Register      Login
Crop and Pasture Science Crop and Pasture Science Society
Plant sciences, sustainable farming systems and food quality
RESEARCH ARTICLE

Marker-assisted selection and validation of DNA markers associated with cadmium content in durum wheat germplasm

Ahmad Alsaleh https://orcid.org/0000-0001-7078-3221 A * , Faheem Shehzad Baloch B , Uğur Sesiz https://orcid.org/0000-0003-1234-4276 C , Muhammad Azhar Nadeem B , Rüştü Hatipoğlu D , Mustafa Erbakan E and Hakan Özkan D
+ Author Affiliations
- Author Affiliations

A Molecular Genetic Laboratory, Science and Technology Application and Research Center Institute for Hemp Research, Yozgat Bozok University, 66200 Yozgat, Turkey.

B Faculty of Agricultural sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.

C Department of Field Crops, Faculty of Agriculture, Şırnak University, Şırnak, Turkey.

D Faculty of Agriculture, Cukurova University, Adana, Turkey.

E Department of Biosystems Engineering, Faculty of Engineering and Architecture, Yozgat Bozok University, Yozgat, Turkey.

* Correspondence to: ahmad.alsaleh@bozok.edu.tr

Handling Editor: Shahid Hussain

Crop & Pasture Science - https://doi.org/10.1071/CP21484
Submitted: 30 June 2021  Accepted: 22 September 2021   Published online: 31 January 2022

© 2022 The Author(s) (or their employer(s)). Published by CSIRO Publishing

Abstract

Cadmium (Cd) is a non-essential heavy metal having toxic effects on all living organisms. Durum wheat (Triticum durum Desf.) is widely used in human diets but has the potential to accumulate Cd. It also has a high level of genetic diversity, which may be exploited to develop cultivars with low Cd content. We aimed to perform marker-assisted selection and validate previously identified Cd markers in durum wheat germplasm for use in the investigation of accessions that accumulate low grain Cd content. We assessed 130 durum wheat accessions phenotypically and using three different molecular markers. Grain Cd contents of the studied germplasm varied 4.91-fold (26.2–128.7 μg/kg) with an average of 58.2 μg/kg. Landraces showed lower average values of grain Cd content than cultivars. Three molecular markers (usw47, Cad-5B and KASP marker Cad-5B) were used to differentiate high and low Cd accumulating lines. Results showed high correlation and successfully classified the accessions to the expected high or low Cd level; 87 accessions showed the low Cd alleles, and 43 accessions the high Cd alleles, except for five accessions with the usw47 marker that showed heterozygous status. A significant correlation coefficient (r = 0.944*) was observed among the three molecular markers. Based on molecular markers, 96.2% of the accessions were classified accurately. The KASP assay was highly effective in successfully separating low from high Cd content accessions and could be used as a molecular tool in durum wheat breeding programs, with less cost and time, targeting reduced grain Cd levels. The results of this study will allow durum wheat breeders to accelerate their progress to select suitable genotypes with the desired alleles.

Keywords: cadmium, diversity, human health, KASP genotyping, marker assisted selection (MAS), molecular genetics, toxicity, wheat durum.


References

AbuHammad WA (2013) Identification of quantitative trait loci associated with a low cadmium uptake gene in durum wheat (Triticum turgidum L. var. durum). PhD Dissertation, Plant Sciences, North Dakota State University of Agriculture and Applied Sciences, Fargo, ND, USA.

AbuHammad WA, Mamidi S, Kumar A, Pirseyedi S, Manthey FA, Kianian SF, Alamri MS, Mergoum M, Elias EM (2016) Identification and validation of a major cadmium accumulation locus and closely associated SNP markers in North Dakota durum wheat cultivars. Molecular Breeding 36, 112
Identification and validation of a major cadmium accumulation locus and closely associated SNP markers in North Dakota durum wheat cultivars.Crossref | GoogleScholarGoogle Scholar |

Alsaleh A, Baloch FS, Derya M, Azrak M, Kilian B, Özkan H, Nachit M (2015) Genetic linkage map of Anatolian durum wheat derived from a cross of Kunduru-1149 × Cham1. Plant Molecular Biology Reporter 33, 209–220.
Genetic linkage map of Anatolian durum wheat derived from a cross of Kunduru-1149 × Cham1.Crossref | GoogleScholarGoogle Scholar |

