{"id":"https://openalex.org/W7225164342","doi":"https://doi.org/10.21203/rs.3.rs-11459018/v1","title":"Toward marker-assisted breeding for bioaccessible provitamin A in sorghum: genetic and environmental basis of carotenoid bioaccessibility","display_name":"Toward marker-assisted breeding for bioaccessible provitamin A in sorghum: genetic and environmental basis of carotenoid bioaccessibility","publication_year":2026,"publication_date":"2026-11-03","ids":{"openalex":"https://openalex.org/W7225164342","doi":"https://doi.org/10.21203/rs.3.rs-11459018/v1"},"language":"en","primary_location":{"id":"doi:10.21203/rs.3.rs-11459018/v1","doi":"https://doi.org/10.21203/rs.3.rs-11459018/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11459018/v1","pdf_url":"https://www.researchsquare.com/article/rs-11459018/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.researchsquare.com/article/rs-11459018/latest.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160441461","display_name":"Rae McDowell","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rae McDowell","raw_affiliation_strings":["Colorado State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087744674","display_name":"\u00c1lvaro Cruz\u2010Carri\u00f3n","orcid":"https://orcid.org/0000-0002-4460-2340","observed_orcids":["https://orcid.org/0000-0002-4460-2340"]},"institutions":[{"id":"https://openalex.org/I4210146069","display_name":"Arkansas Children's Nutrition Center","ror":"https://ror.org/03vvhya80","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210122704","https://openalex.org/I4210146069"]},{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Cruz-Carri\u00f3n","raw_affiliation_strings":["University of Arkansas for Medical Sciences, Arkansas Children\u2019s Nutrition Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Arkansas for Medical Sciences, Arkansas Children\u2019s Nutrition Center","institution_ids":["https://openalex.org/I4210146069","https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017082168","display_name":"Chelsey Fiecke","orcid":"https://orcid.org/0000-0002-8573-477X","observed_orcids":["https://orcid.org/0000-0002-8573-477X"]},"institutions":[{"id":"https://openalex.org/I4210146069","display_name":"Arkansas Children's Nutrition Center","ror":"https://ror.org/03vvhya80","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210122704","https://openalex.org/I4210146069"]},{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chelsey Fiecke","raw_affiliation_strings":["University of Arkansas for Medical Sciences, Arkansas Children\u2019s Nutrition Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Arkansas for Medical Sciences, Arkansas Children\u2019s Nutrition Center","institution_ids":["https://openalex.org/I4210146069","https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046974829","display_name":"Michael P. Dzakovich","orcid":"https://orcid.org/0000-0002-1375-427X","observed_orcids":["https://orcid.org/0000-0002-1375-427X"]},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael P. Dzakovich","raw_affiliation_strings":["Baylor College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baylor College of Medicine","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003472784","display_name":"Richard Elmer Boyles","orcid":"https://orcid.org/0000-0003-1366-7659","observed_orcids":["https://orcid.org/0000-0003-1366-7659"]},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard E. Boyles","raw_affiliation_strings":["Clemson University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clemson University","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085230416","display_name":"Hugo E. Cuevas","orcid":"https://orcid.org/0000-0001-7272-6933","observed_orcids":["https://orcid.org/0000-0001-7272-6933"]},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]},{"id":"https://openalex.org/I1336096307","display_name":"United States Department of Agriculture","ror":"https://ror.org/01na82s61","country_code":"US","type":"government","lineage":["https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hugo Cuevas","raw_affiliation_strings":["USDA-ARS, Tropical Agriculture Research Station"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS, Tropical Agriculture Research Station","institution_ids":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056501866","display_name":"Terry J. Felderhoff","orcid":"https://orcid.org/0000-0002-6610-2398","observed_orcids":["https://orcid.org/0000-0002-6610-2398"]},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Terry Felderhoff","raw_affiliation_strings":["Kansas State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kansas State University","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065006521","display_name":"Chad M. Hayes","orcid":"https://orcid.org/0000-0002-6535-4163","observed_orcids":["https://orcid.org/0000-0002-6535-4163"]},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chad