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Top 10 correlated genes to BIM (BCL2L11)

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Sup. Table 2. Top 3 functional pathways from ingenuity pathways analysis (IPA) in DTC.

Purpose: EGFR inhibitors (EGFRi) are effective against EGFR-mutant lung cancers. The efficacy of these drugs, however, is mitigated by the outgrowth of resistant cells, most often driven by a secondary acquired mutation in EGFR, T790M. We recently demonstrated that T790M can arise de novo during treatment; it follows that one potential therapeutic strategy to thwart resistance would be identifying and eliminating these cells [referred to as drug-tolerant cells (DTC)] prior to acquiring secondary mutations like T790M.Experimental Design: We have developed DTCs to EGFRi in EGFR-mutant lung cancer cell lines. Subsequent analyses of DTCs included RNA-seq, high-content microscopy, and protein translational assays. Based on these results, we tested the ability of MCL-1 BH3 mimetics to combine with EGFR inhibitors to eliminate DTCs and shrink EGFR-mutant lung cancer tumors in vivo.Results: We demonstrate surviving EGFR-mutant lung cancer cells upregulate the antiapoptotic protein MCL-1 in response to short-term EGFRi treatment. Mechanistically, DTCs undergo a protein biosynthesis enrichment resulting in increased mTORC1-mediated mRNA translation of MCL-1, revealing a novel mechanism in which lung cancer cells adapt to short-term pressures of apoptosis-inducing kinase inhibitors. Moreover, MCL-1 is a key molecule governing the emergence of early EGFR-mutant DTCs to EGFRi, and we demonstrate it can be effectively cotargeted with clinically emerging MCL-1 inhibitors both in vitro and in vivo.Conclusions: Altogether, these data reveal that this novel therapeutic combination may delay the acquisition of secondary mutations, therefore prolonging therapy efficacy. Clin Cancer Res; 24(22); 5658–72. ©2018 AACR.

ZEB1 binding sites found in 1975R2 cells compared to 1975 parental cells

Figure S1. DTCs upregulate TORC1-mediated MCL-1 translation. Figure S2. High-content cell imaging assay. Figure S3. Genetic inhibition of MCL-1 is sufficient to induce apoptosis following EGFR inhibitor treatment. Figure S4. EGFR mutant tumors (PC9) respond to EGFR inhibitor/MCL-1 inhibitor (S63845) combination therapy in vivo. Figure S5. EGFR mutant tumors (HCC827) respond to EGFR inhibitor/MCL-1 inhibitor (S63845) combination therapy in vivo. Figure S6. Upregulation of MCL-1 in EGFR mutant cell lines occurs with other insults.

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Purpose: Epithelial-to-mesenchymal transition (EMT) confers resistance to a number of targeted therapies and chemotherapies. However, it has been unclear why EMT promotes resistance, thereby impairing progress to overcome it.Experimental Design: We have developed several models of EMT-mediated resistance to EGFR inhibitors (EGFRi) in EGFR-mutant lung cancers to evaluate a novel mechanism of EMT-mediated resistance.Results: We observed that mesenchymal EGFR-mutant lung cancers are resistant to EGFRi-induced apoptosis via insufficient expression of BIM, preventing cell death despite potent suppression of oncogenic signaling following EGFRi treatment. Mechanistically, we observed that the EMT transcription factor ZEB1 inhibits BIM expression by binding directly to the BIM promoter and repressing transcription. Derepression of BIM expression by depletion of ZEB1 or treatment with the BH3 mimetic ABT-263 to enhance “free” cellular BIM levels both led to resensitization of mesenchymal EGFR-mutant cancers to EGFRi. This relationship between EMT and loss of BIM is not restricted to EGFR-mutant lung cancers, as it was also observed in KRAS-mutant lung cancers and large datasets, including different cancer subtypes.Conclusions: Altogether, these data reveal a novel mechanistic link between EMT and resistance to lung cancer targeted therapies. Clin Cancer Res; 24(1); 197–208. ©2017 AACR.

