Seed Nanopriming with Spirulina-Derived Carbon Dots Enhances Rice (Oryza sativa L.) Germination, Crop Establishment, and Seedling Metabolic Performance
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Synthesis of Spirulina CDs Nanoparticles
2.3. Morphological Characterization, Chemical Composition, and Size Distribution of the Spirulina CDs
2.4. Near-InfraRed (NIR) Spectroscopy
2.5. Germination Experiment (In Vitro Studies)
2.6. Morphophysiological Parameters
2.7. Biochemical Analyses
2.7.1. Total Phenolic Content (TPC)
2.7.2. Total Flavonoid Content (TFC)
2.7.3. Antioxidant Capacity (AC)
2.7.4. Total Carotenoids (TCN)
2.7.5. Total Soluble Sugars (TSS) and Total Starch (TS)
2.7.6. Total Carbohydrates (TC)
2.7.7. Total Protein (TP)
2.7.8. Total Amino Acid (TAA)
2.8. Differential Proteomic Analysis
2.8.1. Protein Extraction and Digestion
2.8.2. Mass Spectrometry Analysis
2.8.3. Proteomic Data Analysis
2.9. Statistical Analysis
3. Results and Discussion
3.1. Characterization, Morphology, and Chemical Composition of Spirulina-Derived CDs
3.2. Near-InfraRed (NIR) Spectra of Rice Seeds
3.3. Morphophysiological Changes in Rice Seedlings Induced by Spirulina-Derived CDs
3.4. Effects of CDs on the Metabolism and Establishment of Seedlings
3.5. Effects of Spirulina-Derived CDs on the Protein Abundance in Rice Seedlings
| Spirulina × Control Conditions—Proteins Unique or More Abundant in Spirulina-Nanoprimed Seedlings | |||||
| Functional Categories | Description | Uniprot | Reported Peptides | t-Test | Log2 Fold Change |
| Protein synthesis and translation machinery | Elongation factor 1 beta 2 | Q40682 | 6 | 0.0036 | 1.2814 |
| Elongation factor 2 | Q5JKU5 | 17 | 0.0147 | 0.8080 | |
| DEAD-box ATP-dependent RNA helicase 37 | Q75HJ0 | 8 | 0.0126 | 0.6206 | |
| 40S ribosomal protein S3-1 | Q6YTY2 | 14 | - | - | |
| Energy metabolism and glycolysis/TCA cycle | Fructose-bisphosphate aldolase | Q6YPF1 | 6 | 0.0001 | 0.7853 |
| Methylthioribose kinase 1 | Q7XR61 | 8 | 0.0403 | 1.0434 | |
| Malate dehydrogenase | Q5QLS8 | 6 | - | - | |
| Nutrient mobilization and metal homeostasis | Nicotianamine synthase 2 | Q0DSH9 | 13 | 0.0019 | 1.6612 |
| Nicotianamine synthase 2 | Q10MI9 | 10 | 0.0010 | 1.9189 | |
| Protein quality control, folding, and degradation | 26S proteasome regulatory particle triple-A ATPase subunit4 | Q9FXT8 | 11 | 0.0012 | 1.9337 |
| Heat shock 70 kDa protein BIP5 | Q6Z058 | 7 | 0.0390 | 1.4311 | |
| Transport and cellular homeostasis | Pyrophosphate-energized vacuolar membrane proton pump | Q8H616 | 5 | 0.0004 | 1.2782 |
| Spirulina × Control conditions—Proteins unique or more abundant in control seedlings | |||||
| Functional categories | Description | Uniprot | Reported peptides | t-Test | Log2 Fold Change |
