| Literature DB >> 30504781 |
Luisa Bascuñán-Godoy1,2,3, Carolina Sanhueza4, Katherine Pinto5, Leonardo Cifuentes5, María Reguera6, Vilbett Briones7, Andrés Zurita-Silva8, Rodrigo Álvarez9, Andrea Morales9, Herman Silva10.
Abstract
Quinoa has been highlighted as a promising crop to sustain food security. The selection of physiological traits that allow identification genotypes with high Nitrogen use efficiency (NUE) is a key factor to increase Quinoa cultivation. In order to unveil the underpinning mechanisms for N-stress tolerance in Quinoa, three genotypes with similar phenology, but different NUE were developed under high (HN) or low (LN) nitrogen conditions. N metabolism processes and photosynthetic performance were studied after anthesis and in correlation with productivity to identify principal traits related to NUE. We found that protein content, net photosynthesis and leaf dry-mass were determinant attributes for yield at both HN and LN conditions. Contrastingly, the enhancement of N related metabolites ([Formula: see text], proline, betacyanins) and processes related with re-assimilation of [Formula: see text], including an increment of glutamine synthetase activity and up-regulation of CqAMT1,1 transporter expression in leaves, were negatively correlated with grain yield at both N conditions. Biochemical aspects of photosynthesis and root biomass were traits exclusively associated with grain yield at LN. The impact of N supply on seed quality is discussed. These results provide new insights towards the understanding the N metabolism of Quinoa.Entities:
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Year: 2018 PMID: 30504781 PMCID: PMC6269519 DOI: 10.1038/s41598-018-34656-5
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Phenotype, Yield, Nitrogen Use Efficiency (NUE) and Harvest Index (HI) of three genotypes of C. quinoa growing under different Nitrogen supplies. (a) Four-month-old Faro (top), UdeC9 (middle) and BO78 (botton) were grown at High Nitrogen (HN) and Low Nitrogen (LN) supplies. Photographs were taken two weeks after flowering. (b) Yield (c) NUE (d) HI. Bars show Mean values ± SE (n = 4). Different letters represent significant differences among genotypes and treatments at P < 0.05 using two-way ANOVA.
Biomass under different N supplementation conditions in three genotypes of C. quinoa.
| Genotype | LAi (cm2) | SLA (cm2/g) | Total leaves weight (g) | Root (g) | Shoot (g) | Shoot/root |
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| HN | 67 ± 8 (a) | 145 ± 9 (c) | 32 ± 4 (a) | 17 ± 6 (a) | 86 ± 7 (ab) | 7 ± 2 (bc) |
| LN | 66 ± 6 (a) | 166 ± 13 (c) | 27 ± 4 (a) | 8 ± 2 (b) | 69 ± 12 (b) | 10 ± 2 (bc) |
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| HN | 63 ± 2 (a) | 174 ± 9 (c) | 31 ± 4 (a) | 11 ± 3 (ab) | 78 ± 7 (ab) | 8 ± 2 (bc) |
| LN | 41 ± 5 (b) | 171 ± 9 (c) | 16 ± 2 (bc) | 3.7 ± 0.5 (c) | 45 ± 4 (c) | 12 ± 1 (b) |
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| HN | 35 ± 3 (b) | 277 ± 13 (a) | 23 ± 2 (ab) | 18 ± 4 (a) | 92 ± 4 (a) | 6 ± 1 (c) |
| LN | 19 ± 2 (c) | 224 ± 15 (b) | 8 ± 1 (c) | 1.9 ± 0.3 (c) | 39 ± 1 (c) | 21 ± 3 (a) |
| G | <0.05 | <0.05 | n.s. | n.s. | <0.05 | n.s |
| N | <0.001 | n.s | <0.001 | <0.001 | <0.001 | <0.05 |
| G*N | n.s | n.s | n.s | n.s | n.s | n.s |
Different parameters were determined to evaluate biomass changes associated with different N supplied. Fully expanded third leaves (from the top part of the plant) were used for individual leaf area measurements (LAi, cm2) and ratio of leaf area to dry mass (SLA, cm2/g) was also determined. Biomass of four different individuals (n = 4) are expressed as dry weight (DW). Different letters represent significant differences between genotypes (G; Faro, UdeC9 and BO78) and nitrogen supplementation (N; HN (high nitrogen) and LN (low nitrogen)) (P < 0.05) using two-way ANOVA. Shoot: root ratio was calculated for every single plant. The three last rows of the table show the significance levels (P) and interactions of the factors (G, N and G*N) for the parameters. n.s. = no significant.
