Optimized Nutrition as a Driver of Cultivar-Specific Metabolic Plasticity in Sweet Basil
Abstract
1. Introduction
2. Materials and Methods
2.1. Plant Material and Growing Conditions
2.1.1. Biological Material
2.1.2. Substrate, Sowing, Harvest, Sampling
2.1.3. Growing Conditions and Experimental Nutrition Variants
2.2. Total Ash, Fat and Protein Content
2.3. Antioxidant Activity and Total Polyphenol, Flavonoid and Phenolic Acid Content
2.3.1. Sample Preparation for Antioxidant Analysis
2.3.2. Chemicals for Antioxidant Analysis
2.3.3. DPPH—Free Radical Scavenging Activity
2.3.4. Total Polyphenols, Flavonoids, and Phenolic Acid Content
2.4. HPLC Analyses
2.4.1. Sample Preparation for HPLC Analyses
2.4.2. Chemicals for HPLC
2.4.3. Determination of Selected Phenolic Acids and Flavonoids by HPLC
2.4.4. Determination of Chlorogenic Acids by HPLC
2.4.5. Determination of Catechins by HPLC
2.5. ICP-OES Analyses
2.5.1. Sample Preparation for Elemental Composition Analyses
2.5.2. Chemicals for ICP-OES
2.5.3. Determination of Selected Elements by ICP-OES
2.6. Gene Expression
2.7. Statistical Analyses
3. Results
3.1. Total Ash, Fat and Crude Protein Content
3.2. Antioxidant Activity and Total Polyphenol, Flavonoid and Phenolic Acid Content
3.3. HPLC Analysis
3.4. ICP-OES
3.5. Genetic Analyses
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Fertilizer | ||||||
|---|---|---|---|---|---|---|
| Variant No. | Variant 1 (Control) | Variant 2 | Variant 3 | Variant 4 | Variant 5 | Variant 6 |
| Product name | Distilled water | Plagron Hydro A + B | Plagron Alga Grow | Advanced Nutrients pH Perfect | Canna Aqua Vega | Jungle in da box Urban A-B-Micro |
| Type | no fertilizer | mineral | organic | mineral | mineral | organo-mineral |
| Composition | ||||||
| Components with elemental content in percentage | - | Component A (NPK 3:0:1) | Component (NPK 4:2:4) | Component Grow (NPK 1:0:4) | Component A (NPK 5:0:3) | Component A (NPK 2:1:6) |
| N: 3.2%, K: 1.3%, Ca: 5.9%, Mg: 0.4% | N: 4.2%, P: 2%, K: 4.3% amino acids organic compounds | N: 1%, K: 4%, Mg: 0.45%, S: 1.2% | N: 4.5%, K: 2.5%, Ca: 2.1%, Mg: 1.3%, Mn: 0.04%, Fe: 0.037% | N: 2%, P: 1%, K: 6%, Mg: 0.5%, S: 1% | ||
| Component B (NPK 1:3:6) | Component Bloom (NPK 1:3:4) | Component B (NPK 0:3:4) | Component B (NPK 0:5:4) | |||
