{"doi":"10.3389/fpubh.2025.1623679","title":"Optimizing resistance training for pain management in knee and hip osteoarthritis: a pairwise and dose–response meta-analysis","abstract":"<jats:sec><jats:title>Background</jats:title><jats:p>Osteoarthritis (OA) is a degenerative joint disease affecting approximately 300 million people worldwide. OA manifests as significant pain and stiffness as well as reduced mobility, substantially impacting patient quality of life and imposing considerable financial burdens on healthcare systems. Although resistance training (RT) demonstrates therapeutic potential, existing studies vary widely in its intensity, duration, and effectiveness, necessitating comprehensive dose–response analyses.</jats:p></jats:sec><jats:sec><jats:title>Objective</jats:title><jats:p>This study aimed to evaluate the effectiveness of RT interventions in the management of OA pain.</jats:p></jats:sec><jats:sec><jats:title>Methods</jats:title><jats:p>A systematic literature search was performed of the PubMed/MEDLINE, Embase, Cochrane Library, and Web of Science databases. Effect sizes were computed using Hedges’g, while the risk of bias was assessed using the Cochrane Risk of Bias 2 tool. Potential moderating factors including age, sex, and body mass index (BMI) were also analyzed.</jats:p></jats:sec><jats:sec><jats:title>Results</jats:title><jats:p>The analysis included 28 randomized controlled trials (2,164 participants) that satisfied the inclusion criteria. RT significantly reduced OA pain compared to no intervention (Hedges’g = −0.57; 95% CrI, −0.65 to −0.49). A U-shaped dose–response relationship was observed, with an optimal weekly RT dose of 680 METs/min/week for pain relief. Higher or lower doses were less effective, and pain improvement was maintained for up to 6 months post-intervention. Age and sex were potential moderators, with more significant benefits observed in females and less favorable outcomes in older patients. BMI had no significant effect on RT efficacy.</jats:p></jats:sec><jats:sec><jats:title>Conclusion</jats:title><jats:p>RT constitutes an effective non-pharmacological intervention for reducing OA pain, at an optimal training dose of 680 METs/min/week. These findings emphasize the importance of considering individual patient characteristics, particularly age and sex, when prescribing RT for OA pain management.</jats:p></jats:sec><jats:sec><jats:title>Systematic review registration</jats:title><jats:p>PROSPERO, Identifier: CRD42024622698; <jats:uri>https://www.crd.york.ac.uk/PROSPERO/view/CRD42024622698</jats:uri>.</jats:p></jats:sec>","journal":"Frontiers in Public Health","year":2025,"id":613971,"datarank":0.20794415416798362,"base_score":1.3862943611198906,"endowment":1.3862943611198906,"self_citation_contribution":0.20794415416798362,"citation_network_contribution":0.0,"self_endowment_contribution":0.20794415416798362,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":3,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":275037,"name":"Meng Yin","orcid":"0000-0001-6778-192X","position":1,"is_corresponding":false},{"id":1390175,"name":"Huimin Li","orcid":"0000-0002-6846-2610","position":2,"is_corresponding":false},{"id":1339978,"name":"Wenyu Liu","orcid":"0000-0002-4582-7488","position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"Optimizing resistance training for pain management in knee and hip osteoarthritis: a pairwise and dose–response meta-analysis","abstract":"<jats:sec><jats:title>Background</jats:title><jats:p>Osteoarthritis (OA) is a degenerative joint disease affecting approximately 300 million people worldwide. OA manifests as significant pain and stiffness as well as reduced mobility, substantially impacting patient quality of life and imposing considerable financial burdens on healthcare systems. Although resistance training (RT) demonstrates therapeutic potential, existing studies vary widely in its intensity, duration, and effectiveness, necessitating comprehensive dose–response analyses.