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Single‐cell Raman and functional gene analyses reveal microbial P solubilization in agriculture waste‐modified soils
Application of agricultural waste such as rapeseed meal (RM) is regarded as a sustainable way to improve soil phosphorus (P) availability by direct nutrient supply and stimulation of native phosphate‐solubilizing microorganisms (PSMs) in soils. However, exploration of the in situ microbial P solubil...
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Published in: | mLife 2023-06, Vol.2 (2), p.190-200 |
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description | Application of agricultural waste such as rapeseed meal (RM) is regarded as a sustainable way to improve soil phosphorus (P) availability by direct nutrient supply and stimulation of native phosphate‐solubilizing microorganisms (PSMs) in soils. However, exploration of the in situ microbial P solubilizing function in soils remains a challenge. Here, by applying both phenotype‐based single‐cell Raman with D2O labeling (Raman‐D2O) and genotype‐based high‐throughput chips targeting carbon, nitrogen and P (CNP) functional genes, the effect of RM application on microbial P solubilization in three typical farmland soils was investigated. The abundances of PSMs increased in two alkaline soils after RM application identified by single‐cell Raman D2O. RM application reduced the diversity of bacterial communities and increased the abundance of a few bacteria with reported P solubilization function. Genotypic analysis indicated that RM addition generally increased the relative abundance of CNP functional genes. A correlation analysis of the abundance of active PSMs with the abundance of soil microbes or functional genes was carried out to decipher the linkage between the phenotype and genotype of PSMs. Myxococcota and C degradation genes were found to potentially contribute to the enhanced microbial P release following RM application. This work provides important new insights into the in situ function of soil PSMs. It will lead to better harnessing of agricultural waste to mobilize soil legacy P and mitigate the P crisis.
Impact statement
Stimulation of native soil microorganisms to release soil P stocks is a sustainable means of agricultural production, but faces a major challenge in terms of the deciphering of in situ microbial phosphorus (P) solubilization functions. In this study, single‐cell Raman spectroscopy and carbon, nitrogen and P (CNP) functional gene chips were used to reveal the phenotypes and genotypes of microbial P solubilization function in three farmland soils amended with agricultural waste of rapeseed meal (RM). Effects of RM on soil properties, active phosphate‐solubilizing bacteria, and CNP functional genes that may contribute to P solubilization were revealed, providing important insights into the use of agricultural waste to improve P utilization efficiency. |
doi_str_mv | 10.1002/mlf2.12053 |
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Impact statement
Stimulation of native soil microorganisms to release soil P stocks is a sustainable means of agricultural production, but faces a major challenge in terms of the deciphering of in situ microbial phosphorus (P) solubilization functions. In this study, single‐cell Raman spectroscopy and carbon, nitrogen and P (CNP) functional gene chips were used to reveal the phenotypes and genotypes of microbial P solubilization function in three farmland soils amended with agricultural waste of rapeseed meal (RM). Effects of RM on soil properties, active phosphate‐solubilizing bacteria, and CNP functional genes that may contribute to P solubilization were revealed, providing important insights into the use of agricultural waste to improve P utilization efficiency.</description><identifier>ISSN: 2770-100X</identifier><identifier>ISSN: 2097-1699</identifier><identifier>EISSN: 2770-100X</identifier><identifier>DOI: 10.1002/mlf2.12053</identifier><identifier>PMID: 38817623</identifier><language>eng</language><publisher>Australia: John Wiley & Sons, Inc</publisher><subject>Agricultural production ; Bacteria ; CNP functional genes ; D2O isotope labeling ; Enzymes ; Fertilizers ; Genes ; Metabolism ; Mineralization ; Nutrients ; Original Research ; phosphate‐solubilizing microorganisms ; single‐cell Raman ; Soil microorganisms ; Spectrum analysis ; Sustainable agriculture</subject><ispartof>mLife, 2023-06, Vol.2 (2), p.190-200</ispartof><rights>2023 The Authors. published by John Wiley & Sons Australia, Ltd. on behalf of Institute of Microbiology, Chinese Academy of Sciences.</rights><rights>2023 The Authors. mLife published by John Wiley & Sons Australia, Ltd. on behalf of Institute of Microbiology, Chinese Academy of Sciences.