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1.
NPJ Precis Oncol ; 5(1): 50, 2021 Jun 10.
Article in English | MEDLINE | ID: mdl-34112933

ABSTRACT

BRAFV600E melanoma patients, despite initially responding to the clinically prescribed anti-BRAFV600E therapy, often relapse, and their tumors develop drug resistance. While it is widely accepted that these tumors are originally driven by the BRAFV600E mutation, they often eventually diverge and become supported by various signaling networks. Therefore, patient-specific altered signaling signatures should be deciphered and treated individually. In this study, we design individualized melanoma combination treatments based on personalized network alterations. Using an information-theoretic approach, we compute high-resolution patient-specific altered signaling signatures. These altered signaling signatures each consist of several co-expressed subnetworks, which should all be targeted to optimally inhibit the entire altered signaling flux. Based on these data, we design smart, personalized drug combinations, often consisting of FDA-approved drugs. We validate our approach in vitro and in vivo showing that individualized drug combinations that are rationally based on patient-specific altered signaling signatures are more efficient than the clinically used anti-BRAFV600E or BRAFV600E/MEK targeted therapy. Furthermore, these drug combinations are highly selective, as a drug combination efficient for one BRAFV600E tumor is significantly less efficient for another, and vice versa. The approach presented herein can be broadly applicable to aid clinicians to rationally design patient-specific anti-melanoma drug combinations.

2.
Oncogene ; 35(20): 2675-80, 2016 05 19.
Article in English | MEDLINE | ID: mdl-26119932

ABSTRACT

It is well known that specific signal transduction inhibitors rarely suffice as anti-cancer agents. In most cases, tumors possess primary drug resistance due to their inherent heterogeneity, or acquire drug resistance due to genomic instability and acquisition of mutations. Here we expand our previous study of the novel compound, NT157, and show that it acts as a dual-targeting agent that invokes the blockage of two signal transduction pathways that are central to the development and maintenance of multiple human cancers. We show that NT157 targets not only IGF1R-IRS1/2, as previously reported, but also the Stat3 signaling pathway and demonstrates remarkable anti-cancer characteristics in A375 human melanoma cells and in a metastatic melanoma model in mice.


Subject(s)
Antineoplastic Agents/pharmacology , Melanoma/drug therapy , Molecular Targeted Therapy/methods , Pyrogallol/analogs & derivatives , Receptors, Somatomedin/metabolism , STAT3 Transcription Factor/metabolism , Signal Transduction/drug effects , Sulfonamides/pharmacology , Antineoplastic Agents/therapeutic use , Cell Line, Tumor , Drug Discovery , Humans , Melanoma/pathology , Neoplasm Invasiveness , Pyrogallol/pharmacology , Pyrogallol/therapeutic use , Receptor, IGF Type 1 , Sulfonamides/therapeutic use
3.
Oncogene ; 35(20): 2634-44, 2016 05 19.
Article in English | MEDLINE | ID: mdl-26364612

ABSTRACT

The tumor microenvironment (TME) exerts critical pro-tumorigenic effects through cytokines and growth factors that support cancer cell proliferation, survival, motility and invasion. Insulin-like growth factor-1 (IGF-1) and signal transducer and activator of transcription 3 (STAT3) stimulate colorectal cancer development and progression via cell autonomous and microenvironmental effects. Using a unique inhibitor, NT157, which targets both IGF-1 receptor (IGF-1R) and STAT3, we show that these pathways regulate many TME functions associated with sporadic colonic tumorigenesis in CPC-APC mice, in which cancer development is driven by loss of the Apc tumor suppressor gene. NT157 causes a substantial reduction in tumor burden by affecting cancer cells, cancer-associated fibroblasts (CAF) and myeloid cells. Decreased cancer cell proliferation and increased apoptosis were accompanied by inhibition of CAF activation and decreased inflammation. Furthermore, NT157 inhibited expression of pro-tumorigenic cytokines, chemokines and growth factors, including IL-6, IL-11 and IL-23 as well as CCL2, CCL5, CXCL7, CXCL5, ICAM1 and TGFß; decreased cancer cell migratory activity and reduced their proliferation in the liver. NT157 represents a new class of anti-cancer drugs that affect both the malignant cell and its supportive microenvironment.


Subject(s)
Colorectal Neoplasms/drug therapy , Molecular Targeted Therapy/methods , Receptor, IGF Type 1/metabolism , Receptor, Insulin/metabolism , STAT3 Transcription Factor/metabolism , Signal Transduction/drug effects , Tumor Microenvironment/drug effects , Adenomatous Polyposis Coli Protein/genetics , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Cell Line, Tumor , Cell Proliferation/drug effects , Colorectal Neoplasms/immunology , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Macrophage Activation/drug effects , Mice , Mice, Inbred C57BL , Neoplasm Metastasis , Tumor Burden/drug effects
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