Metabolism and Yield of Grape–Tomato Hybrids Under Heat Stress in an Innovative Protected Environment Using Twin-Walled Polycarbonates with Laminar Water Flow
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Site and Growing Conditions
2.2. Experimental Design and Plant Material
2.3. Greenhouse Structure and Cooling System
2.4. Seedling Production and Crop Management
2.5. Nutrient Solution, Irrigation Management and Environmental Monitoring
2.6. Vegetative Growth and Yield Evaluation
2.7. Sample Preparation
2.8. Physicochemical Analyses
2.9. Biochemical Analyses
2.10. Postharvest Evaluation
2.11. Statistical Analysis
3. Results and Discussion
3.1. Microclimatic Variation Under Protected Cultivation Systems
3.2. Effects of Protected Environment Conditions and Tomato Hybrids on Growth, Yield, and Fruit Quality
3.3. Vegetative Growth Responses Under Contrasting Protected Environments
3.4. Yield Under Contrasting Microclimatic Conditions
3.5. Fruit Physical Attributes and Biochemical Composition of Grape–Tomatoes
3.6. Post-Harvest Weight Loss Under Contrasting Protected Environments
3.7. Multivariate Analysis of Morphophysiological and Biochemical Responses Under Contrasting Cultivation Environments
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AF | agricultural film |
| P | polycarbonate panels |
| PAR | photosynthetically active radiation |
| TA | titratable acidity |
| TSS | total soluble solids |
| ANOVA | analysis of variance |
| PCA | principal component analysis |
| SVD | singular value decomposition |
| PSII | photosystem II |
| ROS | reactive oxygen species |
| VPD | vapor pressure deficit |
| PEC | protected environment conditions |
| TH | tomato hybrids |
| CV | coefficient of variation |
| DB | dry biomass |
| LA | leaf area |
| PL | plant length |
| SDB | shoot dry biomass |
| Y | yield |
| MY | marketable yield |
| NF | number of fruits |
| FW | fruit fresh weight |
| FL | fruit length |
| FD | fruit diameter |
| C* | chroma |
| h° | hue angle |
| SS/TA | soluble solids to titratable acidity ratio |
| βc | β-carotene |
| LY | lycopene |
| RI | ripening index |
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| Variable | PEC | TH | PEC × TH | CV (%) |
|---|---|---|---|---|
| Growth traits | ||||
| Dry biomass (DB) | 70.5 * | 61.36 * | 55.0 * | 2.5 |
| Leaf area (LA) | 117.1 * | 25.15 * | 10.25 * | 8.4 |
| Plant length (PL) | 4.09 * | 31.66 * | 3.99 * | 3.7 |
| Shoot dry biomass (SDB) | 94.36 * | 22.41 * | 7.59 * | 2.8 |
| Yield components | ||||
