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Predictive score of uncomplicated falciparum malaria patients turning to severe malaria

机译:单纯性恶性疟疾患者转向严重疟疾的预测得分

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摘要

In acute uncomplicated falciparum malaria, there is a continuum from mild to severe malaria. However, no mathematical system is available to predict uncomplicated falciparum malaria patients turning to severe malaria. This study aimed to devise a simple and reliable model of Malaria Severity Prognostic Score (MSPS). The study was performed in adult patients with acute uncomplicated falciparum malaria admitted to the Bangkok Hospital for Tropical Diseases between 2000 and 2005. Total 38 initial clinical parameters were identified to predict the usual recovery or deterioration to severe malaria. The stepwise multiple discriminant analysis was performed to get a linear discriminant equation. The results showed that 4.3% of study patients turned to severe malaria. The MSPS = 4.38 (schizontemia) + 1.62 (gametocytemia) + 1.17 (dehydration) + 0.14 (overweight by body mass index; BMI) + 0.05 (initial pulse rate) + 0.04 (duration of fever before admission) - 0.50 (past history of malaria in last 1 year) - 0.48 (initial serum albumin) - 5.66. Based on the validation study in other malaria patients, the sensitivity and specificity were 88.8% and 88.4%, respectively. We conclude that the MSPS is a simple screening tool for predicting uncomplicated falciparum malaria patients turning to severe malaria. However, the MSPS may need revalidation in different geographical areas before utilized at specific places.
机译:在急性单纯性恶性疟中,存在从轻度到重度疟疾的连续性。但是,没有数学系统可用来预测简单的恶性疟疾患者会变成严重的疟疾。这项研究旨在设计一种简单可靠的疟疾严重程度预后评分(MSPS)模型。这项研究是在2000年至2005年之间,被曼谷热带病医院收治的患有急性单纯性恶性疟疾的成年患者中进行的。共确定了38项初始临床参数,以预测重度疟疾的通常恢复或恶化。进行逐步多重判别分析以获得线性判别方程。结果表明,有4.3%的研究患者转为严重疟疾。 MSPS = 4.38(精神分裂症)+ 1.62(配子细胞减少症)+ 1.17(脱水)+ 0.14(体重指数超重; BMI)+ 0.05(初始脉搏率)+ 0.04(入院前发烧持续时间)-0.50(过去的发热史)最近1年的疟疾)-0.48(初始血清白蛋白)-5.66。根据对其他疟疾患者的验证研究,敏感性和特异性分别为88.8%和88.4%。我们得出的结论是,MSPS是一种简单的筛查工具,可用于预测无并发症的恶性疟疾患者转为严重疟疾。但是,MSPS可能需要先在不同的地理区域进行重新验证,然后才能在特定位置使用。

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