Purpose: EGFR inhibitors (EGFRi) are effective against EGFR-mutant lung cancers. The efficacy of these drugs, however, is mitigated by the outgrowth of resistant cells, most often driven by a secondary acquired mutation in EGFR, T790M. We recently demonstrated that T790M can arise de novo during treatment; it follows that one potential therapeutic strategy to thwart resistance would be identifying and eliminating these cells [referred to as drug-tolerant cells (DTC)] prior to acquiring secondary mutations like T790M. Experimental Design: We have developed DTCs to EGFRi in EGFR-mutant lung cancer cell lines. Subsequent analyses of DTCs included RNA-seq, high-content microscopy, and protein translational assays. Based on these results, we tested the ability of MCL-1 BH3 mimetics to combine with EGFR inhibitors to eliminate DTCs and shrink EGFR-mutant lung cancer tumors in vivo. Results: We demonstrate surviving EGFR-mutant lung cancer cells upregulate the antiapoptotic protein MCL-1 in response to short-term EGFRi treatment. Mechanistically, DTCs undergo a protein biosynthesis enrichment resulting in increased mTORC1-mediated mRNA translation of MCL-1, revealing a novel mechanism in which lung cancer cells adapt to short-term pressures of apoptosis-inducing kinase inhibitors. Moreover, MCL-1 is a key molecule governing the emergence of early EGFR-mutant DTCs to EGFRi, and we demonstrate it can be effectively cotargeted with clinically emerging MCL-1 inhibitors both in vitro and in vivo. Conclusions: Altogether, these data reveal that this novel therapeutic combination may delay the acquisition of secondary mutations, therefore prolonging therapy efficacy. Clin Cancer Res; 24(22); 5658–72. ©2018 AACR.

Purpose: Epithelial-to-mesenchymal transition (EMT) confers resistance to a number of targeted therapies and chemotherapies. However, it has been unclear why EMT promotes resistance, thereby impairing progress to overcome it. Experimental Design: We have developed several models of EMT-mediated resistance to EGFR inhibitors (EGFRi) in EGFR-mutant lung cancers to evaluate a novel mechanism of EMT-mediated resistance. Results: We observed that mesenchymal EGFR-mutant lung cancers are resistant to EGFRi-induced apoptosis via insufficient expression of BIM, preventing cell death despite potent suppression of oncogenic signaling following EGFRi treatment. Mechanistically, we observed that the EMT transcription factor ZEB1 inhibits BIM expression by binding directly to the BIM promoter and repressing transcription. Derepression of BIM expression by depletion of ZEB1 or treatment with the BH3 mimetic ABT-263 to enhance “free” cellular BIM levels both led to resensitization of mesenchymal EGFR-mutant cancers to EGFRi. This relationship between EMT and loss of BIM is not restricted to EGFR-mutant lung cancers, as it was also observed in KRAS-mutant lung cancers and large datasets, including different cancer subtypes. Conclusions: Altogether, these data reveal a novel mechanistic link between EMT and resistance to lung cancer targeted therapies. Clin Cancer Res; 24(1); 197–208. ©2017 AACR.

Summary Fewer than half of children with high-risk neuroblastoma survive. Many of these tumors harbor high-level amplification of MYCN, which correlates with poor disease outcome. Using data from our large drug screen we predicted, and subsequently demonstrated, that MYCN-amplified neuroblastomas are sensitive to the BCL-2 inhibitor ABT-199. This sensitivity occurs in part through low anti-apoptotic BCL-xL expression, high pro-apoptotic NOXA expression, and paradoxical, MYCN-driven upregulation of NOXA. Screening for enhancers of ABT-199 sensitivity in MYCN-amplified neuroblastomas, we demonstrate that the Aurora Kinase A inhibitor MLN8237 combines with ABT-199 to induce widespread apoptosis. In diverse models of MYCN-amplified neuroblastoma, including a patient-derived xenograft model, this combination uniformly induced tumor shrinkage, and in multiple instances led to complete tumor regression., Graphical Abstract, Highlights • Amplified MYCN is synthetic lethal with the BCL-2 inhibitor ABT-199 in neuroblastoma • MYCN upregulates the MCL-1 inhibitor, NOXA • MYCN-amplified neuroblastomas are further sensitized to ABT-199 with MLN8237 • ABT-199 with MLN8237 induce tumor regressions in MYCN-amplified neuroblastoma mice, Ham et al. show that MYCN-amplified neuroblastomas are sensitive to treatment with the BCL-2 inhibitor ABT-199 due to MYCN-driven increase of NOXA. Combination treatment with the Aurora Kinase A inhibitor MLN8237 and ABT-199 is synergistic in xenograft models of this tumor type, in part via reducing MCL-1.

