{"id":"https://openalex.org/W7221597659","doi":"https://doi.org/10.64898/2026.10.11.758201","title":"Genome-wide association study in a maize diversity panel dissects the genetic basis of lignocellulosic recalcitrance","display_name":"Genome-wide association study in a maize diversity panel dissects the genetic basis of lignocellulosic recalcitrance","publication_year":2026,"publication_date":"2026-10-13","ids":{"openalex":"https://openalex.org/W7221597659","doi":"https://doi.org/10.64898/2026.10.11.758201"},"language":"en","primary_location":{"id":"doi:10.64898/2026.10.11.758201","doi":"https://doi.org/10.64898/2026.10.11.758201","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.10.11.758201","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/13/2026.10.11.758201.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/13/2026.10.11.758201.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080740694","display_name":"Shaogan Wang","orcid":"https://orcid.org/0000-0002-9841-6084","observed_orcids":["https://orcid.org/0000-0002-9841-6084"]},"institutions":[{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shaogan Wang","raw_affiliation_strings":["Institute for Plant Cell Biology and Biotechnology, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9841-6084","affiliations":[{"raw_affiliation_string":"Institute for Plant Cell Biology and Biotechnology, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116333215","display_name":"Frank Roeber","orcid":"https://orcid.org/0009-0004-1547-1187","observed_orcids":["https://orcid.org/0009-0004-1547-1187"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank Roeber","raw_affiliation_strings":["Pioneer Hi-Bred Northern Europe Service Division GmbH, 79427 Eschbach, Germany"],"raw_orcid":"https://orcid.org/0009-0004-1547-1187","affiliations":[{"raw_affiliation_string":"Pioneer Hi-Bred Northern Europe Service Division GmbH, 79427 Eschbach, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018851065","display_name":"S. Groh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Susanne Groh","raw_affiliation_strings":["Pioneer Hi-Bred Northern Europe Service Division GmbH, 79427 Eschbach, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pioneer Hi-Bred Northern Europe Service Division GmbH, 79427 Eschbach, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158576800","display_name":"Therese Bolduan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210117644","display_name":"KWS Saat (Germany)","ror":"https://ror.org/02p9c1e58","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210117644"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Therese Bolduan","raw_affiliation_strings":["KWS SAAT SE & Co. KGaA, 37574 Einbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KWS SAAT SE & Co. KGaA, 37574 Einbeck, Germany","institution_ids":["https://openalex.org/I4210117644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087054984","display_name":"Benjamin Stich","orcid":"https://orcid.org/0000-0001-6791-8068","observed_orcids":["https://orcid.org/0000-0001-6791-8068"]},"institutions":[{"id":"https://openalex.org/I1326965316","display_name":"Julius K\u00fchn-Institut","ror":"https://ror.org/022d5qt08","country_code":"DE","type":"government","lineage":["https://openalex.org/I1326965316","https://openalex.org/I2801963157"]},{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Stich","raw_affiliation_strings":["Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Agricultural Crops, Julius K\u00fchn Institute (JKI), 18190 Sanitz, Germany","Professorship for Utilization of Plant Genetic Resources for Breeding Purposes, University of Rostock, 18059 Rostock, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6791-8068","affiliations":[{"raw_affiliation_string":"Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Agricultural Crops, Julius K\u00fchn Institute (JKI), 18190 Sanitz, Germany","institution_ids":["https://openalex.org/I1326965316"]},{"raw_affiliation_string":"Professorship for Utilization of Plant Genetic Resources for Breeding Purposes, University of Rostock, 18059 Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031449693","display_name":"Delphine Van Inghelandt","orcid":"https://orcid.org/0000-0002-2819-843X","observed_orcids":["https://orcid.org/0000-0002-2819-843X"]},"institutions":[{"id":"https://openalex.org/I1326965316","display_name":"Julius K\u00fchn-Institut","ror":"https://ror.org/022d5qt08","country_code":"DE","type":"government","lineage":["https://openalex.org/I1326965316","https://openalex.org/I2801963157"]},{"id":"https://openalex.org/I4210127902","display_name":"Leibniz-Institut