Alam M, Mace E, Van Oosterom E, Cruickshank A, Hunt C, Hammer G, Jordan DR (2014) QTL analysis in multiple sorghum populations facilitates the dissection of the genetic and physiological control of tillering. Theor Appl Genet 127:2253–2266. https://doi.org/10.1007/s00122-014-2377-9

Article  CAS  PubMed  Google Scholar 

Ambawat S, Senthilvel S, Hash CT, Nepolean T, Rajaram V, Eshwar K, Sharma R, Thakur RP, Rao VP, Yadav RC, Srivastava R (2016) QTL mapping of Pearl millet rust resistance using an integrated DArT- and SSR-based linkage map. Euphytica 209(2):461–476

Article  Google Scholar 

Baloch FS, Alsaleh A, Shahid MQ, Çiftçi VE, de Sáenz Miera L, Aasim M, Nadeem MA, Aktaş H, Özkan H, Hatipoğlu R (2017) A whole genome DArTseq and SNP analysis for genetic diversity assessment in durum wheat from central fertile crescent. PLoS One 12(1):e0167821. https://doi.org/10.1371/journal.pone.0167821

Article  CAS  PubMed  PubMed Central  Google Scholar 

Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J Royal Stat Soc Ser B 57(1):289–300. https://doi.org/10.1111/j.2517-6161.1995.tb02031.x

Article  Google Scholar 

Bhullar NK, Zhang Z, Wicker T, Keller B (2010) Wheat gene bank accessions as a source of new alleles of the powdery mildew resistance gene Pm3: a large scale allele mining project. BMC Plant Biol 10:88. https://doi.org/10.1186/1471-2229-10-88

Article  CAS  PubMed  PubMed Central  Google Scholar 

Bocianowski J, Leśniewska-Bocianowska A (2025) Towards the identification of candidate genes for pollen morphological traits in Rubus L. using association mapping. Forests 16(9):1395. https://doi.org/10.3390/cimb45040173

Article  CAS  Google Scholar 

Bocianowski J, Tomkowiak A, Bocianowska M, Sobiech A (2023) The use of DArTseq technology to identify markers related to the heterosis effects in selected traits in maize. Curr Issues Mol Biol 45:2644–2660. https://doi.org/10.3390/cimb45040173

Article  CAS  PubMed  PubMed Central  Google Scholar 

Bolibok-Bragoszewska H, Heller-Uszyńska K, Wenzl P, Uszyński G, Kilian A, Rakoczy-Trojanowska M (2009) DArT markers for the rye genome – genetic diversity and mapping. BMC Genomics 10:578. https://doi.org/10.1186/1471-2164-10-578

Article  CAS  PubMed  PubMed Central  Google Scholar 

Bonafaccia G, Galli V, Francisci R, Mair V, Skrabanja V, Kreft I (2000) Characteristics of spelt wheat products and nutritional value of spelt wheat-based bread. Food Chem 68(4):437–441. https://doi.org/10.1016/S0308-8146(99)00215-0

Article  CAS  Google Scholar 

Conner RL, Kuzyk AD, Su H (2003) Impact of powdery mildew on the yield of soft white spring wheat cultivars. Can J Plant Sci 83(4):725–728. https://doi.org/10.4141/P03-043

Article  Google Scholar 

Courtois B, Audebert A, Dardou A, Roques S, Ghneim-Herrera T, Droc G, Frouin J, Rouan L, Gozé E, Kilian A, Ahmadi N, Dingkuhn M (2013) Genome-wide association mapping of root traits in a japonica rice panel. PLoS One 8(11):e78037. https://doi.org/10.1371/journal.pone.0078037

Article  CAS  PubMed  PubMed Central  Google Scholar 

Čurná V, Lacko-Bartošová M (2017) Chemical composition and nutritional value of emmer wheat (Triticum dicoccon Schrank): a review. J Cent Eur Agric 8(1):117–134. https://doi.org/10.5513/JCEA01/18.1.1871

Article  Google Scholar 

Czembor H (1981) Rasy Fizjologiczne mączniaka jęczmienia (Erysiphe Graminis f. sp. hordei) występujące w Polsce w Latach 1975–1979. Hod Rosl Aklim Nasienn 25:215–225

Google Scholar 

de Vallavieille-Pope C, Giosue S, Munk L, Newton AC, Niks RE, Ostergård H, Pons-Kühnemann J, Rossi V, Sache I (2000) Assessment of epidemiological parameters and their use in forecasting models of cereal airborne diseases. Agronomie 20(7):715–727. https://doi.org/10.1051/agro:2000171

Article  Google Scholar 

Dierig DA, Ray DT (2009) New crops breeding: Lesquerella. In: Vollman J, Rajcan I (eds) Oil Crops, Handbook of Plant Breeding 4. Springer Science Media, NY, pp 507–516

Diversity Arrays Technology (n.d.) DArTseq™. Accessed 30 Jun 2025. https://www.diversityarrays.com/technology-and-resources/dartseq

Dormatey R, Sun C, Ali K, Coulter JA, Bi Z, Bai J (2020) Gene pyramiding for sustainable crop improvement against biotic and abiotic stresses. Agronomy 10(9):1255

