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ncDRMarker is an integrated bioinformatic platform that enable users to prioritize candidate ncRNAs involved in drug resistance. ncDRMarker uses a simple but effective computational technique, random walk with restart (RWR), to identify chemoresistance ncRNA biomarkers. The method fully exploits the heterogeneous biological interactions of the mRNA-miRNA-lncRNA composite network, which was constructed by integrating experimentally validated interactions (protein-protein , miRNA-target and miRNA-lncRNA interactions). The identified ncRNAs may be targeted to overcome drug resistance and help realize individual treatment.

Currently, functional pages include:

• Browse: users can browse drugs and their corresponding known chemoresistance ncRNAs in our work. The prediction process can be quickly achieved by using data listed in the table.
  
  
• Analysis: users can prioritize candidate ncRNAs involved in drug resistance by inputting their own data, which the known ncRNAs/genes related to drug resistance are suggested.

Statistics

Today is: 2026-04-25

Number of Drugs: 72

Number of MiRNAs: 758

Number of LncRNAs: 50

Number of Records: 3414