</jats:p></jats:sec><jats:sec><jats:title>Objective</jats:title><jats:p>This study aimed to evaluate the effectiveness of RT interventions in the management of OA pain.</jats:p></jats:sec><jats:sec><jats:title>Methods</jats:title><jats:p>A systematic literature search was performed of the PubMed/MEDLINE, Embase, Cochrane Library, and Web of Science databases. Effect sizes were computed using Hedges’g, while the risk of bias was assessed using the Cochrane Risk of Bias 2 tool. Potential moderating factors including age, sex, and body mass index (BMI) were also analyzed.</jats:p></jats:sec><jats:sec><jats:title>Results</jats:title><jats:p>The analysis included 28 randomized controlled trials (2,164 participants) that satisfied the inclusion criteria. RT significantly reduced OA pain compared to no intervention (Hedges’g = −0.57; 95% CrI, −0.65 to −0.49). A U-shaped dose–response relationship was observed, with an optimal weekly RT dose of 680 METs/min/week for pain relief. Higher or lower doses were less effective, and pain improvement was maintained for up to 6 months post-intervention. Age and sex were potential moderators, with more significant benefits observed in females and less favorable outcomes in older patients. BMI had no significant effect on RT efficacy.</jats:p></jats:sec><jats:sec><jats:title>Conclusion</jats:title><jats:p>RT constitutes an effective non-pharmacological intervention for reducing OA pain, at an optimal training dose of 680 METs/min/week. These findings emphasize the importance of considering individual patient characteristics, particularly age and sex, when prescribing RT for OA pain management.</jats:p></jats:sec><jats:sec><jats:title>Systematic review registration</jats:title><jats:p>PROSPERO, Identifier: CRD42024622698; <jats:uri>https://www.crd.york.ac.uk/PROSPERO/view/CRD42024622698</jats:uri>.</jats:p></jats:sec>","is_dataset_classified":null,"base_score":1.3862943611198906,"endowment":1.3862943611198906,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"40963665","pmcid":"PMC12436098","openalex_id":"https://openalex.org/W4413900993","authors":[],"funders":[],"total_grants":0,"fwci":2.6756,"citation_percentile":0.90672774,"influential_citations":0,"citation_trend":[{"year":2026,"count":3}],"oa_status":"gold","license":"cc-by","oa_locations":[{"url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2025.1623679/pdf","host_type":"journal"},{"url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2025.1623679/pdf","host_type":"publisher"},{"url":"https://www.frontiersin.org/articles/10.3389/fpubh.2025.1623679/full","host_type":"publisher"},{"url":"https://doi.org/10.3389/fpubh.2025.1623679","host_type":"journal"},{"url":"https://pubmed.ncbi.nlm.nih.gov/40963665","host_type":"repository"},{"url":"https://doaj.org/article/0ed9a1271f7f40ac888bb5a80c6cb7d1","host_type":"repository"},{"url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12436098","host_type":"repository"},{"url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12436098/","host_type":"repository"},{"url":"https://europepmc.org/articles/PMC12436098","host_type":"Europe_PMC"},{"url":"https://europepmc.org/articles/PMC12436098?pdf=render","host_type":"Europe_PMC"}],"fields_of_study":["Osteoarthritis Treatment and Mechanisms","Total Knee Arthroplasty Outcomes","Lower Extremity Biomechanics and Pathologies","Humans","Resistance Training","Osteoarthritis, Hip","Osteoarthritis, Knee","Pain Management","Male","Female","Middle Aged","Randomized Controlled Trials as Topic","Aged"],"mesh_terms":["Aged","Female","Humans","Male","Middle Aged","Osteoarthritis, Hip","Randomized Controlled Trials as Topic","Osteoarthritis, Knee","Resistance Training","Pain Management"],"keywords":["Osteoarthritis","Medicine","Meta-analysis","Physical therapy","Resistance training","Pain management","Physical medicine and rehabilitation","Pairwise comparison","Hip pain","Alternative medicine","Computer science","Internal medicine","Pain","Dose–response"],"sdg_mappings":[],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-08-02T09:57:40.407301Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}