Continuous Cropping Chinese Chive Alters Rhizosphere Metabolites and Microbial Communities
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Site and Soil Sampling
2.2. Soil Physicochemical Properties
2.3. Soil Enzyme Activities
2.4. Microbial Community Analysis by High-Throughput Sequencing
2.5. Non-Targeted Metabolomic Analysis
2.6. Data Processing and Statistical Analysis
2.7. Use of AI-Assisted Technology
3. Results
3.1. Soil Physicochemical Properties
3.2. Soil Enzyme Activities
3.3. Soil Microbial Communities
3.3.1. Soil Microbial Diversity
3.3.2. Soil Microbial Composition and Structure
3.4. Metabolomic Analysis of Rhizosphere Metabolites
3.4.1. Effects of Continuous Cropping on the Rhizosphere Metabolites Composition
3.4.2. KEGG Enrichment of Differential Metabolites Under Continuous Cropping
3.5. Correlation Analysis of Differential Metabolites and Microbial Communities
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Xie, B.; Xiao, X.; Li, H.; Wei, S.; Li, J.; Gao, Y.; Yu, J. Moderate Salinity of Nutrient Solution Improved the Nutritional Quality and Flavor of Hydroponic Chinese Chives (Allium tuberosum Rottler). Foods 2023, 12, 204. [Google Scholar] [CrossRef] [Scilit]
- Liu, N.; Hu, M.; Liang, H.; Tong, J.; Xie, L.; Wang, B.; Ji, Y.; Han, B.; He, H.; Liu, M.; et al. Physiological, transcriptomic, and metabolic analyses reveal that mild salinity improves the growth, nutrition, and flavor properties of hydroponic Chinese chive (Allium tuberosum Rottler ex Spr). Front. Nutr. 2022, 9, 1000271. [Google Scholar] [CrossRef] [Scilit]
- Haq, M.Z.U.; Yu, J.; Yao, G.; Yang, H.; Iqbal, H.A.; Tahir, H.; Cui, H.; Liu, Y.; Wu, Y. A Systematic Review on the Continuous Cropping Obstacles and Control Strategies in Medicinal Plants. Int. J. Mol. Sci. 2023, 24, 12470. [Google Scholar] [CrossRef] [Scilit]
- Yan, W.; Liu, X.; Cao, S.; Yu, J.; Zhang, J.; Yao, G.; Yang, H.; Yang, D.; Wu, Y. Molecular basis of Pogostemon cablin responding to continuous cropping obstacles revealed by integrated transcriptomic, miRNA and metabolomic analyses. Ind. Crop Prod. 2023, 200, 116862. [Google Scholar] [CrossRef] [Scilit]
- Liao, J.; Xia, P. Continuous cropping obstacles of medicinal plants: Focus on the plant-soil-microbe interaction system in the rhizosphere. Sci. Hortic. 2024, 328, 112927. [Google Scholar] [CrossRef] [Scilit]
- Li, H.; Yang, Y.; Lei, J.; Gou, W.; Crabbe, M.J.C.; Qi, P. Effects of Continuous Cropping of Codonopsis pilosula on Rhizosphere Soil Microbial Community Structure and Metabolomics. Agronomy 2024, 14, 2014. [Google Scholar] [CrossRef] [Scilit]
- Shen, W.; Hu, M.; Qian, D.; Xue, H.; Gao, N.; Lin, X. Microbial deterioration and restoration in greenhouse-based intensive vegetable production systems. Plant Soil 2021, 463, 1–18. [Google Scholar] [CrossRef] [Scilit]
- Gong, B.; He, Y.; Luo, Z.; Peng, H.; Cai, H.; Zhu, Y.; Bin, J.; Ding, M. Response of rhizosphere soil physicochemical properties and microbial community structure to continuous cultivation of tobacco. Ann. Microbiol. 2024, 74, 4. [Google Scholar] [CrossRef] [Scilit]
- Wang, J.; Li, M.; Zhou, Q.; Zhang, T. Effects of continuous cropping Jiashi muskmelon on rhizosphere microbial community. Front. Microbiol. 2023, 13, 1086334. [Google Scholar] [CrossRef] [Scilit]
