Insights into Selenium-Modulated Amino Acids and Carbohydrates as Osmolytes Linked to Photosynthetic Efficiency in Drought-Stressed Edamame
Abstract
1. Introduction
2. Results
2.1. Amino Acids
2.2. Soluble Sugars
2.3. Photosynthetic Traits, Pigments, and Water Status
3. Discussion
4. Materials and Methods
4.1. Plant Material, Experimental Setup, and Treatments
4.2. Photosynthesis Parameters
4.2.1. Chlorophyll a Fluorescence
4.2.2. Chlorophyll Content
4.3. Relative Water Content
4.4. Free Amino Acids Quantification
4.5. Soluble Carbohydrates Quantification
4.5.1. Total Soluble Sugars
4.5.2. Glucose, Trehalose, Raffinose, Fructose, and Sucrose
4.6. Statistical Analysis
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
List of Abbreviations
| Abbreviation | Definition |
| WHC | Water-holding capacity |
| C | Cultivar |
| Se | Selenium |
| SE | Standard error |
| FW | Fresh weight |
| PSI | Photosystem I |
| PSII | Photosystem II |
| QA | Quinone |
| PQ | Plastoquinone |
| LSD | Least significant difference |
| ANOVA | Analysis of variance |
| RWC | Relative water content |
| FAA | Free amino acid |
| TSS | Total soluble sugars |
| PRI | Photochemical reflectance index |
| NDVI | Normalized difference vegetative index |
| CCI | Chlorophyll content Index |
| SPAD | Structure intensive pigment index |
| Fv/Fm | Maximum photosystem II (PSII) quantum yield ratio of variable to maximum fluorescence |
| ABS/RC | Energy absorbed per reaction center |
| DIo/RC | Energy dissipated as heat per reaction center |
| TRo/RC | Trapped energy per reaction center |
| ETo/RC | The flux of electrons transferred from quinone (QA) to plastoquinone (PQ) per active PSII per reaction center |
| PIabs | Performance index absorbance |
| PItotal | Total performance index |
| Chl a | Chlorophyll a |
| Chl b | Chlorophyll b |
| Tot Chl | Total chlorophyll content |
| Asx | Arginine + Aspartate |
| Glx | Glutamate + Glutamine |
| Ala | Alanine |
| Arg | Arginine |
| Gly | Glycine |
| Pro | Proline |
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| Asx (pmol−1 ul−1 g−1) | Glx (pmol−1 ul−1 g−1) | |
|---|---|---|
| Flowering | ||
| UVE14 100% soil WHC − Se | 0.48 ab | 1.10 a |
| UVE14 100% soil WHC + Se | 0.95 cd | 1.61 cd |
| UVE17 100% soil WHC − Se | 0.77 bc | 1.22 a |
| UVE17 100% soil WHC + Se | 0.74 abc | 1.30 bcd |
| UVE14 30% soil WHC − Se | 1.14 d | 1.63 d |
| UVE14 30% soil WHC + Se | 0.86 cd | 1.23 abc |
