{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,10]],"date-time":"2026-08-10T21:26:35Z","timestamp":1786397195248,"version":"build-2736575974"},"reference-count":41,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T00:00:00Z","timestamp":1775779200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100005825","name":"National Institute of Food and Agriculture","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005825","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Microbiol."],"abstract":"<jats:sec>\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>\n                      Microbial consortia play a crucial role in plant protection by suppressing soil-borne pathogens. A previously studied root-associated microbial consortium consisting of seven bacterial strains (C7) demonstrated biocontrol activity against seedling blight in corn caused by\n                      <jats:italic>Fusarium verticillioides<\/jats:italic>\n                      . To enhance its biocontrol potential, we attempted to refine the community structure by either adding or removing them based on their inhibition potential and plant-growth-promoting traits.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      We used a plate-based method and plant assays to evaluate the biocontrol efficacy of S8, C7, and C8 against four major corn pathogens:\n                      <jats:italic>Pythium torulosum<\/jats:italic>\n                      ,\n                      <jats:italic>Fusarium graminearum<\/jats:italic>\n                      ,\n                      <jats:italic>Fusarium subglutinans<\/jats:italic>\n                      , and\n                      <jats:italic>Rhizoctonia solani<\/jats:italic>\n                      . We monitored the integration of strain S8 into the C7 community by measuring 16S abundance over 15 days post-incubation. Additionally, we conducted plant assays in pots under controlled conditions, focusing on the root-rot pathogen\n                      <jats:italic>Pythium torulosum<\/jats:italic>\n                      . We selected community members based on plant height, root biomass, supernatant assays, and auxin and siderophore production levels to create subcommunities that exhibited biocontrol activity and further stimulated plant growth.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Plate assays revealed that S8 and the modified consortium C8 showed greater inhibition of\n                      <jats:italic>P. torulosum<\/jats:italic>\n                      (&amp;gt;65% growth inhibition) than the original C7 community, but were less effective against\n                      <jats:italic>Fusarium<\/jats:italic>\n                      species (25\u201330%), while none of the communities restricted\n                      <jats:italic>R. solani<\/jats:italic>\n                      growth. In pot assays under growth-chamber conditions, S8 alone exhibited superior pathogen suppression compared with C7 and C8. However, integrating S8 into C7 did not enhance overall biocontrol efficiency. Community analysis via 16S amplicon sequencing revealed no significant shifts in C7 community strain abundance following S8 introduction, suggesting that S8 failed to persist or maintain proportional representation within the community under\n                      <jats:italic>in vitro<\/jats:italic>\n                      conditions. Given that some individual strains exhibited biocontrol activity comparable to C7, while a few strains showed stronger pathogen suppression and had variable effects on root biomass and plant height, we designed three sub-communities (SC1, SC2, SC3) based on the highest inhibitory activity against the pathogen. Plant assays showed that inoculation with SC1 and SC2 not only restored but also enhanced plant height and root biomass.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Discussion<\/jats:title>\n                    <jats:p>These results indicate that biocontrol efficacy is primarily driven by specific strain combinations rather than by the broader community. Our findings underscore the importance of refining microbial consortia to maximize synergistic interactions and minimize antagonism, advancing sustainable disease management in agriculture.