{"id":"https://openalex.org/W184399405","doi":null,"title":"Diversity, Genetics, and Health Benefits of Sorghum Grain","display_name":"Diversity, Genetics, and Health Benefits of Sorghum Grain","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W184399405","mag":"184399405"},"language":"en","primary_location":{"id":"pmh:oai:scholarcommons.sc.edu:etd-4021","doi":null,"is_oa":false,"landing_page_url":"https://scholarcommons.sc.edu/etd/3005","pdf_url":null,"source":{"id":"https://openalex.org/S4377196354","display_name":"Scholar Commons (University of South Carolina)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155781252","host_organization_name":"University of South Carolina","host_organization_lineage":["https://openalex.org/I155781252"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses and Dissertations","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","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":[],"countries":[],"is_corresponding":true,"raw_author_name":"Davina Rhodes","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2140-1519","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5023163589"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"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/T14505","display_name":"Natural Products and Applications","score":0.763700008392334,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14505","display_name":"Natural Products and Applications","score":0.763700008392334,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"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/T12403","display_name":"Seed and Plant Biochemistry","score":0.04699999839067459,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T12115","display_name":"Genetic and Environmental Crop Studies","score":0.03790000081062317,"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":0.9990000128746033},{"id":"https://openalex.org/keywords/flavonoids","display_name":"flavonoids","score":0.8169999718666077},{"id":"https://openalex.org/keywords/3-deoxyanthocyanidins","display_name":"3-deoxyanthocyanidins","score":0.9409999847412109},{"id":"https://openalex.org/keywords/proanthocyanidins","display_name":"proanthocyanidins","score":1.0},{"id":"https://openalex.org/keywords/anti-inflammatory-activity","display_name":"anti-inflammatory activity","score":0.7599999904632568},{"id":"https://openalex.org/keywords/grain-nutrient-composition","display_name":"grain nutrient composition","score":0.7770000100135803},{"id":"https://openalex.org/keywords/grain-protein","display_name":"grain protein","score":0.777999997138977},{"id":"https://openalex.org/keywords/starch-content","display_name":"starch content","score":0.8090000152587891},{"id":"https://openalex.org/keywords/quantitative-trait-loci","display_name":"quantitative trait loci","score":0.8889999985694885},{"id":"https://openalex.org/keywords/candidate-genes","display_name":"candidate genes","score":0.734000027179718},{"id":"https://openalex.org/keywords/allelic-variation","display_name":"allelic variation","score":0.8040000200271606},{"id":"https://openalex.org/keywords/germplasm-diversity","display_name":"germplasm diversity","score":0.843999981880188},{"id":"https://openalex.org/keywords/biofortification","display_name":"biofortification","score":0.8650000095367432},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"genome-wide association study","score":0.6050000190734863},{"id":"https://openalex.org/keywords/near-infrared-spectroscopy","display_name":"near-infrared spectroscopy","score":0.8009999990463257},{"id":"https://openalex.org/keywords/genotyping-by-sequencing","display_name":"genotyping-by-sequencing","score":0.828000009059906},{"id":"https://openalex.org/keywords/inflammation","display_name":"inflammation","score":0.32899999618530273}],"concepts":[{"id":"https://openalex.org/C2778157034","wikidata":"https://www.wikidata.org/wiki/Q12111","display_name":"Sorghum","level":2,"score":0.5919710993766785},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5787250995635986},{"id":"https://openalex.org/C81977670","wikidata":"https://www.wikidata.org/wiki/Q585259","display_name":"Genetic