| UVE17 30% soil WHC − Se | 0.45 a | 0.64 a |
| UVE17 30% soil WHC + Se | 0.87 cd | 1.14 bc |
| Pod-filling | ||
| UVE14 100% soil WHC − Se | 0.42 b | 0.35 b |
| UVE14 100% soil WHC + Se | 0.019 a | 0.02 a |
| UVE17 100% soil WHC − Se | 0.039 a | 0.04 a |
| UVE17 100% soil WHC + Se | 0.033 a | 0.05 a |
| UVE14 30% soil WHC − Se | 0.007 a | 0.15 a |
| UVE14 30% soil WHC + Se | 0.023 a | 0.04 a |
| UVE17 30% soil WHC − Se | 0.001 a | 0.02 a |
| UVE17 30% soil WHC + Se | 0.015 a | 0.04 a |
| Flowering | Pod-Filling | |||||
|---|---|---|---|---|---|---|
| Water Level | Arg (pmol−1 ul−1 g−1) | Ala (pmol−1 ul−1 g−1) | Pro (pmol−1 ul−1 g−1) | Arg (pmol−1 ul−1 g−1) | Ala (pmol−1 ul−1 g−1) | Pro (pmol−1 ul−1 g−1) |
| 100% soil WHC | 0.75 b | 0.46 b | 0.51 b | 0.002 a | 0.04 a | 0.04 a |
| 30% soil WHC | 0.44 a | 0.38 a | 0.29 a | 0.05 a | 0.005 a | 0.01 a |
| Treatment | CCI | NDVI | SPAD | Fv/Fm (a.u) | ABS/RC (a.u) | PIabs (a.u) | PItotal (a.u) | Chl a (mg/g FW) |
|---|---|---|---|---|---|---|---|---|
| Flowering | ||||||||
| UVE14 100% soil WHC − Se | 12.05 cd | 0.67 a | 28.74 c | 0.77 a | 2.09 e | 1.10 a | 0.82 a | 1.08 de |
| UVE14 100% soil WHC + Se | 13.93 e | 0.67 a | 31.09 e | 0.78 a | 1.80 d | 1.91 b | 1.50 b | 1.19 e |
| UVE17 100% soil WHC − Se | 13.61 d | 0.69 b | 30.05 d | 0.77 a | 1.87 d | 1.10 a | 0.87 a | 0.70 a |
| UVE17 100% soil WHC + Se | 12.23 cd | 0.67 a | 28.95 c | 0.79 ab | 1.62 c | 2.72 c | 1.52 b | 0.91 bc |
| UVE14 30% soil WHC − Se | 12.54 d | 0.67 a | 28.89 c | 0.81 bcd | 1.50 b | 1.98 b | 1.65 bc | 1.02 cd |
| UVE14 30% soil WHC + Se | 10.76 ab | 0.67 a | 27.17 b | 0.81 cd | 1.22 a | 3.22 d | 1.90 c | 1.02 cd |
| UVE17 30% soil WHC − Se | 10.05 a | 0.67 a | 25.82 a | 0.80 bc | 1.17 a | 3.86 e | 2.79 d | 0.89 b |
| UVE17 30% soil WHC + Se | 11.64 bc | 0.69 b | 28.82 c | 0.83 d | 1.11 a | 5.95 f | 4.44 e | 0.85 b |
| Pod-filling | ||||||||
| UVE14 100% soil WHC − Se | 12.05 bc | 0.673 bc | 28.74 c | 0.74 a | 2.06 d | 0.45 a | 1.37 ab | 0.74 c |
| UVE14 100% soil WHC + Se | 13.93 d | 0.67 ab | 31.09 e | 0.77 b | 1.61 c | 1.49 b | 1.59 b | 0.99 d |
| UVE17 100% soil WHC − Se | 13.61 d | 0.686 d | 30.05 d | 0.74 a | 2.02 d | 0.54 a | 1.07 a | 0.53 a |
| UVE17 100% soil WHC + Se | 12.23 c | 0.67 bc | 28.95 c | 0.77 b | 1.60 c | 1.73 b | 1.68 b | 0.66 b |
| UVE14 30% soil WHC − Se | 11.89 bc | 0.67 bc | 28.31 c | 0.77 b | 1.39 b | 2.56 c | 2.17 c | 1.11 e |
