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Feng G, Wu Y, Yang C, Zhang Q, Wang S, Dong M, Wang Y, Qi H, Guo L. Effects of coastal saline-alkali soil on rhizosphere microbial community and crop yield of cotton at different growth stages. Front Microbiol 2024; 15:1359698. [PMID: 38706969 PMCID: PMC11066693 DOI: 10.3389/fmicb.2024.1359698] [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: 12/21/2023] [Accepted: 03/21/2024] [Indexed: 05/07/2024] Open
Abstract
Soil salinization is a global constraint that significantly hampers agricultural production, with cotton being an important cash crop that is not immune to its detrimental effects. The rhizosphere microbiome plays a critical role in plant health and growth, which assists plants in resisting adverse abiotic stresses including soil salinization. This study explores the impact of soil salinization on cotton, including its effects on growth, yield, soil physical and chemical properties, as well as soil bacterial community structures. The results of β-diversity analysis showed that there were significant differences in bacterial communities in saline-alkali soil at different growth stages of cotton. Besides, the more severity of soil salinization, the more abundance of Proteobacteria, Bacteroidota enriched in rhizosphere bacterial composition where the abundance of Acidobacteriota exhibited the opposite trend. And the co-occurrence network analysis showed that soil salinization affected the complexity of soil bacterial co-occurrence network. These findings provide valuable insights into the mechanisms by which soil salinization affects soil microorganisms in cotton rhizosphere soil and offer guidance for improving soil salinization using beneficial microorganisms.
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Affiliation(s)
- Guoyi Feng
- Hebei Branch of National Cotton Improvement Center/Key Laboratory of Cotton Biology and Genetic Breeding in Huanghuaihai Semiarid Area, Ministry of Agriculture and Rural Affairs, Cotton Research Institute Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, China
| | - Yajie Wu
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research of CAAS, Anyang, China
| | - Chuanzhen Yang
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research of CAAS, Anyang, China
| | - Qian Zhang
- Hebei Branch of National Cotton Improvement Center/Key Laboratory of Cotton Biology and Genetic Breeding in Huanghuaihai Semiarid Area, Ministry of Agriculture and Rural Affairs, Cotton Research Institute Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, China
| | - Shulin Wang
- Hebei Branch of National Cotton Improvement Center/Key Laboratory of Cotton Biology and Genetic Breeding in Huanghuaihai Semiarid Area, Ministry of Agriculture and Rural Affairs, Cotton Research Institute Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, China
| | - Ming Dong
- Hebei Branch of National Cotton Improvement Center/Key Laboratory of Cotton Biology and Genetic Breeding in Huanghuaihai Semiarid Area, Ministry of Agriculture and Rural Affairs, Cotton Research Institute Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, China
| | - Yan Wang
- Hebei Branch of National Cotton Improvement Center/Key Laboratory of Cotton Biology and Genetic Breeding in Huanghuaihai Semiarid Area, Ministry of Agriculture and Rural Affairs, Cotton Research Institute Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, China
| | - Hong Qi
- Hebei Branch of National Cotton Improvement Center/Key Laboratory of Cotton Biology and Genetic Breeding in Huanghuaihai Semiarid Area, Ministry of Agriculture and Rural Affairs, Cotton Research Institute Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, China
| | - Lixue Guo
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research of CAAS, Anyang, China
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Xu K, Liu X, Pang L, Yue Y, Chatzisymeon E, Yang P. Response behavior of antibiotic resistance genes and human pathogens to slope gradient and position: An environmental risk analysis in sloping cultivated land. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 905:166994. [PMID: 37742984 DOI: 10.1016/j.scitotenv.2023.166994] [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: 06/07/2023] [Revised: 08/30/2023] [Accepted: 09/09/2023] [Indexed: 09/26/2023]
Abstract
Soils, especially in farmlands, are key media for the transmission of antibiotic resistance genes (ARGs) and their hosts from the environment to humans. Sloping farmland is an important agricultural resource, but there lack of studies on the fate and risk of ARGs in sloping land. Also, the behavior and drivers of ARGs in response to slope gradient and position are unclear. Here, metagenomics was used to investigate the profiles of ARGs, mobile genetic elements, and microbial communities in soils from lands of five slope gradients (5°, 10°, 15°, 20°, and 25°) with two slope positions (uphill and downhill). Results showed that while the abundance (except 15°) and diversity (except 20°) of ARGs increased as the slope gradient increased, the diversity of ARGs with health risk, especially the high-risk ones, decreased. For slope positions, abundant and diverse ARGs were more likely to accumulate at downhill. Furthermore, 52 bacterial genera and 12 human pathogenic bacteria (HPB) species were identified as the potential hosts for ARGs with high risk, and abundant HPB species were also detected in the soils with low gradients at downhill. Moreover, the structural equation model analysis revealed that the slope gradient and the slope position have both direct and indirect effects on the abundance of ARGs. Further correlation analysis revealed that the slope gradient has a positive effect (p < 0.05) on nitrite nitrogen in the soils. Also, the slope position has a negative effect (p < 0.05) on total phosphorus and microbial nitrogen, while positively affected (p < 0.05) on particulate nitrogen and microbial carbon, which were the key factors driving the behavior of ARGs. Overall, this study provided comprehensive information on ARGs with health risks and their potential pathogenic hosts in sloping farmland. It can be important for controlling antibiotic resistance transmission and be consistent with the One Health framework.
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Affiliation(s)
- Kailin Xu
- College of Architecture and Environment, Sichuan University, Chengdu 610065, China
| | - Xuna Liu
- College of Architecture and Environment, Sichuan University, Chengdu 610065, China
| | - Lina Pang
- College of Architecture and Environment, Sichuan University, Chengdu 610065, China.
