Skip to main content
Top
Published in: Drugs & Aging 7/2015

Open Access 01-07-2015 | Current Opinion

Can We Identify Patients with High Risk of Osteoarthritis Progression Who Will Respond to Treatment? A Focus on Biomarkers and Frailty

Authors: Nigel Arden, Pascal Richette, Cyrus Cooper, Olivier Bruyère, Eric Abadie, Jaime Branco, Maria Luisa Brandi, Francis Berenbaum, Cécile Clerc, Elaine Dennison, Jean-Pierre Devogelaer, Marc Hochberg, Pieter D’Hooghe, Gabriel Herrero-Beaumont, John A. Kanis, Andrea Laslop, Véronique Leblanc, Stefania Maggi, Giuseppe Mautone, Jean-Pierre Pelletier, Florence Petit-Dop, Susanne Reiter-Niesert, René Rizzoli, Lucio Rovati, Eleonora Tajana Messi, Yannis Tsouderos, Johanne Martel-Pelletier, Jean-Yves Reginster

Published in: Drugs & Aging | Issue 7/2015

Login to get access

Abstract

Osteoarthritis (OA), a disease affecting different patient phenotypes, appears as an optimal candidate for personalized healthcare. The aim of the discussions of the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis (ESCEO) working group was to explore the value of markers of different sources in defining different phenotypes of patients with OA. The ESCEO organized a series of meetings to explore the possibility of identifying patients who would most benefit from treatment for OA, on the basis of recent data and expert opinion. In the first meeting, patient phenotypes were identified according to the number of affected joints, biomechanical factors, and the presence of lesions in the subchondral bone. In the second meeting, summarized in the present article, the working group explored other markers involved in OA. Profiles of patients may be defined according to their level of pain, functional limitation, and presence of coexistent chronic conditions including frailty status. A considerable amount of data suggests that magnetic resonance imaging may also assist in delineating different phenotypes of patients with OA. Among multiple biochemical biomarkers identified, none is sufficiently validated and recognized to identify patients who should be treated. Considerable efforts are also being made to identify genetic and epigenetic factors involved in OA, but results are still limited. The many potential biomarkers that could be used as potential stratifiers are promising, but more research is needed to characterize and qualify the existing biomarkers and to identify new candidates.
Literature
1.
go back to reference Trusheim MR, Berndt ER, Douglas FL. Stratified medicine: strategic and economic implications of combining drugs and clinical biomarkers. Nat Rev Drug Discov. 2007;6(4):287–93.PubMedCrossRef Trusheim MR, Berndt ER, Douglas FL. Stratified medicine: strategic and economic implications of combining drugs and clinical biomarkers. Nat Rev Drug Discov. 2007;6(4):287–93.PubMedCrossRef
2.
go back to reference Hingorani AD, Windt DA, Riley RD, Abrams K, Moons KG, Steyerberg EW, et al. Prognosis research strategy (PROGRESS) 4: stratified medicine research. BMJ. 2013;346:e5793.PubMedCentralPubMedCrossRef Hingorani AD, Windt DA, Riley RD, Abrams K, Moons KG, Steyerberg EW, et al. Prognosis research strategy (PROGRESS) 4: stratified medicine research. BMJ. 2013;346:e5793.PubMedCentralPubMedCrossRef
4.
go back to reference Cooper C, Adachi JD, Bardin T, Berenbaum F, Flamion B, Jonsson H, et al. How to define responders in osteoarthritis. Curr Med Res Opin. 2013;29(6):719–29.PubMedCentralPubMedCrossRef Cooper C, Adachi JD, Bardin T, Berenbaum F, Flamion B, Jonsson H, et al. How to define responders in osteoarthritis. Curr Med Res Opin. 2013;29(6):719–29.PubMedCentralPubMedCrossRef
5.
go back to reference Hunter DJ, Nevitt M, Losina E, Kraus V. Biomarkers for osteoarthritis: current position and steps towards further validation. Best Pract Res Clin Rheumatol. 2014;28(1):61–71.PubMedCentralPubMedCrossRef Hunter DJ, Nevitt M, Losina E, Kraus V. Biomarkers for osteoarthritis: current position and steps towards further validation. Best Pract Res Clin Rheumatol. 2014;28(1):61–71.PubMedCentralPubMedCrossRef
6.
go back to reference Pelletier JP, Cooper C, Peterfy C, Reginster JY, Brandi ML, Bruyere O, et al. What is the predictive value of MRI for the occurrence of knee replacement surgery in knee osteoarthritis? Ann Rheum Dis. 2013;72(10):1594–604.PubMedCrossRef Pelletier JP, Cooper C, Peterfy C, Reginster JY, Brandi ML, Bruyere O, et al. What is the predictive value of MRI for the occurrence of knee replacement surgery in knee osteoarthritis? Ann Rheum Dis. 2013;72(10):1594–604.PubMedCrossRef
7.
go back to reference Lotz M, Martel-Pelletier J, Christiansen C, Brandi ML, Bruyere O, Chapurlat R, et al. Value of biomarkers in osteoarthritis: current status and perspectives. Ann Rheum Dis. 2013;72(11):1756–63.PubMedCentralPubMedCrossRef Lotz M, Martel-Pelletier J, Christiansen C, Brandi ML, Bruyere O, Chapurlat R, et al. Value of biomarkers in osteoarthritis: current status and perspectives. Ann Rheum Dis. 2013;72(11):1756–63.PubMedCentralPubMedCrossRef
8.