| Amino acid metabolism | Cysteine synthase | Q7XS58 | 6 | 0.0047 | −0.7234 |
| Glutamate decarboxylase | Q6YSB2 | 4 | - | - | |
| S-methyl-5-thioribose kinase | A0A0P0WG91 | 5 | - | - | |
| Phenylalanine ammonia-lyase | Q7X8V3 | 6 | - | - | |
| Defense and stress response | Pathogenesis-related protein | Q75T45 | 9 | 0.0094 | −1.2663 |
| L-ascorbate peroxidase 1 | Q10N21 | 10 | 0.0105 | −1.0470 | |
| Allene oxide cyclase | Q75KD7 | 6 | 0.0484 | −0.7051 | |
| Peroxidase | Q7XSU2 | 5 | 0.0052 | −1.8970 | |
| Heat shock 70 kDa protein, mitochondrial | Q10SR3 | 10 | - | - | |
| Hypersensitive-induced response protein-like protein 2 | Q6K550 | 3 | - | - | |
| Probable aldo-keto reductase 3 | Q7XQ45 | 2 | - | - | |
| Putative 12-oxophytodienoate reductase 6 | Q69TI2 | 3 | - | - | |
| Carbohydrate and energy metabolism | Malate dehydrogenase | Q0J5H3 | 7 | 0.0323 | −1.2859 |
| Alpha-amylase | A0A0P0VPT7 | 14 | - | - | |
| Isocitrate dehydrogenase [NADP] | Q0JBV4 | 4 | - | - | |
| Soluble inorganic pyrophosphatase | Q0DYB1 | 4 | - | - | |
| Adenosine kinase | Q0JBQ0 | 2 | - | - | |
| V-PPases | Pyrophosphate-energized vacuolar membrane proton pump 1 | Q0JN26 | 4 | 0.0107 | −1.3571 |
| Pyrophosphate-energized vacuolar membrane proton pump-like | A0A0P0VQV1 | 5 | - | - | |
| Cellular organization and protein turnover | 26S proteasome regulatory subunit S10B homolog B | Q69Q32 | 9 | - | - |
| Coatomer subunit alpha-2 | Q9AUR7 | 21 | - | - | |
| 40S ribosomal protein S4 | Q0DIR7 | 4 | - | - | |
| Unknown | Os06g0549900 protein | Q0DBM6 | 5 | 0.0219 | −1.2859 |
3.5.1. Proteins Stimulated by Nanopriming with Spirulina-Derived CDs
3.5.2. Proteins Inhibited by Nanopriming with Spirulina-Derived CDs
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variable | Control | Spi 0.2 mg mL−1 | Spi 0.4 mg mL−1 | Arb 0.2 mg mL−1 | Arb 0.4 mg mL−1 |
|---|---|---|---|---|---|
| Seed germination (%) | 91.40 ± 0.81 ab | 94.40 ± 1.03 a | 95.00 ± 0.84 a | 90.00 ± 1.26 b | 93.80 ± 1.02 ab |
| Seed germination rate | 8.60 ± 0.32 bc | 10.79 ± 0.04 a | 9.41 ± 0.13 ab | 8.45 ± 0.15 bc | 7.11 ± 0.08 c |
| Germination speed index | 31.54 ± 0.71 c | 36.90 ± 0.22 a | 34.08 ± 0.47 b | 31.50 ± 0.46 c | 29.10 ± 0.24 d |
| Vigor index I | 877 ± 5.66 b | 1073 ± 27.90 a | 729 ± 39.62 c | 678 ± 14.88 c | 724 ± 11.71 c |
| Vigor index II | 34.47 ± 1.36 ab | 36.22 ± 0.35 a | 33.68 ± 1.00 abc | 29.45 ± 1.30 c | 32.18 ± 0.94 bc |
| Seedling fresh weight (mg) | 377.00 ± 13.91 a | 384.00 ± 7.34 a | 354.60 ± 11.25 ab | 327.00 ± 11.81 b | 343.00 ± 8.28 ab |
| Seedling dry weight (mg) | 94.40 ± 2.40 a | 98.20 ± 2.31 a | 100.80 ± 2.18 a | 100.60 ± 3.85 a | 98.60 ± 1.60 a |
