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Dive into the research topics where Dennie T. Frederick is active.

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Featured researches published by Dennie T. Frederick.


Nature | 2012

Tumour micro-environment elicits innate resistance to RAF inhibitors through HGF secretion

Ravid Straussman; Teppei Morikawa; Kevin Shee; Michal Barzily-Rokni; Zhi Rong Qian; Jinyan Du; Ashli Davis; Margaret M. Mongare; Joshua Gould; Dennie T. Frederick; Zachary A. Cooper; Paul B. Chapman; David B. Solit; Antoni Ribas; Roger S. Lo; Keith T. Flaherty; Shuji Ogino; Jennifer A. Wargo; Todd R. Golub

Drug resistance presents a challenge to the treatment of cancer patients. Many studies have focused on cell-autonomous mechanisms of drug resistance. By contrast, we proposed that the tumour micro-environment confers innate resistance to therapy. Here we developed a co-culture system to systematically assay the ability of 23 stromal cell types to influence the innate resistance of 45 cancer cell lines to 35 anticancer drugs. We found that stroma-mediated resistance is common, particularly to targeted agents. We characterized further the stroma-mediated resistance of BRAF-mutant melanoma to RAF inhibitors because most patients with this type of cancer show some degree of innate resistance. Proteomic analysis showed that stromal cell secretion of hepatocyte growth factor (HGF) resulted in activation of the HGF receptor MET, reactivation of the mitogen-activated protein kinase (MAPK) and phosphatidylinositol-3-OH kinase (PI(3)K)–AKT signalling pathways, and immediate resistance to RAF inhibition. Immunohistochemistry experiments confirmed stromal cell expression of HGF in patients with BRAF-mutant melanoma and showed a significant correlation between HGF expression by stromal cells and innate resistance to RAF inhibitor treatment. Dual inhibition of RAF and either HGF or MET resulted in reversal of drug resistance, suggesting RAF plus HGF or MET inhibitory combination therapy as a potential therapeutic strategy for BRAF-mutant melanoma. A similar resistance mechanism was uncovered in a subset of BRAF-mutant colorectal and glioblastoma cell lines. More generally, this study indicates that the systematic dissection of interactions between tumours and their micro-environment can uncover important mechanisms underlying drug resistance.Drug resistance presents a challenge to the treatment of cancer patients. Many studies have focused on cell-autonomous mechanisms of drug resistance. By contrast, we proposed that the tumour micro-environment confers innate resistance to therapy. Here we developed a co-culture system to systematically assay the ability of 23 stromal cell types to influence the innate resistance of 45 cancer cell lines to 35 anticancer drugs. We found that stroma-mediated resistance is common, particularly to targeted agents. We characterized further the stroma-mediated resistance of BRAF-mutant melanoma to RAF inhibitors because most patients with this type of cancer show some degree of innate resistance. Proteomic analysis showed that stromal cell secretion of hepatocyte growth factor (HGF) resulted in activation of the HGF receptor MET, reactivation of the mitogen-activated protein kinase (MAPK) and phosphatidylinositol-3-OH kinase (PI(3)K)-AKT signalling pathways, and immediate resistance to RAF inhibition. Immunohistochemistry experiments confirmed stromal cell expression of HGF in patients with BRAF-mutant melanoma and showed a significant correlation between HGF expression by stromal cells and innate resistance to RAF inhibitor treatment. Dual inhibition of RAF and either HGF or MET resulted in reversal of drug resistance, suggesting RAF plus HGF or MET inhibitory combination therapy as a potential therapeutic strategy for BRAF-mutant melanoma. A similar resistance mechanism was uncovered in a subset of BRAF-mutant colorectal and glioblastoma cell lines. More generally, this study indicates that the systematic dissection of interactions between tumours and their micro-environment can uncover important mechanisms underlying drug resistance.


