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1.
bioRxiv ; 2023 Oct 20.
Article in English | MEDLINE | ID: mdl-37905142

ABSTRACT

Glioblastoma (GBM) is the most aggressive form of primary brain tumor. Complete surgical resection of GBM is almost impossible due to the infiltrative nature of the cancer. While no evidence for recent selection events have been found after diagnosis, the selective forces that govern gliomagenesis are strong, shaping the tumor's cell composition during the initial progression to malignancy with late consequences for invasiveness and therapy response. We present a mathematical model that simulates the growth and invasion of a glioma, given its ploidy level and the nature of its brain tissue micro-environment (TME), and use it to make inferences about GBM initiation and response to standard-of-care treatment. We approximate the spatial distribution of resource access in the TME through integration of in-silico modelling, multi-omics data and image analysis of primary and recurrent GBM. In the pre-malignant setting, our in-silico results suggest that low ploidy cancer cells are more resistant to starvation-induced cell death. In the malignant setting, between first and second surgery, simulated tumors with different ploidy compositions progressed at different rates. Whether higher ploidy predicted fast recurrence, however, depended on the TME. Historical data supports this dependence on TME resources, as shown by a significant correlation between the median glucose uptake rates in human tissues and the median ploidy of cancer types that arise in the respective tissues (Spearman r = -0.70; P = 0.026). Taken together our findings suggest that availability of metabolic substrates in the TME drives different cell fate decisions for cancer cells with different ploidy and shapes GBM disease initiation and relapse characteristics.

2.
Cancer Res ; 81(2): 400-413, 2021 01 15.
Article in English | MEDLINE | ID: mdl-33172929

ABSTRACT

Polyploid giant cancer cells (PGCC) are common in tumors and have been associated with resistance to cancer therapy, tumor relapse, malignancy, immunosuppression, metastasis, cancer stem cell production, and modulation of the tumor microenvironment. However, the molecular mechanisms that cause these cells to form are not yet known. In this study, we discover that Aurora kinases are synergistic determinants of a switch from the proliferative cell cycle to polyploid growth and multinucleation in lung cancer cell lines. When Aurora kinases were inhibited together, lung cancer cells uniformly grew into multinucleated PGCCs. These cells adopted an endoreplication in which the genome replicates, mitosis is omitted, and cells grow in size. Consequently, such cells continued to safely grow in the presence of antimitotic agents. These PGCC re-entered the proliferative cell cycle and grew in cell number when treatment was terminated. Thus, PGCC formation might represent a fundamental cellular response to Aurora kinase inhibitors and contributes to therapy resistance or tumor relapse. SIGNIFICANCE: These findings provide a novel insight about how cancer cells respond to Aurora kinase inhibitors and identify a new mechanism responsible for resistance to these agents and other antimitotic drugs.


Subject(s)
Antimitotic Agents/pharmacology , Aurora Kinase A/antagonists & inhibitors , Aurora Kinase B/antagonists & inhibitors , Drug Resistance, Neoplasm , Giant Cells/drug effects , Lung Neoplasms/drug therapy , Neoplastic Stem Cells/drug effects , Apoptosis , Aurora Kinase A/genetics , Aurora Kinase A/metabolism , Aurora Kinase B/genetics , Aurora Kinase B/metabolism , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Cell Proliferation , Endoreduplication , Gene Expression Regulation, Neoplastic , Giant Cells/metabolism , Giant Cells/pathology , Humans , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Tumor Cells, Cultured , Tumor Microenvironment
3.
Nat Commun ; 8: 14098, 2017 01 19.
Article in English | MEDLINE | ID: mdl-28102363

ABSTRACT

Mutations in the SMARCA4/BRG1 gene resulting in complete loss of its protein (BRG1) occur frequently in non-small cell lung cancer (NSCLC) cells. Currently, no single therapeutic agent has been identified as synthetically lethal with SMARCA4/BRG1 loss. We identify AURKA activity as essential in NSCLC cells lacking SMARCA4/BRG1. In these cells, RNAi-mediated depletion or chemical inhibition of AURKA induces apoptosis and cell death in vitro and in xenograft mouse models. Disc large homologue-associated protein 5 (HURP/DLGAP5), required for AURKA-dependent, centrosome-independent mitotic spindle assembly is essential for the survival and proliferation of SMARCA4/BRG1 mutant but not of SMARCA4/BRG1 wild-type cells. AURKA inhibitors may provide a therapeutic strategy for biomarker-driven clinical studies to treat the NSCLCs harbouring SMARCA4/BRG1-inactivating mutations.


Subject(s)
Aurora Kinase A/antagonists & inhibitors , Aurora Kinase A/metabolism , Carcinoma, Non-Small-Cell Lung/drug therapy , DNA Helicases/metabolism , Lung Neoplasms/drug therapy , Nuclear Proteins/metabolism , Piperazines/pharmacology , Transcription Factors/metabolism , Animals , Carcinoma, Non-Small-Cell Lung/genetics , Cell Line, Tumor , Cell Survival , DNA Helicases/genetics , Female , Gene Expression Regulation, Neoplastic , Genome-Wide Association Study , High-Throughput Nucleotide Sequencing , Humans , Lung Neoplasms/genetics , Mice , Mice, SCID , Mutation , Neoplasms, Experimental , Nuclear Proteins/genetics , Protein Kinase Inhibitors/pharmacology , RNA Interference , RNA, Small Interfering , Transcription Factors/genetics
4.
Mol Cancer Ther ; 15(1): 23-36, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26668189

ABSTRACT

SW044248, identified through a screen for chemicals that are selectively toxic for non-small cell lung cancer (NSCLC) cell lines, was found to rapidly inhibit macromolecular synthesis in sensitive, but not in insensitive, cells. SW044248 killed approximately 15% of a panel of 74 NSCLC cell lines and was nontoxic to immortalized human bronchial cell lines. The acute transcriptional response to SW044248 in sensitive HCC4017 cells correlated significantly with inhibitors of topoisomerases and SW044248 inhibited topoisomerase 1 (Top1) but not topoisomerase 2. SW044248 inhibited Top1 differently from camptothecin and camptothecin did not show the same selective toxicity as SW044248. Elimination of Top1 by siRNA partially protected cells from SW044248, although removing Top1 was itself eventually toxic. Cells resistant to SW044248 responded to the compound by upregulating CDKN1A and siRNA to CDKN1A sensitized those cells to SW044248. Thus, at least part of the differential sensitivity of NSCLC cells to SW044248 is the ability to upregulate CDKN1A.


Subject(s)
Antineoplastic Agents/pharmacology , Topoisomerase I Inhibitors/pharmacology , Antineoplastic Agents/chemistry , Carcinoma, Non-Small-Cell Lung , Cell Line, Tumor , Cyclin-Dependent Kinase Inhibitor p21/metabolism , DNA Damage/drug effects , DNA Replication/drug effects , Dose-Response Relationship, Drug , Humans , Indoles/chemistry , Indoles/pharmacology , Inhibitory Concentration 50 , Lung Neoplasms , Protein Biosynthesis/drug effects , Stress, Physiological/drug effects , Topoisomerase I Inhibitors/chemistry , Transcription Factors/metabolism , Transcription, Genetic/drug effects , Triazines/chemistry , Triazines/pharmacology , Tumor Cells, Cultured
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