Arao T, Ae N (2001) Screening of genotypes with low cadmium content in soybean seed and rice grains. In ‘Plant nutrition: food security and sustainability of agro-ecosystems through basic and applied research’. (Eds W Horst, MK Schenk, A Bürkert, N Claassen, H Flessa, WB Frommer, HE Goldbach, HW Olfs, V Römheld, B Sattelmacher, U Schmidhalter, S Schubert, N von Wirén, L Wittenmayer) pp. 292–293. (Springer)

Arao T, Ishikawa S (2006) Genotypic differences in cadmium concentration and distribution of soybean and rice. Japan Agricultural Research Quarterly: JARQ 40, 21–30.
Genotypic differences in cadmium concentration and distribution of soybean and rice.Crossref | GoogleScholarGoogle Scholar |

Archambault DJ, Marentes E, Buckley W, Clarke J, Taylor GJ (2001) A rapid, seedling-based bioassay for identifying low cadmium-accumulating individuals of Durum wheat (Triticum turgidum L.). Euphytica 117, 175–182.
A rapid, seedling-based bioassay for identifying low cadmium-accumulating individuals of Durum wheat (Triticum turgidum L.).Crossref | GoogleScholarGoogle Scholar |

Baloch FS, Alsaleh A, de Miera LES, Hatipoğlu R, Çiftçi V, Karaköy T, Yıldız M, Özkan H (2015) DNA based iPBS-retrotransposon markers for investigating the population structure of pea (Pisum sativum) germplasm from Turkey. Biochemical Systematics and Ecology 61, 244–252.
DNA based iPBS-retrotransposon markers for investigating the population structure of pea (Pisum sativum) germplasm from Turkey.Crossref | GoogleScholarGoogle Scholar |

Baloch FS, Alsaleh A, Shahid MQ, Çiftçi V, Sáenz de Miera LE, 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, e0167821
A whole genome DArTseq and SNP analysis for genetic diversity assessment in durum wheat from Central Fertile Crescent.Crossref | GoogleScholarGoogle Scholar | 28099442PubMed |

Benavides MP, Gallego SM, Tomaro ML (2005) Cadmium toxicity in plants. Brazilian Journal of Plant Physiology 17, 21–34.
Cadmium toxicity in plants.Crossref | GoogleScholarGoogle Scholar |

Büyükkiliç Yanardağ A, Mermut AR, Cano AF, Garces DMC, Yanardağ İH (2016) Cadmium contents of soils and durum and bread wheats on Harran Plain, southeast Turkey. Turkish Journal of Agriculture and Forestry 40, 772–782.
Cadmium contents of soils and durum and bread wheats on Harran Plain, southeast Turkey.Crossref | GoogleScholarGoogle Scholar |

Codex Alimentarius Commission (2019) Codex general standard for contaminants and toxins in food and feed. Codex Standard 193-1995. Codex Alimentarius Commission of Food and Agriculture Organization of the United Nations/World Health Organization, Rome, Italy.

Clarke JM, Leisle D, Kopytko GL (1997) Inheritance of cadmium concentration in five durum wheat crosses. Crop Science 37, 1722–1726.
Inheritance of cadmium concentration in five durum wheat crosses.Crossref | GoogleScholarGoogle Scholar |

Doyle JJ, Doyle JL (1987) A rapid DNA isolation procedure for small quantities of fresh leaf tissue. Phytochemical Bulletin 19, 11–15.

Elouafi I, Nachit M, Elsaleh A, Asbati A, Mather D (2000) QTL-mapping of genomic regions controlling gluten strength in durum (Triticum turgidum L. var. durum). In ‘Durum wheat improvement in the Mediterranean region: New challenges’. No. 40, pp. 363–371. (International Centre for Advanced Mediterranean Agronomic Studies: Zaragoza, Spain)

Farouk I, Alsaleh A, Motowaj J, Gaboun F, Belkadi B, Maltouf A F, Kehel Z, Elouafi I, Nsarellah N, Nachit MM (2021) Detection of grain yield QTLs in the durum population Lahn/Cham1 tested in contrasting environments. Turkish Journal of Biology 45, 65–78.
Detection of grain yield QTLs in the durum population Lahn/Cham1 tested in contrasting environments.Crossref | GoogleScholarGoogle Scholar | 33597823PubMed |