| UVE14 30% soil WHC + Se | 10.48 a | 0.66 a | 26.64 a | 0.78 b | 1.34 b | 3.12 d | 2.23 c | 1.25 f |
| UVE17 30% soil WHC − Se | 10.05 a | 0.68 c | 25.82 a | 0.81 c | 1.15 a | 5.66 f | 3.11 e | 1.14 e |
| UVE17 30% soil WHC + Se | 11.32 b | 0.69 e | 27.67 b | 0.81 c | 1.22 a | 3.66 e | 2.69 d | 1.08 e |
| Flowering | Pod-Filling | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Water | Selenium | PRI (a.u) | DIo/RC (a.u) | TRo/RC (a.u) | ETo/RC (a.u) | PRI (a.u) | DIo/RC (a.u) | TRo/RC (a.u) | ETo/RC (a.u) |
| 100% soil WHC | −Se | 0.0030 a | 0.60 d | 1.59 d | 0.39 a | 0.02 b | 0.45 d | 1.52 c | 0.55 c |
| 100% soil WHC | +Se | 0.0039 a | 0.37 c | 1.22 c | 0.49 bc | 0.02 b | 0.35 c | 1.24 b | 0.50 b |
| 30% soil WHC | −Se | 0.022 c | 0.30 b | 1.04 b | 0.47 b | 0.014 a | 0.24 b | 1.02 a | 0.44 a |
| 30% soil WHC | +Se | 0.016 b | 0.26 a | 0.98 a | 0.53 c | 0.017 a | 0.20 a | 1.03 a | 0.53 c |
| Flowering | Pod-Filling | ||||
|---|---|---|---|---|---|
| Cultivar | Selenium | Chl b (mg/g FW) | Tot Chl (mg/g FW) | Chl b (mg/g FW) | Tot Chl (mg/g FW) |
| UVE14 | −Se | 0.77 c | 1.17 a | 1.759 c | 1.632 b |
| UVE14 | +Se | 0.55 b | 1.29 b | 0.500 a | 1.759 b |
| UVE17 | −Se | 0.38 a | 1.30 b | 0.377 a | 1.300 a |
| UVE17 | +Se | 0.53 b | 1.68 b | 0.529 b | 1.677 b |
| TSS | Glucose | Sucrose | Fructose | Trehalose | Raffinose | FAA | Arg | Gly | Asx | Glx | Ala | Pro | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PRI | 0.28 | 0.16 | −0.54 | 0.63 | 0.29 | 0.26 | −0.82 * | −0.39 | −0.40 | −0.73 | −0.64 | −0.48 | −0.42 |
| NDVI | −0.36 | 0.00 | 0.51 | −0.75 | −0.38 | −0.21 | 0.89 ** | 0.45 | 0.45 | 0.21 | 0.35 | 0.50 | 0.44 |
| CCI | −0.90 ** | 0.34 | 0.83 * | −0.90 ** | −0.31 | 0.13 | 0.89 ** | 0.75 | 0.69 | 0.51 | 0.36 | 0.79 | 0.77 |
| SPAD | −0.83 * | 0.39 | 0.74 | −0.87 * | −0.39 | 0.18 | 0.96 ** | 0.66 | 0.59 | 0.59 | 0.40 | 0.72 | 0.68 |
| Fv/Fm | 0.77 | −0.70 | −0.55 | 0.57 | −0.03 | −0.26 | −0.64 | −0.11 | −0.01 | −0.58 | −0.47 | −0.14 | −0.12 |
| ABS/RC | −0.28 | −0.24 | 0.47 | −0.47 | −0.49 | 0.01 | 0.65 | 0.63 | 0.63 | 0.07 | 0.05 | 0.74 | 0.69 |
| DIo/RC | −0.36 | −0.02 | 0.47 | −0.60 | −0.55 | 0.05 | 0.86 * | 0.55 | 0.53 | −0.24 | −0.39 | 0.65 | 0.59 |
| TRo/RC | −0.31 | 0.14 | 0.14 | 0.12 | 0.45 | 0.09 | −0.50 | 0.08 | 0.05 | 0.44 | 0.40 | −0.01 | 0.07 |
| ETo/RC | −0.28 | 0.00 | 0.10 | −0.34 | −0.53 | 0.21 | 0.11 | 0.79 | 0.80 | 0.24 | 0.02 | 0.73 | 0.76 |
| PIabs | 0.62 | −0.06 | −0.72 | 0.91 ** | 0.37 | 0.16 | −0.93 ** | −0.70 | −0.68 | 0.39 | 0.19 | −0.73 | −0.69 |
