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Dong F, Wang L, Xu T, Yan Q, Yan S, Li F, Chen L, Zhang R. Multi-omics analysis of soil microbiota and metabolites in dryland wheat fields under different tillage methods. Sci Rep 2024; 14:24066. [PMID: 39402065 PMCID: PMC11473732 DOI: 10.1038/s41598-024-74620-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 09/27/2024] [Indexed: 10/17/2024] Open
Abstract
No-tillage and subsoiling can improve soil aggregate structure and realize a synergistic effect of soil carbon and nitrogen retention compared with deep tillage. This study aimed to investigate the effects of different tillage methods on the microbiome and metabolites in wheat rhizosphere. Results indicated that no significant differences in the diversity of soil bacterial and fungal communities were observed among the tillage methods. Analysis revealed that no-tillage enriched specific genera such as Cryptosporangium, Crossiella, Rhodothermaceae, Leptothrix, Stilbella, Diutina, and Pyrenochaetopsis, while subsoiling was associated with Rubrobacter, Latescibacteraceae, Nitrospira, Rokubacteriales, and Ctenomyces. Deep tillage, on the other hand, showed significant associations with Nocardia, Aeromicrobium, Sphingopyxis, Cordyceps, and Subulicystidium. Metabolomic analysis identified differential metabolites involved in various pathways, including the biosynthesis of plant secondary metabolites, ABC transporters, and starch and sucrose metabolism. Correlation analysis revealed a significant interaction between microorganisms and metabolites in wheat rhizosphere. Bacteria at the genus level exhibited greater associations with differential metabolites. In conclusion, different tillage practices can alter the composition of microbial communities and metabolites in wheat rhizosphere, and their interactions may affect soil fertility and wheat growth.
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Affiliation(s)
- Fei Dong
- Institute of Wheat Research, Shanxi Agricultural University, Linfen, 041000, People's Republic of China.
- State Key Laboratory of Sustainable Dryland Agriculture (in Preparation), Shanxi Agricultural University, Taiyuan, 030031, People's Republic of China.
| | - Longxing Wang
- College of Resources and Environment, Shanxi Agricultural University, Taigu, 030801, People's Republic of China
| | - Tianjing Xu
- College of Resources and Environment, Shanxi Agricultural University, Taigu, 030801, People's Republic of China
| | - Qiuyan Yan
- Institute of Wheat Research, Shanxi Agricultural University, Linfen, 041000, People's Republic of China.
- State Key Laboratory of Sustainable Dryland Agriculture (in Preparation), Shanxi Agricultural University, Taiyuan, 030031, People's Republic of China.
| | - Shuangdui Yan
- College of Resources and Environment, Shanxi Agricultural University, Taigu, 030801, People's Republic of China.
| | - Feng Li
- Institute of Wheat Research, Shanxi Agricultural University, Linfen, 041000, People's Republic of China
| | - Lihao Chen
- Jiangsu Key Lab and Engineering Center for Solid Organic Waste Utilization, National Engineering Research Center for Organic-based Fertilizers, Nanjing Agricultural University, Nanjing, 210095, People's Republic of China
| | - Ruifu Zhang
- Jiangsu Key Lab and Engineering Center for Solid Organic Waste Utilization, National Engineering Research Center for Organic-based Fertilizers, Nanjing Agricultural University, Nanjing, 210095, People's Republic of China
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Wang Z, Zhao Z, Wang H, Wu Q, Ke Q, Zhu L, Wu L, Chen L. Harvest residue recycling rather than slash-burning results in the enhancement of soil fertility and bacterial community stability in Eucalyptus plantations. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 945:173850. [PMID: 38901592 DOI: 10.1016/j.scitotenv.2024.173850] [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: 03/24/2024] [Revised: 06/04/2024] [Accepted: 06/06/2024] [Indexed: 06/22/2024]
Abstract
