Integrating Chlorophyll Fluorescence with Anatomical and Physiological Analyses Reveals Interspecific Variation in Heat Tolerance Among Eight Rhododendron Taxa
Abstract
1. Introduction
2. Results
2.1. Effects of Heat Stress on Leaf Phenotype in Eight Rhododendron Taxa
2.2. Effects of Heat Stress on Photosynthetic Performance in Eight Rhododendron Taxa
2.3. Impact of Heat Stress on Stomatal Traits in Eight Rhododendron Taxa
2.4. Divergent Responses of Leaf Anatomical Structures to Heat Stress in Eight Rhododendron Taxa
2.5. Impact of Heat Stress on Rhododendron Physiology
2.6. Comprehensive Evaluation of Heat Tolerance in Rhododendron
3. Discussion
4. Materials and Methods
4.1. Plant Materials and Methods
4.2. Phenotypic Observation
4.3. Chlorophyll Fluorescence Imaging
4.4. Morphological and Microscopic Observation
4.5. Determination of Physiological Parameter
4.6. Statistical Analysis
- (1)
- Membership value of each standardized indicator:
- (2)
- Weight of each composite indicator:
- (3)
- Comprehensive heat tolerance D value:
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variety | CK | Heat Stress | Recovery 2 d | Recovery 4 d | Recovery 7 d |
|---|---|---|---|---|---|
| R. oldhamii | I | III | IV | IV | III |
| R. × pulchrum | I | III | IV | III | III |
| R. kiangsiense | I | II | III | II | I |
| R. liliiflorum | I | II | III | II | I |
| R. fortunei | I | II | II | I | I |
| R. simiarum | I | II | II | I | I |
| R. latoucheae | I | II | I | I | I |
| R. ovatum | I | II | I | I | I |
| Variety | Treatment | Stomatal Length (μm) | Stomatal Width (μm) | Stomatal Area (μm2) | Stomatal Density (stomata/mm2) |
|---|---|---|---|---|---|
| R. oldhamii | CK | 23.13 ± 0.89 a | 14.43 ± 0.40 a | 270.20 ± 7.20 a | 300 ± 5 c |
| Heat stress | 19.86 ± 0.32 c | 11.57 ± 1.61 b | 223.85 ± 6.75 b | 400 ± 6 a | |
| Recovery 7 d | 21.48 ± 0.36 b | 13.50 ± 0.27 ab | 242.68 ± 29.50 ab | 333 ± 5 b | |
| R.× pulchrum | CK | 23.87 ± 0.90 a | 10.38 ± 0.71 a | 182.91 ± 3.38 a | 267 ± 5 c |
| Heat stress | 19.19 ± 0.37 c | 8.83 ± 0.92 b | 139.40 ± 0.53 c | 400. ± 4 a | |
| Recovery 7 d | 20.68 ± 0.79 b | 9.83 ± 0.27 b | 169.37 ± 0.98 b | 333 ± 5 b | |
| R. kiangsiense | CK | 20.56 ± 0.26 a | 11.43 ± 0.32 a | 215.87 ± 2.66 a | 300 ± 4 c |
| Heat stress | 16.75 ± 0.20 b | 10.11 ± 0.58 b | 136.04 ± 1.43 c | 400 ± 2 a | |
| Recovery 7 d | 16.80 ± 0.12 b | 10.15 ± 0.07 b | 145.68 ± 3.29 b | 333 ± 7 b | |
| R. liliiflorum | CK | 18.94 ± 0.73 a | 10.18 ± 0.16 a | 152.44 ± 6.04 a | 300 ± 2 c |
| Heat stress | 18.60 ± 0.10 a | 8.08 ± 1.04 b | 130.46 ± 8.45 b | 433 ± 3 a | |
| Recovery 7 d | 18.78 ± 0.07 a | 10.39 ± 0.22 a | 144.90 ± 2.13 a | 333 ± 1 b | |
| R. fortunei | CK | 18.73 ± 1.07 a | 11.86 ± 1.42 a | 195.17 ± 3.48 a | 300 ± 2 c |