</rights><rights>2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c4743-6ad841f20f192ca6514c8b0c72371574aca027c4472c1c588e9e54ae8f66c2eb3</cites><orcidid>0000-0002-0708-8899</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10989763/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3090879200?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,11542,25732,27903,27904,36991,36992,44569,46031,46455,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38817623$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Hongzhe</creatorcontrib><creatorcontrib>Ding, Jiazhi</creatorcontrib><creatorcontrib>Zhu, Longji</creatorcontrib><creatorcontrib>Xu, Fei</creatorcontrib><creatorcontrib>Li, Wenjing</creatorcontrib><creatorcontrib>Yao, Yanpo</creatorcontrib><creatorcontrib>Cui, Li</creatorcontrib><title>Single‐cell Raman and functional gene analyses reveal microbial P solubilization in agriculture waste‐modified soils</title><title>mLife</title><addtitle>mLife</addtitle><description>Application of agricultural waste such as rapeseed meal (RM) is regarded as a sustainable way to improve soil phosphorus (P) availability by direct nutrient supply and stimulation of native phosphate‐solubilizing microorganisms (PSMs) in soils. However, exploration of the in situ microbial P solubilizing function in soils remains a challenge. Here, by applying both phenotype‐based single‐cell Raman with D2O labeling (Raman‐D2O) and genotype‐based high‐throughput chips targeting carbon, nitrogen and P (CNP) functional genes, the effect of RM application on microbial P solubilization in three typical farmland soils was investigated. The abundances of PSMs increased in two alkaline soils after RM application identified by single‐cell Raman D2O. RM application reduced the diversity of bacterial communities and increased the abundance of a few bacteria with reported P solubilization function. Genotypic analysis indicated that RM addition generally increased the relative abundance of CNP functional genes. A correlation analysis of the abundance of active PSMs with the abundance of soil microbes or functional genes was carried out to decipher the linkage between the phenotype and genotype of PSMs. Myxococcota and C degradation genes were found to potentially contribute to the enhanced microbial P release following RM application. This work provides important new insights into the in situ function of soil PSMs. It will lead to better harnessing of agricultural waste to mobilize soil legacy P and mitigate the P crisis.
Impact statement
Stimulation of native soil microorganisms to release soil P stocks is a sustainable means of agricultural production, but faces a major challenge in terms of the deciphering of in situ microbial phosphorus (P) solubilization functions. In this study, single‐cell Raman spectroscopy and carbon, nitrogen and P (CNP) functional gene chips were used to reveal the phenotypes and genotypes of microbial P solubilization function in three farmland soils amended with agricultural waste of rapeseed meal (RM). Effects of RM on soil properties, active phosphate‐solubilizing bacteria, and CNP functional genes that may contribute to P solubilization were revealed, providing important insights into the use of agricultural waste to improve P utilization efficiency.</description><subject>Agricultural production</subject><subject>Bacteria</subject><subject>CNP functional genes</subject><subject>D2O isotope labeling</subject><subject>Enzymes</subject><subject>Fertilizers</subject><subject>Genes</subject><subject>Metabolism</subject><subject>Mineralization</subject><subject>Nutrients</subject><subject>Original Research</subject><subject>phosphate‐solubilizing microorganisms</subject><subject>single‐cell Raman</subject><subject>Soil microorganisms</subject><subject>Spectrum analysis</subject><subject>Sustainable agriculture</subject><issn>2770-100X</issn><issn>2097-1699</issn><issn>2770-100X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9ks1qFTEUxwdRbKnd-AAy4EaEW_M1k8xKpLRauKL4Ae7CmczJNZfMpCYzrdeVj-Az-iRmOrW0Llwl_PPLL4ecUxSPKTmihLAXvbfsiDJS8XvFPpOSrHL85f6t_V5xmNKWZFhRyqv6YbHHlaKyZny_-P7RDRuPv3_-Muh9-QF6GEoYutJOgxldGMCXGxwwZ-B3CVMZ8QJz2DsTQ-vy7n2Zgp9a590PmG-ULhs20ZnJj1PE8hLSOD_Qh85Zh13GnU-PigcWfMLD6_Wg-Hx68un4zWr97vXZ8av1yggp-KqGTglqGbG0YQbqigqjWmIk45JWUoABwqQRQjJDTaUUNlgJQGXr2jBs-UFxtni7AFt9Hl0PcacDOH0VhLjREEdnPGpjmUVJ65ZBK6wlLbUdaYg1bdWpCmbXy8V1PrU9dgaHMYK_I717MrivehMuNCWNamTNs-HZtSGGbxOmUfcuzT8PA4YpaU5qLqqGiSajT_9Bt2GKuQsz1RAlG0ZIpp4vVO5GShHtTTWU6HlA9Dwg-mpAMvzkdv036N9xyABdgEvncfcflX67PmWL9A8JD8nG</recordid><startdate>202306</startdate><enddate>202306</enddate><creator>Li, Hongzhe</creator><creator>Ding, Jiazhi</creator><creator>Zhu, Longji</creator><creator>Xu, Fei</creator><creator>Li, Wenjing</creator><creator>Yao, Yanpo</creator><creator>Cui, Li</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><general>Wiley</general><scope>24P</scope><scope>WIN</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-0708-8899</orcidid></search><sort><creationdate>202306</creationdate><title>Single‐cell Raman