Publication date: Jul 04, 2025
MAPK inhibitors (MAPKi) have revolutionized the treatment of patients with advanced melanoma. However, primary and acquired resistance mechanisms limit their efficacy. Predicting MAPKi response from the tumor baseline features remains challenging due to the limited size of patient cohorts. Therefore, we collected data from nine different patient cohorts (total n = 417 patients with advanced melanoma treated with MAPKi) to identify clinical and molecular features. Our curated dataset, named MelanoDB, includes whole or partial exome sequencing data for 191 patients, copy number alteration information for 66 patients, and gene expression data for 132 patients. We provide a web application to explore the integrated dataset and data distribution across the collected studies, and we share this dataset with the scientific community according to the Findable, Accessible, Interoperable, Reusable (FAIR) principles.
Open Access PDF
| Concepts | Keywords |
|---|---|
| Inhibitors | Humans |
| Interoperable | Melanoma |
| Molecular | Protein Kinase Inhibitors |
| Tumor | Protein Kinase Inhibitors |
Semantics
| Type | Source | Name |
|---|---|---|
| disease | MESH | melanoma |
| pathway | KEGG | Melanoma |
| disease | MESH | tumor |
| drug | DRUGBANK | Coenzyme M |
| drug | DRUGBANK | L-Valine |
| disease | MESH | recurrence |
| drug | DRUGBANK | Diethylstilbestrol |
| drug | DRUGBANK | L-Citrulline |
| drug | DRUGBANK | Honey |
| disease | MESH | privacy |
| drug | DRUGBANK | Dabrafenib |
| drug | DRUGBANK | Trametinib |
| drug | DRUGBANK | MK-212 |
| drug | DRUGBANK | L-Isoleucine |
| drug | DRUGBANK | Vemurafenib |
| drug | DRUGBANK | Cobimetinib |
| drug | DRUGBANK | Methionine |
| disease | MESH | noma |
| disease | MESH | Metastasis |
| disease | MESH | death |
| drug | DRUGBANK | Myricetin |
| drug | DRUGBANK | Amino acids |
| drug | DRUGBANK | Proline |