DArTseq Analysis of Cypriot Common Bean Germplasm Unveils an Assortment of Unexplored Genetic Variability
Abstract
1. Introduction
2. Materials and Methods
2.1. Germplasm Collection and Sample Preparation
2.2. DNA Extraction
2.3. DArTseq Genotyping
2.4. DArTseq Filtering and Analyses
3. Results
3.1. SNP Indexes Across the Cypriot Bean Panel
3.2. Linkage Disequilibrium Across Markers
3.3. Alleles, HWE, and Genetic Diversity
3.4. Varieties Associations and Genetic Structure
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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No | Variety Name | Origin | Type |
---|---|---|---|
1 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
2 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
3 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
4 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
5 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
6 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
7 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
8 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
9 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
10 | Kreatofasoulo | Heirloom variety collected from field | Green beans |
11 | Koutsouli White | Heirloom variety collected from field | Dry beans |
12 | Koutsouli White | Heirloom variety collected from field | Dry beans |
13 | Koutsouli White | Heirloom variety collected from field | Dry beans |
14 | Koutsouli White | Heirloom variety collected from field | Dry beans |
15 | Koutsouli White | Heirloom variety collected from field | Dry beans |
16 | Koutsouli White | Heirloom variety collected from field | Dry beans |
17 | Koutsouli White | Heirloom variety collected from field | Dry beans |
18 | Koutsouli White | Heirloom variety collected from field | Dry beans |
19 | Koutsouli White | Heirloom variety collected from field | Dry beans |
20 | Koutsouli White | Heirloom variety collected from field | Dry beans |
21 | Stringless Blue Lake | Variety from farmer A collected from field | Green beans |
22 | Stringless Blue Lake | Variety from farmer A collected from field | Green beans |
23 | Stringless Blue Lake | Variety from farmer A collected from field | Green beans |
24 | Stringless Blue Lake | Variety from farmer A collected from field | Green beans |
25 | Stringless Blue Lake | Variety from farmer A collected from field | Green beans |
26 | Stringless Blue Lake | Variety from farmer B collected from field | Green beans |
27 | Stringless Blue Lake | Variety from farmer B collected from field | Green beans |
28 | Stringless Blue Lake | Variety from farmer B collected from field | Green beans |
29 | Stringless Blue Lake | Variety from farmer B collected from field | Green beans |
30 | Stringless Blue Lake | Variety from farmer B collected from field | Green beans |
31 | Moraleda | Variety from nursery collected from field | Green beans |
32 | Moraleda | Variety from nursery collected from field | Green beans |
33 | Moraleda | Variety from nursery collected from field | Green beans |
34 | Louva White | Heirloom variety collected from field | Dry beans |
