Makasi Charles E, Ngowi Bernard, Kilale Andrew, Guga Godfrey, Mahande Michael J, Mshiu Johnson, Kisinda Abisai, Mmbaga Blandina T
National Institute for Medical Research, Muhimbili Medical Research Centre, Dar es Salaam, Tanzania.
School of Medicine, KCMC University, Moshi, Tanzania.
PLoS Negl Trop Dis. 2025 Apr 10;19(4):e0013002. doi: 10.1371/journal.pntd.0013002. eCollection 2025 Apr.
Involvement of Taenia solium cysts in the nervous system (Neurocysticercosis -NCC), is responsible for about 30% of preventable acquired epilepsy among people with epilepsy in endemic areas. The diagnosis of NCC involves a set of criteria including immunodiagnostics and neuroimaging. The gold standard immunodiagnostics is not clearly established and the available tests are commercial and not commonly practiced in our settings. We conducted this study to establish the correlation between serum cysticercosis screening tests and neuroimaging studies in the diagnosis of neurocysticercosis among people with epilepsy attending mental health clinics in endemic areas of Tanzania.
We evaluated the serum cysticercosis diagnostic tests through parallel tests and performed multiple analysis methods including sensitivity and specificity, positive and negative likelihood ratio (LR+, LR-). Others were positive predictive value (PPV), negative predictive value (NPV), and receiver operating characteristics (ROC) curve. These were done to establish the efficiency of serum cysticercosis tests in the diagnosis of NCC.
Our findings showed a sensitivity of 87.5%; [95%CI (76.7-98.3)] and specificity of 60.7%; [95%CI (44.8-76.7)]. The LR+ = 2.23 and LR- = 0.21. The PPV was 38.9% [95%CI (23.0-54.8)], NPV was 94.4%; [95%CI (87.0-101.9)] and area under the ROC curve was 0.78.
Increasing sensitivity and decreasing false negatives, parallel testing of multiple serum cysticercosis diagnostic tests enhances negative predictive values. It is important to assess the diagnostic tests using a variety of analytical techniques to confirm that they are capable of producing the desired diagnosis.
猪带绦虫囊肿累及神经系统(神经囊尾蚴病-NCC),在流行地区癫痫患者中,约30%的可预防性获得性癫痫由其导致。NCC的诊断涉及一系列标准,包括免疫诊断和神经影像学检查。金标准免疫诊断方法尚未明确确立,现有的检测方法是商业化的,在我们的环境中并不常用。我们开展这项研究,以确定在坦桑尼亚流行地区心理健康诊所就诊的癫痫患者中,血清囊尾蚴病筛查试验与神经影像学检查在神经囊尾蚴病诊断中的相关性。
我们通过平行试验评估血清囊尾蚴病诊断试验,并进行多种分析方法,包括敏感性和特异性、阳性和阴性似然比(LR+,LR-)。其他指标包括阳性预测值(PPV)、阴性预测值(NPV)和受试者工作特征(ROC)曲线。进行这些分析是为了确定血清囊尾蚴病检测在NCC诊断中的效率。
我们的研究结果显示敏感性为87.5%;[95%置信区间(76.7-98.3)],特异性为60.7%;[95%置信区间(44.8-76.7)]。LR+ = 2.23,LR- = 0.21。PPV为38.9% [95%置信区间(23.0-54.8)],NPV为94.4%;[95%置信区间(87.0-101.9)],ROC曲线下面积为0.78。
通过增加敏感性和减少假阴性,对多种血清囊尾蚴病诊断试验进行平行检测可提高阴性预测值。使用多种分析技术评估诊断试验很重要,以确认它们能够得出所需的诊断结果。