Continuous Cropping Is Associated with Shifts in Strawberry Root-Associated Bacterial Communities and Predicted Carbon–Nitrogen Functional Profiles

Long-term cultivation of strawberries can alter plant-associated microbial communities; however, the responses of root-associated bacteria within the combined rhizoplane and endophytic community remain insufficiently characterized. This study compared bacterial community composition, co-occurrence patterns, and predicted ecological functions in root-associated bacteria from short-term (4 months; 4 mon) and long-term (16 months; 16 mon) cultivation of Dandong 99 strawberry plants. Because the two groups differed simultaneously in soil cultivation history, plant age, and root developmental stage, all observed differences are interpreted as correlates of cultivation duration rather than as effects of continuous cropping per season. The 6 composite root samples were analyzed using Illumina NovaSeq sequencing of the bacterial 16S rRNA V4 region, followed by ASV-based diversity analysis, taxonomic profiling, LEfSe, FastSpar-based co-occurrence network analysis, and FAPROTAX functional prediction. Across all samples, 264,350 high-quality sequences and 11,442 ASVs were obtained. Long-term cultivation was associated with lower observed ASV richness and a marked shift in community composition (PERMANOVA R2 = 0.935; ANOSIM R = 1). At the phylum level, Actinobacteria declined significantly (30.50% to 12.85%), while Proteobacteria and Bacteroidota were enriched. At the genus level, Streptomyces, Steroidobacter, Bradyrhizobium, and unidentified Rhizobiaceae decreased significantly. Network analysis identified Sphingobium, Bradyrhizobium, and Steroidobacter as highly connected genera by degree centrality, with the latter two also showing reduced relative abundance. Functional prediction indicated significantly lower predicted chemoheterotrophy, aerobic chemoheterotrophy, nitrogen fixation, nitrate reduction, and chitinolysis, alongside higher predicted methylotrophy, methanol oxidation, ureolysis, and aromatic compound degradation. These findings provide genus-level evidence that cultivation duration is associated with compositional and predicted functional shifts in strawberry root-associated bacteria. The depleted Actinobacteria and Bradyrhizobium partially align with microbial signatures of continuous cropping obstacles, warranting future validation in age-controlled, temporally replicated studies.

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Journal
Biology
Published
2026-07-23
DOI
https://doi.org/10.3390/biology15151229
Primary Topic
Plant-Microbe Interactions and Immunity
Type
article
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article

Continuous Cropping Is Associated with Shifts in Strawberry Root-Associated Bacterial Communities and Predicted Carbon–Nitrogen Functional Profiles

Mingzheng Duan, Naureen Anwar, Hongcha Zhang, Muhammad Waseem et al.
Biology
Plant-Microbe Interactions and Immunity
article

Continuous Cropping Is Associated with Shifts in Strawberry Root-Associated Bacterial Communities and Predicted Carbon–Nitrogen Functional Profiles

Mingzheng Duan, Naureen Anwar, Hongcha Zhang, Muhammad Waseem, XJ Huang, Huaming Lei, X Duan, Muhammad Umer, Qinxin Tao, Jieming Feng, Ming Tao, Rongrong You, Sidra Ashraf, Canting Ren, Zhifang He, Shiping Jiang, Kangjian Song
article en

Abstract

Long-term cultivation of strawberries can alter plant-associated microbial communities; however, the responses of root-associated bacteria within the combined rhizoplane and endophytic community remain insufficiently characterized. This study compared bacterial community composition, co-occurrence patterns, and predicted ecological functions in root-associated bacteria from short-term (4 months; 4 mon) and long-term (16 months; 16 mon) cultivation of Dandong 99 strawberry plants. Because the two groups differed simultaneously in soil cultivation history, plant age, and root developmental stage, all observed differences are interpreted as correlates of cultivation duration rather than as effects of continuous cropping per season. The 6 composite root samples were analyzed using Illumina NovaSeq sequencing of the bacterial 16S rRNA V4 region, followed by ASV-based diversity analysis, taxonomic profiling, LEfSe, FastSpar-based co-occurrence network analysis, and FAPROTAX functional prediction. Across all samples, 264,350 high-quality sequences and 11,442 ASVs were obtained. Long-term cultivation was associated with lower observed ASV richness and a marked shift in community composition (PERMANOVA R2 = 0.935; ANOSIM R = 1). At the phylum level, Actinobacteria declined significantly (30.50% to 12.85%), while Proteobacteria and Bacteroidota were enriched. At the genus level, Streptomyces, Steroidobacter, Bradyrhizobium, and unidentified Rhizobiaceae decreased significantly. Network analysis identified Sphingobium, Bradyrhizobium, and Steroidobacter as highly connected genera by degree centrality, with the latter two also showing reduced relative abundance. Functional prediction indicated significantly lower predicted chemoheterotrophy, aerobic chemoheterotrophy, nitrogen fixation, nitrate reduction, and chitinolysis, alongside higher predicted methylotrophy, methanol oxidation, ureolysis, and aromatic compound degradation. These findings provide genus-level evidence that cultivation duration is associated with compositional and predicted functional shifts in strawberry root-associated bacteria. The depleted Actinobacteria and Bradyrhizobium partially align with microbial signatures of continuous cropping obstacles, warranting future validation in age-controlled, temporally replicated studies.

BiologyVol. 15(15)
Hainan University (CN), Zhaotong University (CN), University of Faisalabad (PK), Sanya University (CN), University of Agriculture Faisalabad (PK), Virtual University of Pakistan (PK)
Life in Land
Openalex Percentile: Top 10%
Plant-Microbe Interactions and Immunity
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