Drug Repurposing to Identify a Synergistic High-Order Drug Combination to Treat Sunitinib-Resistant Renal Cell Carcinoma.
Magdalena RauschAdriano RutzPierre-Marie AllardCéline Delucinge-VivierMylène DocquierOlivier DormondPaul J DysonJean-Luc WolfenderPatrycja Nowak-SliwinskaPublished in: Cancers (2021)
Repurposed drugs have been evaluated for the management of clear cell renal cell carcinoma (ccRCC), but only a few have influenced the overall survival of patients with advanced disease. To combine repurposed non-oncology with oncological drugs, we applied our validated phenotypic method, which consisted of a reduced experimental part and data modeling. A synergistic optimized multidrug combination (ODC) was identified to significantly reduce the energy levels in cancer remaining inactive in non-cancerous cells. The ODC consisted of Rapta-C, erlotinib, metformin and parthenolide and low doses. Molecular and functional analysis of ODC revealed a loss of adhesiveness and induction of apoptosis. Gene-expression network analysis displayed significant alterations in the cellular metabolism, confirmed by LC-MS based metabolomic analysis, highlighting significant changes in the lipid classes. We used heterotypic in vitro 3D co-cultures and ex vivo organoids to validate the activity of the ODC, maintaining an efficacy of over 70%. Our results show that repurposed drugs can be combined to target cancer cells selectively with prominent activity. The strong impact on cell adherence and metabolism indicates a favorable mechanism of action of the ODC to treat ccRCC.
Keyphrases
- renal cell carcinoma
- network analysis
- gene expression
- cell cycle arrest
- induced apoptosis
- single cell
- drug induced
- endoplasmic reticulum stress
- oxidative stress
- cell death
- palliative care
- dna methylation
- papillary thyroid
- cancer therapy
- drug resistant
- emergency department
- prostate cancer
- squamous cell carcinoma
- type diabetes
- big data
- metabolic syndrome
- cell therapy
- skeletal muscle
- machine learning
- advanced non small cell lung cancer
- drug delivery
- bone marrow
- adipose tissue
- young adults
- cell proliferation
- mesenchymal stem cells
- tyrosine kinase