| Literature DB >> 22997502 |
Tolga Karaköy1, Halil Erdem, Faheem S Baloch, Faruk Toklu, Selim Eker, Benjamin Kilian, Hakan Özkan.
Abstract
Increasing the amount of bioavailable mineral elements in plant foods would help to improve the nutritional status of populations in developing countries. Legume seeds have the potential to provide many essential nutrients. It is important to have information on genetic variations among different lentil populations so that plant breeding programs can use new varieties in cross-breeding programs. The main objective of this study was to characterize the micro- and macronutrient concentrations of lentil landraces seeds collected from South-Eastern Turkey. We found impressive variation in the micro- and macroelement concentrations in 39 lentil landraces and 7 cultivars. We investigated the relationships of traits by correlation analysis and principal component analysis (PCA). The concentrations of several minerals, particularly Zn, were positively correlated with other minerals, suggesting that similar pathways or transporters control the uptake and transport of these minerals. Some genotypes had high mineral and protein content and potential to improve the nutritional value of cultivated lentil. Cross-breeding of numerous lentil landraces from Turkey with currently cultivated varieties could improve the levels of micro- and macronutrients of lentil and may contribute to the worldwide lentil quality breeding program.Entities:
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Year: 2012 PMID: 22997502 PMCID: PMC3444848 DOI: 10.1100/2012/710412
Source DB: PubMed Journal: ScientificWorldJournal ISSN: 1537-744X
Mean and range variation of mineral elements and other traits of Turkish lentil landraces and cultivars.
| Parameters | Landraces | Cultivars | ||||
|---|---|---|---|---|---|---|
| Mean | Max | Min | Mean | Max | Min | |
| Phosphorous (g kg−1) | 4.15 | 5.33 | 3.16 | 3.47 | 3.94 | 2.86 |
| Potassium (g kg−1) | 7.54 | 9.50 | 6.38 | 7.38 | 6.71 | 8.38 |
| Magnesium (g kg−1) | 1.060 | 1.260 | 0.89 | 0.99 | 1.15 | 0.85 |
| Calcium (g kg−1) | 0.85 | 1.28 | 0.48 | 0.82 | 1.02 | 0.69 |
| Copper (mg kg−1) | 12.10 | 16.92 | 9.10 | 11.73 | 14.50 | 9.50 |
| Iron (mg kg−1) | 63.61 | 81.39 | 48.96 | 58.94 | 69.90 | 49.40 |
| Manganese (mg kg−1) | 13.43 | 16.20 | 11.50 | 13.49 | 15.40 | 11.50 |
| Zinc (mg kg−1) | 55.01 | 73.10 | 42.30 | 53.49 | 61.30 | 46.90 |
| Protein contents (%) | 25.60 | 31.88 | 22.72 | 24.43 | 26.54 | 23.60 |
| Seed size (mm) | 4.50 | 5.14 | 3.99 | 4.6 | 4.60 | 4.06 |
| 100 seed weight (g) | 2.80 | 4.03 | 1.68 | 3.02 | 3.33 | 2.58 |
Mean values of micro- and macronutrients, protein contents, seed size, and hundred-seed weight of lentil landraces.