| P: 3.2%, K: 5.7%, Mg: 1.4%, S: 2.8%, Cu: 0.004%, Mn: 0.03%, Zn: 0.01%, Fe: 0.04% | N: 1%, P: 3%, K: 4%, S: 0.5% | N: 0.2%, P: 2.6%, K: 4.2%, Mg: 0.1%, S: 1.1%, B: 0.009%, Cu: 0.002%, Mn: 0.018%, Mo: 0.003% | P: 5%, K: 4%, Mg: 1.5%, S: 1% | |||
| Component Micro (NPK 2:0:0) | Component Micro (NPK 5:0:1) | |||||
| N: 2%, Ca: 3.4%, Mg: 0.25%, B: 0.02%, Mn: 0.05%, Fe: 0.05% | N: 5%, K: 1%, Ca: 5%, B: 0.015%, Cu: 0.01%, Mn: 0.03%, Zn: 0.02%, Fe: 0.1%, Mo: 0.003% | |||||
| Solution preparation (per 10 L of distilled water) | ||||||
| Initial | A: 7 mL B: 7 mL | Component: 10 mL | Grow: 20 mL Micro: 20 mL Bloom: 20 mL | A: 5 mL B: 5 mL | A: 180 mL B: 60 mL Micro: 120 mL | |
| Full nutrient | A: 25 mL B: 25 mL | Component: 40 mL | Grow: 40 mL Micro: 40 mL Bloom: 40 mL | A: 20 mL B: 20 mL | A: 240 mL B: 80 mL Micro: 160 mL | |
| Gene Name | NCBI Accession | Primer Forward (5′-3′) | Primer Reverse (5′-3′) | Product Size (bp) | Ta (°C) | Reference |
|---|---|---|---|---|---|---|
| GAPDH | HM196352.1 | AACATTATCCCCAGCAGCAC | TAGGAACTCGGAATGCCATC | 172 | 63 | [34] |
| PAL | AB436791.1 | CAGGCGACCTGGTCCCACTAT | ACGCCCGCTAGAGTGAGTGC | 121 | 65 | |
| C4H | HM990150 | AGATCTTGGTGAACGCCTGG | TGCCGAGAATAGGCAAAGCA | 192 | 65 | [35] |
| 4CL | KC576841 | GGCGACATAGGGTTTGTGGA | ACTTCACCAGCAGCCTCATC | 179 | 63 | |
| CAD | AY879285 | GCTCTCGATCACTTAGGGGC | AGAGAGGTAGGGCTCCAAGG | 132 | 63 | |
| CVOMT | AB530137 | CACATGTTGTGGCTGGGTTG | CCTCCTCATCGTCCCAATCG | 129 | 64 | |
| OscWRKY 1 | MN393294 | ACACTCGTGCAACCAGTCAA | TGACGTCTCCTTCCTGTCCA | 136 | 65 | [36] |
| Cultivar | Variant | Fat Content ± SD (%) | Crude Protein Content ± SD (%) | Ash Content ± SD (%) |
|---|---|---|---|---|
| control | variant 1 | 3.00 ± 0.14 g | 26.12 ± 0.69 e | 5.54 ± 1.11 f |
| Lettuce Leaf | variant 2 | 6.75 ± 0.36 a | 38.27 ± 1.05 a | 10.63 ± 1.17 d,e |
| variant 4 | 5.45 ± 0.35 bc | 32.01 ± 0.3 c,d | 12.61 ± 0.15 c,d | |
| variant 5 | 4.40 ± 0.14 d,e | 31.49 ± 0.92 d | 13.86 ± 1.23 b,c | |
| variant 6 | 5.25 ± 0.07 b,c | 34.06 ± 1.58 b,c | 14.31 ± 0.26 a,b | |
| Purple Opal | variant 2 | 6.15 ± 0.92 a,b | 32.34 ± 1.43 c,d | 10.39 ± 1.32 d,e |
| variant 4 | 4.93 ± 0.2 c,d | 36.31 ± 1.56 a,b | 12.49 ± 0.59 c,d | |
| variant 5 | 3.80 ± 0.42 f | 31.84 ± 1.94 c,d | 12.75 ± 0.37 c,d | |
| variant 6 | 3.95 ± 0.07 e,f | 25.39 ± 1.77 e | 14.74 ± 0.37 a |
| Cultivar | Variant | Antioxidant Activity ± SD | Total Content of DW ± SD | ||
|---|---|---|---|---|---|
| DPPH mg TEAC·g−1 | Total Polyphenol mg GAE·g−1 | Total Flavonoid mg QE·g−1 | Total Phenolic Acid mg CAE·g−1 | ||
