Jean-Pierre Pelletier, Patrice Paiement, François Abram, Marc Dorais, Jean-Pierre Raynauld, Johanne Martel-Pelletier
{"title":"膝关节骨关节炎纵向探索性研究中髌下脂肪垫形态的综合比较分析:对其作为独立预后标志作用的新认识","authors":"Jean-Pierre Pelletier, Patrice Paiement, François Abram, Marc Dorais, Jean-Pierre Raynauld, Johanne Martel-Pelletier","doi":"10.1186/s13075-025-03513-y","DOIUrl":null,"url":null,"abstract":"No established markers can effectively phenotype knee osteoarthritis (OA) patients into subgroups. Infrapatellar fat pad (IPFP) morphology data that can forecast disease symptoms, structural changes, and knee replacement (KR) are sparse and conflicting. This 96-month longitudinal exploratory study aimed to identify which IPFP morphological features were the most effective independent prognostic markers against these outcomes. This longitudinal study analyzed 1075 target knees (one knee per participant) from the Osteoarthritis Initiative (OAI) progression cohort. Structural changes include cartilage, bone marrow lesions (BMLs), and joint effusion volumes assessed using automated and quantitative magnetic resonance imaging systems (MRI). The IPFP global and signal (hyper- and hypo-) intensity volumes and areas were assessed using MRI combined with a newly developed, fully automated neuron-driven technology. Symptoms were evaluated using WOMAC scores. Data on KR was obtained from the OAI database. Data were collected at baseline and 12, 24, 48 and 96 months and analyzed using a mixed model for repeated measures (MMRM) or ANCOVA. The baseline characteristics were mild to moderate knee OA. Over time, disease symptoms (WOMAC), cartilage volume, IPFP global and hypointense signal volumes, and maximal and hypointense signal areas decreased (all p≤0.001). Joint effusion and hyperintense signal volume and area increased (both p≤0.001). Associations were found between IPFP morphologies at inclusion and changes in cartilage volume (hypointense and hyperintense volumes, 48, 96 months, p≤0.04), BML volume (global volume 48 months, p=0.05; hyperintense area, 12 months, p≤0.04), and effusion volume (hypointense volume 48 months and hyperintense volume 96 months, p≤0.05). At inclusion, smaller IPFP sizes (below median) were associated with cumulative KR at 96 months (global and hypointense volumes, p≤0.04 and maximum area, p=0.05). This longitudinal exploratory study, leveraging a fully automated technology, highlights that i) IPFP volume (global and both signals) is superior to area metrics in predicting long-term structural changes in OA, and ii) smaller IPFP volume and area are linked with reduced need for KR. These findings provide new insights into the usefulness of IPFP morphology as a predictive biomarker of knee OA outcomes, offering a new approach to stratifying knee OA patients.","PeriodicalId":8419,"journal":{"name":"Arthritis Research & Therapy","volume":"6 1","pages":""},"PeriodicalIF":4.9000,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Comprehensive comparative analysis of infrapatellar fat pad morphologies in a longitudinal knee osteoarthritis exploratory study: new insights into its role as an independent prognostic marker\",\"authors\":\"Jean-Pierre Pelletier, Patrice Paiement, François Abram, Marc Dorais, Jean-Pierre Raynauld, Johanne Martel-Pelletier\",\"doi\":\"10.1186/s13075-025-03513-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"No established markers can effectively phenotype knee osteoarthritis (OA) patients into subgroups. Infrapatellar fat pad (IPFP) morphology data that can forecast disease symptoms, structural changes, and knee replacement (KR) are sparse and conflicting. This 96-month longitudinal exploratory study aimed to identify which IPFP morphological features were the most effective independent prognostic markers against these outcomes. This longitudinal study analyzed 1075 target knees (one knee per participant) from the Osteoarthritis Initiative (OAI) progression cohort. Structural changes include cartilage, bone marrow lesions (BMLs), and joint effusion volumes assessed using automated and quantitative magnetic resonance imaging systems (MRI). The IPFP global and signal (hyper- and hypo-) intensity volumes and areas were assessed using MRI combined with a newly developed, fully automated neuron-driven technology. Symptoms were evaluated using WOMAC scores. Data on KR was obtained from the OAI database. Data were collected at baseline and 12, 24, 48 and 96 months and analyzed using a mixed model for repeated measures (MMRM) or ANCOVA. The baseline characteristics were mild to moderate knee OA. Over time, disease symptoms (WOMAC), cartilage volume, IPFP global and hypointense signal volumes, and maximal and hypointense signal areas decreased (all p≤0.001). Joint effusion and hyperintense signal volume and area increased (both p≤0.001). Associations were