Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
Department of Orthopaedics, Aarhus University Hospital, Aarhus, Denmark.
Clin Respir J. 2023 Mar;17(3):229-240. doi: 10.1111/crj.13579. Epub 2023 Jan 3.
Patients undergoing major cardiothoracic or abdominal surgery are at increased risk of developing post-operative pulmonary complications (PPC), but respiratory physiotherapy can prevent PPC. We have previously developed the PPC Risk Prediction Score to allocate physiotherapists' resources and stratify patients into three risk groups. In this study, we performed a temporal external validation of the PPC Risk Prediction Score. Such validation is rare and adds to the originality of this study.
A cohort of 360 patients, admitted to undergo elective cardiothoracic or abdominal surgery, were included. Performance and clinical usefulness of the PPC Risk Prediction Score were estimated through discrimination, calibration and clinical usefulness, and the score was updated.
The score showed c-statistics of 0.62. Related to clinical usefulness, a cut point at 8 gave a sensitivity of 0.49 and a specificity of 0.70, whereas a cut point at 12 gave a sensitivity of 0.13 and a specificity of 0.95. Two predictors included in the development sample score, thoraco-abdominal incision odds ratio (OR) 2.74 (1.12;6.71) and sternotomy OR 2.09 (1.18;3.72), were statistically significantly associated to PPC in the validation sample.
The score was not able to discriminate between patients with and without PPC; neither was the updated score, but the study identified clinically relevant risk factors for developing PPC.
接受心胸或腹部大手术的患者发生术后肺部并发症(PPC)的风险增加,但呼吸物理治疗可以预防 PPC。我们之前开发了 PPC 风险预测评分,以分配物理治疗师的资源并将患者分为三个风险组。在这项研究中,我们对 PPC 风险预测评分进行了时间性外部验证。这种验证很少见,增加了这项研究的原创性。
纳入了 360 名接受择期心胸或腹部手术的患者。通过区分度、校准和临床实用性评估 PPC 风险预测评分的表现和临床实用性,并对评分进行了更新。
该评分的 C 统计量为 0.62。与临床实用性相关,截断值为 8 时,敏感性为 0.49,特异性为 0.70,而截断值为 12 时,敏感性为 0.13,特异性为 0.95。在验证样本中,开发样本中包含的两个预测因子,胸腹切开术比值比(OR)2.74(1.12;6.71)和胸骨切开术 OR 2.09(1.18;3.72)与 PPC 有统计学显著相关性。
该评分无法区分有无 PPC 的患者;更新后的评分也无法区分,但该研究确定了 PPC 发生的临床相关危险因素。