Food Standards Australia New Zealand (2016) Schedule 19: Maximum levels of contaminants and natural toxicants. Food Standards Australia New Zealand, Canberra, ACT, Australia/Wellington, New Zealand. Available at. http://www.foodstandards.gov.au/code/Documents/Sched 19 Contaminant MLs v157.pdf [Accessed 28 February 2019]

Grant CA, Clarke JM, Duguid S, Chaney RL (2008) Selection and breeding of plant cultivars to minimize cadmium accumulation. Science of the Total Environment 390, 301–310.
Selection and breeding of plant cultivars to minimize cadmium accumulation.Crossref | GoogleScholarGoogle Scholar |

Greger M, Löfstedt M (2004) Comparison of uptake and distribution of cadmium in different cultivars of bread and durum wheat. Crop Science 44, 501–507.
Comparison of uptake and distribution of cadmium in different cultivars of bread and durum wheat.Crossref | GoogleScholarGoogle Scholar |

Knox RE, Pozniak CJ, Clarke FR, Clarke JM, Houshmand S, Singh AK (2009) Chromosomal location of the cadmium uptake gene (Cdu1) in durum wheat. Genome 52, 741–747.
Chromosomal location of the cadmium uptake gene (Cdu1) in durum wheat.Crossref | GoogleScholarGoogle Scholar | 19935921PubMed |

Köleli N, Eker S, Cakmak I (2004) Effect of zinc fertilization on cadmium toxicity in durum and bread wheat grown in zinc-deficient soil. Environmental Pollution 131, 453–459.
Effect of zinc fertilization on cadmium toxicity in durum and bread wheat grown in zinc-deficient soil.Crossref | GoogleScholarGoogle Scholar | 15261409PubMed |

Li Y-M, Chaney RL, Schneiter AA, Miller JF, Elias EM, Hammond JJ (1997) Screening for low grain cadmium phenotypes in sunflower, durum wheat and flax. Euphytica 94, 23–30.
Screening for low grain cadmium phenotypes in sunflower, durum wheat and flax.Crossref | GoogleScholarGoogle Scholar |

Liu C, Guttieri MJ, Waters BM, Eskridge KM, Baenziger PS (2019) Selection of bread wheat for low grain cadmium concentration at the seedling stage using hydroponics versus molecular markers. Crop Science 59, 945–956.
Selection of bread wheat for low grain cadmium concentration at the seedling stage using hydroponics versus molecular markers.Crossref | GoogleScholarGoogle Scholar |

Maccaferri M, Harris NS, Twardziok SO, Pasam RK, Gundlach H, Spannagl M, Ormanbekova D, Lux T, Prade VM, Milner SG, Himmelbach A, Mascher M, Bagnaresi P, Faccioli P, Cozzi P, Lauria M, Lazzari B, Stella A, Manconi A, Gnocchi M, Moscatelli M, Avni R, Deek J, Biyiklioglu S, Frascaroli E, Corneti S, Salvi S, Sonnante G, Desiderio F, Marè C, Crosatti C, Mica E, Özkan H, Kilian B, De Vita P, Marone D, Joukhadar R, Mazzucotelli E, Nigro D, Gadaleta A, Chao S, Faris JD, Melo ATO, Pumphrey M, Pecchioni N, Milanesi L, Wiebe K, Ens J, MacLachlan RP, Clarke JM, Sharpe AG, Koh CS, Liang KYH, Taylor GJ, Knox R, Budak H, Mastrangelo AM, Xu SS, Stein N, Hale I, Distelfeld A, Hayden MJ, Tuberosa R, Walkowiak S, Mayer KFX, Ceriotti A, Pozniak CJ, Cattivelli L (2019) Durum wheat genome highlights past domestication signatures and future improvement targets. Nature Genetics 51, 885–895.
Durum wheat genome highlights past domestication signatures and future improvement targets.Crossref | GoogleScholarGoogle Scholar | 30962619PubMed |

