Unravelling the Genetic Basis of Moisture Deficit Stress Tolerance in Wheat for Seedling Vigour-Related Traits and Root Traits Using Genome-Wide Association Study

A key abiotic stress that negatively affects seed germination, plant development, and crop yield is moisture deficit stress. Achieving higher vigour and uniform germination under stress conditions is essential for crop establishment and productivity and to enhance the yield. Hence, revealing wheat’s capacity to withstand moisture deficit stress during seed germination and early growth stages is fundamental in improving its overall performance. However, the genetic regulation of moisture deficit stress tolerance during the seed germination phase remains largely unexplored. In this study, a total of 193 wheat genotypes were subjected to simulated moisture deficit stress using PEG-6000 (−0.4 MPa) during the seed germination stage. The induced moisture deficit stress significantly reduced various seedling-vigour-related traits. The genetic regions linked to these traits were found using a genome-wide association study (GWAS). The analysis identified 235 MTAs with a significance −log10(p) value of >4. After applying the Bonferroni correction, the study identified 47 unique single nucleotide polymorphisms (SNPs) that are linked to candidate genes important for the trait of interest. The current study emphasises the effectiveness of genome-wide association studies (GWAS) in identifying promising candidate genes, improving wheat seedling vigour and root traits, and offering essential information for the development of wheat cultivars tolerant to moisture deficit stress.

[1]  M. Morsy,et al.  Genome-Wide Identification of B3 DNA-Binding Superfamily Members (ABI, HIS, ARF, RVL, REM) and Their Involvement in Stress Responses and Development in Camelina sativa , 2023, Agronomy.

[2]  Shweta Singh,et al.  Genetic dissection of marker trait associations for grain micro-nutrients and thousand grain weight under heat and drought stress conditions in wheat , 2023, Frontiers in Plant Science.

[3]  Shenmin Zhang,et al.  Genome-wide association study of coleoptile length with Shanxi wheat , 2022, Frontiers in Plant Science.

[4]  P. Srivastava,et al.  Genome-wide association study for grain yield and component traits in bread wheat (Triticum aestivum L.) , 2022, Frontiers in Genetics.

[5]  Shweta Singh,et al.  Genome-wide association mapping for component traits of drought and heat tolerance in wheat , 2022, Frontiers in Plant Science.

[6]  F. Araniti,et al.  Benzoxazinoids in Wheat Allelopathy - From Discovery to Application for Sustainable Weed Management , 2022, Environmental and Experimental Botany.

[7]  Xueyuan Li,et al.  Whole Transcriptome Sequencing Reveals Drought Resistance-Related Genes in Upland Cotton , 2022, Genes.

[8]  Jun Chen,et al.  Genome-Wide Analysis of DEAD-box RNA Helicase Family in Wheat (Triticum aestivum) and Functional Identification of TaDEAD-box57 in Abiotic Stress Responses , 2021, Frontiers in plant science.

[9]  James E. Allen,et al.  Ensembl Genomes 2022: an expanding genome resource for non-vertebrates , 2021, Nucleic Acids Res..

[10]  P. Gupta,et al.  Meta-analysis reveals consensus genomic regions associated with multiple disease resistance in wheat (Triticum aestivum L.) , 2021, Molecular Breeding.

[11]  Muhammad Nouman Iqbal,et al.  Genome-Wide Association Mapping for Stomata and Yield Indices in Bread Wheat under Water Limited Conditions , 2021, Agronomy.

[12]  Girish Nath Jha,et al.  Genetic Dissection of Seedling Root System Architectural Traits in a Diverse Panel of Hexaploid Wheat through Multi-Locus Genome-Wide Association Mapping for Improving Drought Tolerance , 2021, International journal of molecular sciences.

[13]  A. Fernie,et al.  Genome-wide association studies: assessing trait characteristics in model and crop plants , 2021, Cellular and Molecular Life Sciences.

[14]  V. Echenique,et al.  Linkage disequilibrium patterns, population structure and diversity analysis in a worldwide durum wheat collection including Argentinian genotypes , 2021, BMC Genomics.

