{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:15:21Z","timestamp":1788221721790,"version":"build-2803163510"},"reference-count":53,"publisher":"American Chemical Society (ACS)","issue":"33","license":[{"start":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T00:00:00Z","timestamp":1786406400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["HR00112320006"],"award-info":[{"award-number":["HR00112320006"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,8,25]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>Microbiologically influenced corrosion (MIC) threatens global infrastructure, causing billions of dollars in annual losses. Its persistence stems from unresolved mechanisms\u2500particularly the metabolites produced by microorganisms that drive or inhibit corrosion\u2500and the microbial community structures. Progress has been hindered by the absence of systematic workflows to rapidly and accurately identify MIC-relevant microorganisms and their functions. Here, we present DURABLE (Detection of Unique Corrosion Resistant or Accelerating Biologics in a Laboratory Environment), a pipeline that couples high-throughput microbial screening with genomic and metabolic workflows. We applied the DURABLE workflow to six diesel tank samples and revealed fuel-dependent microbial community structures, which showed greater diversity and evenness in bacterial communities than their fungal counterparts. The workflow used carbon steel beads to rapidly screen over 80 bacterial isolates for corrosive activity, reducing assay time to approximately 2 days compared with the conventional 30-day metal coupon test. More than 40 isolates were identified as corrosive. Further testing using mass spectrometry analysis revealed corrosion-associated metabolites, which were further validated using electrochemical assays. Thus, DURABLE achieved a \u223c15-fold increase in screening speed and provided a scalable and mechanistic framework for dissecting MIC dynamics. We expect this advance will enable the development of precision mitigation strategies in hydrocarbon fuel infrastructure.<\/jats:p>","DOI":"10.1021\/acs.est.6c07071","type":"journal-article","created":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T16:01:38Z","timestamp":1786464098000},"page":"23319-23332","source":"Crossref","is-referenced-by-count":0,"title":["DURABLE: A Workflow\nfor Determining Corrosion-Driving\nand Protective Microbial Mechanisms"],"prefix":"10.1021","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3019-5649","authenticated-orcid":true,"given":"Aifen","family":"Zhou","sequence":"first","affiliation":[{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuwen","family":"Li","sequence":"additional","affiliation":[{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Han","family":"Zhang","sequence":"additional","affiliation":[{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Evelyn","family":"Callaway","sequence":"additional","affiliation":[{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Song-I","family":"Han","sequence":"additional","affiliation":[{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jason S.","family":"Lee","sequence":"additional","affiliation":[{"name":"Stennis Space Center , , , ,","place":["Stennis Space Center, Mississippi, United States, MS39529"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyongbum","family":"Lee","sequence":"additional","affiliation":[{"name":"Tufts University , , , ,","place":["Medford, Massachusetts, United States, 02155"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arul","family":"Jayaraman","sequence":"additional","affiliation":[{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]},{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul","family":"de Figueiredo","sequence":"additional","affiliation":[{"name":"University of Missouri , , , ,","place":["Columbia, Missouri, United States, 65211"]},{"name":"University of Missouri School of Medicine , , , ,","place":["Columbia, Missouri, United States, 65211"]},{"name":"University of Missouri School of Veterinary Medicine , , , ,","place":["Columbia, Missouri, United States, 65211"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9223-8301","authenticated-orcid":true,"given":"Arum","family":"Han","sequence":"additional","affiliation":[{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]},{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]},{"name":"Texas A&M University , , , ,","place":["College Station, Texas, United States, 77843"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"316","published-online":{"date-parts":[[2026,8,11]]},"reference":[{"key":"2026083119451054500_cit1","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.ibiod.2012.08.002","article-title":"Microbial\ncontamination and its control in fuels and fuel systems since 1980\n\u2013 a review","volume":"81","author":"Passman","year":"2013","journal-title":"Int. Biodeterior. Biodegrad."