Insight into the microbial mechanisms for the improvement of spent mushroom substrate composting efficiency driven by phosphate-solubilizing Bacillus subtilis
The objective of this study was to investigate the microbial mechanisms for the improvement of composting efficiency after Bacillus subtilis inoculation with soluble phosphorus function in the spent mushroom substrate (SMS) aerobic composting. The methods in this study, including redundant analysis...
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Veröffentlicht in: | Journal of environmental management 2023-06, Vol.336, p.117561-117561, Article 117561 |
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creator | Li, Haijie He, Yanhui Yan, Zhuo Yang, Zihe Tian, Fei Liu, Xiaocheng Wu, Zhansheng |
description | The objective of this study was to investigate the microbial mechanisms for the improvement of composting efficiency after Bacillus subtilis inoculation with soluble phosphorus function in the spent mushroom substrate (SMS) aerobic composting. The methods in this study, including redundant analysis (RDA), co-occurrence network analyze and Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt 2) were carried out studying the dynamic changes of phosphorus (P) components, microbial interactions and metabolic characteristics in the SMS aerobic composting inoculated with phosphorus-solubilizing B. subtilis (PSB). An increase in germination index (GI) (up to 88.4%), total nitrogen (TN) (16.6 g kg−1), available P content (0.34 g kg−1) and total P (TP) content (3.20 g kg−1) and a decrease in total organic carbon (TOC), C/N and electrical conductivity (EC) in final composting stage indicated B. subtilis inoculation could further improve maturity quality of the composting product compared with CK. Other results also demonstrated that PSB inoculation increased the stability of compost, humification degree and bacterial diversity, contributing to P fractions transformation in the composting process. Co-occurrence analysis suggested that PSB strengthened microbial interactions. Metabolic function of bacterial community analysis showed pathways such as carbohydrate metabolism, and amino acid metabolism in the composting were increased by effects of PSB inoculation. In summary, this study reveals a useful basis for better regulating the P nutrient level of the SMS composting and reducing environmental risks by inoculating B. subtilis with P solubilizing function.
[Display omitted]
•Phosphate-solubilizing Bacillus subtilis strengthened microbial interactions.•Bacillus subtilis improved the maturity quality of the composting product.•PSB changed P fractions and indigenous bacterial community composition.•PSB improved carbohydrate metabolism and amino acid metabolism of the SMS compost. |
doi_str_mv | 10.1016/j.jenvman.2023.117561 |
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[Display omitted]
•Phosphate-solubilizing Bacillus subtilis strengthened microbial interactions.•Bacillus subtilis improved the maturity quality of the composting product.•PSB changed P fractions and indigenous bacterial community composition.•PSB improved carbohydrate metabolism and amino acid metabolism of the SMS compost.</description><identifier>ISSN: 0301-4797</identifier><identifier>EISSN: 1095-8630</identifier><identifier>DOI: 10.1016/j.jenvman.2023.117561</identifier><identifier>PMID: 36868154</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Agaricales ; Bacillus subtilis ; Co-occurrence patterns analysis ; Composting ; Manure ; Nitrogen ; P components ; Phosphates - chemistry ; Phosphorus ; Phosphorus solubilizing Bacillus subtilis ; Phylogeny ; Soil - chemistry ; Spent mushroom substrate</subject><ispartof>Journal of environmental management, 2023-06, Vol.336, p.117561-117561, Article 117561</ispartof><rights>2023 Elsevier Ltd</rights><rights>Copyright © 2023 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-da7d6807922db3fb80e74e930c9792d7e396e11ab4fb4e6be8436be7cb7309d63</citedby><cites>FETCH-LOGICAL-c365t-da7d6807922db3fb80e74e930c9792d7e396e11ab4fb4e6be8436be7cb7309d63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0301479723003493$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36868154$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Haijie</creatorcontrib><creatorcontrib>He, Yanhui</creatorcontrib><creatorcontrib>Yan, Zhuo</creatorcontrib><creatorcontrib>Yang, Zihe</creatorcontrib><creatorcontrib>Tian, Fei</creatorcontrib><creatorcontrib>Liu, Xiaocheng</creatorcontrib><creatorcontrib>Wu, Zhansheng</creatorcontrib><title>Insight