High-risk neuroblastoma is often distinguished by amplification of MYCN and loss of differentiation potential. We performed high-throughput drug screening of epigenetic-targeted therapies across a large and diverse tumor cell line panel and uncovered the hypersensitivity of neuroblastoma cells to GSK-J4, a small-molecule dual inhibitor of lysine 27 of histone 3 (H3K27) demethylases ubiquitously transcribed tetratricopeptide repeat, X chromosome (UTX), and histone demethylase Jumonji D3 (JMJD3). Mechanistically, GSK-J4 induced neuroblastoma differentiation and endoplasmic reticulum (ER) stress, with accompanying up-regulation of p53 up-regulated modulator of apoptosis (PUMA) and induction of cell death. Retinoic acid (RA)–resistant neuroblastoma cells were sensitive to GSK-J4. In addition, GSK-J4 was effective at blocking the growth of chemorefractory and patient-derived xenograft models of high-risk neuroblastoma in vivo. Furthermore, GSK-J4 and RA combination increased differentiation and ER stress over GSK-J4 effects and limited the growth of neuroblastomas resistant to either drug alone. In MYCN-amplified neuroblastoma, PUMA induction by GSK-J4 sensitized tumors to the B cell lymphoma 2 (BCL-2) inhibitor venetoclax, demonstrating that epigenetic-targeted therapies and BCL-2 homology domain 3 mimetics can be rationally combined to treat this high-risk subset of neuroblastoma. Therefore, H3K27 demethylation inhibition is a promising therapeutic target to treat high-risk neuroblastoma, and H3K27 demethylation can be part of rational combination therapies to induce robust antineuroblastoma activity.

EGFR inhibitors (EGFRi) are effective at inducing transient tumor shrinkage in EGFR-mutant lung cancers. The efficacy of these drugs however is mitigated by the outgrowth of resistant cells: this is most often manifested by a secondary mutation in EGFR, T790M, which leads to reactivation of key intracellular signaling despite continued drug treatment. We recently demonstrated that T790M can occur both at low frequencies prior to initiation of EGFR inhibitor therapy, or alternatively arise de novo during treatment (Hata et al., Nat Med 2016). Since some cancers form T790M mutations de novo, one potential therapeutic strategy to thwart resistance is to identify the cells surviving initial therapy (referred to as persister cells or drug-tolerant cells [DTCs]) that eventually acquire the T790M mutation, and eliminate them prior to T790M acquisition. To this end, we hypothesized that some cells were refractory to EGFR inhibitor-induced apoptosis, surviving initial therapy and forming a reservoir of cells that could then eventually acquire T790M. We demonstrate that Western blots of lysates from EGFR-mutant lung cancers surviving initial therapy to the EGFR inhibitor gefitinib detect quick ( Citation Format: Kyung-A Song, Timothy L. Lochmann, Neha U. Patel, Jungoh Ham, Brad E. Windle, Hisashi Harada, Joel D. Leverson, Andrew J. Souers, Aaron N. Hata, Hiromichi Ebi, Anthony C. Faber. A protein synthesis switch underlies initial survival of EGFR-mutant lung cancer to EGFR inhibitors [abstract]. In: Proceedings of the Fifth AACR-IASLC International Joint Conference: Lung Cancer Translational Science from the Bench to the Clinic; Jan 8-11, 2018; San Diego, CA. Philadelphia (PA): AACR; Clin Cancer Res 2018;24(17_Suppl):Abstract nr B31.