| Control | variant 1 | 27.23 ± 0.76 b | 177.56 ± 6.59 a | 41.83 ± 3.91 g | 23.07 ± 0.17 b |
| Lettuce Leaf | variant 2 | 4.63 ± 0.11 g | 95.33 ± 9.74 f | 63.45 ± 1.34 c | 19.66 ± 2.44 c |
| variant 4 | 21.28 ± 0.31 c | 170.89 ± 2.83 a | 67.73 ± 1.21 b | 18.83 ± 1.49 c | |
| variant 5 | 33.42 ± 0.16 a | 130.89 ± 3.46 d | 56.97 ± 0.54 e | 21.54 ± 0.55 b | |
| variant 6 | 22.76 ± 0.15 c | 104.22 ± 3.45 e | 52.88 ± 0.67 f | 30.91 ± 0.28 a | |
| Purple Opal | variant 2 | 2.43 ± 0.07 h | 166.44 ± 9.17 b | 70.78 ± 0.13 a | 12.70 ± 0.06 d |
| variant 4 | 14.18 ± 0.32 e | 88.67 ± 5.97 f | 51.54 ± 0.4 f | 10.08 ± 0.33 e | |
| variant 5 | 19.15 ± 0.78 d | 144.22 ± 2.83 c | 63.07 ± 0.54 c | 21.57 ± 0.84 b | |
| variant 6 | 6.43 ± 0.51 f | 73.11 ± 2.28 g | 71.13 ± 1.48 a | 12.71 ± 0.39 d | |
| Protein Content | Ash Content | DPPH | TPC | TFC | TPAC | |
|---|---|---|---|---|---|---|
| Protein content | 1 | 0.020 | −0.166 | −0.085 | 0.114 | −0.047 |
| Ash content | 1 | −0.141 | −0.306 | 0.298 | −0.165 | |
| DPPH | 1 | 0.510 | −0.509 | 0.638 | ||
| TPC | 1 | −0.006 | 0.334 | |||
| TFC | 1 | −0.388 | ||||
| TPAC | 1 |
| Cultivar | Variant | Concentration ± SD (µg·g−1 DW) | ||
|---|---|---|---|---|
| Gallic Acid | Gallocatechin | Cryptochlorogenic Acid | ||
| Lettuce Leaf | variant 2 | 56.76 ± 3.63 a | 79.69 ± 2.72 a,c | 3.53 ± 1.2 a |
| variant 3 | 95.17 ± 3.14 b | 136.78 ± 6.68 b | 9.96 ± 1.23 b | |
| variant 4 | 104.21 ± 8.94 b | 76.41 ± 0.6 a | 2.39 ± 0.02 a | |
| variant 5 | 71.09 ± 1.92 c | 82.53 ± 3.41 c | 2.27 ± 0.04 a | |
| variant 6 | 76.79 ± 3.16 c | 54.68 ± 1.3 d | 1.54 ± 1.19 a | |
| Cultivar | Variant | Concentration ± SD (µg·g−1 DW) | |||
|---|---|---|---|---|---|
| Gallic Acid | Gallocatechin | Protocatechuic Acid | Rutin | ||
| Purple Opal | variant 2 | 81.35 ± 2.18 a | 11.79 ± 2.27 a | 2.34 ± 0.01 a | 7.01 ± 0.04 a |
| variant 4 | 79.6 ± 2.54 a | 31.06 ± 2.86 b | 2.27 ± 0.11 a | 10.19 ± 0.81 b | |
| variant 5 | 86.00 ± 3.76 b | 18.84 ± 2.09 c | ND | ND | |
| variant 6 | 75.01 ± 0.7 c | 21.87 ± 4.45 c | 2.33 ± 0.02 a | 4.66 ± 0.04 c | |
| Cultivar | Variant | Concentration ± SD (mg·kg−1 DW) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Co | Al | Ba | Cr | Cu | Fe | Li | Mn | Ni | Zn | ||
| Lettuce Leaf | variant 2 | 0.17 ± 0.04 a,b | 13.25 ± 0.35 a | 1.19 ± 0.00 a | 0.89 ± 0.01 a | 21.94 ± 0.07 a | 62.34 ± 0.21 a | 0.23 ± 0.00 a | 74.40 ± 0.20 a | 0.72 ± 0.07 a,c | 46.88 ± 0.55 a |
