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1.
Nat Commun ; 11(1): 2935, 2020 06 10.
Artigo em Inglês | MEDLINE | ID: mdl-32523045

RESUMO

Personalized cancer treatments using combinations of drugs with a synergistic effect is attractive but proves to be highly challenging. Here we present an approach to uncover the efficacy of drug combinations based on the analysis of mono-drug effects. For this we used dose-response data from pharmacogenomic encyclopedias and represent these as a drug atlas. The drug atlas represents the relations between drug effects and allows to identify independent processes for which the tumor might be particularly vulnerable when attacked by two drugs. Our approach enables the prediction of combination-therapy which can be linked to tumor-driving mutations. By using this strategy, we can uncover potential effective drug combinations on a pan-cancer scale. Predicted synergies are provided and have been validated in glioblastoma, breast cancer, melanoma and leukemia mouse-models, resulting in therapeutic synergy in 75% of the tested models. This indicates that we can accurately predict effective drug combinations with translational value.


Assuntos
Sinergismo Farmacológico , Animais , Antineoplásicos/farmacologia , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Sobrevivência Celular/genética , Biologia Computacional , Combinação de Medicamentos , Glioblastoma/metabolismo , Humanos , Modelos Logísticos , Melanoma/metabolismo
2.
BMC Cancer ; 17(1): 204, 2017 03 21.
Artigo em Inglês | MEDLINE | ID: mdl-28320338

RESUMO

BACKGROUND: Glioblastoma multiforme (GBM) is the most common, invasive and deadly primary type of malignant brain tumor. The Phosphatidylinositol-3-Kinase/AKT (PI3K/AKT) pathway is highly active in GBM and has been associated with increased survival and resistance to therapy. The aim of this study is to investigate the effects of AKT inhibition in combination with the current standard of care which consists of irradiation and temozolomide (TMZ) on human malignant glioma cells growing adherent and as multicellular spheroids in vitro. METHODS: The effects of the allosteric inhibitor MK2206 combined with irradiation and TMZ were assessed on glioma cells growing adherent and as multicellular 3D spheroids. The interaction was studied on proliferation, clonogenic cell survival, cell invasion, -migration and on expression of key proteins in the PI3K-AKT pathway by western blot. RESULTS: A differential effect was found at low- (1 µM) and high dose (10 µM) MK2206. At 1 µM, the inhibitor reduced phosphorylation of Thr308 and Ser473 residues of AKT in both adherent cells and spheroids. Low dose MK2206 delayed spheroid growth and sensitized spheroids to both irradiation and TMZ in a synergistic way (Combination index <0.35). In contrast, neither low nor high dose MK2206 did enhance therapy sensitivity in adherent growing cells. Effective inhibition of invasion and migration was observed only at higher doses of MK2206 (>5 µM). CONCLUSIONS: The data show that a 3D spheroid model show different sensitivity to irradiation when combined with AKT inhibition. Thereby we show that MK2206 has potential synergistic efficacy to the current standard of care for glioma patients.


Assuntos
Compostos Heterocíclicos com 3 Anéis/farmacologia , Proteínas Proto-Oncogênicas c-akt/antagonistas & inibidores , Esferoides Celulares/efeitos dos fármacos , Esferoides Celulares/efeitos da radiação , Antineoplásicos Alquilantes/farmacologia , Western Blotting , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Proliferação de Células/efeitos da radiação , Dacarbazina/análogos & derivados , Dacarbazina/farmacologia , Sinergismo Farmacológico , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Fosfatidilinositol 3-Quinase/metabolismo , Fosforilação/efeitos dos fármacos , Fosforilação/efeitos da radiação , Proteínas Proto-Oncogênicas c-akt/metabolismo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/efeitos da radiação , Temozolomida
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