Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.
PLoS Med. 2019 Aug 23;16(8):e1002858. doi: 10.1371/journal.pmed.1002858. eCollection 2019 Aug.
Severe falciparum malaria is a medical emergency characterised by potentially lethal vital organ dysfunction. Patient fatality rates even with parenteral artesunate treatment remain high. Despite considerable research into adjuvant therapies targeting organ and tissue dysfunction, none have shown efficacy apart from renal replacement therapy. Understanding the causal contributions of clinical and laboratory abnormalities to mortality is essential for the design and evaluation of novel therapeutic interventions.
We used a structural model causal inference approach to investigate causal relationships between epidemiological, laboratory, and clinical variables in patients with severe falciparum malaria enrolled in clinical trials and their in-hospital mortality. Under this causal model, we analysed records from 9,040 hospitalised children (0-12 years, n = 5,635) and adults (n = 3,405, 12-87 years) with severe falciparum malaria from 15 countries in Africa and Asia who were studied prospectively over the past 35 years. On admission, patient covariates associated with increased in-hospital mortality were severity of acidosis (odds ratio [OR] 2.10 for a 7-mEq/L increase in base deficit [95% CI 1.93-2.28]), renal impairment (OR 1.71 for a 2-fold increase in blood urea nitrogen [95% CI 1.58, 1.86]), coma (OR 3.59 [95% CI 3.07-4.21]), seizures (OR 1.40 [95% CI 1.16-1.68]), shock (OR 1.51 [95% CI 1.14-1.99]), and presumed pulmonary oedema (OR 1.58 [95% CI 1.04-2.39]). Lower in-hospital mortality was associated with moderate anaemia (OR 0.87 for a decrease of 10 percentage points in haematocrit [95% CI 0.80-0.95]). Circulating parasite density was not associated with mortality (OR 1.02 for a 6-fold increase [95% CI 0.94-1.11]), so the pathological effects of parasitaemia appear to be mediated entirely by the downstream effects of sequestration. Treatment with an artemisinin derivative decreased mortality compared with quinine (OR 0.64 [95% CI 0.56-0.74]). These estimates were consistent across children and adults (mainly representing African and Asian patients, respectively). Using inverse probability weighting, transfusion was not estimated to be beneficial in children with admission haematocrit values between 15% and 25% (OR 0.99 [95% CI 0.97-1.02]). Except for the effects of artemisinin treatment and transfusion, causal interpretations of these estimates could be biased by unmeasured confounding from severe bacterial sepsis, immunity, and duration of illness.
These data suggest that moderate anaemia is associated with a reduced risk of death in severe falciparum malaria. This is possibly a direct causal association. The severe anaemia threshold criteria for a definition of severe falciparum malaria should be reconsidered.
严重的恶性疟原虫疟疾是一种医学急症,其特征为潜在致命的重要器官功能障碍。即使使用青蒿琥酯进行静脉注射治疗,患者的死亡率仍然很高。尽管针对器官和组织功能障碍的辅助治疗进行了大量研究,但除了肾脏替代疗法外,没有一种方法显示出疗效。了解临床和实验室异常对死亡率的因果贡献对于设计和评估新的治疗干预措施至关重要。
我们使用结构模型因果推理方法来研究纳入临床试验的严重恶性疟疾病例中流行病学、实验室和临床变量与住院死亡率之间的因果关系。在这个因果模型下,我们分析了来自非洲和亚洲 15 个国家的 9040 名住院儿童(0-12 岁,n=5635)和成人(12-87 岁,n=3405)的记录,这些患者在过去 35 年中进行了前瞻性研究。入院时,与住院死亡率增加相关的患者协变量包括酸中毒严重程度(基础缺陷每增加 7mEq/L,比值比 [OR] 为 2.10 [95%置信区间 1.93-2.28])、肾功能损害(血尿素氮增加 2 倍时,OR 为 1.71 [95% CI 1.58, 1.86])、昏迷(OR 为 3.59 [95% CI 3.07-4.21])、癫痫发作(OR 为 1.40 [95% CI 1.16-1.68])、休克(OR 为 1.51 [95% CI 1.14-1.99])和推定肺水肿(OR 为 1.58 [95% CI 1.04-2.39])。中度贫血与较低的住院死亡率相关(血细胞比容降低 10 个百分点时,OR 为 0.87 [95% CI 0.80-0.95])。循环寄生虫密度与死亡率无关(寄生虫密度增加 6 倍时,OR 为 1.02 [95% CI 0.94-1.11]),因此寄生虫血症的病理影响似乎完全是由隔离的下游效应介导的。与奎宁相比,使用青蒿素衍生物治疗可降低死亡率(OR 为 0.64 [95% CI 0.56-0.74])。这些估计在儿童和成人中都是一致的(主要代表非洲和亚洲患者)。使用逆概率加权法,对于入院时血细胞比容值在 15%至 25%之间的儿童,输血估计不会带来益处(OR 为 0.99 [95% CI 0.97-1.02])。除了青蒿素治疗和输血的影响外,严重细菌败血症、免疫力和疾病持续时间的未测量混杂因素可能会对这些估计的因果解释产生偏差。
这些数据表明,中度贫血与严重恶性疟疾病死率降低相关。这可能是一种直接的因果关系。严重贫血的阈值标准应重新考虑用于严重恶性疟疾病的定义。