Survival Study of D-dimer, Lactic Acid and BGA on COVID-19 Patients

Purwadi Sujalmo, Rosita Yunanda Purwanto, Clarista Ardelia Rahardjo, Yanasta Yudo Pratama, R. I. Rismawanti, W. Lalitya, Afridhia Bidari Fachrudin
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Abstract

The value of D-dimer value, lactic acid levels, and the results of blood gas analysis (PaO2, PCO2, PH, and PaO2/FiO2) are prognostic factors for COVID-19 patients, although there is no agreement on the optimum cut-off point for specificity and sensitivity. The aim of this study is to examine D-dimer value, lactic acid levels, and the results of blood gas analysis as a prognosis for patients with severe or critical COVID-19. This was a retrospective study of the medical records of the UGM Academic Hospital. Overall survival was assessed by the Kaplan-Meier curve. Determination of the cut-off for D-dimer, lactic acid, and BGA variables was carried out using the ROC followed by calculating the Youden index. Then the hazard ratio was determined by Cox regression. The cut-off value to determine the group of patients on the D-dimer and lactic acid variable was 881 ng/mL (sensitivity 77.23%, specificity 32.31%) (p=0.040) and 21 ng/mL, patients with lactic acid values above the cut-off had a higher risk of death (p=0.391). The cut-off of pH, PaO2, and PaCO2 were 7.43, 72.2 mmHg, and 33.9, respectively. D-dimer levels, lactic acid, and PaCO2 values in blood gas analysis above the cut-off value had a worse survival rate, while patients also had a worse survival rate if the PaO2 and PH values were below the cut-off value.
d -二聚体、乳酸和BGA在COVID-19患者中的生存研究
d -二聚体值、乳酸水平和血气分析结果(PaO2、PCO2、PH和PaO2/FiO2)是COVID-19患者的预后因素,尽管对特异性和敏感性的最佳分界点尚未达成一致。本研究的目的是研究d -二聚体值、乳酸水平和血气分析结果作为重症或危重型COVID-19患者的预后。这是一项对UGM学术医院医疗记录的回顾性研究。通过Kaplan-Meier曲线评估总生存率。采用ROC法确定d -二聚体、乳酸和BGA变量的临界值,然后计算约登指数。然后用Cox回归确定风险比。判定d -二聚体和乳酸变量组患者的临界值为881 ng/mL(敏感性77.23%,特异性32.31%)(p=0.040),而乳酸值高于临界值的患者死亡风险较高(p=0.391)。pH、PaO2、PaCO2的临界值分别为7.43、72.2、33.9。血气分析中d -二聚体水平、乳酸、PaCO2值高于临界值患者生存率较差,PaO2、PH值低于临界值患者生存率也较差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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