Ontology highlight
ABSTRACT:
SUBMITTER: Yuan Y
PROVIDER: S-EPMC9448736 | biostudies-literature | 2022 Sep
REPOSITORIES: biostudies-literature
Yuan Yangyang Y Wang Chenwei C Zhuang Xuran X Lin Shaofeng S Luo Miaomiao M Deng Wankun W Zhou Jiaqi J Liu Lihui L Mao Lina L Peng Wenbo W Chen Jian J Wang Qiangsong Q Shu Yilai Y Xue Yu Y Huang Pengyu P
Nature communications 20220906 1
Protein kinase-mediated phosphorylation plays a critical role in many biological processes. However, the identification of key regulatory kinases is still a great challenge. Here, we develop a trans-omics-based method, central kinase inference, to predict potentially key kinases by integrating quantitative transcriptomic and phosphoproteomic data. Using known kinases associated with anti-cancer drug resistance, the accuracy of our method denoted by the area under the curve is 5.2% to 29.5% highe ...[more]