Effects of Cadmium Stress on Phenotypic Traits, Photosynthetic Performance, and Physiological and Biochemical Responses in Non-Heading Chinese Cabbage
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Materials and Cultivation System
2.1.1. Experimental Materials
2.1.2. Cultivation System
- (A)
- Tidal Seedling System: Used for seed germination and early seedling cultivation. This system consists of plug trays and liquid tanks, utilizing an automatic recirculating irrigation model. Water is supplied for 5 min starting at 8:00 AM each day, submerging the bottom of the plug trays by about 1–2 cm. After 10 min of flooding, the liquid in the tank is drained to ensure sufficient aeration of the roots.
- (B)
- Nutrient Film Technique (NFT) System: Used for late-stage seedling cultivation and cadmium stress treatment. To precisely control the stress conditions and eliminate soil factors, this study adopted the NFT system. The system consists of four independent units, each containing: (1) 14 custom-made hydroponic pipes with a plant spacing of 20 cm; (2) a 400-L nutrient solution reservoir; (3) a circulating pump (flow rate of 200 L/min). The system uses a timed irrigation strategy: each irrigation cycle lasts 5 min, followed by a 15-min pause to allow root aeration, with the process running in a continuous cycle throughout the day.
- (C)
- Nutrient Solution Management: Modified Hoagland nutrient solution was used throughout the experiment, with the electrical conductivity (EC) maintained at 1.5 ± 0.1 mS/cm. The nutrient solution in the reservoirs of both the tidal system and NFT system was completely replaced every Monday to ensure continuous nutrient supply and stability.
2.2. Experimental Methods
2.3. Measurement Items and Methods
2.3.1. Measurement of Cd Accumulation and Growth Response Parameters
2.3.2. Two-Dimensional and Three-Dimensional Phenotypic Parameters
2.3.3. Photosynthetic and Fluorescence Parameters
2.3.4. Physiological and Biochemical Indicators
2.4. Data Processing and Analysis
2.4.1. Descriptive Statistics
2.4.2. Analysis of Variance and Multiple Comparisons
2.4.3. Repeated Measures Analysis of Variance
2.4.4. Cluster Analysis
2.4.5. Correlation and Trend Analysis
3. Results and Analysis
3.1. Comprehensive Evaluation of Cd Accumulation and Translocation Coefficient in 79 Non-Heading Chinese Cabbage Germplasm
- High-accumulation-type germplasms had a Cd content range of T1: 50–100 mg/kg, T2: 75–150 mg/kg, T3: 150–200 mg/kg.
- Medium-accumulation-type germplasms had a Cd content range of T1: 25–75 mg/kg, T2: 50–100 mg/kg, T3: 100–150 mg/kg.
- Low-accumulation-type germplasms had a Cd content range of T1: 0–50 mg/kg, T2: 0–75 mg/kg, T3: 0–100 mg/kg.
3.2. The Effect of Cd Stress on Phenotypic Parameters
3.3. The Effect of Cd Stress on the Photosynthetic Characteristics
The Effect of Cd Stress on Photosynthetic Pigment Content
3.4. The Effect of Cd Stress on Chlorophyll Fluorescence Parameters
3.4.1. Damage to the Potential Activity of Photosystem II (PSII)
3.4.2. Activation and Collapse of Photoprotective Mechanisms
3.4.3. Inhibition of Actual Photosynthetic Efficiency
3.4.4. Chlorophyll Fluorescence Imaging Reveals the Spatial Patterns of Photosynthetic Damage and Protection
3.5. The Effect of Cd Stress on Gas Exchange Parameters
3.5.1. Inhibition of Net Photosynthetic Rate and Its Varietal Differences
3.5.2. Photosynthetic Limiting Factors: Transition from Stomatal Limitation to Non-Stomatal Limitation
3.6. The Effect of Cd Stress on Physiological and Biochemical Indicators
3.6.1. Superoxide Dismutase (SOD) Activity Response
3.6.2. Response of Peroxidase (POD) and Catalase (CAT) Activity
3.6.3. Membrane Lipid Peroxidation Level
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
| Code | Name | Source | Code | Name | Source |
|---|---|---|---|---|---|
| GX-01 | Dongjin No. 1 | Beijing Jingyan Shengfeng Seedling Research Institute | GX-41 | Jinpin 543 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-02 | Delicious Fast-growing | Beijing Junchuan Seed Industry Technology Co., Ltd. | GX-42 | Jinpin 586 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-03 | Chunyou No. 5 | Jingyan Yino (Beijing) Seed Industry Technology Co., Ltd. | GX-43 | Jinpin 575 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-04 | Chunyou No. 4 | Jingyan Yino (Beijing) Seed Industry Technology Co., Ltd. | GX-44 | Jinpin 597 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-05 | Authentic Shanxi White | Wuhan Xingyuan Seedling Business | GX-45 | Jinpin 581 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-06 | Suguan 221 | Nanjing Green Collar Seed Industry Co., Ltd. | GX-46 | Jinpin Crown No. 2 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-07 | Four Seasons Green | Shijiazhuang Nongboshi Development Co., Ltd. | GX-47 | Jinpin 1670 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-08 | Dongqing | Beijing city Changping District Baishan Baishan Town Village farmers market. | GX-48 | Jinpin 541 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-09 | Dongjin No. 2 | Beijing Jingyan Shengfeng Seedling Research Institute | GX-49 | Jinpin Lvsong | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-10 | Hotel Sharp-leaf 60-day Sweet Oil Vegetable Heart | Shicheng Seed Co., Ltd. | GX-50 | Jinpin Xinxia | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-11 | Huaying | Guangdong Province China Seed Introduction Service Company | GX-51 | Jinpin 143 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-12 | Sweet and Crispy Oilseed Cabbage | Fuzhou Minhuang Seed Industry Co., Ltd. | GX-52 | Jinpin Su27 | Fujian Jinpin Agricultural Technology Co., Ltd. |
| GX-13 | Jinpin No. 4 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-53 | Four Seasons Fast-growing Vegetable | Hefei Hefeng Seed Industry Co., Ltd. |
| GX-14 | Jinpin 1 Summer | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-54 | Cream Fast-growing Vegetable | Qingxian Xingyun Seed Industry Co., Ltd. |
| GX-15 | Jinpin 592 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-55 | Beijing Four Seasons Non-heading Chinese Cabbage | Shouguang Xinxinran Horticulture Co., Ltd. |
| GX-16 | Jinpin 902 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-56 | Four Seasons Fast-growing Cabbage | Qingxian Qingfeng Seed Industry Co., Ltd. |
| GX-17 | Jinpin 558 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-57 | Korean 58 Fast-growing Cabbage | Hebei Dayu Seed Industry Co., Ltd. |
| GX-18 | Jinpin Winter-Spring | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-58 | Purple Angel Fast-growing Cabbage | Hebei Man Agricultural Technology Co., Ltd. |
| GX-19 | Jinpin Qingsong | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-59 | Fresh and Delicious Fast-growing Cabbage | Fuzhou Nongbo Wang Seedling Co., Ltd. |
| GX-20 | Jinpin Cold Spring | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-60 | Purple Gold Fast-growing Cabbage | Beijing Shuoyuan Seed Co., Ltd. |
| GX-21 | Jinpin 1675 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-61 | Jinshuang 30 Fast-growing Cabbage F1 | Tianjin Hongcheng Celery Research Institute |
| GX-22 | Jinpin 101 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-62 | Jingyan Purple Fast-growing Cabbage | Jingyan Yino (Beijing) Seed Industry Technology Co., Ltd. |
| GX-23 | Jinpin 506 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-63 | Shanghai Qing 605 | Hebei Dayu Seed Industry Co., Ltd. |
| GX-24 | Jinpin 128 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-64 | Four Seasons Jicai | Shouguang Xinxinran Horticulture Co., Ltd. |
| GX-25 | Jinpin Su30 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-65 | Heat-resistant Shanghai Qing | Hebei Dayu Seed Industry Co., Ltd. |
| GX-26 | Jinpin 555 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-66 | June Slow | Hebei Green Agriculture Seed Sales Co., Ltd. |
| GX-27 | Jinpin 598 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-67 | April Slow | Hebei Green Agriculture Seed Sales Co., Ltd. |
| GX-28 | Jinpin 112 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-68 | Shanghai Qing | Qingxian Xingyun Seed Industry Co., Ltd. |
| GX-29 | Jinpin 582 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-69 | Four Seasons Fast-growing Non-heading Chinese Cabbage | Qingxian Xingyun Vegetable Seed Breeding Center |
| GX-30 | Jinpin 109 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-70 | Four Seasons Non-heading Chinese Cabbage | Qingxian Xingyun Seed Industry Co., Ltd. |
| GX-31 | Jinpin 814 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-71 | Cream Fast-growing Cabbage | Qingxian Xingyun Seed Industry Co., Ltd. |
| GX-32 | Jinpin 911 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-72 | Cream Non-heading Chinese Cabbage | Hebei Green Agriculture Seed Sales Co., Ltd. |
| GX-33 | Jinpin 16549 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-73 | Glossy Suzhou Qing | Hubei Vegetable Basket Seed Industry Co., Ltd. |
| GX-34 | Jinpin 501 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-74 | Green-leafed Suzhou Qing | Nanjing Green Collar Seed Industry Co., Ltd. |
| GX-35 | Jinpin 537 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-75 | Meiling Qinggeng Cabbage | Nanping Jianyang Xiao Fu Seed Co., Ltd. |
| GX-36 | Jinpin 591 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-76 | Medium-legged Black-leafed Cabbage | Guangxi Hengxian Zilong Seed Industry Co., Ltd. |