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fmicb.2026.1714069","type":"journal-article","created":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T06:00:04Z","timestamp":1775800804000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Refining the root-associated microbial consortia for enhanced biocontrol of the root-rot pathogen of corn"],"prefix":"10.3389","volume":"17","author":[{"given":"Pranaya","family":"Kaki","sequence":"first","affiliation":[{"name":"Department of Plant Pathology, University of Minnesota-Twin Cities","place":["Saint Paul, MN, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel","family":"Schlatter","sequence":"additional","affiliation":[{"name":"Department of Plant Pathology, University of Minnesota-Twin Cities","place":["Saint Paul, MN, United States"]},{"name":"USDA-ARS Plant Science Research Unit","place":["Saint Paul, MN, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Devanshi","family":"Khokhani","sequence":"additional","affiliation":[{"name":"Department of Plant Pathology, University of Minnesota-Twin Cities","place":["Saint Paul, MN, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,4,10]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"628379","DOI":"10.3389\/fmicb.2021.628379","article-title":"Nitrogen fixing Azotobacter species as potential soil biological enhancers for crop nutrition and yield stability.","volume":"12","author":"Aasfar","year":"2021","journal-title":"Front. Microbiol."},{"key":"B2","doi-asserted-by":"publisher","first-page":"1418","DOI":"10.3390\/agriculture13071418","article-title":"Evaluation of bio-friendly formulations from siderophore-producing fluorescent Pseudomonas as biocontrol agents for the management of soil-borne fungi, Fusarium oxysporum and Rhizoctonia solani.","volume":"13","author":"Abo-Zaid","year":"2023","journal-title":"Agriculture"},{"key":"B3","doi-asserted-by":"publisher","first-page":"2276","DOI":"10.1016\/j.soilbio.2010.08.029","article-title":"Plant genotype strongly modifies the structure and growth of maize rhizosphere microbial communities.","volume":"42","author":"Aira","year":"2010","journal-title":"Soil Biol. Biochem."},{"key":"B4","doi-asserted-by":"publisher","first-page":"2213","DOI":"10.3389\/fmicb.2018.02213","article-title":"Microbial inoculants for improving crop quality and human health in Africa.","volume":"9","author":"Alori","year":"2018","journal-title":"Front. Microbiol."},{"key":"B5","doi-asserted-by":"publisher","first-page":"103784","DOI":"10.1016\/j.apsoil.2020.103784","article-title":"Inoculation with plant growth-promoting bacteria alters the rhizosphere functioning of tomato plants.","volume":"158","author":"Alzate Zuluaga","year":"2021","journal-title":"Appl. Soil Ecol."},{"key":"B6","doi-asserted-by":"publisher","first-page":"2191","DOI":"10.3389\/fpls.2017.02191","article-title":"A community-based culture collection for targeting novel plant growth-promoting bacteria from the sugarcane microbiome.","volume":"8","author":"Armanhi","year":"2018","journal-title":"Front. Plant Sci."},{"key":"B7","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1038\/nmeth.3869","article-title":"DADA2: High-resolution sample inference from Illumina amplicon data.","volume":"13","author":"Callahan","year":"2016","journal-title":"Nat. Methods"},{"key":"B8","doi-asserted-by":"publisher","first-page":"1445","DOI":"10.1038\/s41559-019-0994-z","article-title":"Synthetic microbiota reveal priority effects and keystone strains in the Arabidopsis phyllosphere.","volume":"3","author":"Carlstr\u00f6m","year":"2019","journal-title":"Nat. Ecol. Evol."},{"key":"B9","doi-asserted-by":"publisher","first-page":"006421","DOI":"10.1099\/ijsem.0.006421","article-title":"EzBioCloud: A genome-driven database and platform for microbiome identification and discovery.","volume":"74","author":"Chalita","year":"2024","journal-title":"Int. J. Syst. Evol. Microbiol"},{"key":"B10","doi-asserted-by":"publisher","first-page":"41","DOI":"10.3390\/jof11010041","article-title":"Harnessing genetic resistance in maize and integrated rust management strategies to combat southern corn rust.","volume":"11","author":"Chang","year":"2025","journal-title":"J. Fungi"},{"key":"B11","volume-title":"Corn Disease Loss Estimates from the United States and Ontario, Canada, 2022.","year":"2022"},{"key":"B12","volume-title":"Corn Disease Loss Estimates from the United States and Ontario, Canada, 2024.","year":"2024"},{"key":"B13","doi-asserted-by":"publisher","first-page":"1167839","DOI":"10.3389\/fmicb.2023.1167839","article-title":"Promotion of the growth and yield of Zea mays by synthetic microbial communities from Jala maize.","volume":"14","author":"De la Vega-Camarillo","year":"2023","journal-title":"Front. Microbiol."