m7GDisAI: N7-methylguanosine (m7G) sites and diseases associations inference based on heterogeneous network

m7GDisAI: N7-methylguanosine (m7G) sites and diseases associations inference based on heterogeneous network

Background: Recent studies have confirmed that N7-methylguanosine (m7G) modification plays an important role in regulating various biological processes and has associations with multiple diseases. Wet-lab experiments are cost and time ineffective for the identification of disease-associated m7G site...

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Bibliographic Details
Main Authors: Chen, J. (Author), Liu, H. (Author), Ma, J. (Author), Song, B. (Author), Zang, C. (Author), Zhang, L. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
8-methylguanosine
Bioinformatics database
biology
Computational Biology
Disease associations
Diseases
Forecasting
gene ontology
Gene Ontology
Genes
guanosine
Guanosine
Heterogeneous network
Heterogeneous networks
High-throughput sequencing
human
Humans
Leave-one-out cross-validation (LOOCV)
m7G site
Matrix decomposition
neoplasm
Neoplasms
phosphatidylinositol 3 kinase
Phosphatidylinositol 3-Kinases
Prediction performance
Similarity informations
Statistical methods
User friendly interface
User interfaces
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Internet

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