and functional gene analyses reveal microbial P solubilization in agriculture waste‐modified soils</title><author>Li, Hongzhe ; Ding, Jiazhi ; Zhu, Longji ; Xu, Fei ; Li, Wenjing ; Yao, Yanpo ; Cui, Li</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4743-6ad841f20f192ca6514c8b0c72371574aca027c4472c1c588e9e54ae8f66c2eb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Agricultural production</topic><topic>Bacteria</topic><topic>CNP functional genes</topic><topic>D2O isotope labeling</topic><topic>Enzymes</topic><topic>Fertilizers</topic><topic>Genes</topic><topic>Metabolism</topic><topic>Mineralization</topic><topic>Nutrients</topic><topic>Original Research</topic><topic>phosphate‐solubilizing microorganisms</topic><topic>single‐cell Raman</topic><topic>Soil microorganisms</topic><topic>Spectrum analysis</topic><topic>Sustainable agriculture</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Hongzhe</creatorcontrib><creatorcontrib>Ding, Jiazhi</creatorcontrib><creatorcontrib>Zhu, Longji</creatorcontrib><creatorcontrib>Xu, Fei</creatorcontrib><creatorcontrib>Li, Wenjing</creatorcontrib><creatorcontrib>Yao, Yanpo</creatorcontrib><creatorcontrib>Cui, Li</creatorcontrib><collection>Wiley Open Access</collection><collection>Wiley Online Library</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>mLife</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Hongzhe</au><au>Ding, Jiazhi</au><au>Zhu, Longji</au><au>Xu, Fei</au><au>Li, Wenjing</au><au>Yao, Yanpo</au><au>Cui, Li</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single‐cell Raman and functional gene analyses reveal microbial P solubilization in agriculture waste‐modified soils</atitle><jtitle>mLife</jtitle><addtitle>mLife</addtitle><date>2023-06</date><risdate>2023</risdate><volume>2</volume><issue>2</issue><spage>190</spage><epage>200</epage><pages>190-200</pages><issn>2770-100X</issn><issn>2097-1699</issn><eissn>2770-100X</eissn><abstract>Application of agricultural waste such as rapeseed meal (RM) is regarded as a sustainable way to improve soil phosphorus (P) availability by direct nutrient supply and stimulation of native phosphate‐solubilizing microorganisms (PSMs) in soils. However, exploration of the in situ microbial P solubilizing function in soils remains a challenge. Here, by applying both phenotype‐based single‐cell Raman with D2O labeling (Raman‐D2O) and genotype‐based high‐throughput chips targeting carbon, nitrogen and P (CNP) functional genes, the effect of RM application on microbial P solubilization in three typical farmland soils was investigated. The abundances of PSMs increased in two alkaline soils after RM application identified by single‐cell Raman D2O. RM application reduced the diversity of bacterial communities and increased the abundance of a few bacteria with reported P solubilization function. Genotypic analysis indicated that RM addition generally increased the relative abundance of CNP functional genes. A correlation analysis of the abundance of active PSMs with the abundance of soil microbes or functional genes was carried out to decipher the linkage between the phenotype and genotype of PSMs. Myxococcota and C degradation genes were found to potentially contribute to the enhanced microbial P release following RM application. This work provides important new insights into the in situ function of soil PSMs. It will lead to better harnessing of agricultural waste to mobilize soil legacy P and mitigate the P crisis.
Impact statement
Stimulation of native soil microorganisms to release soil P stocks is a sustainable means of agricultural production, but faces a major challenge in terms of the deciphering of in situ microbial phosphorus (P) solubilization functions. In this study, single‐cell Raman spectroscopy and carbon, nitrogen and P (CNP) functional gene chips were used to reveal the phenotypes and genotypes of microbial P solubilization function in three farmland soils amended with agricultural waste of rapeseed meal (RM). Effects of RM on soil properties, active phosphate‐solubilizing bacteria, and CNP functional genes that may contribute to P solubilization were revealed, providing important insights into the use of agricultural waste to improve P utilization efficiency.</abstract><cop>Australia</cop><pub>John Wiley & Sons, Inc</pub><pmid>38817623</pmid><doi>10.1002/mlf2.12053</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-0708-8899</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agricultural production Bacteria CNP functional genes D2O isotope labeling Enzymes Fertilizers Genes Metabolism Mineralization Nutrients Original Research phosphate‐solubilizing microorganisms single‐cell Raman Soil microorganisms Spectrum analysis Sustainable agriculture |
title | Single‐cell Raman and functional gene analyses reveal microbial P solubilization in agriculture waste‐modified soils |
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