| variant 3 | 0.20 ± 0.02 a,b | 27.50 ± 0.15 b | 1.20 ± 0.00 a | 0.29 ± 0.02 b | 16.84 ± 0.03 b | 53.51 ± 0.27 b | 1.10 ± 0.01 b | 52.96 ± 0.12 b | 0.56 ± 0.05 a,b | 43.95 ± 0.35 b | |
| variant 4 | 0.19 ± 0.06 a,b | 20.63 ± 0.57 c | 1.96 ± 0.01 b | 0.75 ± 0.07 c | 26.23 ± 0.07 c | 101.72 ± 0.24 c | 0.86 ± 0.00 c | 173.61 ± 0.36 c | 0.40 ± 0.10 b | 79.61 ± 1.00 c | |
| variant 5 | 0.24 ± 0.01 a | 63.75 ± 0.75 d | 2.61 ± 0.01 c | 0.54 ± 0.02 d | 20.34 ± 0.10 d | 76.09 ± 0.30 d | 0.60 ± 0.01 d | 148.06 ± 0.29 d | 0.80 ± 0.07 c | 92.45 ± 0.40 d | |
| variant 6 | 0.10 ± 0.05 b | 22.84 ± 0.39 e | 0.98 ± 0.00 d | 0.43 ± 0.04 e | 26.54 ± 0.05 e | 74.19 ± 0.10 e | 0.25 ± 0.00 e | 106.82 ± 0.27 e | 0.45 ± 0.05 b | 56.27 ± 0.60 e | |
| Cultivar | Variant | Concentration ± SD (mg·kg−1 DW) | |||
|---|---|---|---|---|---|
| Ca | Na | K | Mg | ||
| Lettuce Leaf | variant 2 | 14,031 ± 24.74 a | 301.12 ± 0.51 a | 28,044 ± 282.74 a | 413.18 ± 0.78 a |
| variant 3 | 3457 ± 17.56 b | 4850 ± 17.87 b | 24,494 ± 52.34 b | 134.12 ± 0.21 b | |
| variant 4 | 13,750 ± 33.27 c | 436.76 ± 1.10 c | 43,071 ± 130.37 c | 280.07 ± 0.72 c | |
| variant 5 | 10,025 ± 30.51 d | 1671 ± 6.31 d | 29,929 ± 60.08 d | 431.01 ± 1.53 d | |
| variant 6 | 14,625 ± 47.18 e | 496 ± 1.47 e | 30,337 ± 19.21 e | 386.91 ± 0.30 e | |
| Cultivar | Variant | Concentration ± SD (mg·kg−1 DW) | ||
|---|---|---|---|---|
| Cd | Pb | As | ||
| Lettuce Leaf | variant 2 | 0.03 ± 0.02 a | 0.86 ± 0.16 a | 0.79 ± 0.32 a |
| variant 3 | 0.02 ± 0.01 a | 0.59 ± 0.03 a | 0.48 ± 0.18 a,b | |
| variant 4 | 0.04 ± 0.02 a | 1.24 ± 0.43 a | 0.22 ± 0.01 b | |
| variant 5 | 0.02 ± 0.02 a | 0.58 ± 0.21 a | 0.82 ± 0.17 a | |
| variant 6 | 0.02 ± 0.01 a | 0.87 ± 0.10 a | 0.60 ± 0.08 a,b | |
| Cultivar | Variant | Concentration ± SD (mg·kg−1 DW) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Co | Al | Ba | Cr | Cu | Fe | Li | Mn | Ni | Zn | ||
| Purple Opal | variant 2 | 0.10 ± 0.02 a | 32.66 ± 0.32 a,b | 1.05 ± 0.00 a | 1.12 ± 0.02 a | 36.25 ± 0.15 a | 91.33 ± 0.07 a | 0.15 ± 0.00 a | 113.68 ± 0.29 a | 0.85 ± 0.12 a | 123.21 ± 0.23 a |
| variant 4 | 0.11 ± 0.03 a | 33.69 ± 0.56 a | 0.69 ± 0.01 b | 0.41 ± 0.01 b | 48.64 ± 0.04 b | 82.98 ± 0.27 b | 0.73 ± 0.00 b | 215.62 ± 1.38 b | 0.55 ± 0.16 b | 160.18 ± 1.04 b | |
| variant 5 | 0.24 ± 0.05 b | 31.92 ± 0.71 b | 0.83 ± 0.00 c | 0.36 ± 0.02 c | 39.62 ± 0.07 c | 80.66 ± 0.20 c | 0.28 ± 0.00 c | 111.30 ± 0.19 c | 0.67 ± 0.03 a,b | 125.63 ± 0.75 c | |
