Soil microbiome analysis reveals effects of periodic waterlogging stress on sugarcane growth
Sugarcane is one of the major agricultural crops with high economic importance in Thailand. Periodic waterlogging has a long-term negative effect on sugarcane development, soil properties, and microbial diversity, impacting overall sugarcane production. Yet, the microbial structure in periodically w...
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Published in | PloS one Vol. 18; no. 11; p. e0293834 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Public Library of Science
02.11.2023
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Abstract | Sugarcane is one of the major agricultural crops with high economic importance in Thailand. Periodic waterlogging has a long-term negative effect on sugarcane development, soil properties, and microbial diversity, impacting overall sugarcane production. Yet, the microbial structure in periodically waterlogged sugarcane fields across soil compartments and growth stages in Thailand has not been documented. This study investigated soil and rhizosphere microbial communities in a periodic waterlogged field in comparison with a normal field in a sugarcane plantation in Ratchaburi, Thailand, using 16S rRNA and ITS amplicon sequencing. Alpha diversity analysis revealed comparable values in periodic waterlogged and normal fields across all growth stages, while beta diversity analysis highlighted distinct microbial community profiles in both fields throughout the growth stages. In the periodic waterlogged field, the relative abundance of Chloroflexi, Actinobacteria, and Basidiomycota increased, while Acidobacteria and Ascomycota decreased. Beneficial microbes such as
Arthrobacter
,
Azoarcus
,
Bacillus
,
Paenibacillus
,
Pseudomonas
, and
Streptomyces
thrived in the normal field, potentially serving as biomarkers for favorable soil conditions. Conversely, phytopathogens and growth-inhibiting bacteria were prevalent in the periodic waterlogged field, indicating unfavorable conditions. The co-occurrence network in rhizosphere of the normal field had the highest complexity, implying increased sharing of resources among microorganisms and enhanced soil biological fertility. Altogether, this study demonstrated that the periodic waterlogged field had a long-term negative effect on the soil microbial community which is a key determining factor of sugarcane growth. |
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AbstractList | Sugarcane is one of the major agricultural crops with high economic importance in Thailand. Periodic waterlogging has a long-term negative effect on sugarcane development, soil properties, and microbial diversity, impacting overall sugarcane production. Yet, the microbial structure in periodically waterlogged sugarcane fields across soil compartments and growth stages in Thailand has not been documented. This study investigated soil and rhizosphere microbial communities in a periodic waterlogged field in comparison with a normal field in a sugarcane plantation in Ratchaburi, Thailand, using 16S rRNA and ITS amplicon sequencing. Alpha diversity analysis revealed comparable values in periodic waterlogged and normal fields across all growth stages, while beta diversity analysis highlighted distinct microbial community profiles in both fields throughout the growth stages. In the periodic waterlogged field, the relative abundance of Chloroflexi, Actinobacteria, and Basidiomycota increased, while Acidobacteria and Ascomycota decreased. Beneficial microbes such as Arthrobacter, Azoarcus, Bacillus, Paenibacillus, Pseudomonas, and Streptomyces thrived in the normal field, potentially serving as biomarkers for favorable soil conditions. Conversely, phytopathogens and growth-inhibiting bacteria were prevalent in the periodic waterlogged field, indicating unfavorable conditions. The co-occurrence network in rhizosphere of the normal field had the highest complexity, implying increased sharing of resources among microorganisms and enhanced soil biological fertility. Altogether, this study demonstrated that the periodic waterlogged field had a long-term negative effect on the soil microbial community which is a key determining factor of sugarcane growth. Sugarcane is one of the major agricultural crops with high economic importance in Thailand. Periodic waterlogging has a long-term negative effect on sugarcane development, soil properties, and microbial diversity, impacting overall sugarcane production. Yet, the microbial structure in periodically waterlogged sugarcane fields across soil compartments and growth stages in Thailand