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Zinc concentration affects the functional groups of microbial communities in sugarcane-cultivated soil
•Zinc concentration in soil affects functional gene structure of microbial community.•A threshold in gene family abundance was revealed between 5 and 10kg Zn ha−1.•Gene family responses can assist to define potential soil microbial indicators. The addition of zinc (Zn) to the soil has significant ga...
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Published in: | Agriculture, ecosystems & environment ecosystems & environment, 2017-01, Vol.236, p.187-197 |
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description | •Zinc concentration in soil affects functional gene structure of microbial community.•A threshold in gene family abundance was revealed between 5 and 10kg Zn ha−1.•Gene family responses can assist to define potential soil microbial indicators.
The addition of zinc (Zn) to the soil has significant gains in sugarcane productivity. The understanding of the consequences of zinc application requires insight into ecological aspects of changes in soil microbial communities. Here, we evaluated the effects of zinc application on richness, diversity, evenness and structure of microbial functional genes in sugarcane-cultivated soil, and response thresholds of abundance for groups of microbial functional genes on different zinc concentrations added to the soil (0, 5, 10 and 20kg Zn ha−1) in two sugarcane fields in the Northeastern São Paulo state, Brazil. Using a high-density functional gene array termed GeoChip 5.0, which contains 101,796 distinct probes belonging to gene categories involved in zinc transport, secondary metabolism, stress, virulence and nutrient cycling, differences were observed in the functional gene structure of microbial communities and abundance of specific gene families with a threshold between 5 and 10kg Zn ha−1. However, the richness, diversity and evenness of functional genes did not differ across the zinc gradients in soil. Cluster analysis based on microbial functional subcategories revealed variation in abundances across the gradient of zinc concentrations in soil mainly for virulence, stress, secondary metabolism, and carbon- and phosphorus-cycling-related gene families. A threshold in abundance was observed between 5 and 10kg Zn ha−1 with high abundance of microbial gene families associated with zinc transporter proteins, antioxidant enzymes, exoenzymes associated with infection, secretion proteins, virulence regulatory genes, carbon fixation, and phosphorus utilization in soils supplemented with up to 5kg Zn ha−1. In these same soils, reduced abundance was observed for gene families associated with methanogenesis, metabolism of halogen and carotenoid, and antiphagocytosis compared with soil supplements with 10 or 20kg Zn ha−1. The results suggest that changes in microbial functional gene structure and abundance could be used to evaluate the impact of soil management practices on soil microbial communities in sugarcane production fields. |
doi_str_mv | 10.1016/j.agee.2016.12.009 |
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The addition of zinc (Zn) to the soil has significant gains in sugarcane productivity. The understanding of the consequences of zinc application requires insight into ecological aspects of changes in soil microbial communities. Here, we evaluated the effects of zinc application on richness, diversity, evenness and structure of microbial functional genes in sugarcane-cultivated soil, and response thresholds of abundance for groups of microbial functional genes on different zinc concentrations added to the soil (0, 5, 10 and 20kg Zn ha−1) in two sugarcane fields in the Northeastern São Paulo state, Brazil. Using a high-density functional gene array termed GeoChip 5.0, which contains 101,796 distinct probes belonging to gene categories involved in zinc transport, secondary metabolism, stress, virulence and nutrient cycling, differences were observed in the functional gene structure of microbial communities and abundance of specific gene families with a threshold between 5 and 10kg Zn ha−1. However, the richness, diversity and evenness of functional genes did not differ across the zinc gradients in soil. Cluster