f\u00fcr Pflanzengenetik und Kulturpflanzenforschung (IPK)","ror":"https://ror.org/02skbsp27","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210127902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Delphine Van Inghelandt","raw_affiliation_strings":["Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Agricultural Crops, Julius K\u00fchn Institute (JKI), 18190 Sanitz, Germany","Leibniz Institute of Plant Genetics and Crop Plant Research, Seeland, 06466, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2819-843X","affiliations":[{"raw_affiliation_string":"Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Agricultural Crops, Julius K\u00fchn Institute (JKI), 18190 Sanitz, Germany","institution_ids":["https://openalex.org/I1326965316"]},{"raw_affiliation_string":"Leibniz Institute of Plant Genetics and Crop Plant Research, Seeland, 06466, Germany","institution_ids":["https://openalex.org/I4210127902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010520120","display_name":"Vicente Ram\u00edrez","orcid":"https://orcid.org/0000-0001-9786-497X","observed_orcids":["https://orcid.org/0000-0001-9786-497X"]},"institutions":[{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vicente Ram\u00edrez","raw_affiliation_strings":["Institute for Plant Cell Biology and Biotechnology, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9786-497X","affiliations":[{"raw_affiliation_string":"Institute for Plant Cell Biology and Biotechnology, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011171834","display_name":"Markus Pauly","orcid":"https://orcid.org/0000-0002-3116-2198","observed_orcids":["https://orcid.org/0000-0002-3116-2198","https://orcid.org/0000-0002-0976-7190"]},"institutions":[{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Markus Pauly","raw_affiliation_strings":["Institute for Plant Cell Biology and Biotechnology, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3116-2198","affiliations":[{"raw_affiliation_string":"Institute for Plant Cell Biology and Biotechnology, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011171834"],"corresponding_institution_ids":["https://openalex.org/I44260953"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.47290000319480896,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.47290000319480896,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T10171","display_name":"Biofuel production and bioconversion","score":0.31150001287460327,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12003","display_name":"Bioenergy crop production and management","score":0.10119999945163727,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/maize","display_name":"maize","score":0.7039999961853027},{"id":"https://openalex.org/keywords/lignocellulosic-composition","display_name":"lignocellulose composition","score":0.8410000205039978},{"id":"https://openalex.org/keywords/quantitative-trait-loci","display_name":"quantitative trait loci","score":0.777999997138977},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphisms","display_name":"single nucleotide polymorphisms","score":0.9079999923706055},{"id":"https://openalex.org/keywords/natural-genetic-variation","display_name":"natural genetic variation","score":0.800000011920929},{"id":"https://openalex.org/keywords/maize-inbred-lines","display_name":"maize inbred lines","score":0.7160000205039978},{"id":"https://openalex.org/keywords/arabinose-to-xylose-ratio","display_name":"arabinose to xylose ratio","score":0.8960000276565552},{"id":"https://openalex.org/keywords/crystalline-cellulose","display_name":"crystalline cellulose","score":0.9440000057220459},{"id":"https://openalex.org/keywords/lignin","display_name":"lignin","score":0.8309999704360962},{"id":"https://openalex.org/keywords/biomass-digestibility","display_name":"biomass digestibility","score":0.8029999732971191},{"id":"https://openalex.org/keywords/biorenewable-feedstocks","display_name":"biorenewable feedstocks","score":0.6629999876022339}],"concepts":[{"id":"https://openalex.org/C2778234585","wikidata":"https://www.wikidata.org/wiki/Q508355","display_name":"Lignocellulosic biomass","level":3,"score":0.7246000170707703},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.6611999869346619},{"id":"https://openalex.org/C2777461220","wikidata":"https://www.wikidata.org/wiki/Q589029","display_name":"Germplasm","level":2,"score":0.5845999717712402},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.569100022315979},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.5325000286102295},{"id":"https://openalex.org/C68873052","wikidata":"https://www.wikidata.org/wiki/Q349856","display_name":"Genetic