go back to reference Bruyere O, Cooper C, Arden N, Branco J, Brandi ML, Herrero-Beaumont G, et al. Can we identify patients with high risk of osteoarthritis progression who will respond to treatment? A focus on epidemiology and phenotype of osteoarthritis. Drugs Aging. 2015;32(3):179–87.PubMedCentralPubMedCrossRef Bruyere O, Cooper C, Arden N, Branco J, Brandi ML, Herrero-Beaumont G, et al. Can we identify patients with high risk of osteoarthritis progression who will respond to treatment? A focus on epidemiology and phenotype of osteoarthritis. Drugs Aging. 2015;32(3):179–87.PubMedCentralPubMedCrossRef
9.
go back to reference Belo JN, Berger MY, Reijman M, Koes BW, Bierma-Zeinstra SM. Prognostic factors of progression of osteoarthritis of the knee: a systematic review of observational studies. Arthritis Rheum. 2007;57(1):13–26.PubMedCrossRef Belo JN, Berger MY, Reijman M, Koes BW, Bierma-Zeinstra SM. Prognostic factors of progression of osteoarthritis of the knee: a systematic review of observational studies. Arthritis Rheum. 2007;57(1):13–26.PubMedCrossRef
10.
go back to reference Lohmander LS, Felson D. Can we identify a ‘high risk’ patient profile to determine who will experience rapid progression of osteoarthritis? Osteoarthr Cartil. 2004;12 Suppl A:S49–52.PubMedCrossRef Lohmander LS, Felson D. Can we identify a ‘high risk’ patient profile to determine who will experience rapid progression of osteoarthritis? Osteoarthr Cartil. 2004;12 Suppl A:S49–52.PubMedCrossRef
11.
go back to reference Tanamas S, Hanna FS, Cicuttini FM, Wluka AE, Berry P, Urquhart DM. Does knee malalignment increase the risk of development and progression of knee osteoarthritis? A systematic review. Arthritis Rheum. 2009;61(4):459–67.PubMedCrossRef Tanamas S, Hanna FS, Cicuttini FM, Wluka AE, Berry P, Urquhart DM. Does knee malalignment increase the risk of development and progression of knee osteoarthritis? A systematic review. Arthritis Rheum. 2009;61(4):459–67.PubMedCrossRef
12.
go back to reference Leyland KM, Hart DJ, Javaid MK, Judge A, Kiran A, Soni A, et al. The natural history of radiographic knee osteoarthritis: a fourteen-year population-based cohort study. Arthritis Rheum. 2012;64(7):2243–51.PubMedCrossRef Leyland KM, Hart DJ, Javaid MK, Judge A, Kiran A, Soni A, et al. The natural history of radiographic knee osteoarthritis: a fourteen-year population-based cohort study. Arthritis Rheum. 2012;64(7):2243–51.PubMedCrossRef
13.
go back to reference Soni A, Kiran A, Hart DJ, Leyland KM, Goulston L, Cooper C, et al. Prevalence of reported knee pain over twelve years in a community-based cohort. Arthritis Rheum. 2012;64(4):1145–52.PubMedCrossRef Soni A, Kiran A, Hart DJ, Leyland KM, Goulston L, Cooper C, et al. Prevalence of reported knee pain over twelve years in a community-based cohort. Arthritis Rheum. 2012;64(4):1145–52.PubMedCrossRef
14.
go back to reference Knoop J, van der Leeden M, Thorstensson CA, Roorda LD, Lems WF, Knol DL, et al. Identification of phenotypes with different clinical outcomes in knee osteoarthritis: data from the Osteoarthritis Initiative. Arthritis Care Res (Hoboken). 2011;63(11):1535–42.CrossRef Knoop J, van der Leeden M, Thorstensson CA, Roorda LD, Lems WF, Knol DL, et al. Identification of phenotypes with different clinical outcomes in knee osteoarthritis: data from the Osteoarthritis Initiative. Arthritis Care Res (Hoboken). 2011;63(11):1535–42.CrossRef
15.
go back to reference Bruyere O, Cooper C, Pelletier JP, Branco J, Luisa BM, Guillemin F, et al. An algorithm recommendation for the management of knee osteoarthritis in Europe and internationally: a report from a task force of the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis (ESCEO). Semin Arthritis Rheum. 2014;44(3):253–63.PubMedCrossRef Bruyere O, Cooper C, Pelletier JP, Branco J, Luisa BM, Guillemin F, et al. An algorithm recommendation for the management of knee osteoarthritis in Europe and internationally: a report from a task force of the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis (ESCEO). Semin Arthritis Rheum. 2014;44(3):253–63.PubMedCrossRef
17.
18.
go back to reference Raynauld JP, Martel-Pelletier J, Bias P, Laufer S, Haraoui B, Choquette D, et al. Protective effects of licofelone, a 5-lipoxygenase and cyclo-oxygenase inhibitor, versus naproxen on cartilage loss in knee osteoarthritis: a first multicentre clinical trial using quantitative MRI. Ann Rheum Dis. 2009;68(6):938–47.PubMedCrossRef Raynauld JP, Martel-Pelletier J, Bias P, Laufer S, Haraoui B, Choquette D, et al. Protective effects of licofelone, a 5-lipoxygenase and cyclo-oxygenase inhibitor, versus naproxen on cartilage loss in knee osteoarthritis: a first multicentre clinical trial using quantitative MRI. Ann Rheum Dis. 2009;68(6):938–47.PubMedCrossRef
19.
