Diversity and grouping Iranian millet landraces based on agro-morphological traits

Document Type : scientific research article

Authors

1 Corresponding Author, Associate Prof., Dept. of Horticulture Crops Science Research, Khuzestan Agricultural and Natural Resources Research and Education Center, (AREEO), Ahvaz, Iran

2 Instructor, Greenhouse and Controlled Evirnmenals Research Center (GCER), Horticultural Research Institute (HSRI), (AREEO), Karaj, Iran.

10.22069/jopp.2026.24318.3315

Abstract

Background and objectives: Information on germplasms characteristics held in plant gene banks is the first step for germplasm utilization. Small-grain millets, as plants with a short growth period and low water requirements, are one of the most suitable crops for fodder production due to climate change and water resource shortage. Therefore, this study investigates and evaluates the genetic diversity of agro-morphological traits in the collections of Iranian millet landraces held by the National Plant Gene Bank of Iran.



Materials and methods: Eighty-one accessions of foxtail millet (Setaria italic L.) and 169 accessions of common millet (Panicum milliaceum L.) were planted in two distinct lattice designs with 2 replications at the end of May, in 2022. Thirty-two agro-morphological traits, including plant height, days to flowering and ripening, forage and grain yield, shape and length of panicle and etc. were evaluated. Data were used in the analysis of variance, the analyses of correlation, regression, factor, and discriminate as well.

Results: In common millets, means of grain yield, days to flowering, and days to ripening were 2470.2 Kg/ha, 50.8 days, and 78.1 days, respectively. Plant height and panicle length differed from 48.8 to 105 cm and 5.5 to 34 cm, respectively. In foxtail millet, the mean grain yield was 2571 Kg/ha. Whereas, days to flowering and ripening were 61.7 and 93.5 days, respectively. In common millet, there were significant correlations between forage and grain yields with plant height (p<0.01, r=0.429) and leaf color (p<0.01, r= -0.422). In foxtail millet, grain yield showed a negative significant correlation with the number of flowering stems (p<0.01, r= -0.269), and a positive significant correlation with lodging susceptibility (p<0.01, r=0.375). Distribution of accessions was drawn in the produced bi-plot based on two first factors of factor analysis. Produced bi-plot based on two first functions of discriminate analysis distinguished forage, grain and dual-purpose of millet landraces in both species.

Conclusion: High degree of genetic diversity for the investigated traits in Iranian millet collections is comparable with those of world millet collections, so Iranian millet germplasm can be used in millet breeding programs. Correlation and regression analyses showed positive relationships between lodging susceptibility with grain and forage yields; therefore, to releasing new millet varieties, this finding should be considered. Finally, the produced bi-plots based on discriminate analysis revealed forage, grain, and dual-purpose germplasms in Iranian millet landraces that can be used to introduce new millet varieties in millet breeding programs.