has not been documented. This study investigated soil and rhizosphere microbial communities in a periodic waterlogged field in comparison with a normal field in a sugarcane plantation in Ratchaburi, Thailand, using 16S rRNA and ITS amplicon sequencing. Alpha diversity analysis revealed comparable values in periodic waterlogged and normal fields across all growth stages, while beta diversity analysis highlighted distinct microbial community profiles in both fields throughout the growth stages. In the periodic waterlogged field, the relative abundance of Chloroflexi, Actinobacteria, and Basidiomycota increased, while Acidobacteria and Ascomycota decreased. Beneficial microbes such as Arthrobacter , Azoarcus , Bacillus , Paenibacillus , Pseudomonas , and Streptomyces thrived in the normal field, potentially serving as biomarkers for favorable soil conditions. Conversely, phytopathogens and growth-inhibiting bacteria were prevalent in the periodic waterlogged field, indicating unfavorable conditions. The co-occurrence network in rhizosphere of the normal field had the highest complexity, implying increased sharing of resources among microorganisms and enhanced soil biological fertility. Altogether, this study demonstrated that the periodic waterlogged field had a long-term negative effect on the soil microbial community which is a key determining factor of sugarcane growth. Sugarcane is one of the major agricultural crops with high economic importance in Thailand. Periodic waterlogging has a long-term negative effect on sugarcane development, soil properties, and microbial diversity, impacting overall sugarcane production. Yet, the microbial structure in periodically waterlogged sugarcane fields across soil compartments and growth stages in Thailand has not been documented. This study investigated soil and rhizosphere microbial communities in a periodic waterlogged field in comparison with a normal field in a sugarcane plantation in Ratchaburi, Thailand, using 16S rRNA and ITS amplicon sequencing. Alpha diversity analysis revealed comparable values in periodic waterlogged and normal fields across all growth stages, while beta diversity analysis highlighted distinct microbial community profiles in both fields throughout the growth stages. In the periodic waterlogged field, the relative abundance of Chloroflexi, Actinobacteria, and Basidiomycota increased, while Acidobacteria and Ascomycota decreased. Beneficial microbes such as Arthrobacter, Azoarcus, Bacillus, Paenibacillus, Pseudomonas, and Streptomyces thrived in the normal field, potentially serving as biomarkers for favorable soil conditions. Conversely, phytopathogens and growth-inhibiting bacteria were prevalent in the periodic waterlogged field, indicating unfavorable conditions. The co-occurrence network in rhizosphere of the normal field had the highest complexity, implying increased sharing of resources among microorganisms and enhanced soil biological fertility. Altogether, this study demonstrated that the periodic waterlogged field had a long-term negative effect on the soil microbial community which is a key determining factor of sugarcane growth.Sugarcane is one of the major agricultural crops with high economic importance in Thailand. Periodic waterlogging has a long-term negative effect on sugarcane development, soil properties, and microbial diversity, impacting overall sugarcane production. Yet, the microbial structure in periodically waterlogged sugarcane fields across soil compartments and growth stages in Thailand has not been documented. This study investigated soil and rhizosphere microbial communities in a periodic waterlogged field in comparison with a normal field in a sugarcane plantation in Ratchaburi, Thailand, using 16S rRNA and ITS amplicon sequencing. Alpha diversity analysis revealed comparable values in periodic waterlogged and normal fields across all growth stages, while beta diversity analysis highlighted distinct microbial community profiles in both fields throughout the growth stages. In the periodic waterlogged field, the relative abundance of Chloroflexi, Actinobacteria, and Basidiomycota increased, while Acidobacteria and Ascomycota decreased. Beneficial microbes such as Arthrobacter, Azoarcus, Bacillus, Paenibacillus, Pseudomonas, and Streptomyces thrived in the normal field, potentially serving as biomarkers for favorable soil conditions. Conversely, phytopathogens and growth-inhibiting bacteria were prevalent in the periodic waterlogged field, indicating unfavorable conditions. The co-occurrence network in rhizosphere of the normal field had the highest complexity, implying increased sharing of resources among microorganisms and enhanced soil biological fertility. Altogether, this study demonstrated that the periodic waterlogged field had a long-term negative effect on the soil microbial community which is a key determining factor of sugarcane growth. |
