QTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different Densities

Stalk related traits, comprising plant height (PH), ear height (EH), internode number (IN), average internode length (AIL), stalk diameter (SD), and ear height coefficient (EHC), are significantly correlated with yield, density tolerance, and lodging resistance in maize. To investigate the genetic b...

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Published in:Journal of Integrative Agriculture
Main Authors: Li-ying ZHU, Jing-tang CHEN, Ding Li, Jian-hua ZHANG, Ya-qun HUANG, Yong-feng ZHAO, Zhan-quan SONG, Zhi-zeng LIU
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2013-02-01
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S209531191360221X
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author Li-ying ZHU
Jing-tang CHEN
Ding Li
Jian-hua ZHANG
Ya-qun HUANG
Yong-feng ZHAO
Zhan-quan SONG
Zhi-zeng LIU
author_facet Li-ying ZHU
Jing-tang CHEN
Ding Li
Jian-hua ZHANG
Ya-qun HUANG
Yong-feng ZHAO
Zhan-quan SONG
Zhi-zeng LIU
author_sort Li-ying ZHU
collection DOAJ
container_title Journal of Integrative Agriculture
description Stalk related traits, comprising plant height (PH), ear height (EH), internode number (IN), average internode length (AIL), stalk diameter (SD), and ear height coefficient (EHC), are significantly correlated with yield, density tolerance, and lodging resistance in maize. To investigate the genetic basis for stalk related traits, a doubled haploid (DH) population derived from a cross between NX531 and NX110 were evauluated under two densities over 2 yr. The additive quantitative trait loci (QTLs), epistatic QTLs were detected using inclusive composite interval mapping and QTL-by-environment interaction were detected using mixed linear model. Differences between the two densities were significant for the six traits in the DH population. A linkage map that covered 1 721.19 cM with an average interval of 10.50 cM was constructed with 164 simple sequence repeat (SSR). Two, two, seven, six, two, and eight additive QTLs for PH, IN, AIL, EH, SD, and EHC, respectively. The extend of their contribution to penotypic variation ranged from 10.10 to 31.93%. Seven QTLs were indentified simultaneously under both densities. One pair, two pairs and one pair of epistatic effects were detected for AIL, SD and EHC, respectively. No epistatic effects were detected for PH, EH, and IN. Nineteen QTLs with environment interactions were detected and their contribution to phenotypic variation ranged from 0.43 to 1.89%. Some QTLs were stably detected under different environments or genetic backgrounds comparing with previous studies. These QTLs could be useful for genetic improvement of stalk related traits in maize breeding.
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spelling doaj-e2953f034643491a9e4eab38cc4495942025-11-03T00:21:57ZengKeAi Communications Co., Ltd.Journal of Integrative Agriculture2095-31192013-02-0112221822810.1016/S2095-3119(13)60221-XQTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different DensitiesLi-ying ZHU0Jing-tang CHEN1Ding Li2Jian-hua ZHANG3Ya-qun HUANG4Yong-feng ZHAO5Zhan-quan SONG6Zhi-zeng LIU7College of Agronomy, Agricultural University of Hebei/Hebei Sub-Center of National Maize Improvement Center, Ministry of Agriculture/Northern China Key Laboratory for Crop Germplasm Resources, Ministry of Education, Baoding 071001, P.R. China; ZHU li-ying, Tel: +86-312-7528402College of Agronomy, Agricultural University of Hebei/Hebei Sub-Center of National Maize Improvement Center, Ministry of Agriculture/Northern China Key Laboratory for Crop Germplasm Resources, Ministry of Education, Baoding 071001, P.R. China; Correspondence CHEN Jing-tang, Tel: +86-312-7528108College of Agronomy, Agricultural University of Hebei/Hebei Sub-Center of National Maize Improvement Center, Ministry of Agriculture/Northern China Key Laboratory for Crop Germplasm Resources, Ministry of Education, Baoding 071001, P.R. ChinaCollege of Agronomy, Agricultural University of Hebei/Hebei Sub-Center of National Maize Improvement Center, Ministry of Agriculture/Northern China Key Laboratory for Crop Germplasm Resources, Ministry of Education, Baoding 071001, P.R. ChinaCollege of Agronomy, Agricultural University of Hebei/Hebei Sub-Center of National Maize Improvement Center, Ministry of Agriculture/Northern China Key Laboratory for Crop Germplasm Resources, Ministry of Education, Baoding 071001, P.R. ChinaCollege of Agronomy, Agricultural University of Hebei/Hebei Sub-Center of National Maize Improvement Center, Ministry of Agriculture/Northern China Key Laboratory for Crop Germplasm Resources, Ministry of Education, Baoding 071001, P.R. ChinaBaoding University, Baoding 071051, P.R. ChinaCollege of Agronomy, Agricultural University of Hebei/Hebei Sub-Center of National Maize Improvement Center, Ministry of Agriculture/Northern China Key Laboratory for Crop Germplasm Resources, Ministry of Education, Baoding 071001, P.R. ChinaStalk related traits, comprising plant height (PH), ear height (EH), internode number (IN), average internode length (AIL), stalk diameter (SD), and ear height coefficient (EHC), are significantly correlated with yield, density tolerance, and lodging resistance in maize. To investigate the genetic basis for stalk related traits, a doubled haploid (DH) population derived from a cross between NX531 and NX110 were evauluated under two densities over 2 yr. The additive quantitative trait loci (QTLs), epistatic QTLs were detected using inclusive composite interval mapping and QTL-by-environment interaction were detected using mixed linear model. Differences between the two densities were significant for the six traits in the DH population. A linkage map that covered 1 721.19 cM with an average interval of 10.50 cM was constructed with 164 simple sequence repeat (SSR). Two, two, seven, six, two, and eight additive QTLs for PH, IN, AIL, EH, SD, and EHC, respectively. The extend of their contribution to penotypic variation ranged from 10.10 to 31.93%. Seven QTLs were indentified simultaneously under both densities. One pair, two pairs and one pair of epistatic effects were detected for AIL, SD and EHC, respectively. No epistatic effects were detected for PH, EH, and IN. Nineteen QTLs with environment interactions were detected and their contribution to phenotypic variation ranged from 0.43 to 1.89%. Some QTLs were stably detected under different environments or genetic backgrounds comparing with previous studies. These QTLs could be useful for genetic improvement of stalk related traits in maize breeding.http://www.sciencedirect.com/science/article/pii/S209531191360221Xmaizedensitystalk related traitsquantitative trait lociepistatic effectQTL-by-environment interaction
spellingShingle Li-ying ZHU
Jing-tang CHEN
Ding Li
Jian-hua ZHANG
Ya-qun HUANG
Yong-feng ZHAO
Zhan-quan SONG
Zhi-zeng LIU
QTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different Densities
maize
density
stalk related traits
quantitative trait loci
epistatic effect
QTL-by-environment interaction
title QTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different Densities
title_full QTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different Densities
title_fullStr QTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different Densities
title_full_unstemmed QTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different Densities
title_short QTL Mapping for Stalk Related Traits in Maize (Zea mays L.) Under Different Densities
title_sort qtl mapping for stalk related traits in maize zea mays l under different densities
topic maize
density
stalk related traits
quantitative trait loci
epistatic effect
QTL-by-environment interaction
url http://www.sciencedirect.com/science/article/pii/S209531191360221X
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