| Literature DB >> 28450875 |
Jens D Berger1,2, Damber Shrestha2, Christiane Ludwig1.
Abstract
To investigate wild and domesticated Mediterranean annual reproductive strategies, common garden comparisons of Old World lupins collected along aridity gradients were initiated. These are excellent candidates for ecophysiology, being widely distributed across contrasting environments, having distinct domestication histories, from ancient Lupinus albus to recently domesticated Lupinus angustifolius and Lupinus luteus, facilitating the study of both natural and human selection. Strong trade-offs between seed size, early vigor and phenology were observed: vigor increasing, and flowering becoming earlier with increasing seed size. Despite large specific differences in all these traits, natural and human selection have operated in very similar ways in all 3 species. In wild material, as collection environments became drier and hotter, phenology became earlier, while seed size, early vigor and reproductive investment increased. Wild and domesticated germplasm separated along similar lines. Within similar habitats, domesticated material was consistently earlier, with larger seeds, greater early vigor and higher reproductive investment than wild, suggesting selection for both early establishment and timely maturity/drought escape in both domesticated and wild low rainfall ecotypes. Species differences reflected their distribution. Small and soft-seeded, low vigor L. luteus had a late, rainfall-responsive phenology specifically adapted to long season environments, and a narrow coastal distribution. L. angustifolius was much more conservative; more hard-seeded, flowering and maturing much earlier, with a wide Mediterranean distribution. L. albus flowered earlier but matured much later, with longer reproductive phases supporting much larger seed sizes and early vigor than either L. luteus or L. angustifolius. This ruderal/competitive combination appears to give L. albus a broad adaptive capacity, reflected in its relatively wider Mediterranean/North African distribution.Entities:
Keywords: adaptation; crop evolution; early vigor; hard seed breakdown; phenology; seed size; terminal drought
Year: 2017 PMID: 28450875 PMCID: PMC5390039 DOI: 10.3389/fpls.2017.00548
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Figure 1Northern hemisphere collection sites of old world lupin genotypes evaluated in the present study, classified by species and habitat cluster (see Table .
Provenance and seasonal collection site climate (details in Berger et al., .
| 88 | 17 | 14 | 58 | 16 | |||||||||||||||
| 1 | European spring-sown: long daylength, rapidly warming, cool veg phase, med rainfall, low terminal drought. | 1 | 310 | 102 | 226 | 24 | 42 | 7 | 12.0 | 18.9 | 0.01 | 24.7 | 11.4 | 1 | UKR, 1 | ||||
| 2 | Mediterranean (Iberian) long season: cool temp, high, frequent rainfall, no terminal drought. | 6 | 2 | 104 | 515 | 521 | 69 | 96 | 4 | 14.5 | 15.8 | 0.05 | 23.8 | 9.4 | 6 | PRT, 6 | |||
| 3 | Mediterranean long season: low temp (cold, frosty veg phase), high, frequent rainfall, warming rep phase; low terminal drought. | 5 | 54 | 581 | 234 | 81 | 42 | 56 | 5.8 | 15.0 | 0.09 | 23.6 | 12.5 | 2 | 3 | ITA, 3; ESP, 1; PRT, 1 | |||
| 4 | Ethiopian highlands: warm, wet veg phase, cool, low rainfall rep phase; low terminal drought. | 6 | 3 | 773 | 668 | 61 | 33 | 9 | 2 | 16.2 | 16.3 | 0.01 | 27.0 | 16.3 | 6 | ETH, 6 | |||