Hayes","raw_affiliation_strings":["USDA-ARS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS","institution_ids":["https://openalex.org/I1312222531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039390201","display_name":"Elizabeth Cooper","orcid":"https://orcid.org/0000-0002-2688-7418","observed_orcids":["https://orcid.org/0000-0002-2688-7418"]},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth A. Cooper","raw_affiliation_strings":["UNC Charlotte"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNC Charlotte","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063250125","display_name":"John McKay","orcid":"https://orcid.org/0000-0003-4311-5513","observed_orcids":["https://orcid.org/0000-0003-4311-5513"]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John K. McKay","raw_affiliation_strings":["Colorado State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054148326","display_name":"Jacqueline M. Chaparro","orcid":"https://orcid.org/0000-0003-1021-8719","observed_orcids":["https://orcid.org/0000-0003-1021-8719"]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacqueline M Chaparro","raw_affiliation_strings":["Colorado State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080250443","display_name":"Jessica E. Prenni","orcid":"https://orcid.org/0000-0002-0337-8450","observed_orcids":["https://orcid.org/0000-0002-0337-8450"]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica E. Prenni","raw_affiliation_strings":["Colorado State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007798383","display_name":"Geoffrey P. Morris","orcid":"https://orcid.org/0000-0002-3067-3359","observed_orcids":["https://orcid.org/0000-0002-3067-3359"]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Geoffrey P. Morris","raw_affiliation_strings":["Colorado State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160461944","display_name":"Mario Ferruzzi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210146069","display_name":"Arkansas Children's Nutrition Center","ror":"https://ror.org/03vvhya80","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210122704","https://openalex.org/I4210146069"]},{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mario Ferruzzi","raw_affiliation_strings":["University of Arkansas for Medical Sciences, Arkansas Children\u2019s Nutrition Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Arkansas for Medical Sciences, Arkansas Children\u2019s Nutrition Center","institution_ids":["https://openalex.org/I4210146069","https://openalex.org/I79620101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023163589","display_name":"Davina Rhodes","orcid":"https://orcid.org/0000-0003-2140-1519","observed_orcids":["https://orcid.org/0000-0003-2140-1519"]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Davina H. Rhodes","raw_affiliation_strings":["Colorado State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":0.4779999852180481,"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":0.4779999852180481,"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/T11418","display_name":"Plant Micronutrient Interactions and Effects","score":0.3197999894618988,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}},{"id":"https://openalex.org/T11229","display_name":"Genetics and Plant Breeding","score":0.03060000017285347,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/sorghum","display_name":"sorghum","score":0.9879999756813049},{"id":"https://openalex.org/keywords/provitamin-a-carotenoids","display_name":"provitamin A carotenoids","score":0.890999972820282},{"id":"https://openalex.org/keywords/carotenoid-bioaccessibility","display_name":"carotenoid bioaccessibility","score":0.9700000286102295},{"id":"https://openalex.org/keywords/vitamin-a-deficiency","display_name":"vitamin A deficiency","score":0.7860000133514404},{"id":"https://openalex.org/keywords/biofortification","display_name":"biofortification","score":0.9760000109672546},{"id":"https://openalex.org/keywords/marker-assisted-selection","display_name":"marker-assisted selection","score":0.9139999747276306},{"id":"https://openalex.org/keywords/quantitative-trait-loci","display_name":"quantitative trait loci","score":0.8579999804496765},{"id":"https://openalex.org/keywords/heritability","display_name":"heritability","score":0.8209999799728394},{"id":"https://openalex.org/keywords/phytic-acid","display_name":"phytic acid","score":0.8389999866485596},{"id":"https://openalex.org/keywords/phenolic-compounds","display_name":"phenolic compounds","score":0.8700000047683716},{"id":"https://openalex.org/keywords/mineral-content","display_name":"mineral content","score":0.6880000233650208},{"id":"https://openalex.org/keywords/multi-environment-trials","display_name":"multi-environment trials","score":0.746999979019165},{"id":"https://openalex.org/keywords/in-vitro-digestion","display_name":"in vitro