35 | Louva Red Long | Heirloom variety collected from field | Dry beans |
36 | Louva Red Long | Heirloom variety collected from field | Dry beans |
37 | Louva Red Long | Heirloom variety collected from field | Dry beans |
38 | Louva Red | Heirloom variety collected from field | Dry beans |
39 | Louva Red | Heirloom variety collected from field | Dry beans |
40 | Louva Red | Heirloom variety collected from field | Dry beans |
41 | Louva Red | Heirloom variety collected from field | Dry beans |
42 | Louva Red | Heirloom variety collected from field | Dry beans |
43 | Gliastro | Heirloom variety collected from field | Dry beans |
44 | Gliastro | Heirloom variety collected from field | Dry beans |
45 | Gliastro | Heirloom variety collected from field | Dry beans |
46 | Gliastro | Heirloom variety collected from field | Dry beans |
47 | Gliastro | Heirloom variety collected from field | Dry beans |
48 | Gliastro | Heirloom variety collected from field | Dry beans |
49 | Gliastro | Heirloom variety collected from field | Dry beans |
50 | Gliastro | Heirloom variety collected from field | Dry beans |
No | Variety 1 | Variety 2 | Fixed | Priv1 | Priv2 | Chao1 | Chao2 | Totalpriv | AFD |
---|---|---|---|---|---|---|---|---|---|
1 | Gliastro | Koutsouli White | 4435 | 7191 | 5545 | 714 | 220 | 12,736 | 0.456 |
2 | Gliastro | Kreatofasoulo | 472 | 2858 | 2357 | 714 | 829 | 5215 | 0.115 |
3 | Gliastro | Louva White | 4921 | 7824 | 5159 | 714 | 43 | 12,983 | 0.467 |
4 | Gliastro | Louva Red | 4638 | 7453 | 5809 | 714 | 473 | 13,262 | 0.466 |
5 | Gliastro | Louva Red Long | 4793 | 7677 | 5348 | 714 | 412 | 13,025 | 0.459 |
6 | Gliastro | Moraleda | 3151 | 5982 | 3736 | 714 | 300 | 9718 | 0.323 |
7 | Gliastro | Stringless Blue Lake | 413 | 2453 | 2494 | 713 | 541 | 4947 | 0.144 |
8 | Koutsouli White | Kreatofasoulo | 4628 | 5788 | 6933 | 220 | 829 | 12,721 | 0.44 |
9 | Koutsouli White | Louva White | 772 | 1970 | 951 | 220 | 43 | 2921 | 0.083 |
10 | Koutsouli White | Louva Red | 626 | 1728 | 1730 | 220 | 473 | 3458 | 0.083 |
11 | Koutsouli White | Louva Red Long | 950 | 2124 | 1441 | 220 | 412 | 3565 | 0.099 |
12 | Koutsouli White | Moraleda | 2435 | 3634 | 3034 | 220 | 299 | 6668 | 0.229 |
13 | Koutsouli White | Stringless Blue Lake | 4170 | 5267 | 6954 | 220 | 541 | 12,221 | 0.443 |
14 | Kreatofasoulo | Louva White | 5165 | 7586 | 5422 | 829 | 43 | 13,008 | 0.456 |
15 | Kreatofasoulo | Louva Red | 4896 | 7225 | 6082 | 829 | 473 | 13,307 | 0.455 |
16 | Kreatofasoulo | Louva Red Long | 5026 | 7418 | 5590 | 829 | 412 | 13,008 | 0.448 |
17 | Kreatofasoulo | Moraleda | 3391 | 5722 | 3977 | 829 | 300 | 9699 | 0.318 |
18 | Kreatofasoulo | Stringless Blue Lake | 389 | 2011 | 2553 | 828 | 541 | 4564 | 0.123 |
23 | Louva Red | Louva Red Long | 390 | 1547 | 862 | 473 | 412 | 2409 | 0.053 |
24 | Louva Red | Moraleda | 2770 | 3978 | 3376 | 473 | 299 | 7354 | 0.247 |
25 | Louva Red | Stringless Blue Lake | 4497 | 5665 | 7350 | 473 | 541 | 13,015 | 0.463 |
26 | Louva Red Long | Moraleda | 2861 | 3395 | 3478 | 412 | 300 | 6873 | 0.243 |
