| Literature DB >> 30621323 |
Youssef Rouphael1, Marios C Kyriacou2, Petronia Carillo3, Fabiana Pizzolongo4, Raffaele Romano5, Maria Isabella Sifola6.
Abstract
Consumer demand for fresh and functional hortiEntities:
Keywords: SPME-GC/MS; functional food; macro-minerals; perillaldehyde; phenolic compounds; sodium chloride; volatile profile
Mesh:
Substances:
Year: 2019 PMID: 30621323 PMCID: PMC6337370 DOI: 10.3390/molecules24010185
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Analysis of variance and mean comparisons for plant height, number of leaves per plant, total leaf area, leaf fresh weight, shoot dry biomass, and leaf colour: L* (brightness), a* (+a* = red; −a* = green) and b* (+b* = yellow; −b = blue) in green and red perilla grown under increasing NaCl concentration in the nutrient solution.
| Source of Variance | Plant Height | Leaf Number | Leaf Area | Leaf Fresh Yield | Shoot Dry Biomass | Leaf Colour | ||
|---|---|---|---|---|---|---|---|---|
| (cm) | (no. plant−1) | (cm2·plant−1) | (g·plant−1) | (g·plant−1) | L* | a* | b* | |
| Genotype (G) | * |
| * |
| ** | *** | *** | *** |
| Salinity (S) | ** | *** | *** | *** | *** | * |
|
|
| C × S |
| ** |
| * | ** |
|
|
|
| Genotype | ||||||||
| Green | 44.2 ± 2.2 a | 115.0 ± 13.9 a | 1984.7 ± 288.1 b | 50.3 ± 10.1 a | 15.8 ± 1.7 a | 36.0 ± 0.7 a | −6.7 ± 0.5 b | 15.2 ± 0.6 a |
| Red | 39.2 ± 1.3 b | 121.1 ± 6.5 a | 2422.3 ± 182.2 a | 45.2 ± 4.5 a | 11.8 ± 0.7 b | 25.9 ± 0.7 b | 4.5 ± 0.3 a | 0.9 ± 0.5 b |
| Salinity (mM NaCl) | ||||||||
| 1 | 47.4 ± 2.6 a | 164.2 ± 8.7 a | 3216.2 ± 174.3 a | 67.0 ± 9.5 a | 18.9 ± 1.9 a | 28.9 ± 2.7 c | −1.0 ± 2.8 a | 8.3 ± 3.6 a |
| 10 | 43.8 ± 2.4 ab | 132.7 ± 6.7 b | 2564.5 ± 132.2 b | 56.3 ± 6.6 ab | 15.2 ± 1.0 b | 29.9 ± 2.4 bc | −1.9 ± 2.6 a | 8.1 ± 3.1 a |
| 20 | 40.9 ± 1.8 b | 105.9 ± 10.1 c | 1983.0 ± 260.0 c | 45.0 ± 8.2 b | 13.0 ± 1.1 b | 32.9 ± 2.3 a | −1.6 ± 2.6 a | 9.3 ± 3.3 a |
| 30 | 34.7 ± 1.7 c | 69.4 ± 8.9 d | 1050.1 ± 221.0 d | 22.8 ± 5.6 c | 7.0 ± 1.2 c | 32.1 ± 2.0 ab | 0.1 ± 2.3 a | 6.5 ± 3.1 a |
| G × S | ||||||||
| Green-1 mM NaCl | 52.2 ± 3.4 a | 184.2 ± 8.7 a | 3269.1 ± 332.3 a | 78.8 ± 8.4 a | 23.7 ± 1.2 a | 34.9 ± 0.7 a | −7.1 ± 0.5 a | 16.3 ± 1.2 a |