go back to reference Wildi LM, Raynauld JP, Martel-Pelletier J, Beaulieu A, Bessette L, Morin F, et al. Chondroitin sulphate reduces both cartilage volume loss and bone marrow lesions in knee osteoarthritis patients starting as early as 6 months after initiation of therapy: a randomised, double-blind, placebo-controlled pilot study using MRI. Ann Rheum Dis. 2011;70(6):982–9.PubMedCentralPubMedCrossRef Wildi LM, Raynauld JP, Martel-Pelletier J, Beaulieu A, Bessette L, Morin F, et al. Chondroitin sulphate reduces both cartilage volume loss and bone marrow lesions in knee osteoarthritis patients starting as early as 6 months after initiation of therapy: a randomised, double-blind, placebo-controlled pilot study using MRI. Ann Rheum Dis. 2011;70(6):982–9.PubMedCentralPubMedCrossRef
20.
go back to reference Pelletier JP, Roubille C, Raynauld JP, Abram F, Dorais M, Delorme P, et al. Disease-modifying effect of strontium ranelate in a subset of patients from the phase III knee osteoarthritis study SEKOIA using quantitative MRI: reduction in bone marrow lesions protects against cartilage loss. Ann Rheum Dis. 2015;74(2):422–9.PubMedCrossRef Pelletier JP, Roubille C, Raynauld JP, Abram F, Dorais M, Delorme P, et al. Disease-modifying effect of strontium ranelate in a subset of patients from the phase III knee osteoarthritis study SEKOIA using quantitative MRI: reduction in bone marrow lesions protects against cartilage loss. Ann Rheum Dis. 2015;74(2):422–9.PubMedCrossRef
21.
go back to reference Lohmander LS, Hellot S, Dreher D, Krantz EF, Kruger DS, Guermazi A, et al. Intraarticular sprifermin (recombinant human fibroblast growth factor 18) in knee osteoarthritis: a randomized, double-blind, placebo-controlled trial. Arthritis Rheumatol. 2014;66(7):1820–31.PubMedCrossRef Lohmander LS, Hellot S, Dreher D, Krantz EF, Kruger DS, Guermazi A, et al. Intraarticular sprifermin (recombinant human fibroblast growth factor 18) in knee osteoarthritis: a randomized, double-blind, placebo-controlled trial. Arthritis Rheumatol. 2014;66(7):1820–31.PubMedCrossRef
22.
go back to reference Martel-Pelletier J, Roubille C, Abram F, Hochberg MC, Dorais M, Delorme P, et al. First-line analysis of the effects of treatment on progression of structural changes in knee osteoarthritis over 24 months: data from the osteoarthritis initiative progression cohort. Ann Rheum Dis. 2015;74(3):547–56.PubMedCrossRef Martel-Pelletier J, Roubille C, Abram F, Hochberg MC, Dorais M, Delorme P, et al. First-line analysis of the effects of treatment on progression of structural changes in knee osteoarthritis over 24 months: data from the osteoarthritis initiative progression cohort. Ann Rheum Dis. 2015;74(3):547–56.PubMedCrossRef
23.
go back to reference Berthiaume MJ, Raynauld JP, Martel-Pelletier J, Labonte F, Beaudoin G, Bloch DA, et al. Meniscal tear and extrusion are strongly associated with progression of symptomatic knee osteoarthritis as assessed by quantitative magnetic resonance imaging. Ann Rheum Dis. 2005;64(4):556–63.PubMedCentralPubMedCrossRef Berthiaume MJ, Raynauld JP, Martel-Pelletier J, Labonte F, Beaudoin G, Bloch DA, et al. Meniscal tear and extrusion are strongly associated with progression of symptomatic knee osteoarthritis as assessed by quantitative magnetic resonance imaging. Ann Rheum Dis. 2005;64(4):556–63.PubMedCentralPubMedCrossRef
24.
go back to reference Pelletier JP, Raynauld JP, Berthiaume MJ, Abram F, Choquette D, Haraoui B, et al. Risk factors associated with the loss of cartilage volume on weight-bearing areas in knee osteoarthritis patients assessed by quantitative magnetic resonance imaging: a longitudinal study. Arthritis Res Ther. 2007;9(4):R74.PubMedCentralPubMedCrossRef Pelletier JP, Raynauld JP, Berthiaume MJ, Abram F, Choquette D, Haraoui B, et al. Risk factors associated with the loss of cartilage volume on weight-bearing areas in knee osteoarthritis patients assessed by quantitative magnetic resonance imaging: a longitudinal study. Arthritis Res Ther. 2007;9(4):R74.PubMedCentralPubMedCrossRef
25.
go back to reference Roubille C, Martel-Pelletier J, Abram F, Dorais M, Delorme P, Raynauld JP, et al. Insight into the role of meniscal extrusion and bone marrow lesions in knee osteoarthritis progression and their impact on response to strontium ranelate treatment in a subset of patients from the SEKOIA study. Ann Rheum Dis. 2014;73(Suppl 2):745.CrossRef Roubille C, Martel-Pelletier J, Abram F, Dorais M, Delorme P, Raynauld JP, et al. Insight into the role of meniscal extrusion and bone marrow lesions in knee osteoarthritis progression and their impact on response to strontium ranelate treatment in a subset of patients from the SEKOIA study. Ann Rheum Dis. 2014;73(Suppl 2):745.CrossRef
26.
go back to reference Pelletier JP, Roubille C, Abram F, Dorais M, Delorme P, Raynauld JP, et al. The effects of treatment on disease symptoms and progression of structural changes in knee osteoarthritis participants from the osteoarthritis initiative progression cohort. Arthritis Rheum. 2014;66(Suppl 11):S979. Pelletier JP, Roubille C, Abram F, Dorais M, Delorme P, Raynauld JP, et al. The effects of treatment on disease symptoms and progression of structural changes in knee osteoarthritis participants from the osteoarthritis initiative progression cohort. Arthritis Rheum. 2014;66(Suppl 11):S979.