| Landraces/cultivars | No. in fig. | P†
| K†
| Mg†
| Ca† | Cu‡ | Fe‡ | Mn‡ | Zn‡ | Protein (%) | SS (mm) | HSW (g) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Diy-Haz | 1 | 5.33 b | 8.11 b–e | 1.18 a–c | 0.76 n–s | 12.3 d–j | 49.0 q | 10.5 q | 52.3 l–r | 22.72 r | 4.36 h–k | 3.35 b–g |
| Diy-Oğl | 2 | 4.22 f–l | 7.24 j–s | 0.97 p–t | 0.92 e–l | 12.4 d–j | 63.1 e–m | 12.9 g–p | 54.6 h–n | 23.48 q | 4.17 m–r | 2.73 h–l |
| Diy-Kulp | 15 | 4.71 c–g | 7.37 h–p | 1.11 c–I | 1.22 a-b | 11.8 e–m | 81.4 a | 13.8 c–l | 64.2 b-c | 28.48 d-f | 3.99 s-t | 1.68 o |
| Diy-Dic1 | 16 | 4.24 f–l | 6.65 s–v | 1.05 f–p | 1.28 a | 11.4 g–m | 59.9 h–o | 12.6 i–p | 58.4 d–k | 26.59 i-j | 4.10 p–t | 2.22 l–o |
| Diy-Dic2 | 18 | 4.46 d–j | 6.99 n–v | 1.06 e–n | 1.18 a-b | 10.5 k–o | 59.9 h–o | 12.9 g–p | 59.2 c–h | 30.29 b | 4.06 q–t | 1.87 n-o |
| Diy-Krcd | 19 | 3.51 o–r | 7.35 h–p | 1.00 i–s | 0.77 m–r | 14.3 b-c | 69.2 b–e | 14.7 a–f | 43.7 t-u | 27.40 g-h | 5.14 a | 3.78 a-b |
| Diy-Mer | 27 | 3.20 r-s | 7.06 m–u | 0.89 t-u | 0.55 u–w | 9.1 o | 55.0 n–q | 12.9 g–p | 45.4 s–u | 24.47 p | 4.23 k–q | 2.95 e–j |
| Diy-Sil2 | 28 | 3.95 i–o | 6.92 p–v | 1.05 g–q | 0.52 u–w | 12.0 e–l | 67.6 b–h | 13.6 d–m | 47.5 p–u | 28.20 d–f | 4.46 f–i | 2.34 k–n |
| Diy-Sil1 | 20 | 3.92 k–p | 7.99 b–g | 0.99 m–s | 0.88 g–n | 13.2 b–f | 74.3 a–c | 15.3 a–c | 63.1 b–e | 27.22 h | 4.23 k–q | 3.00 e–j |
| Diy-Erg | 34 | 4.30 e–k | 8.03 b–e | 1.16 b–d | 1.12 b–d | 11.7 e–m | 65.7 e–k | 14.5 b–g | 56.7 g–l | 26.49 i | 4.54 d–g | 3.33 b–g |
| Diy-Çın | 8 | 3.16 r-s | 6.45 u–v | 0.97 p–t | 0.77 m–r | 10.8 i–n | 57.9 l–p | 12.8 h–p | 43.6 t-u | 28.98 d | 4.16 n–r | 3.03 d–j |
| Diy1 | 38 | 3.69 m–r | 7.64 e–m | 1.10 c–j | 0.73 o–t | 12.7 c–h | 59.2 j–o | 12.3 j–p | 54.8 h–n | 27.80 d–f | 4.70 c-d | 3.63 a–d |
| Diy2 | 39 | 3.61 n–r | 7.40 f–p | 0.94 s-t | 0.81 l–q | 11.7 e–m | 63.8 e–l | 14.0 c–j | 55.0 h–m | 24.08 p | 4.47 f–i | 3.53 a–e |
| Batman | 3 | 4.98 b–d | 8.28 b–d | 1.17 b–d | 1.14 b-c | 12.2 e–j | 57.7 l–p | 12.0 m–q | 51.2 l–r | 28.21 e–g | 3.99 s-t | 1.86 n-o |
| Kahmar1 | 5 | 6.45 a | 9.50 a | 1.26 a | 1.04 c–e | 16.9 a | 78.5 a | 13.4 e–o | 73.1 a | 30.44 b | 4.54 e–g | 2.77 g–l |