| | - Yao Yue
- State Key Laboratory of Water Resources Engineering and Management, School of Water Resources and Hydropower Engineering, Wuhan University, Wuhan 430072, China; State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, 610065, China
| | - Efthalia Chatzisymeon
- School of Engineering, Institute for Infrastructure and Environment, The University of Edinburgh, Edinburgh EH9 3JL, United Kingdom
| | - Ping Yang
- College of Architecture and Environment, Sichuan University, Chengdu 610065, China
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Mundra S, Shockey J, Morsy M. Editorial: Plant microbiome: Ecology, functions, and application trends. FRONTIERS IN PLANT SCIENCE 2023; 14:1175556. [PMID: 36959951 PMCID: PMC10029725 DOI: 10.3389/fpls.2023.1175556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 02/28/2023] [Indexed: 06/18/2023]
Affiliation(s)
- Sunil Mundra
- Department of Biology, College of Science, United Arab Emirates University, Al−Ain, Abu−Dhabi, United Arab Emirates
- Khalifa Center for Genetic Engineering and Biotechnology, United Arab Emirates University, Al−Ain, United Arab Emirates
| | - Jay Shockey
- United States Department of Agriculture, Agricultural Research Service, Southern Regional Research Center, New Orleans, LA, United States
| | - Mustafa Morsy
- Department of Biological and Environmental Sciences, University of West Alabama, Livingston, AL, United States
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Ma Z, Li P, Yang C, Feng Z, Feng H, Zhang Y, Zhao L, Zhou J, Zhu H, Wei F. Soil bacterial community response to continuous cropping of cotton. Front Microbiol 2023; 14:1125564. [PMID: 36778850 PMCID: PMC9909236 DOI: 10.3389/fmicb.2023.1125564] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 01/10/2023] [Indexed: 01/27/2023] Open
Abstract
Introduction Long-term continuous cropping may result in the outbreak and proliferation of soil-borne diseases, as well as reduction in annual crop production. Overcoming the obstacles of continuous cropping is critical for the long-term growth of modern agriculture. Soil microbes are essential for plant health, but the consequences of continuous cropping on soil microbiome are still poorly understood. Methods This study analyzed changes in soil bacterial community composition of Aksu (AKS) and Shihezi (SHZ) in Xinjiang Province during 1-20 years of continuous cropping by 16S amplicon sequencing. The results showed that the incidence of cotton Verticillium wilt rose with the number of cropping years. The bacterial alpha diversity in the AKS soil grew as the number of continuous cropping years increased, however it declined in the SHZ soil. Results The results of beta diversity analysis showed that there were significant differences in soil bacterial communities between different continuous cropping years and between different soils. The results of community composition changes at the level of main phyla and genus showed that the relative abundance of Actinobacteria, Bacteroidetes and Streptomyces decreased with the increase of continuous cropping years in the AKS and the SHZ soils. In addition, Actinobacteria, Propionibacteriales, and Nocardioidaceae were significantly enriched during the early stages of continuous cropping. Network analysis showed that long-term (≥8 years) continuous cropping interfered with the complexity of soil bacterial co-occurrence networks and reduced collaboration between OTUs. Discussion These findings suggested that continuous cropping and soil origin jointly affected the diversity and structural of bacterial communities, and the loss of Nocardioidaceae and Streptomyces in Actinobacteria might be one of the reasons of continuous cropping obstacles.
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Affiliation(s)
- Zheng Ma
- National Engineering Research Center of Cotton Biology Breeding and Industrial Technology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, China
| | - Peng Li
- Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Chuanzhen Yang
- Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Zili Feng
- National Engineering Research Center of Cotton Biology Breeding and Industrial Technology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Hongjie Feng
- Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, China
| | - Yalin Zhang
- National Engineering Research Center of Cotton Biology Breeding and Industrial Technology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Lihong Zhao
- National Engineering Research Center of Cotton Biology Breeding and Industrial Technology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Jinglong Zhou
- Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Heqin Zhu
- Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, China,*Correspondence: Heqin Zhu, ✉
| | - Feng Wei
- National Engineering Research Center of Cotton Biology Breeding and Industrial Technology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China,Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, China,Feng Wei, ✉
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Yang C, Yue H, Ma Z, Feng Z, Feng H, Zhao L, Zhang Y, Deakin G, Xu X, Zhu H, Wei F. Influence of plant genotype and soil on the cotton rhizosphere microbiome. Front Microbiol 2022; 13:1021064. [PMID: 36204634 PMCID: PMC9530387 DOI: 10.3389/fmicb.2022.1021064] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 08/30/2022] [Indexed: 11/21/2022] Open
Abstract
Rhizosphere microbial communities are recognized as crucial products of intimate interactions between plant and soil, playing important roles in plant growth and health. Enhancing the understanding of this process is a promising way to promote the next green revolution by applying the multifunctional benefits coming with rhizosphere microbiomes. In this study, we propagated eight cotton genotypes (four upland cotton cultivars and four sea-land cotton cultivars) with varying levels of resistance to Verticillium dahliae in three distinct soil types. Amplicon sequencing was applied to profile both bacterial and fungal communities in the rhizosphere of cotton. The results revealed that soil origin was the primary factor causing divergence in rhizosphere microbial community, with plant genotype playing a secondary role. The Shannon and Simpson indices revealed no significant differences in the rhizosphere microbial communities of Gossypium barbadense and G. hirsutum. Soil origin accounted for 34.0 and 59.05% of the total variability in the PCA of the rhizosphere bacterial and fungal communities, respectively, while plant genotypes within species only accounted for 1.1 to 6.6% of the total variability among microbial population. Similar results were observed in the Bray-Curtis indices. Interestingly, the relative abundance of Acidobacteria phylum in G. barbadense was greater in comparison with that of G. hirsutum. These findings suggested that soil origin and cotton genotype modulated microbiome assembly with soil predominantly shaping rhizosphere microbiome assembly, while host genotype slightly tuned this recruitment process by changing the abundance of specific microbial consortia.
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Affiliation(s)
- Chuanzhen Yang
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Hongchen Yue
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Zheng Ma
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Zili Feng
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Hongjie Feng
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Lihong Zhao
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Yalin Zhang
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
| | - Greg Deakin
- NIAB East Malling Research, Kent, United Kingdom
| | - Xiangming Xu
- NIAB East Malling Research, Kent, United Kingdom
| | - Heqin Zhu
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
| | - Feng Wei
- State Key Laboratory of Cotton Biology, Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, China
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, China
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Yang J, Masoudi A, Li H, Gu Y, Wang C, Wang M, Yu Z, Liu J. Microbial community structure and niche differentiation under different health statuses of Pinus bungeana in the Xiong'an New Area in China. Front Microbiol 2022; 13:913349. [PMID: 36118200 PMCID: PMC9481298 DOI: 10.3389/fmicb.2022.913349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 08/11/2022] [Indexed: 11/13/2022] Open
Abstract
Pinus bungeana is a native but endangered plant species in China, with high ornamental value and adaptability to drought and cold. The relationship between the soil community structure and endophytic microbes in the tissues of P. bungeana under different health statuses is poorly understood. In this study, the endophytic bacterial and fungal communities of P. bungeana under different health statuses were compared and analyzed in the Xiong'an New Area. Using high-throughput deep sequencing [16S and internal transcribed spacer (ITS) rRNA] techniques, the effect of the health status of P. bungeana on the microbial communities in bulk soil, rhizospheric soil, roots, stems, and leaves was determined in this study. We observed that the diversity of the bacterial and fungal communities of the aboveground parts (stems and leaves) of healthy P. bungeana plants was much higher than that of the unhealthy plants. However, the diversity of bacterial and fungal communities in the belowground parts (bulk soil, rhizospheric soil, and roots) showed almost no difference in microbial community richness, indicating that the possible cause of illness was transmitted in a “top-down” manner. Furthermore, there were significant differences in the microbial diversity and community structure in different ecological niches of P. bungeana (P < 0.01). Proteobacteria and Actinobacteria were the dominant bacterial phyla, while Ascomycota, Basidiomycota, and Mortierellomycota were the predominant fungal phyla. Redundancy analysis (RDA) revealed that soil organic matter (SOM), total phosphorous (TP), total potassium (TK), total nitrogen (TN), water content (WC), power of hydrogen (pH), total carbon (TC), and the ratio of carbon to nitrogen (C/N) were significantly correlated with the composition of the microbial communities. Altogether, these results provide a scientific basis for further studies on the mechanism underlying the “aboveground–underground” microbial interactions in plantation forests, which can aid in promoting the healthy and sustainable development of the Millennium Xiulin forest in the Xiong'an New Area.