| Heat stress | 18.15 ± 0.89 a | 8.75 ± 1.22 b | 145.62 ± 2.57 c | 400 ± 3 a | |
| Recovery 7 d | 18.12 ± 0.75 a | 9.50 ± 0.60 b | 159.10 ± 4.59 b | 367 ± 2 b | |
| R. simiarum | CK | 24.55 ± 1.21 a | 13.38 ± 0.47 a | 245.42 ± 4.83 a | 333 ± 2 b |
| Heat stress | 23.24 ± 0.16 a | 11.73 ± 0.16 c | 221.87 ± 1.63 c | 367 ± 3 a | |
| Recovery 7 d | 23.85 ± 0.01 a | 12.48 ± 0.27 b | 230.47 ± 0.17 b | 367 ± 5 a | |
| R. latoucheae | CK | 29.03 ± 0.35 a | 15.72 ± 0.10 a | 332.41 ± 2.23 a | 267 ± 6 b |
| Heat stress | 23.74 ± 0.25 c | 13.98 ± 0.75 b | 243.24 ± 1.03 c | 367 ± 2 a | |
| Recovery 7 d | 26.20 ± 0.72 b | 14.31 ± 0.41 b | 280.24 ± 6.57 b | 364 ± 3 a | |
| R. ovatum | CK | 26.91 ± 1.65 a | 16.62 ± 0.32 a | 332.21 ± 5.53 a | 300 ± 2 b |
| Heat stress | 22.23 ± 1.95 b | 14.45 ± 0.23 b | 258.27 ± 5.90 c | 367 ± 5 a | |
| Recovery 7 d | 24.96 ± 0.52 ab | 14.76 ± 0.48 b | 285.93 ± 10.46 b | 300 ± 3 b |
| Variety | Treatment | Upper Epidermis Thickness (μm) | Lower Epidermis Thickness (μm) | Palisade Mesophyll Thickness (μm) | Spongy Mesophyll Thickness (μm) | Ratio of Palisade Thickness to Spongy Thickness |
|---|---|---|---|---|---|---|
| R. oldhamii | CK | 17.74 ± 0.35 a | 18.54 ± 0.57 a | 43.44 ± 0.55 c | 68.96 ± 0.63 a | 0.63 ± 0.01 c |
| Heat stress | 12.79 ± 1.00 c | 13.25 ± 0.53 c | 62.44 ± 0.88 a | 56.90 ± 0.51 c | 1.10 ± 0.02 a | |
| Recovery 7 days | 15.02 ± 0.70 b | 14.60 ± 0.14 b | 53.20 ± 0.57 b | 65.31 ± 1.24 b | 0.81 ± 0.02 b | |
| R. × pulchrum | CK | 18.58 ± 0.80 a | 15.82 ± 0.39 a | 38.31 ± 0.36 c | 77.77 ± 1.18 a | 0.49 ± 0.01 c |
| Heat stress | 14.82 ± 0.11 b | 10.16 ± 0.10 c | 57.44 ± 0.42 a | 56.72 ± 0.77 c | 1.01 ± 0.01 a | |
| Recovery 7 days | 17.74 ± 0.90 a | 12.44 ± 0.07 b | 41.12 ± 0.76 b | 59.50 ± 0.62 b | 0.69 ± 0.01 b | |
| R. kiangsiense | CK | 26.16 ± 0.59 a | 12.68 ± 0.64 a | 115.57 ± 1.01 c | 123.32 ± 1.11 a | 0.94 ± 0.01 b |
| Heat stress | 23.61 ± 0.51 b | 9.70 ± 0.14 c | 123.04 ± 1.00 a | 111.32 ± 1.37 b | 1.11 ± 0.02 b | |
| Recovery 7 days | 25.34 ± 1.13 a | 10.52 ± 0.27 b | 117.79 ± 0.81 b | 122.63 ± 1.08 a | 0.96 ± 0.01 b | |
| R. liliiflorum | CK | 30.83 ± 0.82 a | 30.73 ± 0.83 a | 104.98 ± 1.57 b | 163.11 ± 2.30 a | 0.64 ± 0.02 c |
| Heat stress | 27.96 ± 0.87 b | 19.13 ± 0.84 c | 115.80 ± 0.96 a | 122.73 ± 1.42 c | 0.94 ± 0.02 a | |
| Recovery 7 days | 29.57 ± 1.01 ab | 27.71 ± 0.45 b | 106.46 ± 1.06 b | 146.76 ± 1.99 b | 0.73 ± 0.02 b | |
| R. fortunei | CK | 19.87 ± 0.92 a | 14.47 ± 0.25 a | 92.81 ± 1.82 c | 140.72 ± 0.30 a | 0.66 ± 0.01 c |
| Heat stress | 14.43 ± 0.23 c | 11.50 ± 0.64 c | 103.11 ± 0.46 a | 122.44 ± 0.76 c | 0.84 ± 0.01 a | |
| Recovery 7 days | 17.09 ± 1.70 b | 12.80 ± 0.72 b | 96.52 ± 1.32 b | 132.12 ± 1.15 b | 0.73 ± 0.01 b | |
| R. simiarum | CK | 30.01 ± 0.65 a | 27.16 ± 1.27 a | 56.01 ± 0.20 c | 145.27 ± 1.11 a | 0.39 ± 0.01 c |
