{"id":"https://openalex.org/W4407867672","doi":"https://doi.org/10.1093/bib/bbaf047","title":"Do protein language models learn phylogeny?","display_name":"Do protein language models learn phylogeny?","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4407867672","doi":"https://doi.org/10.1093/bib/bbaf047","pmid":"https://pubmed.ncbi.nlm.nih.gov/39987495"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaf047","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf047","pdf_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf047/62054908/bbaf047.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf047/62054908/bbaf047.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086580932","display_name":"Sanjana Tule","orcid":"https://orcid.org/0000-0001-5630-5792"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sanjana Tule","raw_affiliation_strings":["School of Chemistry and Molecular Biosciences, The University of Queensland , Brisbane, QLD 4072 ,"],"affiliations":[{"raw_affiliation_string":"School of Chemistry and Molecular Biosciences, The University of Queensland , Brisbane, QLD 4072 ,","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088124752","display_name":"Gabriel Foley","orcid":"https://orcid.org/0000-0002-0487-2629"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gabriel Foley","raw_affiliation_strings":["School of Chemistry and Molecular Biosciences, The University of Queensland , Brisbane, QLD 4072 ,"],"affiliations":[{"raw_affiliation_string":"School of Chemistry and Molecular Biosciences, The University of Queensland , Brisbane, QLD 4072 ,","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045279138","display_name":"Mikael Bod\u00e9n","orcid":"https://orcid.org/0000-0003-3548-268X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mikael Bod\u00e9n","raw_affiliation_strings":["School of Chemistry and Molecular Biosciences, The University of Queensland , Brisbane, QLD 4072 ,"],"affiliations":[{"raw_affiliation_string":"School of Chemistry and Molecular Biosciences, The University of Queensland , Brisbane, QLD 4072 ,","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086580932"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":2.0478,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87463577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"26","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/phylogenetic-tree","display_name":"Phylogenetic tree","score":0.8761427998542786},{"id":"https://openalex.org/keywords/indel","display_name":"Indel","score":0.762312114238739},{"id":"https://openalex.org/keywords/phylogenetics","display_name":"Phylogenetics","score":0.654175341129303},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.5568476915359497},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.448426753282547},{"id":"https://openalex.org/keywords/multiple-sequence-alignment","display_name":"Multiple sequence alignment","score":0.43043118715286255},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.4289167821407318},{"id":"https://openalex.org/keywords/protein-superfamily","display_name":"Protein superfamily","score":0.42141252756118774},{"id":"https://openalex.org/keywords/sequence-alignment","display_name":"Sequence alignment","score":0.4193764626979828},{"id":"https://openalex.org/keywords/protein-family","display_name":"Protein family","score":0.41227686405181885},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3883364200592041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33707761764526367},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3352913558483124},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.3204066753387451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2754408121109009},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.16202712059020996},{"id":"https://openalex.org/keywords/peptide-sequence","display_name":"Peptide sequence","score":0.1363946795463562}],"concepts":[{"id":"https://openalex.org/C193252679","wikidata":"https://www.wikidata.org/wiki/Q242125","display_name":"Phylogenetic tree","level":3,"score":0.8761427998542786},{"id":"https://openalex.org/C119054055","wikidata":"https://www.wikidata.org/wiki/Q1576681","display_name":"Indel","level":5,"score":0.762312114238739},{"id":"https://openalex.org/C90132467","wikidata":"https://www.wikidata.org/wiki/Q171184","display_name":"Phylogenetics","level":3,"score":0.654175341129303},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5568476915359497},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.448426753282547},{"id":"https://openalex.org/C88031987","wikidata":"https://www.wikidata.org/wiki/Q1377767","display_name":"Multiple sequence alignment","level":5,"score":0.43043118715286255},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.4289167821407318},{"id":"https://openalex.org/C178180057","wikidata":"https://www.wikidata.org/wiki/Q7251477","display_name":"Protein superfamily","level":3,"score":0.42141252756118774},{"id":"https://openalex.org/C45484198","wikidata":"https://www.wikidata.org/wiki/Q827246","display_name":"Sequence alignment","level":4,"score":0.4193764626979828},{"id":"https://openalex.org/C171897839","wikidata":"https://www.wikidata.org/wiki/Q417841","display_name":"Protein family","level":3,"score":0.41227686405181885},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3883364200592041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33707761764526367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3352913558483124},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.3204066753387451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2754408121109009},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.16202712059020996},{"id":"https://openalex.org/C167625842","wikidata":"https://www.wikidata.org/wiki/Q899763","display_name":"Peptide