27.
go back to reference Roubille C, Raynauld JP, Abram F, Paiement P, Dorais M, Delorme P, et al. The presence of meniscal lesions is a strong predictor of neuropathic pain in symptomatic knee osteoarthritis: a cross sectional pilot study. Arthritis Res Ther. 2014;16(6):507–14.PubMedCentralPubMedCrossRef Roubille C, Raynauld JP, Abram F, Paiement P, Dorais M, Delorme P, et al. The presence of meniscal lesions is a strong predictor of neuropathic pain in symptomatic knee osteoarthritis: a cross sectional pilot study. Arthritis Res Ther. 2014;16(6):507–14.PubMedCentralPubMedCrossRef
28.
go back to reference Roemer FW, Felson DT, Wang K, Crema MD, Neogi T, Zhang Y, et al. Co-localisation of non-cartilaginous articular pathology increases risk of cartilage loss in the tibiofemoral joint: the MOST study. Ann Rheum Dis. 2013;72(6):942–8.PubMedCrossRef Roemer FW, Felson DT, Wang K, Crema MD, Neogi T, Zhang Y, et al. Co-localisation of non-cartilaginous articular pathology increases risk of cartilage loss in the tibiofemoral joint: the MOST study. Ann Rheum Dis. 2013;72(6):942–8.PubMedCrossRef
29.
go back to reference Mazzuca SA, Brandt KD, Chakr R, Lane KA. Varus malalignment negates the structure-modifying benefits of doxycycline in obese women with knee osteoarthritis. Osteoarthr Cartil. 2010;18(8):1008–11.PubMedCentralPubMedCrossRef Mazzuca SA, Brandt KD, Chakr R, Lane KA. Varus malalignment negates the structure-modifying benefits of doxycycline in obese women with knee osteoarthritis. Osteoarthr Cartil. 2010;18(8):1008–11.PubMedCentralPubMedCrossRef
30.
go back to reference Conaghan PG, D’Agostino MA, Le BM, Baron G, Schmidely N, Wakefield R, et al. Clinical and ultrasonographic predictors of joint replacement for knee osteoarthritis: results from a large, 3-year, prospective EULAR study. Ann Rheum Dis. 2010;69(4):644–7.PubMedCrossRef Conaghan PG, D’Agostino MA, Le BM, Baron G, Schmidely N, Wakefield R, et al. Clinical and ultrasonographic predictors of joint replacement for knee osteoarthritis: results from a large, 3-year, prospective EULAR study. Ann Rheum Dis. 2010;69(4):644–7.PubMedCrossRef
31.
go back to reference Maricar N, Callaghan MJ, Felson DT. O’neill TW. Predictors of response to intra-articular steroid injections in knee osteoarthritis: a systematic review. Rheumatology (Oxford). 2013;52(6):1022–32.PubMedCentralCrossRef Maricar N, Callaghan MJ, Felson DT. O’neill TW. Predictors of response to intra-articular steroid injections in knee osteoarthritis: a systematic review. Rheumatology (Oxford). 2013;52(6):1022–32.PubMedCentralCrossRef
32.
go back to reference Van Spil WE, DeGroot J, Lems WF, Oostveen JC, Lafeber FP. Serum and urinary biochemical markers for knee and hip-osteoarthritis: a systematic review applying the consensus BIPED criteria. Osteoarthr Cartil. 2010;18(5):605–12.PubMedCrossRef Van Spil WE, DeGroot J, Lems WF, Oostveen JC, Lafeber FP. Serum and urinary biochemical markers for knee and hip-osteoarthritis: a systematic review applying the consensus BIPED criteria. Osteoarthr Cartil. 2010;18(5):605–12.PubMedCrossRef
33.
go back to reference Bauer DC, Hunter DJ, Abramson SB, Attur M, Corr M, Felson D, et al. Classification of osteoarthritis biomarkers: a proposed approach. Osteoarthr Cartil. 2006;14(8):723–7.PubMedCrossRef Bauer DC, Hunter DJ, Abramson SB, Attur M, Corr M, Felson D, et al. Classification of osteoarthritis biomarkers: a proposed approach. Osteoarthr Cartil. 2006;14(8):723–7.PubMedCrossRef
34.
35.
go back to reference Valdes AM, McWilliams D, Arden NK, Doherty SA, Wheeler M, Muir KR, et al. Involvement of different risk factors in clinically severe large joint osteoarthritis according to the presence of hand interphalangeal nodes. Arthritis Rheum. 2010;62(9):2688–95.PubMedCrossRef Valdes AM, McWilliams D, Arden NK, Doherty SA, Wheeler M, Muir KR, et al. Involvement of different risk factors in clinically severe large joint osteoarthritis according to the presence of hand interphalangeal nodes. Arthritis Rheum. 2010;62(9):2688–95.PubMedCrossRef
36.
go back to reference Barter MJ, Young DA. Epigenetic mechanisms and non-coding RNAs in osteoarthritis. Curr Rheumatol Rep. 2013;15(9):353.PubMedCrossRef Barter MJ, Young DA. Epigenetic mechanisms and non-coding RNAs in osteoarthritis. Curr Rheumatol Rep. 2013;15(9):353.PubMedCrossRef
37.
go back to reference Rodriguez-Fontenla C, Calaza M, Evangelou E, Valdes AM, Arden N, Blanco FJ, et al. Assessment of osteoarthritis candidate genes in a meta-analysis of nine genome-wide association studies. Arthritis Rheumatol. 2014;66(4):940–9.PubMedCrossRef Rodriguez-Fontenla C, Calaza M, Evangelou E, Valdes AM, Arden N, Blanco FJ, et al. Assessment of osteoarthritis candidate genes in a meta-analysis of nine genome-wide association studies. Arthritis Rheumatol. 2014;66(4):940–9.PubMedCrossRef
38.