Deforestation and slash combustion have substantial adverse impacts on the atmosphere, soil and microbe. Despite this awareness, numerous individuals persist in opting for high-intensity Eucalyptus planting through slash-burning in pursuit of immediate profits while disregarding the environmental significance and destroying the soil. Slash-unburnt agriculture can effectively safeguard the ecological environment, and compared with slash-burning, there remains a limited understanding of its regulatory mechanisms on soil fertility and microbial community. Also, large uncertainty persists regarding the utilization of harvest residues. Thoroughly investigating these questions from various perspectives encompassing physical soil characteristics, nutrient availability, bacterial community structures, and stability is crucial. To explore the ecological advantages of slash-unburnt techniques on microorganisms and their associated ecosystems, we used two slash-unburnt (Unburnt) planting techniques: Spread (naturally and evenly covering the forest floor after logging) and Stack (residues are piled along contour lines) as well as the traditional slash Burnt method (Burnt) in a Eucalyptus plantation. A comparative analysis was conducted between the two methods. We observed that over a span of 4 years, despite the initial lower application of fertilizer in the Unburnt treatments compared with the Burnt treatment during the first 2 years, the Unburnt treatment gradually caught up or even surpassed and attained similar nutrient levels as the Burnt treatment. Alphaproteobacteria was the main phyla that indicated the difference in soil bacterial communities between Burnt and Unburnt treatments. The microbial networks also highlighted the significance of the Unburnt method, as it contributed to the preservation of crucial network nodes and the stability of soil bacterial communities. Therefore, rational utilization of harvest residue may effectively avoid the vast damage caused by slash-burning to Eucalyptus trees and the soil environment but may also increase the potential for restoring soil fertility, improving fertilizer utilization efficiency, and maintaining microbial community stability over time.
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Affiliation(s)
- Zhengye Wang
- Key Laboratory of Soil and Water Conservation and Desertification Combating of Hunan Province, College of Forestry, Central South University of Forestry and Technology, Changsha, Hunan 410004, China
| | - Ziqi Zhao
- Key Laboratory of Soil and Water Conservation and Desertification Combating of Hunan Province, College of Forestry, Central South University of Forestry and Technology, Changsha, Hunan 410004, China; State-owned Gaofeng Forest Farm, Nanning, Guangxi 530002, China
| | - Huili Wang
- Key Laboratory of Soil and Water Conservation and Desertification Combating of Hunan Province, College of Forestry, Central South University of Forestry and Technology, Changsha, Hunan 410004, China; Guangxi Zhuang Autonomous Region Forestry Research Institute, Nanning, Guangxi 530002, China
| | - Qinzhan Wu
- State-owned Daguishan Forest Farm, Hezhou, Guangxi 542800, China
| | - Qin Ke
- Key Laboratory of Soil and Water Conservation and Desertification Combating of Hunan Province, College of Forestry, Central South University of Forestry and Technology, Changsha, Hunan 410004, China; Guangxi Zhuang Autonomous Region Forestry Research Institute, Nanning, Guangxi 530002, China
| | - Lingyue Zhu
- College of Geography and Environmental Sciences, Zhejiang Normal University, Jinhua 321004, China
| | - Lichao Wu
- Key Laboratory of Soil and Water Conservation and Desertification Combating of Hunan Province, College of Forestry, Central South University of Forestry and Technology, Changsha, Hunan 410004, China; Key Laboratory of Cultivation and Protection for Non-Wood Forest Trees of National Ministry of Education, Central South University of Forestry and Technology, Changsha 410004, Hunan, China.
| | - Lijun Chen
- Key Laboratory of Soil and Water Conservation and Desertification Combating of Hunan Province, College of Forestry, Central South University of Forestry and Technology, Changsha, Hunan 410004, China.
