Sriram Ramgopal, Jillian K Gorski, Pradip P Chaudhari, Ryan G Spurrier, Christopher M Horvat, Michelle L Macy, Rebecca E Cash, Anne M Stey, Christian Martin-Gill
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Our outcome was major trauma defined by the standardized triage assessment tool (STAT) criteria. Our exposure of interest was the SI. We empirically-derived upper and lower cutpoints for the SI using age-adjusted Z-scores. We compared the performance of these to the SI, pediatric-adjusted (SIPA), and the Pediatric SI (PSI). We validated the performance of the cutpoints in the 2019 NTDB.</p><p><strong>Results: </strong>We included 64,326 and 64,316 children in the derivation and validation samples, of whom 4.9 % (derivation) and 4.0 % (validation) experienced major trauma. The empirically-derived age-adjusted SI cutpoints had a sensitivity of 43.2 % and a specificity of 79.4 % for major trauma in the validation sample. The sensitivity of the PSI for major trauma was 33.9 %, with a specificity of 90.7 % among children 1-17 years of age. The sensitivity of the SIPA was 37.4 %, with a specificity of 87.8 % among children 4-16 years of age. Evaluated using logistic regression, patients with an elevated age-adjusted SI had 3.97 greater odds (95 % confidence interval [CI] 3.63-4.33) of major trauma compared to those with a normal age-adjusted SI. Patients with a depressed SI had 1.55 greater odds (95 % CI 1.36-1.78) of major trauma. The area under the receiver operator characteristic curve (AUROC) for the empirically-derived model (0.62, 95 % CI 0.61-0.63) was similar to the AUROC for PSI (0.62, 95 % CI 0.61-0.63); both of which were greater than the SIPA model (0.58, 95 % CI 0.57-0.59).</p><p><strong>Conclusion: </strong>Age-adjusted SI cutpoints demonstrated a mild gain in sensitivity compared to existing measures. 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We sought to empirically-derive age-adjusted SI cutpoints associated with major trauma in children, and to compare the accuracy of these cutpoints to existing criteria for pediatric SI.</p><p><strong>Methods: </strong>We performed a retrospective cohort study using the 2021 National Trauma Data Bank (NTDB) Participant Use File. We included injured children (<18 years), excluding patients with traumatic arrests, mechanical ventilation upon hospital presentation, and inter-facility transfers. Our outcome was major trauma defined by the standardized triage assessment tool (STAT) criteria. Our exposure of interest was the SI. We empirically-derived upper and lower cutpoints for the SI using age-adjusted Z-scores. We compared the performance of these to the SI, pediatric-adjusted (SIPA), and the Pediatric SI (PSI). We validated the performance of the cutpoints in the 2019 NTDB.</p><p><strong>Results: </strong>We included 64,326 and 64,316 children in the derivation and validation samples, of whom 4.9 % (derivation) and 4.0 % (validation) experienced major trauma. The empirically-derived age-adjusted SI cutpoints had a sensitivity of 43.2 % and a specificity of 79.4 % for major trauma in the validation sample. The sensitivity of the PSI for major trauma was 33.9 %, with a specificity of 90.7 % among children 1-17 years of age. The sensitivity of the SIPA was 37.4 %, with a specificity of 87.8 % among children 4-16 years of age. Evaluated using logistic regression, patients with an elevated age-adjusted SI had 3.97 greater odds (95 % confidence interval [CI] 3.63-4.33) of major trauma compared to those with a normal age-adjusted SI. Patients with a depressed SI had 1.55 greater odds (95 % CI 1.36-1.78) of major trauma. 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引用次数: 0
摘要
背景:休克指数(SI)异常与儿童外伤的严重程度有关。我们试图根据经验得出与儿童重大创伤相关的年龄调整后 SI 切点,并将这些切点的准确性与现有的儿科 SI 标准进行比较:我们使用 2021 年国家创伤数据库(NTDB)参与者使用文件进行了一项回顾性队列研究。我们纳入了受伤儿童(结果:64,326 名受伤儿童和 64 名受伤儿童):我们在推导样本和验证样本中分别纳入了 64,326 名和 64,316 名儿童,其中 4.9%(推导样本)和 4.0%(验证样本)经历过重大创伤。在验证样本中,根据经验得出的年龄调整后 SI 切点对重大创伤的灵敏度为 43.2%,特异度为 79.4%。在 1-17 岁儿童中,PSI 对重大创伤的敏感性为 33.9%,特异性为 90.7%。在 4-16 岁儿童中,SIPA 的灵敏度为 37.4%,特异性为 87.8%。使用逻辑回归进行评估,与年龄调整后 SI 正常的患者相比,年龄调整后 SI 升高的患者发生重大创伤的几率要高出 3.97(95 % 置信区间 [CI] 3.63-4.33)。SI 低于正常值的患者发生重大创伤的几率为 1.55(95 % 置信区间为 1.36-1.78)。经验模型的接收者操作特征曲线下面积(0.62,95 % CI 0.61-0.63)与 PSI 的接收者操作特征曲线下面积(0.62,95 % CI 0.61-0.63)相似,均大于 SIPA 模型(0.58,95 % CI 0.57-0.59):结论:与现有的测量方法相比,年龄调整后的 SI 切点显示出轻微的灵敏度增加。然而,我们的研究结果表明,仅用 SI 来识别儿童重大创伤的作用是有限的。
Establishing thresholds for shock index in children to identify major trauma.
Background: An abnormal shock index (SI) is associated with greater injury severity among children with trauma. We sought to empirically-derive age-adjusted SI cutpoints associated with major trauma in children, and to compare the accuracy of these cutpoints to existing criteria for pediatric SI.
Methods: We performed a retrospective cohort study using the 2021 National Trauma Data Bank (NTDB) Participant Use File. We included injured children (<18 years), excluding patients with traumatic arrests, mechanical ventilation upon hospital presentation, and inter-facility transfers. Our outcome was major trauma defined by the standardized triage assessment tool (STAT) criteria. Our exposure of interest was the SI. We empirically-derived upper and lower cutpoints for the SI using age-adjusted Z-scores. We compared the performance of these to the SI, pediatric-adjusted (SIPA), and the Pediatric SI (PSI). We validated the performance of the cutpoints in the 2019 NTDB.
Results: We included 64,326 and 64,316 children in the derivation and validation samples, of whom 4.9 % (derivation) and 4.0 % (validation) experienced major trauma. The empirically-derived age-adjusted SI cutpoints had a sensitivity of 43.2 % and a specificity of 79.4 % for major trauma in the validation sample. The sensitivity of the PSI for major trauma was 33.9 %, with a specificity of 90.7 % among children 1-17 years of age. The sensitivity of the SIPA was 37.4 %, with a specificity of 87.8 % among children 4-16 years of age. Evaluated using logistic regression, patients with an elevated age-adjusted SI had 3.97 greater odds (95 % confidence interval [CI] 3.63-4.33) of major trauma compared to those with a normal age-adjusted SI. Patients with a depressed SI had 1.55 greater odds (95 % CI 1.36-1.78) of major trauma. The area under the receiver operator characteristic curve (AUROC) for the empirically-derived model (0.62, 95 % CI 0.61-0.63) was similar to the AUROC for PSI (0.62, 95 % CI 0.61-0.63); both of which were greater than the SIPA model (0.58, 95 % CI 0.57-0.59).
Conclusion: Age-adjusted SI cutpoints demonstrated a mild gain in sensitivity compared to existing measures. However, our findings suggest that the SI alone has a limited role in the identification of major trauma in children.