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使用贝叶斯方法估计阿尔及利亚沿海地区六个城市的犬利什曼原虫感染率。

Estimation of canine Leishmania infection prevalence in six cities of the Algerian littoral zone using a Bayesian approach.

作者信息

Adel Amel, Abatih Emmanuel, Speybroeck Niko, Soukehal Abdelkrim, Bouguedour Rachid, Boughalem Karim, Bouhbal Abdelmalek, Djerbal Mouloud, Saegerman Claude, Berkvens Dirk

机构信息

Institute of Veterinary Sciences, University Saad Dahlab, Blida, Algeria; Institute of Tropical Medicine, Department of Biomedical Sciences, Nationalestraat 155, Antwerpen, Belgium; Research Unit of Epidemiology and Risk Analysis applied to Veterinary Science (UREAR-ULg), Fundamental and Applied Research for Animals & Health (FARAH), Faculty of Veterinary Medicine, University of Liège, Boulevard de Colonster 20 B42, Sart-Tilman Liège, Belgium.

Institute of Tropical Medicine, Department of Biomedical Sciences, Nationalestraat 155, Antwerpen, Belgium.

出版信息

PLoS One. 2015 Mar 20;10(3):e0117313. doi: 10.1371/journal.pone.0117313. eCollection 2015.

Abstract

A large-scale study on canine Leishmania infection (CanL) was conducted in six localities along a west-east transect in the Algerian littoral zone (Tlemcen, Mostaganem, Tipaza, Boumerdes, Bejaia, Jijel) and covering two sampling periods. In total 2,184 dogs were tested with an indirect fluorescent antibody test (IFAT) and a direct agglutination test (DAT). Combined multiple-testing and several statistical methods were compared to estimate the CanL true prevalence and tests characteristics (sensitivity and specificity). The Bayesian full model showed the best fit and yielded prevalence estimates between 11% (Mostaganem, first period) and 38% (Bejaia, second period). Sensitivity of IFAT varied (in function of locality) between 86% and 88% while its specificity varied between 65% and 87%. DAT was less sensitive than IFAT but showed a higher specificity (between 80% and 95% in function of locality or/and season). A general increasing trend of the CanL prevalence was noted from west to east. A concordance between the present results and the incidence of human cases of visceral leishmaniasis was observed, where also a maximum was recorded for Bejaia. The results of the present study highlight the dangers when using IFAT as a gold standard.

摘要

在阿尔及利亚沿海地区一条东西走向的样带上的六个地点(特莱姆森、莫斯塔加奈姆、提帕萨、布迈尔达斯、贝贾亚、吉杰尔)开展了一项关于犬利什曼原虫感染(CanL)的大规模研究,研究涵盖两个采样期。总共对2184只犬进行了间接荧光抗体试验(IFAT)和直接凝集试验(DAT)检测。比较了联合多重检测和几种统计方法,以估计CanL的真实患病率和检测特征(敏感性和特异性)。贝叶斯全模型显示拟合效果最佳,得出的患病率估计值在11%(莫斯塔加奈姆,第一期)至38%(贝贾亚,第二期)之间。IFAT的敏感性(因地点而异)在86%至88%之间,而其特异性在65%至87%之间。DAT的敏感性低于IFAT,但特异性更高(因地点或/和季节而异,在80%至95%之间)。从西到东,CanL患病率呈现出总体上升趋势。观察到本研究结果与内脏利什曼病人类病例的发病率之间存在一致性,贝贾亚也记录到了最高发病率。本研究结果突出了将IFAT用作金标准时存在的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c79/4368835/82ee2d174523/pone.0117313.g001.jpg

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