[15]  Jianming Yu,et al.  Status and prospects of genome‐wide association studies in plants , 2021, The plant genome.

[16]  Mehboob-ur-Rahman,et al.  EMS-based mutants are useful for enhancing drought tolerance in spring wheat , 2021, bioRxiv.

[17]  Y. Seo,et al.  F-Box Genes in the Wheat Genome and Expression Profiling in Wheat at Different Developmental Stages , 2020, Genes.

[18]  Tiago Olivoto,et al.  MGIDI: towards an effective multivariate selection in biological experiments , 2020, bioRxiv.

[19]  G. Bai,et al.  High-Resolution Genome-Wide Association Study Identifies Genomic Regions and Candidate Genes for Important Agronomic Traits in Wheat. , 2020, Molecular plant.

[20]  X. Zhang,et al.  Genome-wide identification and expression analysis of YTH domain-containing RNA-binding protein family in common wheat , 2020, BMC Plant Biology.

[21]  A. Kassambara,et al.  Extract and Visualize the Results of Multivariate Data Analyses [R package factoextra version 1.0.7] , 2020 .

[22]  Madhu Pusuluri,et al.  Genome-Wide Association Studies and Genomic Selection in Pearl Millet: Advances and Prospects , 2020, Frontiers in Genetics.

[23]  G. Sciara,et al.  Genome-wide association mapping for grain shape and color traits in Ethiopian durum wheat (Triticum turgidum ssp. durum) , 2020, The Crop Journal.

[24]  J. Estevez,et al.  Role of P-type IIA (ECA) and P-type IIB (ACA) Ca2+-ATPases in plant development and growth. , 2019, Journal of experimental botany.

[25]  S. Cloutier,et al.  The Complex Genetic Architecture of Early Root and Shoot Traits in Flax Revealed by Genome-Wide Association Analyses , 2019, Front. Plant Sci..

[26]  C. Sansaloni,et al.  GWAS to Identify Genetic Loci for Resistance to Yellow Rust in Wheat Pre-Breeding Lines Derived From Diverse Exotic Crosses , 2019, Front. Plant Sci..

[27]  Avjinder S. Kaler,et al.  Estimation of a significance threshold for genome-wide association studies , 2019, BMC Genomics.

[28]  S. Sehgal,et al.  Alien chromosome segment from Aegilops speltoides and Dasypyrum villosum increases drought tolerance in wheat via profuse and deep root system , 2019, BMC Plant Biology.

[29]  Jindong Liu,et al.  Genetic architecture of grain yield in bread wheat based on genome-wide association studies , 2019, BMC Plant Biology.

[30]  A. Ghafoor,et al.  Genome-wide association studies of seven agronomic traits under two sowing conditions in bread wheat , 2019, BMC Plant Biology.

[31]  Y. Liu,et al.  Genetic Dissection of Root System Architectural Traits in Spring Barley , 2019, Front. Plant Sci..

[32]  J. Cullor,et al.  A one health perspective on dairy production and dairy food safety , 2019, One health.

[33]  A. Hashem,et al.  Molecular Players of EF-hand Containing Calcium Signaling Event in Plants , 2019, International journal of molecular sciences.

[34]  Dong-hong Min,et al.  Overexpression of TaCOMT Improves Melatonin Production and Enhances Drought Tolerance in Transgenic Arabidopsis , 2019, International journal of molecular sciences.

[35]  Zhiwu Zhang,et al.  BLINK: a package for the next level of genome-wide association studies with both individuals and markers in the millions , 2018, GigaScience.

[36]  Z. Rengel,et al.  Root length and root lipid composition contribute to drought tolerance of winter and spring wheat , 2018, Plant and Soil.

[37]  C. Abdelly,et al.  Influence of PEG induced drought stress on molecular and biochemical constituents and seedling growth of Egyptian barley cultivars , 2017, Journal, genetic engineering & biotechnology.

[38]  Guishui Xie,et al.  Papain-like cysteine protease encoding genes in rubber (Hevea brasiliensis): comparative genomics, phylogenetic, and transcriptional profiling analysis , 2017, Planta.

