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Chen P, Yu Q, Wang C, Montoya L, West PT, Xu L, Varoquaux N, Cole B, Hixson KK, Kim YM, Liu L, Zhang B, Zhang J, Li B, Purdom E, Vogel J, Jansson C, Hutmacher RB, Dahlberg JA, Coleman-Derr D, Lemaux PG, Taylor JW, Gao C. Holo-omics disentangle drought response and biotic interactions among plant, endophyte and pathogen. THE NEW PHYTOLOGIST 2025; 246:2702-2717. [PMID: 40247824 DOI: 10.1111/nph.70155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Accepted: 03/30/2025] [Indexed: 04/19/2025]
Abstract
Holo-omics provide a novel opportunity to study the interactions among fungi from different functional guilds in host plants in field conditions. We address the entangled responses of plant pathogenic and endophytic fungi associated with sorghum when droughted through the assembly of the most abundant fungal, endophyte genome from rhizospheric metagenomic sequences followed by a comparison of its metatranscriptome with the host plant metabolome and transcriptome. The rise in relative abundance of endophytic Acremonium persicinum (operational taxonomic unit 5 (OTU5)) in drought co-occurs with a rise in fungal membrane dynamics and plant metabolites, led by ethanolamine, a key phospholipid membrane component. The negative association between endophytic A. persicinum (OTU5) and plant pathogenic fungi co-occurs with a rise in expression of the endophyte's biosynthetic gene clusters coding for secondary compounds. Endophytic A. persicinum (OTU5) and plant pathogenic fungi are negatively associated under preflowering drought but not under postflowering drought, likely a consequence of variation in fungal fitness responses to changes in the availability of water and niche space caused by plant maturation over the growing season. Our findings suggest that the dynamic biotic interactions among host, beneficial and harmful microbiota in a changing environment can be disentangled by a blending of field observation, laboratory validation, holo-omics and ecological modelling.
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Affiliation(s)
- Peilin Chen
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Qingyi Yu
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Cong Wang
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Liliam Montoya
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - Patrick T West
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - Ling Xu
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
- State Key Laboratory of Plant Environmental Resilience, College of Biological Sciences, China Agricultural University, Beijing, 100049, China
| | - Nelle Varoquaux
- Department of Statistics, University of California, Berkeley, CA, 94720, USA
| | - Benjamin Cole
- Department of Energy Joint Genome Institute, 1 Cyclotron Road, Berkeley, CA, 94720, USA
| | - Kim K Hixson
- Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Young-Mo Kim
- Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Ling Liu
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Baodan Zhang
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jie Zhang
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Baiyang Li
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Elizabeth Purdom
- Department of Statistics, University of California, Berkeley, CA, 94720, USA
| | - John Vogel
- Department of Energy Joint Genome Institute, 1 Cyclotron Road, Berkeley, CA, 94720, USA
| | - Christer Jansson
- Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Robert B Hutmacher
- UC Davis Department of Plant Sciences, University of California West Side Research & Extension Center, Five Points, CA, 93624, USA
| | - Jeffery A Dahlberg
- University of California Kearney Agricultural Research & Extension Center, Parlier, CA, 93648, USA
| | - Devin Coleman-Derr
- Plant Gene Expression Center, US Department of Agriculture-Agricultural Research Service, Albany, CA, 94710, USA
| | - Peggy G Lemaux
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - John W Taylor
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - Cheng Gao
- State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
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Wang X, Li Z, Li Q, Hu Z. Alleviation of Plant Abiotic Stress: Mechanistic Insights into Emerging Applications of Phosphate-Solubilizing Microorganisms in Agriculture. PLANTS (BASEL, SWITZERLAND) 2025; 14:1558. [PMID: 40431124 PMCID: PMC12115179 DOI: 10.3390/plants14101558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2025] [Revised: 05/17/2025] [Accepted: 05/19/2025] [Indexed: 05/29/2025]
Abstract
Global agricultural productivity and ecosystem sustainability face escalating threats from multiple abiotic stresses, particularly heavy metal contamination, drought, and soil salinization. In this context, developing effective strategies to enhance plant stress tolerance has emerged as a critical research frontier. Phosphate-solubilizing microorganisms (PSMs) have garnered significant scientific attention due to their capacity to convert insoluble soil phosphorus into plant-available forms through metabolite production, and concurrently exhibiting multifaceted plant growth-promoting traits. Notably, PSMs demonstrate remarkable potential in enhancing plant resilience and productivity under multiple stress conditions. This review article systematically examines current applications of PSMs in typical abiotic stress environments, including heavy metal-polluted soils, arid ecosystems, and saline-alkaline lands. We comprehensively analyze the stress-alleviation effects of PSMs and elucidate their underlying mechanisms. Furthermore, we identify key knowledge gaps and propose future research directions in microbial-assisted phytoremediation and stress-mitigation strategies, offering novel insights for developing next-generation bioinoculants and advancing sustainable agricultural practices in challenging environments.