| PItotal | 0.54 | 0.39 | −0.77 | 0.68 | 0.10 | 0.33 | −0.42 | −0.89 * | −0.91 ** | −0.46 | −0.39 | −0.89 * | −0.90 ** |
| RWC | −0.22 | 0.86 * | −0.23 | 0.15 | 0.05 | 0.59 | 0.02 | −0.47 | −0.57 | 0.40 | 0.14 | −0.47 | −0.47 |
| Chl a | 0.49 | −0.12 | −0.33 | 0.70 | 0.67 | −0.14 | −0.55 | −0.91 ** | −0.90 ** | 0.55 | 0.37 | −0.86 * | −0.86 * |
| Chl b | 0.16 | −0.11 | 0.01 | −0.27 | −0.49 | −0.09 | 0.62 | 0.06 | 0.08 | −0.61 | −0.69 | 0.15 | 0.07 |
| Tot Chl | −0.45 | −0.28 | 0.78 | −0.79 | −0.05 | −0.49 | 0.75 | 0.55 | 0.57 | −0.70 | −0.81 * | 0.59 | 0.55 |
| TSS | Glucose | Sucrose | Fructose | Trehalose | Raffinose | FAA | Arg | Gly | Asx | Glx | Ala | Pro | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PRI | −0.73 | 0.89 * | 0.29 | −0.77 | 0.10 | 0.14 | 0.61 | −0.43 | −0.24 | −0.67 | −0.54 | 0.15 | 0.13 |
| NDVI | 0.70 | −0.69 | −0.37 | 0.90 ** | −0.11 | 0.16 | −0.77 | 0.50 | 0.21 | 0.7 | 0.92 ** | −0.33 | −0.32 |
| CCI | −0.83 * | 0.61 | 0.17 | −0.15 | −0.35 | 0.70 | 0.64 | 0.31 | 0.28 | 0.68 | 0.95 ** | 0.54 | −0.11 |
| SPAD | −0.43 | −0.20 | 0.39 | −0.25 | −0.30 | −0.05 | 0.74 | 0.34 | 0.39 | 0.79 | 0.94 ** | 0.70 | 0.01 |
| Fv/Fm | 0.27 | −0.52 | −0.15 | 0.86 * | −0.13 | 0.47 | −0.51 | 0.83 * | 0.59 | 0.77 | 0.85 * | 0.11 | −0.25 |
| ABS/RC | −0.65 | 0.73 | 0.49 | −0.92 ** | 0.23 | −0.10 | 0.63 | −0.45 | −0.21 | −0.45 | −0.86 * | 0.16 | 0.15 |
| DIo/RC | −0.63 | 0.80 | 0.33 | −0.86 * | 0.14 | −0.06 | 0.62 | −0.55 | −0.32 | −0.93 ** | −0.94 ** | 0.10 | 0.17 |
| TRo/RC | −0.65 | 0.78 | 0.41 | −0.89 ** | 0.16 | −0.06 | 0.64 | −0.49 | −0.27 | −0.83 * | −0.95 ** | 0.13 | 0.13 |
| ETo/RC | 0.55 | −0.63 | −0.37 | 0.94 ** | −0.09 | 0.26 | −0.72 | 0.60 | 0.36 | 0.72 | 0.96 ** | −0.13 | −0.17 |
| PIabs | 0.57 | −0.75 | −0.46 | 0.87 * | −0.16 | 0.02 | −0.56 | 0.44 | 0.44 | 0.68 | 0.9 * | 0.02 | 0.06 |
| PItotal | 0.62 | −0.66 | −0.55 | 0.95 ** | −0.30 | 0.18 | −0.61 | 0.44 | 0.18 | 0.54 | 0.9 * | −0.17 | −0.18 |
| RWC | 0.01 | 0.48 | 0.19 | −0.23 | 0.65 | 0.08 | −0.49 | −0.15 | −0.73 | −0.93 ** | −0.48 | −0.01 | −0.01 |
| Chl a | 0.68 | −0.81 | −0.38 | 0.85 * | −0.10 | −0.03 | −0.66 | 0.44 | 0.26 | −0.31 | −0.65 | −0.13 | −0.07 |
| Chl b | 0.63 | −0.96 ** | −0.14 | 0.55 | −0.05 | −0.35 | −0.39 | 0.38 | 0.29 | 0.65 | 0.53 | 0.05 | 0.02 |
| Tot Chl | 0.76 | −0.82 * | −0.48 | 0.84 * | −0.22 | −0.08 | −0.62 | 0.33 | 0.11 | 0.49 | 0.71 | −0.22 | −0.13 |