digestion","score":0.5809999704360962},{"id":"https://openalex.org/keywords/genetic-variation","display_name":"genetic variation","score":0.4490000009536743}],"concepts":[{"id":"https://openalex.org/C28781525","wikidata":"https://www.wikidata.org/wiki/Q191907","display_name":"Carotenoid","level":2,"score":0.9079999923706055},{"id":"https://openalex.org/C161890455","wikidata":"https://www.wikidata.org/wiki/Q1503548","display_name":"Heritability","level":2,"score":0.7843000292778015},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.7146000266075134},{"id":"https://openalex.org/C2777461220","wikidata":"https://www.wikidata.org/wiki/Q589029","display_name":"Germplasm","level":2,"score":0.6729999780654907},{"id":"https://openalex.org/C2776576667","wikidata":"https://www.wikidata.org/wiki/Q864310","display_name":"Biofortification","level":3,"score":0.6065999865531921},{"id":"https://openalex.org/C2778157034","wikidata":"https://www.wikidata.org/wiki/Q12111","display_name":"Sorghum","level":2,"score":0.5636000037193298},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.4943999946117401},{"id":"https://openalex.org/C81941488","wikidata":"https://www.wikidata.org/wiki/Q853421","display_name":"Quantitative trait locus","level":3,"score":0.4745999872684479},{"id":"https://openalex.org/C68873052","wikidata":"https://www.wikidata.org/wiki/Q349856","display_name":"Genetic variation","level":3,"score":0.44200000166893005},{"id":"https://openalex.org/C181389837","wikidata":"https://www.wikidata.org/wiki/Q461809","display_name":"Bioavailability","level":2,"score":0.4000999927520752},{"id":"https://openalex.org/C81977670","wikidata":"https://www.wikidata.org/wiki/Q585259","display_name":"Genetic diversity","level":3,"score":0.38440001010894775},{"id":"https://openalex.org/C2776940978","wikidata":"https://www.wikidata.org/wiki/Q34956","display_name":"Vitamin","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C14522933","wikidata":"https://www.wikidata.org/wiki/Q531507","display_name":"Micronutrient","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.3059000074863434},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.29420000314712524},{"id":"https://openalex.org/C2781357212","wikidata":"https://www.wikidata.org/wiki/Q5275608","display_name":"Digestion (alchemy)","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C172777353","wikidata":"https://www.wikidata.org/wiki/Q1374271","display_name":"Genetic variability","level":4,"score":0.2858999967575073},{"id":"https://openalex.org/C2780848231","wikidata":"https://www.wikidata.org/wiki/Q3123184","display_name":"Sweet sorghum","level":3,"score":0.28360000252723694},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.2793000042438507},{"id":"https://openalex.org/C155015343","wikidata":"https://www.wikidata.org/wiki/Q788558","display_name":"Plant breeding","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C180838311","wikidata":"https://www.wikidata.org/wiki/Q3720208","display_name":"Maternal effect","level":4,"score":0.2687000036239624},{"id":"https://openalex.org/C2778129702","wikidata":"https://www.wikidata.org/wiki/Q2655893","display_name":"Vitamin A deficiency","level":4,"score":0.2687000036239624},{"id":"https://openalex.org/C2779573558","wikidata":"https://www.wikidata.org/wiki/Q424976","display_name":"Retinol","level":3,"score":0.2599000036716461},{"id":"https://openalex.org/C2781052702","wikidata":"https://www.wikidata.org/wiki/Q421074","display_name":"Amaranth","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C2986274086","wikidata":"https://www.wikidata.org/wiki/Q199678","display_name":"Ascorbic acid","level":2,"score":0.25189998745918274},{"id":"https://openalex.org/C130947863","wikidata":"https://www.wikidata.org/wiki/Q5533121","display_name":"Gene\u2013environment interaction","level":4,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21203/rs.3.rs-11459018/v1","doi":"https://doi.org/10.21203/rs.3.rs-11459018/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11459018/v1","pdf_url":"https://www.researchsquare.com/article/rs-11459018/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.21203/rs.3.rs-11459018/v1","doi":"https://doi.org/10.21203/rs.3.rs-11459018/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11459018/v1","pdf_url":"https://www.researchsquare.com/article/rs-11459018/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":1.0,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"},{"id":"https://openalex.org/F4320306137","display_name":"Bill and Melinda Gates Foundation","ror":"https://ror.org/0456r8d26"},{"id":"https://openalex.org/F4320332299","display_name":"National Institute of Food and Agriculture","ror":"https://ror.org/05qx3fv49"},{"id":"https://openalex.org/F4320332605","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225164342.pdf","grobid_xml":"https://content.openalex.org/works/W7225164342.