| variant 6 | 0.08 ± 0.02 a | 28.41 ± 0.68 c | 0.78 ± 0.00 d | 0.31 ± 0.01 d | 35.78 ± 0.02 d | 77.35 ± 0.20 d | 0.13 ± 0.00 d | 100.18 ± 0.31 d | 0.50 ± 0.06 b | 106.62 ± 0.26 d | |
| Cultivar | Variant | Concentration ± SD (mg·kg−1 DW) | |||
|---|---|---|---|---|---|
| Ca | Na | K | Mg | ||
| Purple Opal | variant 2 | 11,316 ± 62.11 a | 384.5 ± 1.30 a | 30,949 ± 4.00 a | 238.0 ± 0.17 a |
| variant 4 | 8545 ± 51.01 b | 543.3 ± 0.82 b | 28,286 ± 37.14 b | 188.3 ± 0.33 b | |
| variant 5 | 6477 ± 13.21 c | 213.4 ± 0.88 c | 28,763 ± 4.70 c | 272.1 ± 0.36 c | |
| variant 6 | 8912 ± 18.15 d | 291.3 ± 2.10 d | 30,262 ± 20.00 d | 239.2 ± 0.69 d | |
| Cultivar | Variant | Concentration ± SD (mg·kg−1 DW) | ||
|---|---|---|---|---|
| Cd | Pb | As | ||
| Purple Opal | variant 2 | 0.03 ± 0.01 a | 0.92 ± 0.13 a | 0.35 ± 0.01 a |
| variant 4 | 0.03 ± 0.01 a | 1.25 ± 0.20 a | 0.46 ± 0.10 a | |
| variant 5 | 0.02 ± 0.01 a | 1.01 ± 0.13 a | 0.87 ± 0.11 b | |
| variant 6 | 0.02 ± 0.01 a | 0.92 ± 0.03 a | 0.90 ± 0.08 b | |
| Parameter | Ca–Mg | Na–K | Fe–Mn | Cu–Zn | As–Pb | Ni–Pb | Ca–Pb | Fe–Cu | Fe–Zn |
|---|---|---|---|---|---|---|---|---|---|
| r | 0.65 * | −0.40 | 0.08 | 0.84 * | 0.36 | −0.28 | 0.24 | 0.40 | 0.10 |
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Farkasová, S.; Urbanová, L.; Lakatošová, J.; Jančo, I.; Ivanišová, E.; Mezeyová, I.; Šlosár, M. Optimized Nutrition as a Driver of Cultivar-Specific Metabolic Plasticity in Sweet Basil. Agriculture 2026, 16, 1387. https://doi.org/10.3390/agriculture16131387
Farkasová S, Urbanová L, Lakatošová J, Jančo I, Ivanišová E, Mezeyová I, Šlosár M. Optimized Nutrition as a Driver of Cultivar-Specific Metabolic Plasticity in Sweet Basil. Agriculture. 2026; 16(13):1387. https://doi.org/10.3390/agriculture16131387
Chicago/Turabian StyleFarkasová, Silvia, Lucia Urbanová, Jana Lakatošová, Ivona Jančo, Eva Ivanišová, Ivana Mezeyová, and Miroslav Šlosár. 2026. "Optimized Nutrition as a Driver of Cultivar-Specific Metabolic Plasticity in Sweet Basil" Agriculture 16, no. 13: 1387. https://doi.org/10.3390/agriculture16131387
APA StyleFarkasová, S., Urbanová, L., Lakatošová, J., Jančo, I., Ivanišová, E., Mezeyová, I., & Šlosár, M. (2026). Optimized Nutrition as a Driver of Cultivar-Specific Metabolic Plasticity in Sweet Basil. Agriculture, 16(13), 1387. https://doi.org/10.3390/agriculture16131387