Chlorophyll quantification in three genotypes of C. quinoa at different N supplies.
| Pigments | Faro | UdeC9 | BO78 | G | N | G*N | |||
|---|---|---|---|---|---|---|---|---|---|
| HN | LN | HN | LN | HN | LN | ||||
| Chl | 3.7 ± 0.9 (a) | 2.2 ± 0.5 (abc) | 3.3 ± 0.9 (ab) | 0.5 ± 0.1 (d) | 1.7 ± 0.3 (bc) | 1.0 ± 0.3 (c) | n.s | 0.005 | n.s |
| Chl | 0.98 ± 0.25 (a) | 0.54 ± 0.14 (abc) | 0.75 ± 0.21 (ab) | 0.08 ± 0.03 (d) | 0.41 ± 0.09 (bc) | 0.21 ± 0.08 (c) | 0.05 | 0.005 | n.s |
| Chl | 4.7 ± 1.2 (a) | 2.7 ± 0.6 (abc) | 4.0 ± 1.2 (ab) | 0.5 ± 0.2 (d) | 2.1 ± 0.4 (bc) | 1.2 ± 0.4 (c) | 0.05 | 0.005 | n.s |
| Chl | 3.8 ± 0.1 (e) | 4.0 ± 0.1 (ed) | 4.4 ± 0.1 (c) | 5.9 ± 0.1 (a) | 4.2 ± 0.1 (cd) | 4.9 ± 0.1 (b) | 0.05 | 0.005 | n.s |
Leaf samples of three individual plants (n = 3) were collected from each genotype at midday. Absolute quantities of chlorophylls (Chl) are expressed in µmol g−1 per FW. Analysis using a two way ANOVA followed by Tukey test was used to compare genotypes (G) and nitrogen treatments (N). Different letters represent significant differences between G (Faro, UdeC9 and BO78) and N (HN (high nitrogen) and LN (low nitrogen)). The three last rows of the table show the significance levels (P) and interactions of the factors (G, N and G*N) for the parameters. n.s. = no significant.
Figure 2A/Ci curves [net CO2 assimilation rate (A) versus CO2 concentration (Ci)] of three genotypes of Chenopodium quinoa growing under different N supplies. Fully expanded third leaves (from the top) were used for the photosynthetic measurements two weeks after flowering. A/Ci curves of (a) Faro, (b) UdeC9 and (c) BO78 are shown. Values are mean ± SE (n = 4). Significant differences between N supply within a genotype are indicated by asterisks at a P < 0.05 using one-way ANOVA.
Photosynthetic parameters determined in three lowland genotypes of C. quinoa subjected to HN and LN supplies.
| Faro | UdeC9 | BO78 | G | N | G*N | ||||
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| HN | LN | HN | LN | HN | LN | ||||
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| 22 ± 3 (a) | 20 ± 4 (ab) | 21 ± 2 (a) | 12 ± 1 (bc) | 16 ± 2 (b) | 8 ± 2 (c) | <0.05 | <0.01 | ns |
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| 0.2 ± 0.04 (ab) | 0.2 ± 0.05 (ab) | 0.3 ± 0.05 (a) | 0.16 ± 0.03 (b) | 0.2 ± 0.04 (ab) | 0.14 ± 0.04 (b) | <0.05 | ns | ns |
| WUE i | 200 ± 44 (a) | 172 ± 32 (a) | 143 ± 25 (a) | 183 ± 38 (a) | 200 ± 76 (a) | 129 ± 29 (a) | ns | ns | ns |
| A max | 41 ± 2 (a) | 36 ± 5 (a) | 40 ± 1 (a) | 25 ± 1 (b) | 34 ± 5 (ab) | 14 ± 2 (c) | <0.01 | <0.001 | ns |
| VCmax | 55 ± 3 (a) | 53 ± 6 (a) | 55 ± 2 (a) | 42 ± 1 (bc) | 49 ± 2 (ab) | 35 ± 2 (c) | <0.005 | <0.005 | ns |
| Jmax | 286 ± 20 (a) | 267 ± 44 (a) | 271 ± 23 (a) | 184 ± 7 (b) | 224 ± 11 (a) | 139 ± 11 (c) | <0.005 | <0.005 | ns |
| Jmax:VCmax | 5.2 ± 0.1 (a) | 5.0 ± 0.3 (ab) | 4.9 ± 0.3 (ab) | 4.4 ± 0.1 (ab) | 4.6 ± 0.2 (ab) | 4.2 ± 0.1 (b) | <0.01 | ns | ns |
| TPU | 20 ± 1 (a) | 19 ± 2 (a) | 19 ± 1 (a) | 15 ± 1 (b) | 17 ± 1 (ab) | 11 ± 1 (c) | <0.005 | <0.005 | ns |
| CCP | 69 ± 8 (b) | 85 ± 9 (ab) | 79 ± 5 (b) | 82 ± 3 (b) | 71 ± 4 (b) | 110 ± 18 (a) | ns | <0.05 | ns |
Net photosynthetic rate (Pn, μmol m−2 s−1), stomatal conductance (g. mol m−2 s−1), intrinsic water-use efficiency (WUEi) were obtained at 400 μmol CO2 m−2 s−1. Maximum photosynthesis rate (Amax), maximum rate of carboxylation (VCmax) (μmol CO2 m−2 s−1), maximum rate of electron transport (Jmax) (μmol e− m−2 s−1), use of trioses (TPU) (μmol Pi m−2 s−1) and CO2 Compensation point (CCP µmol mol−1) were estimated from the A/Ci curves obtained from the third fully expanded leaf using Photosyn Assistant software. Values are mean ± SE (n = 4). Different letters represent significant differences between genotypes (G; Faro, UdeC9 and BO78) and nitrogen supplementation (N; HN (high nitrogen) and LN (low nitrogen)) (P < 0.05) using two-way ANOVA. The three last rows of the table show the significance levels (P) and interactions of the factors (G, N and G*N) for the parameters. n.s. = no significant.
