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Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers
PURPOSE: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (APPROACH) consortium intends to prospectively describe in detail, preselected patients with knee osteoarthritis (OA), using conventional and novel clinical, imaging, and biochemical markers, to support OA drug dev...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7389775/ https://www.ncbi.nlm.nih.gov/pubmed/32723735 http://dx.doi.org/10.1136/bmjopen-2019-035101 |
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author | van Helvoort, Eefje M van Spil, Willem E Jansen, Mylène P Welsing, Paco M J Kloppenburg, Margreet Loef, Marieke Blanco, Francisco J Haugen, Ida K Berenbaum, Francis Bacardit, Jaume Ladel, Christoph H Loughlin, John Bay-Jensen, Anne C Mobasheri, Ali Larkin, Jonathan Boere, Janneke Weinans, Harrie H Lalande, Agnes Marijnissen, Anne C A Lafeber, Floris P J G |
author_facet | van Helvoort, Eefje M van Spil, Willem E Jansen, Mylène P Welsing, Paco M J Kloppenburg, Margreet Loef, Marieke Blanco, Francisco J Haugen, Ida K Berenbaum, Francis Bacardit, Jaume Ladel, Christoph H Loughlin, John Bay-Jensen, Anne C Mobasheri, Ali Larkin, Jonathan Boere, Janneke Weinans, Harrie H Lalande, Agnes Marijnissen, Anne C A Lafeber, Floris P J G |
author_sort | van Helvoort, Eefje M |
collection | PubMed |
description | PURPOSE: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (APPROACH) consortium intends to prospectively describe in detail, preselected patients with knee osteoarthritis (OA), using conventional and novel clinical, imaging, and biochemical markers, to support OA drug development. PARTICIPANTS: APPROACH is a prospective cohort study including 297 patients with tibiofemoral OA, according to the American College of Rheumatology classification criteria. Patients were (pre)selected from existing cohorts using machine learning models, developed on data from the CHECK cohort, to display a high likelihood of radiographic joint space width (JSW) loss and/or knee pain progression. FINDINGS TO DATE: Selection appeared logistically feasible and baseline characteristics of the cohort demonstrated an OA population with more severe disease: age 66.5 (SD 7.1) vs 68.1 (7.7) years, min-JSW 2.5 (1.3) vs 2.1 (1.0) mm and Knee injury and Osteoarthritis Outcome Score pain 31.3 (19.7) vs 17.7 (14.6), except for age, all: p<0.001, for selected versus excluded patients, respectively. Based on the selection model, this cohort has a predicted higher chance of progression. FUTURE PLANS: Patients will visit the hospital again at 6, 12 and 24 months for physical examination, pain and general health questionnaires, collection of blood and urine, MRI scans, radiographs of knees and hands, CT scan of the knee, low radiation whole-body CT, HandScan, motion analysis and performance-based tests. After two years, data will show whether those patients with the highest probabilities for progression experienced disease progression as compared to those wit lower probabilities (model validation) and whether phenotypes/endotypes can be identified and predicted to facilitate targeted drug therapy. TRIAL REGISTRATION NUMBER: NCT03883568 |
format | Online Article Text |
id | pubmed-7389775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-73897752020-08-11 Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers van Helvoort, Eefje M van Spil, Willem E Jansen, Mylène P Welsing, Paco M J Kloppenburg, Margreet Loef, Marieke Blanco, Francisco J Haugen, Ida K Berenbaum, Francis Bacardit, Jaume Ladel, Christoph H Loughlin, John Bay-Jensen, Anne C Mobasheri, Ali Larkin, Jonathan Boere, Janneke Weinans, Harrie H Lalande, Agnes Marijnissen, Anne C A Lafeber, Floris P J G BMJ Open Rheumatology PURPOSE: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (APPROACH) consortium intends to prospectively describe in detail, preselected patients with knee osteoarthritis (OA), using conventional and novel clinical, imaging, and biochemical markers, to support OA drug development. PARTICIPANTS: APPROACH is a prospective cohort study including 297 patients with tibiofemoral OA, according to the American College of Rheumatology classification criteria. Patients were (pre)selected from existing cohorts using machine learning models, developed on data from the CHECK cohort, to display a high likelihood of radiographic joint space width (JSW) loss and/or knee pain progression. FINDINGS TO DATE: Selection appeared logistically feasible and baseline characteristics of the cohort demonstrated an OA population with more severe disease: age 66.5 (SD 7.1) vs 68.1 (7.7) years, min-JSW 2.5 (1.3) vs 2.1 (1.0) mm and Knee injury and Osteoarthritis Outcome Score pain 31.3 (19.7) vs 17.7 (14.6), except for age, all: p<0.001, for selected versus excluded patients, respectively. Based on the selection model, this cohort has a predicted higher chance of progression. FUTURE PLANS: Patients will visit the hospital again at 6, 12 and 24 months for physical examination, pain and general health questionnaires, collection of blood and urine, MRI scans, radiographs of knees and hands, CT scan of the knee, low radiation whole-body CT, HandScan, motion analysis and performance-based tests. After two years, data will show whether those patients with the highest probabilities for progression experienced disease progression as compared to those wit lower probabilities (model validation) and whether phenotypes/endotypes can be identified and predicted to facilitate targeted drug therapy. TRIAL REGISTRATION NUMBER: NCT03883568 BMJ Publishing Group 2020-07-28 /pmc/articles/PMC7389775/ /pubmed/32723735 http://dx.doi.org/10.1136/bmjopen-2019-035101 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Rheumatology van Helvoort, Eefje M van Spil, Willem E Jansen, Mylène P Welsing, Paco M J Kloppenburg, Margreet Loef, Marieke Blanco, Francisco J Haugen, Ida K Berenbaum, Francis Bacardit, Jaume Ladel, Christoph H Loughlin, John Bay-Jensen, Anne C Mobasheri, Ali Larkin, Jonathan Boere, Janneke Weinans, Harrie H Lalande, Agnes Marijnissen, Anne C A Lafeber, Floris P J G Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers |
title | Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers |
title_full | Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers |
title_fullStr | Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers |
title_full_unstemmed | Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers |
title_short | Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers |
title_sort | cohort profile: the applied public-private research enabling osteoarthritis clinical headway (imi-approach) study: a 2-year, european, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers |
topic | Rheumatology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7389775/ https://www.ncbi.nlm.nih.gov/pubmed/32723735 http://dx.doi.org/10.1136/bmjopen-2019-035101 |
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