variation","level":3,"score":0.4684999883174896},{"id":"https://openalex.org/C81977670","wikidata":"https://www.wikidata.org/wiki/Q585259","display_name":"Genetic diversity","level":3,"score":0.43459999561309814},{"id":"https://openalex.org/C81941488","wikidata":"https://www.wikidata.org/wiki/Q853421","display_name":"Quantitative trait locus","level":3,"score":0.4036000072956085},{"id":"https://openalex.org/C2779251873","wikidata":"https://www.wikidata.org/wiki/Q80294","display_name":"Cellulose","level":2,"score":0.3982999920845032},{"id":"https://openalex.org/C2780294150","wikidata":"https://www.wikidata.org/wiki/Q66589603","display_name":"Xylose","level":3,"score":0.3968000113964081},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.38940000534057617},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.3828999996185303},{"id":"https://openalex.org/C161890455","wikidata":"https://www.wikidata.org/wiki/Q1503548","display_name":"Heritability","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C2781052789","wikidata":"https://www.wikidata.org/wiki/Q184817","display_name":"Lignin","level":2,"score":0.36880001425743103},{"id":"https://openalex.org/C186413461","wikidata":"https://www.wikidata.org/wiki/Q744727","display_name":"Genetic association","level":5,"score":0.359499990940094},{"id":"https://openalex.org/C134443026","wikidata":"https://www.wikidata.org/wiki/Q4809584","display_name":"Association mapping","level":5,"score":0.3483999967575073},{"id":"https://openalex.org/C143517461","wikidata":"https://www.wikidata.org/wiki/Q1138571","display_name":"Renewable resource","level":3,"score":0.32739999890327454},{"id":"https://openalex.org/C94412978","wikidata":"https://www.wikidata.org/wiki/Q103135","display_name":"Hydrolysis","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.27559998631477356},{"id":"https://openalex.org/C206139338","wikidata":"https://www.wikidata.org/wiki/Q192355","display_name":"Raw material","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.25859999656677246},{"id":"https://openalex.org/C26589402","wikidata":"https://www.wikidata.org/wiki/Q7068267","display_name":"Nucleotide diversity","level":5,"score":0.2558000087738037},{"id":"https://openalex.org/C172777353","wikidata":"https://www.wikidata.org/wiki/Q1374271","display_name":"Genetic variability","level":4,"score":0.25369998812675476},{"id":"https://openalex.org/C9287583","wikidata":"https://www.wikidata.org/wiki/Q5532883","display_name":"Genetic architecture","level":4,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64898/2026.10.11.758201","doi":"https://doi.org/10.64898/2026.10.11.758201","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.10.11.758201","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/13/2026.10.11.758201.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.64898/2026.10.11.758201","doi":"https://doi.org/10.64898/2026.10.11.758201","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.10.11.758201","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/13/2026.10.11.758201.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8409000039100647,"id":"https://metadata.un.org/sdg/2"},{"display_name":"Responsible consumption and production","score":0.5171999931335449,"id":"https://metadata.un.org/sdg/12"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000751836","display_name":"Pflanzenz\u00fcchtungsforschung-P3-Verbundvorhaben: Identifizierung und Charakterisierung neuer Maismutanten mit verbesserten Biomasse Eigenschaften als erneuerbare Ressource f\u00fcr Grundstoffe der chemischen Industrie (Cornwall 3)-Teilvorhaben A","funder_award_id":"031B1303A","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7221597659.pdf","grobid_xml":"https://content.openalex.org/works/W7221597659.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W1940343626","https://openalex.org/W1994199094","https://openalex.org/W2005146231","https://openalex.org/W2005291574","https://openalex.org/W2011686520","https://openalex.org/W2029492309","https://openalex.org/W2035324941","https://openalex.org/W2054796509","https://openalex.org/W2056948127","https://openalex.org/W2071047818","https://openalex.org/W2095372105","https://openalex.org/W2101670201","https://openalex.org/W2110035718","https://openalex.org/W2125716499","https://openalex.org/W2139905211","https://openalex.org/W2160360844","https://openalex.org/W2165194260","https://openalex.org/W2168128200","https://openalex.org/W2170109184","https://openalex.org/W2218641619","https://openalex.org/W2414852797","https