitro cell wall digestibility NDF, neutral detergent fiber NIRS, near infra-red reflectance spectroscopy PHT, plant height QTL, quantitative trait locus/loci RFLP, restriction fragment length polymorphism RILs, recombinant inbred lines RILps, RIL per se SC, soluble carbohydrate SILK, date of mid silking STC, starch content TC, test cross
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