| Green-10 mM NaCl | 47.4 ± 4.0 a | 132.1 ± 14. b | 2421.1 ± 244.0 a | 61.5 ± 10.1 ab | 17.5 ± 0.8 b | 35.2 ± 0.1 a | −7.6 ± 0.6 a | 15.0 ± 0.3 a |
| Green-20 mM NaCl | 41.0 ± 2.4 a | 93.2 ± 13.5 c | 1648.1 ± 396.2 a | 43.8 ± 15.0 bc | 13.2 ± 2.0 bc | 37.4 ± 2.3 a | −7.3 ± 0.5 a | 16.4 ± 1.9 a |
| Green-30 mM NaCl | 36.4 ± 3.5 a | 50.5 ± 1.4 d | 607.0 ± 182.3 a | 17.3 ± 11.7 d | 6.5 ± 2.3 d | 36.3 ± 1.8 a | −5.1 ± 1.4 a | 13.3 ± 1.0 a |
| Red-1 mM NaCl | 42.6 ± 2.3 a | 144.2 ± 2.7 b | 3163.2 ± 169.3 a | 55.1 ± 2.2 b | 14.1 ± 0.5 bc | 22.9 ± 1.1 a | 5.1 ± 0.8 a | 0.2 ± 0.1 a |
| Red-10 mM NaCl | 40.4 ± 1.2 a | 133.3 ± 2.8 b | 2708.0 ± 90.5 a | 50.8 ± 2.5 b | 12.8 ± 0.1 c | 24.4 ± 0.4 a | 3.8 ± 0.6 a | 1.3 ± 0.8 a |
| Red-20 mM NaCl | 40.7 ± 2.9 a | 118.6 ± 13.6 bc | 2317.8 ± 288.0 a | 46.0 ± 9.2 bc | 13.0 ± 1.3 c | 28.4 ± 0.5 a | 4.1 ± 0.1 a | 2.3 ± 0.8 a |
| Red-30 mM NaCl | 33.7 ± 1.8 a | 88.2 ± 7.9 c | 1500.2 ± 208.6 a | 28.3 ± 5.9 cd | 7.4 ± 1.2 d | 27.9 ± 0.4 a | 4.9 ± 0.5 a | −0.4 ± 1.4 a |
ns, *, **, *** Nonsignificant or significant at p ≤ 0.05, 0.01, and 0.001, respectively. Different letters within each column indicate significant differences according to Duncan’s multiple-range test (p = 0.05). All data are expressed as mean ± standard error, n = 3.
Analysis of variance and mean comparisons for mineral composition of leaves in green and red perilla grown under increasing NaCl concentration in the nutrient solution.
| Source of Variance | Leaf Dry Matter (%) | Protein | Mineral Elements (g·kg−1 dw) | |||||
|---|---|---|---|---|---|---|---|---|
| PO43− | K+ | Ca2+ | Mg2+ | SO42− | Na+ | |||
| Genotype (G) | *** | *** |
| ** | *** | *** |
| *** |
| Salinity (S) | *** | *** | ** | * | * | ** |
| *** |
| C × S | *** | * |
|
|
|
|
| ** |
| Genotype | ||||||||
| Green | 20.8 ± 0.4 a | 256.9 ± 5.1 a | 14.0 ± 0.8 a | 27.7 ± 0.6 b | 12.2 ± 0.3 a | 2.4 ± 0.13 a | 0.3 ± 0.0 a | 6.6 ± 1.4 a |
| Red | 19.1 ± 0.6 b | 234.7 ± 7.9 b | 12.6 ± 0.8 a | 29.0 ± 0.7 a | 7.1 ± 0.3 b | 1.7 ± 0.06 b | 0.3 ± 0.0 a | 3.4 ± 0.8 b |
| Salinity (mM NaCl) | ||||||||
