{"id":"https://openalex.org/W7224627261","doi":"https://doi.org/10.3390/ijms27219707","title":"Integrated Host Genome Rumen Microbiome Metabolome Prediction of Low-Methane, High-Feed-Efficiency Sheep Under Climate Stress","display_name":"Integrated Host Genome Rumen Microbiome Metabolome Prediction of Low-Methane, High-Feed-Efficiency Sheep Under Climate Stress","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224627261","doi":"https://doi.org/10.3390/ijms27219707"},"language":"en","primary_location":{"id":"doi:10.3390/ijms27219707","doi":"https://doi.org/10.3390/ijms27219707","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijms27219707","pdf_url":null,"source":{"id":"https://openalex.org/S10623703","display_name":"International Journal of Molecular Sciences","issn_l":"1422-0067","issn":["1422-0067","1661-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","medline","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Molecular Sciences","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/ijms27219707","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5150327780","display_name":"Shahab Ur Rehman","orcid":"https://orcid.org/0000-0003-3307-5220","observed_orcids":["https://orcid.org/0000-0003-3307-5220"]},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shahab Ur Rehman","raw_affiliation_strings":["Laboratory of Metabolic Manipulation of Herbivorous Animal Nutrition, College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Metabolic Manipulation of Herbivorous Animal Nutrition, College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005527678","display_name":"Mohamed Tharwat","orcid":"https://orcid.org/0000-0002-3796-9590","observed_orcids":["https://orcid.org/0000-0002-3796-9590"]},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Tharwat","raw_affiliation_strings":["Department of Animal Medicine, Faculty of Veterinary Medicine, Zagazig University, Zagazig 44519, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-3796-9590","affiliations":[{"raw_affiliation_string":"Department of Animal Medicine, Faculty of Veterinary Medicine, Zagazig University, Zagazig 44519, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073195392","display_name":"Aftab Shaukat","orcid":"https://orcid.org/0000-0003-1670-6916","observed_orcids":["https://orcid.org/0000-0003-1670-6916"]},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I196038209","display_name":"Hunan University of Arts and Science","ror":"https://ror.org/01ggnn306","country_code":"CN","type":"education","lineage":["https://openalex.org/I196038209"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aftab Shaukat","raw_affiliation_strings":["Animal Science Division, Department of Modern Agriculture, College of Life and Environmental Sciences, Hunan University of Arts and Science, Changde 415000, China","College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, China"],"raw_orcid":"https://orcid.org/0000-0003-1670-6916","affiliations":[{"raw_affiliation_string":"Animal Science Division, Department of Modern Agriculture, College of Life and Environmental Sciences, Hunan University of Arts and Science, Changde 415000, China","institution_ids":["https://openalex.org/I196038209"]},{"raw_affiliation_string":"College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001150254","display_name":"Abdulrahman A Alkheraif","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I156216236","display_name":"Qassim University","ror":"https://ror.org/01wsfe280","country_code":"SA","type":"education","lineage":["https://openalex.org/I156216236"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Abdulrahman A. Alkheraif","raw_affiliation_strings":["Department of Pathology and Laboratory Diagnosis, College of Veterinary Medicine, Qassim University, P.O. Box 6622, Buraidah 51452, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology and Laboratory Diagnosis, College of Veterinary Medicine, Qassim University, P.O. Box 6622, Buraidah 51452, Saudi Arabia","institution_ids":["https://openalex.org/I156216236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103234214","display_name":"Rahmat Ali","orcid":"https://orcid.org/0000-0003-4145-3332","observed_orcids":["https://orcid.org/0000-0003-4145-3332"]},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rahmat Ali","raw_affiliation_strings":["Laboratory of Metabolic Manipulation of Herbivorous Animal