go back to reference Valdes AM, Spector TD, Tamm A, Kisand K, Doherty SA, Dennison EM, et al. Genetic variation in the SMAD3 gene is associated with hip and knee osteoarthritis. Arthritis Rheum. 2010;62(8):2347–52.PubMedCrossRef Valdes AM, Spector TD, Tamm A, Kisand K, Doherty SA, Dennison EM, et al. Genetic variation in the SMAD3 gene is associated with hip and knee osteoarthritis. Arthritis Rheum. 2010;62(8):2347–52.PubMedCrossRef
39.
go back to reference Liying J, Yuchun T, Youcheng W, Yingchen W, Chunyu J, Yanling Y, et al. A SMAD3 gene polymorphism is related with osteoarthritis in a Northeast Chinese population. Rheumatol Int. 2013;33(7):1763–8.PubMedCrossRef Liying J, Yuchun T, Youcheng W, Yingchen W, Chunyu J, Yanling Y, et al. A SMAD3 gene polymorphism is related with osteoarthritis in a Northeast Chinese population. Rheumatol Int. 2013;33(7):1763–8.PubMedCrossRef
40.
go back to reference Valdes AM, De WG, Doherty SA, Lories RJ, Vaughn FL, Laslett LL, et al. The Ile585Val TRPV1 variant is involved in risk of painful knee osteoarthritis. Ann Rheum Dis. 2011;70(9):1556–61.PubMedCentralPubMedCrossRef Valdes AM, De WG, Doherty SA, Lories RJ, Vaughn FL, Laslett LL, et al. The Ile585Val TRPV1 variant is involved in risk of painful knee osteoarthritis. Ann Rheum Dis. 2011;70(9):1556–61.PubMedCentralPubMedCrossRef
41.
go back to reference Neogi T, Soni A, Doherty SA, Laslett LL, Maciewicz RA, Hart DJ, et al. Contribution of the COMT Val158Met variant to symptomatic knee osteoarthritis. Ann Rheum Dis. 2014;73(1):315–7.PubMedCentralPubMedCrossRef Neogi T, Soni A, Doherty SA, Laslett LL, Maciewicz RA, Hart DJ, et al. Contribution of the COMT Val158Met variant to symptomatic knee osteoarthritis. Ann Rheum Dis. 2014;73(1):315–7.PubMedCentralPubMedCrossRef
42.
go back to reference Elliott KS, Chapman K, Day-Williams A, Panoutsopoulou K, Southam L, Lindgren CM, et al. Evaluation of the genetic overlap between osteoarthritis with body mass index and height using genome-wide association scan data. Ann Rheum Dis. 2013;72(6):935–41.PubMedCentralPubMedCrossRef Elliott KS, Chapman K, Day-Williams A, Panoutsopoulou K, Southam L, Lindgren CM, et al. Evaluation of the genetic overlap between osteoarthritis with body mass index and height using genome-wide association scan data. Ann Rheum Dis. 2013;72(6):935–41.PubMedCentralPubMedCrossRef
43.
go back to reference Kerkhof HJ, Doherty M, Arden NK, Abramson SB, Attur M, Bos SD, et al. Large-scale meta-analysis of interleukin-1 beta and interleukin-1 receptor antagonist polymorphisms on risk of radiographic hip and knee osteoarthritis and severity of knee osteoarthritis. Osteoarthr Cartil. 2011;19(3):265–71.PubMedCrossRef Kerkhof HJ, Doherty M, Arden NK, Abramson SB, Attur M, Bos SD, et al. Large-scale meta-analysis of interleukin-1 beta and interleukin-1 receptor antagonist polymorphisms on risk of radiographic hip and knee osteoarthritis and severity of knee osteoarthritis. Osteoarthr Cartil. 2011;19(3):265–71.PubMedCrossRef
44.
go back to reference Raine EV, Dodd AW, Reynard LN, Loughlin J. Allelic expression analysis of the osteoarthritis susceptibility gene COL11A1 in human joint tissues. BMC Musculoskelet Disord. 2013;14:85.PubMedCentralPubMedCrossRef Raine EV, Dodd AW, Reynard LN, Loughlin J. Allelic expression analysis of the osteoarthritis susceptibility gene COL11A1 in human joint tissues. BMC Musculoskelet Disord. 2013;14:85.PubMedCentralPubMedCrossRef
45.
go back to reference Valdes AM, Evangelou E, Kerkhof HJ, Tamm A, Doherty SA, Kisand K, et al. The GDF5 rs143383 polymorphism is associated with osteoarthritis of the knee with genome-wide statistical significance. Ann Rheum Dis. 2011;70(5):873–5.PubMedCrossRef Valdes AM, Evangelou E, Kerkhof HJ, Tamm A, Doherty SA, Kisand K, et al. The GDF5 rs143383 polymorphism is associated with osteoarthritis of the knee with genome-wide statistical significance. Ann Rheum Dis. 2011;70(5):873–5.PubMedCrossRef
46.
go back to reference Sekimoto T, Ishii M, Emi M, Kurogi S, Funamoto T, Hamada H, et al. Segmental copy number loss in the region of Semaphorin 4D gene in patients with acetabular dysplasia. J Orthop Res. 2013;31(6):957–61.PubMedCrossRef Sekimoto T, Ishii M, Emi M, Kurogi S, Funamoto T, Hamada H, et al. Segmental copy number loss in the region of Semaphorin 4D gene in patients with acetabular dysplasia. J Orthop Res. 2013;31(6):957–61.PubMedCrossRef
47.