analysis based on microbial functional subcategories revealed variation in abundances across the gradient of zinc concentrations in soil mainly for virulence, stress, secondary metabolism, and carbon- and phosphorus-cycling-related gene families. A threshold in abundance was observed between 5 and 10kg Zn ha−1 with high abundance of microbial gene families associated with zinc transporter proteins, antioxidant enzymes, exoenzymes associated with infection, secretion proteins, virulence regulatory genes, carbon fixation, and phosphorus utilization in soils supplemented with up to 5kg Zn ha−1. In these same soils, reduced abundance was observed for gene families associated with methanogenesis, metabolism of halogen and carotenoid, and antiphagocytosis compared with soil supplements with 10 or 20kg Zn ha−1. The results suggest that changes in microbial functional gene structure and abundance could be used to evaluate the impact of soil management practices on soil microbial communities in sugarcane production fields.</description><identifier>ISSN: 0167-8809</identifier><identifier>EISSN: 1873-2305</identifier><identifier>DOI: 10.1016/j.agee.2016.12.009</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Abundance ; Antioxidants ; Carbon cycle ; Carbon fixation ; Cluster analysis ; Food processing industry ; Functional groups ; Gene families ; Genes ; Metabolism ; Methanogenesis ; Microbial activity ; Microbial functional gene ; Microbial indicator ; Microbiomes ; Microorganisms ; Nutrient cycles ; Nutrient transport ; Phosphorus ; Proteins ; Secretion ; Soil analysis ; Soil ecosystem service ; Soil management ; Soil stresses ; Soils ; Studies ; Sugarcane ; Virulence ; Zinc ; Zinc transporter</subject><ispartof>Agriculture, ecosystems & environment, 2017-01, Vol.236, p.187-197</ispartof><rights>2016 Elsevier B.V.</rights><rights>Copyright Elsevier BV Jan 2, 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c405t-39d50f06b8edfa590d1d945a700191e7144310f820b70fdd833334ccaec2a5f13</citedby><cites>FETCH-LOGICAL-c405t-39d50f06b8edfa590d1d945a700191e7144310f820b70fdd833334ccaec2a5f13</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Navarrete, Acacio A.</creatorcontrib><creatorcontrib>Mellis, Estêvão V.</creatorcontrib><creatorcontrib>Escalas, Arthur</creatorcontrib><creatorcontrib>Lemos, Leandro N.</creatorcontrib><creatorcontrib>Junior, José Lavres</creatorcontrib><creatorcontrib>Quaggio, José Antonio</creatorcontrib><creatorcontrib>Zhou, Jizhong</creatorcontrib><creatorcontrib>Tsai, Siu M.</creatorcontrib><title>Zinc concentration affects the functional groups of microbial communities in sugarcane-cultivated soil</title><title>Agriculture, ecosystems & environment</title><description>•Zinc concentration in soil affects functional gene structure of microbial community.•A threshold in gene family abundance was revealed between 5 and 10kg Zn ha−1.•Gene family responses can assist to define potential soil microbial indicators.
The addition of zinc (Zn) to the soil has significant gains in sugarcane productivity. The understanding of the consequences of zinc application requires insight into ecological aspects of changes in soil microbial communities. Here, we evaluated the effects of zinc application on richness, diversity, evenness and structure of microbial functional genes in sugarcane-cultivated soil, and response thresholds of abundance for groups of microbial functional genes on different zinc concentrations added to the soil (0, 5, 10 and 20kg Zn ha−1) in two sugarcane fields in the Northeastern São Paulo state, Brazil. Using a high-density functional gene array termed GeoChip 5.0, which contains 101,796 distinct probes belonging to gene categories involved in zinc transport, secondary metabolism, stress, virulence and nutrient cycling, differences were observed in the functional gene structure of microbial communities and abundance of specific gene families with a threshold between 5 and 10kg Zn ha−1. However, the richness, diversity and evenness of functional genes did not differ across the zinc gradients in soil. Cluster analysis based on microbial functional subcategories revealed variation in abundances across the gradient of zinc concentrations in soil mainly for virulence, stress, secondary metabolism, and carbon- and