Identifying critical microbes in guayule-microbe and microbe-microbe associations
Background Plant-microbe associations play central roles in ecosystem functioning, with some critical microbes significantly influencing the growth and health of plants. Additionally, some microbes are highly associated with other microbes in either competitive or cooperative microbe-microbe associa...
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Published in | Plant and soil Vol. 494; no. 1-2; pp. 269 - 284 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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Cham
Springer International Publishing
2024
Springer Nature B.V |
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Abstract | Background
Plant-microbe associations play central roles in ecosystem functioning, with some critical microbes significantly influencing the growth and health of plants. Additionally, some microbes are highly associated with other microbes in either competitive or cooperative microbe-microbe associations. Here, we aimed to determine whether there is overlap between critical microbes in plant-microbe and microbe-microbe associations by using guayule (a rubber-producing crop) as a model plant.
Methods
Using marker gene amplicon sequencing, we characterized the bacterial/archaeal and fungal communities in soil samples collected from a guayule agroecosystem at six time points that represent changes in guayule productivity and growth stage. The critical microbes in guayule-microbe associations were phylotypes whose relative abundances were positively (positive taxa) or negatively (negative taxa) associated with guayule productivity. Network analysis was used to identify the critical microbes in microbe-microbe associations.
Results
Some positive taxa in guayule-microbe associations were ammonia-oxidizing archaea (AOA) and bacteria (AOB) and arbuscular mycorrhizal fungi (AMF), and negative taxa included some microbes resistant to aridity. Some of the critical microbes in microbe-microbe associations were fungal plant pathogens. There were 9 phylotypes representing the overlap between critical microbes in guayule-microbe and microbe-microbe associations. This overlap group included AOB, phototrophic bacteria, AMF, and saprotrophic fungi, along with unique taxa of unknown function.
Conclusions
Our study highlighted the association of the soil microbiome with the growth and health of guayule. Our systematic approach narrowed down the immense number of microbial taxa to a ‘most wanted’ list that we define as critical to the entire guayule agroecosystem. |
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AbstractList | Background
Plant-microbe associations play central roles in ecosystem functioning, with some critical microbes significantly influencing the growth and health of plants. Additionally, some microbes are highly associated with other microbes in either competitive or cooperative microbe-microbe associations. Here, we aimed to determine whether there is overlap between critical microbes in plant-microbe and microbe-microbe associations by using guayule (a rubber-producing crop) as a model plant.
Methods
Using marker gene amplicon sequencing, we characterized the bacterial/archaeal and fungal communities in soil samples collected from a guayule agroecosystem at six time points that represent changes in guayule productivity and growth stage. The critical microbes in guayule-microbe associations were phylotypes whose relative abundances were positively (positive taxa) or negatively (negative taxa) associated with guayule productivity. Network analysis was used to identify the critical microbes in microbe-microbe associations.
Results
Some positive taxa in guayule-microbe associations were ammonia-oxidizing archaea (AOA) and bacteria (AOB) and arbuscular mycorrhizal fungi (AMF), and negative taxa included some microbes resistant to aridity. Some of the critical microbes in microbe-microbe associations were fungal plant pathogens. There were 9 phylotypes representing the overlap between critical microbes in guayule-microbe and microbe-microbe associations. This overlap group included AOB, phototrophic bacteria, AMF, and saprotrophic fungi, along with unique taxa of unknown function.