| Yield (Y) | 13.9 * | 1.5 ns | 0.0 ns | 18.6 |
| Marketable yield (MY) | 14.40 * | 1.60 ns | 0.06 ns | 18.43 |
| Number of fruits (NF) | 4.7 * | 4.3 * | 0.3 ns | 18.2 |
| Fruit fresh weight (FW) | 59.5 * | 124.0 * | 4.0 * | 3.9 |
| Fruit length (FL) | 3.0 ns | 70.2 * | 4.5 ns | 3.9 |
| Fruit diameter (FD) | 53.7 * | 73.8 * | 0.9 ns | 3.3 |
| Fruit quality traits | ||||
| Chroma (C*) | 6.3 ns | 13.6 * | 2.1 ns | 6.3 |
| Hue angle (h°) | 2.6 ns | 50.0 * | 3.0 ns | 2.6 |
| Total soluble solids (TSS, °Brix) | 9.1 ns | 2.3 ns | 0.4 ns | 9.1 |
| Titratable acidity (TA) | 14.3 ns | 0.2 ns | 0.8 ns | 14.3 |
| Soluble solids to titratable acidity ratio (SS/TA) | 11.2 ns | 0.6 ns | 0.2 ns | 11.2 |
| Lycopene content | 7.0 ns1 | 33.2 * | 4.9 * | 6.9 |
| β-carotene content | 7.9 ns1 | 6.6 * | 3.3 * | 7.9 |
| PEC | BS IGR0104 | Guaraci | Jacy | GI7545 | BS IGR0048 | Mean (TH) |
|---|---|---|---|---|---|---|
| DB (g) | ||||||
| AF | 119.2 ± 0.5 aB* | 114.9 ± 0.3 BC | 111.6 ± 0.5 bC | 151.4 ± 0.7 aA | 117.2 ± 0.4 aBC | 122.8 a |
| P | 114.9 ± 0.3 aA | 112.3 ± 0.4 aA | 118.3 ± 0.3 aA | 116.1 ± 0.5 bA | 112.3 ± 0.6 bA | 114.8 b |
| Mean | 117.0 B | 113.6 B | 114.9 B | 133.7 A | 114.7 B | |
| LA (m2) | ||||||
| AF | 3.7 ± 0.1 bBC | 3.5 ± 0.2 bC | 3.5 ± 0.1 bC | 4.5 ± 0.4 bAB | 4.8 ± 0.2 aA | 4.0 b |
| P | 4.9 ± 0.1 aB | 4.6 ± 0.2 aB | 5.2 ± 0.2 aB | 7.2 ± 0.2 aA | 5.0 ± 0.5 aB | 5.4 a |
| Mean | 4.3 BC | 4.0 C | 4.4 BC | 5.9 A | 4.9 B | |
| PL (cm) | ||||||
| AF | 38.0 ± 1.8 aA | 37.3 ± 1.1 aA | 39.0 ± 0.1 aA | 32.6 ± 0.6 aB | 32.3 ± 1.6 bB | 35.8 a |
| P | 38.0 ± 2.2 aA | 37.1 ± 1.7 aA | 39.0 ± 0.8 aA | 32.8 ± 2.1 aB | 36.4 ± 1.3 aA | 36.7 a |
| Mean | 38.0 B | 37.2 B | 39.0 A | 32.7 B | 34.3 B | |
| SDB (g) | ||||||
| AF | 87.2 ± 2.1 aB | 84.4 ± 3.3 aBC | 81.1 ± 2.9 aC | 94.0 ± 1.6 aA | 88.0 ± 3.3 aB | 86.9 a |
| P | 76.3 ± 1.3 bC | 75.0 ± 1.6 bC | 79.1 ± 2.3 aBC | 82.6 ± 2.2 bAB | 85.5 ± 2.1 aA | 79.7 b |
| Mean | 81.8 B | 79.7 B | 80.1 B | 88.3 A | 86.8 A | |
| PEC | BS IGR0104 | Guaraci | Jacy | GI7545 | BS IGR0048 | Mean (TH) |
|---|---|---|---|---|---|---|
| Y (ton ha−1) | ||||||
| AF | 13.3 ± 2.4 bA* | 10.4 ± 1.6 bA | 10.8 ± 2.5 bA | 12.3 ± 3.4 bA | 10.9 ± 2.1 bA | 11.5 b |
| P | 15.5 ± 1.5 aA | 13.5 ± 2.1 aA | 14.0 ± 1.6 aA | 15.3 ± 2.5 aA | 13.6 ± 2.8 aA | 14.4 a |
| Mean | 14.4 A | 12.0 A | 12.4 A | 13.8 A | 12.2 A | |
| MY (kg plant−1) | ||||||
| AF | 2.66 ± 0.5 aA | 2.08 ± 0.3 aA | 2.16 ± 0.5 aA | 2.46 ± 0.7 aA | 2.17 ± 0.4 aA | 2.30 b |