Nachit MM, Elouafi I, Pagnotta A, El Saleh A, Iacono E, Labhilili M, Asbati A, Azrak M, Hazzam H, Benscher D, Khairallah M, Ribaut JM, Tanzarella OA, Porceddu E, Sorrells ME (2001) Molecular linkage map for an intraspecific recombinant inbred population of durum wheat (Triticum turgidum L. var. durum. Theoretical and Applied Genetics 102, 177–186.
Molecular linkage map for an intraspecific recombinant inbred population of durum wheat (Triticum turgidum L. var. durum.Crossref | GoogleScholarGoogle Scholar |

Nadeem MA, Nawaz MA, Shahid MQ, Doğan Y, Comertpay G, Yıldız M, Hatipoğlu R, Ahmad F, Alsaleh A, Labhane N, Özkan H, Chung G, Baloch FS (2018) DNA molecular markers in plant breeding: current status and recent advancements in genomic selection and genome editing. Biotechnology & Biotechnological Equipment 32, 261–285.
DNA molecular markers in plant breeding: current status and recent advancements in genomic selection and genome editing.Crossref | GoogleScholarGoogle Scholar |

Oladzad-Abbasabadi A, Kumar A, Pirseyedi S, Salsman E, Dobrydina M, Poudel RS, AbuHammad WA, Chao S, Faris JD, Elias EM (2018) Identification and validation of a new source of low grain cadmium accumulation in durum wheat. G3 Genes|Genomes|Genetics 8, 923–932.
Identification and validation of a new source of low grain cadmium accumulation in durum wheat.Crossref | GoogleScholarGoogle Scholar | 29352079PubMed |

Özkutlu F, Erdem H (2018) Ekmeklik ve Makarnalık Buğdaylara Uygulanan Çinko Dozlarının Kadmiyum Alımına Etkisi. Food Science and Technology 6, 1713–171.
Ekmeklik ve Makarnalık Buğdaylara Uygulanan Çinko Dozlarının Kadmiyum Alımına Etkisi.Crossref | GoogleScholarGoogle Scholar |

Penner GA, Bezte LJ, Leisle D, Clarke J (1995) Identification of RAPD markers linked to a gene governing cadmium uptake in durum wheat. Genome 38, 543–547.
Identification of RAPD markers linked to a gene governing cadmium uptake in durum wheat.Crossref | GoogleScholarGoogle Scholar | 18470188PubMed |

Perrier F, Yan B, Candaudap F, Pokrovsky OS, Gourdain E, Meleard B, Bussière S, Coriou C, Robert T, Nguyen C, Cornu JY (2016) Variability in grain cadmium concentration among durum wheat cultivars: impact of aboveground biomass partitioning. Plant and Soil 404, 307–320.
Variability in grain cadmium concentration among durum wheat cultivars: impact of aboveground biomass partitioning.Crossref | GoogleScholarGoogle Scholar |

Pozniak CJ, Clarke JM, Clarke FR (2012) Potential for detection of marker–trait associations in durum wheat using unbalanced, historical phenotypic datasets. Molecular Breeding 30, 1537–1550.
Potential for detection of marker–trait associations in durum wheat using unbalanced, historical phenotypic datasets.Crossref | GoogleScholarGoogle Scholar |

Safdar LB, Almas F, Sarfraz S, Ejaz M, Ali Z, Mahmood Z, Yang L, Tehseen MM, Ikram M, Liu S, Quraishi UM (2020) Genome-wide association study identifies five new cadmium uptake loci in wheat. The Plant Genome 13, e20030
Genome-wide association study identifies five new cadmium uptake loci in wheat.Crossref | GoogleScholarGoogle Scholar | 33016603PubMed |

Salsman E, Kumar A, AbuHammad W, Abbasabadi AO, Dobrydina M, Chao S, Li X, Manthey FA, Elias EM (2018) Development and validation of molecular markers for grain cadmium in durum wheat. Molecular Breeding 38, 28
Development and validation of molecular markers for grain cadmium in durum wheat.Crossref | GoogleScholarGoogle Scholar |

Schuelke M (2000) An economic method for the fluorescent labeling of PCR fragments. Nature Biotechnology 18, 233–234.
An economic method for the fluorescent labeling of PCR fragments.Crossref | GoogleScholarGoogle Scholar | 10657137PubMed |

Sterckeman T, Thomine S (2020) Mechanisms of cadmium accumulation in plants. Critical Reviews in Plant Sciences 39, 322–359.
Mechanisms of cadmium accumulation in plants.Crossref | GoogleScholarGoogle Scholar |