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W159930406","https://openalex.org/W1526424766","https://openalex.org/W1951724000","https://openalex.org/W1973534876","https://openalex.org/W1985321812","https://openalex.org/W1998008546","https://openalex.org/W2006131427","https://openalex.org/W2017284466","https://openalex.org/W2034608799","https://openalex.org/W2058027214","https://openalex.org/W2105789906","https://openalex.org/W2110035718","https://openalex.org/W2114872930","https://openalex.org/W2116053845","https://openalex.org/W2117055393","https://openalex.org/W2140625405","https://openalex.org/W2141292707","https://openalex.org/W2141478391","https://openalex.org/W2144575185","https://openalex.org/W2145131718","https://openalex.org/W2146754441","https://openalex.org/W2148018367","https://openalex.org/W2149239990","https://openalex.org/W2161620511","https://openalex.org/W2166399307","https://openalex.org/W2167905398","https://openalex.org/W2184995183","https://openalex.org/W2233353774","https://openalex.org/W2504816083","https://openalex.org/W2517530078","https://openalex.org/W2587276700","https://openalex.org/W2791140682","https://openalex.org/W2793437376","https://openalex.org/W2915117477","https://openalex.org/W2978019345","https://openalex.org/W2998705886","https://openalex.org/W3013032648","https://openalex.org/W3018149980","https://openalex.org/W3028877208","https://openalex.org/W3029612785","https://openalex.org/W3138612569","https://openalex.org/W3195432176","https://openalex.org/W3196006214","https://openalex.org/W3196289655","https://openalex.org/W3199948537","https://openalex.org/W4205167059","https://openalex.org/W4213055718","https://openalex.org/W4220973058","https://openalex.org/W4224864050","https://openalex.org/W4283323763","https://openalex.org/W4291170821","https://openalex.org/W4313388940","https://openalex.org/W4361205398","https://openalex.org/W4384346848","https://openalex.org/W4386984219","https://openalex.org/W4387470758","https://openalex.org/W4392403886","https://openalex.org/W4394605461","https://openalex.org/W4395468812","https://openalex.org/W4396699070","https://openalex.org/W4400909824","https://openalex.org/W4402700278","https://openalex.org/W4409837859","https://openalex.org/W4412391112","https://openalex.org/W7131072719","https://openalex.org/W7213465992","https://openalex.org/W7214197884"],"related_works":["https://openalex.org/W7081945479","https://openalex.org/W7027936609","https://openalex.org/W4412391112","https://openalex.org/W2055064016","https://openalex.org/W3013032648","https://openalex.org/W4361205398","https://openalex.org/W7081937498","https://openalex.org/W2007623899","https://openalex.org/W4367856541","https://openalex.org/W4282824456"],"abstract_inverted_index":{"Abstract":[0],"Vitamin":[1],"A":[2,22,176,186],"deficiency":[3,187],"is":[4,32],"a":[5,16,68,180],"critical":[6],"global":[7],"health":[8],"issue,":[9],"particularly":[10],"in":[11,29,54,150,177,188],"regions":[12],"reliant":[13],"on":[14,44,63,77],"sorghum,":[15,178],"staple":[17],"cereal":[18],"with":[19,89,122,135],"low":[20],"provitamin":[21,175],"carotenoid":[23,45,78,87,123,154],"(PVAC)":[24],"content.":[25],"Enhancing":[26],"bioaccessible":[27,86,174],"PVAC":[28],"sorghum":[30,65],"grain":[31],"essential":[33],"for":[34,85],"effective":[35],"biofortification,":[36],"yet":[37],"the":[38,98,106,148],"genetic":[39,73,83],"basis":[40],"and":[41,60,67,74,95,108,114,126,129,159],"environmental":[42,75],"influences":[43,76],"bioaccessibility":[46],"are":[47],"not":[48],"well":[49],"characterized.":[50],"We":[51,80],"used":[52],"an":[53],"vitro":[55],"digestion":[56],"assay,":[57],"genomic":[58],"mapping,":[59],"multi-environment":[61],"trials":[62],"diverse":[64,157],"germplasm":[66,158],"biparental":[69],"family":[70],"to":[71,102,140,145,152,172,183],"quantify":[72],"bioaccessibility.":[79,137],"discovered":[81],"substantial":[82],"variation":[84,149],"traits,":[88],"heritability":[90,111],"that":[91,165],"varied":[92],"by":[93],"trait":[94,118],"year;":[96],"notably,":[97],"ratio":[99],"of":[100,147],"\ud835\udefc-branch":[101],"\u03b2-branch":[103,153,170],"carotenoids":[104,171],"showed":[105,132],"highest":[107],"most":[109],"stable":[110],"across":[112,156],"environments":[113],"generations.":[115],"Bioaccessibility":[116],"quantitative":[117],"loci":[119],"(QTL)":[120],"colocalized":[121],"content":[124,131],"QTL,":[125],"phytates,":[127],"phenolics,":[128],"mineral":[130],"environment-dependent":[133],"associations":[134],"reduced":[136],"Markers":[138],"linked":[139],"these":[141],"QTL":[142],"explained":[143],"up":[144],"67%":[146],"\ud835\udefc-":[151],"ratios":[155],"environments,":[160],"supporting":[161],"marker-assisted":[162],"selection":[163],"strategies":[164],"target":[166],"metabolic":[167],"flux":[168],"toward":[169],"improve":[173],"offering":[179],"promising":[181],"approach":[182],"reduce":[184],"vitamin":[185],"vulnerable":[189],"populations.":[190]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2026-11-04T00:00:00"}