- Li, Y.; Shi, C.; Wei, D.; Gu, X.; Wang, Y.; Sun, L.; Cai, S.; Hu, Y.; Jin, L.; Wang, W. Soybean continuous cropping affects yield by changing soil chemical properties and microbial community richness. Front. Microbiol. 2022, 13, 1083736. [Google Scholar] [CrossRef] [Scilit]
- Gu, Y.; Wang, Y.; Wang, P.; Wang, C.; Ma, J.; Yang, X.; Ma, D.; Li, M. Study on the Diversity of Fungal and Bacterial Communities in Continuous Cropping Fields of Chinese Chives (Allium tuberosum). BioMed. Res. Int. 2020, 2020, 3589758. [Google Scholar] [CrossRef] [Scilit]
- Liu, Y.; Evans, S.E.; Friesen, M.L.; Tiemann, L.K. Root exudates shift how N mineralization and N fixation contribute to the plant-available N supply in low fertility soils. Soil Biol. Biochem. 2022, 165, 108541. [Google Scholar] [CrossRef] [Scilit]
- Anderson, H.M.; Cagle, G.A.; Majumder, E.L.W.; Silva, E.; Dawson, J.; Simon, P.; Freedman, Z.B. Root exudation and rhizosphere microbial assembly are influenced by novel plant trait diversity in carrot genotypes. Soil Biol. Biochem. 2024, 197, 109516. [Google Scholar] [CrossRef] [Scilit]
- Shi, H.; Yang, J.; Li, Q.; PinChu, C.; Song, Z.; Yang, H.; Luo, Y.; Liu, C.; Fan, W. Diversity and correlation analysis of different root exudates on the regulation of microbial structure and function in soil planted with Panax notoginseng. Front. Microbiol. 2023, 14, 1282689. [Google Scholar] [CrossRef] [Scilit]
- Pang, Z.; Xu, P. Probiotic model for studying rhizosphere interactions of root exudates and the functional microbiome. ISME J. 2024, 18, wrae223. [Google Scholar] [CrossRef] [Scilit]
- Ma, H.; Ren, Z.; Luo, A.; Fang, X.; Liu, R.; Wu, C.; Shi, X.; Li, J.; Lv, H.; Sun, X.; et al. Self-alleviation of continuous-cropping obstacles in potato via root-exudate-driven recruitment of growth-promoting bacteria. Plant Commun. 2025, 6, 101372. [Google Scholar] [CrossRef] [Scilit]
- Liu, Y.; Lu, R.; Tian, G.; Li, X.; Zhao, S.; Luo, L.; Ye, C.; Mei, X.; Zhu, S.; Yang, M. Root-secreted saponins weaken soil disease suppression ability by shaping rhizosphere microbial communities in Panax notoginseng. Microbiol. Res. 2025, 299, 128263. [Google Scholar] [CrossRef] [Scilit]
- Huang, W.; Sun, D.; Wang, R.; An, Y. Integration of Transcriptomics and Metabolomics Reveals the Responses of Sugar Beet to Continuous Cropping Obstacle. Front. Plant Sci. 2021, 12, 711333. [Google Scholar] [CrossRef] [Scilit]
- Li, Z.; Lian, D.; Zhang, S.; Yao, Y.; Lin, B.; Hong, J.; Wu, S.; Li, H. Continuous Cropping Duration Alters Green Pepper Root Exudate Composition and Triggers Rhizosphere Feedback Inhibition. Agronomy 2025, 15, 2010. [Google Scholar] [CrossRef] [Scilit]
- Wang, R.; Liu, J.; Jiang, W.; Ji, P.; Li, Y. Metabolomics and Microbiomics Reveal Impacts of Rhizosphere Metabolites on Alfalfa Continuous Cropping. Front. Microbiol. 2022, 13, 833968. [Google Scholar] [CrossRef] [Scilit]
- Wang, Y.; Wang, Y.; Li, J.; Cai, Y.; Hu, M.; Lin, W.; Wu, Z. Effects of continuous monoculture on rhizosphere soil nutrients, growth, physiological characteristics, hormone metabolome of Casuarina equisetifolia and their interaction analysis. Heliyon 2024, 10, e26078. [Google Scholar] [CrossRef] [Scilit]