go back to reference McWilliams DF, Doherty SA, Jenkins WD, Maciewicz RA, Muir KR, Zhang W, et al. Mild acetabular dysplasia and risk of osteoarthritis of the hip: a case-control study. Ann Rheum Dis. 2010;69(10):1774–8.PubMedCrossRef McWilliams DF, Doherty SA, Jenkins WD, Maciewicz RA, Muir KR, Zhang W, et al. Mild acetabular dysplasia and risk of osteoarthritis of the hip: a case-control study. Ann Rheum Dis. 2010;69(10):1774–8.PubMedCrossRef
48.
go back to reference Diaz-Prado S, Cicione C, Muinos-Lopez E, Hermida-Gomez T, Oreiro N, Fernandez-Lopez C, et al. Characterization of microRNA expression profiles in normal and osteoarthritic human chondrocytes. BMC Musculoskelet Disord. 2012;13:144.PubMedCentralPubMedCrossRef Diaz-Prado S, Cicione C, Muinos-Lopez E, Hermida-Gomez T, Oreiro N, Fernandez-Lopez C, et al. Characterization of microRNA expression profiles in normal and osteoarthritic human chondrocytes. BMC Musculoskelet Disord. 2012;13:144.PubMedCentralPubMedCrossRef
49.
go back to reference Iliopoulos D, Malizos KN, Oikonomou P, Tsezou A. Integrative microRNA and proteomic approaches identify novel osteoarthritis genes and their collaborative metabolic and inflammatory networks. PLoS One. 2008;3(11):e3740.PubMedCentralPubMedCrossRef Iliopoulos D, Malizos KN, Oikonomou P, Tsezou A. Integrative microRNA and proteomic approaches identify novel osteoarthritis genes and their collaborative metabolic and inflammatory networks. PLoS One. 2008;3(11):e3740.PubMedCentralPubMedCrossRef
50.
go back to reference Ettinger WH, Davis MA, Neuhaus JM, Mallon KP. Long-term physical functioning in persons with knee osteoarthritis from NHANES. I: effects of comorbid medical conditions. J Clin Epidemiol. 1994;47(7):809–15.PubMedCrossRef Ettinger WH, Davis MA, Neuhaus JM, Mallon KP. Long-term physical functioning in persons with knee osteoarthritis from NHANES. I: effects of comorbid medical conditions. J Clin Epidemiol. 1994;47(7):809–15.PubMedCrossRef
51.
go back to reference Fried LP, Ferrucci L, Darer J, Williamson JD, Anderson G. Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care. J Gerontol A Biol Sci Med Sci. 2004;59(3):255–63.PubMedCrossRef Fried LP, Ferrucci L, Darer J, Williamson JD, Anderson G. Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care. J Gerontol A Biol Sci Med Sci. 2004;59(3):255–63.PubMedCrossRef
52.
go back to reference Rodriguez-Manas L, Feart C, Mann G, Vina J, Chatterji S, Chodzko-Zajko W, et al. Searching for an operational definition of frailty: a Delphi method based consensus statement: the frailty operative definition-consensus conference project. J Gerontol A Biol Sci Med Sci. 2013;68(1):62–7.PubMedCentralPubMedCrossRef Rodriguez-Manas L, Feart C, Mann G, Vina J, Chatterji S, Chodzko-Zajko W, et al. Searching for an operational definition of frailty: a Delphi method based consensus statement: the frailty operative definition-consensus conference project. J Gerontol A Biol Sci Med Sci. 2013;68(1):62–7.PubMedCentralPubMedCrossRef
53.
go back to reference Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146–56.PubMedCrossRef Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146–56.PubMedCrossRef
54.
go back to reference Rockwood K, Song X, MacKnight C, Bergman H, Hogan DB, McDowell I, et al. A global clinical measure of fitness and frailty in elderly people. CMAJ. 2005;173(5):489–95.PubMedCentralPubMedCrossRef Rockwood K, Song X, MacKnight C, Bergman H, Hogan DB, McDowell I, et al. A global clinical measure of fitness and frailty in elderly people. CMAJ. 2005;173(5):489–95.PubMedCentralPubMedCrossRef
55.
go back to reference Santos-Eggimann B, Cuenoud P, Spagnoli J, Junod J. Prevalence of frailty in middle-aged and older community-dwelling Europeans living in 10 countries. J Gerontol A Biol Sci Med Sci. 2009;64(6):675–81.PubMedCrossRef Santos-Eggimann B, Cuenoud P, Spagnoli J, Junod J. Prevalence of frailty in middle-aged and older community-dwelling Europeans living in 10 countries. J Gerontol A Biol Sci Med Sci. 2009;64(6):675–81.PubMedCrossRef
56.
go back to reference Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K. Frailty in elderly people. Lancet. 2013;381(9868):752–62.PubMedCrossRef Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K. Frailty in elderly people. Lancet. 2013;381(9868):752–62.PubMedCrossRef
57.
go back to reference Sourial N, Bergman H, Karunananthan S, Wolfson C, Payette H, Gutierrez-Robledo LM, et al. Implementing frailty into clinical practice: a cautionary tale. J Gerontol A Biol Sci Med Sci. 2013;68(12):1505–11.PubMedCrossRef Sourial N, Bergman H, Karunananthan S, Wolfson C, Payette H, Gutierrez-Robledo LM, et al. Implementing frailty into clinical practice: a cautionary tale. J Gerontol A Biol Sci Med Sci. 2013;68(12):1505–11.PubMedCrossRef
58.
go back to reference Cesari M. The European Union Geriatric Medicine Society (EUGMS) working group on “frailty in older persons”. J Frailty Aging 2013;118–20. Cesari M. The European Union Geriatric Medicine Society (EUGMS) working group on “frailty in older persons”. J Frailty Aging 2013;118–20.