Nutrition, College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China"],"raw_orcid":"https://orcid.org/0000-0003-4145-3332","affiliations":[{"raw_affiliation_string":"Laboratory of Metabolic Manipulation of Herbivorous Animal Nutrition, College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China","institution_ids":["https://openalex.org/I78978612"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001150254","https://openalex.org/A5103234214"],"corresponding_institution_ids":["https://openalex.org/I156216236","https://openalex.org/I78978612"],"apc_list":{"value":2900,"currency":"CHF","value_usd":3499},"apc_paid":{"value":2900,"currency":"CHF","value_usd":3499},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87540824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"21","first_page":"9707","last_page":"9707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10098","display_name":"Ruminant Nutrition and Digestive Physiology","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10098","display_name":"Ruminant Nutrition and Digestive Physiology","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.0006000000284984708,"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/T10152","display_name":"Animal Nutrition and Physiology","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"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/sheep","display_name":"sheep","score":0.8889999985694885},{"id":"https://openalex.org/keywords/enteric-methane-emissions","display_name":"enteric methane","score":0.8080000281333923},{"id":"https://openalex.org/keywords/feed-efficiency","display_name":"feed efficiency","score":0.8529999852180481},{"id":"https://openalex.org/keywords/rumen-microbiome","display_name":"rumen microbiome","score":0.9150000214576721},{"id":"https://openalex.org/keywords/methanogenic-archaea","display_name":"methanogenic archaea","score":0.9129999876022339},{"id":"https://openalex.org/keywords/host-microbe-interactions","display_name":"host-microbe interactions","score":0.7250000238418579},{"id":"https://openalex.org/keywords/residual-feed-intake","display_name":"residual feed intake","score":0.6880000233650208},{"id":"https://openalex.org/keywords/heat-stress","display_name":"heat stress","score":0.8529999852180481},{"id":"https://openalex.org/keywords/climate-stress","display_name":"climate stress","score":0.6549999713897705},{"id":"https://openalex.org/keywords/biomarkers","display_name":"biomarkers","score":0.6039999723434448},{"id":"https://openalex.org/keywords/rumen-fermentation","display_name":"rumen fermentation","score":0.652999997138977},{"id":"https://openalex.org/keywords/oxidative-stress","display_name":"oxidative stress","score":0.6340000033378601},{"id":"https://openalex.org/keywords/methane-emissions","display_name":"methane emissions","score":0.38199999928474426},{"id":"https://openalex.org/keywords/multi-omics-integration","display_name":"multi-omics integration","score":0.640999972820282},{"id":"https://openalex.org/keywords/greenhouse-gas-emissions","display_name":"greenhouse gas emissions","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C70262065","wikidata":"https://www.wikidata.org/wiki/Q427652","display_name":"Rumen","level":3,"score":0.9358000159263611},{"id":"https://openalex.org/C135870905","wikidata":"https://www.wikidata.org/wiki/Q903667","display_name":"Metabolome","level":3,"score":0.808899998664856},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.7756999731063843},{"id":"https://openalex.org/C143121216","wikidata":"https://www.wikidata.org/wiki/Q1330402","display_name":"Microbiome","level":2,"score":0.7268000245094299},{"id":"https://openalex.org/C2778589620","wikidata":"https://www.wikidata.org/wiki/Q22275999","display_name":"Methanogenesis","level":3,"score":0.5763999819755554},{"id":"https://openalex.org/C15151743","wikidata":"https://www.wikidata.org/wiki/Q903778","display_name":"Metagenomics","level":3,"score":0.5613999962806702},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.4909999966621399},{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.48429998755455017},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.4629000127315521},{"id":"https://openalex.org/C69562835","wikidata":"https://www.wikidata.org/wiki/Q3054637","display_name":"Microbial ecology","level":3,"score":0.4507000148296356},{"id":"https://openalex.org/C81407943","wikidata":"https://www.wikidata.org/wiki/Q17149178","display_name":"Microbial