Author: Zheng Zhang; Sifan Ye; Aiping Wu; Taijiao Jiang; Yousong Peng
Title: Prediction of receptorome for human-infecting virome Document date: 2020_2_28
ID: 9ruhvpbv_29
Snippet: Our previous studies have shown that human virus protein receptors have high level of N-glycosylation, high number of interaction partners in the human PPI network, and high expressions in 32 common human tissues (Zhang et al., 2019) . To identify the potential receptors of human-infecting virome, we firstly built a RF model to distinguish the human virus receptor proteins from other human membrane proteins based on these protein features. The RF.....
Document: Our previous studies have shown that human virus protein receptors have high level of N-glycosylation, high number of interaction partners in the human PPI network, and high expressions in 32 common human tissues (Zhang et al., 2019) . To identify the potential receptors of human-infecting virome, we firstly built a RF model to distinguish the human virus receptor proteins from other human membrane proteins based on these protein features. The RF model built based on individual protein feature achieved an AUC ranging from 0.50 to 0.66 in five-fold cross-validations (Table 1) .
Search related documents:
Co phrase search for related documents- high expression and human infect: 1, 2, 3
- high expression and human membrane: 1, 2, 3, 4, 5, 6, 7, 8
- high expression and human membrane protein: 1
- high expression and human tissue: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11
- high expression and human virus: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29
- high expression and human virus receptor: 1, 2, 3, 4, 5
- high expression and individual protein: 1
- high expression and potential receptor: 1, 2, 3, 4, 5
- high expression and PPI network: 1, 2, 3, 4, 5, 6, 7, 8
- high expression and previous study: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21
- high expression and protein receptor: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32
- high level and human infect: 1, 2, 3, 4, 5
- high level and human membrane: 1, 2
- high level and human tissue: 1, 2, 3, 4, 5, 6, 7, 8, 9
- high level and human virus: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54
- high level and human virus receptor: 1, 2, 3
- high level and potential receptor: 1, 2, 3
- high level and previous study: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27
- high level and protein feature: 1
Co phrase search for related documents, hyperlinks ordered by date