| TSS | Glucose | Sucrose | Fructose | Trehalose | Raffinose | FAA | Arg | Gly | Asx | Glx | Ala | Pro | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PRI | 0.41 | 0.22 | −0.19 | −0.52 | 0.22 | 0.82 * | 0.16 | −0.46 | −0.49 | 0.34 | −0.06 | −0.36 | −0.47 |
| NDVI | 0.40 | −0.77 | 0.57 | 0.03 | −0.75 | −0.63 | −0.83 * | 0.48 | 0.57 | 0.51 | 0.77 | 0.70 | 0.77 |
| CCI | 0.87 * | −0.26 | −0.02 | −0.39 | −0.10 | 0.20 | −0.46 | 0.15 | 0.27 | 0.79 | 0.7 | 0.43 | 0.37 |
| SPAD | 0.91 ** | −0.47 | 0.25 | −0.66 | −0.31 | 0.31 | −0.61 | 0.04 | 0.07 | 0.8 * | 0.68 | 0.36 | 0.28 |
| Fv/Fm | −0.87 * | 0.39 | −0.23 | 0.64 | 0.31 | −0.43 | 0.52 | 0.08 | 0.05 | −0.81 * | −0.6 | −0.23 | −0.15 |
| ABS/RC | 0.10 | −0.55 | 0.70 | 0.10 | −0.83 * | 0.14 | −0.42 | 0.16 | 0.14 | 0.4 | 0.49 | 0.24 | 0.26 |
| DIo/RC | 0.90 ** | −0.58 | 0.29 | −0.39 | −0.47 | −0.06 | −0.76 | 0.23 | 0.35 | 0.89 ** | 0.87 ** | 0.58 | 0.55 |
| TRo/RC | 0.98 *** | −0.46 | 0.18 | −0.62 | −0.34 | 0.12 | −0.68 | −0.04 | 0.04 | 0.92 ** | 0.69 | 0.32 | 0.27 |
| ETo/RC | −0.83 * | 0.77 | −0.54 | 0.43 | 0.66 | 0.04 | 0.86 * | −0.34 | −0.39 | −0.82 * | −0.92 ** | −0.67 | −0.64 |
| PIabs | −0.75 | 0.39 | −0.31 | 0.41 | 0.52 | −0.29 | 0.52 | 0.21 | 0.14 | −0.89 ** | −0.56 | −0.08 | −0.05 |
| PItotal | −0.52 | 0.05 | 0.12 | 0.62 | −0.28 | −0.46 | 0.12 | −0.05 | 0.00 | −0.2 | −0.22 | −0.19 | −0.07 |
| RWC | 0.19 | 0.15 | −0.25 | −0.70 | 0.48 | 0.25 | 0.08 | −0.28 | −0.40 | −0.19 | −0.32 | −0.23 | −0.32 |
| Chl a | 0.35 | 0.12 | −0.45 | −0.26 | 0.28 | −0.76 | −0.22 | −0.39 | −0.26 | 0.22 | −0.19 | −0.22 | −0.16 |
| Chl b | 0.75 | −0.68 | 0.42 | −0.17 | −0.61 | −0.24 | −0.81 * | 0.41 | 0.53 | 0.81 * | 0.93 ** | 0.71 | 0.72 |
| Tot Chl | −0.20 | −0.21 | 0.21 | 0.75 | −0.26 | −0.28 | −0.09 | 0.82 * | 0.92 ** | −0.03 | 0.54 | 0.72 | 0.78 |
| TSS | Glucose | Sucrose | Fructose | Trehalose | Raffinose | FAA | Arg | Gly | Asx | Glx | Ala | Pro | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PRI | −0.29 | 0.03 | −0.09 | −0.31 | 0.45 | −0.09 | −0.41 | 0.75 | 0.89 * | 0.98 *** | 0.61 | 0.73 | 0.66 |
| NDVI | −0.38 | −0.85 * | 0.13 | 0.00 | 0.46 | 0.94 ** | 0.23 | −0.48 | −0.17 | −0.23 | 0.59 | −0.23 | −0.14 |
| CCI | 0.56 | −0.11 | 0.14 | 0.61 | −0.11 | 0.20 | 0.44 | −0.92 ** | −0.61 | −0.78 | −0.54 | −0.44 | −0.44 |
| SPAD | 0.37 | −0.04 | −0.15 | 0.57 | −0.34 | 0.05 | 0.60 | −0.69 | −0.72 | −0.93 ** | −0.68 | −0.50 | −0.43 |