into the microbial mechanisms for the improvement of spent mushroom substrate composting efficiency driven by phosphate-solubilizing Bacillus subtilis</title><title>Journal of environmental management</title><addtitle>J Environ Manage</addtitle><description>The objective of this study was to investigate the microbial mechanisms for the improvement of composting efficiency after Bacillus subtilis inoculation with soluble phosphorus function in the spent mushroom substrate (SMS) aerobic composting. The methods in this study, including redundant analysis (RDA), co-occurrence network analyze and Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt 2) were carried out studying the dynamic changes of phosphorus (P) components, microbial interactions and metabolic characteristics in the SMS aerobic composting inoculated with phosphorus-solubilizing B. subtilis (PSB). An increase in germination index (GI) (up to 88.4%), total nitrogen (TN) (16.6 g kg−1), available P content (0.34 g kg−1) and total P (TP) content (3.20 g kg−1) and a decrease in total organic carbon (TOC), C/N and electrical conductivity (EC) in final composting stage indicated B. subtilis inoculation could further improve maturity quality of the composting product compared with CK. Other results also demonstrated that PSB inoculation increased the stability of compost, humification degree and bacterial diversity, contributing to P fractions transformation in the composting process. Co-occurrence analysis suggested that PSB strengthened microbial interactions. Metabolic function of bacterial community analysis showed pathways such as carbohydrate metabolism, and amino acid metabolism in the composting were increased by effects of PSB inoculation. In summary, this study reveals a useful basis for better regulating the P nutrient level of the SMS composting and reducing environmental risks by inoculating B. subtilis with P solubilizing function.
[Display omitted]
•Phosphate-solubilizing Bacillus subtilis strengthened microbial interactions.•Bacillus subtilis improved the maturity quality of the composting product.•PSB changed P fractions and indigenous bacterial community composition.•PSB improved carbohydrate metabolism and amino acid metabolism of the SMS compost.</description><subject>Agaricales</subject><subject>Bacillus subtilis</subject><subject>Co-occurrence patterns analysis</subject><subject>Composting</subject><subject>Manure</subject><subject>Nitrogen</subject><subject>P components</subject><subject>Phosphates - chemistry</subject><subject>Phosphorus</subject><subject>Phosphorus solubilizing Bacillus subtilis</subject><subject>Phylogeny</subject><subject>Soil - chemistry</subject><subject>Spent mushroom substrate</subject><issn>0301-4797</issn><issn>1095-8630</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkcFu1DAQQCMEokvhE0A-cslix0mcnBBUQCtV4gJny3YmjVexHTzOSsvH8K043YVrL7Y1fjOjmVcUbxndM8raD4f9AfzRKb-vaMX3jImmZc-KHaN9U3Ytp8-LHeWUlbXoxVXxCvFAKeUVEy-LK952bceaelf8ufNoH6ZErE-BpAmIsyYGbdVMHJhJeYsOyRji46d1SwxHcOATCSPBZXu4FacYgiO4akxRJSAmuCVgsv6BwDhaY8GbExmiPYIn-kSWKeAyZbLEMK_azvb3xn5Wxs7zilullIP4ungxqhnhzeW-Ln5-_fLj5ra8__7t7ubTfWl426RyUGJoOyr6qho0H3VHQdTQc2r6HBsE8L4FxpSuR11Dq6GreT6F0YLTfmj5dfH-XDeP92sFTNJZNDDPykNYUVai43VfNxXLaHNG85oQI4xyidapeJKMyk2NPMiLGrmpkWc1Oe_dpcWqHQz_s_65yMDHMwB50KOFKPFxbzDYCCbJIdgnWvwFYz2n2A</recordid><startdate>20230615</startdate><enddate>20230615</enddate><creator>Li, Haijie</creator><creator>He, Yanhui</creator><creator>Yan, Zhuo</creator><creator>Yang, Zihe</creator><creator>Tian, Fei</creator><creator>Liu, Xiaocheng</creator><creator>Wu, Zhansheng</creator><general>Elsevier Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20230615</creationdate><title>Insight into the microbial mechanisms for the improvement of spent mushroom substrate composting efficiency driven by phosphate-solubilizing Bacillus subtilis</title><author>Li, Haijie ; He, Yanhui ; Yan, Zhuo ; Yang, Zihe ; Tian, Fei ; Liu, Xiaocheng ; Wu, Zhansheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-da7d6807922db3fb80e74e930c9792d7e396e11ab4fb4e6be8436be7cb7309d63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Agaricales</topic><topic>Bacillus subtilis</topic><topic>Co-occurrence patterns analysis</topic><topic>Composting</topic><topic>Manure</topic><topic>Nitrogen</topic><topic>P components</topic><topic>Phosphates - chemistry</topic><topic>Phosphorus</topic><topic>Phosphorus solubilizing Bacillus subtilis</topic><topic>Phylogeny</topic><topic>Soil - chemistry</topic><topic>Spent mushroom substrate</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Haijie</creatorcontrib><creatorcontrib>He, Yanhui</creatorcontrib><creatorcontrib>Yan, Zhuo</creatorcontrib><creatorcontrib>Yang, Zihe</creatorcontrib><creatorcontrib>Tian, Fei</creatorcontrib><creatorcontrib>Liu, Xiaocheng</creatorcontrib><creatorcontrib>Wu, Zhansheng</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of environmental management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Haijie</au><au>He, Yanhui</au><au>Yan, Zhuo</au><au>Yang, Zihe</au><au>Tian, Fei</au><au>Liu, Xiaocheng</au><au>Wu, Zhansheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Insight into the microbial mechanisms for the improvement of spent mushroom substrate composting efficiency driven by phosphate-solubilizing Bacillus subtilis</atitle><jtitle>Journal of environmental management</jtitle><addtitle>J Environ Manage</addtitle><date>2023-06-15</date><risdate>2023</risdate><volume>336</volume><spage>117561</spage><epage>117561</epage><pages>117561-117561</pages><artnum>117561</artnum><issn>0301-4797</issn><eissn>1095-8630</eissn><abstract>The objective of this study was to investigate the microbial mechanisms for the improvement of composting efficiency after Bacillus subtilis inoculation with soluble phosphorus function in the spent mushroom substrate (SMS) aerobic composting. The methods in this study, including redundant analysis (RDA), co-occurrence network analyze and Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt 2) were carried out studying the dynamic changes of phosphorus (P) components, microbial interactions and metabolic characteristics in the SMS aerobic composting inoculated with phosphorus-solubilizing B. subtilis (PSB). An increase in germination index (GI) (up to 88.4%), total nitrogen (TN) (16.6 g kg−1), available P content (0.34 g kg−1) and total P (TP) content (3.20 g kg−1) and a decrease in total organic carbon (TOC), C/N and electrical conductivity (EC) in final composting stage indicated B. subtilis inoculation could further improve maturity quality of the composting product compared with CK. Other results also demonstrated that PSB inoculation increased the stability of compost, humification degree and bacterial diversity, contributing to P fractions transformation in the composting process. Co-occurrence analysis suggested that PSB strengthened microbial interactions. Metabolic function of bacterial community analysis showed pathways such as carbohydrate metabolism, and amino acid metabolism in the composting were increased by effects of PSB inoculation. In summary, this study reveals a useful basis for better regulating the P nutrient level of the SMS composting and reducing environmental risks by inoculating B. subtilis with P solubilizing function.
[Display omitted]
•Phosphate-solubilizing Bacillus subtilis strengthened microbial interactions.•Bacillus subtilis improved the maturity quality of the composting product.•PSB changed P fractions and indigenous bacterial community composition.•PSB improved carbohydrate metabolism and amino acid metabolism of the SMS compost.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>36868154</pmid><doi>10.1016/j.jenvman.2023.117561</doi><tpages>1</tpages></addata></record> |
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subjects | Agaricales Bacillus subtilis Co-occurrence patterns analysis Composting Manure Nitrogen P components Phosphates - chemistry Phosphorus Phosphorus solubilizing Bacillus subtilis Phylogeny Soil - chemistry Spent mushroom substrate |
title | Insight into the microbial mechanisms for the improvement of spent mushroom substrate composting efficiency driven by phosphate-solubilizing Bacillus subtilis |
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