{"id":"https://openalex.org/W7220463121","doi":"https://doi.org/10.3390/metabo16100745","title":"Aerobic and Aerobic-Oriented Exercise for Anthropometric, Androgen-Related, and Reproductive Endocrine Outcomes in Polyendocrine Metabolic Ovarian Syndrome (Polycystic Ovary Syndrome): A Systematic Review and Meta-Analysis","display_name":"Aerobic and Aerobic-Oriented Exercise for Anthropometric, Androgen-Related, and Reproductive Endocrine Outcomes in Polyendocrine Metabolic Ovarian Syndrome (Polycystic Ovary Syndrome): A Systematic Review and Meta-Analysis","publication_year":2026,"publication_date":"2026-10-03","ids":{"openalex":"https://openalex.org/W7220463121","doi":"https://doi.org/10.3390/metabo16100745","pmid":"https://pubmed.ncbi.nlm.nih.gov/42941220","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13706977"},"language":"en","primary_location":{"id":"doi:10.3390/metabo16100745","doi":"https://doi.org/10.3390/metabo16100745","is_oa":true,"landing_page_url":"https://doi.org/10.3390/metabo16100745","pdf_url":null,"source":{"id":"https://openalex.org/S2764402194","display_name":"Metabolites","issn_l":"2218-1989","issn":["2218-1989"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","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":"Metabolites","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/metabo16100745","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5157441174","display_name":"Lanxin Qiu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210095228","display_name":"Xi'an Physical Education University","ror":"https://ror.org/00pt5by23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095228"]},{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanxin Qiu","raw_affiliation_strings":["Department of Applied Psychology, School of Health Management, Guangzhou Medical University, Guangzhou 511436, China","School of Physical Education and Training, Xi\u2019an Physical Education University, No. 1 Dongcheng South Road, Huyi District, Xi\u2019an 710399, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Psychology, School of Health Management, Guangzhou Medical University, Guangzhou 511436, China","institution_ids":["https://openalex.org/I92039509"]},{"raw_affiliation_string":"School of Physical Education and Training, Xi\u2019an Physical Education University, No. 1 Dongcheng South Road, Huyi District, Xi\u2019an 710399, China","institution_ids":["https://openalex.org/I4210095228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137298505","display_name":"Yunzhi Emma Huang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yunzhi Emma Huang","raw_affiliation_strings":["Nutrilite Health Institute, Amway R&D Center, 720 Cailun Road, Shanghai 201203, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nutrilite Health Institute, Amway R&D Center, 720 Cailun Road, Shanghai 201203, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109522292","display_name":"Minjia Zhuang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I147139432","display_name":"Tianjin University of Sport","ror":"https://ror.org/007eyd925","country_code":"CN","type":"education","lineage":["https://openalex.org/I147139432"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingnan Zhuang","raw_affiliation_strings":["College of Sports Training, Tianjin University of Sport, Tianjin 301617, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Sports Training, Tianjin University of Sport, Tianjin 301617, China","institution_ids":["https://openalex.org/I147139432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034969954","display_name":"Juntao Kan","orcid":"https://orcid.org/0000-0001-7280-6394","observed_orcids":["https://orcid.org/0000-0001-7280-6394"]},"institutions":[{"id":"https://openalex.org/I147139432","display_name":"Tianjin University of Sport","ror":"https://ror.org/007eyd925","country_code":"CN","type":"education","lineage":["https://openalex.org/I147139432"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juntao Kan","raw_affiliation_strings":["College of Sports Training, Tianjin University of Sport, Tianjin 301617, China","Nutrilite Health Institute, Amway R&D Center, 720 Cailun Road, Shanghai 201203, China"],"raw_orcid":"https://orcid.org/0000-0001-7280-6394","affiliations":[{"raw_affiliation_string":"College of Sports Training, Tianjin University of Sport, Tianjin 301617, China","institution_ids":["https://openalex.org/I147139432"]},{"raw_affiliation_string":"Nutrilite Health Institute, Amway R&D Center, 720 Cailun Road, Shanghai 201203, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036599995","display_name":"Zhengqi