Clinical Cancer Research | 2013

BRAF Inhibition Is Associated with Enhanced Melanoma Antigen Expression and a More Favorable Tumor Microenvironment in Patients with Metastatic Melanoma

Dennie T. Frederick; Adriano Piris; Alexandria P. Cogdill; Zachary A. Cooper; Cecilia Lezcano; Cristina R. Ferrone; Devarati Mitra; Andrea Boni; Lindsay P Newton; Chengwen Liu; Weiyi Peng; Ryan J. Sullivan; Donald P. Lawrence; F. Stephen Hodi; Willem W. Overwijk; Gregory Lizée; George F. Murphy; Patrick Hwu; Keith T. Flaherty; David E. Fisher; Jennifer A. Wargo

Purpose: To evaluate the effects of BRAF inhibition on the tumor microenvironment in patients with metastatic melanoma. Experimental Design: Thirty-five biopsies were collected from 16 patients with metastatic melanoma pretreatment (day 0) and at 10 to 14 days after initiation of treatment with either BRAF inhibitor alone (vemurafenib) or BRAF + MEK inhibition (dabrafenib + trametinib) and were also taken at time of progression. Biopsies were analyzed for melanoma antigens, T-cell markers, and immunomodulatory cytokines. Results: Treatment with either BRAF inhibitor alone or BRAF + MEK inhibitor was associated with an increased expression of melanoma antigens and an increase in CD8+ T-cell infiltrate. This was also associated with a decrease in immunosuppressive cytokines [interleukin (IL)-6 and IL-8] and an increase in markers of T-cell cytotoxicity. Interestingly, expression of exhaustion markers TIM-3 and PD1 and the immunosuppressive ligand PDL1 was increased on treatment. A decrease in melanoma antigen expression and CD8 T-cell infiltrate was noted at time of progression on BRAF inhibitor alone and was reversed with combined BRAF and MEK inhibition. Conclusions: Together, these data suggest that treatment with BRAF inhibition enhances melanoma antigen expression and facilitates T-cell cytotoxicity and a more favorable tumor microenvironment, providing support for potential synergy of BRAF-targeted therapy and immunotherapy. Interestingly, markers of T-cell exhaustion and the immunosuppressive ligand PDL1 are also increased with BRAF inhibition, further implying that immune checkpoint blockade may be critical in augmenting responses to BRAF-targeted therapy in patients with melanoma. Clin Cancer Res; 19(5); 1225–31. ©2013 AACR.


Science | 2016

Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq

Itay Tirosh; Benjamin Izar; Sanjay Prakadan; Marc H. Wadsworth; Daniel J. Treacy; John J. Trombetta; Asaf Rotem; Christopher Rodman; Christine G. Lian; George F. Murphy; Mohammad Fallahi-Sichani; Ken Dutton-Regester; Jia-Ren Lin; Ofir Cohen; Parin Shah; Diana Lu; Alex S. Genshaft; Travis K. Hughes; Carly G.K. Ziegler; Samuel W. Kazer; Aleth Gaillard; Kellie E. Kolb; Alexandra-Chloé Villani; Cory M. Johannessen; Aleksandr Andreev; Eliezer M. Van Allen; Monica M. Bertagnolli; Peter K. Sorger; Ryan J. Sullivan; Keith T. Flaherty

Single-cell expression profiles of melanoma Tumors harbor multiple cell types that are thought to play a role in the development of resistance to drug treatments. Tirosh et al. used single-cell sequencing to investigate the distribution of these differing genetic profiles within melanomas. Many cells harbored heterogeneous genetic programs that reflected two different states of genetic expression, one of which was linked to resistance development. Following drug treatment, the resistance-linked expression state was found at a much higher level. Furthermore, the environment of the melanoma cells affected their gene expression programs. Science, this issue p. 189 Melanoma cells show transcriptional heterogeneity. To explore the distinct genotypic and phenotypic states of melanoma tumors, we applied single-cell RNA sequencing (RNA-seq) to 4645 single cells isolated from 19 patients, profiling malignant, immune, stromal, and endothelial cells. Malignant cells within the same tumor displayed transcriptional heterogeneity associated with the cell cycle, spatial context, and a drug-resistance program. In particular, all tumors harbored malignant cells from two distinct transcriptional cell states, such that tumors characterized by high levels of the MITF transcription factor also contained cells with low MITF and elevated levels of the AXL kinase. Single-cell analyses suggested distinct tumor microenvironmental patterns, including cell-to-cell interactions. Analysis of tumor-infiltrating T cells revealed exhaustion programs, their connection to T cell activation and clonal expansion, and their variability across patients. Overall, we begin to unravel the cellular ecosystem of tumors and how single-cell genomics offers insights with implications for both targeted and immune therapies.