| 5 | Average Mediterranean climates: intermediate terminal drought. | 48 | 6 | 41 | 376 | 234 | 47 | 41 | 18 | 12.2 | 16.3 | 0.09 | 29.2 | 13.3 | 36 | 12 | ITA, 15; ESP, 11; PRT, 8; GRC, 6; SYR, 6; MAR, 1; DZA, 1 | ||
| 6 | Mediterranean spring-sown: low rainfall, warm rep phase with rapid temp increase; high terminal drought. | 14 | 3 | 552 | 91 | 13 | 19 | 4 | 2 | 16.4 | 23.6 | 0.10 | 30.0 | 14.0 | 14 | TUR, 7; GRC, 7 | |||
| 7 | Southern Mediterranean: low rainfall, warm rep phase with rapid temp increase; high terminal drought. | 8 | 3 | 5 | 47 | 32 | 8 | 10 | 3 | 16.6 | 18.2 | 0.12 | 34.6 | 14.8 | 8 | EGY, 6; ISR, 1; GRC, 1 | |||
| 135 | 42 | 21 | 16 | 0 | 115 | ||||||||||||||
| 1 | European spring-sown: long daylength, rapidly warming, cool veg phase, med rainfall, low terminal drought. | 1 | 3 | 269 | 91 | 186 | 26 | 40 | 11 | 11.1 | 17.9 | 0.02 | 23.8 | 12.1 | 1 | DEU, 1 | |||
| 2 | Mediterranean long season: high, frequent rainfall, cool veg phase; low terminal drought. | 18 | 8 | 8 | 64 | 558 | 324 | 76 | 62 | 50 | 8.3 | 15.6 | 0.09 | 26.4 | 13.8 | 18 | ESP, 10; PRT, 4; FRA, 3; ITA, 1 | ||
| 3 | Mediterranean (Iberian) long season (cool): intermediate, frequent rainfall, cold frosty veg phase; med terminal drought. | 13 | 1 | 50 | 391 | 164 | 85 | 39 | 97 | 5.7 | 16.0 | 0.10 | 26.8 | 16.7 | 11 | ESP, 11 | |||
| 4 | Average Mediterranean climates: intermediate terminal drought. | 92 | 23 | 9 | 46 | 345 | 226 | 44 | 38 | 16 | 12.2 | 15.9 | 0.10 | 31.2 | 15.6 | 15 | 77 | ESP, 20; AUS, 19; GRC, 17 ; MAR, 10; ISR, 5; FRA, 4; ITA, 4; PRT, 3; SYR, 3; TUR, 3; CYP, 2; DZA, 1; ZAF, 1 | |
| 5 | Nth Africa: low, infrequent rainfall, high sun hours, rainfall variability: high terminal drought. | 7 | 5 | 4 | 26 | 145 | 135 | 18 | 20 | 21 | 11.4 | 16.3 | 0.10 | 33.7 | 19.6 | 7 | MAR, 6; DZA, 1 | ||
| Unclassified | 4 | 2 | 2 | 2 | GRC, 2; CHL, 2 | ||||||||||||||
| 71 | 29 | 13 | 35 | 0 | 36 | ||||||||||||||
| 1 | European spring-sown: long daylength, rapidly warming, cool veg phase, med rainfall, low terminal drought. | 30 | 11 | 1 | 296 | 99 | 211 | 26 | 41 | 11 | 10.9 | 17.7 | 0.01 | 23.6 | 11.7 | 30 | DEU, 6; BYS, 5; UKR, 5; HUN, 4; POL, 3; AUS, 2; RUS, 2; SUN, 1; LVA, 1; NLD, 1 | ||
| 2 | Mediterranean (Iberian) long season: high, frequent rainfall, cool veg phase; low terminal drought. | 7 | 7 | 6 | 70 | 645 | 416 | 76 | 72 | 27 | 10.5 | 15.5 | 0.08 | 26.2 | 13.2 | 7 | PRT, 6; ESP, 1 | ||
| 3 | Average Mediterranean climates: intermediate terminal drought. | 32 | 11 | 6 | 47 | 368 | 224 | 45 | 40 | 4 | 13.5 | 16.2 | 0.08 | 30.1 | 15.2 | 5 | 29 | PRT, 17; AUS, 9; MAR, 3; ISR, 3; ESP, 1; ZAF, 1 | |
| Unclassified | 2 | PRT, 2 | |||||||||||||||||
| 2007 field trial | 230 | 262 | 69 | 46 | 21 | 0 | 14.1 | 17.1 | 0.11 | ||||||||||
| 2008 field trial | 258 | 187 | 101 | 32 | 36 | 0 | 12.5 | 16.3 | 0.07 | ||||||||||
Cluster: collection sites were clustered largely on the basis of seasonal climate and described in Berger et al. (.
Status: Br, breeding material or released cultivar; Lr, landrace; W, wild germplasm. Numbers refer to 2007 evaluation.
L. albus L. collection site climates above were re-analysed in light of the fact that landraces from the Balkans to Asia Minor are spring-(Mülayim et al., .
Note that 2007 and 2008 field trial climate is also included to put these evaluations into context alongside germplasm collection site climate. Summer maxima and average temperature range are included as background for the physical dormancy work.