Qiu","orcid":"https://orcid.org/0000-0003-0033-0512","observed_orcids":["https://orcid.org/0000-0003-0033-0512"]},"institutions":[{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengqi Qiu","raw_affiliation_strings":["Department of Applied Psychology, School of Health Management, Guangzhou Medical University, Guangzhou 511436, China","Nutrilite Health Institute, Amway R&D Center, 720 Cailun Road, Shanghai 201203, China"],"raw_orcid":"https://orcid.org/0000-0003-0033-0512","affiliations":[{"raw_affiliation_string":"Department of Applied Psychology, School of Health Management, Guangzhou Medical University, Guangzhou 511436, China","institution_ids":["https://openalex.org/I92039509"]},{"raw_affiliation_string":"Nutrilite Health Institute, Amway R&D Center, 720 Cailun Road, Shanghai 201203, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034969954","https://openalex.org/A5036599995"],"corresponding_institution_ids":["https://openalex.org/I147139432","https://openalex.org/I92039509"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3258},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3258},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54577289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"10","first_page":"745","last_page":"745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10390","display_name":"Ovarian function and disorders","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10390","display_name":"Ovarian function and disorders","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/polycystic-ovary-syndrome","display_name":"polycystic ovary syndrome","score":0.9929999709129333},{"id":"https://openalex.org/keywords/aerobic-exercise","display_name":"aerobic exercise","score":0.9990000128746033},{"id":"https://openalex.org/keywords/body-mass-index","display_name":"body mass index","score":0.7540000081062317},{"id":"https://openalex.org/keywords/waist-to-hip-ratio","display_name":"waist-to-hip ratio","score":0.9649999737739563},{"id":"https://openalex.org/keywords/testosterone","display_name":"testosterone","score":0.6190000176429749},{"id":"https://openalex.org/keywords/free-testosterone","display_name":"free testosterone","score":0.9620000123977661},{"id":"https://openalex.org/keywords/sex-hormone-binding-globulin","display_name":"sex hormone-binding globulin","score":0.9990000128746033},{"id":"https://openalex.org/keywords/androgens","display_name":"androgens","score":0.8009999990463257},{"id":"https://openalex.org/keywords/follicle-stimulating-hormone","display_name":"follicle-stimulating hormone","score":0.9269999861717224},{"id":"https://openalex.org/keywords/luteinizing-hormone","display_name":"luteinizing hormone","score":0.996999979019165},{"id":"https://openalex.org/keywords/anti-mullerian-hormone","display_name":"anti-M\u00fcllerian hormone","score":0.8889999985694885},{"id":"https://openalex.org/keywords/dehydroepiandrosterone-sulfate","display_name":"dehydroepiandrosterone sulfate","score":0.902999997138977},{"id":"https://openalex.org/keywords/free-androgen-index","display_name":"free androgen index","score":0.9200000166893005}],"concepts":[{"id":"https://openalex.org/C3018442814","wikidata":"https://www.wikidata.org/wiki/Q500816","display_name":"Polycystic ovary","level":4,"score":0.7839000225067139},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.760699987411499},{"id":"https://openalex.org/C103038586","wikidata":"https://www.wikidata.org/wiki/Q1152037","display_name":"Aerobic exercise","level":2,"score":0.6536999940872192},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5583999752998352},{"id":"https://openalex.org/C2779279991","wikidata":"https://www.wikidata.org/wiki/Q6058681","display_name":"Testosterone (patch)","level":2,"score":0.5374000072479248},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.5224999785423279},{"id":"https://openalex.org/C2780221984","wikidata":"https://www.wikidata.org/wiki/Q131191","display_name":"Body mass index","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C61427482","wikidata":"https://www.wikidata.org/wiki/Q6656244","display_name":"Anthropometry","level":2,"score":0.44670000672340393},{"id":"https://openalex.org/C2778575703","wikidata":"https://www.wikidata.org/wiki/Q50265477","display_name":"Luteinizing hormone","level":3,"score":0.4465999901294708},{"id":"https://openalex.org/C2776405666","wikidata":"https://www.wikidata.org/wiki/Q5500183","display_name":"Free androgen index","level":5,"score":0.43140000104904175},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.40630000829696655},{"id":"https://openalex.org/C2780578515","wikidata":"https://www.wikidata.org/wiki/Q657193","display_name":"Metabolic