[39]  A. Rasheed,et al.  Genome-wide association study for agronomic and physiological traits in spring wheat evaluated in a range of heat prone environments , 2017, Theoretical and Applied Genetics.

[40]  R. Ravikesavan,et al.  Effect of PEG Induced Drought Stress on Seed Germination and Seedling Characters of Maize (Zea mays L.) Genotypes , 2017 .

[41]  M. Nykiel,et al.  Drought tolerance depends on the age of the spring wheat seedlings and differentiates patterns of proteinases , 2017, Russian Journal of Plant Physiology.

[42]  J. Noel,et al.  Unveiling the functional diversity of the alpha/beta hydrolase superfamily in the plant kingdom. , 2016, Current opinion in structural biology.

[43]  R. Visser,et al.  Evaluation of LD decay and various LD-decay estimators in simulated and SNP-array data of tetraploid potato , 2016, Theoretical and Applied Genetics.

[44]  Yucheng Wang,et al.  An Arabidopsis Zinc Finger Protein Increases Abiotic Stress Tolerance by Regulating Sodium and Potassium Homeostasis, Reactive Oxygen Species Scavenging and Osmotic Potential , 2016, Front. Plant Sci..

[45]  M. Cetin,et al.  Determination of the Effect of Drought Stress on the Seed Germination in Some Plant Species , 2016 .

[46]  Jindong Liu,et al.  Genome-Wide QTL Mapping for Wheat Processing Quality Parameters in a Gaocheng 8901/Zhoumai 16 Recombinant Inbred Line Population , 2016, Front. Plant Sci..

[47]  A. Myburg,et al.  The Arabidopsis Domain of Unknown Function 1218 (DUF1218) Containing Proteins, MODIFYING WALL LIGNIN-1 and 2 (At1g31720/MWL-1 and At4g19370/MWL-2) Function Redundantly to Alter Secondary Cell Wall Lignin Content , 2016, PloS one.

[48]  S. Salvi,et al.  Prioritizing quantitative trait loci for root system architecture in tetraploid wheat , 2016, Journal of experimental botany.

[49]  M. Kabir,et al.  Mapping QTLs associated with root traits using two different populations in wheat (Triticum aestivum L.) , 2015, Euphytica.

[50]  Susanne Dreisigacker,et al.  Genome-wide association study for grain yield and related traits in an elite spring wheat population grown in temperate irrigated environments , 2015, Theoretical and Applied Genetics.

[51]  G. Rebetzke,et al.  Use of a large multiparent wheat mapping population in genomic dissection of coleoptile and seedling growth. , 2014, Plant biotechnology journal.

[52]  Gad Abraham,et al.  Fast Principal Component Analysis of Large-Scale Genome-Wide Data , 2014, bioRxiv.

[53]  A. Muscolo,et al.  Effect of PEG-induced drought stress on seed germination of four lentil genotypes , 2014 .

[54]  M. Yano,et al.  Control of root system architecture by DEEPER ROOTING 1 increases rice yield under drought conditions , 2013, Nature Genetics.

[55]  L. Ouyang,et al.  Programmed cell death pathways in cancer: a review of apoptosis, autophagy and programmed necrosis , 2012, Cell proliferation.

[56]  G. Rossi,et al.  Understanding the molecular pathways associated with seed vigor. , 2012, Plant physiology and biochemistry : PPB.

[57]  Lin Wang,et al.  QTL detection of seven spike-related traits and their genetic correlations in wheat using two related RIL populations , 2012, Euphytica.

[58]  Stephanie Smith,et al.  Root system architecture: insights from Arabidopsis and cereal crops , 2012, Philosophical Transactions of the Royal Society B: Biological Sciences.

[59]  G. Hammer,et al.  QTL for nodal root angle in sorghum (Sorghum bicolor L. Moench) co-locate with QTL for traits associated with drought adaptation , 2011, Theoretical and Applied Genetics.