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Sui J, Wang C, Ren C, Hou F, Zhang Y, Shang X, Zhao Q, Hua X, Liu X, Zhang H. Effects of Deep Tillage on Wheat Regarding Soil Fertility and Rhizosphere Microbial Community. Microorganisms 2024; 12:1638. [PMID: 39203480 PMCID: PMC11356293 DOI: 10.3390/microorganisms12081638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/03/2024] [Accepted: 08/08/2024] [Indexed: 09/03/2024] Open
Abstract
Wheat production is intrinsically linked to global food security. However, wheat cultivation is constrained by the progressive degradation of soil conditions resulting from the continuous application of fertilizers. This study aimed to examine the effects of deep tillage on rhizosphere soil microbial communities and their potential role in improving soil quality, given that the specific mechanisms driving these observed benefits remain unclear. Soil fertility in this research was evaluated through the analysis of various soil parameters, including total nitrogen, total phosphorus, total potassium, available phosphorus, and available potassium, among others. The high-throughput sequencing technique was utilized to examine the rhizosphere microbial community associated with deep tillage wheat. The findings indicated that deep tillage cultivation of wheat led to reduced fertility levels in the 0-20 cm soil layer in comparison with non-deep tillage cultivation. A sequencing analysis indicated that Acidobacteria and Proteobacteria are the dominant bacterial phyla, with Proteobacteria being significantly more abundant in the deep tillage group. The dominant fungal phyla identified were Ascomycota, Mortierellomycota, and Basidiomycota. Among bacterial genera, Arthrobacter, Bacillus, and Nocardioides were predominant, with Arthrobacter showing a significantly higher presence in the deep tillage group. The predominant fungal genera included Mortierella, Alternaria, Schizothecium, and Cladosporium. Deep tillage cultivation has the potential to enhance soil quality and boost crop productivity through the modulation of soil microbial community structure.
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Affiliation(s)
- Junkang Sui
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
| | - Chenyu Wang
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
| | - Changqing Ren
- Liaocheng Science and Technology Bureau, Liaocheng 252000, China;
| | - Feifan Hou
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
| | - Yuxuan Zhang
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
| | - Xueting Shang
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
| | - Qiqi Zhao
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
| | - Xuewen Hua
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
| | - Xunli Liu
- College of Forestry, Shandong Agricultural University, Tai’an 271000, China;
| | - Hengjia Zhang
- College of Agriculture and Biology, Liaocheng University, Liaocheng 252000, China; (C.W.); (F.H.); (Y.Z.); (X.S.); (Q.Z.); (X.H.)
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Yu Y, Guo Q, Zhang S, Guan Y, Jiang N, Zhang Y, Mao R, Bai K, Buriyev S, Samatov N, Zhang X, Yang W. Maize residue retention shapes soil microbial communities and co-occurrence networks upon freeze-thawing cycles. PeerJ 2024; 12:e17543. [PMID: 38887621 PMCID: PMC11182024 DOI: 10.7717/peerj.17543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 05/19/2024] [Indexed: 06/20/2024] Open
Abstract
Maize residue retention is an effective agricultural practice for improving soil fertility in black soil region, where suffered from long freezing-thawing periods and intense freeze-thawing (FT) cycles. However, very few studies have examined the influence of maize residue retention on soil microbial communities under FT cycles. We investigated the response of soil microbial communities and co-occurrence networks to maize residue retention at different FT intensities over 12 cycles using a microcosm experiment conditioned in a temperature incubator. Our results indicated that maize residue retention induced dramatic shifts in soil archaeal, bacterial and fungal communities towards copiotroph-dominated communities. Maize residue retention consistently reduced soil fungal richness across all cycles, but this effect was weaker for archaea and bacteria. Normalized stochastic ratio analysis revealed that maize residue retention significantly enhanced the deterministic process of archaeal, bacterial and fungal communities. Although FT intensity significantly impacted soil respiration, it did not induce profound changes in soil microbial diversity and community composition. Co-occurrence network analysis revealed that maize residue retention simplified prokaryotic network, while did not impact fungal network complexity. The network robustness index suggested that maize residue retention enhanced the fungal network stability, but reduced prokaryotic network stability. Moreover, the fungal network in severe FT treatment harbored the most abundant keystone taxa, mainly being cold-adapted fungi. By identifying modules in networks, we observed that prokaryotic Module #1 and fungal Module #3 were enhanced by maize residue retention and contributed greatly to soil quality. Together, our results showed that maize residue retention exerted stronger influence on soil microbial communities and co-occurrence network patterns than FT intensity and highlighted the potential of microbial interactions in improving soil functionality.