| 1 | 17.2 ± 0.4 d | 277.8 ± 3.3 a | 16.2 ± 1.3 a | 30.3 ± 0.8 a | 8.4 ± 1.3 b | 2.3 ± 0.23 a | 0.3 ± 0.0 a | 0.2 ± 0.1 d |
| 10 | 19.2 ± 0.6 c | 254.6 ± 5.1 b | 13.9 ± 0.6 ab | 29.3 ± 1.0 a | 10.0 ± 1.3 a | 2.3 ± 0.22 a | 0.2 ± 0.0 a | 2.9 ± 0.7 c |
| 20 | 21.1 ± 0.2 b | 229.7 ± 7.0 c | 10.6 ± 0.4 bc | 27.1 ± 0.5 b | 10.0 ± 0.8 a | 1.9 ± 0.14 b | 0.2 ± 0.0 a | 7.4 ± 1.3 b |
| 30 | 22.0 ± 0.3 a | 220.9 ± 7.5 d | 12.2 ± 0.6 c | 26.5 ± 0.7 b | 10.1 ± 1.3 a | 1.7 ± 0.12 b | 0.3 ± 0.0 a | 9.4 ± 1.2 a |
| G × S | ||||||||
| Green-1 mM NaCl | 18.3 ± 0.2 c | 282.0 ± 2.1 a | 16.8 ± 2.1 a | 28.9 ± 0.6 a | 11.4 ± 0.1 a | 2.8 ± 0.29 a | 0.3 ± 0.0 a | 0.1 ± 0.0 d |
| Green-10 mM NaCl | 20.8 ± 0.1 b | 263.9 ± 6.0 b | 14.7 ± 0.8 a | 28.7 ± 1.9 a | 12.9 ± 0.6 a | 2.7 ± 0.22 a | 0.3 ± 0.0 a | 4.3 ± 0.8 c |
| Green-20 mM NaCl | 21.5 ± 0.4 ab | 244.4 ± 1.5 c | 10.9 ± 0.5 a | 26.5 ± 1.0 a | 11.8 ± 0.2 a | 2.2 ± 0.19 a | 0.2 ± 0.1 a | 10.1 ± 0.7 a |
| Green-30 mM NaCl | 22.4 ± 0.7 a | 237.1 ± 1.5 c | 13.4 ± 0.8 a | 26.1 ± 0.3 a | 12.8 ± 0.9 a | 2.0 ± 0.02 a | 0.3 ± 0.0 a | 11.8 ± 1.0 a |
| Red-1 mM NaCl | 16.1 ± 0.1 d | 274.0 ± 2.1 a | 15.5 ± 2.0 a | 31.7 ± 0.9 a | 5.4 ± 0.3 a | 1.9 ± 0.05 a | 0.2 ± 0.0 a | 0.3 ± 0.2 d |
| Red-10 mM NaCl | 17.6 ± 0.3 c | 245.3 ± 5.2 ab | 13.3 ± 0.9 a | 29.8 ± 1.3 a | 7.0 ± 0.2 a | 1.9 ± 0.15 a | 0.2 ± 0.1 a | 1.6 ± 0.3 d |
| Red-20 mM NaCl | 20.7 ± 0.1 b | 214.9 ± 4.0 c | 10.4 ± 0.7 a | 27.6 ± 0.4 a | 8.3 ± 0.3 a | 1.7 ± 0.05 a | 0.3 ± 0.1 a | 4.6 ± 1.0 c |
| Red-30 mM NaCl | 21.7 ± 0.1 ab | 204.7 ± 2.2 d | 11.5 ± 0.5 a | 26.8 ± 1.4 a | 7.5 ± 0.5 a | 1.5 ± 0.07 a | 0.3 ± 0.1 a | 7.1 ± 0.8 b |
ns, *, **, *** Nonsignificant or significant at p ≤ 0.05, 0.01, and 0.001, respectively. Different letters within each column indicate significant differences according to Duncan’s multiple-range test (p = 0.05). All data are expressed as mean ± standard error, n = 3.
Analysis of variance and mean comparisons for protein, nitrate and chlorophyll a contents, target phenolic acids and total polyphenols in green and red perilla grown under increasing NaCl concentration in the nutrient solution.