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Affiliation(s)
- Jia Yang
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Ministry of Education Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, China
| | - Abolfazl Masoudi
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Ministry of Education Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, China
| | - Hao Li
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Ministry of Education Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, China
| | - Yifan Gu
- School of Geographic Sciences, Hebei Normal University, Shijiazhuang, China
| | - Can Wang
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Ministry of Education Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, China
| | - Min Wang
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Ministry of Education Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, China
| | - Zhijun Yu
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Ministry of Education Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, China
- *Correspondence: Zhijun Yu
| | - Jingze Liu
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, Hebei Collaborative Innovation Center for Eco-Environment, Ministry of Education Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, China
- Jingze Liu
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Carrasco-Espinosa K, Avitia M, Barrón-Sandoval A, Abbruzzini TF, Salazar Cabrera UI, Arroyo-Lambaer D, Uscanga A, Campo J, Benítez M, Wegier A, Rosell JA, Reverchon F, Hernández G, Boege K, Escalante AE. Land-Use Change and Management Intensification Is Associated with Shifts in Composition of Soil Microbial Communities and Their Functional Diversity in Coffee Agroecosystems. Microorganisms 2022; 10:microorganisms10091763. [PMID: 36144367 PMCID: PMC9504970 DOI: 10.3390/microorganisms10091763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 08/12/2022] [Accepted: 08/22/2022] [Indexed: 11/17/2022] Open
Abstract
Despite the central role of microorganisms in soil fertility, little understanding exists regarding the impact of management practices and soil microbial diversity on soil processes. Strong correlations among soil microbial composition, management practices, and microbially mediated processes have been previously shown. However, limited integration of the different parameters has hindered our understanding of agroecosystem functioning. Multivariate analyses of these systems allow simultaneous evaluation of the parameters and can lead to hypotheses on the microbial groups involved in specific nutrient transformations. In the present study, using a multivariate approach, we investigated the effect of microbial composition (16SrDNA sequencing) and soil properties in carbon mineralization (CMIN) (BIOLOG™, Hayward, CA, USA) across different management categories on coffee agroecosystems in Mexico. Results showed that (i) changes in soil physicochemical variables were related to management, not to region, (ii) microbial composition was associated with changes in management intensity, (iii) specific bacterial groups were associated with different management categories, and (iv) there was a broader utilization range of carbon sources in non-managed plots. The identification of specific bacterial groups, management practices, and soil parameters, and their correlation with the utilization range of carbon sources, presents the possibility to experimentally test hypotheses on the interplay of all these components and further our understanding of agroecosystem functioning and sustainable management.
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Affiliation(s)
- Karen Carrasco-Espinosa
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
- Programa de Doctorado en Ciencias Biomédicas, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Morena Avitia
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Alberto Barrón-Sandoval
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697, USA
| | - Thalita F. Abbruzzini
- Laboratorio de Biogeoquímica Terrestre y Clima, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Ulises Isaac Salazar Cabrera
- Laboratorio de Biogeoquímica Terrestre y Clima, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Denise Arroyo-Lambaer
- Laboratorio de Restauración Ecológica, Instituto de Biología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Adriana Uscanga
- Laboratorio de Restauración Ecológica, Instituto de Biología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Julio Campo
- Laboratorio de Biogeoquímica Terrestre y Clima, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Mariana Benítez
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Ana Wegier
- Laboratorio de Genética de la Conservación, Jardín Botánico, Instituto de Biología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Julieta A. Rosell
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Frédérique Reverchon
- Red de Estudios Moleculares Avanzados, Instituto de Ecología A.C., Pátzcuaro 91070, Mexico
| | - Gerardo Hernández
- Centro Agroecológico del Café A.C. Clúster Biomimic-Inecol, Xalapa Enríquez Centro, Veracruz 91000, Mexico
| | - Karina Boege
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Ana E. Escalante
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
- Correspondence:
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8
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Loganathachetti DS, Alhashmi F, Chandran S, Mundra S. Irrigation water salinity structures the bacterial communities of date palm ( Phoenix dactylifera)-associated bulk soil. FRONTIERS IN PLANT SCIENCE 2022; 13:944637. [PMID: 35991423 PMCID: PMC9388049 DOI: 10.3389/fpls.2022.944637] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Accepted: 07/12/2022] [Indexed: 06/15/2023]
Abstract
The irrigation of date palms (Phoenix dactylifera) with saline groundwater is routinely practiced in the agroecosystems of arid environments because of freshwater scarcity. This leads to salts deposition in topsoil layers and increases soil salinization. However, how different irrigation sources affect soil microbiota is poorly understood. Bulk soil samples were collected from date farms receiving non-saline water and saline groundwater to examine bacterial communities using metabarcoding. Overall, bacterial diversity measures (Shannon diversity index, richness, and evenness) did not vary between irrigation sources. Bacterial communities were structured based on irrigation water sources and were significantly associated with their electrical conductivity. Of 5,155 operational taxonomic units (OTUs), 21.3% were unique to soil irrigated with saline groundwater, 31.5% received non-saline water irrigation, and 47.2% were shared. The Proteobacteria abundance was higher in soil under saline groundwater irrigation while Actinobacteriota abundance was lower. A compositional shift at the genera level was also evident; the abundance of Subgroup_10 and Mycobacterium was higher under saline groundwater irrigation. Mycobacterium was a key indicator of OTU under saline groundwater irrigation while Solirubrobacter was an indicator of non-saline water irrigation. Functional gene analyses showed enrichment of fatty acid, cell wall, and starch biosynthesis pathways in soil under saline groundwater irrigation. These findings provide insights into how "salinity filtering" influences bacterial communities, key taxa, and the potential metabolic function in soil under increasing irrigation water salinities, and have broad implications for arid agroecosystems.
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Affiliation(s)
| | - Fardous Alhashmi
- Department of Biology, College of Science, United Arab Emirate University, Al Ain, United Arab Emirates
| | - Subha Chandran
- Department of Biology, College of Science, United Arab Emirate University, Al Ain, United Arab Emirates
| | - Sunil Mundra
- Department of Biology, College of Science, United Arab Emirate University, Al Ain, United Arab Emirates
- Khalifa Center for Genetic Engineering and Biotechnology, United Arab Emirates University, Al Ain, United Arab Emirates
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9
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Pongmala K, Pierret A, Oliva P, Pando A, Davong V, Rattanavong S, Silvera N, Luangraj M, Boithias L, Xayyathip K, Menjot L, Macouin M, Rochelle-Newall E, Robain H, Vongvixay A, Simpson AJH, Dance DAB, Ribolzi O. Distribution of Burkholderia pseudomallei within a 300-cm deep soil profile: implications for environmental sampling. Sci Rep 2022; 12:8674. [PMID: 35606475 PMCID: PMC9126866 DOI: 10.1038/s41598-022-12795-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 05/12/2022] [Indexed: 01/02/2023] Open
Abstract
The environmental distribution of Burkholderia pseudomallei, the causative agent of melioidosis, remains poorly understood. B. pseudomallei is known to have the ability to occupy a variety of environmental niches, particularly in soil. This paper provides novel information about a putative association of soil biogeochemical heterogeneity and the vertical distribution of B. pseudomallei. We investigated (1) the distribution of B. pseudomallei along a 300-cm deep soil profile together with the variation of a range of soil physico-chemical properties; (2) whether correlations between the distribution of B. pseudomallei and soil physico-chemical properties exist and (3) when they exist, what such correlations indicate with regards to the environmental conditions conducive to the occurrence of B. pseudomallei in soils. Unexpectedly, the highest concentrations of B. pseudomallei were observed between 100 and 200 cm below the soil surface. Our results indicate that unravelling the environmental conditions favorable to B. pseudomallei entails considering many aspects of the actual complexity of soil. Important recommendations regarding environmental sampling for B. pseudomallei can be drawn from this work, in particular that collecting samples down to the water table is of foremost importance, as groundwater persistence appears to be a controlling factor of the occurrence of B. pseudomallei in soil.
