Improved prediction of knee osteoarthritis progression by genetic polymorphisms: the Arthrotest Study

被引:26
作者
Blanco, Francisco J. [1 ]
Moeller, Ingrid [2 ]
Romera, Montserrat [3 ]
Rozadilla, Antoni [3 ]
Sanchez-Lazaro, Jaime A. [4 ]
Rodriguez, Arturo [5 ]
Galvez, Jose [6 ]
Fores, Joaquim [7 ]
Monfort, Jordi [8 ]
Ojeda, Soledad [9 ]
Moragues, Carme [10 ]
Angel Caracuel, Miguel [11 ,16 ]
Clavaguera, Teresa [12 ]
Valdes, Carmen [13 ]
Maria Soler, Josep [14 ]
Orellana, Cristobal [15 ]
Angel Belmonte, Miguel
Martin, Florentina [17 ]
Gimenez, Sergio [18 ]
Ucar, Eduardo [19 ]
Pous, Josep [20 ]
Bartolome, Nerea [21 ]
Artieda, Marta [21 ]
Szczypiorska, Magdalena [21 ]
Tejedor, Diego [21 ]
Martinez, Antonio [21 ]
Montell, Eulalia [22 ]
Martinez, Helena [22 ]
Herrero, Marta [22 ]
Verges, Josep [22 ]
机构
[1] UDC, Serv Reumatol, INIBIC, CHUAC, La Coruna, Spain
[2] Inst Poal Reumatol, Reumatol, Barcelona, Spain
[3] Hosp Univ Bellvitge, Serv Reumatol, Lhospitalet De Llobregat, Spain
[4] Hosp Leon, Serv Traumatol, Leon, Spain
[5] Hosp Santa Creu & Sant Pau, Serv Reumatol, Barcelona, Spain
[6] Hosp Jose Maria Morales Meseguer, Serv Reumatol, Murcia, Spain
[7] Hosp Clin Barcelona, Serv Traumatol, Barcelona, Spain
[8] Parc Salut Mar, Serv Reumatol, Barcelona, Spain
[9] Hosp Univ Gran Canaria Doctor Negrin, Serv Reumatol, Las Palmas Gran Canaria, Spain
[10] Hosp Plato, Serv Reumatol, Barcelona, Spain
[11] Hosp Reina Sofia, Serv Reumatol, Cordoba, Spain
[12] Hosp Palamos, Serv Reumatol, Palamos, Spain
[13] Ctr Salud Atenc Primaria Fuencarral, Madrid, Spain
[14] Hosp Badalona Germans Trias & Pujol, Serv Traumatol, Badalona, Spain
[15] Corp Sanitaria Parc Tauli, Serv Reumatol, Sabadell, Spain
[16] Hosp Gen Castellon, Serv Reumatol, Castellon de La Plana, Spain
[17] Ctr Salud Atenc Primaria Soto del Real, Madrid, Spain
[18] Ctr Salud Atenc Primaria Limonar, Malaga, Spain
[19] Hosp Basurto, Serv Reumatol, Bilbao, Spain
[20] Ctr Med Teknon, Serv Traumatol, Barcelona, Spain
[21] Progen Biopharma SA, Dept Res & Dev, Barcelona, Spain
[22] Bioiberica SA, Pharmasci Div, Res & Dev Area, Barcelona, Spain
关键词
knee osteoarthritis; single nucleotide polymorphism; radiographic progression; PROGNOSTIC-FACTORS; RISK-FACTORS; ASSOCIATION; SUSCEPTIBILITY; CELLS; HIP;
D O I
10.1093/rheumatology/keu478
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Objective. The aim of this study was to develop a genetic prognostic tool to predict radiographic progression towards severe disease in primary knee OA (KOA) patients. Methods. This investigation was a cross-sectional, retrospective, multicentric association study in 595 Spanish KOA patients. Caucasian patients aged >= 40 years at the time of diagnosis of primary KOA of Kellgren-Lawrence grade 2 or 3 were included. Patients who progressed to Kellgren-Lawrence score 4 or who were referred for total knee replacement within 8 years after diagnosis were classified as progressors to severe disease. Clinical variables of the initial stages of the disease (gender, BMI, age at diagnosis, OA in the contralateral knee, and OA in other joints) were registered as potential predictors. Single nucleotide polymorphisms and clinical variables with an association of P < 0.05 were included in the multivariate analysis using forward logistic regression. Results. A total of 23 single nucleotide polymorphisms and the time of primary KOA diagnosis were significantly associated with KOA severe progression in the exploratory cohort (n = 220; P < 0.05). The predictive accuracy of the clinical variables was limited: area under the curve (AUC) = 0.66. When genetic variables were added to the clinical model (full model), the prediction of KOA progression was significantly improved (AUC = 0.82). Combining only genetic variables (rs2073508, rs10845493, rs2206593, rs10519263, rs874692, rs7342880, rs780094 and rs12009), a predictive model with good accuracy was also obtained (AUC = 0.78). The predictive ability for KOA progression of the full model was confirmed on the replication cohort (two-sample Z-test; n = 62; P = 0.190). Conclusion. An accurate prognostic tool to predict primary KOA progression has been developed based on genetic and clinical information from OA patients.
引用
收藏
页码:1236 / 1243
页数:8
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