},{"key":"2026083119451054500_cit2","volume-title":"Microbiologically\nInfluenced Corrosion\u201d In Oil And Gas Pipelines","author":"Little","year":"2015"},{"key":"2026083119451054500_cit3","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1007\/s11783-024-1880-8","article-title":"Unveiling the complexities of microbiologically\ninduced corrosion: mechanisms, detection techniques, and mitigation\nstrategies","volume":"18","author":"Ahmed","year":"2024","journal-title":"Front. Environ. Sci. Eng."},{"key":"2026083119451054500_cit4","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1016\/j.ibiod.2018.11.007","article-title":"Microbiologically\ninfluenced corrosion and current mitigation strategies: A state of\nthe art review","volume":"137","author":"Jia","year":"2019","journal-title":"Int. Biodeterior. Biodegrad."},{"key":"2026083119451054500_cit5","doi-asserted-by":"publisher","first-page":"13895","DOI":"10.1021\/acs.iecr.8b02211","article-title":"A review of characterization and\nquantification tools\nfor microbiologically influenced corrosion in the oil and gas industry:\nCurrent and future trends","volume":"57","author":"Kannan","year":"2018","journal-title":"Ind. Eng. Chem. Res."},{"key":"2026083119451054500_cit6","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1007\/s11274-020-02956-6","article-title":"Bacterial diversity in aqueous\/sludge\nphases within diesel fuel storage tanks","volume":"36","author":"Gonza\u0301lez-Beni\u0301tez","year":"2020","journal-title":"World\nJ. Microbiol. Biotechnol."},{"key":"2026083119451054500_cit7","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2022.e09264","article-title":"Microbial contamination\nof diesel-biodiesel\nblends in storage tank; an analysis of colony morphology","volume":"8","author":"Komariah","year":"2022","journal-title":"Heliyon"},{"key":"2026083119451054500_cit8","doi-asserted-by":"publisher","first-page":"6945","DOI":"10.1007\/s00253-015-6729-4","article-title":"Microbially\ninfluenced corrosion communities associated with fuel-grade ethanol\nenvironments","volume":"99","author":"Williamson","year":"2015","journal-title":"Appl. Microbiol. Biotechnol."},{"key":"2026083119451054500_cit9","doi-asserted-by":"publisher","first-page":"167","DOI":"10.3389\/fmicb.2020.00167","article-title":"In situ linkage of fungal and bacterial proliferation\nto microbiologically influenced corrosion in B20 biodiesel storage\ntanks","volume":"11","author":"Stamps","year":"2020","journal-title":"Front. 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Sci."},{"key":"2026083119451054500_cit13","doi-asserted-by":"publisher","first-page":"fuad041","DOI":"10.1093\/femsre\/fuad041","article-title":"Microbiologically influenced corrosion\u2500more\nthan just microorganisms","volume":"47","author":"Knisz","year":"2023","journal-title":"FEMS Microbiol. Rev."},{"key":"2026083119451054500_cit14","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.ibiod.2014.04.024","article-title":"Characterization of the F-76 diesel\nand Jet-A aviation fuel hydrocarbon degradation profiles of Pseudomonas aeruginosa and Marinobacter hydrocarbonoclasticus","volume":"93","author":"Striebich","year":"2014","journal-title":"Int. Biodeterior. 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S.\nA."},{"key":"2026083119451054500_cit18","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1271\/bbb.68.557","article-title":"Isolation and characterization of Xanthobacter polyaromaticivorans sp. nov. 127W that degrades polycyclic\nand heterocyclic aromatic compounds under extremely low oxygen conditions","volume":"68","author":"Hirano","year":"2004","journal-title":"Biosci., Biotechnol., Biochem."