External validation of the accuracy of cardiovascular risk prediction tools in psoriatic disease: a UK Biobank study

被引:0
作者
Hughes, David M. [1 ]
Yiu, Zenas Z. N. [2 ,3 ]
Zhao, Sizheng Steven [4 ]
机构
[1] Univ Liverpool, Dept Hlth Data Sci, Liverpool, England
[2] Univ Manchester, Northern Care Alliance NHS Fdn Trust, Natl Inst Hlth, Ctr Dermatol Res,Manchester Acad Hlth Sci Ctr, Manchester, England
[3] Care Res Manchester Biomed Res Ctr, Manchester, England
[4] Univ Manchester, Manchester Acad Hlth Sci Ctr, Ctr Musculoskeletal Res, Fac Biol Med & Hlth,Div Musculoskeletal & Dermatol, Manchester, England
关键词
Cardiovascular risk prediction; Psoriasis; Psoriatic arthritis; Rheumatoid arthritis; UK Biobank; Validation; RHEUMATOID-ARTHRITIS; SCORE; ALGORITHMS; EVENTS;
D O I
10.1007/s10067-025-07325-y
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
IntroductionRisk prediction is important for preventing and managing cardiovascular disease (CVD). CVD risk prediction tools designed for the general population may be inaccurate in people with inflammatory diseases.ObjectivesTo investigate the performance of four cardiovascular risk prediction tools (QRISK3, Framingham Risk Score, Reynolds Risk Score and SCORE) in psoriatic arthritis (PsA) and psoriasis. We also compare performance in participants with no inflammatory conditions and in people with rheumatoid arthritis (RA).MethodsThis research utilised the UK Biobank Resource. We identified participants with PsA, psoriasis and RA and calculated their cardiovascular risk using each risk tool. We assessed model calibration by comparing observed and predicted outcomes. Discrimination of 10-year risk prediction was assessed using time-dependent area under ROC curve (AUC), sensitivity, specificity, positive and negative predictive values.ResultsWe included 769 individuals with PsA, 8062 with psoriasis and 4772 with RA when assessing the QRISK3 tool. Predictions for individuals with psoriasis were roughly as accurate as those with no inflammatory conditions with time-dependent AUC of 0.74 (95%CI, 0.72, 0.76) and of 0.74 (95%CI, 0.72, 0.77) respectively. In contrast, individuals with PsA obtained the least accurate predictions with an AUC of 0.70 (95%CI, 0.64, 0.76). Individuals with RA also obtained less accurate predictions with AUC of 0.72 (0.69,0.74). For the Framingham risk score, AUCs varied between 0.61 (95%CI, 0.55, 0.68) for participants with PsA and 0.71 (95%CI, 0.68, 0.74) for individuals with no inflammatory condition.ConclusionsIn general, CVD risk prediction accuracy was similar for individuals with psoriasis or no inflammatory condition, but lower for individuals with PsA or RA.
引用
收藏
页码:1151 / 1161
页数:11
相关论文
共 32 条
[1]   Psoriasis and Major Adverse Cardiovascular Events: A Systematic Review and Meta-Analysis of Observational Studies [J].
Armstrong, Ehrin J. ;
Harskamp, Caitlin T. ;
Armstrong, April W. .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2013, 2 (02) :e000062
[2]   Performance of four current risk algorithms in predicting cardiovascular events in patients with early rheumatoid arthritis [J].
Arts, E. E. A. ;
Popa, C. ;
Den Broeder, A. A. ;
Semb, A. G. ;
Toms, T. ;
Kitas, G. D. ;
van Riel, P. L. ;
Fransen, J. .
ANNALS OF THE RHEUMATIC DISEASES, 2015, 74 (04) :668-674
[3]   Estimating and comparing time-dependent areas under receiver operating characteristic curves for censored event times with competing risks [J].
Blanche, Paul ;
Dartigues, Jean-Francois ;
Jacqmin-Gadda, Helene .