| Heat stress | 26.50 ± 0.89 c | 16.34 ± 0.94 c | 73.33 ± 2.19 a | 133.21 ± 3.08 c | 0.55 ± 0.03 a | |
| Recovery 7 days | 28.14 ± 0.74 b | 21.01 ± 0.39 b | 64.08 ± 0.27 b | 140.58 ± 0.49 b | 0.46 ± 0.01 b | |
| R. atoucheae | CK | 12.92 ± 0.60 a | 17.20 ± 1.16 a | 80.36 ± 0.05 c | 164.96 ± 1.52 a | 0.49 ± 0.01 c |
| Heat stress | 9.63 ± 0.06 b | 14.26 ± 0.49 b | 106.92 ± 1.66 a | 141.35 ± 1.49 c | 0.76 ± 0.00 a | |
| Recovery 7 days | 12.85 ± 0.86 a | 15.29 ± 0.29 b | 96.38 ± 0.87 b | 158.05 ± 0.55 b | 0.64 ± 0.01 b | |
| R. ovatum | CK | 14.13 ± 0.64 a | 13.03 ± 0.43 a | 75.74 ± 2.26 c | 130.65 ± 1.69 a | 0.58 ± 0.02 c |
| Heat stress | 10.05 ± 0.51 c | 9.60 ± 0.31 c | 100.43 ± 1.87 a | 98.25 ± 1.24 c | 1.02 ± 0.03 a | |
| Recovery 7 days | 12.01 ± 0.28 b | 10.94 ± 0.34 b | 85.84 ± 1.37 b | 110.88 ± 1.93 b | 0.77 ± 0.02 b |
| Index | Principal Component | |||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | |
| Fv/Fm | 0.43 | 0.37 | −0.57 | 0.40 | 0.34 | −0.16 |
| Y(II) | 0.80 | −0.06 | −0.32 | −0.03 | 0.40 | −0.10 |
| NPQ | −0.18 | 0.64 | −0.24 | 0.61 | −0.18 | −0.10 |
| qP | 0.74 | 0.31 | −0.34 | −0.07 | 0.23 | 0.17 |
| qN | −0.47 | 0.71 | −0.35 | 0.24 | −0.06 | −0.02 |
| Y(NPQ) | −0.54 | 0.62 | −0.28 | 0.36 | −0.19 | −0.14 |
| Y(NO) | −0.20 | −0.82 | 0.32 | −0.11 | 0.24 | 0.05 |
| ETR | 0.87 | 0.22 | −0.22 | −0.18 | 0.07 | −0.16 |
| Stomatal length | 0.14 | 0.73 | 0.47 | −0.27 | −0.15 | 0.17 |
| Stomatal width | 0.07 | 0.73 | 0.63 | −0.13 | 0.00 | 0.02 |
| Stomatal area | 0.05 | 0.75 | 0.60 | −0.21 | 0.02 | 0.08 |
| Stomatal density | −0.67 | −0.42 | −0.12 | 0.38 | 0.03 | 0.38 |
| Upper epidermis thickness | 0.55 | −0.52 | −0.19 | 0.15 | −0.48 | 0.16 |
| Lower epidermis thickness | 0.61 | −0.02 | −0.08 | 0.14 | −0.50 | 0.47 |
| Palisade mesophyll thickness | 0.06 | −0.56 | 0.41 | 0.60 | 0.17 | −0.16 |
| Spongy mesophyll thickness | 0.56 | −0.06 | 0.44 | 0.53 | −0.16 | 0.14 |
| RWC | 0.61 | 0.02 | 0.54 | 0.27 | −0.12 | −0.32 |
| EL | −0.65 | −0.09 | 0.40 | 0.04 | −0.03 | −0.30 |
| MDA | −0.27 | 0.34 | 0.15 | 0.24 | 0.63 | 0.53 |
| Pro | −0.45 | −0.02 | −0.63 | −0.42 | −0.21 | 0.00 |
| Eigenvalue | 5.24 | 4.76 | 3.22 | 2.04 | 1.47 | 1.07 |
| Contribution rate (%) | 26.20 | 23.79 | 16.10 | 10.19 | 7.34 | 5.33 |
| Cumulative contribution rate (%) | 26.20 | 50.00 | 66.10 | 76.29 | 83.62 | 88.96 |
| Variety | Treatment | Membership Function | D Value | Order | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| U (X1) | U (X2) | U (X3) | U (X4) | U (X5) | U (X6) | |||||
| R. oldhamii | CK | 0.85 | 0.73 | 0.43 | 0.52 | 0.33 | 0.44 | 0.60 | 0.555 | 3 |
| Heat stress | 0.53 | 0.37 | 0.51 | 0.42 | 0.26 | 1.00 | 0.49 | |||
| Recovery 7 days | 0.78 | 0.52 | 0.62 | 0.54 | 0.23 | 0.60 | 0.58 | |||