sequence","level":3,"score":0.1363946795463562},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.0},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010802","descriptor_name":"Phylogeny","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010802","descriptor_name":"Phylogeny","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010802","descriptor_name":"Phylogeny","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010802","descriptor_name":"Phylogeny","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D019143","descriptor_name":"Evolution, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019143","descriptor_name":"Evolution, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019143","descriptor_name":"Evolution, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019143","descriptor_name":"Evolution, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D054643","descriptor_name":"INDEL Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054643","descriptor_name":"INDEL Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbaf047","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf047","pdf_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf047/62054908/bbaf047.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:39987495","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39987495","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11847157","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11847157","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaf047","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf047","pdf_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf047/62054908/bbaf047.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407867672.pdf","grobid_xml":"https://content.openalex.org/works/W4407867672.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W1888761835","https://openalex.org/W2031611770","https://openalex.org/W2046689939","https://openalex.org/W2055033601","https://openalex.org/W2078802219","https://openalex.org/W2097270746","https://openalex.org/W2100652878","https://openalex.org/W2160654481","https://openalex.org/W2163627198","https://openalex.org/W2277953252","https://openalex.org/W2963400886","https://openalex.org/W2973047874","https://openalex.org/W3005235420","https://openalex.org/W3095583226","https://openalex.org/W3115284089","https://openalex.org/W3121000782","https://openalex.org/W3146944767","https://openalex.org/W3177500196","https://openalex.org/W3177828909","https://openalex.org/W3179485843","https://openalex.org/W3194729882","https://openalex.org/W3211728297","https://openalex.org/W4200222161","https://openalex.org/W4210494137","https://openalex.org/W4296932880","https://openalex.org/W4307068738","https://openalex.org/W4307171449","https://openalex.org/W4307684269","https://openalex.org/W4327550249","https://openalex.org/W4386860638","https://openalex.org/W4390590489","https://openalex.org/W4392235646","https://openalex.org/W4392686654","https://openalex.org/W4400231442","https://openalex.org/W4404447386","https://openalex.org/W6843138171"],"related_works":["https://openalex.org/W2068647191","https://openalex.org/W2009133913","https://openalex.org/W2015399150","https://openalex.org/W2061567716","https://openalex.org/W2275032899","https://openalex.org/W2498689255","https://openalex.org/W2032757954","https://openalex.org/W2075451741","https://openalex.org/W2139240863","https://openalex.org/W2036521446"],"abstract_inverted_index":{"Deep":[0],"machine":[1],"learning":[2],"demonstrates":[3],"a":[4,120,142,149,206],"capacity":[5,32],"to":[6,19,38,46,56,77,137,166,215,221],"uncover":[7],"evolutionary":[8,139],"relationships":[9,41,88,140],"directly":[10],"from":[11,126],"protein":[12,91,111,144],"sequences,":[13,155],"in":[14,93,105,174],"effect":[15],"internalising":[16],"notions":[17],"inherent":[18],"classical":[20,57,124,169],"phylogenetic":[21,40,58,87,103,170,210],"tree":[22],"inference.":[23],"We":[24,49,128,184,199],"connect":[25],"these":[26,186],"two":[27],"paradigms":[28,180],"by":[29,85],"assessing":[30],"the":[31,82,176,179,201],"of":[33,162,203,227,232],"protein-based":[34],"language":[35],"models":[36],"(pLMs)":[37],"discern":[39],"without":[42],"being":[43],"explicitly":[44],"trained":[45],"do":[47],"so.":[48],"evaluate":[50],"ESM2,":[51],"ProtTrans,":[52],"and":[53,65,96,223,229],"MSA-Transformer":[54],"relative":[55],"methods,":[59],"while":[60],"also":[61],"considering":[62],"sequence":[63],"insertions":[64,228],"deletions":[66],"(indels)":[67],"across":[68],"114":[69],"Pfam":[70],"datasets.":[71],"The":[72],"largest":[73],"ESM2":[74,147,204],"model":[75],"tends":[76],"outperform":[78],"other":[79],"pLMs":[80,99,131],"(including":[81],"multimodal":[83],"ESM3)":[84],"recovering":[86],"among":[89,191],"homologous":[90,193],"sequences":[92],"both":[94],"low-":[95],"high-gap":[97],"settings.":[98],"agree":[100],"with":[101,113],"conventional":[102],"methods":[104],"general,":[106],"but":[107,195],"more":[108],"so":[109],"for":[110,152,209],"families":[112,194],"fewer":[114],"implied":[115],"indels,":[116],"highlighting":[117],"indels":[118],"as":[119,135,205],"key":[121],"factor":[122],"differentiating":[123],"phylogenetics":[125],"pLMs.":[127],"find":[129],"that":[130,218],"preferentially":[132],"capture":[133],"broader":[134],"opposed":[136],"finer":[138],"within":[141],"specific":[143],"family,":[145],"where":[146],"has":[148],"sweet":[150],"spot":[151],"highly":[153],"divergent":[154],"at":[156,236],"remote":[157,216],"distance.":[158],"Less":[159],"than":[160],"10%":[161],"neurons":[163,187],"are":[164,188,219,234],"sufficient":[165],"broadly":[167],"recapitulate":[168],"distances;":[171],"when":[172,213],"used":[173],"isolation,":[175],"difference":[177],"between":[178],"is":[181],"further":[182],"diminished.":[183],"show":[185],"polysemantic,":[189],"shared":[190],"different":[192],"never":[196],"fully":[197],"overlapping.":[198],"highlight":[200],"potential":[202],"complementary":[207],"tool":[208],"analysis,":[211],"especially":[212],"extending":[214],"homologs":[217],"difficult":[220],"align":[222],"imply":[224],"complex":[225],"histories":[226],"deletions.":[230],"Implementations":[231],"analyses":[233],"available":[235],"https://github.com/santule/pLMEvo.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":9}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
