Genome-wide association analysis of grain yield and Striga hermonthica and S. asiatica resistance in tropical and sub-tropical maize populations

被引:0
|
作者
Dossa, Emeline N. [1 ]
Shimelis, Hussein [1 ]
Shayanowako, Admire I. T. [1 ]
机构
[1] Univ KwaZulu Natal, Sch Agr Earth & Environm Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South Africa
来源
BMC PLANT BIOLOGY | 2024年 / 24卷 / 01期
关键词
Grain yield; GWAS; Maize; Resistance breeding; Striga resistance; INFESTATION; SOFTWARE; TRAITS;
D O I
10.1186/s12870-024-05590-8
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Background Genetic improvement for Striga hermonthica (Sh) and S. asiatica (Sa) resistance is the most economical and effective control method to enhance the productivity of maize and other major cereal crops. Hence, identification of quantitative trait loci (QTL) associated with Striga resistance and economic traits will guide the pace and precision of resistance breeding in maize. The objective of this study was to undertake a genome-wide association analysis of grain yield and Sh and Sa resistance among tropical and sub-tropical maize populations to identify putative genetic markers and genes for resistance breeding. 126 maize genotypes were evaluated under controlled environment conditions using artificial infestation of Sh and Sa. The test genotypes were profiled for grain yield (GY), Striga emergence counts at 8 (SEC8) and 10 (SEC10) weeks after planting, and Striga damage rate scores at 8 (SDR8) and 10 (SDR10) weeks after planting. Population structure analysis and genome-wide association mapping were undertaken based on 16,000 single nucleotide polymorphism (SNP) markers. Results A linkage disequilibrium (LD) analysis in 798,675 marker pairs revealed that 21.52% of pairs were in significant linkage (P < 0.001). Across the chromosomes, the LD between SNPs decayed below a critical level (r(2) = 0.1) at a map distance of 0.19 Mbp. The genome-wide association study identified 50 significant loci associated with Sh resistance and 22 significant loci linked to Sa resistance, corresponding to 39 and 19 candidate genes, respectively. Conclusion The study found non-significant QTL associated with dual resistance to the two examined Striga species Some of the detected genes reportedly conditioned insect and pathogen resistance, plant cell development, variable senescence, and pollen fertility. The markers detected in the present study for Sa resistance were reported for the first time. The gene Zm00001eb219710 was pleiotropic, and conditioned GY and SEC10, while Zm00001eb165170 affected SDR8 and SDR10, and Zm00001eb112030 conditioned SDR8 and SDR10 associated with Sh resistance. The candidate genes may facilitate simultaneous selection for Sh and Sa resistance and grain yield in maize after further validation and introgression in breeding pipelines. Overall, we recommend breeding maize specifically for resistance to each Striga species using germplasm adapted to the endemic region of each parasite.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] QTL mapping and genome-wide association analysis reveal genetic loci and candidate gene for resistance to gray leaf spot in tropical and subtropical maize germplasm
    Pan, Yanhui
    Jiang, Fuyan
    Shaw, Ranjan K.
    Sun, Jiachen
    Li, Linzhuo
    Yin, Xingfu
    Bi, Yaqi
    Kong, Jiao
    Zong, Haiyang
    Gong, Xiaodong
    Ijaz, Babar
    Fan, Xingming
    THEORETICAL AND APPLIED GENETICS, 2024, 137 (12)
  • [42] Genome-wide association analysis of kernel nutritional quality in two natural maize populations
    Wenting Wan
    Ying Wu
    Die Hu
    Fan Ye
    Xiaopeng Wu
    Xingyue Qi
    Hangyu Liang
    Haiyang Zhou
    Jiquan Xue
    Shutu Xu
    Xinghua Zhang
    Molecular Breeding, 2023, 43
  • [43] Genome-wide association analysis of kernel nutritional quality in two natural maize populations
    Wan, Wenting
    Wu, Ying
    Hu, Die
    Ye, Fan
    Wu, Xiaopeng
    Qi, Xingyue
    Liang, Hangyu
    Zhou, Haiyang
    Xue, Jiquan
    Xu, Shutu
    Zhang, Xinghua
    MOLECULAR BREEDING, 2023, 43 (03)
  • [44] Genome-Wide Association Study and QTL Mapping Reveal Genomic Loci Associated with Fusarium Ear Rot Resistance in Tropical Maize Germplasm
    Chen, Jiafa
    Shrestha, Rosemary
    Ding, Junqiang
    Zheng, Hongjian
    Mu, Chunhua
    Wu, Jianyu
    Mahuku, George
    G3-GENES GENOMES GENETICS, 2016, 6 (12): : 3803 - 3815
  • [45] Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
    Rashid, Zerka
    Sofi, Mehrajuddin
    Harlapur, Sharanappa I.
    Kachapur, Rajashekhar M.
    Dar, Zahoor Ahmed
    Singh, Pradeep Kumar
    Zaidi, Pervez Haider
    Vivek, Bindiganavile Sampath
    Nair, Sudha Krishnan
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [46] Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
    Zerka Rashid
    Mehrajuddin Sofi
    Sharanappa I. Harlapur
    Rajashekhar M. Kachapur
    Zahoor Ahmed Dar
    Pradeep Kumar Singh
    Pervez Haider Zaidi
    Bindiganavile Sampath Vivek
    Sudha Krishnan Nair
    Scientific Reports, 10
  • [47] Genetic Dissection of Resistance to Gray Leaf Spot by Combining Genome-Wide Association, Linkage Mapping, and Genomic Prediction in Tropical Maize Germplasm
    Kibe, Maguta
    Nair, Sudha K.
    Das, Biswanath
    Bright, Jumbo M.
    Makumbi, Dan
    Kinyua, Johnson
    Suresh, L. M.
    Beyene, Yoseph
    Olsen, Michael S.
    Prasanna, Boddupalli M.
    Gowda, Manje
    FRONTIERS IN PLANT SCIENCE, 2020, 11
  • [48] Genome-Wide Association Study and Prediction of Tassel Weight of Tropical Maize Germplasm in Multi-Parent Population
    Liu, Meichen
    Zhang, Yudong
    Shaw, Ranjan K.
    Zhang, Xingjie
    Li, Jinfeng
    Li, Linzhuo
    Li, Shaoxiong
    Adnan, Muhammad
    Jiang, Fuyan
    Bi, Yaqi
    Yin, Xingfu
    Fan, Xingming
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (03)
  • [49] Validation of Yield Component Traits Identified by Genome-Wide Association Mapping in a tropical japonica x tropical japonica Rice Biparental Mapping Population
    Eizenga, Georgia C.
    Jia, Melissa H.
    Jackson, Aaron K.
    Boykin, Debbie L.
    Ali, M. Liakat
    Shakiba, Ehsan
    Tran, Nhien T.
    McCouch, Susan R.
    Edwards, Jeremy D.
    PLANT GENOME, 2019, 12 (01):
  • [50] Genome-wide association analysis of ear rot resistance caused by Fusarium verticillioides in maize
    de Jong, Guilherme
    Alves Pamplona, Andrezza Kellen
    Von Pinho, Renzo Garcia
    Balestre, Marcio
    GENOMICS, 2018, 110 (05) : 291 - 303