Derivation and Validation of a Prediction Rule for Two-Year Mortality in Early Diffuse Cutaneous Systemic Sclerosis

被引:35
|
作者
Domsic, Robyn T. [1 ]
Nihtyanova, Svetlana I. [2 ]
Wisniewski, Stephen R. [1 ]
Fine, Michael J. [1 ,3 ]
Lucas, Mary [1 ]
Kwoh, C. Kent [1 ,3 ]
Denton, Christopher P. [2 ]
Medsger, Thomas A., Jr. [1 ]
机构
[1] Univ Pittsburgh, Pittsburgh, PA 15261 USA
[2] UCL, Sch Med, Royal Free Hosp, London W1N 8AA, England
[3] Vet Affairs Pittsburgh Healthcare, Vet Affairs Ctr Hlth Equ Res & Promot, Pittsburgh, PA USA
关键词
CLINICAL-PREDICTION; SCLERODERMA; SURVIVAL; FEATURES; DEATH; EMPHASIS; DISEASE; COHORT; MODEL;
D O I
10.1002/art.38381
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective. Systemic sclerosis (SSc) is associated with a reduction in life expectancy, but there are no validated prognostic models for determining short-term mortality. The objective of this study was to derive and validate a prediction rule for 2-year mortality in patients with early diffuse cutaneous SSc (dcSSc). Methods. We studied a prospectively enrolled cohort of 387 US Caucasian patients with early dcSSc (<2 years from the appearance of the first symptom), randomly divided into a derivation cohort (n = 260) and a validation cohort (n = 127). Predefined baseline predictor variables were analyzed in a stepwise multi-variable logistic regression model in order to identify factors independently associated with 2-year all-cause mortality using a cutoff of P < 0.05. We rounded the beta values to the nearest integer and summed the points assigned to each variable in order to stratify patients into low-risk, moderate-risk, and high-risk groups. We then applied this rule to an external validation cohort of 110 Caucasian patients with early dcSSc from a single UK center and compared stratum-specific mortality using chi-square statistics. Results. Four independent predictor variables (with assigned integer values) comprised the model: age at first visit (points allotted: -1, 0, or 1), skin thickness progression rate (points allotted: 0 or 1), gastrointestinal tract severity (points allotted: 0, 1, or 2), and anemia (points allotted: 0 or 2). The prediction model performed well, with no significant differences between the derivation cohort and the US or UK validation cohorts in the low-risk and moderate-risk groups. Conclusion. We derived a 4-variable prediction rule that can be used to stratify patients with early dcSSc into groups by risk of 2-year mortality, and we validated that prediction rule in US and UK cohorts.
引用
收藏
页码:1616 / 1624
页数:9
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