population biology","level":3,"score":0.4505999982357025},{"id":"https://openalex.org/C100544194","wikidata":"https://www.wikidata.org/wiki/Q41760","display_name":"Fermentation","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.3806000053882599},{"id":"https://openalex.org/C175605896","wikidata":"https://www.wikidata.org/wiki/Q39833","display_name":"Microorganism","level":3,"score":0.37549999356269836},{"id":"https://openalex.org/C2776208129","wikidata":"https://www.wikidata.org/wiki/Q30672844","display_name":"Methane emissions","level":3,"score":0.37450000643730164},{"id":"https://openalex.org/C509243982","wikidata":"https://www.wikidata.org/wiki/Q2836947","display_name":"Animal feed","level":2,"score":0.3675000071525574},{"id":"https://openalex.org/C2781003712","wikidata":"https://www.wikidata.org/wiki/Q842175","display_name":"Ruminant","level":3,"score":0.34130001068115234},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.32409998774528503},{"id":"https://openalex.org/C516920438","wikidata":"https://www.wikidata.org/wiki/Q37129","display_name":"Methane","level":2,"score":0.3206999897956848},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.31929999589920044},{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C101014631","wikidata":"https://www.wikidata.org/wiki/Q4889568","display_name":"Microbial metabolism","level":3,"score":0.27230000495910645},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.26570001244544983},{"id":"https://openalex.org/C2779370140","wikidata":"https://www.wikidata.org/wiki/Q13377214","display_name":"Forage","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.26089999079704285},{"id":"https://openalex.org/C192989942","wikidata":"https://www.wikidata.org/wiki/Q68685","display_name":"Metabolic pathway","level":3,"score":0.26010000705718994},{"id":"https://openalex.org/C162317418","wikidata":"https://www.wikidata.org/wiki/Q252857","display_name":"Transcriptome","level":4,"score":0.25949999690055847},{"id":"https://openalex.org/C2986039202","wikidata":"https://www.wikidata.org/wiki/Q123414","display_name":"Environmental stress","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C125009961","wikidata":"https://www.wikidata.org/wiki/Q2342248","display_name":"Pyrosequencing","level":3,"score":0.2549000084400177},{"id":"https://openalex.org/C2777904157","wikidata":"https://www.wikidata.org/wiki/Q3239189","display_name":"Grazing","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/ijms27219707","doi":"https://doi.org/10.3390/ijms27219707","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijms27219707","pdf_url":null,"source":{"id":"https://openalex.org/S10623703","display_name":"International Journal of Molecular Sciences","issn_l":"1422-0067","issn":["1422-0067","1661-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","medline","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Molecular Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/ijms27219707","doi":"https://doi.org/10.3390/ijms27219707","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijms27219707","pdf_url":null,"source":{"id":"https://openalex.org/S10623703","display_name":"International Journal of Molecular Sciences","issn_l":"1422-0067","issn":["1422-0067","1661-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","medline","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Molecular Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9208999872207642,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"},{"score":0.5351999998092651,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324403","display_name":"Qassim University","ror":"https://ror.org/01wsfe280"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1842963151","https://openalex.org/W2075765630","https://openalex.org/W2167908327","https://openalex.org/W2534284271","https://openalex.org/W2575397500","https://openalex.org/W2742996162","https://openalex.org/W2749417525","https://openalex.org/W2766483053","https://openalex.org/W2799463639","https://openalex.org/W2884918485","https://openalex.org/W2913637561","https://openalex.org/W2953032779","https://openalex.org/W2955957648","https://openalex.org/W2981197446","https://openalex.org/W2996559629","https://openalex.org/W3017330954","https://openalex.org/W3081387423","https://openalex.org/W3082833917","https