STATISTICS IN MEDICINE, 2013, 32 (30) :5381-5397
[4]  
Cafaro G, 2021, CLIN EXP RHEUMATOL, V39, pS107, DOI 10.55563/clinexprheumatol/xef8uz
[5]   Cross-sectional analysis of educational inequalities in primary prevention statin use in UK Biobank [J].
Carter, Alice Rose ;
Gill, Dipender ;
Smith, George Davey ;
Taylor, Amy E. ;
Davies, Neil M. ;
Howe, Laura D. .
HEART, 2022, 108 (07) :536-542
[6]   Predictive Utility of Cardiovascular Risk Prediction Algorithms in Inflammatory Rheumatic Diseases: A Systematic Review [J].
Colaco, Keith ;
Ocampo, Vanessa ;
Ayala, Ana Patricia ;
Harvey, Paula ;
Gladman, Dafna D. ;
Piguet, Vincent ;
Eder, Lihi .
JOURNAL OF RHEUMATOLOGY, 2020, 47 (06) :928-938
[7]   Moderate-to-severe plaque psoriasis, described by PASI ≥10%, can be associated with higher cardiovascular risk according to seven risk algorithms: Results of a 10-year single-center retrospective study and clinical management of psoriatic patients with cardiovascular risk [J].
Conforti, Claudio ;
Currado, Damiano ;
Navarini, Luca ;
Retrosi, Chiara ;
Giuffrida, Roberta ;
Zelin, Enrico ;
Afeltra, Antonella ;
di Meo, Nicola ;
Dianzani, Caterina ;
Zalaudek, Iris .
DERMATOLOGIC THERAPY, 2020, 33 (06)
[8]   Estimation of ten-year risk of fatal cardiovascular disease in Europe:: the SCORE project [J].
Conroy, RM ;
Pyörälä, K ;
Fitzgerald, AP ;
Sans, S ;
Menotti, A ;
De Backer, G ;
De Bacquer, D ;
Ducimetière, P ;
Jousilahti, P ;
Keil, U ;
Njolstad, I ;
Oganov, RG ;
Thomsen, T ;
Tunstall-Pedoe, H ;
Tverdal, A ;
Wedel, H ;
Whincup, P ;
Wilhelmsen, L ;
Graham, IM .
EUROPEAN HEART JOURNAL, 2003, 24 (11) :987-1003
[9]   Cardiovascular risk factors predicting cardiac events are different in patients with rheumatoid arthritis, psoriatic arthritis, and psoriasis [J].
Cooksey, Roxanne ;
Brophy, Sinead ;
Kennedy, Jonathan ;
Gutierrez, Fabiola Fernandez ;
Pickles, Tim ;
Davies, Ruth ;
Piguet, Vincent ;
Choy, Ernest .
SEMINARS IN ARTHRITIS AND RHEUMATISM, 2018, 48 (03) :367-373
[10]   Impact of risk factors associated with cardiovascular outcomes in patients with rheumatoid arthritis [J].
Crowson, Cynthia S. ;
Rollefstad, Silvia ;
Ikdahl, Eirik ;
Kitas, George D. ;
van Riel, Piet L. C. M. ;
Gabriel, Sherine E. ;
Matteson, Eric L. ;
Kvien, Tore K. ;
Douglas, Karen ;
Sandoo, Aamer ;
Arts, Elke ;
Wallberg-Jonsson, Solveig ;
Innala, Lena ;
Karpouzas, George ;
Dessein, Patrick H. ;
Tsang, Linda ;
El-Gabalawy, Hani ;
Hitchon, Carol ;
Pascual Ramos, Virginia ;
Contreras Yanez, Irazu ;
Sfikakis, Petros P. ;
Zampeli, Evangelia ;
Gonzalez-Gay, Miguel A. ;
Corrales, Alfonso ;
van de laar, Mart ;
Vonkeman, Harald E. ;
Meek, Inger ;
Samb, Anne Grete .
ANNALS OF THE RHEUMATIC DISEASES, 2018, 77 (01) :48-54