3.1. Polymorphism and diversity parameters
The Among the 32 ISSR primers tested using the annealing temperature gradient and revelation on 2% agarose gel, 20 primers (62.5%) generated readable and reproducible profiles. The annealing temperatures of the retained primers varied between 43°C and 58°C. In a similar study on genetic characterization of rapeseed genotypes, the hybridization temperature of ISSR markers ranged from 45 to 60°C (Tarıkahya-Hacıoğlu, 2016). The size of the bands generated by these 20 primers is highly variable, oscillating between 137 bp for UBC856 and 1329 bp for F4 (Table 3). According to Zietkiewicz et al. (1994), the ISSR technique generates amplified DNA fragments ranging from 200 to 2500 bp; however, more recent studies reported DNA fragment sizes ranging, from 150 to 1100 bp (Sica et al., 2005) 140 to 1500 bp Nagaraju et al., 2002), and from 250 to 2800 bp (Pradeep et al., 2005).
Table 3
ISSR primers, and amplification results of 20 ISSR primers in the rapeseed genotypes studied.
Primer | AT (°C) | SB | TNB | NPB | NMB | PPB | EMR | MI | PIC |
F1 | 43 | 184–1122 | 19 | 18 | 1 | 94.74 | 17.05 | 6.41 | 0.376 |
F2 | 58 | 192–808 | 14 | 9 | 5 | 64.29 | 5.79 | 2.07 | 0.357 |
F3 | 43 | 270–934 | 15 | 11 | 4 | 73.33 | 8.07 | 3.40 | 0.422 |
F4 | 58 | 167–1329 | 20 | 16 | 4 | 80 | 12.80 | 4.57 | 0.357 |
F8 | 56 | 161–1249 | 22 | 18 | 4 | 81.82 | 14.73 | 6.08 | 0.413 |
F9 | 43 | 237–765 | 13 | 9 | 4 | 69.23 | 6.23 | 2.43 | 0.39 |
F11 | 56 | 176–718 | 17 | 16 | 1 | 94.12 | 15.06 | 4.44 | 0.295 |
F16 | 58 | 238–1220 | 18 | 14 | 4 | 77.78 | 10.89 | 3.82 | 0.351 |
IMA-5-Z | 56 | 171–966 | 18 | 16 | 2 | 88.89 | 14.22 | 4.72 | 0.332 |
IMA9Z | 56 | 185–726 | 11 | 11 | 0 | 100 | 11.00 | 3.70 | 0.336 |
IMA834z | 50 | 175–911 | 16 | 13 | 3 | 81.25 | 10.56 | 4.54 | 0.43 |
IMA8Z | 50 | 166–935 | 15 | 14 | 1 | 93.33 | 13.07 | 4.90 | 0.375 |
IMA834-2 | 50 | 175–1122 | 15 | 10 | 5 | 66.67 | 6.67 | 3.39 | 0.509 |
UBC808-2 | 50 | 193–984 | 19 | 11 | 8 | 57.89 | 6.37 | 2.28 | 0.358 |
UBC810 | 50 | 190–929 | 16 | 13 | 3 | 81.25 | 10.56 | 3.35 | 0.317 |
UBC850 | 50 | 265–1311 | 14 | 11 | 3 | 78.57 | 8.64 | 2.78 | 0.322 |
UBC856 | 56 | 137–985 | 15 | 14 | 1 | 93.33 | 13.07 | 4.48 | 0.343 |
IMA12-2 | 56 | 210–1085 | 16 | 15 | 1 | 93.75 | 14.06 | 5.23 | 0.372 |
ISS F1 | 50 | 299–1213 | 14 | 13 | 1 | 92.86 | 12.07 | 3.69 | 0.306 |
ISSR1 | 56 | 183–717 | 12 | 8 | 4 | 66.67 | 5.33 | 2.13 | 0.399 |
AT: Annealing temperatures; SB: Size of bands; TNB; Total number of bands; NPB: Number of polymorphic bands; NMB: Number of monomorphic bands; PPB: Percentage of polymorphic bands; EMR: Effective multiple ratio; MI: Marker index; PIC: polymorphic information content. |
These ISSR primers revealed a total of 319 markers and a number of bands ranging from 11 bands for the IMA9Z primer to 22 bands generated by F8 primer, with an overall average of 16 fragments per primer (Fig. 1). The total polymorphism rate of the 20 primers is 81.5%. This number reflects the high level of polymorphism among the varieties revealed by the set of selected primers. This value is very close to that reported by Abdelmigid et al. (2012) (87%) and higher than that that reported by Paul et al. (2020) who found a polymorphism percentage 71.5% in the characterization of rapeseed genotypes by ISSR markers.