| R. pulchrum | CK | 1.00 | 0.48 | 0.30 | 0.45 | 0.19 | 0.03 | 0.49 | 0.401 | 8 |
| Heat stress | 0.35 | 0.09 | 0.56 | 0.00 | 0.38 | 0.33 | 0.28 | |||
| Recovery 7 days | 0.76 | 0.27 | 0.66 | 0.23 | 0.26 | 0.02 | 0.43 | |||
| R. kiangsiense | CK | 0.75 | 0.38 | 0.00 | 0.89 | 0.23 | 0.20 | 0.45 | 0.440 | 7 |
| Heat stress | 0.52 | 0.00 | 0.16 | 0.96 | 0.10 | 0.45 | 0.36 | |||
| Recovery 7 days | 0.80 | 0.01 | 0.67 | 0.99 | 0.11 | 0.20 | 0.51 | |||
| R. liliiflorum | CK | 0.71 | 0.24 | 0.34 | 0.89 | 0.93 | 0.19 | 0.55 | 0.498 | 6 |
| Heat stress | 0.26 | 0.06 | 0.21 | 0.80 | 0.74 | 0.38 | 0.36 | |||
| Recovery 7 days | 0.74 | 0.07 | 0.76 | 1.00 | 0.73 | 0.18 | 0.59 | |||
| R. fortunei | CK | 0.92 | 0.29 | 0.36 | 0.85 | 0.18 | 0.27 | 0.53 | 0.504 | 5 |
| Heat stress | 0.62 | 0.01 | 0.39 | 0.82 | 0.17 | 0.63 | 0.43 | |||
| Recovery 7 days | 0.79 | 0.03 | 0.81 | 0.92 | 0.21 | 0.36 | 0.55 | |||
| R. simiarum | CK | 0.71 | 0.70 | 0.32 | 0.67 | 1.00 | 0.33 | 0.62 | 0.598 | 2 |
| Heat stress | 0.43 | 0.46 | 0.33 | 0.74 | 0.62 | 0.44 | 0.49 | |||
| Recovery 7 days | 0.57 | 0.43 | 1.00 | 0.76 | 0.86 | 0.29 | 0.66 | |||
| R.atoucheae | CK | 0.89 | 1.00 | 0.36 | 0.84 | 0.35 | 0.50 | 0.71 | 0.680 | 1 |
| Heat stress | 0.54 | 0.56 | 0.57 | 0.91 | 0.31 | 0.91 | 0.62 | |||
| Recovery 7 days | 0.71 | 0.62 | 0.73 | 0.95 | 0.38 | 0.81 | 0.71 | |||
| R. ovatum | CK | 0.43 | 0.99 | 0.45 | 0.81 | 0.35 | 0.07 | 0.58 | 0.510 | 4 |
| Heat stress | 0.00 | 0.65 | 0.50 | 0.87 | 0.00 | 0.11 | 0.39 | |||
| Recovery 7 days | 0.46 | 0.70 | 0.81 | 0.92 | 0.01 | 0.00 | 0.57 | |||
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Guo, W.; Wei, J.; Yu, H.; Wang, Y.; Zhang, J.; Wang, S. Integrating Chlorophyll Fluorescence with Anatomical and Physiological Analyses Reveals Interspecific Variation in Heat Tolerance Among Eight Rhododendron Taxa. Plants 2025, 14, 3664. https://doi.org/10.3390/plants14233664
Guo W, Wei J, Yu H, Wang Y, Zhang J, Wang S. Integrating Chlorophyll Fluorescence with Anatomical and Physiological Analyses Reveals Interspecific Variation in Heat Tolerance Among Eight Rhododendron Taxa. Plants. 2025; 14(23):3664. https://doi.org/10.3390/plants14233664
Chicago/Turabian StyleGuo, Wenfang, Jiaxin Wei, Hao Yu, Yurui Wang, Jingli Zhang, and Shusheng Wang. 2025. "Integrating Chlorophyll Fluorescence with Anatomical and Physiological Analyses Reveals Interspecific Variation in Heat Tolerance Among Eight Rhododendron Taxa" Plants 14, no. 23: 3664. https://doi.org/10.3390/plants14233664
APA StyleGuo, W., Wei, J., Yu, H., Wang, Y., Zhang, J., & Wang, S. (2025). Integrating Chlorophyll Fluorescence with Anatomical and Physiological Analyses Reveals Interspecific Variation in Heat Tolerance Among Eight Rhododendron Taxa. Plants, 14(23), 3664. https://doi.org/10.3390/plants14233664