| P | 3.08 ± 0.3 aA | 2.70 ± 0.4 aA | 2.80 ± 0.3 aA | 3.08 ± 0.5 aA | 2.71 ± 0.6 aA | 2.88 a |
| Mean | 2.87 A | 2.39 A | 2.48 A | 2.77 A | 2.44 A | |
| NF (units plant−1) | ||||||
| AF | 407.5 ± 66.4 bAB | 385.0 ± 63.4 bAB | 490.2 ± 103.3 bA | 372.0 ± 89.2 bAB | 330.0 ± 64.0 bA | 397.0 b |
| P | 430.7 ± 47.2 aA | 492.5 ± 87.3 aA | 527.3 ± 75.2 aA | 414.5 ± 67.0 aA | 386.0 ± 60.5 aA | 450.0 a |
| Mean | 419.1 AB | 438.7 AB | 508.7 A | 393.2 B | 358.0 B | |
| FW (g fruit−1) | ||||||
| AF | 6.5 ± 0.1 bA | 5.4 ± 0.2 bB | 4.4 ± 0.1 bC | 6.6 ± 0.4 bA | 6.6 ± 0.2 bA | 5.9 b |
| P | 7.2 ± 0.1 aA | 5.5 ± 0.2 aB | 5.3 ± 0.2 aB | 7.4 ± 0.2 aA | 7.0 ± 0.1 aA | 6.5 a |
| Mean | 6.8 A | 5.5 B | 4.9 C | 7.0 A | 6.8 A | |
| FL (mm fruit−1) | ||||||
| AF | 29.6 ± 1.8 aA | 22.1 ± 1.1 aC | 26.6 ± 0.1 aB | 27.1 ± 0.6 aB | 28.3 ± 0.5 aAB | 26.7 a |
| P | 30.9 ± 1.4 aA | 23.0 ± 0.5 aC | 24.5 ± 0.2 aC | 27.9 ± 1.0 aB | 30.3 ± 1.3 aA | 27.3 a |
| Mean | 30.3 A | 22.5 D | 25.5 C | 27.5 B | 29.3 A | |
| FD (mm fruit−1) | ||||||
| AF | 18.3 ± 0.8 bA | 16.7 ± 0.3 bB | 13.7 ± 0.1 bC | 18.1 ± 0.1 bA | 16.3 ± 0.1 bB | 16.6 b |
| P | 19.3 ± 0.8 aA | 17.6 ± 0.4 aB | 15.4 ± 0.2 aC | 19.8 ± 1.1 aA | 17.7 ± 1.0 aB | 18.0 a |
| Mean | 18.8 A | 17.2 B | 14.6 C | 19.0 A | 17.0 B | |
| PEC | BS IGR0104 | Guaraci | Jacy | GI7545 | BS IGR0048 | Mean (TH) |
|---|---|---|---|---|---|---|
| C* | ||||||
| AF | 36.3 ± 4.7 abA* | 36.2 ± 4.4 abA | 35.79 ± 4.2 bA | 41.0 ± 3.8 bA | 38.5 ± 3.6 abA | 37.6 a |
| P | 33.9 ± 2.4 bA | 34.9 ± 2.2 bA | 37.70 ± 3.2 bA | 44.6 ± 2.1 aA | 38.1 ± 4.0 bA | 37.8 a |
| Mean | 35.1 B | 35.6 B | 36.74 B | 42.8 A | 38.3 B | |
| h° | ||||||
| AF | 54.3 ± 16.6 aB | 53.2 ± 15 aB | 49.8 ± 11.8 aC | 57.3 ± 18.6 aA | 55.6 ± 12.0 abB | 54.0 a |
| P | 50.3 ± 18.6 bC | 49.1 ± 18 bCD | 46.3 ± 13.8 bD | 57.3 ± 12.5 aA | 53.7 ± 19.5 bA | 51.3 b |
| Mean | 52.3 C | 51.2 C | 48.0 D | 57.3 A | 54.6 B | |
| TSS (°Brix) | ||||||
| AF | 4.4 ± 0.3 aA | 4.5 ± 0.5 aA | 4.7 ± 0.5 aA | 4.7 ± 0.2 aA | 4.4 ± 0.4 aA | 4.5 a |
| P | 4.1 ± 0.3 aA | 4.3 ± 0.5 aA | 4.3 ± 0.4 aA | 4.7 ± 0.6 aA | 4.0 ± 0.2 aA | 4.3 a |
| Mean | 4.3 A | 4.4 A | 4.5 A | 4.7 A | 4.2 A | |
| TA (%) | ||||||
| AF | 0.4 ± 0.3 aA | 0.4 ± 0.3 aA | 0.4 ± 0.4 aA | 0.4 ± 0.4 aA | 0.4 ± 0.4 aA | 0.4 a |
| P | 0.4 ± 0.4 aA | 0.4 ± 0.3 aA | 0.4 ± 0.3 aA | 0.4 ± 0.3 aA | 0.4 ± 0.3 aA | 0.4 a |
| Mean | 0.4 A | 0.4 A | 0.40 A | 0.4 A | 0.4 A | |
| SS/TA | ||||||
| AF | 11.1 ± 0.3 aA | 11.8 ± 0.2 aA | 12.4 ± 0.4 aA | 11.8 ± 0.4 aA | 12.2 ± 0.4 aA | 11.9 a |