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Rodriguez V, Moskwa LM, Oses R, Kühn P, Riveras-Muñoz N, Seguel O, Scholten T, Wagner D. Impact of Climate and Slope Aspects on the Composition of Soil Bacterial Communities Involved in Pedogenetic Processes along the Chilean Coastal Cordillera. Microorganisms 2022; 10:microorganisms10050847. [PMID: 35630293 PMCID: PMC9143490 DOI: 10.3390/microorganisms10050847] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 04/13/2022] [Accepted: 04/16/2022] [Indexed: 02/04/2023] Open
Abstract
Soil bacteria play a fundamental role in pedogenesis. However, knowledge about both the impact of climate and slope aspects on microbial communities and the consequences of these items in pedogenesis is lacking. Therefore, soil-bacterial communities from four sites and two different aspects along the climate gradient of the Chilean Coastal Cordillera were investigated. Using a combination of microbiological and physicochemical methods, soils that developed in arid, semi-arid, mediterranean, and humid climates were analyzed. Proteobacteria, Acidobacteria, Chloroflexi, Verrucomicrobia, and Planctomycetes were found to increase in abundance from arid to humid climates, while Actinobacteria and Gemmatimonadetes decreased along the transect. Bacterial-community structure varied with climate and aspect and was influenced by pH, bulk density, plant-available phosphorus, clay, and total organic-matter content. Higher bacterial specialization was found in arid and humid climates and on the south-facing slope and was likely promoted by stable microclimatic conditions. The presence of specialists was associated with ecosystem-functional traits, which shifted from pioneers that accumulated organic matter in arid climates to organic decomposers in humid climates. These findings provide new perspectives on how climate and slope aspects influence the composition and functional capabilities of bacteria, with most of these capabilities being involved in pedogenetic processes.
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Affiliation(s)
- Victoria Rodriguez
- GFZ German Research Centre for Geosciences, Section Geomicrobiology, 14473 Potsdam, Germany; (V.R.); (L.-M.M.)
| | - Lisa-Marie Moskwa
- GFZ German Research Centre for Geosciences, Section Geomicrobiology, 14473 Potsdam, Germany; (V.R.); (L.-M.M.)
| | - Rómulo Oses
- Centro Regional de Investigación y Desarrollo Sustentable de Atacama, Universidad de Atacama (CRIDESAT UDA), Copayapu 484, Copiapó 1530000, Chile;
| | - Peter Kühn
- Department of Geosciences, Soil Science and Geomorphology, University of Tübingen, 72070 Tübingen, Germany; (P.K.); (N.R.-M.); (T.S.)
| | - Nicolás Riveras-Muñoz
- Department of Geosciences, Soil Science and Geomorphology, University of Tübingen, 72070 Tübingen, Germany; (P.K.); (N.R.-M.); (T.S.)
| | - Oscar Seguel
- Facultad de Ciencias Agronómicas, Universidad de Chile, Av. Santa Rosa #11315, La Pintana, Santiago 8820808, Chile;
| | - Thomas Scholten
- Department of Geosciences, Soil Science and Geomorphology, University of Tübingen, 72070 Tübingen, Germany; (P.K.); (N.R.-M.); (T.S.)
| | - Dirk Wagner
- GFZ German Research Centre for Geosciences, Section Geomicrobiology, 14473 Potsdam, Germany; (V.R.); (L.-M.M.)
- Institute of Geosciences, University of Potsdam, 14476 Potsdam, Germany
- Correspondence:
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11
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Vuong P, Moreira-Grez B, Wise MJ, Whiteley AS, Kumaresan D, Kaur P. From Rags to Enriched: Metagenomic Insights into Ammonia-oxidizing Archaea Following Ammonia Enrichment of a Denuded Oligotrophic Soil Ecosystem. Environ Microbiol 2022; 24:3097-3110. [PMID: 35384236 PMCID: PMC9545067 DOI: 10.1111/1462-2920.15994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 03/28/2022] [Indexed: 11/29/2022]
Abstract
Stored topsoil acts as a microbial inoculant for ecological restoration of land after disturbance, but the altered circumstances frequently create unfavorable conditions for microbial survival. Nitrogen cycling is a critical indicator for ecological success and this study aimed to investigate the cornerstone taxa driving the process. Previous in-silico studies investigating stored topsoil discovered persistent archaeal taxa with the potential for re-establishing ecological activity. Ammonia oxidization is the limiting step in nitrification and as such, ammonia oxidizing archaea (AOA) can be considered as the one of the gatekeepers for the re-establishment of the nitrogen cycle in disturbed soils. Semi-arid soil samples were enriched with ammonium sulfate to promote the selective enrichment of ammonia oxidizers for targeted genomic recovery, and to investigate the microbial response of the microcosm to nitrogen input. Ammonia addition produced an increase in AOA population, particularly within the genus Candidatus Nitrosotalea, from which metagenome-assembled genomes (MAGs) were successfully recovered. The Ca. Nitrosotalea archaeon candidates' ability to survive in extreme conditions and rapidly respond to ammonia input makes it a potential bioprospecting target for application in ecological restoration of semi-arid soils and the recovered MAGs provide a metabolic blueprint for developing potential strategies towards isolation of these acclimated candidates. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Paton Vuong
- UWA School of Agriculture & Environment, University of Western Australia, Perth, Australia
| | - Benjamin Moreira-Grez
- UWA School of Agriculture & Environment, University of Western Australia, Perth, Australia
| | - Michael J Wise
- School of Physics, Mathematics and Computing, University of Western Australia, Perth, Australia.,The Marshall Centre of Infectious Diseases, School of Biological Sciences, The University of Western Australia, Perth, Australia
| | - Andrew S Whiteley
- Centre for Environment & Life Sciences, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Floreat, Australia
| | - Deepak Kumaresan
- School of Biological Sciences, Queen's University of Belfast, Belfast, UK
| | - Parwinder Kaur
- UWA School of Agriculture & Environment, University of Western Australia, Perth, Australia
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12
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Willms IM, Bolz SH, Yuan J, Krafft L, Schneider D, Schöning I, Schrumpf M, Nacke H. The ubiquitous soil verrucomicrobial clade 'Candidatus Udaeobacter' shows preferences for acidic pH. ENVIRONMENTAL MICROBIOLOGY REPORTS 2021; 13:878-883. [PMID: 34459151 DOI: 10.1111/1758-2229.13006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/19/2021] [Accepted: 08/22/2021] [Indexed: 06/13/2023]
Abstract
Members of the verrucomicrobial clade 'Candidatus Udaeobacter' rank among the most dominant bacterial phylotypes in soil. Nevertheless, despite this global prevalence, in-depth analyses with respect to pH preferences of 'Ca. Udaeobacter' representatives are still lacking. Here, we utilized a recently designed primer pair, specifically targeting 'Ca. Udaeobacter', to investigate links between soil pH and the abundance as well as phylotype composition of this largely unexplored verrucomicrobial clade. Based on 150 forest and 150 grassland soils, comprising a broad pH range, we determined the highest total abundance of 'Ca. Udaeobacter' in strongly acidic soil (pH, ~5.1) and, noteworthy, in ultra-acidic soil (pH < 3.5) and at a pH ≥ 7, its abundance drastically declined. When we analysed the six most dominant amplicon sequence variants affiliated with 'Ca. Udaeobacter' separately, their abundances peaked within a pH range of approximately 4.7-5.2, and only in one case at slightly acidic soil pH (pH, 6.1). Our study benefits from a combination of quantitative real-time PCR and high-throughput amplicon sequencing, enabling for the first time a highly specific abundance analysis of representatives affiliated with 'Ca. Udaeobacter', which revealed that this globally abundant verrucomicrobial clade shows preferences for acidic soil.