27 | Louva Red Long | Stringless Blue Lake | 4615 | 5158 | 7528 | 412 | 541 | 12,686 | 0.456 |
19 | Louva White | Louva Red | 6 | 145 | 1166 | 42 | 473 | 1311 | 0.019 |
20 | Louva White | Louva Red Long | 457 | 626 | 962 | 43 | 412 | 1588 | 0.05 |
21 | Louva White | Moraleda | 2925 | 3157 | 3576 | 43 | 300 | 6733 | 0.246 |
22 | Louva White | Stringless Blue Lake | 4754 | 4993 | 7699 | 43 | 541 | 12,692 | 0.463 |
28 | Moraleda | Stringless Blue Lake | 2876 | 3435 | 5722 | 299 | 541 | 9157 | 0.314 |
Variety | Locus | Hom_1 | Het | Hom_2 | N | Prob | NCBI Accession | e Value |
---|---|---|---|---|---|---|---|---|
Gliastro | 100062028-27-C/T | 2 | 0 | 6 | 8 | 0.01538 | - | - |
Koutsouli White | 100068280-6-T/C | 0 | 10 | 0 | 10 | 0.00691 | XM_068642443.1 1 | 9.00 × 10−21 |
Stringless Blue Lake | 13121316-28-G/A | 5 | 0 | 5 | 10 | 0.00136 | XM_068640160.12 2 | 0.002 |
Stringless Blue Lake | 13121337-48-C/T | 5 | 0 | 5 | 10 | 0.00136 | - | - |
Stringless Blue Lake | 13121391-56-C/A | 4 | 1 | 4 | 9 | 0.03645 | XM_068606144.1 3 | 7.00 × 10−29 |
Stringless Blue Lake | 8671140-23-T/C | 5 | 0 | 5 | 10 | 0.00136 | XM_068641491.1 4 | 2.00 × 10−9 |
Stringless Blue Lake | 8671150-35-T/C | 1 | 9 | 0 | 10 | 0.04549 | XM_068641720.1 5 | 6.00 × 10−22 |
Stringless Blue Lake | 8671153-41-A/C | 7 | 1 | 2 | 10 | 0.04644 | XM_068615419.1 6 | 8.00 × 10−19 |
Kreatofasoulo | 8671195-24-A/C | 0 | 9 | 1 | 10 | 0.04549 | - | - |
Gliastro | 8671212-10-T/C | 3 | 0 | 5 | 8 | 0.00699 | XM_068628962.1 7 | 0.005 |
Variety | polyLoc | monoLoc | Ho | He | uHe | FIS |
---|---|---|---|---|---|---|
Koutsouli White | 1331 | 11,747 | 0.018 | 0.020 | 0.021 | 0.151 |
Gliastro | 2977 | 10,101 | 0.030 | 0.060 | 0.065 | 0.540 |
Stringless Blue Lake | 3018 | 10,060 | 0.025 | 0.066 | 0.069 | 0.634 |
Louva Red | 1333 | 11,745 | 0.026 | 0.027 | 0.030 | 0.141 |
Kreatofasoulo | 2476 | 10,602 | 0.027 | 0.031 | 0.032 | 0.168 |
Louva Red Long | 648 | 12,430 | 0.025 | 0.017 | 0.021 | −0.187 |
Moraleda | 731 | 12,347 | 0.027 | 0.019 | 0.023 | −0.152 |
Louva White | 312 | 12,766 | 0.024 | 0.012 | 0.024 | 0.000 |
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Tsolakidou, M.-D.; Kyratzis, A.C.; Nikoloudakis, N. DArTseq Analysis of Cypriot Common Bean Germplasm Unveils an Assortment of Unexplored Genetic Variability. Plants 2025, 14, 3000. https://doi.org/10.3390/plants14193000
Tsolakidou M-D, Kyratzis AC, Nikoloudakis N. DArTseq Analysis of Cypriot Common Bean Germplasm Unveils an Assortment of Unexplored Genetic Variability. Plants. 2025; 14(19):3000. https://doi.org/10.3390/plants14193000
Chicago/Turabian StyleTsolakidou, Maria-Dimitra, Angelos C. Kyratzis, and Nikolaos Nikoloudakis. 2025. "DArTseq Analysis of Cypriot Common Bean Germplasm Unveils an Assortment of Unexplored Genetic Variability" Plants 14, no. 19: 3000. https://doi.org/10.3390/plants14193000
APA StyleTsolakidou, M.-D., Kyratzis, A. C., & Nikoloudakis, N. (2025). DArTseq Analysis of Cypriot Common Bean Germplasm Unveils an Assortment of Unexplored Genetic Variability. Plants, 14(19), 3000. https://doi.org/10.3390/plants14193000