Audience | Academic |
Author | Sutheeworapong, Sawannee Wattanachaisaereekul, Songsak Leelastwattanagul, Onnicha Duangfoo, Thanawat Prommeenate, Peerada Paenkaew, Prasobsook Dulsawat, Sudarat Jirakkakul, Jiraporn Tachaleat, Anuwat Cheevadhanarak, Supapon Khoiri, Ahmad Nuruddin |
AuthorAffiliation | 2 Bioinformatics and Systems Biology Program, School of Bioresources and Technology and School of Information Technology, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand 4 Biochemical Engineering and Systems Biology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency at King Mongkut’s University of Technology Thonburi, Bangkok, Thailand 3 School of Food Industry, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand 1 Pilot Plant Development and Training Institute, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand Friedrich Schiller University, GERMANY |
AuthorAffiliation_xml | – name: 3 School of Food Industry, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand – name: 4 Biochemical Engineering and Systems Biology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency at King Mongkut’s University of Technology Thonburi, Bangkok, Thailand – name: 2 Bioinformatics and Systems Biology Program, School of Bioresources and Technology and School of Information Technology, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand – name: Friedrich Schiller University, GERMANY – name: 1 Pilot Plant Development and Training Institute, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand |
Author_xml | – sequence: 1 givenname: Onnicha surname: Leelastwattanagul fullname: Leelastwattanagul, Onnicha – sequence: 2 givenname: Sawannee surname: Sutheeworapong fullname: Sutheeworapong, Sawannee – sequence: 3 givenname: Ahmad Nuruddin orcidid: 0000-0003-2883-4149 surname: Khoiri fullname: Khoiri, Ahmad Nuruddin – sequence: 4 givenname: Sudarat surname: Dulsawat fullname: Dulsawat, Sudarat – sequence: 5 givenname: Songsak surname: Wattanachaisaereekul fullname: Wattanachaisaereekul, Songsak – sequence: 6 givenname: Anuwat surname: Tachaleat fullname: Tachaleat, Anuwat – sequence: 7 givenname: Thanawat surname: Duangfoo fullname: Duangfoo, Thanawat – sequence: 8 givenname: Prasobsook surname: Paenkaew fullname: Paenkaew, Prasobsook – sequence: 9 givenname: Peerada orcidid: 0000-0003-0421-0243 surname: Prommeenate fullname: Prommeenate, Peerada – sequence: 10 givenname: Supapon surname: Cheevadhanarak fullname: Cheevadhanarak, Supapon – sequence: 11 givenname: Jiraporn orcidid: 0000-0003-3066-4222 surname: Jirakkakul fullname: Jirakkakul, Jiraporn |
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Copyright | COPYRIGHT 2023 Public Library of Science 2023 Leelastwattanagul et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Copyright: © 2023 Leelastwattanagul et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 2023 Leelastwattanagul et al 2023 Leelastwattanagul et al 2023 Leelastwattanagul et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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Snippet | Sugarcane is one of the major agricultural crops with high economic importance in Thailand. Periodic waterlogging has a long-term negative effect on sugarcane... |
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SubjectTerms | Agricultural production Analysis Arthrobacter Bacteria Biological diversity Biology and Life Sciences Biomarkers Data analysis Earth Sciences Ecology and Environmental Sciences Economic importance Evaluation Food processing industry Gene amplification Genetic testing Growth Microbial activity Microbiomes Microbiota (Symbiotic organisms) Microorganisms Nitrogen Plant growth Productivity Relative abundance Rhizosphere RNA rRNA 16S Soil analysis Soil conditions Soil fertility Soil investigations Soil microbiology Soil microorganisms Soil properties Soil quality Soil sciences Sugarcane Waterlogged ground Waterlogging |
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Title | Soil microbiome analysis reveals effects of periodic waterlogging stress on sugarcane growth |
URI | https://www.proquest.com/docview/3069192195 https://www.proquest.com/docview/2886326732 https://pubmed.ncbi.nlm.nih.gov/PMC10621937 https://doaj.org/article/122f4453c05644258813bf51dce8e92f http://dx.doi.org/10.1371/journal.pone.0293834 |
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