| GX-37 | Jinpin Qingsong No. 2 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-77 | Black-headed Suzhou Qing | Hubei Minhui Garden |
| GX-38 | Jinpin 008 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-78 | Han Guan Qinggeng Cabbage | Beijing Agricultural and Forestry Academy Vegetable Research Institute |
| GX-39 | Jinpin 901 | Fujian Jinpin Agricultural Technology Co., Ltd. | GX-79 | Hua Guan Qinggeng Cabbage | Guangdong Province China Seed Introduction Service Company |
| GX-40 | Qingtai No. 1 | Fujian Jinpin Agricultural Technology Co., Ltd. |
References
- Haider, F.U.; Liqun, C.; Coulter, J.A.; Cheema, S.A.; Wu, J.; Zhang, R.Z.; Wen, J.M.; Farooq, M. Cadmium toxicity in plants: Impacts and remediation strategies. Ecotoxicol. Environ. Saf. 2021, 211, 111887. [Google Scholar] [CrossRef]
- Ndlovu, S.; Pullabhotla, R.V.S.R.; Ntuli, N.R. Response of Corchorus olitorius leafy vegetable to cadmium in the soil. Plants 2020, 9, 1200. [Google Scholar] [CrossRef] [PubMed]
- Zhang, W.; Pan, X.; Zhao, Q.; Zhao, T. Plant growth, antioxidative enzyme, and cadmium tolerance responses to cadmium stress in Canna orchioides. Hortic. Plant J. 2021, 7, 256–266. [Google Scholar] [CrossRef]
- Fan, P.; Wu, L.; Wang, Q.; Wang, Y.; Luo, H.; Song, J.; Yang, M.; Yao, H.; Chen, S. Physiological and molecular mechanisms of medicinal plants in response to cadmium stress: Current status and future perspective. J. Hazard. Mater. 2023, 450, 131008. [Google Scholar] [CrossRef]
- Wang, W.; Man, Z.; Li, X.; Zhao, Y.; Chen, R.; Pan, T.; Wang, L.; Dai, X.; Xiao, H.; Liu, F. Multi-phenotype response and cadmium detection of rice stem under toxic cadmium exposure. Sci. Total Environ. 2024, 917, 170585. [Google Scholar] [CrossRef] [PubMed]
- Yang, Z.; Wang, J.; Wang, W.; Zhang, H.; Wu, Y.; Gao, X.; Gao, D.; Li, X. Physiological, cytological and multi-omics analysis revealed the molecular response of Fritillaria cirrhosa to Cd toxicity in Qinghai-Tibet Plateau. J. Hazard. Mater. 2024, 472, 134611. [Google Scholar] [CrossRef]
- Huang, Y.; He, C.; Shen, C.; Guo, J.; Mubeen, S.; Yuan, J.; Yang, Z. Toxicity of cadmium and its health risks from leafy vegetable consumption. Food Funct. 2017, 8, 1373–1401. [Google Scholar] [CrossRef] [PubMed]
- Xu, H.; Fu, L.; Li, J.; Lin, X.; Chen, L.; Zhong, F.; Hou, M. A Method for Analyzing the Phenotypes of Nonheading Chinese Cabbage Leaves Based on Deep Learning and OpenCV Phenotype Extraction. Agronomy 2024, 14, 699. [Google Scholar] [CrossRef]
- Li, L.; Guo, B.; Feng, C.; Liu, H.; Lin, D. Growth, physiological, and temperature characteristics in Chinese cabbage pakchoi as affected by Cd-stressed conditions and identifying its main controlling factors using PLS model. BMC Plant Biol. 2022, 22, 571. [Google Scholar] [CrossRef]
- Xiao, Q.; Wang, S.; Chi, Y. Accumulation and chemical forms of cadmium in tissues of different vegetable crops. Agronomy 2023, 13, 680. [Google Scholar] [CrossRef]
- Zhang, L.; Gao, P.P.; Sun, X.; Liu, X.; Wang, S.; Zhang, K.; Han, X.; Duan, Y.; Zhang, Y.; Liu, W.-J. BrNramp1 contributes to cadmium and manganese uptake in Brassica rapa. Plant Soil 2025, 513, 1159–1173. [Google Scholar] [CrossRef]
- Priya, J.; Pandurangam, V. Induction of antioxidant system in response to cadmium imparts tolerance to toxicity stress in Brassica. Plant Physiol. Rep. 2021, 26, 749–753. [Google Scholar] [CrossRef]
- Małecka, A.; Konkolewska, A.; Hanć, A.; Ciszewska, L.; Staszak, A.M.; Jarmuszkiewicz, W.; Ratajczak, E. Activation of antioxidative and detoxificative systems in Brassica juncea L. plants against the toxicity of heavy metals. Sci. Rep. 2021, 11, 22345. [Google Scholar] [CrossRef]
- Wang, Y.; Tan, P.; Chang, L.; Yue, Z.; Zeng, C.; Li, M.; Liu, Z.; Dong, X.; Yan, M. Exogenous proline mitigates toxic effects of cadmium via the decrease of cadmium accumulation and reestablishment of redox homeostasis in Brassica juncea. BMC Plant Biol. 2022, 22, 182. [Google Scholar] [CrossRef]
- Wang, H.; Liu, J.; Huang, J.; Xiao, Q.; Hayward, A.; Li, F.; Gong, Y.; Liu, Q.; Ma, M.; Fu, D.; et al. Mapping and identifying candidate genes enabling cadmium accumulation in Brassica napus revealed by combined BSA-seq and RNA-seq analysis. Int. J. Mol. Sci. 2023, 24, 10163. [Google Scholar] [CrossRef]
- Guo, J.; Tan, X.; Fu, H.L.; Chen, J.X.; Lin, X.X.; Ma, Y.; Yang, Z.Y. Selection for Cd pollution-safe cultivars of Chinese kale (Brassica alboglabra LH Bailey) and biochemical mechanisms of the cultivar-dependent Cd accumulation involving in Cd subcellular distribution. J. Agric. Food Chem. 2018, 66, 1923–1934. [Google Scholar] [CrossRef]
- GB 5084-2021; Irrigation Water Quality Standards for Farmland. China Environmental Publishing Group: Beijing, China, 2021.