},{"key":"2026083119451054500_cit19","doi-asserted-by":"publisher","first-page":"7008","DOI":"10.1128\/AEM.71.11.7008-7018.2005","article-title":"Bacterial community\ndynamics and polycyclic aromatic hydrocarbon degradation during bioremediation\nof heavily creosote-contaminated soil","volume":"71","author":"Vin\u0303as","year":"2005","journal-title":"Appl.\nEnviron. 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Aquac. - Bamidgeh."},{"key":"2026083119451054500_cit29","doi-asserted-by":"publisher","first-page":"375","DOI":"10.3390\/w15020375","article-title":"Recent advances in\nbacterial degradation\nof hydrocarbons","volume":"15","author":"Pandolfo","year":"2023","journal-title":"Water"},{"key":"2026083119451054500_cit30","doi-asserted-by":"publisher","first-page":"196","DOI":"10.3390\/fermentation9020196","article-title":"Petroleum hydrocarbon catabolic pathways\nas targets for metabolic engineering strategies for enhanced bioremediation\nof crude-oil-contaminated environments","volume":"9","author":"Das","year":"2023","journal-title":"Fermentation"},{"key":"2026083119451054500_cit31","doi-asserted-by":"publisher","first-page":"780469","DOI":"10.3389\/fmicb.2021.780469","article-title":"Microbial systems ecology\nto understand cross-feeding in microbiomes","volume":"12","author":"Mataigne","year":"2021","journal-title":"Front. Microbiol."},{"key":"2026083119451054500_cit32","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1146\/annurev.micro.50.1.553","article-title":"The \u03b2-ketoadipate pathway and the biology of\nself-identity","volume":"50","author":"Harwood","year":"1996","journal-title":"Annu. Rev. Microbiol."},{"key":"2026083119451054500_cit33","doi-asserted-by":"publisher","first-page":"9647","DOI":"10.3390\/ijms22179647","article-title":"Characterization\nof protocatechuate 4,5-dioxygenase from Pseudarthrobacter phenanthrenivorans Sphe3 and in situ reaction monitoring\nin the NMR tube","volume":"22","author":"Tsagogiannis","year":"2021","journal-title":"Int. J. Mol. Sci."},{"key":"2026083119451054500_cit34","doi-asserted-by":"publisher","first-page":"8339","DOI":"10.1007\/s00253-019-10115-7","article-title":"Geobacillus strains\nthat have potential value in microbial enhanced oil recovery","volume":"103","author":"Lin","year":"2019","journal-title":"Appl. Microbiol. Biotechnol."},{"key":"2026083119451054500_cit35","doi-asserted-by":"publisher","first-page":"1608","DOI":"10.1038\/s41598-018-36983-z","article-title":"Genome analysis\nof a thermophilic exopolysaccharide-producing bacterium - Geobacillus sp. WSUCF1","volume":"9","author":"Wang","year":"2019","journal-title":"Sci. Rep."},{"key":"2026083119451054500_cit36","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1038\/s41579-019-0195-4","article-title":"Type IV pili: dynamics,\nbiophysics\nand functional consequences","volume":"17","author":"Craig","year":"2019","journal-title":"Nat. Rev. Microbiol."},{"key":"2026083119451054500_cit37","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1179\/bcj.1999.34.1.63","article-title":"Corrosion\nof metals and alloys in methane sulphonic\nacid","volume":"34","author":"Gaur","year":"1999","journal-title":"Br. Corros. J."},{"key":"2026083119451054500_cit38","doi-asserted-by":"publisher","first-page":"2430","DOI":"10.1016\/j.corsci.2010.04.001","article-title":"Corrosion\nbehaviour of stainless steels in aqueous\nsolutions of methanesulfonic acid","volume":"52","author":"Fins\u030cgar","year":"2010","journal-title":"Corros. Sci."},{"key":"2026083119451054500_cit39","doi-asserted-by":"publisher","first-page":"114817","DOI":"10.1016\/j.molliq.2020.114817","article-title":"Experimental and theoretical\nstudies of paracetamol as a copper corrosion inhibitor","volume":"327","author":"Tasic\u0301","year":"2021","journal-title":"J. Mol. Liq."},{"key":"2026083119451054500_cit40","doi-asserted-by":"publisher","first-page":"41137","DOI":"10.1039\/D0RA06742C","article-title":"Experimental and theoretical investigations of benzoic\nacid derivatives as corrosion inhibitors for AISI 316 stainless steel\nin hydrochloric acid medium: DFT and Monte Carlo simulations on the\nFe (110) surface","volume":"10","author":"Alahiane","year":"2020","journal-title":"RSC Adv."},{"key":"2026083119451054500_cit41","doi-asserted-by":"publisher","first-page":"997","DOI":"10.1007\/s42250-022-00388-3","article-title":"A new combination\ninhibitor based\non tomato pomace extract and organosilane for enhanced anticorrosion\nperformance of steel","volume":"5","author":"Vorobyova","year":"2022","journal-title":"Chem. Afr."