Nguyen Phuong Minh, Tran Khai Viet, Phan Hung Viet, Tran Khai Quang, Tran Duc Long, Mai Huong Thien, Vo Thu Minh Pham, Pham Tho Kieu Anh, Tran Ly Cong
Department of Paediatrics, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho City, Vietnam.
Department of Internal Medicine, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho City, Vietnam.
Malays J Med Sci. 2024 Aug;31(4):126-137. doi: 10.21315/mjms2024.31.4.10. Epub 2024 Aug 27.
Multiple Organ Dysfunction Syndrome (MODS) is a complex medical condition characterised by dysfunction across multiple organs. With limited information available on mortality prediction in the paediatric population, particularly in low-middle income countries, this study evaluates the mortality predicting capabilities of lactate, D-dimer, and their combination.
This prospective study involved paediatric patients admitted to the paediatric intensive care unit (PICU) of the largest central children's hospital in the Mekong Delta region, Vietnam, from 2019 to 2021. The discriminative ability and calibration of both individual and combined tests were assessed using the receiver operating characteristic (ROC) curves and the Hosmer-Lemeshow goodness-of-fit test.
Among the patients studied, 63.1% did not survive. Lactate and D-dimer concentrations were significantly higher in the non-survivor group ( < 0.001). The area under the curve (AUC) values for lactate, D-dimer and the combined lactate-D-dimer test were 0.742, 0.775 and 0.804, respectively, with the combination showing the highest AUC value, though without statistical significance. Specific thresholds for lactate, D-dimer and the combination yielded sensitivities of 75.5%, 71.7%, and 66.0%, respectively. All three tests showed no statistically significant differences between observed and predicted mortality in the Hosmer-Lemeshow test (all values > 0.05).
Lactate and D-dimer levels showed a significant association with mortality, along with good discrimination and calibration abilities. These results highlight the utility of lactate and D-dimer as effective predictors in paediatric MODS, particularly in resource-limited settings, and their role in improving patient outcomes.
多器官功能障碍综合征(MODS)是一种复杂的医学病症,其特征是多个器官功能出现障碍。由于关于儿科人群死亡率预测的信息有限,尤其是在中低收入国家,本研究评估了乳酸、D - 二聚体及其组合在预测死亡率方面的能力。
这项前瞻性研究纳入了2019年至2021年期间越南湄公河三角洲地区最大的中央儿童医院儿科重症监护病房(PICU)收治的儿科患者。使用受试者工作特征(ROC)曲线和Hosmer - Lemeshow拟合优度检验评估单个检测指标以及联合检测指标的判别能力和校准情况。
在研究的患者中,63.1%未能存活。非存活组的乳酸和D - 二聚体浓度显著更高(<0.001)。乳酸、D - 二聚体以及乳酸 - D - 二聚体联合检测的曲线下面积(AUC)值分别为0.742、0.775和0.804,联合检测的AUC值最高,但无统计学意义。乳酸、D - 二聚体及其联合检测的特定阈值分别产生了75.5%、71.7%和66.0%的敏感性。在Hosmer - Lemeshow检验中,所有三项检测在观察到的死亡率和预测的死亡率之间均未显示出统计学显著差异(所有值>0.05)。
乳酸和D - 二聚体水平与死亡率显著相关,同时具有良好的判别和校准能力。这些结果突出了乳酸和D - 二聚体作为儿科MODS有效预测指标的实用性,尤其是在资源有限的环境中,以及它们在改善患者预后方面的作用。