| Source of Variance | Nitrate | Chlorophyll a | Rosmarinic Acid | Caffeic Acid | Sinapic Acid | Total Polyphenols |
|---|---|---|---|---|---|---|
| (mg·kg−1 fw) | (mg·g−1 dw) | (mg·g−1 dw) | (mg·g−1 dw) | (mg·g−1 dw) | (mg·g−1 dw) | |
| Genotype (G) |
| ** |
|
| *** | *** |
| Salinity (S) | ** | ** | * |
|
| *** |
| C × S | * |
|
|
|
| ** |
| Genotype | ||||||
| Green | 1937.1 ± 209.1 a | 64.1 ± 5.1 b | 15.7 ± 1.4 a | 0.3 ± 0.0 a | 0.1 ± 0.0 b | 63.6 ± 3.0 b |
| Red | 1727.6 ± 209.0 a | 81.3 ± 8.2 a | 15.6 ± 1.8 a | 0.3 ± 0.0 a | 1.2 ± 0.0 a | 93.7 ± 2.0 a |
| Salinity (mM NaCl) | ||||||
| 1 | 2803.2 ± 205.2 a | 93.3 ± 12.6 a | 9.7 ± 2.0 b | 0.3 ± 0.0 a | 0.7 ± 0.3 a | 71.8 ± 6.6 c |
| 10 | 1859.7 ± 186.3 b | 73.0 ± 7.1 b | 18.4 ± 2.7 a | 0.3 ± 0.0 a | 0.7 ± 0.3 a | 89.7 ± 6.0 a |
| 20 | 1299.6 ± 123.4 c | 65.1 ± 6.6 b | 16.5 ± 0.8 a | 0.3 ± 0.0 a | 0.6 ± 0.2 a | 82.9 ± 6.2 b |
| 30 | 1366.8 ± 106.3 c | 58.8 ± 6.5 b | 18.1 ± 0.5 a | 0.3 ± 0.0 a | 0.6 ± 0.3 a | 70.3 ± 8.3 c |
| G × S | ||||||
| Green-1 mM NaCl | 2780.9 ± 397.3 a | 74.6 ± 0.6 a | 12.1 ± 3.4 a | 0.4 ± 0.0 a | 0.1 ± 0.0 a | 57.4 ± 2.3 f |
| Green-10 mM NaCl | 2259.3 ± 99.3 a | 71.4 ± 9.9 a | 14.7 ± 3.4 a | 0.3 ± 0.1 a | 0.1 ± 0.0 a | 76.3 ± 0.7 d |
| Green-20 mM NaCl | 1473.0 ± 158.0 b | 60.1 ± 12.4 a | 17.5 ± 0.4 a | 0.4 ± 0.0 a | 0.1 ± 0.0 a | 68.9 ± 0.6 e |
| Green-30 mM NaCl | 1235.2 ± 52.0 b | 50.4 ± 7.9 a | 18.5 ± 1.0 a | 0.2 ± 0.0 a | 0.1 ± 0.0 aa | 51.9 ± 2.7 g |
| Red-1 mM NaCl | 2825.6 ± 229.1 a | 112.0 ± 12.8 a | 7.2 ± 1.6 a | 0.3 ± 0.1 a | 1.3 ± 0.0 | 86.2 ± 1.5 c |
| Red-10 mM NaCl | 1460.1 ± 52.2 b | 74.6 ± 12.4 a | 22.1 ± 3.3 a | 0.4 ± 0.0 a | 1.2 ± 0.0 a | 103.1 ± 0.7 a |
| Red-20 mM NaCl | 1126.2 ± 145.3 b | 70.1 ± 6.4 a | 15.5 ± 1.5 a | 0.3 ± 0.1 a | 1.1 ± 0.1 a | 97.0 ± 0.3 b |
| Red-30 mM NaCl | 1498.5 ± 191.2 b | 67.5 ± 4.9 a | 17.4 ± 0.5 | 0.3 ± 0.1 a | 1.1 ± 0.1 a | 88.7 ± 1.0 c |
ns, *, **, *** Nonsignificant or significant at p ≤ 0.05, 0.01, and 0.001, respectively. Different letters within each column indicate significant differences according to Duncan’s multiple-range test (p = 0.05). All data are expressed as mean ± standard error, n = 3.
Analysis of variance and mean comparisons for the relative abundance of major aroma volatile components in green and red perilla grown under increasing NaCl concentration in the nutrient solution.