- Jia, Y.; Han, Y.; Liu, J.; Gao, F.; Liang, Q.; Yu, P.; Liu, C.; Zhang, X.; Su, B. Physiological adaptations to cadmium stresses and cadmium accumulation in lettuce. J. Agro-Environ. Sci. 2018, 37, 1610–1618. [Google Scholar] [CrossRef]
- Bankaji, I.; Kouki, R.; Dridi, N.; Fferreira, R.; Hidouri, S.; Duarte, B.; Sleimi, N.; Cacador, I. Comparison of digestion methods using atomic absorption spectrometry for the determination of metal levels in plants. Separations 2023, 10, 40. [Google Scholar] [CrossRef]
- Zhang, L.; Zhang, S. The quantitative impact of different leaf temperature determination on computed values of stomatal conductance and internal CO2 concentrations. Agric. For. Meteorol. 2019, 279, 107700. [Google Scholar] [CrossRef]
- Ye, L.; Wang, T.; Wu, R.; Zheng, C.; Zhan, L.; Chen, J.; Guo, S.; Chen, Y. Evaluation of Cold Resistance at Seedling Stage for 70 Peanut Genotypes Based on Photosynthetic Fluorescence Characteristics. Agronomy 2024, 14, 1699. [Google Scholar] [CrossRef]
- Saini, A.; Singh, J.; Kant, R. Comparative study of estimation methods for efficient extraction of chlorophyll a and carotenoids using different solvents. Bull. Pure Appl. Sci.-Bot. 2022, 41, 79–86. [Google Scholar] [CrossRef]
- Qu, K.; Wang, J.; Cheng, Y.; Bai, B.; Xia, X.; Geng, H. Identification of quantitative trait loci and candidate genes for grain superoxide dismutase activity in wheat. BMC Plant Biol. 2024, 24, 716. [Google Scholar] [CrossRef]
- Wu, L.; Jiang, Q.; Zhang, Y.; Du, M.; Ma, L.; Ma, Y. Peroxidase activity in tomato leaf cells under salt stress based on micro-hyperspectral imaging technique. Horticulturae 2022, 8, 813. [Google Scholar] [CrossRef]
- Wang, X.K. Principles and Techniques of Plant Physiological and Biochemical Experiments; Higher Education Press: Beijing, China, 2006. [Google Scholar]
- Hao, J.; Li, X.; Xu, G.; Huo, Y.; Yang, H. Exogenous progesterone treatment alleviates chilling injury in postharvest banana fruit associated with induction of alternative oxidase and antioxidant defense. Food Chem. 2019, 286, 329–337. [Google Scholar] [CrossRef]
- Wilkinson, L.; Friendly, M. The History of the Cluster Heat Map. Am. Stat. 2009, 63, 179–184. [Google Scholar] [CrossRef]
- Wang, T.; Huang, Y.; Chen, Y.; Liao, S. Effects of cadmium stress on growth, physiological characteristics and cadmium enrichment and transport of lettuce. J. Northwest A&F Univ. (Nat. Sci. Ed.) 2024, 52, 115–124. [Google Scholar] [CrossRef]
- Yuan, P.; Xue, M.; Xiong, Y.; Zhai, Y.; Xu, H. Analysis and Application of High-throughput Plant Phenotypic Big Data Collected from Unmanned Aerial Vehicles. J. Agric. Big Data 2021, 3, 62–75. [Google Scholar]
- Du, Y.; Zhang, D.; Chen, H.; Wu, J.; Zhou, D.; Jin, D.; Yan, M. Effect of cadmium stress on the soil fungal communities of two oilseed rape species. Microbiol. China 2021, 48, 4030–4045. [Google Scholar]
- Liu, Y.; Lu, M.; Tao, Q.; Luo, J.; Li, J.; Guo, X.; Liang, Y.; Yang, X.; Li, T. A comparative study of root cadmium radial transport in seedlings of two wheat (Triticum aestivum L.) genotypes differing in grain cadmium accumulation. Environ. Pollut. 2020, 266, 115235. [Google Scholar] [CrossRef]
- McInturf, S.A.; Khan, M.A.; Gokul, A.; CastroGuerrero, N.A.; Hoehner, R.; Li, J.; MendozaCózatl, D.G. Cadmium interference with iron sensing reveals transcriptional programs sensitive and insensitive to reactive oxygen species. J. Exp. Bot. 2021, 73, 324–338. [Google Scholar] [CrossRef]