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Affiliation(s)
- Yang Yu
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Quankuan Guo
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Shuhan Zhang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yupeng Guan
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Nana Jiang
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Yang Zhang
- College of Forestry, Jiangxi Agricultural University, Nanchang, China
| | - Rong Mao
- College of Forestry, Jiangxi Agricultural University, Nanchang, China
| | - Keyu Bai
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Salimjan Buriyev
- Institute of Environment and Nature Conservation Technologies of the Ministry of Ecology, Environmental Protection, and Climate Change of the Republic of Uzbekistan, Tashkent, Uzbekistan
| | - Nuriddin Samatov
- Institute of Environment and Nature Conservation Technologies of the Ministry of Ecology, Environmental Protection, and Climate Change of the Republic of Uzbekistan, Tashkent, Uzbekistan
| | - Ximei Zhang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Wei Yang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China
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Zhang Y, Ren Y, Zhou S, Ning X, Wang X, Yang Y, Sun S, Vinay N, Bahn M, Han J, Liu Y, Xiong Y, Liao Y, Mo F. Spatio-temporal microbial regulation of aggregate-associated priming effects under contrasting tillage practices. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 925:171564. [PMID: 38460685 DOI: 10.1016/j.scitotenv.2024.171564] [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: 12/22/2023] [Revised: 02/24/2024] [Accepted: 03/05/2024] [Indexed: 03/11/2024]
Abstract
Tillage intensity significantly influences the heterogeneous distribution and dynamic changes of soil microorganisms, consequently shaping spatio-temporal patterns of SOC decomposition. However, little is known about the microbial mechanisms by which tillage intensity regulates the priming effect (PE) dynamics in heterogeneous spatial environments such as aggregates. Herein, a microcosm experiment was established by adding 13C-labeled straw residue to three distinct aggregate-size classes (i.e., mega-, macro-, and micro-aggregates) from two long-term contrasting tillage histories (no-till [NT] and conventional plow tillage [CT]) for 160 days to observe the spatio-temporal variations in PE. Metagenomic sequencing and Fourier transform mid-infrared techniques were used to assess the relative importance of C-degrading functional genes, microbial community succession, and SOC chemical composition in the aggregate-associated PE dynamics during straw decomposition. Spatially, straw addition induced a positive PE for all aggregates, with stronger PE occurring in larger aggregates, especially in CT soil compared to NT soil. Larger aggregates have more unique microbial communities enriched in genes for simple C degradation (e.g., E5.1.3.6, E2.4.1.7, pmm-pgm, and KduD in Nitrosospeera and Burkholderia), contributing to the higher short-term PE; however, CT soils harbored more genes for complex C degradation (e.g., TSTA3, fcl, pmm-pgm, and K06871 in Gammaproteobacteria and Phycicoccus), supporting a stronger long-term PE. Temporally, soil aggregates played a significant role in the early-stage PEs (i.e., < 59 days after residue addition) through co-metabolism and nitrogen (N) mining, as evidenced by the increased microbial biomass C and dissolved organic C (DOC) and reduced inorganic N with increasing aggregate-size class. At a later stage, however, the legacy effect of tillage histories controlled the PEs via microbial stoichiometry decomposition, as suggested by the higher DOC-to-inorganic N and DOC-to-available P stoichiometries in CT than NT. Our study underscores the importance of incorporating both spatial and temporal microbial dynamics for a comprehensive understanding of the mechanisms underlying SOC priming, especially in the context of long-term contrasting tillage practices.
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Affiliation(s)
- Yeye Zhang
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - Yunfei Ren
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - Shenglin Zhou
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - Xiaoyu Ning
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - Xiukang Wang
- College of Life Sciences, Yan'an University, Yan'an 716000, PR China
| | - Yanming Yang
- College of Agronomy, Inner Mongolia Agricultural University, Hohhot 010019, PR China
| | - Shikun Sun
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - Nangia Vinay
- International Center for Agricultural Research in the Dry Areas (ICARDA), P.O. Box 6299-10112, Rabat, Morocco
| | - Michael Bahn
- Department of Ecology, University of Innsbruck, Innsbruck 6020, Austria
| | - Juan Han
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - Yang Liu
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, PR China
| | - Youcai Xiong
- State Key Laboratory of Grassland Agro-Ecosystems, College of Ecology, Lanzhou University, Lanzhou 730000, PR China
| | - Yuncheng Liao
- Collage of Agronomy, Shanxi Agricultural University, Taigu, Jinzhong, 030800, PR China
| | - Fei Mo
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, PR China.