Average seasonal rainfall and summer temperatures (mean, maximum and diurnal range) in high and low rainfall subsets of wild .
| 718 | 22.0 | 30.0 | 16.5 | |
| High rainfall | 1022 | 20.7 | 28.2 | 15.5 |
| Low rainfall | 262 | 24.0 | 32.7 | 18.0 |
| 773 | 22.6 | 28.8 | 13.4 | |
| High rainfall | 1064 | 19.7 | 25.7 | 12.7 |
| Low rainfall | 482 | 25.5 | 31.9 | 14.1 |
Figure 2Plant phenology and collection site environment in old word lupins. (A) Principal components analysis of collection site bioclimatic variables and plant phenology data from a common garden 2007 field study of L. angustifolius, L. luteus and L. albus. Factor loadings for PC1 and 2 are presented as vectors (black for bioclimatic, green for biological variables), abbreviated as follows: av, average; CV, coefficient of variation; das, days after sowing; flow, flowering; pod, podding; podfill, pod filling phase; rain, rainfall; raindays, number of rainy days; RH, relative humidity; rep, reproductive phase; seas, season; sun hours; mean daily sunshine hours; T, temperature; veg, vegetative phase. Markers represent genotype scores, classified by species and domestication status. (B) Linear regression of flowering against collection site season rainfall, fitting species as factors, accounting for 55.8% of variance. Regression equations presented in Table 5. (C) Linear regression of maturity against flowering, fitting species and domestication status as factors, accounting for 79.5% of variance. Regression equations presented in Table 5.
Linear equations for relationships between flowering, maturity, seed size and pod fill in Old World lupin groups regressed in Figures .
| 51.4 | 0.015 | 113.8 | 0.41 | 40.4 | −0.18 | 101.4 | −0.60 | |
| 51.4 | 0.015 | 145.9 | −0.15(= 0.09) | −1.5 | 0.46 | 132.3 | −1.15 | |
| 51.4 | 0.015 | 146.1 | −0.17 | 59.1 | −0.55 | 124.7 | −1.02 | |
| 68.0 | 0.009 | 108.9 | 0.27 | 15.4 | −0.04 | 87.2 | −0.53 | |
| 68.0 | 0.009 | 117.3 | 0.13 | 30.3 | −0.28 | 104.3 | −0.79 | |
| 66.7 | 0.18 | 120.6 | 0.08 | 15.4 | −0.04 | 96.8 | −0.71 | |
| 66.7 | 0.18 | 96.4 | 0.40 | 31.3 | −0.25 | 81.1 | −0.50 | |
| LSD ( | 3.4 | 0.005 | 10.4 | 0.15 | 17.5 | 0.26 | 11.0 | 0.16 |
P-values present outcomes from T-tests of H0 intercept and slope = 0:
> 0.05,
< 0.05,
< 0.01,
< 0.001.
Within and between old world lupin species differences in terms of variance distribution.
| 98 | 96 | 75 | 89 | 92 | 92 | 98 | 97 | 94 | 84 | 92 | 92 | ||
| 2 | 3 | 19 | 7 | 7 | 7 | 2 | 2 | 4 | 10 | 6 | 6 | ||
| 0.2 | 1 | 6 | 3 | 1 | 1 | 0.3 | 1 | 2 | 5 | 2 | 2 | ||
| Species means | |||||||||||||
| 84 | 26.8 | 0.68 | 0.93 | 57.8 | 61 | 73 | 64 | 138 | 38.4 | 69.8 | 107.4 | 1.3 | |
| 127 | 10.1 | 0.29 | 0.80 | 48.5 | 73 | 81 | 46 | 127 | 34.8 | 56.9 | 201.9 | 1.2 | |
| 69 | 11.9 | 0.34 | 0.86 | 50.6 | 76 | 84 | 43 | 128 | 30.4 | 53.5 | 137.8 | 1.1 | |
| LSD Species mean | 1.2 | 0.05 | 0.08 | 1.3 | 1 | 1 | 1 | 1.2 | 3.0 | 9.7 | 15.2 | 0.1 | |
| Cluster means | |||||||||||||