diversity","level":3,"score":0.44908422231674194},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.42664188146591187},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.33260780572891235},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.32235223054885864},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2273177206516266},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.19812721014022827},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14553290605545044},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.14117473363876343},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:scholarcommons.sc.edu:etd-4021","doi":null,"is_oa":false,"landing_page_url":"https://scholarcommons.sc.edu/etd/3005","pdf_url":null,"source":{"id":"https://openalex.org/S4377196354","display_name":"Scholar Commons (University of South Carolina)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155781252","host_organization_name":"University of South Carolina","host_organization_lineage":["https://openalex.org/I155781252"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses and Dissertations","raw_type":"text"},{"id":"mag:184399405","doi":null,"is_oa":false,"landing_page_url":"https://scholarcommons.sc.edu/cgi/viewcontent.cgi?article=4021&context=etd","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":175,"referenced_works":["https://openalex.org/W30811656","https://openalex.org/W327422461","https://openalex.org/W338847494","https://openalex.org/W1492800937","https://openalex.org/W1498842974","https://openalex.org/W1523026594","https://openalex.org/W1550524705","https://openalex.org/W1567397160","https://openalex.org/W1576535456","https://openalex.org/W1927697688","https://openalex.org/W1934238765","https://openalex.org/W1946220486","https://openalex.org/W1947749108","https://openalex.org/W1954969381","https://openalex.org/W1963611096","https://openalex.org/W1964337591","https://openalex.org/W1964985093","https://openalex.org/W1965779305","https://openalex.org/W1970332903","https://openalex.org/W1971005475","https://openalex.org/W1971491538","https://openalex.org/W1973413549","https://openalex.org/W1974134676","https://openalex.org/W1974494621","https://openalex.org/W1975398550","https://openalex.org/W1975526121","https://openalex.org/W1975939955","https://openalex.org/W1977079386","https://openalex.org/W1979788634","https://openalex.org/W1983370441","https://openalex.org/W1984044477","https://openalex.org/W1985321812","https://openalex.org/W1988663224","https://openalex.org/W1988861601","https://openalex.org/W1989670827","https://openalex.org/W1989861781","https://openalex.org/W1990772339","https://openalex.org/W1991360796","https://openalex.org/W1994676548","https://openalex.org/W1998221192","https://openalex.org/W1999400338","https://openalex.org/W1999427108","https://openalex.org/W2000234104","https://openalex.org/W2000929513","https://openalex.org/W2001499475","https://openalex.org/W2006066143","https://openalex.org/W2006066595","https://openalex.org/W2006088757","https://openalex.org/W2007997039","https://openalex.org/W2009131515","https://openalex.org/W2009293887","https://openalex.org/W2009352046","https://openalex.org/W2009487115","https://openalex.org/W2010906156","https://openalex.org/W2011336591","https://openalex.org/W2011457126","https://openalex.org/W2013805275","https://openalex.org/W2014663082","https://openalex.org/W2017470972","https://openalex.org/W2017586115","https://openalex.org/W2018098684","https://openalex.org/W2019062831","https://openalex.org/W2021277823","https://openalex.org/W2022685385","https://openalex.org/W2023352235","https://openalex.org/W2026518972","https://openalex.org/W2027791925","https://openalex.org/W2029499449","https://openalex.org/W2030471878","https://openalex.org/W2030781596","https://openalex.org/W2033642418","https://openalex.org