| Fv/Fm | −0.73 | 0.27 | −0.52 | −0.31 | −0.54 | −0.17 | 0.25 | 0.65 | −0.03 | 0.02 | −0.09 | 0.06 | 0.19 |
| ABS/RC | 0.54 | 0.23 | −0.07 | 0.68 | −0.35 | −0.07 | 0.55 | −0.71 | −0.51 | −0.69 | −0.79 | −0.26 | −0.25 |
| DIo/RC | 0.94 ** | 0.14 | 0.30 | 0.38 | 0.10 | −0.40 | −0.19 | −0.45 | −0.19 | −0.27 | −0.43 | −0.19 | −0.32 |
| TRo/RC | 0.11 | −0.56 | 0.42 | 0.18 | 0.68 | 0.72 | −0.04 | −0.59 | 0.19 | 0.17 | 0.52 | 0.10 | 0.06 |
| ETo/RC | −0.30 | 0.07 | 0.02 | −0.33 | 0.42 | −0.03 | −0.44 | 0.65 | 0.86 * | 0.99 *** | 0.61 | 0.70 | 0.63 |
| PIabs | −0.36 | −0.16 | 0.14 | −0.52 | 0.51 | 0.07 | −0.58 | 0.62 | 0.73 | 0.89 ** | 0.79 | 0.48 | 0.42 |
| PItotal | −0.11 | 0.08 | 0.39 | −0.72 | 0.21 | −0.27 | −0.85 * | 0.57 | 0.40 | 0.66 | 0.53 | 0.11 | 0.02 |
| RWC | −0.41 | −0.11 | −0.14 | −0.32 | 0.51 | 0.04 | −0.35 | 0.75 | 0.88 * | 0.96 ** | 0.71 | 0.71 | 0.68 |
| Chl a | −0.49 | −0.32 | −0.09 | −0.27 | 0.65 | 0.32 | −0.26 | 0.56 | 0.86 * | 0.91 ** | 0.85 * | 0.69 | 0.67 |
| Chl b | 0.41 | −0.18 | 0.13 | 0.47 | −0.21 | 0.24 | 0.44 | −0.88 * | −0.76 | −0.9 ** | −0.5 | −0.61 | −0.57 |
| Tot Chl | 0.29 | −0.29 | 0.08 | 0.64 | 0.43 | 0.54 | 0.40 | −0.69 | 0.14 | −0.03 | 0.03 | 0.24 | 0.22 |
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Sekhurwane, M.; Mafa, M.; Kovács, Z.; Kaszás, L.; Kovács, B.; Tóth, B.; Moloi, M.J. Insights into Selenium-Modulated Amino Acids and Carbohydrates as Osmolytes Linked to Photosynthetic Efficiency in Drought-Stressed Edamame. Plants 2026, 15, 1943. https://doi.org/10.3390/plants15131943
Sekhurwane M, Mafa M, Kovács Z, Kaszás L, Kovács B, Tóth B, Moloi MJ. Insights into Selenium-Modulated Amino Acids and Carbohydrates as Osmolytes Linked to Photosynthetic Efficiency in Drought-Stressed Edamame. Plants. 2026; 15(13):1943. https://doi.org/10.3390/plants15131943
Chicago/Turabian StyleSekhurwane, Masego, Mpho Mafa, Zoltán Kovács, László Kaszás, Béla Kovács, Brigitta Tóth, and Makoena Joyce Moloi. 2026. "Insights into Selenium-Modulated Amino Acids and Carbohydrates as Osmolytes Linked to Photosynthetic Efficiency in Drought-Stressed Edamame" Plants 15, no. 13: 1943. https://doi.org/10.3390/plants15131943
APA StyleSekhurwane, M., Mafa, M., Kovács, Z., Kaszás, L., Kovács, B., Tóth, B., & Moloi, M. J. (2026). Insights into Selenium-Modulated Amino Acids and Carbohydrates as Osmolytes Linked to Photosynthetic Efficiency in Drought-Stressed Edamame. Plants, 15(13), 1943. https://doi.org/10.3390/plants15131943