59.
go back to reference Vellas B, Cestac P, Moley JE. Implementing frailty into clinical practice: we cannot wait. J Nutr Health Aging. 2012;16(7):599–600.PubMedCrossRef Vellas B, Cestac P, Moley JE. Implementing frailty into clinical practice: we cannot wait. J Nutr Health Aging. 2012;16(7):599–600.PubMedCrossRef
60.
go back to reference Wise BL, Parimi N, Zhang Y, Cawthon PM, Barrett-Connor E, Ensrud KE, et al. Frailty and hip osteoarthritis in men in the MrOS cohort. J Gerontol A Biol Sci Med Sci. 2014;69(5):602–8.PubMedCentralPubMedCrossRef Wise BL, Parimi N, Zhang Y, Cawthon PM, Barrett-Connor E, Ensrud KE, et al. Frailty and hip osteoarthritis in men in the MrOS cohort. J Gerontol A Biol Sci Med Sci. 2014;69(5):602–8.PubMedCentralPubMedCrossRef
61.
go back to reference Hoops ML, Rosenblatt NJ, Hurt CP, Crenshaw J, Grabiner MD. Does lower extremity osteoarthritis exacerbate risk factors for falls in older adults? Womens Health (Lond Engl). 2012;8(6):685–96.CrossRef Hoops ML, Rosenblatt NJ, Hurt CP, Crenshaw J, Grabiner MD. Does lower extremity osteoarthritis exacerbate risk factors for falls in older adults? Womens Health (Lond Engl). 2012;8(6):685–96.CrossRef
62.
go back to reference Sharma L, Pai YC, Holtkamp K, Rymer WZ. Is knee joint proprioception worse in the arthritic knee versus the unaffected knee in unilateral knee osteoarthritis? Arthritis Rheum. 1997;40(8):1518–25.PubMedCrossRef Sharma L, Pai YC, Holtkamp K, Rymer WZ. Is knee joint proprioception worse in the arthritic knee versus the unaffected knee in unilateral knee osteoarthritis? Arthritis Rheum. 1997;40(8):1518–25.PubMedCrossRef
63.
go back to reference Edwards MH, van der Pas S, Denkinger MD, Parsons C, Jameson KA, Schaap L, et al. Relationships between physical performance and knee and hip osteoarthritis: findings from the European Project on Osteoarthritis (EPOSA). Age Ageing. 2014;43(6):806–13.PubMedCentralPubMedCrossRef Edwards MH, van der Pas S, Denkinger MD, Parsons C, Jameson KA, Schaap L, et al. Relationships between physical performance and knee and hip osteoarthritis: findings from the European Project on Osteoarthritis (EPOSA). Age Ageing. 2014;43(6):806–13.PubMedCentralPubMedCrossRef
64.
go back to reference Cacciatore F, Della-Morte D, Basile C, Mazzella F, Mastrobuoni C, Salsano E, et al. Long-term mortality in frail elderly subjects with osteoarthritis. Rheumatology (Oxford). 2014;53(2):293–9.CrossRef Cacciatore F, Della-Morte D, Basile C, Mazzella F, Mastrobuoni C, Salsano E, et al. Long-term mortality in frail elderly subjects with osteoarthritis. Rheumatology (Oxford). 2014;53(2):293–9.CrossRef
65.
go back to reference Pilotto A, Ferrucci L, Franceschi M, D’Ambrosio LP, Scarcelli C, Cascavilla L, et al. Development and validation of a multidimensional prognostic index for one-year mortality from comprehensive geriatric assessment in hospitalized older patients. Rejuvenation Res. 2008;11(1):151–61.PubMedCentralPubMedCrossRef Pilotto A, Ferrucci L, Franceschi M, D’Ambrosio LP, Scarcelli C, Cascavilla L, et al. Development and validation of a multidimensional prognostic index for one-year mortality from comprehensive geriatric assessment in hospitalized older patients. Rejuvenation Res. 2008;11(1):151–61.PubMedCentralPubMedCrossRef
66.
go back to reference Karsdal MA, Christiansen C, Ladel C, Henriksen K, Kraus VB, Bay-Jensen AC. Osteoarthritis: a case for personalized health care? Osteoarthr Cartil. 2014;22(1):7–16.PubMedCrossRef Karsdal MA, Christiansen C, Ladel C, Henriksen K, Kraus VB, Bay-Jensen AC. Osteoarthritis: a case for personalized health care? Osteoarthr Cartil. 2014;22(1):7–16.PubMedCrossRef
67.
go back to reference Prieto-Alhambra D, Judge A, Javaid MK, Cooper C, Diez-Perez A, Arden NK. Incidence and risk factors for clinically diagnosed knee, hip and hand osteoarthritis: influences of age, gender and osteoarthritis affecting other joints. Ann Rheum Dis. 2014;73(9):1659–64.PubMedCentralPubMedCrossRef Prieto-Alhambra D, Judge A, Javaid MK, Cooper C, Diez-Perez A, Arden NK. Incidence and risk factors for clinically diagnosed knee, hip and hand osteoarthritis: influences of age, gender and osteoarthritis affecting other joints. Ann Rheum Dis. 2014;73(9):1659–64.PubMedCentralPubMedCrossRef
68.
go back to reference Dougados M, Gueguen A, Nguyen M, Berdah L, Lequesne M, Mazieres B, et al. Radiological progression of hip osteoarthritis: definition, risk factors and correlations with clinical status. Ann Rheum Dis. 1996;55(6):356–62.PubMedCentralPubMedCrossRef Dougados M, Gueguen A, Nguyen M, Berdah L, Lequesne M, Mazieres B, et al. Radiological progression of hip osteoarthritis: definition, risk factors and correlations with clinical status. Ann Rheum Dis. 1996;55(6):356–62.PubMedCentralPubMedCrossRef
70.
