Gong Haiyan, Rahman Sajid Ur, Zhou Keke, Lin Zhibing, Mi Rongsheng, Huang Yan, Zhang Yan, Zhang Yehua, Jia Haiyan, Tang Wenqiang, Xia Chenyang, Pandey Kishor, Chen Zhaoguo
Key Laboratory of Animal Parasitology of Ministry of Agriculture, Laboratory of Quality and Safety Risk Assessment for Animal Products on Biohazards (Shanghai) of Ministry of Agriculture, Shanghai Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Shanghai, China.
Key Laboratory of Animal Parasitology of Ministry of Agriculture, Laboratory of Quality and Safety Risk Assessment for Animal Products on Biohazards (Shanghai) of Ministry of Agriculture, Shanghai Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Shanghai, China; Department of Food Science and Engineering, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Microb Pathog. 2023 Feb;175:105954. doi: 10.1016/j.micpath.2022.105954. Epub 2022 Dec 24.
Babesiosis is an emerging zoonosis worldwide that is caused by tick-borne apicomplexans, Babesia spp., which threatens the health of domesticated and wild mammals and even humans. Although it has done serious harm to animal husbandry and public health, the study of Babesia is still progressing slowly. Until now, no effective anti-Babesia vaccines have been available, and administration of combined drugs tends to produce side effects. Therefore, non-targeted metabolomics was employed in the present study to examine the temporal dynamic changes in the metabolic profile of the infected erythrocytes. The goal was to obtain new insight into pathogenesis of Babesia and to explore vaccine candidates or novel drug targets.
C57BL/6 mice were infected with B. microti and erythrocytes at different time points (0, 3, 6 , 9, 12, and 22-days post-infection) were subjected to parasitemia surveillance and then metabolomics analysis using liquid chromatography-mass spectrometry (LC-MS). Multivariate statistical analyses were performed to clearly separate and identify dysregulated metabolites in Babesia-infected mice. The analyses included principal components analysis (PCA) and orthogonal partial least squares-discrimination analysis (OPLS-DA). The time-series trends of the impacted molecules were analyzed using the R package Mfuzz and the fuzzy clustering principle. The temporal profiling of amino acids, lipids, and nucleotides in blood cells infected with B. microti were also investigated.
B. microti infection resulted in a fast increase of parasitemia and serious alteration of the mouse metabolites. Through LC-MS metabolomics analysis, 10,289 substance peaks were detected and annotated to 3,705 components during the analysis period. There were 1,166 dysregulated metabolites, which were classified into 8 clusters according to the temporal trends. Consistent with the trend of parasitemia, the numbers of differential metabolites reached a peak of 525 at 6-days post-infection (dpi). Moreover, the central carbon metabolism in cancer demonstrated the most serious change during the infection process except for that observed at 6 dpi. Sabotage occurred in components involved in the TCA cycle, amino acids, lipids, and nucleotide metabolism.
Our findings revealed a great alteration in the metabolites of Babesia-infected mice and shed new light on the pathogenesis of B. microti at the metabolic level. The results might lead to novel information about the mechanisms of pathopoiesis, babesisosis, and anti-parasite drug/vaccine development in the future.
巴贝斯虫病是一种在全球范围内新出现的人畜共患病,由蜱传播的顶复门原虫巴贝斯虫属引起,威胁着家养和野生哺乳动物甚至人类的健康。尽管它对畜牧业和公共卫生造成了严重危害,但对巴贝斯虫的研究仍进展缓慢。到目前为止,尚无有效的抗巴贝斯虫疫苗,联合用药往往会产生副作用。因此,本研究采用非靶向代谢组学方法来检测感染红细胞代谢谱的时间动态变化。目的是深入了解巴贝斯虫的发病机制,并探索候选疫苗或新型药物靶点。
将C57BL/6小鼠感染微小巴贝斯虫,并在不同时间点(感染后0、3、6、9、12和22天)对红细胞进行寄生虫血症监测,然后使用液相色谱-质谱联用仪(LC-MS)进行代谢组学分析。进行多变量统计分析以清晰区分和鉴定巴贝斯虫感染小鼠中失调的代谢物。分析包括主成分分析(PCA)和正交偏最小二乘判别分析(OPLS-DA)。使用R包Mfuzz和模糊聚类原理分析受影响分子的时间序列趋势。还研究了感染微小巴贝斯虫的血细胞中氨基酸、脂质和核苷酸的时间谱。
微小巴贝斯虫感染导致寄生虫血症快速增加以及小鼠代谢物的严重改变。通过LC-MS代谢组学分析,在分析期间检测到10289个物质峰,并注释为3705种成分。有1166种失调的代谢物,根据时间趋势分为8个簇。与寄生虫血症趋势一致,差异代谢物的数量在感染后6天(dpi)达到峰值525。此外,除了在6 dpi观察到的情况外,癌症中的中心碳代谢在感染过程中变化最为严重。参与三羧酸循环、氨基酸、脂质和核苷酸代谢的成分受到破坏。
我们的研究结果揭示了巴贝斯虫感染小鼠代谢物的巨大变化,并在代谢水平上为微小巴贝斯虫的发病机制提供了新的线索。这些结果可能会为未来发病机制、巴贝斯虫病以及抗寄生虫药物/疫苗开发的机制带来新的信息。