},{"key":"B14","doi-asserted-by":"publisher","first-page":"e3230","DOI":"10.21769\/BioProtoc.3230","article-title":"Analysis of indole-3-acetic acid (IAA) production in Klebsiella by LC-MS\/MS and the Salkowski method.","volume":"9","author":"Gang","year":"2019","journal-title":"Bio-Protocol"},{"key":"B15","doi-asserted-by":"publisher","first-page":"942","DOI":"10.1038\/nbt.3601","article-title":"Systematic improvement of amplicon marker gene methods for increased accuracy in microbiome studies.","volume":"34","author":"Gohl","year":"2016","journal-title":"Nat. Biotechnol."},{"key":"B16","doi-asserted-by":"publisher","first-page":"427","DOI":"10.3389\/fmicb.2014.00427","article-title":"The biocontrol endophytic bacterium Pseudomonas fluorescens PICF7 induces systemic defense responses in aerial tissues upon colonization of olive roots.","volume":"5","author":"G\u00f3mez-Lama Caban\u00e1s","year":"2014","journal-title":"Front. Microbiol."},{"key":"B17","doi-asserted-by":"publisher","first-page":"720","DOI":"10.1105\/tpc.107.052043","article-title":"Cellulose synthesis in Phytophthora infestans is required for normal infection structure development and pathogenesis.","volume":"20","author":"Grenville-Briggs","year":"2008","journal-title":"Plant Cell"},{"key":"B18","doi-asserted-by":"publisher","first-page":"3289","DOI":"10.1111\/mec.16036","article-title":"Long-term stability of soil bacterial and fungal community composition.","volume":"30","author":"Gschwend","year":"2021","journal-title":"Mol. Ecol."},{"key":"B19","doi-asserted-by":"publisher","first-page":"132209","DOI":"10.1016\/j.chemosphere.2021.132209","article-title":"Improving cadmium accumulation by Solanum nigrum L. via regulating rhizobacterial community and metabolic function with phosphate-solubilizing bacteria colonization.","volume":"287","author":"He","year":"2022","journal-title":"Chemosphere"},{"key":"B20","doi-asserted-by":"publisher","first-page":"e2003962","DOI":"10.1371\/journal.pbio.2003962","article-title":"Design of synthetic bacterial communities for predictable plant phenotypes.","volume":"16","author":"Herrera Paredes","year":"2018","journal-title":"PLoS Biol."},{"key":"B21","doi-asserted-by":"publisher","first-page":"860","DOI":"10.1126\/science.aaa8764","article-title":"Salicylic acid modulates colonization of the root microbiome by specific bacterial taxa.","volume":"349","author":"Lebeis","year":"2015","journal-title":"Science"},{"key":"B22","doi-asserted-by":"publisher","first-page":"156","DOI":"10.5423\/PPJ.2012.28.2.156","article-title":"Chemical and biological controls of balloon flower stem rots caused by Rhizoctonia solani and Sclerotinia sclerotiorum.","volume":"28","author":"Lee","year":"2012","journal-title":"Plant Pathol. J."},{"key":"B23","doi-asserted-by":"publisher","first-page":"1619","DOI":"10.3389\/fmicb.2020.01619","article-title":"Modes of action of microbial biocontrol in the phyllosphere.","volume":"11","author":"Legein","year":"2020","journal-title":"Front. Microbiol."},{"key":"B24","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1128\/jmbe.v12i1.249","article-title":"Use of blue agar CAS assay for siderophore detection.","volume":"12","author":"Louden","year":"2011","journal-title":"J. Microbiol. Biol. Educ."},{"key":"B25","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1080\/07060660809507544","article-title":"Comparative analysis and characterization of the soybean sudden death syndrome pathogen Fusarium virguliforme in the northern United States.","volume":"30","author":"Malvick","year":"2010","journal-title":"Can. J. Plant Pathol."},{"key":"B26","doi-asserted-by":"publisher","first-page":"e61217","DOI":"10.1371\/journal.pone.0061217","article-title":"phyloseq: An R package for reproducible interactive analysis and graphics of microbiome census data.","volume":"8","author":"McMurdie","year":"2013","journal-title":"PLoS One"},{"key":"B27","doi-asserted-by":"publisher","first-page":"756368","DOI":"10.3389\/fpls.2021.756368","article-title":"Microbial consortia for effective biocontrol of root and foliar diseases in tomato.","volume":"12","author":"Minchev","year":"2021","journal-title":"Front. Plant Sci."},{"key":"B28","doi-asserted-by":"publisher","first-page":"E2450","DOI":"10.1073\/pnas.1616148114","article-title":"Simplified and representative bacterial community of maize roots.","volume":"114","author":"Niu","year":"2017","journal-title":"Proc. Natl. Acad. Sci."