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Identification and validation of quantitative trait loci for grain protein concentration in adapted Canadian durum wheat populations

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Abstract

Grain protein concentration (GPC) is one of the most important factors influencing pasta-making quality. Durum wheat (Triticum turgidum L. var durum) cultivars with high GPC produce pasta with increased tolerance to overcooking and greater cooked firmness. However, the large environmental effect on expression of GPC and the negative correlation with grain yield have slowed genetic improvement of this important trait. Understanding the genetics and identification of molecular markers associated with high GPC would aid durum wheat breeders in trait selection at earlier generations. The objectives of this study were to identify and validate molecular markers associated with quantitative trait loci (QTL) for elevated GPC in durum wheat. A genetic map was constructed using SSR and DArT® markers in an F1-derived doubled haploid (DH) population derived from the cross DT695 × Strongfield. The GPC data were collected from replicated trials grown in six Canadian environments from 2002 to 2005. QTL associated with variation for GPC were identified on the group 1, 2, and 7 chromosomes and on 5B and 6B, but only QGpc.usw-B3 on 2B and QGpc.usw-A3 on 7A were expressed consistently in four and six environments, respectively. Positive alleles for GPC at these loci were contributed by the high-GPC parent Strongfield. The QGpc.usw-A3 QTL was validated in a second DH population, and depending on environment, selection for the Strongfield allele at barc108 resulted in +0.4% to +1.0% increase in GPC, with little effect on yield in most environments. Given the consistent expression pattern in multiple populations and environments, barc108 could be useful for marker-assisted selection for high GPC.

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References

  • Autran JG, Abecassis J, Feillet P (1986) Statistical evaluation of different technological and biochemical tests for quality assessment in durum wheats. Cereal Chem 63:390–394

    CAS  Google Scholar 

  • Avivi L (1978) High protein content in wild tetraploid Triticum dicoccoides Korn. In: Ramanujam S (ed) International Wheat Genetic Symposium, 5th edn. Indian Soc. Genet. Plant Breed., New Delhi, pp 372–380

  • Blanco A, de Giovanni C, Laddomada B, Sciancalepore A, Simeone R, Devos KM, Gale MD (1996) Quantitative trait loci influencing grain protein content in tetraploid wheat. Plant Breed 115:310–316

    Article  Google Scholar 

  • Blanco A, Bellomo MP, Lotti C, Maniglio T, Pasqualone A, Simeone R, Troccoli A, Di Fozo N (1998) Genetic mapping of sedimentation volume across environments using recombinant inbred lines of durum wheat. Plant Breed 117:413–417

    Article  Google Scholar 

  • Blanco A, Pasqualone A, Troccoli A, Di Fonzo N, Simeone R (2002) Detection of grain protein content QTLs across environments in tetraploid wheats. Plant Mol Biol 48:615–623

    Article  PubMed  CAS  Google Scholar 

  • Blanco A, Simeone R, Gadaleta A (2006) Detection of QTLs for grain protein content in durum wheat. Theor Appl Genet 112:1195–1204

    Article  PubMed  CAS  Google Scholar 

  • Boisson M, Mondon K, Torney V, Nicot N, Laine AL, Bahrman N, Gouy A, Daniel-Vedele F, Hirel B, Sourdille P, Dardevet M, Ravel C, Le Gouis J (2005) Partial sequences of nitrogen metabolism genes in hexaploid wheat. Theor Appl Genet 110:932–940

    Article  PubMed  CAS  Google Scholar 

  • Chee PW, Elias EM, Kianinan SF, Anderson JA (1998) Introgression of a high protein gene from LDN(DIC-6B) substitution line. In: Slinkard AE (ed) Proceedings of the 9th international wheat genetics symposium (2–7 August 1998, Saskatoon), vol 2, University Extension Press, University of Saskatchewan, Saskatoon, Canada, pp 179–181

  • Chee PW, Elias EM, Anderson JA, Kianian SF (2001) Evaluation of high grain protein content QTL from Triticum turgidum L. var. dicoccoides in an adapted durum wheat background. Crop Sci 41:295–301

    CAS  Google Scholar 

  • Clarke JM, McCaig TN, DePauw RM, Knox RE, Clarke FR, Fernandez MR, Ames NP (2005) Strongfield durum wheat. Can J Plant Sci 85:651–654