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Affiliation(s)
- Inka M Willms
- Department of Genomic and Applied Microbiology and Göttingen Genomics Laboratory, Institute of Microbiology and Genetics, Georg-August University of Göttingen, Göttingen, D-37077, Germany
| | - Simon H Bolz
- Department of Genomic and Applied Microbiology and Göttingen Genomics Laboratory, Institute of Microbiology and Genetics, Georg-August University of Göttingen, Göttingen, D-37077, Germany
| | - Jingyue Yuan
- Department of Genomic and Applied Microbiology and Göttingen Genomics Laboratory, Institute of Microbiology and Genetics, Georg-August University of Göttingen, Göttingen, D-37077, Germany
| | - Lisa Krafft
- Department of Genomic and Applied Microbiology and Göttingen Genomics Laboratory, Institute of Microbiology and Genetics, Georg-August University of Göttingen, Göttingen, D-37077, Germany
| | - Dominik Schneider
- Department of Genomic and Applied Microbiology and Göttingen Genomics Laboratory, Institute of Microbiology and Genetics, Georg-August University of Göttingen, Göttingen, D-37077, Germany
| | - Ingo Schöning
- Max Planck Institute for Biogeochemistry, Jena, D-07745, Germany
| | - Marion Schrumpf
- Max Planck Institute for Biogeochemistry, Jena, D-07745, Germany
| | - Heiko Nacke
- Department of Genomic and Applied Microbiology and Göttingen Genomics Laboratory, Institute of Microbiology and Genetics, Georg-August University of Göttingen, Göttingen, D-37077, Germany
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13
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Towards sustainable agriculture: rhizosphere microbiome engineering. Appl Microbiol Biotechnol 2021; 105:7141-7160. [PMID: 34508284 DOI: 10.1007/s00253-021-11555-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 08/22/2021] [Accepted: 08/24/2021] [Indexed: 11/26/2022]
Abstract
Soil microbiomes are extremely complex, with dense networks of interconnected microbial species underpinning vital functions for the ecosystem. In advanced agricultural research, rhizosphere microbiome engineering is gaining much attention, as the microbial community has been acknowledged to be a crucial partner of associated plants for their health fitness and yield. However, single or combined effects of a wide range of soil biotic and abiotic factors impact the success of engineered microbiomes, as these microbial communities exhibit uneven structural and functional networks in diverse soil conditions. Therefore, once a deep understanding of major influential factors and corresponding microbial responses is developed, the microbiome can be more effectively manipulated and optimized for cropping benefits. In this mini-review, we propose the concept of a microbiome-mediated smart agriculture system (MiMSAS). We summarize some of the advanced strategies for engineering the rhizosphere microbiome to withstand the stresses imposed by dominant abiotic and biotic factors. This work will help the scientific community gain more clarity about engineered microbiome technologies for increasing crop productivity and environmental sustainability.Key points• Individual or combined effects of soil biotic and abiotic variables hamper the implementation of engineered microbiome technologies in the field.• As a traditional approach, reduced-tillage practices coinciding with biofertilization can promote a relatively stable functional microbiome.• Increasing the complexity and efficiency of the synthetic microbiome is one way to improve its field-application success rate.• Plant genome editing/engineering is a promising approach for recruiting desired microbiomes for agricultural benefit.
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Wang C, Masoudi A, Wang M, Yang J, Yu Z, Liu J. Land-use types shape soil microbial compositions under rapid urbanization in the Xiong'an New Area, China. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 777:145976. [PMID: 33677303 DOI: 10.1016/j.scitotenv.2021.145976] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 02/03/2021] [Accepted: 02/14/2021] [Indexed: 06/12/2023]
Abstract
For urban planning and infrastructural projects, considerable attention has been paid to the relationship between soil biota, especially protists, and edaphic conditions in various land-use types having different plant species in the Xiong'an New Area of China. To elucidate this relationship, we assessed edaphic variables and soil biota compositions and compared them among 5 habitat types: human-made forests, crop cultivations, arid rivers, Baiyangdian (BYD) Lake, and around oil wells. In all, 12 experimental plots from terrestrial and aquatic ecosystems were assessed using high-throughput sequencing of environmental DNA, targeting the V3-V4 region of the 16S rRNA gene, internal transcribed spacer 1, and V4 region of the 18S rRNA gene for bacteria, fungi, and protists, respectively. The abundance of bacterial and protist communities was higher than fungi, possibly because fungi prefer acidic soil conditions and likely have greater susceptibility to anthropogenic activities. Across all experimental plots, land-use types contributed the most to the β-diversity of soil biota, followed by soil moisture. Diversity and richness were significantly higher at aquatic habitats than at terrestrial habitats. Predictive metagenomic analysis of trophic groups predicted relatively high frequency of functional genes from bacterial metabolism pathways (carbohydrate and amino acid); contrary to expectation, phototrophic protists, but not fungal symbionts and protistan consumers, were the dominant group at the BYD Lake. Geographical coordinates showed significant (P < 0.05) relationships with all microbiome taxa (nodes at network) from all land-use types. Moreover, soil-microbiome relationships were more complex and more intense at crop habitats. Links between protist and fungal taxa were the highest at the petroleum-contaminated sampling sites, indicating the importance of these two soil microbiomes in polluted soil. Thus, our findings suggest that human manipulation and land-use types are crucial factors for soil biota structure and composition across our sampling sites.
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Affiliation(s)
- Can Wang
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei 050024, PR China
| | - Abolfazl Masoudi
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei 050024, PR China
| | - Min Wang
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei 050024, PR China
| | - Jia Yang
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei 050024, PR China
| | - Zhijun Yu
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei 050024, PR China.
| | - Jingze Liu
- Hebei Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei 050024, PR China.