Stolt P, Asp H, Hultin S (2006) Genetic variation in wheat cadmium accumulation on soils with different cadmium concentrations. Journal of Agronomy and Crop Science 192, 201–208.
Genetic variation in wheat cadmium accumulation on soils with different cadmium concentrations.Crossref | GoogleScholarGoogle Scholar |

Tchounwou PB, Yedjou CG, Patlolla AK, Sutton DJ (2012) Heavy metal toxicity and the environment. In ‘Molecular, clinical and environmental toxicology’. (Ed. A Luch) pp. 133–164. (Springer: Basel)

Tedone L, Alhajj Ali S, De Mastro G (2017) Optimization of nitrogen in durum wheat in the Mediterranean climate: the agronomical aspect and greenhouse gas (GHG) emissions. Nitrogen in Agriculture - Updates 8, 131–162.
Optimization of nitrogen in durum wheat in the Mediterranean climate: the agronomical aspect and greenhouse gas (GHG) emissions.Crossref | GoogleScholarGoogle Scholar |

Tekin M, Cat A, Sönmez S, Akar T (2020) Identifikacija kultivara tvrde (durum) pšenice i njihovih tetraploida s malim udjelom kadmija. Food Technology and Biotechnology 58, 49–56.
Identifikacija kultivara tvrde (durum) pšenice i njihovih tetraploida s malim udjelom kadmija.Crossref | GoogleScholarGoogle Scholar | 32684787PubMed |

The European Commission (2006) Commission Recommendation (EC) no. 1881/2006 of 19 December 2006 setting maximum levels for certain contaminants in foodstuffs. Official Journal of the European Union 264, 5–24. https://eur-lex.europa.eu/legal-conent/EN/TXT/PDF/?uri=CELEX:32006R1881&from=ES

TUIK (2020) Turkish Statistical Institute. Available at http://www.turkstat.gov.tr/

USDA Foreign Agricultural Service (2014) China’s maximum levels for contaminants in foods. Global Agricultural Information Network Report CH14058, USDA Foreign Agricultural Service. Available at https://gain.fas.usda.gov/Recent%2GAIN Publications/Maximum Levels of Contaminants in Foods _Beijing_China Peoples Republic of_12-11-2014.pdf [Accessed 28 February 2019]

Vergine M, Aprile A, Sabella E, Genga A, Siciliano M, Rampino P, Lenucci MS, Luvisi A, Bellis LD (2017) Cadmium concentration in grains of durum wheat (Triticum turgidum L. subsp. durum). Journal of Agricultural and Food Chemistry 65, 6240–6246.
Cadmium concentration in grains of durum wheat (Triticum turgidum L. subsp. durum).Crossref | GoogleScholarGoogle Scholar | 28686843PubMed |

Wiebe K (2012) Molecular characterization of Cdu-B1, a major locus controlling cadmium accumulation in durum wheat (Triticum turgidum L. var durum) grain. PhD Thesis, University of Saskatchewan, Saskatoon, SK, Canada.

Wiebe K, Harris NS, Faris JD, Clarke JM, Knox RE, Taylor GJ, Pozniak CJ (2010) Targeted mapping of Cdu1, a major locus regulating grain cadmium concentration in durum wheat (Triticum turgidum L. var durum). Theoretical and Applied Genetics 121, 1047–1058.
Targeted mapping of Cdu1, a major locus regulating grain cadmium concentration in durum wheat (Triticum turgidum L. var durum).Crossref | GoogleScholarGoogle Scholar | 20559817PubMed |

Zaid IU, Zheng X, Li X (2018) Breeding low-cadmium wheat: progress and perspectives. Agronomy 8, 249
Breeding low-cadmium wheat: progress and perspectives.Crossref | GoogleScholarGoogle Scholar |

Zimmerl S, Lafferty J, Buerstmayr H (2014) Assessing diversity in Triticum durum cultivars and breeding lines for high versus low cadmium content in seeds using the CAPS marker usw47. Plant Breeding 133, 712–717.
Assessing diversity in Triticum durum cultivars and breeding lines for high versus low cadmium content in seeds using the CAPS marker usw47.Crossref | GoogleScholarGoogle Scholar |