    Google Scholar 

  • Colmer TD, Flowers TJ, Munns R (2006) Use of wild relatives to improve salt tolerance in wheat. J Exp Bot 57:1059–1078

    Article  PubMed  CAS  Google Scholar 

  • Cox M, Qualset C, Rains D (1985) Genetic variation for nitrogen assimilation and translocation in wheat. I. Dry matter and nitrogen accumulation. Crop Sci 25:430–435

    Google Scholar 

  • D’Egidio MG, Mariani BM, Nardi S (1990) Chemical and technological variables and their relationships: a predictive equation for pasta cooking quality. Cereal Chem 67:275–281

    Google Scholar 

  • DePauw RM, Clarke JM, McCaig TN, Townley-Smith TF (1998) Opportunities for the improvement of western Canadian wheat protein concentration, grain yield and quality through plant breeding. In: Fowler DB, Geddes WE, John AM, Preston KR (eds) Wheat protein production and marketing. Proceedings of the wheat protein symposium, 9 and 10 March 1998, Saskatoon, SK, Canada, pp 75–93

  • Dexter JE, Matsuo RR (1977) Influence of protein content on some durum wheat quality parameters. Can J Plant Sci 57:717–727

    CAS  Google Scholar 

  • Dholakia BB, Ammiraju JSS, Santra DK, Singh H, Katti MV, Lagu MD, Tamhankar SA, Rao VS, Gupta VS, Dhaliwal HS, Ranjekar PK (2001) Molecular marker analysis of protein content using PCR-based markers in wheat. Biochem Genet 39:325–338

    Article  PubMed  CAS  Google Scholar 

  • Distelfeld A, Uauy C, Olmos S, Schlatter AR, Dubcovsky J, Fahima T (2004) Microcolinearity between a 2-cM region encompassing the grain protein content locus Gpc-6B1 on wheat chromosome 6B and a 350-kb region on rice chromosome 2. Funct Integr Genomics 4:59–66

    Article  PubMed  CAS  Google Scholar 

  • Distelfeld A, Uauy C, Fahima T, Dubcovsky J (2006) Physical map of the wheat high-grain protein content gene Gpc-B1 and development of a high-throughput molecular marker. New Phytol 169:753–763

    Article  PubMed  CAS  Google Scholar 

  • Doyle JJ, Doyle JL (1990) Isolation of plant DNA from fresh tissue. Focus 12:13–15

    Google Scholar 

  • Elouafi I, Nachit MM (2004) Genetic linkage map of the durum × Triticum dicoccoides backcross population based on SSRs and AFLP markers, and QTL analysis for milling traits. Theor Appl Genet 108:401–413

    Article  PubMed  CAS  Google Scholar 

  • Feillet P (1988) Protein and enzyme composition of durum wheat. In: Fabriani G, Lintas C (eds) Durum wheat: chemistry and technology. AACC, St Paul, MN, pp 93–119

    Google Scholar 

  • Feillet P, Dexter JE (1996) Quality requirements of durum wheat for semolina milling and pasta production. In: Kruger JE, Matsuo RR, Dick JW (eds) Pasta and noodle technology. American Association of Cereal Chemists, St. Paul, MN, pp 95–131

    Google Scholar 

  • Gonzalez-Hernandez JL, Elias EM, Kianian SF (2004) Mapping genes for grain protein concentration and grain yield on chromosome 5B of Triticum turgidum (L.) var. dicoccoides. Euphytica 139:217–225

    Article  CAS  Google Scholar 

  • Groos C, Robert N, Bervas E, Charmet G (2003) Genetic analysis of grain protein content, grain yield and thousand-kernel weight in bread wheat. Theor Appl Genet 106:1032–1040

    PubMed  CAS  Google Scholar 

  • Gupta PK, Balyan HS, Edwards KJ, Isaac P, Korzun V, Roder M, Gautier MF, Joudrier P, Schlatter AR, Dubcovsky J, De la Pena RC, Khairallah M, Penner G, Hayden MJ, Sharp P, Keller B, Wang RCC, Hardouin JP, Jack P, Leroy P (2002) Genetic mapping of 66 new microsatellite (SSR) loci in bread wheat. Theor Appl Genet 105:413–422