The number of ISSR markers generated is positively correlated with the number of primers used. However, this number can be greatly influenced by the plant species and the nature of the migration gel used (Nagarju et al., 2002; Wiesner and Wiesnerová, 2003).
When compared with other species, the percentage of polymorphic bands revealed by ISSR primers is higher in Asparagus acutifolius L. (100%) (Sica et al., 205), and Lupinus spp. (99%) (Talhinhas et al., 2003), comparable in Oryza sativa (80.9%) (Nagarju et al., 2002), and lower in Bombyx mori (64%) (Pradeep et al., 2005).
The polymorphism information content (PIC) values indicate the ability of each primer to distinguish among genotypes. All the primers have generated very polymorphic profiles, with an index varying between a minimum value of 0.295 for F11 and a maximum value of 0.509 for IMA834-2, with an average of 0.37. This is in agreement with Safari et al. (2013) who found a PIC of 0.346 for RAPD and 0.35 for ISSR markers in their study on rapeseed genetic diversity. However, our values are higher than those of Maraş-vanlioğlu et al. (2020) who reported PIC values generated by the ISSR primers varying between 0.14 and 0.26, with an average of 0.18 in their genetic characterization of rapeseed genotypes. However, in our study, most primers have PIC values around 0.4, indicating the high discriminating power of the used primers.
The pairwise comparison of the 22 varieties according to the Simple Matching coefficient showed distances ranging from a minimum of 0.176 for (Seven / Narjisse) to a maximum of 0.456 for (AUP4 / Adila), with an average of 0.31. This range of variation is relatively small compared with that reported by Safari et al. (2013) who found distances varying between 0.26 and 0.95. In addition, based on 15 ISSR primers, Abdelmigid (2012) indicated that within 10 accessions of rapeseed from different countries, the highest genetic similarity was 0.72 while the lowest one was 0.41. These differences are attributed to the type of germplasms investigated, the number of varieties analyzed and their multiple geographical origins.
The average similarity between the 22 varieties of rapeseed studied is 69% and the pairwise comparison shows that all varieties are genetically distinct by a minimum of 56 markers for the case of (Seven / Narjisse) and a maximum of 145 markers for the case of (AUP4 / Adila) (Fig. 2). This clearly indicates the high level of genetic diversity among the varieties studied.
3.2. Cluster analysis
The dendrogram obtained by analysis of the 319 ISSR markers has allowed dividing the varieties into four distinct groups at a similarity index of 69% (Fig. 3).
The group A contains a mixture of ten Moroccan and introduced varieties. The group B includes all varieties of Pakistani origin. The group C contains the Moroccan varieties Adila and Lila, the Australian varieties Nap 9 and Nap 10, and the German hybrid Traper. However, the variety Alba is very distinct from all other genotypes and consequently classified as a single branch (Group D).
The dendrogram clearly separated the varieties according to their origins, indicating that there was an association between genetic similarity and geographic distance. Similar results were reported by Paul et al., 2020 in their study on rapeseed germplasm characterization through ISSR markers and isozymes markers. However, the study shows that the Moroccan varieties are genetically close to a number of introduced varieties, which would indicate that they might derive from the same pedigree or belong to close genetic backgrounds. This is plausible since rapeseed remains a species characterized by a limited genetic diversity in comparison with other agricultural species (Nabloussi, 2015). As a result, the genetic progress achieved for this crop during the last 15–20 years is also limited. Hence, the usefulness and the interest of identifying genetically distant genotypes to use as crossing parents for the widening of genetic diversity and the reinforcement of genetic progress in future selected varieties.
A concrete example that shows how effective the used markers are in structuring genotypes is the composition of group C. It turns out that this group, established by a very small coefficient of similarity, brought together pure lines of Australian origin, Moroccan synthetic varieties and a German hybrid variety.