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Guo Q, Yu Y, Zhang S, Guan Y, Jiang N, Pang S, Fadda C, De Santis P, Bergamini N, Liu X, Zhang X, Yang W. Core bacteria and fungi in response to residue retention and their contribution to soil multifunctionality in maize agroecosystem. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 921:171191. [PMID: 38402993 DOI: 10.1016/j.scitotenv.2024.171191] [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: 12/04/2023] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 02/27/2024]
Abstract
Core microbiome has been proven to play crucial roles in soil function. However, we still lack knowledge on how core microbiome responds to crop residue retention, and whether they contribute to this process. Consequently, we examined the effect of residue retention on soil core and non-core microbial communities in maize seedling, mature stage and freezing period based on a multi-site field experiment in Sanjiang Plain, Northeast China. Totally, 247 bacterial amplicon sequence variants (ASVs) and 109 fungal ASVs were identified as core microbiota. Both core and non-core bacterial/fungal community composition were significantly influenced by residue retention across all study sites. Especially, the core fungal community shifted towards a saprotroph-dominated community. Normalized stochastic ratio pattern revealed that that deterministic process dominated both core and non-core microbial community assembly processes. Residue retention enhanced the deterministic process of core microbial community assembly, while exhibited opposite effect on non-core microbial community. This study also revealed that soil fungi were more sensitive to residue retention than bacteria, with a larger proportion of core fungi were enriched or depleted by residue retention. In addition, residue retention complicated core bacterial co-occurrence network, while simplified fungal network. Our results pointed out both no reduction in microbial diversity or collapse in microbial network structure after repeated freezing-thawing cycles. The potential function of core microbiome was evaluated through random forest analysis and structural equation model, the results indicated core microbiome contributed more to multifunctionality than non-core microbiome. Overall, this study strengthened our understanding of soil core microbiome in response to residue retention, and highlighted their importance in maintaining soil multifunctionality.
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Affiliation(s)
- Quankuan Guo
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Yang Yu
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Shuhan Zhang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yupeng Guan
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Nana Jiang
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Shuang Pang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Carlo Fadda
- Research Centre Bioversity International, Via dei Tre Denari 472/a, 00054 Maccarese (Fiumicino), Italy
| | - Paola De Santis
- Research Centre Bioversity International, Via dei Tre Denari 472/a, 00054 Maccarese (Fiumicino), Italy
| | - Nadia Bergamini
- Research Centre Bioversity International, Via dei Tre Denari 472/a, 00054 Maccarese (Fiumicino), Italy
| | - Xuesheng Liu
- College of Resources and Environment, Northeast Agricultural University, Harbin, China.
| | - Ximei Zhang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China.
| | - Wei Yang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China.
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Dumonceaux T. Composition and Dynamics of Plant- and Soil-Associated Microbial Communities in Forest and Agricultural Ecosystems. Microorganisms 2023; 11:1782. [PMID: 37512954 PMCID: PMC10384853 DOI: 10.3390/microorganisms11071782] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 07/04/2023] [Indexed: 07/30/2023] Open
Abstract
Peter Kropotkin (1842-1921) is well known as an anarchist intellectual, an amiable mass of contradictions who loved humanity and was highly regarded in academic and intellectual circles, yet also penned "fiery peans to violence" in Le Révolté, the anarchist journal he established with Elisée Reclus in the 1870s [...].
