In silico analysis of proteins and microRNAs related to human African trypanosomiasis in tsetse fly

被引:4
作者
Yang, Zhiyuan [1 ,2 ]
Wang, Mingqiang [2 ,3 ]
Zeng, Xi [2 ,3 ]
Wan, Angel Tsz-Yau [2 ,3 ]
Tsui, Stephen Kwok-Wing [2 ,3 ]
机构
[1] Hangzhou Dianzi Univ, Sch Artificial Intelligence, Hangzhou, Zhejiang, Peoples R China
[2] Chinese Univ Hong Kong, Sch Biomed Sci, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Hong Kong Bioinformat Ctr, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Tsetse fly; Human African trypanosomiasis; microRNA; Bioinformatics; GLOSSINA-PALLIDIPES; FLIES; IDENTIFICATION; INFECTION; SEQUENCE; VECTOR; MIRNA;
D O I
10.1016/j.compbiolchem.2020.107347
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Human African trypanosomiasis (HAT), also known as sleeping sickness, causes millions of deaths worldwide. HAT is primarily transmitted by the vector tsetse fly (Glossina morsitans). Early diagnosis remains a key objective for treating this disease. MicroRNAs (miRNAs) are evolutionarily conserved small non-coding RNAs that play key roles in vector-borne diseases. To date, the roles of proteins and miRNAs in HAT disease have not been thoroughly elucidated. In this study, we have re-annotated the function of protein-coding genes and identified several miRNAs based on a series of bioinformatics tools. A batch of 81.1 % of tsetse fly proteins could be determined homology in mosquito genome, suggesting their probable similar mechanisms in vector-borne diseases. A set of 11 novel salivary proteins and 14 midgut proteins were observed in the tsetse fly, which could be applied to the development of vaccine candidates for the control of HAT disease. In addition, 35 novel miRNAs were identified, among which 10 miRNAs were found to be unique in tsetse fly. Pathway analysis of these 10 miRNAs indicated that targets of miR-15a-5p were significantly enriched in the HAT-related neurotrophin signaling pathway. Besides, topological analysis of the miRNA-gene network indicated that miR-619-5p and miR-2490-3p targeted several genes that respond to trypanosome infection, including thioester-containing protein Tep1 and heat shock protein Hsp60a. In conclusion, our work helps to elucidate the function of miRNAs in tsetse fly and establishes a foundation for further investigations into the molecular regulatory mechanisms of HAT disease.
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页数:8
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