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15
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Selari PJRG, Olchanheski LR, Ferreira AJ, Paim TDP, Calgaro Junior G, Claudio FL, Alves EM, Santos DDC, Araújo WL, Silva FG. Short-Term Effect in Soil Microbial Community of Two Strategies of Recovering Degraded Area in Brazilian Savanna: A Pilot Case Study. Front Microbiol 2021; 12:661410. [PMID: 34177841 PMCID: PMC8221397 DOI: 10.3389/fmicb.2021.661410] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 05/14/2021] [Indexed: 12/24/2022] Open
Abstract
The Brazilian Cerrado is a highland tropical savanna considered a biodiversity hotspot with many endemic species of plants and animals. Over the years, most of the native areas of this biome became arable areas, and with inadequate management, some are nowadays at varying levels of degradation stage. Crop-livestock integrated systems (CLIS) are one option for the recovery of areas in degradation, improving the physicochemical and biological characteristics of the soil while increasing income and mitigating risks due to product diversification. Little is known about the effect of CLIS on the soil microbial community. Therefore, we perform this pilot case study to support further research on recovering degraded areas. The bacterial and fungal soil communities in the area with CLIS were compared to an area under moderate recovery (low-input recovering - LI) and native savanna (NS) area. Bacterial and fungal communities were investigated by 16S and ITS rRNA gene sequencing (deep rRNA sequencing). Ktedonobacteraceae and AD3 families were found predominantly in LI, confirming the relationship of the members of the Chloroflexi phylum in challenging environmental conditions, which can be evidenced in LI. The CLIS soil presented 63 exclusive bacterial families that were not found in LI or NS and presented a higher bacterial richness, which can be related to good land management. The NS area shared 21 and 6 families with CLIS and LI, respectively, suggesting that the intervention method used in the analyzed period brings microbial diversity closer to the conditions of the native area, demonstrating a trend of approximation between NS and CLIS even in the short term. The most abundant fungal phylum in NS treatment was Basidiomycota and Mucoromycota, whereas Ascomycota predominated in CLIS and LI. The fungal community needs more time to recover and to approximate from the native area than the bacterial community. However, according to the analysis of bacteria, the CLIS area behaved differently from the LI area, showing that this treatment induces a faster response to the increase in species richness, tending to more accelerated recovery. Results obtained herein encourage CLIS as a sustainable alternative for recovery and production in degraded areas.
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Affiliation(s)
- Priscila Jane Romano Gonçalves Selari
- Laboratory of Microbiology, Department of Biology, Instituto Federal de Educação, Ciência e Tecnologia Goiano (Federal Institute of Education, Science and Technology Goiano), Ceres, Brazil
| | - Luiz Ricardo Olchanheski
- Laboratory of Microbiology, Department of Structural and Molecular Biology and Genetics, State University of Ponta Grossa (UEPG), Ponta Grossa, Brazil
| | - Almir José Ferreira
- Laboratory of Molecular Biology and Microbial Ecology, Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo (USP), São Paulo, Brazil
| | - Tiago do Prado Paim
- Laboratory of Education in Agriculture Production, Instituto Federal de Educação, Ciência e Tecnologia Goiano (Federal Institute of Education, Science and Technology Goiano), Iporá, Brazil
| | - Guido Calgaro Junior
- Laboratory of Education in Agriculture Production, Instituto Federal de Educação, Ciência e Tecnologia Goiano (Federal Institute of Education, Science and Technology Goiano), Iporá, Brazil
| | - Flavio Lopes Claudio
- Laboratory of Education in Agriculture Production, Instituto Federal de Educação, Ciência e Tecnologia Goiano (Federal Institute of Education, Science and Technology Goiano), Iporá, Brazil
| | - Estenio Moreira Alves
- Laboratory of Education in Agriculture Production, Instituto Federal de Educação, Ciência e Tecnologia Goiano (Federal Institute of Education, Science and Technology Goiano), Iporá, Brazil
| | - Darliane de Castro Santos
- Laboratory of Agricultural Chemistry, Instituto Federal de Educação, Ciência e Tecnologia Goiano (Federal Institute of Education, Science and Technology Goiano), Rio Verde, Brazil
| | - Welington Luiz Araújo
- Laboratory of Molecular Biology and Microbial Ecology, Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo (USP), São Paulo, Brazil
| | - Fabiano Guimarães Silva
- Laboratory of Plant Tissue and Culture, Instituto Federal de Educação, Ciência e Tecnologia Goiano (Federal Institute of Education, Science and Technology Goiano), Rio Verde, Brazil
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16
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Mafiana MO, Kang XH, Leng Y, He LF, Li SW. Petroleum contamination significantly changes soil microbial communities in three oilfield locations in Delta State, Nigeria. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:31447-31461. [PMID: 33604834 DOI: 10.1007/s11356-021-12955-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 02/10/2021] [Indexed: 05/25/2023]
Abstract
Soil microbial community structure is altered by petroleum contamination in response to compound toxicity and degradation. Understanding the relation between petroleum contamination and soil microbial community structure is crucial to determine the amenability of contaminated soils to bacterial- and fungal-aided remediation. To understand how petroleum contamination and soil physicochemical properties jointly shaped the microbial structure of soils from different oilfields, high-throughput sequencing of 16S and ITS amplicons were used to evaluate the shifts of microbial communities in the petroleum-contaminated soils in Ughelli East (UE), Utorogu (UT), and Ughelli West (UW) oilfields located in Delta State, Nigeria. The results showed 1515 bacteria and 919 fungal average OTU number, and community richness and diversity, trending as AL > UT > UW > UE and AL > UW > UT > UE for bacteria, and AL > UW > UT > UE and UW > UT > AL > UE for fungi, respectively. The bacterial taxa KCM-B-112, unclassified Saccharibacteria, unclassified Rhizobiales, Desulfurellaceae, and Acidobacteriaceae and fungal Trichocomaceae, unclassified Ascomycota, unclassified Sporidiobolales, and unclassified Fungi were found to be the dominant families in petroleum-contaminated soils. Redundancy analysis (RDA) and Spearman's correlation analysis revealed that total carbon (TC), electric conductivity (EC), pH, and moisture content (MO) were the major drivers of bacterial and fungal communities, respectively. Gas chromatography-mass spectrophotometer (GC-MS) analysis exhibited that the differences in C7-C10, C11-C16, and C12-C29 compounds in the crude oil composition and soil MO content jointly constituted the microbial community variance among the contaminated soils. This study revealed the bacterial and fungal communities responsible for the biodegradation of petroleum contamination from these oilfields, which could serve as biomarkers to monitor oil spill site restoration within these areas. Further studies on these contaminated sites could offer useful insights into other contributing factors such as heavy metals.
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Affiliation(s)
- Macdonald Ogorm Mafiana
- School of Environmental and Municipal Engineering, Lanzhou Jiaotong University, 730070, Lanzhou, People's Republic of China.
| | - Xiao-Hu Kang
- School of Environmental and Municipal Engineering, Lanzhou Jiaotong University, 730070, Lanzhou, People's Republic of China
| | - Yan Leng
- School of Environmental and Municipal Engineering, Lanzhou Jiaotong University, 730070, Lanzhou, People's Republic of China
| | - Li-Fang He
- School of Environmental and Municipal Engineering, Lanzhou Jiaotong University, 730070, Lanzhou, People's Republic of China
| | - Shi-Weng Li
- School of Environmental and Municipal Engineering, Lanzhou Jiaotong University, 730070, Lanzhou, People's Republic of China.