go back to reference McWilliams DF, Leeb BF, Muthuri SG, Doherty M, Zhang W. Occupational risk factors for osteoarthritis of the knee: a meta-analysis. Osteoarthr Cartil. 2011;19(7):829–39.PubMedCrossRef McWilliams DF, Leeb BF, Muthuri SG, Doherty M, Zhang W. Occupational risk factors for osteoarthritis of the knee: a meta-analysis. Osteoarthr Cartil. 2011;19(7):829–39.PubMedCrossRef
71.
go back to reference van Dijk GM, Veenhof C, Spreeuwenberg P, Coene N, Burger BJ, van Schaardenburg SD, et al. Prognosis of limitations in activities in osteoarthritis of the hip or knee: a 3-year cohort study. Arch Phys Med Rehabil. 2010;91(1):58–66.PubMedCrossRef van Dijk GM, Veenhof C, Spreeuwenberg P, Coene N, Burger BJ, van Schaardenburg SD, et al. Prognosis of limitations in activities in osteoarthritis of the hip or knee: a 3-year cohort study. Arch Phys Med Rehabil. 2010;91(1):58–66.PubMedCrossRef
72.
go back to reference Wluka AE, Cicuttini FM, Spector TD. Menopause, oestrogens and arthritis. Maturitas. 2000;35(3):183–99.PubMedCrossRef Wluka AE, Cicuttini FM, Spector TD. Menopause, oestrogens and arthritis. Maturitas. 2000;35(3):183–99.PubMedCrossRef
73.
go back to reference Abhishek A, Doherty S, Maciewicz R, Muir K, Zhang W, Doherty M. Evidence of a systemic predisposition to chondrocalcinosis and association between chondrocalcinosis and osteoarthritis at distant joints: a cross-sectional study. Arthritis Care Res (Hoboken). 2013;65(7):1052–8.CrossRef Abhishek A, Doherty S, Maciewicz R, Muir K, Zhang W, Doherty M. Evidence of a systemic predisposition to chondrocalcinosis and association between chondrocalcinosis and osteoarthritis at distant joints: a cross-sectional study. Arthritis Care Res (Hoboken). 2013;65(7):1052–8.CrossRef
74.
go back to reference Cooper C, Snow S, McAlindon TE, Kellingray S, Stuart B, Coggon D, et al. Risk factors for the incidence and progression of radiographic knee osteoarthritis. Arthritis Rheum. 2000;43(5):995–1000.PubMedCrossRef Cooper C, Snow S, McAlindon TE, Kellingray S, Stuart B, Coggon D, et al. Risk factors for the incidence and progression of radiographic knee osteoarthritis. Arthritis Rheum. 2000;43(5):995–1000.PubMedCrossRef
75.
go back to reference Roos H, Lauren M, Adalberth T, Roos EM, Jonsson K, Lohmander LS. Knee osteoarthritis after meniscectomy: prevalence of radiographic changes after twenty-one years, compared with matched controls. Arthritis Rheum. 1998;41(4):687–93.PubMedCrossRef Roos H, Lauren M, Adalberth T, Roos EM, Jonsson K, Lohmander LS. Knee osteoarthritis after meniscectomy: prevalence of radiographic changes after twenty-one years, compared with matched controls. Arthritis Rheum. 1998;41(4):687–93.PubMedCrossRef
76.
go back to reference Cooper C, Inskip H, Croft P, Campbell L, Smith G, McLaren M, et al. Individual risk factors for hip osteoarthritis: obesity, hip injury, and physical activity. Am J Epidemiol. 1998;147(6):516–22.PubMedCrossRef Cooper C, Inskip H, Croft P, Campbell L, Smith G, McLaren M, et al. Individual risk factors for hip osteoarthritis: obesity, hip injury, and physical activity. Am J Epidemiol. 1998;147(6):516–22.PubMedCrossRef
77.
go back to reference Richmond SA, Fukuchi RK, Ezzat A, Schneider K, Schneider G, Emery CA. Are joint injury, sport activity, physical activity, obesity, or occupational activities predictors for osteoarthritis? A systematic review. J Orthop Sports Phys Ther. 2013;43(8):B515–9.CrossRef Richmond SA, Fukuchi RK, Ezzat A, Schneider K, Schneider G, Emery CA. Are joint injury, sport activity, physical activity, obesity, or occupational activities predictors for osteoarthritis? A systematic review. J Orthop Sports Phys Ther. 2013;43(8):B515–9.CrossRef
Metadata
Title
Can We Identify Patients with High Risk of Osteoarthritis Progression Who Will Respond to Treatment? A Focus on Biomarkers and Frailty
Authors
Nigel Arden
Pascal Richette
Cyrus Cooper
Olivier Bruyère
Eric Abadie
Jaime Branco
Maria Luisa Brandi
Francis Berenbaum
Cécile Clerc
Elaine Dennison
Jean-Pierre Devogelaer
Marc Hochberg
Pieter D’Hooghe
Gabriel Herrero-Beaumont
John A. Kanis
Andrea Laslop
Véronique Leblanc
Stefania Maggi
Giuseppe Mautone
Jean-Pierre Pelletier
Florence Petit-Dop
Susanne Reiter-Niesert
René Rizzoli
Lucio Rovati
Eleonora Tajana Messi
Yannis Tsouderos
Johanne Martel-Pelletier
Jean-Yves Reginster
Publication date
01-07-2015
Publisher
Springer International Publishing
Published in
Drugs & Aging / Issue 7/2015
Print ISSN: 1170-229X
Electronic ISSN: 1179-1969
DOI
https://doi.org/10.1007/s40266-015-0276-7

Other articles of this Issue 7/2015

Drugs & Aging 7/2015 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.