phosphorus-cycling-related gene families. A threshold in abundance was observed between 5 and 10kg Zn ha−1 with high abundance of microbial gene families associated with zinc transporter proteins, antioxidant enzymes, exoenzymes associated with infection, secretion proteins, virulence regulatory genes, carbon fixation, and phosphorus utilization in soils supplemented with up to 5kg Zn ha−1. In these same soils, reduced abundance was observed for gene families associated with methanogenesis, metabolism of halogen and carotenoid, and antiphagocytosis compared with soil supplements with 10 or 20kg Zn ha−1. The results suggest that changes in microbial functional gene structure and abundance could be used to evaluate the impact of soil management practices on soil microbial communities in sugarcane production fields.</description><subject>Abundance</subject><subject>Antioxidants</subject><subject>Carbon cycle</subject><subject>Carbon fixation</subject><subject>Cluster analysis</subject><subject>Food processing industry</subject><subject>Functional groups</subject><subject>Gene families</subject><subject>Genes</subject><subject>Metabolism</subject><subject>Methanogenesis</subject><subject>Microbial activity</subject><subject>Microbial functional gene</subject><subject>Microbial indicator</subject><subject>Microbiomes</subject><subject>Microorganisms</subject><subject>Nutrient cycles</subject><subject>Nutrient transport</subject><subject>Phosphorus</subject><subject>Proteins</subject><subject>Secretion</subject><subject>Soil analysis</subject><subject>Soil ecosystem service</subject><subject>Soil management</subject><subject>Soil stresses</subject><subject>Soils</subject><subject>Studies</subject><subject>Sugarcane</subject><subject>Virulence</subject><subject>Zinc</subject><subject>Zinc transporter</subject><issn>0167-8809</issn><issn>1873-2305</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp9kLFqHDEQhkVIIBcnL5BKkMbNrkfS7u0K0hgTJ4YDN3aTRuik0UXH7uoiaQ15-8xxqVJ4GonRN4P-j7HPAloBYntzbO0BsZV0b4VsAfQbthHjoBqpoH_LNvQwNOMI-j37UMoRqKQaNyz8jIvjLi0Ol5ptjWnhNgR0tfD6C3lYF3du2okfclpPhafA5-hy2kfquTTP6xJrxMLjwst6sNnZBRu3TjW-2IqelxSnj-xdsFPBT__OK_Z8_-3p7keze_z-cHe7a1wHfW2U9j0E2O5H9MH2GrzwuuvtACC0wEF0nRIQRgn7AYL3o6LqnLPopO2DUFfs-rL3lNPvFUs1cywOp4n-lNZixNjrTm_VMBD65T_0mNZMQYkiQikhtSZKXihKXErGYE45zjb_MQLMWb05mrN6c1ZvhDSknoa-XoaQor5EzKa4iKTYx0xmjU_xtfG_7ECNsw</recordid><startdate>20170102</startdate><enddate>20170102</enddate><creator>Navarrete, Acacio A.</creator><creator>Mellis, Estêvão V.</creator><creator>Escalas, Arthur</creator><creator>Lemos, Leandro N.</creator><creator>Junior, José Lavres</creator><creator>Quaggio, José Antonio</creator><creator>Zhou, Jizhong</creator><creator>Tsai, Siu M.</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7SN</scope><scope>7SS</scope><scope>7ST</scope><scope>7T7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>SOI</scope></search><sort><creationdate>20170102</creationdate><title>Zinc concentration affects the functional groups of microbial communities in sugarcane-cultivated soil</title><author>Navarrete, Acacio A. ; Mellis, Estêvão V. ; Escalas, Arthur ; Lemos, Leandro N. ; Junior, José Lavres ; Quaggio, José Antonio ; Zhou, Jizhong ; Tsai, Siu M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c405t-39d50f06b8edfa590d1d945a700191e7144310f820b70fdd833334ccaec2a5f13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Abundance</topic><topic>Antioxidants</topic><topic>Carbon cycle</topic><topic>Carbon fixation</topic><topic>Cluster analysis</topic><topic>Food processing industry</topic><topic>Functional groups</topic><topic>Gene families</topic><topic>Genes</topic><topic>Metabolism</topic><topic>Methanogenesis</topic><topic>Microbial activity</topic><topic>Microbial functional gene</topic><topic>Microbial indicator</topic><topic>Microbiomes</topic><topic>Microorganisms</topic><topic>Nutrient cycles</topic><topic>Nutrient transport</topic><topic>Phosphorus</topic><topic>Proteins</topic><topic>Secretion</topic><topic>Soil analysis</topic><topic>Soil ecosystem service</topic><topic>Soil management</topic><topic>Soil stresses</topic><topic>Soils</topic><topic>Studies</topic><topic>Sugarcane</topic><topic>Virulence</topic><topic>Zinc</topic><topic>Zinc transporter</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Navarrete, Acacio A.