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17
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Delitte M, Caulier S, Bragard C, Desoignies N. Plant Microbiota Beyond Farming Practices: A Review. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2021. [DOI: 10.3389/fsufs.2021.624203] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Plants have always grown and evolved surrounded by numerous microorganisms that inhabit their environment, later termed microbiota. To enhance food production, humankind has relied on various farming practices such as irrigation, tilling, fertilization, and pest and disease management. Over the past few years, studies have highlighted the impacts of such practices, not only in terms of plant health or yields but also on the microbial communities associated with plants, which have been investigated through microbiome studies. Because some microorganisms exert beneficial traits that improve plant growth and health, understanding how to modulate microbial communities will help in developing smart farming and favor plant growth-promoting (PGP) microorganisms. With tremendous cost cuts in NGS technologies, metagenomic approaches are now affordable and have been widely used to investigate crop-associated microbiomes. Being able to engineer microbial communities in ways that benefit crop health and growth will help decrease the number of chemical inputs required. Against this background, this review explores the impacts of agricultural practices on soil- and plant-associated microbiomes, focusing on plant growth-promoting microorganisms from a metagenomic perspective.
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18
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George SF, Fierer N, Levy JS, Adams B. Antarctic Water Tracks: Microbial Community Responses to Variation in Soil Moisture, pH, and Salinity. Front Microbiol 2021; 12:616730. [PMID: 33584618 PMCID: PMC7873294 DOI: 10.3389/fmicb.2021.616730] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 01/04/2021] [Indexed: 11/19/2022] Open
Abstract
Ice-free soils in the McMurdo Dry Valleys select for taxa able to cope with challenging environmental conditions, including extreme chemical water activity gradients, freeze-thaw cycling, desiccation, and solar radiation regimes. The low biotic complexity of Dry Valley soils makes them well suited to investigate environmental and spatial influences on bacterial community structure. Water tracks are annually wetted habitats in the cold-arid soils of Antarctica that form briefly each summer with moisture sourced from snow melt, ground ice thaw, and atmospheric deposition via deliquescence and vapor flow into brines. Compared to neighboring arid soils, water tracks are highly saline and relatively moist habitats. They represent a considerable area (∼5–10 km2) of the Dry Valley terrestrial ecosystem, an area that is expected to increase with ongoing climate change. The goal of this study was to determine how variation in the environmental conditions of water tracks influences the composition and diversity of microbial communities. We found significant differences in microbial community composition between on- and off-water track samples, and across two distinct locations. Of the tested environmental variables, soil salinity was the best predictor of community composition, with members of the Bacteroidetes phylum being relatively more abundant at higher salinities and the Actinobacteria phylum showing the opposite pattern. There was also a significant, inverse relationship between salinity and bacterial diversity. Our results suggest water track formation significantly alters dry soil microbial communities, likely influencing subsequent ecosystem functioning. We highlight how Dry Valley water tracks could be a useful model system for understanding the potential habitability of transiently wetted environments found on the surface of Mars.
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Affiliation(s)
- Scott F George
- Department of Biology, Brigham Young University, Provo, UT, United States
| | - Noah Fierer
- Department of Ecology and Evolutionary Biology and Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, United States
| | - Joseph S Levy
- Department of Geology, Colgate University, Hamilton, NY, United States
| | - Byron Adams
- Department of Biology, Brigham Young University, Provo, UT, United States.,Monte L. Bean Museum, Brigham Young University, Provo, UT, United States
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19
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Wang J, Cui W, Che Z, Liang F, Wen Y, Zhan M, Dong X, Jin W, Dong Z, Song H. Effects of synthetic nitrogen fertilizer and manure on fungal and bacterial contributions to N 2O production along a soil acidity gradient. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 753:142011. [PMID: 32890881 DOI: 10.1016/j.scitotenv.2020.142011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/23/2020] [Accepted: 08/25/2020] [Indexed: 06/11/2023]
Abstract
Reactive nitrogen (Nr) input often induces soil acidification, which may in turn affect bacterial and fungal nitrogen (N) transformations in soil and nitrous oxide (N2O) emissions. However, the interactive effects of soil acidity and Nr on the contributions of bacteria and fungi to N2O emissions remain unclear. We conducted a field experiment to assess the effects of anthropogenic Nr forms (i.e., synthetic N fertilizer and manure) on bacterial and fungal N2O emissions along a soil acidity gradient (soil pH = 6.8, 6.1, 5.2, and 4.2). The abundances and structure of bacterial and fungal communities were analyzed by real-time polymerase chain reaction and high-throughput sequencing techniques, respectively. Soil acidification reduced bacterial but increased fungal contributions to N2O production, corresponding respectively to changes in bacterial and fungal abundance. It also altered bacterial and fungal community structures and soil chemical properties, such as dissolved organic carbon and ammonia concentrations. Structural equation modeling (SEM) analyses showed that the soil properties and fungal community were the most important factors determining bacterial and fungal contributions to N2O emissions, respectively. The fertilizer form markedly affected N2O emissions from bacteria but not from fungi. Compared with synthetic N fertilizer, manure significantly lowered the bacterial contribution to N2O emissions in the soils with pH of 5.2 and 4.2. The manure application significantly increased soil pH but reduced nitrate concentration. The fertilizer form did not significantly alter the bacterial and fungal community structures. The SEM revealed that the fertilizer form affected the bacterial contribution to N2O production by changing the soil chemical properties. Together, these results indicated that soil acidification enhanced fungal dominance for N2O emission, and manure application has limited effects on fungal N2O emission, highlighting the challenges for mitigation of soil N2O emissions under future acid deposition and N enrichment scenarios.
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Affiliation(s)
- Jun Wang
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Wenli Cui
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Zhao Che
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Fei Liang
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Yongkang Wen
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Meimei Zhan
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Xiao Dong
- School of Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Wenjun Jin
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Zhaorong Dong
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - He Song
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China.
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Shanmugam S, Jenkins SN, Mickan BS, Jaafar NM, Mathes F, Solaiman ZM, Abbott LK. Co-application of a biosolids product and biochar to two coarse-textured pasture soils influenced microbial N cycling genes and potential for N leaching. Sci Rep 2021; 11:955. [PMID: 33441591 PMCID: PMC7807079 DOI: 10.1038/s41598-020-78843-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 11/19/2020] [Indexed: 01/29/2023] Open
Abstract
Co-application of biochar and biosolids to soil has potential to mitigate N leaching due to physical and chemical properties of biochar. Changes in N cycling pathways in soil induced by co-application of biological amendments could further mitigate N loss, but this is largely unexplored. The aim of this study was to determine whether co-application of a biochar and a modified biosolids product to three pasture soils differing in texture could alter the relative abundance of N cycling genes in soil sown with subterranean clover. The biosolids product contained lime and clay and increased subterranean clover shoot biomass in parallel with increases in soil pH and soil nitrate. Its co-application with biochar similarly increased plant growth and soil pH with a marked reduction in nitrate in two coarse textured soils but not in a clayey soil. While application of the biosolids product altered in silico predicted N cycling functional genes, there was no additional change when applied to soil in combination with biochar. This supports the conclusion that co-application of the biochar and biosolids product used here has potential to mitigate loss of N in coarse textured soils due to N adsoption by the biochar and independently of microbial N pathways.