| Albus 1, Br | 1 | 21.5 | 0.26 | 0.41 | 32.3 | 56 | 67 | 67 | 129 | 30.7 | 16.3 | 23 | 0.6 |
| Albus 2, LR | 6 | 27.8 | 0.83 | 0.98 | 60.1 | 70 | 82 | 62 | 143 | 33.1 | 66.4 | 81 | 1.3 |
| Albus 3, LR | 2 | 23.5 | 0.71 | 1.06 | 64.6 | 67 | 77 | 62 | 143 | 46.1 | 61.0 | 119 | 1.3 |
| Albus 3, W | 3 | 18.6 | 0.50 | 0.74 | 45.3 | 72 | 82 | 50 | 133 | 41.3 | 45.4 | 93 | 1.2 |
| Albus 4, LR | 6 | 21.1 | 0.50 | 0.79 | 50.6 | 65 | 80 | 63 | 144 | 33.3 | 44.8 | 72 | 1.1 |
| Albus 5, LR | 42 | 30.2 | 0.77 | 0.98 | 60.9 | 59 | 71 | 66 | 137 | 39.0 | 75.4 | 103 | 1.4 |
| Albus 5, W | 12 | 23.8 | 0.52 | 0.88 | 52.8 | 65 | 76 | 59 | 135 | 37.4 | 64.4 | 109 | 1.3 |
| Albus 6, LR | 14 | 24.6 | 0.62 | 0.94 | 57.9 | 57 | 71 | 67 | 137 | 39.2 | 74.4 | 134 | 1.4 |
| Albus 7, LR | 8 | 30.1 | 0.75 | 0.92 | 61.2 | 52 | 65 | 70 | 135 | 45.7 | 84.4 | 140 | 1.5 |
| LSD | 2.8 | 0.25 | 0.25 | 9.0 | 4 | 4 | 5 | 4 | 10.0 | 29.3 | 57 | 0.3 | |
| Angus 1, Br | 1 | 14.5 | 0.43 | 0.80 | 50.5 | 74 | 80 | 47 | 127 | 40.2 | 36.0 | 101 | 1.2 |
| Angus 2, W | 17 | 7.3 | 0.24 | 0.91 | 52.1 | 80 | 87 | 41 | 128 | 30.6 | 47.7 | 213 | 1.0 |
| Angus 3, W | 11 | 8.2 | 0.25 | 0.88 | 51.0 | 78 | 85 | 42 | 127 | 34.6 | 52.1 | 218 | 1.1 |
| Angus 4, Br | 15 | 12.3 | 0.34 | 0.73 | 48.0 | 68 | 76 | 51 | 127 | 32.7 | 48.1 | 130 | 1.1 |
| Angus 4, W | 76 | 10.3 | 0.28 | 0.79 | 47.7 | 73 | 80 | 47 | 127 | 35.9 | 58.5 | 208 | 1.2 |
| Angus 5, W | 7 | 11.3 | 0.43 | 0.72 | 44.6 | 69 | 78 | 52 | 127 | 36.8 | 63.9 | 250 | 1.3 |
| LSD | 2.1 | 0.13 | 0.23 | 8.5 | 4 | 4 | 5 | 3 | 9.9 | 34.9 | 130 | 0.2 | |
| Luteus 1, Br | 28 | 12.7 | 0.39 | 0.85 | 51.5 | 71 | 80 | 46 | 127 | 33.3 | 46.5 | 121 | 1.0 |
| Luteus 2, W | 7 | 8.6 | 0.26 | 0.80 | 43.8 | 89 | 96 | 37 | 133 | 22.3 | 51.2 | 130 | 0.9 |
| Luteus 3, W | 29 | 11.8 | 0.31 | 0.90 | 51.6 | 78 | 86 | 41 | 127 | 28.9 | 63.3 | 161 | 1.2 |
| Luteus 3, Br | 5 | 12.7 | 0.38 | 0.82 | 49.6 | 71 | 80 | 47 | 128 | 33.1 | 39.6 | 114 | 1.1 |
| LSD | 1.1 | 0.07 | 0.18 | 4.6 | 2 | 2 | 2 | 2 | 5.0 | 17.2 | 48 | 0.2 | |
Species, Cluster within species, Accession within cluster. Percentage of variance captured by each classification level in nested ANOVA.
P < 0.001.
Figure 3Combined species principal components analysis (PCA) of old world lupin phenology, growth and productivity under rainfed field conditions in 2007. L. luteus (A), L. albus (B), and L. angustifolius (C) are plotted in 3 separate panels with identical vectors to clarify within species cluster differences. Factor loadings for PC1 and 2 are presented as vectors, abbreviated as follows: das, days after sowing; HI, harvest index; ht, height; no, number; wt, weight. Markers represent genotype scores, classified by habitat/domestication status clusters within species.
Figure 4Combined species principal components analysis (PCA) of old world lupin (. Factor loadings for PC1 and 2 are presented as vectors (black for bioclimatic, green for biological variables), abbreviated as in Figures 2, 3.