- Xiao, X.; Li, M.; Long, J.; Zhang, M.; Fan, S.; Wu, C. Relationship of Active Oxygen, Antioxidant Enzyme Activity and Autophagy under Cd Stress in Pakchoi. Acta Agric. Univ. Jiangxiensis 2019, 41, 873–880. [Google Scholar] [CrossRef]
- Zhuang, J.; Wang, Q. Estimating Leaf Chlorophyll Fluorescence Parameters Using Partial Least Squares Regression with Fractional-Order Derivative Spectra and Effective Feature Selection. Remote Sens. 2025, 17, 833. [Google Scholar] [CrossRef]
- Jat, M.; Ray, M.; Ahmad, M.A.; Prakash, P. Unravelling the photosynthetic dynamics and fluorescence parameters under ameliorative effects of 24-epibrassinolide in wheat (Triticum aestivum L.) grown under heat stress regime. Sci. Rep. 2024, 14, 79676. [Google Scholar] [CrossRef]
- Szymańska, R.; Ślesak, I.; Orzechowska, A.; Jerzy, K. Physiological and biochemical responses to high light and temperature stress in plants. Environ. Exp. Bot. 2017, 139, 165–177. [Google Scholar] [CrossRef]
- Ganguly, D.R.; Crisp, P.A.; Eichten, S.R.; Pogson, B.J. The Arabidopsis DNA Methylome Is Stable under Transgenerational Drought Stress. Plant Physiol. 2017, 175, 1893–1912. [Google Scholar] [CrossRef]
- Luo, H.; Fei, H.; Cao, G.; Chen, X.; Liu, L.; Ye, Y. Effect of low phosphorus and aluminum stress on photosynthesis and chlorophyll fluorescence characteristics of Chinese fir (Cunninghamia). Subtrop. Agric. Res. 2018, 14, 229–235. [Google Scholar]
- Busch, F.A.; Ainsworth, E.A.; Amtmann, A.; Cavanagh, A.P.; Driever, S.M.; Ferguson, J.N.; Kromdijk, J.; Lawson, T.; Leakey, A.D.B.; Matthews, J.S.A.; et al. A guide to photosynthetic gas exchange measurements: Fundamental principles, best practice and potential pitfalls. Plant Cell Environ. 2024, 47, 3344–3364. [Google Scholar]
- Hussain, S.B.; Stinziano, J.; Pierre, M.O.; Vincent, C. Accurate photosynthetic parameter estimation at low stomatal conductance: Effects of cuticular conductance and instrumental noise. Photosynth. Res. 2024, 160, 111–124. [Google Scholar] [CrossRef] [PubMed]
- Gao, P.; Lu, M.; Yang, Y.; Li, H.; Tian, S.; Hu, J. A predictive model of photosynthetic rates for eggplants: Integrating physiological and environmental parameters. Comput. Electron. Agric. 2025, 234, 110241. [Google Scholar] [CrossRef]
- Tominaga, J.; Shimada, H.; Kawamitsu, Y. Direct measurement of intercellular CO2 concentration in a gas-exchange system resolves overestimation using the standard method. J. Exp. Bot. 2018, 69, 1981–1991. [Google Scholar] [CrossRef]
- Zhou, X.; Huang, H.; Zhang, J.; Ma, B.; Lu, G.; Qi, J.; Zhang, T.; Zhu, Z. Effects of salt stress on photosynthetic characteristics of Gymnocarpos przewalskii seedlings. Acta Pratacult. Sin. 2023, 32, 75–83. [Google Scholar]
- Liang, T.; Liu, C.; Kang, J.; Jing, Z.; Lv, J. Effects of Sulfur on Cadmium Accumulation, Photosynthesis and Some Other Physiological Characteristics of Pakchoi (Brassica chinensis L.) Under Cadmium Stresses. J. Agro-Environ. Sci. 2015, 34, 1455–1463. [Google Scholar]
- Zhang, X.; Lu, X.; Dai, M.; Fan, Y.; Yang, Z.; Sun, Y.; Yu, X.; Song, R.; Zhang, M.; Lan, H.; et al. Citrate accumulation mediated through GhCS6 enhances antioxidant modulation under Cd2+ stress in cotton. Plant Physiol. Biochem. 2025, 228, 110226. [Google Scholar] [CrossRef]
