Using Malarial Retinopathy to Improve the Diagnosis of Pediatric Cerebral Malaria

被引:2
|
作者
Lin, Yuzhou [1 ]
Tebulo, Andrew [2 ]
Small, Dylan [3 ]
Seydel, Karl [2 ,4 ]
Taylor, Terrie [2 ,4 ]
Zhang, Bo [5 ]
机构
[1] Harvard Univ, Dept Stat, Cambridge, MA USA
[2] Kamuzu Univ Hlth Sci, Blantyre Malaria Project, Blantyre, Malawi
[3] Univ Penn, Wharton Sch, Dept Stat & Data Sci, Philadelphia, PA USA
[4] Michigan State Univ, Dept Osteopath Med Specialties, E Lansing, MI USA
[5] Fred Hutchinson Canc Ctr, Vaccine & Infect Dis Div, 1100 Fairview Ave N, Seattle, WA 98109 USA
来源
AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE | 2023年 / 108卷 / 01期
关键词
HISTIDINE-RICH PROTEIN-2; FALCIPARUM-MALARIA; PARASITE SEQUESTRATION; MALAWIAN CHILDREN; TRANSMISSION; MORBIDITY;
D O I
10.4269/ajtmh.22-0547
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
In malaria endemic areas, a high proportion of children have detectable parasitemia but show no clinical symptoms. When comatose from a cause other than malaria, this group confounds the cerebral malaria (CM) definition, making accurate diagnosis challenging. One important biomarker of CM is malarial retinopathy, a set of specific features visible in the ocular fundus. In this study, we quantified the contribution of malarial retinopathy in discriminating malaria -caused coma from non-malaria-caused coma. We estimated that 10% of our study cohort of N = 1,192 patients who met the WHO clinical definition of CM in Malawi had non-malarial coma based on a Gaussian mixture model using the parasite protein Plasmodium falciparum histidine-rich protein-2. A classification based on platelets, white blood cells, and retinopathy significantly improved the discriminative power of a previously established model including only platelets plus white blood cells (area under the receiver operating characteristic curve: 0.89 versus 0.75, P value < 0.001). We conclude that malarial retinopathy is highly predictive of malaria-caused versus non-malaria-caused coma and recom-mend that an ocular funduscopic examination to determine malarial retinopathy status be included in the assessment of parasitemic comatose African children.
引用
收藏
页码:69 / 75
页数:7
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