Research Institute for Sports and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom.
Research Institute for Sports and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom; Radboud Institute for Health Sciences, Department of Physiology, Radboud University Medical Center, Nijmegen, the Netherlands.
Arch Phys Med Rehabil. 2021 Jan;102(1):27-34. doi: 10.1016/j.apmr.2020.07.013. Epub 2020 Aug 27.
To explore whether traditional models of cardiovascular disease (CVD) risk prediction correctly predict CVD events across a median 5.7-year follow-up period in individuals with spinal cord injury (SCI) and whether adding SCI-related characteristics (ie, lesion level) to the prediction model can improve the prognostic value.
Retrospective analysis of patient records.
Observation at the start of active rehabilitation of participants in a multicenter cohort study, "Restoration of (Wheelchair) Mobility in SCI Rehabilitation," in the Netherlands.
Patients with SCI (N=200) The patients were 74% men, aged 40±14 years, and with an American Spinal Injury Association (ASIA) impairment score of A through D. Forty percent had tetraplegia, and 69% were motor complete.
Risk profiling/not applicable.
Survival status and cardiovascular morbidity and mortality qwere obtained from medical records. Five-year Framingham Risk Scores (FRS) and the FRS ability to predict events assessed using receiver operating characteristic (ROC) curves with corresponding areas under the curve (AUC) and 95% confidence intervals (CI). Kaplan-Meier curves and the log-rank test were used to assess the difference in clinical outcome between participants with an FRS score lower or higher than the median FRS score for the cohort. SCI-related factors associated with CVD events, ASIA impairment, motor completeness, level of injury, and sports participation before injury were explored using univariate and multivariate Cox proportional hazard regression.
The median 5-year FRS was 1.36%. Across a median follow-up period of 5.7 years, 39 developed a CVD event, including 10 fatalities. Although the FRS markedly underestimated the true occurrence of CVD events, the Kaplan-Meier curves and the log-rank test showed that the risk ratio for individuals with an FRS score less than the median FRS (eg, low risk) versus a score greater than the median FRS (high risk) was 3.2 (95% CI, 1.6-6.5; P=.001). Moreover, ROC with corresponding AUCs suggests acceptable accuracy of the FRS to identify individuals with increased risk for future CVD events (ROC AUC of 0.71; 95% CI, 0.62-0.82). Adding ASIA impairment (0.74; 95% CI, 0.66-0.82), motor impairment (0.74; 95% CI, 0.66-0.83), level of injury (0.72; 95% CI, 0.63-0.81), or active engagement in sport before injury (0.72; 95% CI, 0.63-0.88) to the FRS did not improve the level of discrimination.
Our 5.7-year retrospective study reveals that cardiovascular risk factors and risk models markedly underestimate the true risk for CVD events in individuals with SCI. Nonetheless, these markers successfully distinguish between SCI individuals at high versus low risk for future CVD events. Our data may have future clinical implications, both related to (cutoff values of) CVD risk factors, but also for (earlier) prescription of (non)pharmacologic strategies against CVD in SCI individuals.
探索在脊髓损伤(SCI)患者中,传统心血管疾病(CVD)风险预测模型是否能正确预测中位随访 5.7 年期间的 CVD 事件,以及是否可以通过添加 SCI 相关特征(即损伤水平)来提高预测模型的预后价值。
患者病历的回顾性分析。
荷兰“SCI 康复中(轮椅)移动能力恢复”多中心队列研究参与者积极康复开始时的观察。
200 名 SCI 患者,患者中 74%为男性,年龄 40±14 岁,美国脊髓损伤协会(ASIA)损伤评分 A 至 D。40%为四肢瘫痪,69%为运动完全性损伤。
风险分析/不适用。
通过病历获取患者的生存状况和心血管发病率及死亡率。使用接受者操作特征(ROC)曲线及其相应的曲线下面积(AUC)和 95%置信区间(CI)评估 5 年Framingham 风险评分(FRS)和 FRS 预测事件的能力。Kaplan-Meier 曲线和对数秩检验用于评估 FRS 评分低于或高于队列中位数的参与者之间临床结局的差异。使用单变量和多变量 Cox 比例风险回归模型探索与 CVD 事件相关的 SCI 相关因素、ASIA 损伤程度、运动完全性、损伤水平和受伤前运动参与情况。
中位 5 年 FRS 为 1.36%。在中位 5.7 年的随访期间,39 人发生了 CVD 事件,包括 10 人死亡。尽管 FRS 明显低估了 CVD 事件的真实发生情况,但 Kaplan-Meier 曲线和对数秩检验表明,FRS 评分低于中位数(低风险)与评分高于中位数(高风险)的个体之间的风险比为 3.2(95%CI,1.6-6.5;P=.001)。此外,ROC 及其 AUC 表明 FRS 能够准确识别未来 CVD 事件风险增加的个体(AUC 为 0.71;95%CI,0.62-0.82)。添加 ASIA 损伤(0.74;95%CI,0.66-0.82)、运动损伤(0.74;95%CI,0.66-0.83)、损伤水平(0.72;95%CI,0.63-0.81)或受伤前积极运动(0.72;95%CI,0.63-0.88)到 FRS 并不能提高区分度。
我们的 5.7 年回顾性研究表明,心血管危险因素和风险模型明显低估了 SCI 患者 CVD 事件的真实风险。尽管如此,这些标志物成功地区分了 SCI 患者的未来 CVD 事件高风险和低风险。我们的数据可能具有未来的临床意义,不仅与 CVD 危险因素(临界值)有关,还与 SCI 患者 CVD 的(早期)非药物治疗策略有关。