Cancer Cell | 2013

Oncogenic BRAF Regulates Oxidative Metabolism via PGC1α and MITF

Rizwan Haq; Jonathan Shoag; Pedro Andreu-Perez; Satoru Yokoyama; Hannah Edelman; Glenn C. Rowe; Dennie T. Frederick; Aeron D. Hurley; Abhinav Nellore; Andrew L. Kung; Jennifer A. Wargo; Jun S. Song; David E. Fisher; Zolt Arany; Hans R. Widlund

Activating mutations in BRAF are the most common genetic alterations in melanoma. Inhibition of BRAF by small molecules leads to cell-cycle arrest and apoptosis. We show here that BRAF inhibition also induces an oxidative phosphorylation gene program, mitochondrial biogenesis, and the increased expression of the mitochondrial master regulator, PGC1α. We further show that a target of BRAF, the melanocyte lineage factor MITF, directly regulates the expression of PGC1α. Melanomas with activation of the BRAF/MAPK pathway have suppressed levels of MITF and PGC1α and decreased oxidative metabolism. Conversely, treatment of BRAF-mutated melanomas with BRAF inhibitors renders them addicted to oxidative phosphorylation. Our data thus identify an adaptive metabolic program that limits the efficacy of BRAF inhibitors.


Cancer Discovery | 2014

MAP Kinase Pathway Alterations in BRAF-Mutant Melanoma Patients with Acquired Resistance to Combined RAF/MEK Inhibition

Nikhil Wagle; Eliezer M. Van Allen; Daniel J. Treacy; Dennie T. Frederick; Zachary A. Cooper; Amaro Taylor-Weiner; Mara Rosenberg; Eva M. Goetz; Ryan J. Sullivan; Deborah N. Farlow; Dennis Friedrich; Kristin Anderka; Danielle Perrin; Cory M. Johannessen; Aaron McKenna; Kristian Cibulskis; Gregory V. Kryukov; Eran Hodis; Donald P. Lawrence; Sheila Fisher; Gad Getz; Stacey Gabriel; Scott L. Carter; Keith T. Flaherty; Jennifer A. Wargo; Levi A. Garraway

Treatment of BRAF-mutant melanoma with combined dabrafenib and trametinib, which target RAF and the downstream MAP-ERK kinase (MEK)1 and MEK2 kinases, respectively, improves progression-free survival and response rates compared with dabrafenib monotherapy. Mechanisms of clinical resistance to combined RAF/MEK inhibition are unknown. We performed whole-exome sequencing (WES) and whole-transcriptome sequencing (RNA-seq) on pretreatment and drug-resistant tumors from five patients with acquired resistance to dabrafenib/trametinib. In three of these patients, we identified additional mitogen-activated protein kinase (MAPK) pathway alterations in the resistant tumor that were not detected in the pretreatment tumor, including a novel activating mutation in MEK2 (MEK2(Q60P)). MEK2(Q60P) conferred resistance to combined RAF/MEK inhibition in vitro, but remained sensitive to inhibition of the downstream kinase extracellular signal-regulated kinase (ERK). The continued MAPK signaling-based resistance identified in these patients suggests that alternative dosing of current agents, more potent RAF/MEK inhibitors, and/or inhibition of the downstream kinase ERK may be needed for durable control of BRAF-mutant melanoma.