Figure 3Changes in protein, ammonium (), proline and betacyanin contents in response to LN supply in three Quinoa genotypes. Fully expanded third leaves (from the top) were measured. Different letters indicate significant differences among genotypes and treatments at a P < 0.05 using two-way ANOVA. Values are mean ± SE (n = 4).
Figure 4Changes in Nitrate reductase (NR) and Glutamine synthetase (GS) enzymatic activities in leaves of C. quinoa growing under different N supplies. Enzyme activities are expressed as mol of metabolite generated ( and γ-glutamyl hydroxamate for NR and GS respectively) per mg of protein per unit of time. Additional details are provided in the Methods section. Values are mean ± SE (n = 4). Different letters indicate significant differences among genotypes and treatments using a two-way ANOVA at a P < 0.05.
Figure 5Expression levels of NH4+ reassimilation-related genes in leaves of three C. quinoa genotypes growing under different N supplies. Expression levels of (a) Nitrate Reductase (CqNR), (b) Glutamine synthetase 2 (CqGS2), (c) Argininosuccinate synthase 1 (CqASS1), (d) AMT1 ammonium transporter (CqAMT1.1) were detected by quantitative PCR. Relative expression in Faro HN was used as reference. CqHK1 was used as housekeeping. Bars show Mean values ± SE (n = 3). Letters indicate significant differences at a P < 0.05 in gene expression levels among genotypes and treatments (P < 0.05) using two-way ANOVA.
Figure 6Seed-related parameters, nitrogen content and free amino acids pool in Quinoa subjected to different N supplies. (a) Number of seeds per m2, (b) seed N content (%), (c) weight of 1000 seeds and (d) total amino acid contents were determined in each genotype growing at two different N conditions. Bars show mean values ± SE (n = 4). Different letters represent significant differences among genotypes and treatments at P < 0.05 using two-way ANOVA. (d) Radar chart shows relative changes in free amino acids in three genotypes of Quinoa that were calculated as the ratio of LN content to HN content. Changes observed between genotypes were denoted by different colors: Faro (green), UdeC9 (blue) and BO78 (pink). Asterisks/crosses (symbols) indicate significant increase/decrease of the amino acid respectively, when comparing LN/HN treatments per genotype. The lack of symbol indicates non significant differences between N conditions by each genotype.
Correlation analysis of yield and different physiological traits under two different N supplies.
| LAi | SLA | Roots | Leaves | Shoot: root | Chl | Chl | Chl | |
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| HN | −0.3 | −0.22 | 0.38 | 0.49 | 0.43 | 0.36 | ||
| LN | −0.6 | 0.014 | −0.63 | |||||
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| HN | 0.33 | 0.64 | 0.38 | 0.65 | 0.44 | 0.52 | 0.16 | |
| LN | 0.15 | −0.33 | ||||||
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| HN | −0.64 | −0.51 | −0.56 | −0.63 | −0.38 | −0.32 | ||
| LN | −0.56 | −0.45 | −0.41 | |||||
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| LN | 0.31 | −0.4 | 0.21 | 0.45 |
The parameters analyzed under two different N supplies (HN (high nitrogen) and LN (low nitrogen)) included: individual leaf area [LAi], specific leaf area [SLA]), biomass dry weight (leaves, root, and shoot:root ratio), pigments (including chlorophyll a [Chl a], chlorophyll b [Chl b] and Chl a/b), photosynthetic parameters (including Pn [net photosynthesis], stomatal conductance [gs], intrinsic water use efficiency [WUEi]), maximum photosynthesis rate [A], maximum rate of carboxylation [VCmax], maximum rate of electron transport [Jmax], Jmax:VCmax ratio, use of trioses [TPU]) protein, and proline contents, enzyme activities (NR and GS), relative gene expression of CqAMT1.1 and yield and seed-related parameters (including harvest index [HI], seed weight, number of seed per area, N and protein contents and total free amino acids). Pearson correlation coefficient (PCC) was calculated; bold numbers denote significant correlation at a P < 0.05 and underlined numbers significant correlation at P < 0.001 (n = 12).