- Lv, H.; Rui, S.; LingLing, H.; YueChen, L.; Xu, D.; MingXia, W.; QiAn, Z.; Li, J.; Ding, Q.; CongSheng, Y.; et al. Continuous watermelon cropping impairs plant growth by modifying soil biochemistry and rhizosphere microbial communities. Front. Microbiol. 2025, 16, 1648481. [Google Scholar] [CrossRef] [Scilit]
- Ji, W.; Zhang, N.; Su, W.; Wang, X.; Liu, X.; Wang, Y.; Chen, K.; Ren, L. The impact of continuous cultivation of Ganoderma lucidum on soil nutrients, enzyme activity, and fruiting body metabolites. Sci. Rep. 2024, 14, 10097. [Google Scholar] [CrossRef] [Scilit]
- Pang, Z.; Dong, F.; Liu, Q.; Lin, W.; Hu, C.; Yuan, Z. Soil Metagenomics Reveals Effects of Continuous Sugarcane Cropping on the Structure and Functional Pathway of Rhizospheric Microbial Community. Front. Microbiol. 2021, 12, 627569. [Google Scholar] [CrossRef] [Scilit]
- Zhang, J.; Luo, S.; Yao, Z.; Zhang, J.; Chen, Y.; Sun, Y.; Wang, E.; Ji, L.; Li, Y.; Tian, L.; et al. Effect of Different Types of Continuous Cropping on Microbial Communities and Physicochemical Properties of Black Soils. Diversity 2022, 14, 954. [Google Scholar] [CrossRef] [Scilit]
- Zhang, Y.; Wang, B.; Wang, G.; Zheng, Z.; Chen, Y.; Li, O.; Peng, Y.; Hu, X. Acidification induce chemical and microbial variation in tea plantation soils and bacterial degradation of the key acidifying phenolic acids. Arch. Microbiol. 2024, 206, 239. [Google Scholar] [CrossRef] [Scilit]
- Yang, B.; Feng, C.; Jiang, H.; Chen, Y.; Ding, M.; Dai, H.; Zhai, Z.; Yang, M.; Liang, T.; Zhang, Y. Effects of long-term continuous cropping on microbial community structure and function in tobacco rhizosphere soil. Front. Microbiol. 2025, 16, 1496385. [Google Scholar] [CrossRef] [Scilit]
- Huang, Y.; Gan, K.; Lin, W.; Yan, Z.; Wei, S.; Shi, L.; Zhang, Z. Continuous cropping alters rhizosphere microbial communities and soil properties reducing Curcuma kwangsiensis yield. Sci. Rep. 2025, 15, 39668. [Google Scholar] [CrossRef] [Scilit]
- Zhou, Y.; Biro, A.; Wong, M.Y.; Batterman, S.A.; Staver, A.C. Fire decreases soil enzyme activities and reorganizes microbially mediated nutrient cycles: A meta-analysis. Ecology 2022, 103, e3807. [Google Scholar] [CrossRef] [Scilit]
- Zhang, P.; Xia, L.; Sun, Y.; Gao, S. Soil nutrients and enzyme activities based on millet continuous cropping obstacles. Sci. Rep. 2024, 14, 17329. [Google Scholar] [CrossRef] [Scilit]
- Zhang, Y.; Wang, J.; Zhao, Y.; Liu, J. Effect of continuous lily cropping on rhizosphere microbial structures. Front. Microbiol. 2025, 16, 1658893. [Google Scholar] [CrossRef] [Scilit]
- Li, M.; Chen, X.; Cui, Y.; Yue, X.; Qi, L.; Huang, Y.; Zhu, C. Mechanism of soil microbial community degradation under long-term tomato monoculture in greenhouse. Front. Microbiol. 2025, 16, 1587397. [Google Scholar] [CrossRef] [Scilit]
- Gao, Z.; Hu, Y.; Han, M.; Xu, J.; Wang, X.; Liu, L.; Tang, Z.; Jiao, W.; Jin, R.; Liu, M.; et al. Effects of continuous cropping of sweet potatoes on the bacterial community structure in rhizospheric soil. BMC Microbiol. 2021, 21, 102. [Google Scholar] [CrossRef] [Scilit]
- Xi, H.; Shen, J.; Qu, Z.; Yang, D.; Liu, S.; Nie, X.; Zhu, L. Effects of Long-term Cotton Continuous Cropping on Soil Microbiome. Sci. Rep. 2019, 9, 18297. [Google Scholar] [CrossRef] [Scilit]