| P | 10.6 ± 0.4 aA | 11.5 ± 0.3 aA | 11.2 ± 0.3 aA | 11.9 ± 0.3 aA | 11.5 ± 0.3 aA | 11.4 a |
| Mean | 10.9 A | 11.6 A | 11.8 A | 11.9 A | 11.9 A | |
| Lycopene (mg 100 g−1) | ||||||
| AF | 0.3 ± 0.2 bA | 0.4 ± 0.4 bA | 0.9 ± 0.3 bB | 0.1 ± 0.0 aA | 0.7 ± 0.3 aA | 0.5 b |
| P | 0.5 ± 0.3 aA | 0.6 ± 0.2 aA | 1.9 ± 0.2 aA | 0.1 ± 0.0 bA | 0.7 ± 0.1 aA | 0.8 a |
| Mean | 0.4 BC | 0.5 B | 1.4 A | 0.1 C | 0.7 B | |
| β-carotene (mg 100 g−1) | ||||||
| AF | 0.4 ± 0.3 bA | 0.5 ± 0.3 bA | 0.4 ± 0.1 bB | 0.2 ± 0.0 bA | 0.4 ± 0.2 bA | 0.4 b |
| P | 0.8 ± 0.2 aA | 0.6 ± 0.3 aA | 1.3 ± 0.1 aA | 0.3 ± 0.0 aA | 0.6 ± 0.4 aA | 0.7 a |
| Mean | 0.6 AB | 0.5 BC | 0.9 A | 0.2 C | 0.5 BC | |
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Garcia, R.R.; Nunes, A.; Pedrosa Junior, J.A.P.; Campos, R.A.d.S.; Ponce, F.d.S.; Ramsay, J.O.d.M.; Zanuzo, M.R.; de Souza, S.G.H.; Fernandes Junior, F.; Botelho, S.d.C.C.; et al. Metabolism and Yield of Grape–Tomato Hybrids Under Heat Stress in an Innovative Protected Environment Using Twin-Walled Polycarbonates with Laminar Water Flow. Metabolites 2026, 16, 389. https://doi.org/10.3390/metabo16060389
Garcia RR, Nunes A, Pedrosa Junior JAP, Campos RAdS, Ponce FdS, Ramsay JOdM, Zanuzo MR, de Souza SGH, Fernandes Junior F, Botelho SdCC, et al. Metabolism and Yield of Grape–Tomato Hybrids Under Heat Stress in an Innovative Protected Environment Using Twin-Walled Polycarbonates with Laminar Water Flow. Metabolites. 2026; 16(6):389. https://doi.org/10.3390/metabo16060389
Chicago/Turabian StyleGarcia, Robert Ramsay, Aline Nunes, José Advan Pereira Pedrosa Junior, Renê Arnoux da Silva Campos, Franciely da Silva Ponce, Joangela Oliveira de Moura Ramsay, Márcio Roggia Zanuzo, Silvia Graciele Hulse de Souza, Flávio Fernandes Junior, Sílvia de Carvalho Campos Botelho, and et al. 2026. "Metabolism and Yield of Grape–Tomato Hybrids Under Heat Stress in an Innovative Protected Environment Using Twin-Walled Polycarbonates with Laminar Water Flow" Metabolites 16, no. 6: 389. https://doi.org/10.3390/metabo16060389
APA StyleGarcia, R. R., Nunes, A., Pedrosa Junior, J. A. P., Campos, R. A. d. S., Ponce, F. d. S., Ramsay, J. O. d. M., Zanuzo, M. R., de Souza, S. G. H., Fernandes Junior, F., Botelho, S. d. C. C., & Junior, S. S. (2026). Metabolism and Yield of Grape–Tomato Hybrids Under Heat Stress in an Innovative Protected Environment Using Twin-Walled Polycarbonates with Laminar Water Flow. Metabolites, 16(6), 389. https://doi.org/10.3390/metabo16060389