Within and between old world lupin species differences in terms of variance distribution.
| 93.6 | 54.4 | 64.2 | 58.2 | 90.7 | 96.7 | 95.1 | 56.1 | ||
| 4.4 | 24.7 | 28.5 | 29.5 | 8.2 | 2.4 | 3.3 | 24.8 | ||
| 2.0 | 20.9 | 7.4 | 12.3 | 1.2 | 0.9 | 1.6 | 19.2 | ||
| Species means | |||||||||
| 17 | 0.65 | 0.023 | 0.041 | 56 | 61 | 103 | 164 | 27.9 | |
| 41 | 0.32 | 0.019 | 0.035 | 50 | 71 | 81 | 152 | 22.5 | |
| 28 | 0.38 | 0.018 | 0.038 | 50 | 82 | 72 | 153 | 22.7 | |
| LSD Species mean | 0.03 | 0.003 | 0.004 | 1.8 | 0.7 | 1.4 | 1.3 | 2.5 | |
| Cluster means | |||||||||
| Albus 2, LR | 2 | 0.67 | 0.026 | 0.046 | 62 | 64 | 104 | 167 | 33.5 |
| Albus 4, LR | 3 | 0.50 | 0.018 | 0.040 | 56 | 66 | 103 | 169 | 22.7 |
| Albus 5, LR | 4 | 0.71 | 0.024 | 0.044 | 62 | 60 | 106 | 166 | 28.9 |
| Albus 5, W | 2 | 0.64 | 0.025 | 0.046 | 54 | 68 | 91 | 160 | 32.2 |
| Albus 6, LR | 3 | 0.57 | 0.026 | 0.041 | 57 | 61 | 102 | 165 | 35.2 |
| Albus 7, LR | 3 | 0.77 | 0.016 | 0.028 | 43 | 51 | 107 | 158 | 17.5 |
| LSD | 0.14 | 0.010 | 0.012 | 6.5 | 2.1 | 3.3 | 3.3 | 9.9 | |
| Angus 1, Br | 3 | 0.38 | 0.022 | 0.041 | 58 | 71 | 81 | 152 | 25.0 |
| Angus 2, W | 8 | 0.24 | 0.017 | 0.042 | 54 | 77 | 77 | 154 | 20.3 |
| Angus 3, W | 2 | 0.17 | 0.016 | 0.033 | 42 | 76 | 75 | 152 | 17.6 |
| Angus 4, Br | 6 | 0.38 | 0.022 | 0.033 | 51 | 66 | 88 | 153 | 25.5 |
| Angus 4, W | 18 | 0.35 | 0.020 | 0.034 | 48 | 70 | 81 | 151 | 23.8 |
| Angus 5, W | 5 | 0.26 | 0.014 | 0.029 | 42 | 68 | 84 | 153 | 17.8 |
| LSD | 0.09 | 0.008 | 0.010 | 6.3 | 2.4 | 5.9 | 5.0 | 8.7 | |
| Luteus 1, Br | 10 | 0.41 | 0.017 | 0.036 | 51 | 75 | 76 | 151 | 21.8 |
| Luteus 2, W | 7 | 0.27 | 0.019 | 0.041 | 49 | 95 | 62 | 156 | 22.1 |
| Luteus 3, Br | 1 | 0.36 | 0.013 | 0.038 | 47 | 79 | 74 | 153 | 13.4 |
| Luteus 3, W | 10 | 0.43 | 0.020 | 0.038 | 49 | 80 | 73 | 153 | 24.9 |
| LSD | 0.12 | 0.009 | 0.011 | 5.9 | 2.7 | 4.7 | 4.2 | 10.5 | |
Species, Cluster within species, Accession within cluster. Percentage of variance captured by each classification level in nested ANOVA.
P < 0.001.
Figure 5The effects of seed size on early vigor (A), and flowering date on seed size (B), and the length of the reproductive phase (C) in old world lupins (data from a 2007 common garden field trial). In (A) a common linear regression accounted for 66.2% of variance, while in (B,C) separate regression equations for species accounted for 82.5 and 93.1%, respectively. (Regression equations for (B,C) presented in Table 5).
Figure 6Hard seed breakdown in wild, low (…) and high rainfall (—) , and L. angustifolius (B, ◦). Genotype responses plotted in narrow curves without markers, category mean responses plotted in wide, bolded curves with markers for each sample point.