found between IPFP morphologies at inclusion and changes in cartilage volume (hypointense and hyperintense volumes, 48, 96 months, p≤0.04), BML volume (global volume 48 months, p=0.05; hyperintense area, 12 months, p≤0.04), and effusion volume (hypointense volume 48 months and hyperintense volume 96 months, p≤0.05). At inclusion, smaller IPFP sizes (below median) were associated with cumulative KR at 96 months (global and hypointense volumes, p≤0.04 and maximum area, p=0.05). This longitudinal exploratory study, leveraging a fully automated technology, highlights that i) IPFP volume (global and both signals) is superior to area metrics in predicting long-term structural changes in OA, and ii) smaller IPFP volume and area are linked with reduced need for KR. These findings provide new insights into the usefulness of IPFP morphology as a predictive biomarker of knee OA outcomes, offering a new approach to stratifying knee OA patients.\",\"PeriodicalId\":8419,\"journal\":{\"name\":\"Arthritis Research & Therapy\",\"volume\":\"6 1\",\"pages\":\"\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2025-04-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Arthritis Research & Therapy\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s13075-025-03513-y\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Arthritis Research & Therapy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s13075-025-03513-y","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
Comprehensive comparative analysis of infrapatellar fat pad morphologies in a longitudinal knee osteoarthritis exploratory study: new insights into its role as an independent prognostic marker
No established markers can effectively phenotype knee osteoarthritis (OA) patients into subgroups. Infrapatellar fat pad (IPFP) morphology data that can forecast disease symptoms, structural changes, and knee replacement (KR) are sparse and conflicting. This 96-month longitudinal exploratory study aimed to identify which IPFP morphological features were the most effective independent prognostic markers against these outcomes. This longitudinal study analyzed 1075 target knees (one knee per participant) from the Osteoarthritis Initiative (OAI) progression cohort. Structural changes include cartilage, bone marrow lesions (BMLs), and joint effusion volumes assessed using automated and quantitative magnetic resonance imaging systems (MRI). The IPFP global and signal (hyper- and hypo-) intensity volumes and areas were assessed using MRI combined with a newly developed, fully automated neuron-driven technology. Symptoms were evaluated using WOMAC scores. Data on KR was obtained from the OAI database. Data were collected at baseline and 12, 24, 48 and 96 months and analyzed using a mixed model for repeated measures (MMRM) or ANCOVA. The baseline characteristics were mild to moderate knee OA. Over time, disease symptoms (WOMAC), cartilage volume, IPFP global and hypointense signal volumes, and maximal and hypointense signal areas decreased (all p≤0.001). Joint effusion and hyperintense signal volume and area increased (both p≤0.001). Associations were found between IPFP morphologies at inclusion and changes in cartilage volume (hypointense and hyperintense volumes, 48, 96 months, p≤0.04), BML volume (global volume 48 months, p=0.05; hyperintense area, 12 months, p≤0.04), and effusion volume (hypointense volume 48 months and hyperintense volume 96 months, p≤0.05). At inclusion, smaller IPFP sizes (below median) were associated with cumulative KR at 96 months (global and hypointense volumes, p≤0.04 and maximum area, p=0.05). This longitudinal exploratory study, leveraging a fully automated technology, highlights that i) IPFP volume (global and both signals) is superior to area metrics in predicting long-term structural changes in OA, and ii) smaller IPFP volume and area are linked with reduced need for KR. These findings provide new insights into the usefulness of IPFP morphology as a predictive biomarker of knee OA outcomes, offering a new approach to stratifying knee OA patients.
期刊介绍:
Established in 1999, Arthritis Research and Therapy is an international, open access, peer-reviewed journal, publishing original articles in the area of musculoskeletal research and therapy as well as, reviews, commentaries and reports. A major focus of the journal is on the immunologic processes leading to inflammation, damage and repair as they relate to autoimmune rheumatic and musculoskeletal conditions, and which inform the translation of this knowledge into advances in clinical care. Original basic, translational and clinical research is considered for publication along with results of early and late phase therapeutic trials, especially as they pertain to the underpinning science that informs clinical observations in interventional studies.