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Affiliation(s)
- Xiujie Wang
- School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China
| | - Zhe Li
- School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China
| | - Qi Li
- School of Plant and Environmental Sciences, Virginia Tech, Blacksburg, VA 24061, USA
| | - Zhenqi Hu
- School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China
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Qiu J, Lu F, Hu P, Kou Y. Hijacking host phosphate sensing: a new frontier in plant-pathogen warfare. Sci Bull (Beijing) 2025:S2095-9273(25)00469-4. [PMID: 40368663 DOI: 10.1016/j.scib.2025.04.065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2025]
Affiliation(s)
- Jiehua Qiu
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Hangzhou 311400, China
| | - Feifei Lu
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Hangzhou 311400, China
| | - Peisong Hu
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Hangzhou 311400, China.
| | - Yanjun Kou
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Hangzhou 311400, China.
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Shi S, Tong Z, Sun B, Wei Y, Tian Y, Zuo Q, Qiao X, Duan J, Bi W, Qin J, Zhou J, Liu F. Application of compost amended with biochar on the distribution of antibiotic resistance genes in a soil-cucumber system-from the perspective of high-dose fertilization. Front Microbiol 2025; 16:1530296. [PMID: 40130237 PMCID: PMC11931161 DOI: 10.3389/fmicb.2025.1530296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 02/10/2025] [Indexed: 03/26/2025] Open
Abstract
The transfer of antibiotic resistance genes (ARGs) from soils to vegetables negatively impacts human health. This study explored the effects of the high-dose (18.73 t/ha) application of traditional compost (TC) and composts produced through the co-composting of traditional materials with large-sized (5-10 mm) biochar-amended compost (LBTC) or small-sized (< 0.074 mm) biochar-amended compost (SBTC) on the distribution of ARGs in a soil-cucumber system were explored. Results indicated that the SBTC group had the highest soil nitrogen, phosphorus, and potassium contents, followed by the LBTC, TC, and control treatment groups. These findings aligned with the quality and weight of harvested cucumbers. Bacterial community diversity decreased in compost-fertilized soils. Compared with their preexperimental values in soils, the total absolute abundances of ARGs and mobile genetic elements (MGEs) increased by 23.88 and 6.66 times, respectively, in the control treatment group; by 5.59 and 5.23 times, respectively, in the TC group; by 5.50 and 1.81 times, respectively, in the LBTC group; and by 5.49 and 0.47 times, respectively, in the SBTC group. Compared with those in the control treatment group, the absolute abundance of ermB, ermT, gyrA, qnrS, tetC, and intI1 decreased by 6-100% in the soil of the SBTC group. Compost application to soils significantly decreased ARG abundance in cucumbers; SBTC had the most significant effect and reduced the number of host bacteria at the phylum level from four to three. Nutrient levels in soils were important factors influencing the migration of ARGs from soils to cucumbers. In summary, when compared to other composts, the high-dose (18.73 t/ha) application of SBTC is more effective at reducing the risk of the accumulation and transfer of ARGs in the soil-cucumber system.
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Affiliation(s)
- Shuai Shi
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
- Shanxi Dadi Environment Investment Holdings Co., Ltd., Taiyuan, China
| | - Zhenye Tong
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
- Research Institute, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing, Jiangsu, China
| | - Bo Sun
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
| | - Yiyang Wei
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
| | - Yu Tian
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
| | - Qihui Zuo
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
| | - Xingxing Qiao
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
| | - Jiaze Duan
- Nongshengyuan Family Farm, Jinzhong, China
| | - Wenlong Bi
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
| | - Junmei Qin
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
| | - Jun Zhou
- Research Institute, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing, Jiangsu, China
| | - Fenwu Liu
- College of Resources and Environment, Shanxi Agricultural University, Jinzhong, China
- Key Laboratory of Sustainable Dryland Agriculture (Co-construction by Ministry and Province), Ministry of Agriculture and Rural Affairs, Shanxi Agricultural University, Jinzhong, China
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Liu F, Zeng J, Ding J, Wang C, He Z, Liu Z, Shu L. Microbially-driven phosphorus cycling and its coupling mechanisms with nitrogen cycling in mangrove sediments. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 958:178118. [PMID: 39700989 DOI: 10.1016/j.scitotenv.2024.178118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2024] [Revised: 12/12/2024] [Accepted: 12/12/2024] [Indexed: 12/21/2024]
Abstract
The phosphorus (P) cycle plays a crucial role in the biogeochemical cycling of mangrove sediments. However, the diversity of microbially-driven P-cycling and its coupling with nitrogen (N)-cycling remain poorly understood. In this study, we used metagenomic approaches to investigate microbial P-cycling and its potential interactions with N-cycling in mangrove sediments. Our results revealed that pH, total carbon, and total nitrogen were key environmental factors influencing the diversity of P-cycling microbial communities. Phosphorus metabolic pathways differed among mangrove sediment depths. In surface sediments (0-5 cm), microbial communities primarily acquired readily available inorganic phosphorus, whereas, in deeper sediments (>60 cm), they hydrolyzed more persistent triphosphates, reabsorbed nucleotides, and sourced free phosphate, reflecting a shift in phosphorus transport modes. We also identified glutamate metabolism as a potential pathway linking P-cycling with N-cycling, with these functions co-occurring in both contigs and genomes. Additionally, the diversity of microbial communities associated with the P-cycling increased with sediment depth, suggesting that microbially-driven P-cycling diversifies as depth increases. This study provides new insights into P-cycling and its potential coupling with N-cycling through glutamate metabolism, its coupling with N-cycling through glutamate metabolism.