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Affiliation(s)
- Tim Dumonceaux
- Agriculture and Agri-Food Canada Saskatoon Research and Development Centre, Saskatoon, SK S7N 0X2, Canada
- Department of Veterinary Microbiology, University of Saskatchewan, Saskatoon, SK S7N 5B4, Canada
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Nelkner J, Huang L, Lin TW, Schulz A, Osterholz B, Henke C, Blom J, Pühler A, Sczyrba A, Schlüter A. Abundance, classification and genetic potential of Thaumarchaeota in metagenomes of European agricultural soils: a meta-analysis. ENVIRONMENTAL MICROBIOME 2023; 18:26. [PMID: 36998097 PMCID: PMC10064710 DOI: 10.1186/s40793-023-00479-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 03/09/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND For a sustainable production of food, research on agricultural soil microbial communities is inevitable. Due to its immense complexity, soil is still some kind of black box. Soil study designs for identifying microbiome members of relevance have various scopes and focus on particular environmental factors. To identify common features of soil microbiomes, data from multiple studies should be compiled and processed. Taxonomic compositions and functional capabilities of microbial communities associated with soils and plants have been identified and characterized in the past few decades. From a fertile Loess-Chernozem-type soil located in Germany, metagenomically assembled genomes (MAGs) classified as members of the phylum Thaumarchaeota/Thermoproteota were obtained. These possibly represent keystone agricultural soil community members encoding functions of relevance for soil fertility and plant health. Their importance for the analyzed microbiomes is corroborated by the fact that they were predicted to contribute to the cycling of nitrogen, feature the genetic potential to fix carbon dioxide and possess genes with predicted functions in plant-growth-promotion (PGP). To expand the knowledge on soil community members belonging to the phylum Thaumarchaeota, we conducted a meta-analysis integrating primary studies on European agricultural soil microbiomes. RESULTS Taxonomic classification of the selected soil metagenomes revealed the shared agricultural soil core microbiome of European soils from 19 locations. Metadata reporting was heterogeneous between the different studies. According to the available metadata, we separated the data into 68 treatments. The phylum Thaumarchaeota is part of the core microbiome and represents a major constituent of the archaeal subcommunities in all European agricultural soils. At a higher taxonomic resolution, 2074 genera constituted the core microbiome. We observed that viral genera strongly contribute to variation in taxonomic profiles. By binning of metagenomically assembled contigs, Thaumarchaeota MAGs could be recovered from several European soil metagenomes. Notably, many of them were classified as members of the family Nitrososphaeraceae, highlighting the importance of this family for agricultural soils. The specific Loess-Chernozem Thaumarchaeota MAGs were most abundant in their original soil, but also seem to be of importance in other agricultural soil microbial communities. Metabolic reconstruction of Switzerland_1_MAG_2 revealed its genetic potential i.a. regarding carbon dioxide (CO[Formula: see text]) fixation, ammonia oxidation, exopolysaccharide production and a beneficial effect on plant growth. Similar genetic features were also present in other reconstructed MAGs. Three Nitrososphaeraceae MAGs are all most likely members of a so far unknown genus. CONCLUSIONS On a broad view, European agricultural soil microbiomes are similarly structured. Differences in community structure were observable, although analysis was complicated by heterogeneity in metadata recording. Our study highlights the need for standardized metadata reporting and the benefits of networking open data. Future soil sequencing studies should also consider high sequencing depths in order to enable reconstruction of genome bins. Intriguingly, the family Nitrososphaeraceae commonly seems to be of importance in agricultural microbiomes.
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Affiliation(s)
- Johanna Nelkner
- Genome Research of Industrial Microorganisms, CeBiTec - Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Liren Huang
- Genome Research of Industrial Microorganisms, CeBiTec - Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Timo W. Lin
- Nucleic Acids Core Facility, Faculty of Biology, Johannes Gutenberg University Mainz, Germany Mainz
| | - Alexander Schulz
- Machine Learning Group, CITEC - Cognitive Interaction Technology, Bielefeld University, Bielefeld, Germany
| | - Benedikt Osterholz
- Genome Research of Industrial Microorganisms, CeBiTec - Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Christian Henke
- Computational Metagenomics Group, CeBiTec - Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Jochen Blom
- Bioinformatics and Systems Biology, Justus-Liebig-University, Gießen, Germany
| | - Alfred Pühler
- Genome Research of Industrial Microorganisms, CeBiTec - Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Alexander Sczyrba
- Genome Research of Industrial Microorganisms, CeBiTec - Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Andreas Schlüter
- Genome Research of Industrial Microorganisms, CeBiTec - Center for Biotechnology, Bielefeld University, Bielefeld, Germany
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