| Source of Variance | Aldehydes | Alcohols | Terpenes | Ketones | Diazole | Quinone | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2-hexenal | Benz-aldehyde | Perilla Aldehyde | 1-octen-3-ol | Durenol | β-linalool | Perillene | Caryophyllene | Perilla Ketone | Cis-jasmone | Imidazole 4-trifluoroacetyl | Thymo Quinone | |
| Genotype (G) |
| *** | - |
| - | * | - | * | - | - | - | - |
| Salinity (S) |
|
|
| * |
|
|
|
| ** | ** | * |
|
| C × S |
|
| - |
| - |
| - |
| - | - | - | - |
| Genotype | ||||||||||||
| Green | 5.6 ± 1.3 a | 2.1 ± 0.4 b | n.d. | 4.2 ± 0.6 a | n.d. | 2.8 ± 0.2 b | 3.5 ± 0.5 | 4.7 ± 0.2 a | 51.5 ± 5.2 | 21.2 ± 3.0 | 4.3 ± 0.7 | n.d. |
| Red | 7.7 ± 1.6 a | 26.7 ± 3.7 a | 41.6 ± 2.7 | 5.2 ± 0.8 a | 2.9 ± 0.1 | 4.0 ± 0.5 a | n.d. | 3.6 ± 0.4 b | n.d. | n.d. | n.d. | 8.2 ± 1.0 |
| Salinity (mM NaCl) | ||||||||||||
| 1 | 4.1 ± 1.0 a | 21.3 ± 9.8 a | 18.1 ± 8.4 a | 3.6 ± 0.5 b | 1.4 ± 0.6 a | 2.6 ± 0.3 a | 2.9 ± 1.4 a | 4.0 ± 0.7 a | 21.6 ± 9.7 b | 9.0 ± 2.9 b | 2.8 ± 1.4 ab | 4.4 ± 2.2 |
| 10 | 4.4 ± 0.9 a | 12.7 ± 5.5 a | 25.9 ± 11.7 a | 2.8 ± 0.6 b | 1.5 ± 0.6 a | 2.7 ± 0.2 a | 1.0 ± 0.5 a | 3.8 ± 0.3 a | 38.7 ± 17.8 b | 12.8 ± 5.8 a | 1.5 ± 0.6 b | 2.5 ± 0.0 |
| 20 | 9.8 ± 2.5 a | 11.5 ± 4.3 a | 19.8 ± 9.0 a | 5.9 ± 1.2 a | 1.4 ± 0.6 a | 4.2 ± 0.7 a | 1.5 ± 0.7 a | 4.9 ± 0.6 a | 17.9 ± 8.2 a | 14.9 ± 6.7 a | 3.1 ± 1.4 a | 4.9 ± 2.3 |
| 30 | 8.2 ± 2.5 a | 12.1 ± 4.8 a | 19.3 ± 9.0 a | 6.4 ± 1.2 a | 1.3 ± 0.6 | 4.1 ± 0.5 a | 1.7 ± 0.7 a | 4.0 ± 0.3 a | 24.5 ± 11.0 b | 11.7 ± 5.2 a | 1.8 ± 0.8 b | 4.6 ± 2.1 |
| G × S | ||||||||||||
| Green-1 mM NaCl | 5.9 ± 1.5 a | 2.1 ± 0.5 a | n.d. | 3.8 ± 1.0 a | n.d. | 2.6 ± 0.1 a | 5.7 ± 1.5 | 5.0 ± 0.5 a | 43.3 ± 1.7 | 25.7 ± 1.8 | 5.7 ± 1.6 | n.d. |
| Green-10 mM NaCl | 3.3 ± 1.1 a | 1.4 ± 0.1 a | n.d. | 2.0 ± 0.5 a | n.d. | 2.2 ± 0.1 a | 2.1 ± 0.6 | 3.9 ± 0.4 a | 77.6 ± 9.5 | 18.0 ± 5.9 | 3.6 ± 1.3 | n.d. |
| Green-20 mM NaCl | 8.8 ± 4.9 a | 3.0 ± 1.7 a | n.d. | 4.5 ± 1.3 a | n.d. | 3.0 ± 0.5 a | 2.9 ± 0.7 | 5.6 ± 0.3 a | 35.9 ± 3.9 | 29.7 ± 2.3 | 6.3 ± 0.5 | n.d. |
| Green-30 mM NaCl | 4.4 ± 0.1 a | 1.9 ± 0.1 a | n.d. | 6.4 ± 1.3 a | n.d. | 3.4 ± 0.0 a | 3.3 ± 0.0 | 4.4 ± 0.1 a | 49.2 ± 0.5 | 23.3 ± 0.8 | 3.6 ± 0.1 | n.d. |
| Red-1 mM NaCl | 2.3 ± 0.5 a | 40.5 ± 10.8 a | 36.2 ± 5.3 | 3.4 ± 0.4 a | 2.9 ± 0.1 | 2.7 ± 0.7 a | n.d. | 3.0 ± 1.1 a | n.d. | n.d. | n.d. | 8.7 ± 2.5 |
| Red-10 mM NaCl | 5.4 ± 1.3 a | 24.0 ± 4.8 a | 51.8 ± 3.9 | 3.5 ± 0.9 a | 3.0 ± 0.1 | 3.3 ± 0.2 a | n.d. | 3.6 ± 0.7 a | n.d. | n.d. | n.d. | 5.1 ± 1.9 |