- Dadhich, A.; Sharma, M.M. Remediation of cadmium-contaminated soil using Bacopa monnieri (L.) Wettst. Synergistic role of salicylic and jasmonic acids in Phytostabilisation and neuroprotective bacoside A biosynthesis. Curr. Res. Biotechnol. 2025, 10, 100347. [Google Scholar] [CrossRef]
- Qian, Y.; Hu, Z.; Cheng, Z.; Tao, J.; Zhao, D. PlPOD45 positively regulates high-temperature tolerance of herbaceous peony by scavenging reactive oxygen species. Physiol. Mol. Biol. Plants 2024, 30, 1581–1592. [Google Scholar] [CrossRef]
- González-Gordo, S.; Rodríguez-Ruiz, M.; Palma, J.M.; Corpas, F.J. Comparative analysis of catalase activity in plants: Spectrophotometry and native PAGE approaches. In ROS Signaling in Plants: Methods and Protocols; Springer: New York, NY, USA, 2024; pp. 213–221. [Google Scholar]
- Tao, L.; Wang, H.; Guo, Z.; Lu, Y.; Wu, J.; Liu, H.; Li, J.; Zhang, W.; Zhang, H.; Zhou, G.; et al. Cadmium-triggered degradation of auxin transporters inhibits root elongation in Arabidopsis. Plant Physiol. Biochem. 2025, 229, 110703. [Google Scholar] [CrossRef]
- Morales, M.; Munné-Bosch, S. Malondialdehyde assays in higher plants. In ROS Signaling in Plants: Methods and Protocols; Springer: New York, NY, USA, 2024; pp. 79–100. [Google Scholar]
- Pais, I.P.; Moreira, R.; Semedo, J.N.; Ramalho, J.C.; Lidon, F.C.; Coutinho, J.; Maçãs, B.; Scotti-Campos, P. Wheat Crop under Waterlogging: Potential Soil and Plant Effects. Plants 2022, 12, 149. [Google Scholar] [CrossRef]
- Ehsan, S.; Ali, S.; Noureen, S.; Mahmood, K.; Farid, M.; Ishaque, W.; Shakoor, M.B.; Rizwan, M. Citric acid assisted phytoremediation of cadmium by Brassica napus L. Ecotoxicol. Environ. Saf. 2014, 106, 164–172. [Google Scholar] [CrossRef]
- Zhou, M.; Zheng, S.; Liu, R.; Lu, J.; Lu, L.; Zhang, C.; Liu, Z.; Luo, C.; Zhang, L.; Wu, Y. Comparative analysis of root transcriptome profiles between low- and high-cadmium-accumulating genotypes of wheat in response to cadmium stress. Funct. Integr. Genom. 2018, 19, 281–294. [Google Scholar] [CrossRef]
- Rizwan, M.; Ali, S.; Adrees, M.; Rizvi, H.; Zia-ur-Rehman, M.; Hannan, F.; Qayyum, M.F.; Hafeez, F.; Ok, Y.S. Cadmium stress in rice: Toxic effects, tolerance mechanisms, and management: A critical review. Environ. Sci. Pollut. Res. 2016, 23, 17859–17879. [Google Scholar] [CrossRef] [PubMed]
- Cao, L.; Jiang, N.; Li, B.; Deng, J.; Duan, Y.; Zu, Y.; Li, Z. Characterization of Cd and As accumulation and subcellular distribution in different varieties of perennial ryegrasses. BMC Plant Biol. 2025, 25, 508. [Google Scholar] [CrossRef]
- Zhang, D.; Du, Y.; Wu, J.; Zhou, D.; Liu, L.; Liu, Z.; Yan, M. Effect of cadmium stress on plant growth and gene expression in Brassica napus seedlings. Chin. J. Oil Crop Sci. 2022, 42, 613–622. [Google Scholar] [CrossRef]
- Bo, W.; Wang, S.; Kang, H.; Wang, J.; Xue, X. Effects of lead stress on the growth and physio-biochemistry of Iris ensata. J. For. Environ. 2021, 41, 373–381. [Google Scholar]
- Zhang, P.; Yuan, P.; Wang, X.; Guo, Y.; Xue, L.; Feng, B.; Zhang, X. Effects of Cadmium on Growth and Resistance Physiological of Panicum miliaceum L. Seedlings. Mol. Plant Breed. 2023, 21, 1279–1286. [Google Scholar] [CrossRef]