    Article  PubMed  CAS  Google Scholar 

  • Habash DZ, Bernard S, Schondelmaier J, Weyen J, Quarrie SA (2007) The genetics of nitrogen use in hexaploid wheat: N utilization, development and yield. Theor Appl Genet 114:403–419

    Article  PubMed  CAS  Google Scholar 

  • Harjit-Singh H, Prasad M, Varshney RK, Roy JK, Balyan HS, Dhalmal HS, Gupta PK (2001) STMS markers for grain protein content and their validation using near-isogenic lines in bread wheat. Plant Breed 120:273–278

    Article  CAS  Google Scholar 

  • Joppa LR, Du C, Hart GE, Hareland GA (1997) Mapping gene(s) for grain protein in tetraploid wheat (Triticum turgidum L.) using a population of recombinant inbred chromosome lines. Crop Sci 37:1586–1589

    Article  CAS  Google Scholar 

  • Khan IA, Procuriner JD, Humphreys DG, Tranquilli G, Schlatter AR, Marcucci-Poltri S, Frohberg, Dubcovsky J (2000) Development of PCR-based markers for a high grain protein content gene from Triticum turgidum ssp. dicoccoides transferred to bread wheat. Crop Sci 40:518–524

    Article  CAS  Google Scholar 

  • Knapp SJ, Stroup WW, Ross WM (1985) Exact confidence intervals for heritability on progeny means basis. Crop Sci 25:192–194

    Google Scholar 

  • Knox RE, Clarke JM, DePauw RM (2000) Dicamba and growth condition effects on doubled haploid production in durum wheat crossed with maize. Plant Breed 119:289–298

    Article  Google Scholar 

  • Korzun V, Röder MS, Wendehake K, Pasqualone A, Lotti C, Ganal MW, Blanco A (1999) Integration of dinucleotide microsatellites from hexaploid bread wheat into a genetic linkage map of durum wheat. Theor Appl Genet 98:1202–1207

    Article  CAS  Google Scholar 

  • Kovacs MIP, Howes NK, Clarke JM, Leisle D (1998) Quality characteristics of durum wheat lines deriving high protein from Triticum dicoccoides (6B) substitution. J Cereal Sci 27:47–51

    Article  CAS  Google Scholar 

  • Long DS, Engel RE, Siemens MC (2008) Measuring grain protein concentration with in-line near infrared reflectance spectroscopy. Agron J 100:247–252

    Article  CAS  Google Scholar 

  • Nachit MM, Elouafi I, Pagnotta A, El Saleh A, Iacono E, Labhilili M, Asbati A, Azrak M, Hazzam H, Benscher D, Khairallah M, Ribaut J-M, Tanzarella OA, Porceddu E, Sorrells ME (2001) Molecular linkage map for an intraspecific recombinant inbred population of durum wheat (Triticum turgidum L. var. durum). Theor Appl Genet 102:177–186

    Article  CAS  Google Scholar 

  • Olmos S, Distelfeld A, Chicaiza O, Schlatter AR, Fahima T, Echenique V, Dubcovsky J (2003) Precise mapping of a locus affecting grain protein content in durum wheat. Theor Appl Genet 107:1243–1251

    Article  PubMed  CAS  Google Scholar 

  • Perretant MR, Cadalen T, Charmet G, Sourdille P, Nicolas P, Boeuf C, Tixier MH, Branlanrd G, Bernard S, Bernard M (2000) QTL analysis of bread-making quality in wheat using a double haploid population. Theor Appl Genet 100:1167–1175

    Article  CAS  Google Scholar 

  • Pestsova E, Ganal MW, Roder MS (2000) Isolation and mapping of microsatellite markers specific for the D genome of bread wheat. Genome 43:689–697

    Article  PubMed  CAS  Google Scholar 

  • Pozniak CJ, Knox RE, Clarke FR, Clark JM (2007) Identification of QTL and association of a phytoene synthase gene with endosperm colour in durum wheat. Theor Appl Genet 114:525–537

    Article  PubMed  CAS  Google Scholar 

  • Prasad M, Varshney RK, Kumar A, Balyan HS, Sharma PC, Edwards KJ, Dhaliwal HS, Roy JK, Gupta PK (1999) A microsatellite marker associated with a QTL for grain protein content on chromosome arm 2DL of bread wheat. Theor Appl Genet 99:341–345