[60]  M. Sayed QTL Analysis for Drought Tolerance Related to Root and Shoot Traits in Barley ( Hordeum vulgare L.) , 2011 .

[61]  Ahmad M. Alqudah,et al.  Effects of late-terminal drought stress on seed germination and vigor of barley (Hordeum vulgare L.) , 2011 .

[62]  Hongsheng Zhang,et al.  Quantitative trait loci analysis for rice seed vigor during the germination stage , 2010, Journal of Zhejiang University SCIENCE B.

[63]  J. Waines,et al.  Root System Size Influences Water‐Nutrient Uptake and Nitrate Leaching Potential in Wheat , 2010 .

[64]  T. Středa,et al.  Drought tolerance of barley varieties in relation to their root system size , 2010 .

[65]  H. Hilhorst,et al.  GERMINATOR: a software package for high-throughput scoring and curve fitting of Arabidopsis seed germination. , 2010, The Plant journal : for cell and molecular biology.

[66]  Yuncai Hu,et al.  A Comparison of Screening Criteria for Salt Tolerance in Wheat under Field and Controlled Environmental Conditions , 2009 .

[67]  Youzhi Ma,et al.  Characterization of the TaAIDFa gene encoding a CRT/DRE-binding factor responsive to drought, high-salt, and cold stress in wheat , 2008, Molecular Genetics and Genomics.

[68]  K. Neumann,et al.  Molecular mapping of genomic regions associated with wheat seedling growth under osmotic stress , 2008, Biologia Plantarum.

[69]  M. Stoehr,et al.  Seed Germination: Mathematical Representation and Parameters Extraction , 2008, Forest Science.

[70]  Karen S. Osmont,et al.  Hidden branches: developments in root system architecture. , 2007, Annual review of plant biology.

[71]  J. Witcombe,et al.  Field evaluation of upland rice lines selected for QTLs controlling root traits , 2007 .

[72]  J. Zhuang,et al.  Root water uptake and profile soil water as affected by vertical root distribution , 2007, Plant Ecology.

[73]  Jia Chen,et al.  Expressing TERF1 in tobacco enhances drought tolerance and abscisic acid sensitivity during seedling development , 2005, Planta.

[74]  P. Gupta,et al.  Linkage disequilibrium and association studies in higher plants: Present status and future prospects , 2005, Plant Molecular Biology.

[75]  R. K. Behl,et al.  Indices of drought tolerance in wheat genotypes at early stages of plant growth , 2004 .

[76]  L. Kaufman,et al.  The Arabidopsis cupin domain protein AtPirin1 interacts with the G protein alpha-subunit GPA1 and regulates seed germination and early seedling development. , 2003, The Plant cell.

[77]  P. Donnelly,et al.  Association mapping in structured populations. , 2000, American journal of human genetics.

[78]  C. Messier,et al.  WinRHlZO™, a Root-measuring System with a Unique Overlap Correction Method , 1995 .

[79]  W. F. Thompson,et al.  Rapid isolation of high molecular weight plant DNA. , 1980, Nucleic acids research.

[80]  James D. Anderson,et al.  Vigor Determination in Soybean Seed by Multiple Criteria 1 , 1973 .

[81]  M. Kaufmann,et al.  The osmotic potential of polyethylene glycol 6000. , 1973, Plant physiology.

[82]  OUP accepted manuscript , 2021, Nucleic Acids Research.

[83]  F. Wang,et al.  A genome-wide association study of wheat yield and quality-related traits in southwest China , 2017, Molecular Breeding.

[84]  O. Ansari,et al.  Osmo and hydro priming improvement germination characteristics and enzyme activity of Mountain Rye (Secale montanum) seeds under drought stress , 2012 .

[85]  U. Lohwasser,et al.  Genetic mapping within the wheat D genome reveals QTL for germination, seed vigour and longevity, and early seedling growth , 2009, Euphytica.

[86]  H. D. Laughinghouse,et al.  Germination of Sorghum Under the Influences of Water Restriction and Temperature , 2008 .

[87]  R. Ellis The quantification of ageing and survival in orthodox seeds , 1981 .