Article  CAS  Google Scholar 

Dreisigacker S, Zhang P, Warburton ML, Van Ginkel M, Hoisington D, Bohn M, Melchinger AE (2004) SSR and pedigree analyses of genetic diversity among CIMMYT wheat lines targeted to different mega environments. Crop Sci 44(2):381–388. https://doi.org/10.2135/cropsci2004.3810

Article  CAS  Google Scholar 

Ebrahimi P, Karami E, Etminan A, Talebi R, Mohammadi R (2025) Genetic diversity and genome-wide association study for some agronomic traits in durum wheat (Triticum turgidum L.) using whole-genome DArTseq markers. Plant Mol Biol Rep 43:1479–1495. https://doi.org/10.1007/s11105-025-01559-5

Article  CAS  Google Scholar 

Feuillet C, Langridge P, Waugh R (2008) Cereal breeding takes a walk on the wild side. Trends Genet 24(1):24–32. https://doi.org/10.1016/j.tig.2007.11.001

Article  CAS  PubMed  Google Scholar 

Flor H (1956) The complementary genetic systems in flax and flax rust. Adv Genet 8:29–54

Article  Google Scholar 

Gacek E, Czembor HJ (1983) Problem wykorzystania genetycznej odporności w hodowli i uprawie zbóż, ze szczególnym uwzględnieniem jęczmienia. Biul IHAR 151:37–45

Google Scholar 

Haghdoust R, Singh D, Garnica DP, Park RF, Dracatos PM (2018) Isolate specificity and polygenic inheritance of resistance in barley to diverse heterologous Puccinia striiformis isolates. Phytopathology 108:617–626. https://doi.org/10.1094/PHYTO-10-17-0345-R

Article  CAS  PubMed  Google Scholar 

Hajjar R, Hodgkin T (2007) The use of wild relatives in crop improvement: a survey of developments over the last 20 years. Euphytica 156:1–13. https://doi.org/10.1007/s10681-007-9363-0

Article  Google Scholar 

Hsam SLK, Huang XQ, Ernst F, Hartl L, Zeller FJ (1998) Chromosomal location of genes for resistance to powdery mildew in common wheat (Triticum aestivum L. em Thell.). 5. Alleles at the Pm1 locus. Theor Appl Genet 96:1129–1134. https://doi.org/10.1007/s001220050848

Article  CAS  Google Scholar 

Huang J, Yang J, Gu Z, Zhu W, Wu S (2021) A constrained generalized functional linear model for multi-loci genetic mapping. Stats 4(3):550–577. https://doi.org/10.3390/STATS4030033

Article  Google Scholar 

Hurni S, Brunner S, Stirnweis D, Herren G, Peditto D, McIntosh RA, Keller B (2014) The powdery mildew resistance gene Pm8 derived from rye is suppressed by its wheat ortholog Pm3. Plant J 79(6):904–913. https://doi.org/10.1111/tpj.12593

Article  CAS  PubMed  Google Scholar 

Ivanizs L, Monostori I, Farkas A, Megyeri M, Mikó P, Türkösi E, Gaál E, Lenykó-Thegze A, Szőke-Pázsi K, Szakács É, Darkó É, Kiss T, Kilian A, Molnár I (2019) Unlocking the genetic diversity and population structure of a wild gene source of wheat, Aegilops biuncialis Vis., and its relationship with the heading time. Front Plant Sci 10:1531. https://doi.org/10.3389/fpls.2019.01531

Article  PubMed  PubMed Central  Google Scholar 

Ivanizs L, Marcotuli I, Rakszegi M, Kalapos B, Szőke-Pázsi K, Farkas A, Türkösi E, Gaál E, Kruppa K, Kovács P (2022) Identification of new QTLs for dietary fiber content in Aegilops biuncialis. Int J Mol Sci 23:3821. https://doi.org/10.3390/ijms23073821

Article  CAS  PubMed  PubMed Central  Google Scholar 

Jain P, Dutta B, Sevanthi AM (2024) Trait based association mapping in plants. In: Anjoy P, Kumar K, Chandra G, Gaikwad K (eds) Genomics data analysis for crop improvement. Springer protocols handbooks. Springer, Singapore, pp 159–190. https://doi.org/10.1007/978-981-99-6913-5_6

Chapter  Google Scholar 

Juroszek P, von Tiedemann A (2013) Climate change and potential future risks through wheat diseases: a review. Eur J Plant Pathol 136:21–33. https://doi.org/10.1007/s10658-012-0144-9

Article  Google Scholar 

Keller M, Keller B, Schachermayr G, Winzeler M, Schmid JE, Stamp P, Messmer MM (1999) Quantitative trait loci for resistance against powdery mildew in a segregating wheat × spelt population. Theor Appl Genet 98:903–912. https://doi.org/10.1007/s001220051149

Article  CAS  Google Scholar 

Khan MK, Pandey A, Thomas G, Akkaya MS, Kayis SA, Ozsensoy Y, Hamurcu M, Gezgin S, Topal A, Hakki EE (2015) Genetic diversity and population structure of wheat in India and Turkey. AoB Plants 7:plv083. https://doi.org/10.1093/aobpla/plv083

Article  CAS  PubMed  PubMed Central