    Article  Google Scholar 

  • Prasad M, Kumar N, Kulwal PL, Röder M, Balyan HS, Dhaliwal HS, Gupta PK (2003) QTL analysis for grain protein content using SSR markers and validation studies using NILs in bread wheat. Theor Appl Genet 106:659–667

    PubMed  CAS  Google Scholar 

  • Röder MS, Korzun V, Wendehake K, Plaschke J, Tixier M-H, Leroy P, Gamal MW (1998) A microsatellite map of wheat. Genetics 149:2007–2023

    PubMed  Google Scholar 

  • SAS Institute Inc. (2003) SAS User’s Guide, Version 8. SAS Institute, Inc., Cary

    Google Scholar 

  • Schuelke M (2000) An economic method for the fluorescent labeling of PCR fragments. Nat Biotechnol 18:233–234

    Article  PubMed  CAS  Google Scholar 

  • Somers DJ, Isaac P, Edwards K (2004) A high-density microsatellite consensus map for bread wheat (Triticum aestivum L.). Theor Appl Genet 109:1105–1114

    Article  PubMed  CAS  Google Scholar 

  • Song QJ, Shi JR, Singh S, Fickus EW, Costa JM, Lewis J, Gill BS, Ward R, Cregan PB (2005) Development and mapping of microsatellite (SSR) markers in wheat. Theor Appl Genet 110:550–560

    Article  PubMed  CAS  Google Scholar 

  • Sourdille P, Cadalen T, Guyomarc’h H, Snape JW, Perretant MR, Charmet G, Boeuf C, Bernard S, Bernard M (2003) An update of the Courtot 9 Chinese Spring intervarietal molecular marker linkage map for the QTL detection of agronomic traits in wheat. Theor Appl Genet 106:530–538

    PubMed  CAS  Google Scholar 

  • Steiger DK, Elias EM, Cantrell RG (1996) Evaluation of lines derived from wild emmer chromosome substitutions. I. Quality traits. Crop Sci 36:223–227

    Article  Google Scholar 

  • Townley-Smith TF, DePauw RM, Lendrum CWB, McCrystal GE, Patterson LA (1987) Kyle durum wheat. Can J Plant Sci 67:225–227

    Article  Google Scholar 

  • Turner AS, Bradburne RP, Fish L, Snape JW (2004) New quantitative trait loci influencing grain texture and protein content in bread wheat. J Cereal Sci 40:51–60

    Article  CAS  Google Scholar 

  • Uauy C, Distelfeld A, Fahima T, Blechi A, Dubcovsky J (2006) A NAC gene regulating senescence improves grain protein, zinc, and iron content in wheat. Science 314:1298–1301

    Article  PubMed  CAS  Google Scholar 

  • van Ooijen JW (1999) LOD significance thresholds for QTL analysis in experimental populations of diploid species. Heredity 83:613–624

    Article  PubMed  Google Scholar 

  • van Ooijen JW, Voorrips RE (2004) JoinMap Version 3.0, software for the calculation of genetic linkage maps. Kyazma BV, Wageningen

    Google Scholar 

  • Wittenberg AH, Lee TV, Cayla C, Kilian A, Visser RG, Schouten HJ (2005) Validation of the high-throughput marker technology DArT using the model plant Arabidopsis thaliana. Mol Genet Genomics 274:30–39

    Article  PubMed  CAS  Google Scholar 

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Acknowledgments

We gratefully acknowledge the technical assistances of A. Tomita, L. Yaworsky, K. Wiebe, V. Tang, N. Hirji, J. Ross, and M. Olfert and funding of this work provided by the Western Grains Research Foundation (WGRF), National Science and Engineering Research Council (NSERC), and the Agriculture and Agri-Food Canada (AAFC) Matching Investment Initiative. Special thanks to the Technological and Professional Skill Development Project (TPSDP) of the Ministry of National Education, Indonesia, at the Universitas Jenderal Soedirman, Purwokerto, Central Java, Indonesia for Suprayogi’s Ph.D. program scholarship.

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Correspondence to Curtis Jerry Pozniak.

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Communicated by M. Kearsey.

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Suprayogi, Y., Pozniak, C.J., Clarke, F.R. et al. Identification and validation of quantitative trait loci for grain protein concentration in adapted Canadian durum wheat populations. Theor Appl Genet 119, 437–448 (2009). https://doi.org/10.1007/s00122-009-1050-1

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