Interphase chromosomes in Saccharomyces cerevisiae are tethered to the nuclear envelope at their telomeres and to the spindle pole body (SPB) at their centromeres. Using a polymer model of yeast chromosomes that includes these interactions, we show theoretically that telomere attachment to the nuclear envelope is a major determinant of gene positioning within the nucleus only for genes within 10 kb of the telomeres. We test this prediction by measuring the distance between the SPB and the silent mating locus (HML) on chromosome III in wild-type and mutant yeast strains that contain altered chromosome-tethering interactions. In wild-type yeast cells we find that disruption of the telomere tether does not dramatically change the position of HML with respect to the SPB, in agreement with theoretical predictions. Alternatively, using a mutant strain with a synthetic tether that localizes an HML-proximal site to the nuclear envelope, we find a significant change in the SPB-HML distance, again as predicted by theory. Our study quantifies the importance of tethering at telomeres on the organization of interphase chromosomes in yeast, which has been shown to play a significant role in determining chromosome function such as gene expression and recombination.

The development of acquired drug resistance limits the effectiveness of targeted therapies for lung cancer. In 50% of patients with EGFR mutant non-small cell lung cancer (NSCLC), acquired resistance to EGFR inhibitors can be attributed to the development of a secondary T790M mutation that prevents drug binding. Third generation irreversible EGFR inhibitors that effectively inhibit EGFR with T790M are currently under clinical development. Using patient-derived EGFR mutant NSCLC models of T790M+ acquired resistance, we observed that the presence of a mesenchymal phenotype was associated with a decreased response to subsequent irreversible EGFR inhibitor therapy. Epithelial-to-mesenchymal transformation (EMT) led to suppression of pro-apoptotic signaling and a blunted apoptotic response to EGFR inhibition. Combination BCL-XL and irreversible EGFR inhibitor therapy restored the apoptotic response and resulted in regressions of T790M+ resistant tumors that exhibited poor response to single agent irreversible EGFR inhibitors. This suggests that combining BCL-XL and irreversible EGFR inhibitors may be an effective treatment strategy for T790M+ resistant EGFR mutant lung cancers with suppressed apoptotic signaling due co-acquisition of a mesenchymal phenotype. Citation Format: Aaron N. Hata, Matthew J. Niederst, Hannah L. Archibald, Hillary Mulvey, Jungoh Ham, Maria Gomez-Caraballo, Anuj Kalsy, Anthony C. Faber, Jeffrey Engelman. Co-acquisition of T790M and EMT in resistant EGFR mutant non-small cell lung cancer can be overcome by combined irreversible EGFR and BCL-XL inhibition. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 2845. doi:10.1158/1538-7445.AM2015-2845

The location of genes in the interphase nucleus can influence gene expression and recombination. We examine a random walk polymer model of an interphase yeast chromosome that takes into account Rabl organization, namely attachment of the centromere to the spindle pole body, and tethering of the telomeres to the nuclear membrane. using this model, we calculate the probability distribution for the spatial positioning of a single genetic locus on chromosome III and compare it to an experimental distribution obtained by fluorescence microscopy of wild-type yeast cells. To best fit the model to the experimental distribution, the parameters for chromatin rigidity and nuclear architecture are optimized using values within the ranges reported by previous studies. We then quantitatively test the model using a yeast mutant in which the telomeres are not tethered to the nuclear envelope. The mutant's experimental and computational distributions quantitatively agree, which is evidence that a random walk polymer model of yeast chromosomes that incorporates Rabl organization can account for the spatial positioning of genetic loci during interphase. Further studies will apply this model to the understanding of homologous recombination, specifically in the context of double strand break repair.