syndrome","level":3,"score":0.3921000063419342},{"id":"https://openalex.org/C2780657110","wikidata":"https://www.wikidata.org/wiki/Q2505402","display_name":"Dehydroepiandrosterone sulfate","level":4,"score":0.38960000872612},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.38850000500679016},{"id":"https://openalex.org/C46699223","wikidata":"https://www.wikidata.org/wiki/Q11078","display_name":"Endocrine system","level":3,"score":0.36160001158714294},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.3603000044822693},{"id":"https://openalex.org/C2776992908","wikidata":"https://www.wikidata.org/wiki/Q408376","display_name":"Dehydroepiandrosterone","level":4,"score":0.3569999933242798},{"id":"https://openalex.org/C2776193436","wikidata":"https://www.wikidata.org/wiki/Q236232","display_name":"Waist","level":3,"score":0.3472999930381775},{"id":"https://openalex.org/C30092816","wikidata":"https://www.wikidata.org/wiki/Q419613","display_name":"Sex hormone-binding globulin","level":4,"score":0.33570000529289246},{"id":"https://openalex.org/C2777911890","wikidata":"https://www.wikidata.org/wiki/Q62614","display_name":"Androgen","level":3,"score":0.31839999556541443},{"id":"https://openalex.org/C2780005051","wikidata":"https://www.wikidata.org/wiki/Q797258","display_name":"Body fat percentage","level":3,"score":0.31200000643730164},{"id":"https://openalex.org/C133165541","wikidata":"https://www.wikidata.org/wiki/Q472094","display_name":"Exercise physiology","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C2778709874","wikidata":"https://www.wikidata.org/wiki/Q190875","display_name":"Hydrocortisone","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C544821477","wikidata":"https://www.wikidata.org/wiki/Q718113","display_name":"Weight loss","level":3,"score":0.25130000710487366}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/metabo16100745","doi":"https://doi.org/10.3390/metabo16100745","is_oa":true,"landing_page_url":"https://doi.org/10.3390/metabo16100745","pdf_url":null,"source":{"id":"https://openalex.org/S2764402194","display_name":"Metabolites","issn_l":"2218-1989","issn":["2218-1989"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","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":"Metabolites","raw_type":"journal-article"},{"id":"pmid:42941220","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42941220","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Metabolites","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13706977","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13706977/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Metabolites","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:321ca5b9218a47b0970cb67ba6a65eaf","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/321ca5b9218a47b0970cb67ba6a65eaf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Metabolites, Vol 16, Iss 10, p 745 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/metabo16100745","doi":"https://doi.org/10.3390/metabo16100745","is_oa":true,"landing_page_url":"https://doi.org/10.3390/metabo16100745","pdf_url":null,"source":{"id":"https://openalex.org/S2764402194","display_name":"Metabolites","issn_l":"2218-1989","issn":["2218-1989"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","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":"Metabolites","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":1.0}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"},{"id":"https://openalex.org/study-designs/meta-analysis","display_name":"Meta-Analysis"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1220603315","https://openalex.org/W1784175517","https://openalex.org/W1892872861","https://openalex.org/W1977287851","https://openalex.org/W1981188819","https://openalex.org/W2007842092","https://openalex.org/W2026383542","https://openalex.org/W2044912415","https://openalex.org/W2052691737","https://openalex.org/W2059527510","https://openalex.org/W2060535610","https://openalex.org/W2067111554","https://openalex.org/W2079213131","https://openalex.org/W2119605658","https://openalex.org/W2126930838","https://openalex.org/W2139168999","https://openalex.org/W2147165118","https://openalex.org/W2147182758","https://openalex.org/W2157823046","https://openalex.org/W2168718800","https://openalex.org/W2464924628","https://openalex.org/W2897817445","https://openalex.org/W2914053210","https://openalex.org/W2919006646","https://openalex.org/W2932936731","https://openalex.org/W2970684805","https://openalex.org/W2972803635","https://openalex.org/W2974082440","https://openalex.org/W3015278233","https://openalex.org/W3016255834","https://openalex.org/W3022916522","https://openalex.org/W3045885598","https://openalex.org/W3047856912","https