- Lin, K.; Zeng, M.; Williams, D.V.; Hu, W.; Shabala, S.; Zhou, M.; Cao, F. Integration of Transcriptome and Metabolome Analyses Reveals the Mechanistic Basis for Cadmium Accumulation in Maize. iScience 2022, 25, 105484. [Google Scholar] [CrossRef] [PubMed]












| Indicator | T1 | T2 | T3 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 24 h | 96 h | 192 h | 24 h | 96 h | 192 h | 24 h | 96 h | 192 h | ||
| Aerial Part Cd Content (mg/kg) | Min | 7.13 | 10.62 | 33.74 | 8.03 | 23.63 | 40.77 | 11.02 | 33.8 | 26.32 |
| Max | 57.61 | 92.4 | 86.01 | 52.48 | 130.05 | 135.1 | 111.05 | 223.17 | 232.18 | |
| Mean | 18.25 | 33.14 | 54.00 | 23.63 | 48.99 | 67.34 | 35.97 | 88.61 | 90.68 | |
| SD | 7.15 | 13.74 | 13.19 | 9.79 | 20.87 | 16.48 | 16.29 | 41.12 | 36.92 | |
| CV | 39.20% | 41.46% | 24.42% | 41.43% | 42.60% | 24.47% | 45.29% | 46.40% | 40.72% | |
| Underground Part Cd Content (mg/kg) | Min | 693.44 | 696.09 | 313.68 | 292.43 | 1007.16 | 523.74 | 1019.95 | 1856.97 | 314.33 |
| Max | 4746.65 | 3216.84 | 2206.98 | 12,029.27 | 4637.02 | 4959.12 | 17,126.89 | 13,612.04 | 9146.86 | |
| Mean | 1634.77 | 1494.00 | 798.96 | 2222.6 | 2531.31 | 1552.37 | 3979.54 | 4014.11 | 2388.91 | |
| SD | 1003.53 | 585.39 | 394.47 | 1788.32 | 785.40 | 1007.94 | 3359 | 1739.03 | 1658.14 | |
| CV | 61.39% | 39.18% | 49.37% | 80.46% | 31.03% | 64.93% | 84.41% | 43.32% | 69.41% | |
| Indicator | T1 | T2 | T3 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 24 h | 96 h | 192 h | 24 h | 96 h | 192 h | 24 h | 96 h | 192 h | |
| Min | 0.0016 | 0.0069 | 0.0188 | 0.0022 | 0.0059 | 0.0136 | 0.0020 | 0.0055 | 0.0133 |
| Max | 0.0800 | 0.0799 | 0.1920 | 0.0524 | 0.0699 | 0.1367 | 0.0613 | 0.0774 | 0.6006 |
| Mean | 0.0148 | 0.0249 | 0.0825 | 0.0149 | 0.0215 | 0.0580 | 0.0131 | 0.0251 | 0.0591 |
| SD | 0.0107 | 0.0130 | 0.0391 | 0.0091 | 0.0120 | 0.0304 | 0.0090 | 0.0145 | 0.0187 |
| CV | 72.3% | 52.2% | 47.4% | 61.1% | 55.8% | 52.4% | 68.7% | 57.8% | 31.6% |
| Concentration/Variety | Total Leaf Area (cm2) | |||
|---|---|---|---|---|
| Cd Stress 24 h | Cd Stress 48 h | Cd Stress 96 h | Cd Stress 192 h | |
| CK(GX-61) | 153.60 ± 25.15 bc | 203.5 ± 14.69 bc | 208.67 ± 61.49 a | 267.92 ± 49.49 b |
| T1(GX-61) | 134.02 ± 7.58 abc | 205.51 ± 26.54 bc | 210.96 ± 69.13 a | 156.88 ± 43.70 bc |
| T2(GX-61) | 230.36 ± 40.01 c | 276.18 ± 10.42 a | 209.95 ± 47.22 a | 155.24 ± 40.62 bc |
| T3(GX-61) | 232.94 ± 24.67 ab | 110.64 ± 25.95 d | 105.76 ± 46.82 b | 92.15 ± 6.90 c |
| CK(GX-05) | 181.00 ± 51.73 a | 213.33 ± 17.60 bc | 239.58 ± 47.29 a | 392.98 ± 78.88 a |
| T1(GX-05) | 205.89 ± 15.49 ab | 193.33 ± 10.12 c | 202.77 ± 7.20 a | 224.26 ± 71.34 b |
| T2(GX-05) | 214.68 ± 18.25 a | 248.55 ± 35.41 ab | 238.7 ± 14.64 a | 219.26 ± 43.64 b |
| T3(GX-05) | 229.96 ± 51.68 a | 234.37 ± 50.96 abc | 238.33 ± 66.47 a | 214.00 ± 109.91 b |
| Concentration/Variety | Canopy Area (cm2) | |||
|---|---|---|---|---|
| Cd Stress 24 h | Cd Stress 48 h | Cd Stress 96 h | Cd Stress 192 h | |
| CK(GX-61) | 363.10 ± 35.85 a | 332.09 ± 38.58 a | 436.17 ± 36.47 a | 485.96 ± 17.97 a |
| T1(GX-61) | 231.91 ± 38.05 c | 243.80 ± 31.99 a | 242.05 ± 42.34 b | 306.85 ± 83.96 ab |
| T2(GX-61) | 297.83 ± 68.62 abc | 306.27 ± 62.38 a | 351.61 ± 95.73 ab | 417.45 ± 118.19 ab |
| T3(GX-61) | 266.52 ± 19.78 abc | 274.06 ± 11.03 a | 305.97 ± 20.64 ab | 326.87 ± 112.33 ab |