| Red-20 mM NaCl | 10.8 ± 2.4 a | 20.0 ± 4.5 a | 39.6 ± 3.4 | 7.2 ± 2.0 a | 2.9 ± 0.4 | 5.3 ± 1.1 a | n.d. | 4.1 ± 1.1 a | n.d. | n.d. | n.d. | 9.9 ± 1.8 |
| Red-30 mM NaCl | 12.1 ± 4.2 a | 22.4 ± 3.3 a | 38.7 ± 6.1 | 6.4 ± 2.3 a | 2.7 ± 0.2 | 4.8 ± 0.8 a | n.d. | 3.6 ± 0.7 a | n.d. | n.d. | n.d. | 9.2 ± 1.4 |
ns, *, **, *** Nonsignificant or significant at p ≤ 0.05, 0.01, and 0.001, respectively; n.d. not detected. Different letters within each column indicate significant differences according to Duncan’s multiple-range test (p = 0.05). All data are expressed as mean ± standard error, n = 3.
Eigenvalues, relative and cumulative proportion of total variance, and correlation coefficients for each nutritional trait with respect to the three principal components.
| Principal Components | PC1 | PC2 | PC3 |
|---|---|---|---|
| Eigenvalue | 15.3 | 10.0 | 2.6 |
| Percentage of variance | 47.7 | 31.2 | 8.2 |
| Cumulative variance | 47.7 | 78.9 | 87.1 |
| Eigen vectors a | |||
| Fresh yield | 0.208 |
| 0.498 |
| Shoot dry biomass | 0.383 |
| 0.505 |
| DM b | 0.318 |
| 0.034 |
| L* |
| −0.310 | 0.042 |
| a* |
| −0.019 | −0.005 |
| b* |
| 0.012 | 0.024 |
| PO43− | 0.310 |
| −0.133 |
| K+ | −0.397 |
| −0.092 |
| Ca2+ |
| −0.248 | −0.058 |
| Mg2+ |
| 0.518 | 0.157 |
| SO42− | 0.104 | −0.137 | 0.559 |
| Na+ | 0.340 |
| −0.336 |
| Cl− | 0.040 |
| −0.166 |
| Protein | 0.446 |
| −0.111 |
| Nitrate | 0.177 |
| 0.069 |
| Chlorophyll a | −0.498 |
| −0.148 |
| Rosmaric acid | 0.024 |
| 0.029 |
| Caffeic acid | −0.120 | 0.001 |
|
| Sinapic acid |
| 0.098 | 0.040 |
| Phenols |
| 0.027 | 0.202 |
| 2-Hexenal | −0.268 |
|
|
| Benzaldehyde |
| 0.301 | −0.130 |
| Perilla aldehyde |
| 0.008 | 0.097 |
| 1-Octen-3-ol | −0.272 |
| 0.067 |
| Durenol |
| 0.038 | 0.074 |
| β-Linalool | −0.586 | −0.0675 | 0.283 |
| Perillene |
| 0.139 | 0.159 |
| Caryophyllene |
| −0.302 | 0.347 |
| Perilla ketone |
| 0.071 | −0.169 |
|
| −0.134 | 0.024 | |
| 4-trifluoroacetylimidazole |
| −0.053 | 0.164 |
| Thymoquinone |
| −0.055 | 0.127 |
a Boldface factor loadings are considered highly weighed; b DM, dry matter.
Figure 1Principal component loading plot and scores of principal component analysis (PCA) of colorimetric data (L*, a*, b*), fresh yield, dry biomass, dry matter content, mineral concentrations (NO3−, N, PO43−, K+, SO42−, Ca2+, Mg2+, Na+, Cl−), protein and chlorophyll a contents, phenolic composition (rosmarinic, caffeic and sinapic acids), total phenolic content and aroma volatile compounds in green and red perilla grown under increasing NaCl concentration in the nutrient solution (1, 10, 20 or 30 mM NaCl).