Conclusions
Our study highlighted the association of the soil microbiome with the growth and health of guayule. Our systematic approach narrowed down the immense number of microbial taxa to a ‘most wanted’ list that we define as critical to the entire guayule agroecosystem. BackgroundPlant-microbe associations play central roles in ecosystem functioning, with some critical microbes significantly influencing the growth and health of plants. Additionally, some microbes are highly associated with other microbes in either competitive or cooperative microbe-microbe associations. Here, we aimed to determine whether there is overlap between critical microbes in plant-microbe and microbe-microbe associations by using guayule (a rubber-producing crop) as a model plant.MethodsUsing marker gene amplicon sequencing, we characterized the bacterial/archaeal and fungal communities in soil samples collected from a guayule agroecosystem at six time points that represent changes in guayule productivity and growth stage. The critical microbes in guayule-microbe associations were phylotypes whose relative abundances were positively (positive taxa) or negatively (negative taxa) associated with guayule productivity. Network analysis was used to identify the critical microbes in microbe-microbe associations.ResultsSome positive taxa in guayule-microbe associations were ammonia-oxidizing archaea (AOA) and bacteria (AOB) and arbuscular mycorrhizal fungi (AMF), and negative taxa included some microbes resistant to aridity. Some of the critical microbes in microbe-microbe associations were fungal plant pathogens. There were 9 phylotypes representing the overlap between critical microbes in guayule-microbe and microbe-microbe associations. This overlap group included AOB, phototrophic bacteria, AMF, and saprotrophic fungi, along with unique taxa of unknown function.ConclusionsOur study highlighted the association of the soil microbiome with the growth and health of guayule. Our systematic approach narrowed down the immense number of microbial taxa to a ‘most wanted’ list that we define as critical to the entire guayule agroecosystem. |
Author | Chen, Yongjian Ray, Dennis T. Neilson, Julia W. Elshikha, Diaa Eldin M. Wang, Guangyao (Sam) Dierig, David A. Barberán, Albert Maier, Raina M. |
Author_xml | – sequence: 1 givenname: Yongjian orcidid: 0000-0002-2930-8450 surname: Chen fullname: Chen, Yongjian organization: Department of Ecology, College of Natural Resources and Environment, South China Agricultural University, Guangdong Laboratory for Lingnan Modern Agriculture, Guangdong Provincial Key Laboratory of Eco-Circular Agriculture, South China Agricultural University, Guangdong Engineering Technology Research Centre of Modern Eco-Agriculture and Circular Agriculture, Department of Environmental Science, University of Arizona – sequence: 2 givenname: David A. surname: Dierig fullname: Dierig, David A. organization: Bridgestone Americas, Agro Operations Guayule Research Farm – sequence: 3 givenname: Guangyao (Sam) surname: Wang fullname: Wang, Guangyao (Sam) organization: Bridgestone Americas, Agro Operations Guayule Research Farm – sequence: 4 givenname: Diaa Eldin M. surname: Elshikha fullname: Elshikha, Diaa Eldin M. organization: Biosystems Engineering Department, University of Arizona – sequence: 5 givenname: Dennis T. surname: Ray fullname: Ray, Dennis T. organization: School of Plant Sciences, University of Arizona – sequence: 6 givenname: Albert surname: Barberán fullname: Barberán, Albert organization: Department of Environmental Science, University of Arizona – sequence: 7 givenname: Raina M. surname: Maier fullname: Maier, Raina M. organization: Department of Environmental Science, University of Arizona – sequence: 8 givenname: Julia W. surname: Neilson fullname: Neilson, Julia W. email: jneilson@arizona.edu organization: Department of Environmental Science, University of Arizona |
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Keywords | Soil microbiome Guayule Plant-microbe interactions Network analysis Microbe-microbe interactions |
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Plant-microbe associations play central roles in ecosystem functioning, with some critical microbes significantly influencing the growth and health... BackgroundPlant-microbe associations play central roles in ecosystem functioning, with some critical microbes significantly influencing the growth and health... |
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SubjectTerms | Agricultural ecosystems Agriculture Ammonia Ammonia-oxidizing bacteria Arbuscular mycorrhizas Archaea Aridity Bacteria Biomedical and Life Sciences Ecological function Ecology Ecosystems Fungi Gene sequencing Growth stage Guayule Irrigation Life Sciences Microbiomes Microorganisms Network analysis Parthenium argentatum Phototrophic bacteria Plant Physiology Plant resistance Plant Sciences Productivity Productivity measurement Research Article Rubber Soil microorganisms Soil Science & Conservation Sprinkler systems |
Title | Identifying critical microbes in guayule-microbe and microbe-microbe associations |
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