Nature | 2013

A melanocyte lineage program confers resistance to MAP kinase pathway inhibition

Cory M. Johannessen; Laura A. Johnson; Federica Piccioni; Aisha Townes; Dennie T. Frederick; Melanie K. Donahue; Rajiv Narayan; Keith T. Flaherty; Jennifer A. Wargo; David E. Root; Levi A. Garraway

Malignant melanomas harbouring point mutations (Val600Glu) in the serine/threonine-protein kinase BRAF (BRAF(V600E)) depend on RAF–MEK–ERK signalling for tumour cell growth. RAF and MEK inhibitors show remarkable clinical efficacy in BRAF(V600E) melanoma; however, resistance to these agents remains a formidable challenge. Global characterization of resistance mechanisms may inform the development of more effective therapeutic combinations. Here we carried out systematic gain-of-function resistance studies by expressing more than 15,500 genes individually in a BRAF(V600E) melanoma cell line treated with RAF, MEK, ERK or combined RAF–MEK inhibitors. These studies revealed a cyclic-AMP-dependent melanocytic signalling network not previously associated with drug resistance, including G-protein-coupled receptors, adenyl cyclase, protein kinase A and cAMP response element binding protein (CREB). Preliminary analysis of biopsies from BRAF(V600E) melanoma patients revealed that phosphorylated (active) CREB was suppressed by RAF–MEK inhibition but restored in relapsing tumours. Expression of transcription factors activated downstream of MAP kinase and cAMP pathways also conferred resistance, including c-FOS, NR4A1, NR4A2 and MITF. Combined treatment with MAPK-pathway and histone-deacetylase inhibitors suppressed MITF expression and cAMP-mediated resistance. Collectively, these data suggest that oncogenic dysregulation of a melanocyte lineage dependency can cause resistance to RAF–MEK–ERK inhibition, which may be overcome by combining signalling- and chromatin-directed therapeutics.


Clinical Cancer Research | 2013

BRAF Inhibition Increases Tumor Infiltration by T cells and Enhances the Antitumor Activity of Adoptive Immunotherapy in Mice

Chengwen Liu; Weiyi Peng; Chunyu Xu; Yanyan Lou; Minying Zhang; Jennifer A. Wargo; Jie Qing Chen; Haiyan S. Li; Stephanie S. Watowich; Yan Yang; Dennie T. Frederick; Zachary A. Cooper; Rina M. Mbofung; Mayra Whittington; Keith T. Flaherty; Scott E. Woodman; Michael A. Davies; Laszlo Radvanyi; Willem W. Overwijk; Gregory Lizée; Patrick Hwu

Purpose: Treatment of melanoma patients with selective BRAF inhibitors results in objective clinical responses in the majority of patients with BRAF-mutant tumors. However, resistance to these inhibitors develops within a few months. In this study, we test the hypothesis that BRAF inhibition in combination with adoptive T-cell transfer (ACT) will be more effective at inducing long-term clinical regressions of BRAF-mutant tumors. Experimental Design: BRAF-mutated human melanoma tumor cell lines transduced to express gp100 and H-2Db to allow recognition by gp100-specific pmel-1 T cells were used as xenograft models to assess melanocyte differentiation antigen–independent enhancement of immune responses by BRAF inhibitor PLX4720. Luciferase-expressing pmel-1 T cells were generated to monitor T-cell migration in vivo. The expression of VEGF was determined by ELISA, protein array, and immunohistochemistry. Importantly, VEGF expression after BRAF inhibition was tested in a set of patient samples. Results: We found that administration of PLX4720 significantly increased tumor infiltration of adoptively transferred T cells in vivo and enhanced the antitumor activity of ACT. This increased T-cell infiltration was primarily mediated by the ability of PLX4720 to inhibit melanoma tumor cell production of VEGF by reducing the binding of c-myc to the VEGF promoter. Furthermore, analysis of human melanoma patient tumor biopsies before and during BRAF inhibitor treatment showed downregulation of VEGF consistent with the preclinical murine model. Conclusion: These findings provide a strong rationale to evaluate the potential clinical application of combining BRAF inhibition with T-cell–based immunotherapy for the treatment of patients with melanoma. Clin Cancer Res; 19(2); 393–403. ©2012 AACR.


