Knaup Emily, Nosaka Nobuyuki, Yorifuji Takashi, Tsukahara Kohei, Naito Hiromichi, Tsukahara Hirokazu, Nakao Atsunori
1Department of Emergency, Critical Care and Disaster Medicine, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan.
2Department of Pediatrics, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan.
J Intensive Care. 2019 Jul 29;7:38. doi: 10.1186/s40560-019-0392-2. eCollection 2019.
The length of stay (LOS) in intensive care units (ICUs) has been used as a good indicator not only for resource consumption but also for health outcomes of patients. However, data regarding pediatric LOS in Japanese ICUs are limited. The primary aim of this study was to characterize the Japanese pediatric ICU patients based on their LOS. Second, we aimed to develop a simple scoring system to predict long-stay pediatric ICU patients on admission.
We performed a retrospective cohort study using consecutive pediatric data (aged < 16 years) registered in the Japanese Registry of Pediatric Acute Care (JaRPAC) from October 2013 to September 2016, which consisted of descriptive and diagnostic information. The factors for long-stay patients (LSPs; LOS > 14 days) were identified using multiple regression analysis, and subsequently, a simple predictive scoring system was developed based on the results. The validity of the score was prospectively tested using data from the JaRPAC registration from October 2016 to September 2017.
Overall, 4107 patients were included. Although LSPs were few (8.0% [ = 330]), they consumed 38.0% of ICU bed days (9750 for LSPs versus 25,659 overall). Mortality was seven times higher in LSPs than in short-stay patients (9.1% versus 1.3%). An 11-variable simple predictive scoring system was constructed, including Pediatric Index of Mortality 2 ≥ 1 (2 points), liver dysfunction (non-post operation) (2 points), post-cardiopulmonary resuscitation (1 point), circulatory disorder (1 point), post-operative management of liver transplantation (1 point), encephalitis/encephalopathy (1 point), myocarditis/cardiomyopathy (1 point), congenital heart disease (non-post operation) (1 point), lung tissue disease (1 point), Pediatric Cerebral Performance Category scores ≥ 2 (1 point), and age < 2 years (1 point). A score of ≥ 3 points yielded an area under the receiver operating characteristic curve (AUC) of 0.79, sensitivity of 87.0%, and specificity of 59.4% in the original dataset. Reproducibility was confirmed with the internal validation dataset (AUC 0.80, sensitivity 92.6%, and specificity 60.2%).
Pediatric LSPs possess a significant presence in Japanese ICUs with high rates of bed utilization and mortality. The newly developed predictive scoring system may identify pediatric LSPs on admission.
重症监护病房(ICU)的住院时间(LOS)不仅被用作资源消耗的良好指标,也被用作患者健康结局的指标。然而,关于日本ICU中儿科患者住院时间的数据有限。本研究的主要目的是根据住院时间对日本儿科ICU患者进行特征描述。其次,我们旨在开发一种简单的评分系统,以预测入院时的长期住院儿科ICU患者。
我们进行了一项回顾性队列研究,使用2013年10月至2016年9月在日本儿科急性护理注册系统(JaRPAC)中登记的连续儿科数据(年龄<16岁),该数据包含描述性和诊断性信息。使用多元回归分析确定长期住院患者(LSPs;住院时间>14天)的因素,随后根据结果开发一个简单的预测评分系统。使用2016年10月至2017年9月JaRPAC注册的数据对该评分的有效性进行前瞻性测试。
总体而言,共纳入4107例患者。虽然长期住院患者较少(8.0%[n = 330]),但他们消耗了38.0%的ICU床位日(长期住院患者为9750天,总体为25659天)。长期住院患者的死亡率比短期住院患者高7倍(9.1%对1.3%)。构建了一个包含11个变量的简单预测评分系统,包括儿童死亡率指数2≥1(2分)、肝功能障碍(非术后)(2分)、心肺复苏后(1分)、循环障碍(1分)、肝移植术后管理(1分)、脑炎/脑病(1分)、心肌炎/心肌病(1分)、先天性心脏病(非术后)(1分)、肺组织疾病(1分)、儿童脑功能表现类别评分≥2(1分)和年龄<2岁(1分)。在原始数据集中,评分≥3分的受试者工作特征曲线下面积(AUC)为0.79,敏感性为87.0%,特异性为59.4%。内部验证数据集证实了其可重复性(AUC 0.80,敏感性92.6%,特异性60.2%)。
儿科长期住院患者在日本ICU中占相当比例,床位利用率和死亡率较高。新开发的预测评分系统可能在入院时识别儿科长期住院患者。