://openalex.org/W3102502550","https://openalex.org/W3127152240","https://openalex.org/W3150980860","https://openalex.org/W3206185480","https://openalex.org/W4245975930","https://openalex.org/W4280606306","https://openalex.org/W4282977100","https://openalex.org/W4298146288","https://openalex.org/W4306914131","https://openalex.org/W4327560049","https://openalex.org/W4367315745","https://openalex.org/W4379141292","https://openalex.org/W4385255479","https://openalex.org/W4385769396","https://openalex.org/W4386839650","https://openalex.org/W4394787123","https://openalex.org/W4394988035","https://openalex.org/W4395697041","https://openalex.org/W4400866615","https://openalex.org/W4401396538","https://openalex.org/W4402384801","https://openalex.org/W4403487460","https://openalex.org/W4405855578","https://openalex.org/W4408851052","https://openalex.org/W4408998257","https://openalex.org/W4410779206","https://openalex.org/W4411188953","https://openalex.org/W4412490998","https://openalex.org/W7117458974","https://openalex.org/W7162082796"],"related_works":["https://openalex.org/W4385255479","https://openalex.org/W2275915069","https://openalex.org/W1000733675","https://openalex.org/W7221220718","https://openalex.org/W2898031575","https://openalex.org/W7011406525","https://openalex.org/W7213382714","https://openalex.org/W7020697861","https://openalex.org/W3081387423","https://openalex.org/W7061489749"],"abstract_inverted_index":{"Sheep":[0],"are":[1],"well":[2],"adapted":[3],"to":[4,31,80,171,222],"marginal":[5],"grazing":[6],"systems":[7],"and":[8,16,24,41,72,74,87,102,105,115,137,148,174,179,195,218],"provide":[9],"important":[10],"products":[11],"such":[12],"as":[13,157],"wool,":[14],"milk":[15],"meat.":[17],"However,":[18],"microbial":[19,54,126,136,167,196],"fermentation":[20],"in":[21],"the":[22,155],"rumen":[23,53,66,73,107,191],"reticulum":[25],"generates":[26],"enteric":[27],"methane,":[28],"which":[29,152],"contributes":[30],"greenhouse":[32],"gas":[33],"emissions":[34,40,86,147],"from":[35],"livestock":[36],"production.":[37,230],"Both":[38],"methane":[39,85,98,113,146,216],"feed":[42,89,116,150],"efficiency":[43],"show":[44,123],"heritable":[45],"variation,":[46],"while":[47],"host":[48,64,133],"genetics":[49],"can":[50,77],"also":[51],"shape":[52],"composition":[55,109],"through":[56],"complex":[57],"host\u2013microbe":[58],"interactions.":[59],"This":[60],"review":[61],"explores":[62],"how":[63],"genomics,":[65],"microbiome":[67,108],"profiles,":[68],"methanogenic":[69],"archaeal":[70],"communities,":[71],"blood":[75],"metabolomics":[76],"be":[78,172],"combined":[79],"identify":[81],"biomarkers":[82,160,168,225],"of":[83,145],"low":[84],"improved":[88],"efficiency,":[90,117],"particularly":[91],"under":[92,203],"environmental":[93],"stress.":[94],"Evidence":[95],"suggests":[96],"that":[97,106,124],"production":[99,180],"is":[100,110,153],"repeatable":[101],"genetically":[103],"influenced,":[104],"associated":[111],"with":[112,135],"emission":[114],"although":[118],"current":[119],"evidence":[120],"does":[121],"not":[122,154],"specific":[125],"taxa":[127],"directly":[128],"cause":[129],"these":[130],"traits.":[131],"Integrating":[132],"genotype":[134],"metabolic":[138],"information":[139],"may":[140],"therefore":[141],"improve":[142],"statistical":[143],"prediction":[144],"residual":[149],"intake,":[151],"same":[156],"identifying":[158],"validated":[159],"or":[161],"showing":[162],"biological":[163],"causation.":[164],"Nevertheless,":[165],"reliable":[166],"have":[169],"yet":[170,199],"established,":[173],"validation":[175],"across":[176],"breeds,":[177],"diets,":[178],"environments":[181],"remains":[182,206],"limited.":[183],"Heat":[184],"stress":[185,205],"adds":[186],"further":[187],"complexity":[188],"by":[189],"altering":[190],"fermentation,":[192],"oxidative":[193],"status,":[194],"community":[197],"structure,":[198],"integrated":[200],"omics":[201],"research":[202],"climatic":[204],"scarce.":[207],"Future":[208],"studies":[209],"should":[210],"prioritize":[211],"longitudinal,":[212],"multi-breed":[213],"designs,":[214],"standardized":[215],"phenotyping,":[217],"coordinated":[219],"multi-omics":[220],"analyses":[221],"develop":[223],"robust":[224],"for":[226],"sustainable,":[227],"low-emission":[228],"sheep":[229]},"counts_by_year":[],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2026-10-30T00:00:00"}