- Manici, L.M.; Caputo, F.; De Sabata, D.; Fornasier, F. The enzyme patterns of Ascomycota and Basidiomycota fungi reveal their different functions in soil. Appl. Soil. Ecol. 2024, 196, 105323. [Google Scholar] [CrossRef] [Scilit]
- Han, R.; Shi, Y.; Wang, H.; Kuang, Z.; Hailati, D.; Shen, Z.; Ma, Y.; Xue, N. Impacts of continuous melon cropping on soil properties and microbial network restructuring. J. Arid Land 2025, 17, 1458–1481. [Google Scholar] [CrossRef] [Scilit]
- Haq, M.Z.U.; Bai, Z.; Gu, G.; Liu, Y.; Yang, D.; Yang, H.; Yu, J.; Wu, Y. Continuous cropping obstacles in medicinal plants: Driven by soil microbial communities and root exudates. A review. Plant Sci. 2025, 359, 112686. [Google Scholar] [CrossRef] [Scilit]
- Li, A.; Jin, K.; Zhang, Y.; Deng, X.; Chen, Y.; Wei, X.; Hu, B.; Jiang, Y. Root exudates and rhizosphere microbiota in responding to long-term continuous cropping of tobacco. Sci. Rep. 2024, 14, 11274. [Google Scholar] [CrossRef] [Scilit]
- Ma, H.; Li, J.; Luo, A.; Lv, H.; Ren, Z.; Yang, H.; Fang, X.; Shahzad, M.A.; Qu, H.; Zhang, K.; et al. Vanillin, a Newly Discovered Autotoxic Substance in Long-Term Potato Continuous Cropping Soil, Inhibits Plant Growth by Decreasing the Root Auxin Content and Reducing Adventitious Root Numbers. J. Agric. Food Chem. 2023, 71, 16993–17004. [Google Scholar] [CrossRef] [Scilit]
- Chakraborty, N.; Mitra, R.; Dasgupta, D.; Ganguly, R.; Acharya, K.; Minkina, T.; Popova, V.; Churyukina, E.; Keswani, C. Unraveling lipid peroxidation-mediated regulation of redox homeostasis for sustaining plant health. Plant Physiol. Biochem. 2024, 206, 108272. [Google Scholar] [CrossRef] [Scilit]
- Iuchi, K.; Takai, T.; Hisatomi, H. Cell Death via Lipid Peroxidation and Protein Aggregation Diseases. Biology 2021, 10, 399. [Google Scholar] [CrossRef] [Scilit]
- Liu, Y.; Xie, M.; Xue, T.; Sui, X.; Sun, H.; Li, C.; Song, F. Short-term continuous cropping leads to a decline in rhizosphere soil fertility by modulating the perilla root exudates. Rhizosphere 2024, 32, 100966. [Google Scholar] [CrossRef] [Scilit]
- Wu, B.; Shi, S.; Zhang, H.; Lu, B.; Nan, P.; Yun, A. Anabolic metabolism of autotoxic substance coumarins in plants. PeerJ 2023, 11, e16508. [Google Scholar] [CrossRef] [Scilit]
- Wu, B.; Shi, S.; Zhang, H.; Du, Y.; Jing, F. Study on the Key Autotoxic Substances of Alfalfa and Their Effects. Plants 2023, 12, 3263. [Google Scholar] [CrossRef] [Scilit]
- Zhou, Y.; Liu, Y.; Jiang, C.; El-Desouki, Z.; Riaz, M.; Wang, C.; Zhang, X.; Ding, J.; Chen, Z.; Liu, H.; et al. Effects of Exogenous Application of Phenolic Acid on Soil Nutrient Availability, Enzyme Activities, and Microbial Communities. Agriculture 2025, 15, 1067. [Google Scholar] [CrossRef] [Scilit]
- Kanjana, N.; Li, Y.; Shen, Z.; Mao, J.; Zhang, L. Effect of phenolics on soil microbe distribution, plant growth, and gall formation. Sci. Total Environ. 2024, 924, 171329. [Google Scholar] [CrossRef] [Scilit]
- Aliotta, G.; Cafiero, G.; Fiorentino, A.; Strumia, S. Inhibition of radish germination and root growth by coumarin and phenylpropanoids. J. Chem. Ecol. 1993, 19, 175–183. [Google Scholar] [CrossRef] [Scilit]