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1.Rolim P. M., Jucá Sebara L. M., de Macedo G.R. (2019). Melon by-products: bio potential in humanhealth and food processing. Food Reviews International, 36, 15-38. doi:1080/8755 912902019.1613662.
2.Vella, F. M., Cautela, D., Laratta, B. (2019). Characterization of polyphenolic compounds in cantaloupe melon by-products. Foods, 8, 196-206. doi: 10.3390/foods8060196.
3.Gómez García, R., Campos, D. A., Aguilar, C. N., Madureira, A. R., & Pintado, M. (2020) Valorization of melon fruit (Cucumis melo L.) by-products: phytochemical and bio functional properties with emphasis on recent trends and advances. Trends in Food Science & Tecnology, 99, 507-519. doi:10.1016/ j.tifs.2020.03.033.
4.Adirdjo A. L., Roviq, M., Ardiarini, N. R., & Leorntina, A. B. (2024). Performance of melon (Cucumis melo L.) hybride across diverse enviromnental conditions. SABAO Journal of Breeding and Genetics, 56 (1), 211-223 doi:10.54910/sabrao 2024.56.1.19.
5.FAO. (2023). FAOSTAT Production Crops. Available at: http://www.fao.org/ faostat/en/#data.
6.Salehi, R. (2009). Study of Iranian melon physiology responses with grafting on different cucurbit rootstocks. PhD thesie. Tehran University. [In Persian]
7.Sobhani, A. R., Ashtini, E. B., Rafezi, R., Heidarpour, A. R., & Gharib, M. A. (2015). Khatooni 93, a new melon cultivar suitable for cultivation in temperate warm areas of Iran. Research Achivements for Field and Horticulture Crops, 4 (2), 117-126. doi: 10.22099/ RAFAH.2016.109504. [In Persian]
8.Sobhani, A. R., Rafezi, R., Kakhki, A., Rahimi, H., Dadmand, M., Rohani, H., & Vafaee, B. (2016). Dargazi 93, a new melon variety for cultivation in warm and temperate regions. Research Achievements for Field and Horticulture Crops, 5 (1), 23-32. doi: 10.22099/ RAFAH. 2016.10950495. [In Persian]
9.Soltani, F. (2021). Breeding of melon (Cucumis melo L. Groups Dadaium and Flexuosus). pp 331-361. In; Jameel M. Al-Khayri S. Mohan Jain Dennis V. Johnson (eds). J Advances in Plant Breeding Strategies: Vegetable Crops Volume 9: Fruits and Young Shoots. Springera. Switerland. doi:10.1007/978-3-030-66961-4a.
10.Matsumoto, Y., Ishikawa, T., & Miyagi, M. (2014). Development of a new melon cultivar ‘Ibaraking’ with high fruit growth ability under low temperature conditions, high total soluble solid content, and resistance to Fusarium wilt. JARQ, 48 (3), 343-347.
11.Castro, G., Perpiñá, G., Picó, B., & Esteras, C. (2020). Mini PS: A new mini melon breeding line exploiting the “Dudaim” variability. Horticultural Science, 47, 217-220. doi: 10.17221/86/ 2019-HORTSCI.
12.Agricultural Statistics. (2024). Agricultural Statistics, First volume, Field Crops, 2022-2023. Agriculture, Programing and Economic Deputy, Statistics and Information Technology Office. pp. 62. [In Persian]
13.Lotfi, H., Barzegar, T., Rabiei, V., & Ghahramani, Z. (2016). Evalutaion the effect of water stress on fruit quality and quantity of some Iranian melons. Journal of Crops Improvement, 18 (1), 157-171. doi.org/10.22059/jci. 2016.56562. [In Persian]
14.Fernández-Trujillo, J. P., Martínez, J. A., Bueso, M. C., & Alarcón, A. L. (2008). Identification of melon fruit quality quantitative trait loci Using near-isogenic lines. Journal of the American Society for Horticultural  Science, 133(1), 139-151. doi:10.21273/ JASHS.133.1.139.
15.Kuok, B., Nurhaliza, A. P., & Rahman, A. (2019). A study on morphologic variation of different Iranian melon cultivars (Cucumis melo L.). International SCHOLARS Journal, 9(1), 1-7.
16.Sobhany, A. R., & Kiani, M. R. (2016). Morphological evaluation and classification of melon genotypes in Khorasan provinces (Razavi, North and South)., Journal of Horticultural Science, 30(4), 605-615. doi: 10.22067/ jhorts4.v0i0.22989. [In Persian]
17.Chikh-Rouhou, H., Mezghani, N., Mnasri, S., Mezghan, N., & Garcés-Claver, A. (2021). Assessing the genetic diversity and population structure of aTunisian melon (Cucumis melo L.) collection using phenotypic traits and SSR molecular markers. Agronomy, 11 (6), 1121. doi:10.3390/agronomy 11061121.