},{"key":"2026083119451054500_cit42","doi-asserted-by":"publisher","first-page":"2148","DOI":"10.3390\/ma16062148","article-title":"Revealing\nthe correlation between molecular structure\nand corrosion inhibition characteristics of N-heterocycles in terms\nof substituent groups","volume":"16","author":"Tan","year":"2023","journal-title":"Materials"},{"key":"2026083119451054500_cit43","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.marpolbul.2016.03.060","article-title":"Isolation, identification and diesel-oil\nbiodegradation capacities of indigenous hydrocarbon-degrading strains\nof Cellulosimicrobium cellulans and Acinetobacter baumannii from tarball at Terengganu beach, Malaysia","volume":"107","author":"Nkem","year":"2016","journal-title":"Mar. Pollut. Bull."},{"key":"2026083119451054500_cit44","doi-asserted-by":"publisher","first-page":"121168","DOI":"10.1016\/j.jhazmat.2019.121168","article-title":"Acinetobacter\nsp. as the key player\nin diesel oil degrading community exposed to PAHs and heavy metals","volume":"383","author":"Czarny","year":"2020","journal-title":"J. Hazard. Mater."},{"key":"2026083119451054500_cit45","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1007\/s00128-015-1489-5","article-title":"Bacterial rhizosphere\nand endosphere populations associated with grasses and trees to be\nused for phytoremediation of crude oil contaminated soil","volume":"94","author":"Fatima","year":"2015","journal-title":"Bull. Environ. Contam. Toxicol."},{"key":"2026083119451054500_cit46","doi-asserted-by":"publisher","first-page":"124890","DOI":"10.1016\/j.chemosphere.2019.124890","article-title":"Phragmites australis\nin combination with hydrocarbons degrading bacteria is a suitable\noption for remediation of diesel-contaminated water in floating wetlands","volume":"240","author":"Fahid","year":"2020","journal-title":"Chemosphere"},{"key":"2026083119451054500_cit47","doi-asserted-by":"publisher","first-page":"542","DOI":"10.1038\/ismej.2014.169","article-title":"The dual role of microbes in corrosion","volume":"9","author":"Kip","year":"2015","journal-title":"ISME J."},{"key":"2026083119451054500_cit48","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1038\/nmeth.3869","article-title":"DADA2: High-resolution sample inference from Illumina\namplicon data","volume":"13","author":"Callahan","year":"2016","journal-title":"Nat. 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Evol."},{"key":"2026083119451054500_cit52","doi-asserted-by":"publisher","first-page":"7127","DOI":"10.1007\/s13762-018-2114-z","article-title":"Comparative\nstudy on the petroleum\ncrude oil degradation potential of microbes from petroleum-contaminated\nsoil and non-contaminated soil","volume":"16","author":"Ra","year":"2019","journal-title":"Int. J. Environ.\nSci. Technol."},{"key":"2026083119451054500_cit53","doi-asserted-by":"publisher","first-page":"713","DOI":"10.3390\/metabo14120713","article-title":"Integrated\nmetagenomic and metabolomic analysis of in vitro Murine gut microbial\ncultures upon bisphenol S exposure","volume":"14","author":"Cox","year":"2024","journal-title":"Metabolites"}],"container-title":["Environmental Science &amp;\nTechnology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.est.6c07071","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/esthag\/article-pdf\/60\/33\/23319\/66494448\/acs.est.6c07071.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/pubs.acs.org\/esthag\/article-pdf\/60\/33\/23319\/66494448\/acs.est.6c07071.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,31]],"date-time":"2026-08-31T23:45:20Z","timestamp":1788219920000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/esthag\/article\/60\/33\/23319\/5252512\/DURABLE-A-Workflow-for-Determining-Corrosion"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,11]]},"references-count":53,"journal-issue":{"issue":"33","published-online":{"date-parts":[[2026,8,11]]},"published-print":{"date-parts":[[2026,8,25]]}},"URL":"https:\/\/doi.org\/10.1021\/acs.est.6c07071","relation":{},"ISSN":["0013-936X","1520-5851"],"issn-type":[{"value":"0013-936X","type":"print"},{"value":"1520-5851","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,11]]}}}