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Affiliation(s)
- Fei Liu
- School of Life Sciences, Jiaying University, Meizhou 514015, China; Conservation and Utilization Laboratory of Mountain Characteristic Resources in Guangdong Province, Meizhou 514015, China; School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, State Key Laboratory for Biocontrol, Sun Yat-sen University, Guangzhou 510275, China
| | - Jiaxiong Zeng
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, State Key Laboratory for Biocontrol, Sun Yat-sen University, Guangzhou 510275, China
| | - Jijuan Ding
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, State Key Laboratory for Biocontrol, Sun Yat-sen University, Guangzhou 510275, China
| | - Cheng Wang
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, State Key Laboratory for Biocontrol, Sun Yat-sen University, Guangzhou 510275, China; Marine Synthetic Ecology Research Center, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 509082, China
| | - Zhili He
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, State Key Laboratory for Biocontrol, Sun Yat-sen University, Guangzhou 510275, China; Marine Synthetic Ecology Research Center, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 509082, China
| | - Zhiwei Liu
- School of Life Sciences, Jiaying University, Meizhou 514015, China; Conservation and Utilization Laboratory of Mountain Characteristic Resources in Guangdong Province, Meizhou 514015, China
| | - Longfei Shu
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, State Key Laboratory for Biocontrol, Sun Yat-sen University, Guangzhou 510275, China; Marine Synthetic Ecology Research Center, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 509082, China.
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Perrier F, Morice J, Gueulle S, Géry A, Riboulet-Bisson E, Garon D, Muller C, Desriac F. Assessing Normandy Soil Microbial Diversity for Antibacterial Activities Using Traditional Culture and iChip Methods. Microorganisms 2024; 12:2422. [PMID: 39770625 PMCID: PMC11679952 DOI: 10.3390/microorganisms12122422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 11/15/2024] [Accepted: 11/18/2024] [Indexed: 01/04/2025] Open
Abstract
Uncultured microorganisms represent a promising and untapped source of antibacterial compounds, crucial in the fight against the significant threat of antimicrobial resistance (AMR). In this study, both traditional and isolation chip (iChip) cultivation techniques were employed to enhance the recovery of known and unknown microorganisms from soils located in Normandy, France. The isolates obtained were identified using 16S rDNA or ITS regions analysis and MALDI-TOF mass spectrometry and were screened for antibacterial activity. A total of 386 isolates, belonging to 6 microbial phyla and distributed across 65 genera, were recovered using both methods. In total, 11 isolates are potentially new bacterial species, and 34 were associated with 22 species described recently. The iChip method yielded a higher diversity of microorganisms (47 genera) than the traditional method (38 genera) and was particularly effective in enriching Actinomycetota. Antibacterial screening against target bacteria showed that 85 isolates (22%) exhibited antibacterial activity. The Streptomyces, Pseudomonas, and Bacillaceae taxa accounted for most antibacterial-producing bacteria with some presenting promising undescribed characteristics. Other active isolates were affiliated with less-known antibacterial producers such as Arthrobacter, Chryseobacterium, Delftia, Ensifer, Flavobacterium, Rahnella, and Stenotrophomonas, among others. These results highlight the potential of our microbial collection as a source of new antibacterial natural products.
