Genetic dissection of root architectural plasticity and identification of candidate loci in response to drought stress in bread wheat

被引:3
作者
Siddiqui, Nurealam [1 ,2 ]
Gabi, Melesech T. [1 ]
Kamruzzaman, Mohammad [1 ,3 ]
Ambaw, Abebaw M. [1 ]
Teferi, Tesfaye J. [1 ]
Dadshani, Said [4 ]
Leon, Jens [1 ,5 ]
Ballvora, Agim [1 ]
机构
[1] Univ Bonn, Inst Crop Sci & Resource Conservat INRES Plant Bre, D-53115 Bonn, Germany
[2] Bangabandhu Sheikh Mujibur Rahman Agr Univ, Dept Biochem & Mol Biol, Gazipur 1706, Bangladesh
[3] Bangladesh Inst Nucl Agr BINA, Plant Breeding Div, Mymensingh 2202, Bangladesh
[4] Univ Bonn, INRES Plant Nutr, D-53115 Bonn, Germany
[5] Univ Bonn, Field Lab Campus Klein Altendorf, Klein Altendorf 2, D-53359 Rheinbach, Germany
来源
BMC GENOMIC DATA | 2023年 / 24卷 / 01期
关键词
Candidate loci; Drought stress; GWAS; Root phenotypic plasticity; SNP; Wheat; WATER-UPTAKE; TOLERANCE; ASSOCIATION; TRAITS; RICE; QTL;
D O I
10.1186/s12863-023-01140-7
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background The frequency of droughts has dramatically increased over the last 50 years, causing yield declines in cereals, including wheat. Crop varieties with efficient root systems show great potential for plant adaptation to drought stress, however; genetic control of root systems in wheat under field conditions is not yet well understood. Results Natural variation in root architecture plasticity (phenotypic alteration due to changing environments) was dissected under field-based control (well-irrigated) and drought (rain-out shelter) conditions by a genome-wide association study using 200 diverse wheat cultivars. Our results revealed root architecture and plasticity traits were differentially responded to drought stress. A total of 25 marker-trait associations (MTAs) underlying natural variations in root architectural plasticity were identified in response to drought stress. They were abundantly distributed on chromosomes 1 A, 1B, 2 A, 2B, 3 A, 3B, 4B, 5 A, 5D, 7 A and 7B of the wheat genome. Gene ontology annotation showed that many candidate genes associated with plasticity were involved in water-transport and water channel activity, cellular response to water deprivation, scavenging reactive oxygen species, root growth and development and hormone-activated signaling pathway-transmembrane transport, indicating their response to drought stress. Further, in silico transcript abundance analysis demonstrated that root plasticity-associated candidate genes were highly expressed in roots across different root growth stages and under drought treatments. Conclusion Our results suggest that root phenotypic plasticity is highly quantitative, and the corresponding loci are associated with drought stress that may provide novel ways to enable root trait breeding.
引用
收藏
页数:16
相关论文
共 69 条
[31]   Functional roles of the plasticity of root system development in biomass production and water uptake under rainfed lowland conditions [J].
Kano-Nakata, Mana ;
Gowda, Veeresh R. P. ;
Henry, Amelia ;
Serraj, Rachid ;
Inukai, Yoshiaki ;
Fujita, Daisuke ;
Kobayashi, Nobuya ;
Suralta, Roel R. ;
Yamauchi, Akira .
FIELD CROPS RESEARCH, 2013, 144 :288-296
[32]   Root System Architecture and Abiotic Stress Tolerance: Current Knowledge in Root and Tuber Crops [J].
Khan, M. A. ;
Gemenet, DorcusC. ;
Villordon, Arthur .
FRONTIERS IN PLANT SCIENCE, 2016, 7
[33]   Association mapping in forest trees and fruit crops [J].
Khan, M. Awais ;
Korban, Schuyler S. .
JOURNAL OF EXPERIMENTAL BOTANY, 2012, 63 (11) :4045-4060
[34]   Multiple Integrated Root Phenotypes Are Associated with Improved Drought Tolerance1[OPEN] [J].
Klein, Stephanie P. ;
Schneider, Hannah M. ;
Perkins, Alden C. ;
Brown, Kathleen M. ;
Lynch, Jonathan P. .
PLANT PHYSIOLOGY, 2020, 183 (03) :1011-1025
[35]   Roots Withstanding their Environment: Exploiting Root System Architecture Responses to Abiotic Stress to Improve Crop Tolerance [J].
Koevoets, Iko T. ;
Venema, Jan Hank ;
Elzenga, J. Theo. M. ;
Testerink, Christa .
FRONTIERS IN PLANT SCIENCE, 2016, 7
[36]   Chromosome 3A harbors several pleiotropic and stable drought-responsive alleles for photosynthetic efficiency selected through wheat breeding [J].
Koua, Ahossi Patrice ;
Oyiga, Benedict Chijioke ;
Dadshani, Said ;
Benaouda, Salma ;
Sadeqi, Mohammad Bahman ;
Rascher, Uwe ;
Leon, Jens ;
Ballvora, Agim .
PLANT DIRECT, 2022, 6 (09)
[37]   Breeding Driven Enrichment of Genetic Variation for Key Yield Components and Grain Starch Content Under Drought Stress in Winter Wheat [J].
Koua, Ahossi Patrice ;
Oyiga, Benedict Chijioke ;
Baig, Mirza Majid ;
Leon, Jens ;
Ballvora, Agim .
FRONTIERS IN PLANT SCIENCE, 2021, 12
[38]   Genome-wide association study reveals genomic regions controlling root and shoot traits at late growth stages in wheat [J].
Li, Long ;
Peng, Zhi ;
Mao, Xinguo ;
Wang, Jingyi ;
Chang, Xiaoping ;
Reynolds, Matthew ;
Jing, Ruilian .
ANNALS OF BOTANY, 2019, 124 (06) :993-1006
[39]   Root Growth, Water and Nitrogen Use Efficiencies in Winter Wheat Under Different Irrigation and Nitrogen Regimes in North China Plain [J].
Liu, Weixing ;
Wang, Jiarui ;
Wang, Chenyang ;
Ma, Geng ;
Wei, Qiongru ;
Lu, Hongfang ;
Xie, Yingxin ;
Ma, Dongyun ;
Kang, Guozhang .
FRONTIERS IN PLANT SCIENCE, 2018, 9
[40]   Genebank genomics highlights the diversity of a global barley collection [J].
Milner, Sara G. ;
Jost, Matthias ;
Taketa, Shin ;
Mazon, Elena Rey ;
Himmelbach, Axel ;
Oppermann, Markus ;
Weise, Stephan ;
Knuepffer, Helmut ;
Basterrechea, Martin ;
Koenig, Patrick ;
Schueler, Danuta ;
Sharma, Rajiv ;
Pasam, Raj K. ;
Rutten, Twan ;
Guo, Ganggang ;
Xu, Dongdong ;
Zhang, Jing ;
Herren, Gerhard ;
Mueller, Thomas ;
Krattinger, Simon G. ;
Keller, Beat ;
Jiang, Yong ;
Gonzalez, Maria Y. ;
Zhao, Yusheng ;
Habekuss, Antje ;
Faerber, Sandra ;
Ordon, Frank ;
Lange, Matthias ;
Boerner, Andreas ;
Graner, Andreas ;
Reif, Jochen C. ;
Scholz, Uwe ;
Mascher, Martin ;
Stein, Nils .
NATURE GENETICS, 2019, 51 (02) :319-+