| Kahmar2 | 33 | 4.19 g–m | 7.96 b–h | 1.20 a-b | 0.93 e–l | 14.0 b–d | 67.0 c–i | 16.2 a | 58.1 e–k | 30.54 b | 4.81 b-c | 3.18 c–i |
| Adıy-Kah | 7 | 3.93 k–p | 7.24 j–s | 0.97 p–t | 0.98 e–j | 11.5 g–m | 66.5 d–j | 13.4 e–o | 51.9 l–r | 28.78 d–f | 4.31 i–n | 2.80 g–l |
| Adıy-Kah2 | 17 | 4.72 c–f | 8.29 b–d | 1.14 b–f | 0.96 e–k | 12.5 d–I | 68.4 b–f | 16.0 a-b | 66.0 b | 25.97 k–n | 4.42 g–j | 2.31 k–n |
| Gantep | 4 | 4.09 i–n | 7.60 e–n | 0.99 m–s | 0.85 j–o | 12.1 e–k | 53.8 n–q | 12.2 l–p | 47.2 q–u | 24.65 p | 4.54 d–g | 2.94 e–j |
| Gantep-Niz | 26 | 3.59 n–r | 7.92 b–I | 1.01 j–s | 0.88 g–n | 12.4 d–j | 50.7 p-q | 13.9 c–k | 51.2 l–r | 25.45 m–o | 4.52 f–h | 3.45 a–f |
| Mar-Kız2 | 11 | 3.52 o–r | 6.38 v | 0.99 m–s | 0.65 r–u | 12.1 e–k | 60.2 g–o | 12.9 g–p | 50.2 m–s | 29.65 c | 4.33 i–m | 3.11 d–j |
| Mar-Kız3 | 29 | 4.48 d–i | 7.38 g–p | 1.01 k–s | 0.76 n–s | 14.5 b | 65.9 e–k | 13.6 d–n | 61.1 b–g | 26.25 j–m | 4.53 f-g | 2.88 f–k |
| Mar-Kız4 | 30 | 3.87 k–q | 8.01 b–f | 1.03 i–r | 0.54 u–w | 12.6 c–h | 61.1 f–n | 12.2 k–p | 54.8 h–n | 26.39 i-j | 4.13 o–t | 2.81 g–l |
| Mar-Kız | 35 | 4.30 e–l | 9.07 a | 1.12 b–h | 0.84 k–p | 12.3 d–j | 74.9 a-b | 15.3 a–c | 58.1 e–k | 26.17 i–l | 4.15 n–s | 2.58 j–m |
| Mar-Kız5 | 32 | 3.48 o–r | 6.950 v | 1.07 e–n | 0.76 n–s | 12.1 e–k | 55.8 m–q | 14.1 c–i | 48.2 o–t | 28.25 d–e | 4.92 b | 3.72 a–c |
| Mar-Kız1 | 6 | 4.18 h–m | 7.30 i–r | 0.98 n–s | 0.93 e–l | 9.4 n-o | 53.5 n–q | 11.5 p-q | 42.3 u | 28.19 d–g | 4.11 p–t | 2.29 k–n |
| Mar-Om | 12 | 4.79 c–e | 7.73 d–k | 1.09 c–k | 0.82 l–p | 12.5 d–h | 66.5 d–j | 12.0 n–q | 56.2 g–l | 28.09 f–h | 4.16 m–r | 3.02 e–j |
| Siirt-Beş | 13 | 5.20 b-c | 8.41 b | 1.20 a-b | 0.89 f–m | 11.8 e–m | 58.6 k–o | 13.4 e–o | 61.5 b–g | 26.43 i-j | 4.24 k–p | 2.58 j–m |
| Şurfa-Har | 9 | 4.24 f–l | 7.55 e–o | 1.03 i–r | 0.64 s–v | 11.6 f–m | 74.3 a–c | 12.2 l–p | 55.9 g–l | 28.02 d–f | 4.13 o–t | 2.68 i–l |
| Şurfa-Hil | 10 | 3.91 k–q | 6.99 n–v | 1.0 k–s | 0.86 h–n | 12.0 e–l | 67.8 b–g | 13.4 e–o | 56.2 g–l | 26.92 i | 4.20 k–r | 2.79 g–l |
| Şurfa-Vir | 25 | 3.91 k–q | 7.05 m–u | 1.09 d–I | 0.81 l–q | 13.1 b–g | 64.3 e–l | 13.9 c–k | 56.8 f–l | 31.13 a | 4.54 d–g | 3.19 b–i |