</creatorcontrib><creatorcontrib>Mellis, Estêvão V.</creatorcontrib><creatorcontrib>Escalas, Arthur</creatorcontrib><creatorcontrib>Lemos, Leandro N.</creatorcontrib><creatorcontrib>Junior, José Lavres</creatorcontrib><creatorcontrib>Quaggio, José Antonio</creatorcontrib><creatorcontrib>Zhou, Jizhong</creatorcontrib><creatorcontrib>Tsai, Siu M.</creatorcontrib><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environment Abstracts</collection><jtitle>Agriculture, ecosystems & environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Navarrete, Acacio A.</au><au>Mellis, Estêvão V.</au><au>Escalas, Arthur</au><au>Lemos, Leandro N.</au><au>Junior, José Lavres</au><au>Quaggio, José Antonio</au><au>Zhou, Jizhong</au><au>Tsai, Siu M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Zinc concentration affects the functional groups of microbial communities in sugarcane-cultivated soil</atitle><jtitle>Agriculture, ecosystems & environment</jtitle><date>2017-01-02</date><risdate>2017</risdate><volume>236</volume><spage>187</spage><epage>197</epage><pages>187-197</pages><issn>0167-8809</issn><eissn>1873-2305</eissn><abstract>•Zinc concentration in soil affects functional gene structure of microbial community.•A threshold in gene family abundance was revealed between 5 and 10kg Zn ha−1.•Gene family responses can assist to define potential soil microbial indicators.
The addition of zinc (Zn) to the soil has significant gains in sugarcane productivity. The understanding of the consequences of zinc application requires insight into ecological aspects of changes in soil microbial communities. Here, we evaluated the effects of zinc application on richness, diversity, evenness and structure of microbial functional genes in sugarcane-cultivated soil, and response thresholds of abundance for groups of microbial functional genes on different zinc concentrations added to the soil (0, 5, 10 and 20kg Zn ha−1) in two sugarcane fields in the Northeastern São Paulo state, Brazil. Using a high-density functional gene array termed GeoChip 5.0, which contains 101,796 distinct probes belonging to gene categories involved in zinc transport, secondary metabolism, stress, virulence and nutrient cycling, differences were observed in the functional gene structure of microbial communities and abundance of specific gene families with a threshold between 5 and 10kg Zn ha−1. However, the richness, diversity and evenness of functional genes did not differ across the zinc gradients in soil. Cluster analysis based on microbial functional subcategories revealed variation in abundances across the gradient of zinc concentrations in soil mainly for virulence, stress, secondary metabolism, and carbon- and phosphorus-cycling-related gene families. A threshold in abundance was observed between 5 and 10kg Zn ha−1 with high abundance of microbial gene families associated with zinc transporter proteins, antioxidant enzymes, exoenzymes associated with infection, secretion proteins, virulence regulatory genes, carbon fixation, and phosphorus utilization in soils supplemented with up to 5kg Zn ha−1. In these same soils, reduced abundance was observed for gene families associated with methanogenesis, metabolism of halogen and carotenoid, and antiphagocytosis compared with soil supplements with 10 or 20kg Zn ha−1. The results suggest that changes in microbial functional gene structure and abundance could be used to evaluate the impact of soil management practices on soil microbial communities in sugarcane production fields.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.agee.2016.12.009</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Abundance Antioxidants Carbon cycle Carbon fixation Cluster analysis Food processing industry Functional groups Gene families Genes Metabolism Methanogenesis Microbial activity Microbial functional gene Microbial indicator Microbiomes Microorganisms Nutrient cycles Nutrient transport Phosphorus Proteins Secretion Soil analysis Soil ecosystem service Soil management Soil stresses Soils Studies Sugarcane Virulence Zinc Zinc transporter |
title | Zinc concentration affects the functional groups of microbial communities in sugarcane-cultivated soil |
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