- Lu, C.; Qian, G.; Luo, L.; Peng, Y.; Ren, H.; Yan, B.; Xu, Y. Elucidation of Mechanism of Soil Degradation Caused by Continuous Cropping of Dictyophora rubrovalvata Using Metagenomic and Metabolomic Technologies. Microorganisms 2025, 13, 2186. [Google Scholar] [CrossRef] [Scilit]








| Treatment | pH | EC (μs/cm) | SOM (g/kg) | TN (g/kg) | AN (mg/kg) | AP (mg/kg) | AK (mg/kg) |
|---|---|---|---|---|---|---|---|
| CC1 | 8.31 ± 0.05 a | 92.68 ± 4.75 b | 24.32 ± 1.38 a | 0.20 ± 0.07 | 6.38 ± 1.80 a | 34.57 ± 7.98 | 28.70 ± 8.05 c |
| CC2 | 8.28 ± 0.02 ab | 105.84 ± 10.99 b | 21.92 ± 1.65 ab | 0.17 ± 0.01 | 5.26 ± 1.02 a | 31.22 ± 4.35 | 70.70 ± 18.75 b |
| CC3 | 8.25 ± 0.06 b | 111.88 ± 6.37 b | 21.20 ± 4.23 ab | 0.14 ± 0.06 | 5.01 ± 0.60 ab | 32.62 ± 5.07 | 98.90 ± 13.71 a |
| CC4 | 8.20 ± 0.03 c | 122.06 ± 20.63 b | 19.96 ± 1.63 b | 0.14 ± 0.02 | 3.53 ± 1.37 b | 35.14 ± 20.51 | 65.13 ± 5.36 b |
| CC5 | 8.16 ± 0.04 c | 174.16 ± 56.22 a | 12.99 ± 4.28 c | 0.14 ± 0.05 | 1.57 ± 0.73 c | 33.03 ± 9.09 | 58.17 ± 16.48 b |
| F-value | *** | ** | *** | ns | *** | ns | *** |
| Microorganisms | Treatment | Sobs | ACE | Chao1 | Shannon | Simpson | Coverage |
|---|---|---|---|---|---|---|---|
| Bacteria | CC1 | 1512 ± 25 a | 1515.15 ± 25.05 a | 1516.34 ± 24.60 a | 6.82 ± 0.02 | 0.0018 ± 0.0001 | 0.9994 |
| CC2 | 1384 ± 33 ab | 1401.52 ± 27.65 ab | 1386.42 ± 32.82 ab | 6.67 ± 0.07 | 0.0023 ± 0.0000 | 0.9997 | |
| CC3 | 1311 ± 126 b | 1323.05 ± 106.41 b | 1312.04 ± 127.44 b | 6.62 ± 0.17 | 0.0027 ± 0.0010 | 0.9997 | |
| CC4 | 1283 ± 47 b | 1284.37 ± 47.19 b | 1284.02 ± 47.30 b | 6.51 ± 0.14 | 0.0033 ± 0.0015 | 0.9997 | |
| CC5 | 1340 ± 90 b | 1342.62 ± 90.83 b | 1342.33 ± 91.07 b | 6.62 ±0.08 | 0.0024 ± 0.0004 | 0.9996 | |
| F-value | * | * | * | ns | ns | ns | |
| Fungi | CC1 | 317 ± 62 | 316.92 ± 62.09 | 316.85 ± 62.17 | 3.49 ± 0.74 | 0.1240 ± 0.0745 | 1.0000 |
| CC2 | 258 ± 19 | 258.39 ± 27.65 | 258.25 ± 18.53 | 3.50 ± 0.78 | 0.0784 ± 0.0486 | 1.0000 | |
| CC3 | 356 ± 54.17 | 356.71 ± 53.80 | 356.59 ± 53.81 | 3.96 ± 0.48 | 0.0544 ± 0.0252 | 1.0000 | |
| CC4 | 268 ± 9 | 268.50 ± 8.01 | 268.15 ± 8.94 | 3.44 ± 0.40 | 0.0875 ± 0.0420 | 0.9999 | |
| CC5 | 317 ± 54 | 317.81 ± 54.69 | 317.65 ± 54.53 | 3.56 ± 0.52 | 0.0904 ± 0.0665 | 0.9999 | |
| F-value | ns | ns | ns | ns | ns | ns |
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
Li, Y.; Yu, Z.; Xu, J.; Li, J.; Zhao, X.; Cao, K.; Feng, J.; Ma, R.; Ye, L. Continuous Cropping Chinese Chive Alters Rhizosphere Metabolites and Microbial Communities. Horticulturae 2026, 12, 1070. https://doi.org/10.3390/horticulturae12091070
Li Y, Yu Z, Xu J, Li J, Zhao X, Cao K, Feng J, Ma R, Ye L. Continuous Cropping Chinese Chive Alters Rhizosphere Metabolites and Microbial Communities. Horticulturae. 2026; 12(9):1070. https://doi.org/10.3390/horticulturae12091070
Chicago/Turabian StyleLi, Yue, Zhouyu Yu, Jiaxin Xu, Jianshe Li, Xia Zhao, Kai Cao, Jianbing Feng, Rui Ma, and Lin Ye. 2026. "Continuous Cropping Chinese Chive Alters Rhizosphere Metabolites and Microbial Communities" Horticulturae 12, no. 9: 1070. https://doi.org/10.3390/horticulturae12091070
APA StyleLi, Y., Yu, Z., Xu, J., Li, J., Zhao, X., Cao, K., Feng, J., Ma, R., & Ye, L. (2026). Continuous Cropping Chinese Chive Alters Rhizosphere Metabolites and Microbial Communities. Horticulturae, 12(9), 1070. https://doi.org/10.3390/horticulturae12091070

