Claeson Alice, Sterner Mattias, Attergrim Jonathan, Khajanchi Monty, Kumar Vineet, Saha Makhan Lal, Gerdin Wärnberg Martin
System and Policy Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.
System and Policy Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.
J Surg Res. 2018 Sep;229:357-364. doi: 10.1016/j.jss.2018.03.071. Epub 2018 May 11.
Trauma is the cause of 1.2 million deaths in India annually. Injury severity scores play an important role in trauma research and care because these scores enable the adjustment of trauma severity when comparing mortality outcomes. The generalizability of the International Classification of Diseases Injury Severity Score (ICISS) between different populations is not fully known, and the validity of the ICISS has not been assessed in the Indian context. The aim of this study was to assess the predictive performances of three international versions of the ICISS, derived from data from Australia, New Zealand and pooled data from seven different high-income countries, in trauma patients admitted to four public hospitals in urban India.
We used patient data from an Indian cohort of 16,047 trauma patients. The patients were assigned an ICISS based on International Classification of Diseases codes using survival risk ratios from publicly available data sets from Australia and New Zealand and with pooled data from seven different high-income countries. Predicted mortality based on the ICISS was compared with observed patient mortality, and the predictive performance was assessed in terms of discrimination and calibration.
Discrimination and calibration did not reach the threshold for predictive performance in any of the ICISS versions used. The threshold value used was 0.8 for discrimination, which was not significantly different from one for the calibration slope and not significantly different from zero for the calibration intercept.
None of the international versions of the ICISS adequately predicted mortality within the study population, indicating the need for an ICISS version specifically adapted to the Indian context.
在印度,创伤是每年120万人死亡的原因。损伤严重程度评分在创伤研究和护理中起着重要作用,因为这些评分在比较死亡率结果时能够对创伤严重程度进行调整。国际疾病分类损伤严重程度评分(ICISS)在不同人群中的可推广性尚不完全清楚,且ICISS在印度背景下的有效性尚未得到评估。本研究的目的是评估源自澳大利亚、新西兰以及七个不同高收入国家汇总数据的三个国际版ICISS,在印度城市四家公立医院收治的创伤患者中的预测性能。
我们使用了来自印度一个包含16047名创伤患者队列的患者数据。根据国际疾病分类编码,利用来自澳大利亚和新西兰公开数据集的生存风险比以及七个不同高收入国家的汇总数据,为患者分配ICISS。将基于ICISS预测的死亡率与观察到的患者死亡率进行比较,并从区分度和校准方面评估预测性能。
在所使用的任何ICISS版本中,区分度和校准均未达到预测性能的阈值。所使用的阈值区分度为0.8,校准斜率与1无显著差异,校准截距与0无显著差异。
ICISS的任何国际版本均未在研究人群中充分预测死亡率,这表明需要一个专门适用于印度背景的ICISS版本。