| CK(GX-05) | 323.24 ± 62.06 abc | 343.55 ± 104.76 a | 440.11 ± 133.72 a | 395.86 ± 33.65 ab |
| T1(GX-05) | 340.92 ± 61.08 ab | 344.31 ± 36.49 a | 425.43 ± 32.00 a | 282.16 ± 85.79 b |
| T2(GX-05) | 307.62 ± 45.66 abc | 325.81 ± 34.61 a | 424.15 ± 44.43 a | 293.90 ± 80.35 b |
| T3(GX-05) | 258.36 ± 50.64 bc | 323.89 ± 131.31 a | 334.28 ± 148.94 ab | 237.86 ± 155.65 b |
| Concentration/Variety | Chlorophyll a Content (mg/g) | |||
|---|---|---|---|---|
| Cd Stress 24 h | Cd Stress 48 h | Cd Stress 96 h | Cd Stress 192 h | |
| CK(GX-61) | 0.744 ± 0.002 d | 0.873 ± 0.002 c | 1.070 ± 0.005 b | 1.011 ± 0.002 a |
| T1(GX-61) | 1.040 ± 0.002 a | 1.022 ± 0.004 b | 0.777 ± 0.003 c | 0.514 ± 0.003 d |
| T2(GX-61) | 0.763 ± 0.002 c | 0.914 ± 0.001 b | 0.929 ± 0.002 a | 0.68 ± 0.002 d |
| T3(GX-61) | 0.821 ± 0.002 a | 0.778 ± 0.002 b | 0.718 ± 0.003 c | 0.427 ± 0.002 d |
| CK(GX-05) | 0.769 ± 0.002 c | 0.804 ± 0.002 b | 0.986 ± 0.001 a | 0.681 ± 0.001 d |
| T1(GX-05) | 0.739 ± 0.002 c | 0.673 ± 0.002 b | 0.53 ± 0.006 a | 0.58 ± 0.002 d |
| T2(GX-05) | 0.767 ± 0.001 b | 0.796 ± 0.001 a | 0.727 ± 0.005 c | 0.422 ± 0.002 d |
| T3(GX-05) | 0.835 ± 0.002 a | 0.755 ± 0.001 b | 0.698 ± 0.003 c | 0.296 ± 0.002 d |
| Concentration/Variety | Chlorophyll b Content (mg/g) | |||
|---|---|---|---|---|
| Cd Stress 24 h | Cd Stress 48 h | Cd Stress 96 h | Cd Stress 192 h | |
| CK(GX-61) | 0.233 ± 0.006 c | 0.292 ± 0.002 b | 0.335 ± 0.005 a | 0.339 ± 0.006 a |
| T1(GX-61) | 0.335 ± 0.002 a | 0.334 ± 0.006 a | 0.251 ± 0.003 b | 0.175 ± 0.002 c |
| T2(GX-61) | 0.250 ± 0.001 c | 0.289 ± 0.003 b | 0.312 ± 0.002 a | 0.232 ± 0.002 d |
| T3(GX-61) | 0.255 ± 0.002 a | 0.257 ± 0.007 a | 0.228 ± 0.002 b | 0.140 ± 0.005 c |
| CK(GX-05) | 0.239 ± 0.002 b | 0.230 ± 0.003 c | 0.294 ± 0.003 a | 0.217 ± 0.003 d |
| T1(GX-05) | 0.226 ± 0.003 a | 0.213 ± 0.003 b | 0.177 ± 0.009 c | 0.213 ± 0.006 b |
| T2(GX-05) | 0.232 ± 0.001 b | 0.248 ± 0.001 a | 0.233 ± 0.005 b | 0.161 ± 0.004 c |
| T3(GX-05) | 0.251 ± 0.002 a | 0.245 ± 0.001 a | 0.218 ± 0.004 b | 0.115 ± 0.006 c |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 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.
Share and Cite
Chang, P.; Wang, S.; Xu, H.; Chen, Y.; Wei, A.; Wu, S. Effects of Cadmium Stress on Phenotypic Traits, Photosynthetic Performance, and Physiological and Biochemical Responses in Non-Heading Chinese Cabbage. Horticulturae 2026, 12, 116. https://doi.org/10.3390/horticulturae12010116
Chang P, Wang S, Xu H, Chen Y, Wei A, Wu S. Effects of Cadmium Stress on Phenotypic Traits, Photosynthetic Performance, and Physiological and Biochemical Responses in Non-Heading Chinese Cabbage. Horticulturae. 2026; 12(1):116. https://doi.org/10.3390/horticulturae12010116
Chicago/Turabian StyleChang, Pengyan, Songliang Wang, Haobin Xu, Yongkuai Chen, Anni Wei, and Shuijin Wu. 2026. "Effects of Cadmium Stress on Phenotypic Traits, Photosynthetic Performance, and Physiological and Biochemical Responses in Non-Heading Chinese Cabbage" Horticulturae 12, no. 1: 116. https://doi.org/10.3390/horticulturae12010116
APA StyleChang, P., Wang, S., Xu, H., Chen, Y., Wei, A., & Wu, S. (2026). Effects of Cadmium Stress on Phenotypic Traits, Photosynthetic Performance, and Physiological and Biochemical Responses in Non-Heading Chinese Cabbage. Horticulturae, 12(1), 116. https://doi.org/10.3390/horticulturae12010116