://openalex.org/W2492223008","https://openalex.org/W2561267978","https://openalex.org/W2581223712","https://openalex.org/W2611857734","https://openalex.org/W2619854160","https://openalex.org/W2767305608","https://openalex.org/W2774512800","https://openalex.org/W2897372755","https://openalex.org/W2936982850","https://openalex.org/W2938744889","https://openalex.org/W2954371442","https://openalex.org/W2990473256","https://openalex.org/W2995454809","https://openalex.org/W2997118127","https://openalex.org/W3000527384","https://openalex.org/W3004925076","https://openalex.org/W3092250619","https://openalex.org/W3109515682","https://openalex.org/W3111889194","https://openalex.org/W3112188876","https://openalex.org/W3126547043","https://openalex.org/W3128036511","https://openalex.org/W3145786350","https://openalex.org/W3158769481","https://openalex.org/W3189525949","https://openalex.org/W3202059195","https://openalex.org/W3214933536","https://openalex.org/W4200501276","https://openalex.org/W4210301269","https://openalex.org/W4211103668","https://openalex.org/W4221069969","https://openalex.org/W4224716457","https://openalex.org/W4253164051","https://openalex.org/W4280504305","https://openalex.org/W4313546363","https://openalex.org/W4319003881","https://openalex.org/W4323363414","https://openalex.org/W4323538536","https://openalex.org/W4366140292","https://openalex.org/W4391533172","https://openalex.org/W4392517151","https://openalex.org/W4400658011","https://openalex.org/W4401038230","https://openalex.org/W4406309752","https://openalex.org/W4408956854","https://openalex.org/W4411529931","https://openalex.org/W4411831169","https://openalex.org/W4413438664","https://openalex.org/W4413761456","https://openalex.org/W4416415442","https://openalex.org/W7142241940","https://openalex.org/W7205012750"],"related_works":["https://openalex.org/W2000659606","https://openalex.org/W3128036511","https://openalex.org/W3167205561","https://openalex.org/W3092250619","https://openalex.org/W6889096279","https://openalex.org/W2979550295","https://openalex.org/W7205012750","https://openalex.org/W3145786350","https://openalex.org/W4413438664","https://openalex.org/W4401038230"],"abstract_inverted_index":{"Abstract":[0],"Lignocellulosic":[1],"biomass":[2,32,85,185,195],"is":[3,17],"an":[4],"abundant,":[5],"renewable":[6],"resource":[7,45],"for":[8,171],"the":[9,21,48,101,166,175],"production":[10],"of":[11,24,51,59,72,162,169,183],"biorenewable":[12],"products.":[13],"Its":[14],"efficient":[15],"utilization":[16],"largely":[18],"hindered":[19],"by":[20],"inherent":[22],"recalcitrance":[23],"lignocellulose":[25,36,209],"to":[26,46,128],"degradation.":[27],"Natural":[28],"genetic":[29,49,177,181,201],"variation":[30,83,192,204],"in":[31,65,84,193,205],"saccharification":[33,63,111,136,206],"efficiency":[34,64,88,112,137,207],"and":[35,62,79,106,119,138,165,179,197,208],"components":[37,61],"across":[38,68,155],"diverse":[39,70],"maize":[40,76,158,184,194],"germplasm":[41],"provides":[42],"a":[43,69],"powerful":[44],"dissect":[47],"basis":[50,182],"lignocellulosic":[52,60,139],"recalcitrance.":[53],"Here,":[54],"we":[55],"performed":[56],"high-throughput":[57],"profiling":[58],"mature":[66],"stalks":[67],"panel":[71],"239":[73],"field":[74],"grown":[75],"inbred":[77],"lines,":[78],"identified":[80],"extensive":[81,167],"natural":[82,191],"properties.":[86,186],"Saccharification":[87],"was":[89,113],"strongly":[90,114],"positively":[91,98],"associated":[92,99,116,134],"with":[93,100,117,135],"matrix":[94],"glucose":[95],"content,":[96,109],"moderately":[97],"arabinose-to-xylose":[102],"(Ara:Xyl)":[103],"molar":[104],"ratio":[105],"crystalline":[107],"cellulose":[108],"whereas":[110],"negatively":[115],"xylose":[118],"lignin":[120],"content.":[121],"Genome-wide":[122],"association":[123],"studies":[124],"(GWAS)":[125],"were":[126,147],"conducted":[127],"identify":[129],"single":[130,143],"nucleotide":[131,144],"polymorphisms":[132,145],"(SNPs)":[133,146],"components.":[140,210],"Numerous":[141],"significant":[142],"identified,":[148],"defining":[149],"79":[150],"quantitative":[151],"trait":[152],"loci":[153,202],"(QTLs)":[154],"all":[156],"10":[157],"chromosomes.":[159],"The":[160],"presence":[161],"pleiotropic":[163],"SNPs":[164],"co-localization":[168],"QTLs":[170],"multiple":[172,199],"traits":[173],"highlight":[174],"complex":[176],"architecture":[178],"shared":[180],"Our":[187],"study":[188],"reveals":[189],"substantial":[190],"digestibility":[196],"identifies":[198],"novel":[200],"underlying":[203]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-14T00:00:00"}