| Şurfa-Sur | 31 | 3.77 l–q | 7.00 n–v | 1.04 h–q | 0.61 t–v | 12.3 d–j | 57.8 l–p | 13.1 f–p | 58.5 c–j | 29.48 c | 4.42 g–j | 3.08 d–j |
| Şurfa-Siv | 36 | 4.30 e–k | 8.43 b | 1.15 b–e | 0.82 l–p | 13.0 b–g | 60.7 f–o | 13.1 f–p | 52.9 j–p | 26.70 i–k | 4.05 r–t | 2.71 i–l |
| Şır-Kum | 14 | 4.69 c–h | 7.08 l–t | 1.07 e–m | 0.77 m–r | 10.4 l–o | 74.0 a–d | 14.9 a–e | 64.1 b–f | 31.88 a | 3.99 t | 2.00 m–o |
| Şır-İdil | 21 | 3.98 i–o | 7.84 b–j | 1.02 j–s | 0.98 h–n | 11.2 h–m | 69.3 b–e | 12.9 g–p | 52.7 k–p | 24.75 p | 4.34 i–l | 2.69 i–l |
| Şır-Sil1 | 22 | 4.24 f–l | 7.89 b–I | 1.13 b–g | 0.99 e–h | 13.4 b–e | 59.6 i–o | 13.1 f–p | 63.9 b–d | 28.34 d | 4.90 b | 2.87 f–k |
| Şır-Sil2 | 23 | 3.17 r-s | 6.69 r–v | 1.02 j–s | 0.48 w | 10.4 l–o | 69.5 b–e | 14.8 a–f | 47.1 q–u | 28.14 d–f | 4.70 c–e | 4.03 a |
| Şır-Sil3 | 24 | 3.41 p–r | 6.47 t–v | 1.01 k–s | 0.51 u-v | 10.3 m–o | 65.2 e–l | 13.3 f–o | 49.1 n–t | 27.51 h | 4.77 b-c | 3.14 c–j |
| Şır-Ciz | 37 | 4.10 i–n | 7.69 d–l | 0.97 o–t | 1.00 d–g | 11.5 g–m | 53.3 o–q | 14.2 c–i | 58.5 c–j | 25.37 o | 4.26 j–p | 2.77 g–l |
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| Varieties | ||||||||||||
| Fırat 87 | 3.82 k–q | 7.56 e–o | 0.98 n–s | 0.72 p–t | 10.4 l–o | 49.4 q | 11.5 p-q | 46.9 r–u | 25.88 l–n | 4.47 f–i | 2.88 f–k | |
| Yerli Kır. | 3.18 r-s | 6.66 s–v | 0.96 q–t | 0.77 m–r | 12.5 d–h | 54.2 n–q | 11.9 o–q | 48.2 o–t | 26.38 i–l | 4.34 i–l | 2.77 g–l | |
| Çağıl 2004 | 3.94 j–o | 8.38 b-c | 1.06 f–o | 0.69 q–t | 14.5 b | 69.9 b-e | 15.4 a–c | 61.3 b–g | 26.54 i-j | 4.57 d–g | 3.33 b–h | |
| Çiftçi | 3.20 r-s | 6.71 q–v | 0.97 p–t | 0.86 i–n | 12.5 d–h | 61.0 f–n | 14.5 b–g | 53.3 i–o | 25.46 o | 4.28 j–o | 3.12 c–j | |
| Kafkas | 3.91 k–q | 7.78 c–k | 1.15 b–e | 0.87 b–e | 10.7 j–o | 63.5 e-m | 14.2 c–i | 58.7 c–i | 25.39 m–o | 4.06 | 2.58 j–m | |
| Emre | 2.86 s | 7.33 i–q | 0.85 u | 0.81 l–q | 9.5 n-o | 54.4 n–q | 12.7 i–p | 50.0 m–s | 23.61 q | 4.60 d–f | 3.23 b–i | |
| Özbek | 3.39 q–s | 7.21 k–s | 0.95 r–t | 1.02 c–f | 12.0 e–m | 60.3 g–o | 14.3 c–h | 56.1 g–l | 25.81 n-o | 4.18 l–r | 3.16 c–j | |
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*P < 0.05, **P < 0.01, means sharing similar letter are statistically not different.