://openalex.org/W3087936928","https://openalex.org/W3118615836","https://openalex.org/W3193925964","https://openalex.org/W3194150432","https://openalex.org/W4200043187","https://openalex.org/W4214946592","https://openalex.org/W4226450989","https://openalex.org/W4232058719","https://openalex.org/W4249284895","https://openalex.org/W4302286551","https://openalex.org/W4310044989","https://openalex.org/W4361295018","https://openalex.org/W4385799520","https://openalex.org/W4390978076","https://openalex.org/W4392962478","https://openalex.org/W4394759501","https://openalex.org/W4401829155","https://openalex.org/W4402696872","https://openalex.org/W4403116231","https://openalex.org/W4413413826","https://openalex.org/W4415656357","https://openalex.org/W4417153275","https://openalex.org/W7158142739","https://openalex.org/W7160886942"],"related_works":["https://openalex.org/W7171709916","https://openalex.org/W4414279461","https://openalex.org/W7120764241","https://openalex.org/W4397037410","https://openalex.org/W7118738276","https://openalex.org/W4409236155","https://openalex.org/W4402523605","https://openalex.org/W7201897942","https://openalex.org/W2808124122","https://openalex.org/W2755139770"],"abstract_inverted_index":{"Background:":[0],"Aerobic":[1,244],"exercise":[2,40,55,101,247],"is":[3],"recommended":[4],"within":[5],"lifestyle":[6],"management":[7],"for":[8,102,197,230],"polycystic":[9],"ovary":[10],"syndrome":[11],"(PCOS),":[12],"but":[13,258],"its":[14,114],"effects":[15,194],"on":[16],"anthropometric":[17,254],"and":[18,69,81,118,165,176,213,222,233,255,261],"endocrine":[19],"outcomes":[20],"remain":[21],"inconsistent.":[22],"Methods:":[23],"Five":[24],"databases":[25],"were":[26,46,64,84,93,195,223],"searched":[27],"from":[28],"inception":[29],"through":[30],"July":[31],"2026.":[32],"Controlled":[33],"trials":[34,92],"of":[35,264],"structured":[36],"aerobic":[37,60],"or":[38,208,238,245,271],"aerobic-oriented":[39,246],"lasting":[41],"at":[42,218],"least":[43],"four":[44],"weeks":[45],"eligible":[47],"when":[48],"the":[49,119,124,219,262],"comparator":[50],"did":[51],"not":[52],"receive":[53],"an":[54,268],"program":[56],"expected":[57],"to":[58,111,127,143,153,163,174,189],"improve":[59],"fitness.":[61],"Between-group":[62],"changes":[63],"expressed":[65],"as":[66],"Hedges\u2019":[67],"g":[68,183],"pooled":[70,96,193,250],"using":[71],"random-effects":[72],"models":[73],"with":[74,132,177],"cluster-robust":[75],"small-sample":[76],"inference.":[77],"Subgroup,":[78],"univariable":[79],"meta-regression,":[80],"dose\u2013response":[82],"analyses":[83],"exploratory.":[85],"Results:":[86],"Twenty-two":[87],"reports":[88],"representing":[89],"20":[90],"independent":[91],"included.":[94],"The":[95],"standardized":[97],"estimate":[98],"marginally":[99],"favored":[100],"body":[103,134,200],"weight":[104],"(g":[105,137,147,157,168],"=":[106,138,148,158,169,184],"\u22120.09,":[107],"95%":[108,120,140,150,160,171,186],"CI":[109,141,151,161,172,187],"\u22120.13":[110],"\u22120.05),":[112],"although":[113],"magnitude":[115],"was":[116,130,227,236],"trivial":[117],"prediction":[121],"interval":[122],"crossed":[123],"null":[125],"(\u22120.29":[126],"0.11).":[128],"Exercise":[129],"associated":[131],"lower":[133],"mass":[135],"index":[136],"\u22120.20,":[139],"\u22120.33":[142],"\u22120.06),":[144],"waist-to-hip":[145],"ratio":[146],"\u22120.36,":[149],"\u22120.56":[152],"\u22120.19),":[154],"total":[155],"testosterone":[156,167,232],"\u22120.43,":[159],"\u22120.67":[162],"\u22120.20),":[164],"free":[166,203,231],"\u22120.60,":[170],"\u22120.99":[173],"\u22120.21),":[175],"higher":[178],"sex":[179],"hormone-binding":[180],"globulin":[181],"(SHBG;":[182],"0.24,":[185],"0.04":[188],"0.44).":[190],"No":[191],"clear":[192],"observed":[196],"waist":[198],"circumference,":[199],"fat":[201],"percentage,":[202],"androgen":[204],"index,":[205],"dehydroepiandrosterone":[206],"sulfate,":[207],"anti-M\u00fcllerian":[209],"hormone.":[210],"Follicle-stimulating":[211],"hormone":[212,215],"luteinizing":[214],"estimates":[216,266],"lay":[217],"statistical":[220],"boundary":[221],"heterogeneous;":[224],"leave-one-study-out":[225],"inference":[226],"also":[228],"unstable":[229],"SHBG.":[234],"Certainty":[235],"low":[237,240,259],"very":[239],"across":[241],"outcomes.":[242],"Conclusions:":[243],"showed":[248],"favorable":[249],"differences":[251],"in":[252],"selected":[253],"androgen-related":[256],"markers,":[257],"certainty":[260],"sensitivity":[263],"some":[265],"preclude":[267],"endocrine-targeted":[269],"dose":[270],"reproductive-benefit":[272],"claim.":[273]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-06T00:00:00"}