18.Muhammadi, A., & Daryon, B. S. (2022). Phenotypic characters stability of melon (Cucumis melo L. 'Kinaya'). Advances in Biological Sciences Research, 22, 303-309. doi:10.2991/ absr.k.220406.043.
19.Apung, A. T., & Arni, A. (2023). Growth of melon (Cucumis melo L.) varities on different plant media composition in conditions of hydroponic drip irrigation. Russian Journal of Agricultural and Socio-Economic Sciences, 5(137), 98-108. https://doi.org/ 10.47278/journal.ijab/2025.137.
20.Herwibawa, B., Anwar, S., Kusmiyati, F., Sas, M. G. A., & Saputro, T. B. (2026). Fruit morphology and clustering analysis reveals diversity among commercial melons (Cucumis melo L.) in Indonesia. International Journal
of Agriculture and Biosciences
, 15(1), 115-124. doi:10.47278/journal. ijab/2025.137.
21.Feder, A., Burger, J., Gao, S., Lewinsohn, E., Katzir, N., Schaffer, A.A., Meir, A., Davidovich-Rikanati, R., Portnoy, V., Gal-On, A., Fei, Z., Yechezkel Kashi, Y., & Tadmor, Y. (2015). A Kelch domain-containing F-Box coding gene negatively regulates flavonoid accumulation in muskmelon. Plant Physiology, 169, 1714-1726. https:/ doi.org/10.1140/pp.15.1008.
22.Bo, B., Wei, S., Wang, W., Miao, H., Dong, S., Zhang, S., & Gu, X. (2019). QTL mapping and genome-wide association study reveal two novel loci associated with green flesh color in cucumber. BMC Plant Biology, 19, 243. doi:10.1186/s 12870-019-1836-6.
23.Xu, L., He, Y., Tang, L., Xu, Y., & Zhao, G. (2022). Genetics, Genomics and Breeding in Melon. Agronomy, 12, 2891. doi:10.3390/agronomy12112891.
24.Mares-Perlman, J. A., Millen A. E., Ficek, T. L., & Hankinson, S. E. (2002). The body of evidence to support a protective role for lutein and zeaxanthin in delaying chronic disease. The Journal of Nutrition, 132, 518-524. doi: 10. 1093/jn/132.3.518S.
25.Clayberg, C. D. (1992). Interaction and linkage tests of flesh color genes in Cucumis melo L. Cucurbit Genetics Cooperative Report, 15, 53.
26.Eftekhari, S. A., & Heidry, M. (2014). Primary evaluation of fruit characteristics in some melon landraces of Susangerd and Hoveyzeh (Khuzestan southwest). The first conference in new achivements in enviorment and agricultural ecosystems. N ovember22. Tehran. Iran. pp 1-6. [In Persian]
27.Akrami, M., & Arzani, A. (2019). Inheritance of fruit yield and quality in melon (Cucumis melo L.) grown under field salinity stress. Scientific. Reports, 9, 1-13. doi:10.1038/s41598-019-43616-6.
28.Argyris, J. M., Diaz, A., Ruggieri, V., Fernandez, M., Jahrmann, T., Gibon, Y., Pico, B., Martin-Hernandez, A. M., Monforte, A. J., & Garcia-Mas, J. (2017) QTL analyses in multiple populations employed for the fine mapping and identification of candidate genes at a locus affecting sugar accumulation in melon (Cucumis melo L.). Frontiers in Plant Science, 8, 1679. doi: 10.3389/fpls.2017.01679.
29.Mallek-Ayadi, S., Bahloul, N., Baklouti, S., & Kechaou, N. (2022). Bioactive compounds from Cucumis melo L. fruits as potential nutraceutical food ingredients and juice processing using membrane technology. Food Science Nutitionr, 10, 2922-2934. doi 10.1002/ fsn3.2888.
30.Villanueva, M. J., Tenorio, M. D., Esteban, M. A., & Mendoz, M. C. (2004). Compositional changes during ripening of two cultivars of muskmelon fruits. Food Chemistry, 87(2), 179-185 doi:10.1016/j fo od.chem.2003.11.09.
31.Kultur, F., Harri, H. C., & Staub, J. E. (2001). Spacing and genotype affect fruit sudoigar oncentration, yield, fruit size of muskmelon. HortScience, 36(2), 274-278. doi:10.21273/HORTSCI.36.2.274.
32.Seko, T. (2004). Characteristics and quality of melon plant. Vegetable Horticulture Melon, 2, 129-145.
33.Arab-Salmani, K., Abedi, M., Jaferi, P., Rafezi, R., & Shayari, D. (2012). Release of new cultivar: Semsoori 88, A new high yielding cantaloupe cultivar for arid and semi-arid areas of Iran. Seed and Plant Production, 28 (1), 121-123. doi:10.22092/SPPJ.2017.11. [In Persian]
34.Shafiee, H., Haghighi, M., Farhadi, A., & Ehtemam, M. H. (2019). The effect of salinity on physiological, biochemical and anatomical characteristics of different varieties of melon. Plant Process and Function, 8 (33), 325-338 [In Persian]