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Affiliation(s)
- Sanjutha Shanmugam
- grid.1012.20000 0004 1936 7910UWA School of Agriculture and Environment (M079), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,grid.1012.20000 0004 1936 7910UWA Institute of Agriculture (M082), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia
| | - Sasha N. Jenkins
- grid.1012.20000 0004 1936 7910UWA School of Agriculture and Environment (M079), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,grid.1012.20000 0004 1936 7910UWA Institute of Agriculture (M082), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia
| | - Bede S. Mickan
- grid.1012.20000 0004 1936 7910UWA School of Agriculture and Environment (M079), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,grid.1012.20000 0004 1936 7910UWA Institute of Agriculture (M082), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia
| | - Noraini Md Jaafar
- grid.1012.20000 0004 1936 7910UWA School of Agriculture and Environment (M079), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,grid.1012.20000 0004 1936 7910UWA Institute of Agriculture (M082), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,grid.11142.370000 0001 2231 800XDepartment of Land Management, Faculty of Agriculture, Universiti Putra Malaysia, 43400 Serdang, Selangor Malaysia
| | - Falko Mathes
- grid.1012.20000 0004 1936 7910UWA School of Agriculture and Environment (M079), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,Bioscience Pty Ltd, 488 Nicholson Road, Forrestdale, Perth, WA 6112 Australia
| | - Zakaria M. Solaiman
- grid.1012.20000 0004 1936 7910UWA School of Agriculture and Environment (M079), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,grid.1012.20000 0004 1936 7910UWA Institute of Agriculture (M082), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia
| | - Lynette K. Abbott
- grid.1012.20000 0004 1936 7910UWA School of Agriculture and Environment (M079), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia ,grid.1012.20000 0004 1936 7910UWA Institute of Agriculture (M082), The University of Western Australia, 35 Stirling Highway, Perth, WA 6009 Australia
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Molecular Ecological Network Complexity Drives Stand Resilience of Soil Bacteria to Mining Disturbances among Typical Damaged Ecosystems in China. Microorganisms 2020; 8:microorganisms8030433. [PMID: 32204532 PMCID: PMC7143963 DOI: 10.3390/microorganisms8030433] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 03/05/2020] [Accepted: 03/18/2020] [Indexed: 12/29/2022] Open
Abstract
Understanding the interactions of soil microbial species and how they responded to disturbances are essential to ecological restoration and resilience in the semihumid and semiarid damaged mining areas. Information on this, however, remains unobvious and deficiently comprehended. In this study, based on the high throughput sequence and molecular ecology network analysis, we have investigated the bacterial distribution in disturbed mining areas across three provinces in China, and constructed molecular ecological networks to reveal the interactions of soil bacterial communities in diverse locations. Bacterial community diversity and composition were classified measurably between semihumid and semiarid damaged mining sites. Additionally, we distinguished key microbial populations across these mining areas, which belonged to Proteobacteria, Acidobacteria, Actinobacteria, and Chloroflexi. Moreover, the network modules were significantly associated with some environmental factors (e.g., annual average temperature, electrical conductivity value, and available phosphorus value). The study showed that network interactions were completely different across the different mining areas. The keystone species in different mining areas suggested that selected microbial communities, through natural successional processes, were able to resist the corresponding environment. Moreover, the results of trait-based module significances showed that several environmental factors were significantly correlated with some keystone species, such as OTU_8126 (Acidobacteria), OTU_8175 (Burkholderiales), and OTU_129 (Chloroflexi). Our study also implied that the complex network of microbial interaction might drive the stand resilience of soil bacteria in the semihumid and semiarid disturbed mining areas.
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Mickan BS, Alsharmani AR, Solaiman ZM, Leopold M, Abbott LK. Plant-Dependent Soil Bacterial Responses Following Amendment With a Multispecies Microbial Biostimulant Compared to Rock Mineral and Chemical Fertilizers. FRONTIERS IN PLANT SCIENCE 2020; 11:550169. [PMID: 33613577 PMCID: PMC7889500 DOI: 10.3389/fpls.2020.550169] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 12/17/2020] [Indexed: 05/14/2023]
Abstract
Biostimulants are gaining momentum as potential soil amendments to increase plant health and productivity. Plant growth responses to some biostimulants and poorly soluble fertilizers could increase soil microbial diversity and provide greater plant access to less soluble nutrients. We assessed an agricultural soil amended with a multispecies microbial biostimulant in comparison with two fertilizers that differed in elemental solubilities to identify effects on soil bacterial communities associated with two annual pasture species (subterranean clover and Wimmera ryegrass). The treatments applied were: a multispecies microbial biostimulant, a poorly soluble rock mineral fertilizer at a rate of 5.6 kg P ha-1, a chemical fertilizer at a rate of 5.6 kg P ha-1, and a negative control with no fertilizer or microbial biostimulant. The two annual pasture species were grown separately for 10 weeks in a glasshouse with soil maintained at 70% of field capacity. Soil bacteria were studied using 16S rRNA with 27F and 519R bacterial primers on the Mi-seq platform. The microbial biostimulant had no effect on growth of either of the pasture species. However, it did influence soil biodiversity in a way that was dependent on the plant species. While application of the fertilizers increased plant growth, they were both associated with the lowest diversity of the soil bacterial community based on Fisher and Inverse Simpson indices. Additionally, these responses were plant-dependent; soil bacterial richness was highly correlated with soil pH for subterranean clover but not for Wimmera ryegrass. Soil bacterial richness was lowest following application of each fertilizer when subterranean clover was grown. In contrast, for Wimmera ryegrass, soil bacterial richness was lowest for the control and rock mineral fertilizer. Beta diversity at the bacterial OTU level of resolution by permanova demonstrated a significant impact of soil amendments, plant species and an interaction between plant type and soil amendments. This experiment highlights the complexity of how soil amendments, including microbial biostimulants, may influence soil bacterial communities associated with different plant species, and shows that caution is required when linking soil biodiversity to plant growth. In this case, the microbial biostimulant influenced soil biodiversity without influencing plant growth.
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Affiliation(s)
- Bede S. Mickan
- UWA School of Agriculture and Environment (M079), The University of Western Australia, Perth, WA, Australia
- UWA Institute of Agriculture (M082), The University of Western Australia, Perth, WA, Australia
| | - Ahmed R. Alsharmani
- UWA School of Agriculture and Environment (M079), The University of Western Australia, Perth, WA, Australia
- UWA Institute of Agriculture (M082), The University of Western Australia, Perth, WA, Australia
- College of Science, University of Kufa, Najaf, Iraq
| | - Zakaria M. Solaiman
- UWA School of Agriculture and Environment (M079), The University of Western Australia, Perth, WA, Australia
- UWA Institute of Agriculture (M082), The University of Western Australia, Perth, WA, Australia
| | - Matthias Leopold
- UWA School of Agriculture and Environment (M079), The University of Western Australia, Perth, WA, Australia
- UWA Institute of Agriculture (M082), The University of Western Australia, Perth, WA, Australia
| | - Lynette K. Abbott
- UWA School of Agriculture and Environment (M079), The University of Western Australia, Perth, WA, Australia
- UWA Institute of Agriculture (M082), The University of Western Australia, Perth, WA, Australia
- *Correspondence: Lynette K. Abbott,
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