| Seedling length (cm) | 9.60 ± 0.29 b | 11.37 ± 0.62 a | 7.68 ± 0.95 c | 7.53 ± 0.25 c | 7.73 ± 0.41 c |
| Shoot length (cm) | 5.33 ± 0.08 a | 5.54 ± 0.18 a | 5.20 ± 0.13 a | 5.53 ± 0.15 a | 5.27 ± 0.14 a |
| Root length (cm) | 4.27 ± 0.22 b | 5.84 ± 0.27 a | 2.48 ± 0.19 c | 2.00 ± 0.15 c | 2.46 ± 0.16 c |
| Variable | Control | Spi 0.2 mg mL−1 | Arb 0.2 mg mL−1 |
|---|---|---|---|
| Total phenolics content (mg GAE g−1 DW) | 4.09 ± 0.02 b | 4.93 ± 0.01 a | 4.46 ± 0.22 ab |
| Total flavonoids content (mg QE g−1 DW) | 0.57 ± 0.02 a | 0.53 ± 0.02 a | 0.65 ± 0.05 a |
| Total carotenoids content (mg g−1 DW) | 7.44 ± 0.59 a | 6.83 ± 0.07 a | 6.39 ± 0.03 a |
| Antioxidant capacity—DPPH (%) | 66.45 ± 5.01 a | 47.58 ± 1.07 a | 47.16 ± 1.75 a |
| Total soluble sugars content (mg GluE g−1 DW) | 327.63 ± 0.82 a | 322.13 ± 5.84 a | 321.37 ± 6.26 a |
| Total starch content (mg GluE g−1 DW) | 256.40 ± 1.16 b | 317.88 ± 10.90 a | 284.86 ± 9.96 b |
| Total carbohydrates content (mg GalE g−1 DW) | 502.15 ± 10.58 b | 544.14 ± 15.84 a | 509.62 ± 6.72 ab |
| Total proteins content (mg BSAE g−1 DW) | 1.86 ± 0.03 ab | 1.88 ± 0.02 b | 2.04 ± 0.07 a |
| Total amino acids content (µg PE g−1 DW) | 132.6 ± 6.09 a | 136.9 ± 0.74 a | 89.7 ± 2.31 b |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
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Minello, L.V.P.; Aguzzoli, C.; Nunes, A.; Oliveira, E.R.; Maraschin, M.; da Paschoa, R.P.; Silveira, V.; Sperotto, R.A. Seed Nanopriming with Spirulina-Derived Carbon Dots Enhances Rice (Oryza sativa L.) Germination, Crop Establishment, and Seedling Metabolic Performance. Plants 2026, 15, 770. https://doi.org/10.3390/plants15050770
Minello LVP, Aguzzoli C, Nunes A, Oliveira ER, Maraschin M, da Paschoa RP, Silveira V, Sperotto RA. Seed Nanopriming with Spirulina-Derived Carbon Dots Enhances Rice (Oryza sativa L.) Germination, Crop Establishment, and Seedling Metabolic Performance. Plants. 2026; 15(5):770. https://doi.org/10.3390/plants15050770
Chicago/Turabian StyleMinello, Luana Vanessa Peretti, Cesar Aguzzoli, Aline Nunes, Eva Regina Oliveira, Marcelo Maraschin, Roberta Pena da Paschoa, Vanildo Silveira, and Raul Antonio Sperotto. 2026. "Seed Nanopriming with Spirulina-Derived Carbon Dots Enhances Rice (Oryza sativa L.) Germination, Crop Establishment, and Seedling Metabolic Performance" Plants 15, no. 5: 770. https://doi.org/10.3390/plants15050770
APA StyleMinello, L. V. P., Aguzzoli, C., Nunes, A., Oliveira, E. R., Maraschin, M., da Paschoa, R. P., Silveira, V., & Sperotto, R. A. (2026). Seed Nanopriming with Spirulina-Derived Carbon Dots Enhances Rice (Oryza sativa L.) Germination, Crop Establishment, and Seedling Metabolic Performance. Plants, 15(5), 770. https://doi.org/10.3390/plants15050770

