Suppr超能文献

代谢组学鉴定出多种候选生物标志物用于诊断和分期人类非洲锥虫病。

Metabolomics Identifies Multiple Candidate Biomarkers to Diagnose and Stage Human African Trypanosomiasis.

作者信息

Vincent Isabel M, Daly Rónán, Courtioux Bertrand, Cattanach Amy M, Biéler Sylvain, Ndung'u Joseph M, Bisser Sylvie, Barrett Michael P

机构信息

Wellcome Trust Centre of Molecular Parasitology, Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom.

Glasgow Polyomics, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom.

出版信息

PLoS Negl Trop Dis. 2016 Dec 12;10(12):e0005140. doi: 10.1371/journal.pntd.0005140. eCollection 2016 Dec.

Abstract

Treatment for human African trypanosomiasis is dependent on the species of trypanosome causing the disease and the stage of the disease (stage 1 defined by parasites being present in blood and lymphatics whilst for stage 2, parasites are found beyond the blood-brain barrier in the cerebrospinal fluid (CSF)). Currently, staging relies upon detecting the very low number of parasites or elevated white blood cell numbers in CSF. Improved staging is desirable, as is the elimination of the need for lumbar puncture. Here we use metabolomics to probe samples of CSF, plasma and urine from 40 Angolan patients infected with Trypanosoma brucei gambiense, at different disease stages. Urine samples provided no robust markers indicative of infection or stage of infection due to inherent variability in urine concentrations. Biomarkers in CSF were able to distinguish patients at stage 1 or advanced stage 2 with absolute specificity. Eleven metabolites clearly distinguished the stage in most patients and two of these (neopterin and 5-hydroxytryptophan) showed 100% specificity and sensitivity between our stage 1 and advanced stage 2 samples. Neopterin is an inflammatory biomarker previously shown in CSF of stage 2 but not stage 1 patients. 5-hydroxytryptophan is an important metabolite in the serotonin synthetic pathway, the key pathway in determining somnolence, thus offering a possible link to the eponymous symptoms of "sleeping sickness". Plasma also yielded several biomarkers clearly indicative of the presence (87% sensitivity and 95% specificity) and stage of disease (92% sensitivity and 81% specificity). A logistic regression model including these metabolites showed clear separation of patients being either at stage 1 or advanced stage 2 or indeed diseased (both stages) versus control.

摘要

人类非洲锥虫病的治疗取决于引起该病的锥虫种类以及疾病阶段(1期定义为寄生虫存在于血液和淋巴管中,而2期则是在脑脊液(CSF)中发现寄生虫越过血脑屏障)。目前,分期依赖于检测脑脊液中数量极少的寄生虫或升高的白细胞数量。改进分期是可取的,消除腰椎穿刺的必要性也是如此。在这里,我们使用代谢组学来探测40名感染布氏冈比亚锥虫的安哥拉患者在不同疾病阶段的脑脊液、血浆和尿液样本。由于尿液浓度存在固有变异性,尿液样本未提供指示感染或感染阶段的可靠标志物。脑脊液中的生物标志物能够以绝对特异性区分1期或2期晚期患者。11种代谢物在大多数患者中清楚地区分了疾病阶段,其中两种(新蝶呤和5-羟色氨酸)在我们的1期和2期晚期样本之间显示出100%的特异性和敏感性。新蝶呤是一种炎症生物标志物,先前在2期患者的脑脊液中出现过,但1期患者中未出现。5-羟色氨酸是血清素合成途径中的一种重要代谢物,血清素合成途径是决定嗜睡的关键途径,因此可能与“昏睡病”的同名症状存在联系。血浆也产生了几种生物标志物,清楚地表明疾病的存在(敏感性87%,特异性95%)和疾病阶段(敏感性92%,特异性81%)。一个包含这些代谢物的逻辑回归模型显示,1期或2期晚期患者与健康对照之间有明显区分。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bf1/5152828/e4f0b2e33e59/pntd.0005140.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验