†g kg−1.
‡mg kg−1.
SS: seed size, HSW: g 100 seeds−1.
Correlation coefficients between seed macro- and microelement concentrations among lentil landraces and cultivars.
| K | Mg | Ca | Cu | Fe | Mn | Zn | Protein | Seed size | HSW | |
|---|---|---|---|---|---|---|---|---|---|---|
| P | 0.67** | 0.76** | 0.44** | 0.44** | 0.30* | −0.09 | 0.63** | 0.20 | −0.25 | −0.47** |
| K | 0.63 | 0.26 | 0.50** | 0.27 | 0.15 | 0.53** | −0.13 | −0.03 | −0.13 | |
| Mg | 0.30* | 0.48** | 0.30* | 0.15 | 0.54** | 0.34** | 0.02 | −0.21 | ||
| Ca | 0.11 | 0.10 | 0.07 | 0.43** | 0.03 | −0.30* | −0.50** | |||
| Cu | 0.37** | 0.27 | 0.50** | 0.19 | 0.33* | 0.18 | ||||
| Fe | 0.57** | 0.53** | 0.38** | −0.05 | −0.17 | |||||
| Mn | 0.40** | 0.19 | 0.24 | 0.14 | ||||||
| Zn | 0.23 | −0.16* | −0.33* | |||||||
| Protein | 0.05 | −0.19 | ||||||||
| Seed size | 0.71** |
*P < 0.05, **P < 0.01.
Eigenvectors, eigenvalues, individual and cumulative percentages of variation explained by the first four principal components (PC) of 39 Turkish lentil landraces and 7 cultivars.
| Variables | Eigenvectors | |||
|---|---|---|---|---|
| PC1 | PC2 | PC3 | PC4 | |
| P (g kg−1) | 0.42314 | −0.15612 | 0.24258 | 0.19210 |
| K (g kg−1) | 0.35888 | 0.04938 | 0.40728 | −0.22127 |
| Mg (g kg−1) | 0.39849 | 0.05795 | 0.20082 | 0.30920 |
| Ca (g kg−1) | 0.26304 | −0.28293 | −0.01273 | −0.22216 |
| Cu (mg kg−1) | 0.30134 | 0.35831 | 0.20633 | 0.07484 |
| Fe (mg kg−1) | 0.29464 | 0.20119 | −0.44493 | −0.16168 |
| Mn (mg kg−1) | 0.16310 | 0.37360 | −0.41613 | −0.43299 |
| Zn (mg kg−1) | 0.41977 | 0.03678 | −0.09768 | −0.19881 |
| Protein (%) | 0.16797 | 0.10679 | −0.46767 | 0.69840 |
| SS (mm) | −0.09087 | 0.55164 | 0.18896 | 0.14548 |
| HSW (g) | −0.21742 | 0.51408 | 0.23902 | −0.03872 |
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| Eigenvalue | 4.0595 | 2.2427 | 1.4401 | 0.9968 |
| Percent | 36.9049 | 20.3879 | 13.0920 | 9.0621 |
| Cum. percent | 36.9049 | 57.2927 | 70.3847 | 79.4468 |
Figure 1Scatter diagram of the lentil landraces based on studied traits.