},{"key":"B29","doi-asserted-by":"publisher","first-page":"1318","DOI":"10.1021\/np400589h","article-title":"Inducing secondary metabolite production by the endophytic fungus Fusarium tricinctum through co-cultivation with Bacillus subtilis 168 trpC2.","volume":"76","author":"Ola","year":"2013","journal-title":"J. Natural Products"},{"key":"B30","doi-asserted-by":"publisher","first-page":"6548","DOI":"10.1073\/pnas.1302837110","article-title":"Diversity and heritability of the maize rhizosphere microbiome under field conditions.","volume":"110","author":"Peiffer","year":"2013","journal-title":"Proc. Natl. Acad. Sci."},{"key":"B31","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1016\/j.micres.2017.11.011","article-title":"Modulation in phenolic root exudate profile of Abelmoschus esculentus expressing activation of defense pathway.","volume":"206","author":"Ray","year":"2018","journal-title":"Microbiol. Res."},{"key":"B32","doi-asserted-by":"publisher","first-page":"1113","DOI":"10.3390\/plants10061113","article-title":"Bacillus subtilis MBI600 promotes growth of tomato plants and induces systemic resistance contributing to the control of soilborne pathogens.","volume":"10","author":"Samaras","year":"2021","journal-title":"Plants"},{"key":"B33","doi-asserted-by":"publisher","first-page":"3439","DOI":"10.1111\/mec.15012","article-title":"A suite of complementary biocontrol traits allows a native fungus to suppress the plant pathogen Fusarium oxysporum.","volume":"28","author":"Santhanam","year":"2019","journal-title":"Mol. Ecol."},{"key":"B34","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1186\/s13568-019-0932-0","article-title":"Microbial inoculants: Reviewing the past, discussing the present and previewing an outstanding future for the use of beneficial bacteria in agriculture.","volume":"9","author":"Santos","year":"2019","journal-title":"AMB Express"},{"key":"B35","doi-asserted-by":"publisher","first-page":"863240","DOI":"10.1155\/2013\/863240","article-title":"Microbial inoculants and their impact on soil microbial communities: A review.","volume":"2013","author":"Trabelsi","year":"2013","journal-title":"BioMed. Res. Int."},{"key":"B36","volume-title":"World Agricultural Supply and Demand Estimates (WASDE-663).","year":"2025"},{"key":"B37","doi-asserted-by":"publisher","first-page":"356","DOI":"10.3389\/fpls.2013.00356","article-title":"Plant growth-promoting rhizobacteria and root system functioning.","volume":"4","author":"Vacheron","year":"2013","journal-title":"Front. Plant Sci."},{"key":"B38","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.agee.2016.05.006","article-title":"Increased biomass and reduced heavy metal accumulation of edible tissues of vegetable crops in the presence of plant growth-promoting Neorhizobium huautlense T1-17 and biochar.","volume":"228","author":"Wang","year":"2016","journal-title":"Agricult. Ecosyst. Environ."},{"key":"B39","doi-asserted-by":"publisher","first-page":"117433","DOI":"10.1016\/j.ecoenv.2024.117433","article-title":"Effect of fungicides on soil respiration, microbial community structure, and enzyme activities: A global meta-analysis (1975\u20132024).","volume":"289","author":"Wang","year":"2025","journal-title":"Ecotoxicol. Environ. Saf."},{"key":"B40","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1186\/s40168-018-0537-x","article-title":"Root exudates drive the soil-borne legacy of aboveground pathogen infection.","volume":"6","author":"Yuan","year":"2018","journal-title":"Microbiome"},{"key":"B41","doi-asserted-by":"publisher","first-page":"3347","DOI":"10.1021\/acs.est.8b04392","article-title":"Fungicides: An overlooked pesticide class?","volume":"53","author":"Zubrod","year":"2019","journal-title":"Environ. Sci. Technol."}],"container-title":["Frontiers in Microbiology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fmicb.2026.1714069\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T06:00:05Z","timestamp":1775800805000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fmicb.2026.1714069\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,10]]},"references-count":41,"alternative-id":["10.3389\/fmicb.2026.1714069"],"URL":"https:\/\/doi.org\/10.3389\/fmicb.2026.1714069","relation":{},"ISSN":["1664-302X"],"issn-type":[{"value":"1664-302X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4,10]]},"article-number":"1714069"}}