/W2033948585","https://openalex.org/W2038706200","https://openalex.org/W2041716856","https://openalex.org/W2054191269","https://openalex.org/W2056391058","https://openalex.org/W2058830308","https://openalex.org/W2059461213","https://openalex.org/W2061556726","https://openalex.org/W2064711537","https://openalex.org/W2066193273","https://openalex.org/W2066669827","https://openalex.org/W2069325628","https://openalex.org/W2069441584","https://openalex.org/W2070428634","https://openalex.org/W2074453009","https://openalex.org/W2075663425","https://openalex.org/W2076324545","https://openalex.org/W2078752301","https://openalex.org/W2080998956","https://openalex.org/W2081779137","https://openalex.org/W2082514927","https://openalex.org/W2083968478","https://openalex.org/W2086963660","https://openalex.org/W2087036932","https://openalex.org/W2089313603","https://openalex.org/W2090447057","https://openalex.org/W2090736286","https://openalex.org/W2092119381","https://openalex.org/W2094221220","https://openalex.org/W2095142150","https://openalex.org/W2095727265","https://openalex.org/W2096004052","https://openalex.org/W2096895152","https://openalex.org/W2100082928","https://openalex.org/W2102608218","https://openalex.org/W2102715783","https://openalex.org/W2103494441","https://openalex.org/W2103793524","https://openalex.org/W2105789906","https://openalex.org/W2106187331","https://openalex.org/W2106535589","https://openalex.org/W2107701861","https://openalex.org/W2108104709","https://openalex.org/W2109027267","https://openalex.org/W2109483752","https://openalex.org/W2110065044","https://openalex.org/W2114872930","https://openalex.org/W2116207286","https://openalex.org/W2116352973","https://openalex.org/W2117126067","https://openalex.org/W2117790528","https://openalex.org/W2118325643","https://openalex.org/W2118902192","https://openalex.org/W2120465937","https://openalex.org/W2125066647","https://openalex.org/W2127151407","https://openalex.org/W2127247779","https://openalex.org/W2129409978","https://openalex.org/W2129768013","https://openalex.org/W2131354461","https://openalex.org/W2133301154","https://openalex.org/W2133994619","https://openalex.org/W2134036574","https://openalex.org/W2134249426","https://openalex.org/W2135346500","https://openalex.org/W2136249054","https://openalex.org/W2136828947","https://openalex.org/W2139247516","https://openalex.org/W2141916112","https://openalex.org/W2142045042","https://openalex.org/W2144217255","https://openalex.org/W2145562618","https://openalex.org/W2146374090","https://openalex.org/W2149023391","https://openalex.org/W2149117731","https://openalex.org/W2149840471","https://openalex.org/W2150115180","https://openalex.org/W2150138040","https://openalex.org/W2152264377","https://openalex.org/W2154579005","https://openalex.org/W2157406373","https://openalex.org/W2159128253","https://openalex.org/W2159261769","https://openalex.org/W2159474015","https://openalex.org/W2161620511","https://openalex.org/W2161914193","https://openalex.org/W2164714222","https://openalex.org/W2166967975","https://openalex.org/W2167433110","https://openalex.org/W2167496295","https://openalex.org/W2168162793","https://openalex.org/W2168312236","https://openalex.org/W2170641683","https://openalex.org/W2170832827","https://openalex.org/W2170994530","https://openalex.org/W2172072250","https://openalex.org/W2327137052","https://openalex.org/W2331176038","https://openalex.org/W2443506834","https://openalex.org/W2479666234","https://openalex.org/W2488783542","https://openalex.org/W2563820681","https://openalex.org/W2582743722","https://openalex.org/W3082527961"],"related_works":["https://openalex.org/W1998008546","https://openalex.org/W2797020339","https://openalex.org/W120281858","https://openalex.org/W2568465743","https://openalex.org/W3149888074","https://openalex.org/W4399809434","https://openalex.org/W4220840718","https://openalex.org/W9645327","https://openalex.org/W1792524271","https://openalex.org/W4324140898"],"abstract_inverted_index":{"Staple":[0],"cereal":[1,77],"crops":[2],"provide":[3],"the":[4,9,64,103,128,154,194,306,314],"majority":[5],"of":[6,49,52,63,157,161,189,196,199,217,229,235,269,275,289,320,333,342,354,363],"nutrients":[7,322],"to":[8,41,55,116,121,143,183,192,211,225,240,326],"world's":[10],"population,":[11],"and":[12,19,22,33,54,74,91,93,124,139,191,244,257,259,265,293,301,317,348,357],"thus,":[13],"can":[14,28,180,207,223],"significantly":[15],"impact":[16],"human":[17,327],"nutrition":[18],"health.":[20,328],"Phenotypic":[21],"genetic":[23,125],"diversity":[24,126,336],"within":[25],"a":[26,50,72,108,158,278,331,338,360],"crop":[27,34,78,171],"be":[29,181,209],"useful":[30],"for":[31,59,82,111,351],"biofortification":[32],"improvement,":[35],"but":[36,164],"quantitative":[37,60,345],"phenotyping":[38,290],"is":[39,71,94,107],"needed":[40],"identify":[42,56,184,212,245,260],"varieties":[43,132,185,213],"with":[44,186,214,272],"high":[45,187,215],"or":[46,220],"low":[47],"concentrations":[48,188,216],"nutrient":[51,112,335],"interest,":[53],"alleles":[57],"responsible":[58],"trait":[61,346],"variation":[62,198],"nutrient.":[65],"Sorghum":[66,106],"[Sorghum":[67],"bicolor":[68],"(L.)":[69],"Moench]":[70],"diverse":[73,177],"widely":[75],"adapted":[76],"that":[79,323,359],"provides":[80,310,330],"food":[81],"more":[83,253],"than":[84,366],"500":[85],"million":[86],"people":[87],"in":[88,98,102,127,135,170,302,337],"sub-Saharan":[89],"Africa":[90],"Asia,":[92],"becoming":[95],"increasingly":[96],"popular":[97],"specialty":[99],"grain":[100,251,334],"products":[101],"United":[104],"States.":[105],"valuable":[109],"resource":[110,206,281],"diversity,":[113,315],"as":[114],"adaptation":[115],"different":[117],"environments":[118],"has":[119],"led":[120],"extensive":[122],"phenotypic":[123],"crop.":[129],"Many":[130],"sorghum":[131,162,167,178,200,230,242,270,321,364],"are":[133,324],"rich":[134],"flavonoids,":[136],"primarily":[137],"3-deoxyanthocyanidins":[138],"proanthocyanidins,":[140],"which":[141,222],"appear":[142],"protect":[144],"against":[145],"chronic":[146],"inflammatory":[147],"diseases.":[148],"Most":[149],"studies":[150],"have":[151,369],"only":[152],"explored":[153],"health":[155],"benefits":[156],"small":[159],"number":[160],"accessions,":[163],"over":[165],"45,000":[166],"accessions":[168,365],"exist":[169],"gene":[172],"banks.":[173],"A":[174],"large":[175,279,339],"genetically":[176],"panel":[179,341],"used":[182,210],"flavonoids":[190,201,243],"explore":[193],"effects":[195],"natural":[197],"on":[202],"inflammation.":[203],"This":[204],"same":[205],"also":[208],"protein,":[218],"fat,":[219,256],"starch,":[221],"lead":[224],"improved":[226],"nutritional":[227],"value":[228],"grain.":[231],"The":[232],"overall":[233],"aim":[234],"my":[236],"dissertation":[237],"project":[238],"was":[239],"quantify":[241,250],"allelic":[246,261],"variants":[247,262],"controlling":[248,263],"them;":[249,264],"composition":[252],"broadly":[254],"(protein,":[255],"starch)":[258],"investigate":[266],"anti-inflammatory":[267,318,370],"properties":[268,319],"extracts":[271],"contrasting":[273],"levels":[274],"flavonoids.":[276],"Using":[277],"germplasm":[280],"(USDA":[282],"National":[283],"Plant":[284],"Germplasm":[285],"System),":[286],"highthroughput":[287],"methods":[288],"(near-infrared":[291],"spectroscopy)":[292],"genotyping":[294],"(genotyping-by-sequencing),":[295],"association":[296,299],"mapping":[297],"(genome-wide":[298],"studies),":[300],"vitro":[303],"inflammation":[304],"models,":[305],"work":[307],"presented":[308],"here":[309],"new":[311],"insights":[312],"into":[313],"genetics,":[316],"important":[325],"It":[329],"survey":[332],"global":[340],"sorghum,":[343],"identifies":[344],"loci":[347],"candidate":[349],"genes":[350],"underlying":[352],"controls":[353],"these":[355],"nutrients,":[356],"demonstrates":[358],"larger":[361],"variety":[362],"previously":[367],"thought":[368],"properties.":[371]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}