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Affiliation(s)
- Fabien Perrier
- Université de Caen Normandie, CBSA UR 4312, UFR des Sciences, Campus 1, F-14000 Caen, France; (J.M.); (S.G.); (E.R.-B.); (C.M.)
| | - Juliette Morice
- Université de Caen Normandie, CBSA UR 4312, UFR des Sciences, Campus 1, F-14000 Caen, France; (J.M.); (S.G.); (E.R.-B.); (C.M.)
| | - Sabrina Gueulle
- Université de Caen Normandie, CBSA UR 4312, UFR des Sciences, Campus 1, F-14000 Caen, France; (J.M.); (S.G.); (E.R.-B.); (C.M.)
| | - Antoine Géry
- Université de Caen Normandie, ToxEMAC-ABTE UR 4651, UFR des Sciences, Campus 1, F-14000 Caen, France; (A.G.); (D.G.)
| | - Eliette Riboulet-Bisson
- Université de Caen Normandie, CBSA UR 4312, UFR des Sciences, Campus 1, F-14000 Caen, France; (J.M.); (S.G.); (E.R.-B.); (C.M.)
| | - David Garon
- Université de Caen Normandie, ToxEMAC-ABTE UR 4651, UFR des Sciences, Campus 1, F-14000 Caen, France; (A.G.); (D.G.)
| | - Cécile Muller
- Université de Caen Normandie, CBSA UR 4312, UFR des Sciences, Campus 1, F-14000 Caen, France; (J.M.); (S.G.); (E.R.-B.); (C.M.)
| | - Florie Desriac
- Université de Caen Normandie, CBSA UR 4312, UFR des Sciences, Campus 1, F-14000 Caen, France; (J.M.); (S.G.); (E.R.-B.); (C.M.)
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Li Y, Guan Y, Jiang Z, Xie Q, Wang Q, Yu C, Yu W. Soil Microbial and Metabolomic Shifts Induced by Phosphate-Solubilizing Bacterial Inoculation in Torreya grandis Seedlings. PLANTS (BASEL, SWITZERLAND) 2024; 13:3209. [PMID: 39599416 PMCID: PMC11598221 DOI: 10.3390/plants13223209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 11/12/2024] [Accepted: 11/12/2024] [Indexed: 11/29/2024]
Abstract
Phosphorus is crucial for plant growth and development, but excess fertilizer not absorbed by plants often binds with metal ions like iron and manganese, forming insoluble compounds that contribute to soil environmental pollution. This study investigates the impact of Burkholderia sp., a phosphate-solubilizing bacterium utilized as a biofertilizer, on the fertility of T. grandis soil, alongside the associated shifts in soil metabolites and their relationship with microbial communities after inoculation. The soil microbial community structures and metabolite profiles were analyzed via amplicon sequencing and high-resolution untargeted metabolomics. The inoculation of phosphate-solubilizing bacteria led to a significant (p < 0.05) enhancement in total phosphorus, potassium, and nitrogen concentrations in the soil, with a marked increase in available phosphorus in bulk soil (p < 0.05). Moreover, the microbial community structure exhibited significant shifts, particularly in the abundance of bacterial phyla such as Acidobacteria, Chloroflexi, Proteobacteria, and the fungal phylum Ascomycota. Metabolomic analysis revealed distinct metabolites, including fatty acids, hormones, amino acids, and drug-related compounds. Key microbial taxa such as Chloroflexi, Proteobacteria, Acidobacteria, Verrucomicrobia, Mucoromycota, and Ascomycota indirectly contributed to soil phosphorus metabolism by influencing these differential metabolites. In conclusion, the application of phosphate-solubilizing bacteria offers an innovative approach to improving soil quality in T. grandis, promoting phosphorus utilization efficiency, and enhancing soil ecosystem health by optimizing microbial communities and metabolite compositions.
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Affiliation(s)
- Yi Li
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; (Y.L.); (Y.G.); (Z.J.); (Q.X.)
- School of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China;
| | - Yuanyuan Guan
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; (Y.L.); (Y.G.); (Z.J.); (Q.X.)
- School of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China;
| | - Zhengchu Jiang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; (Y.L.); (Y.G.); (Z.J.); (Q.X.)
- School of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China;
| | - Qiandan Xie
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; (Y.L.); (Y.G.); (Z.J.); (Q.X.)
- School of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China;
| | - Qi Wang
- School of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China;
| | - Chenliang Yu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; (Y.L.); (Y.G.); (Z.J.); (Q.X.)
- School of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China;
| | - Weiwu Yu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; (Y.L.); (Y.G.); (Z.J.); (Q.X.)
- School of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou 311300, China;
- NFGA Engineering Research Center for Torreya grandis ‘Merrillii’, Zhejiang A&F University, Hangzhou 311300, China
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