DriverMP enables improved identification of cancer driver genes.
Yangyang LiuJiyun HanTongxin KongNannan XiaoQinglin MeiJuntao LiuPublished in: GigaScience (2023)
The new method, DriverMP, which is able to identify driver genes by effectively integrating the advantages of multiple kinds of cancer data, is available at https://github.com/LiuYangyangSDU/DriverMP. In addition, we have developed a novel driver gene database for 10 cancer types and an online service that can be freely accessed without registration for users. The DriverMP method, the database of novel drivers, and the user-friendly online server are expected to contribute to new diagnostic and therapeutic opportunities for cancers.
Keyphrases
- papillary thyroid
- squamous cell
- genome wide
- healthcare
- gene expression
- lymph node metastasis
- mental health
- social media
- emergency department
- squamous cell carcinoma
- big data
- genome wide identification
- dna methylation
- health information
- electronic health record
- small molecule
- copy number
- young adults
- adverse drug
- deep learning
- data analysis