Cancer Discovery | 2014

A Melanoma Cell State Distinction Influences Sensitivity to MAPK Pathway Inhibitors

David J. Konieczkowski; Cory M. Johannessen; Omar Abudayyeh; Jong Wook Kim; Zachary A. Cooper; Adriano Piris; Dennie T. Frederick; Michal Barzily-Rokni; Ravid Straussman; Rizwan Haq; David E. Fisher; Jill P. Mesirov; William C. Hahn; Keith T. Flaherty; Jennifer A. Wargo; Pablo Tamayo; Levi A. Garraway

UNLABELLED Most melanomas harbor oncogenic BRAF(V600) mutations, which constitutively activate the MAPK pathway. Although MAPK pathway inhibitors show clinical benefit in BRAF(V600)-mutant melanoma, it remains incompletely understood why 10% to 20% of patients fail to respond. Here, we show that RAF inhibitor-sensitive and inhibitor-resistant BRAF(V600)-mutant melanomas display distinct transcriptional profiles. Whereas most drug-sensitive cell lines and patient biopsies showed high expression and activity of the melanocytic lineage transcription factor MITF, intrinsically resistant cell lines and biopsies displayed low MITF expression but higher levels of NF-κB signaling and the receptor tyrosine kinase AXL. In vitro, these MITF-low/NF-κB-high melanomas were resistant to inhibition of RAF and MEK, singly or in combination, and ERK. Moreover, in cell lines, NF-κB activation antagonized MITF expression and induced both resistance marker genes and drug resistance. Thus, distinct cell states characterized by MITF or NF-κB activity may influence intrinsic resistance to MAPK pathway inhibitors in BRAF(V600)-mutant melanoma. SIGNIFICANCE Although most BRAF(V600)-mutant melanomas are sensitive to RAF and/or MEK inhibitors, a subset fails to respond to such treatment. This study characterizes a transcriptional cell state distinction linked to MITF and NF-κB that may modulate intrinsic sensitivity of melanomas to MAPK pathway inhibitors.


Clinical Cancer Research | 2012

ONCOGENIC BRAF(V600E) PROMOTES STROMAL CELL-MEDIATED IMMUNOSUPPRESSION VIA INDUCTION OF INTERLEUKIN-1 IN MELANOMA

Jahan Khalili; Shujuan Liu; Tania Rodriguez-Cruz; Mayra Whittington; Seth Wardell; Chengwen Liu; Minying Zhang; Zachary A. Cooper; Dennie T. Frederick; Yufeng Li; Min Zhang; Richard W. Joseph; Chantale Bernatchez; Suhendan Ekmekcioglu; Elizabeth A. Grimm; Laszlo Radvanyi; Richard Eric Davis; Michael A. Davies; Jennifer A. Wargo; Patrick Hwu; Gregory Lizée

Purpose: In this study, we assessed the specific role of BRAF(V600E) signaling in modulating the expression of immune regulatory genes in melanoma, in addition to analyzing downstream induction of immune suppression by primary human melanoma tumor-associated fibroblasts (TAF). Experimental Design: Primary human melanocytes and melanoma cell lines were transduced to express WT or V600E forms of BRAF, followed by gene expression analysis. The BRAF(V600E) inhibitor vemurafenib was used to confirm targets in BRAF(V600E)-positive melanoma cell lines and in tumors from melanoma patients undergoing inhibitor treatment. TAF lines generated from melanoma patient biopsies were tested for their ability to inhibit the function of tumor antigen-specific T cells, before and following treatment with BRAF(V600E)-upregulated immune modulators. Transcriptional analysis of treated TAFs was conducted to identify potential mediators of T-cell suppression. Results: Expression of BRAF(V600E) induced transcription of interleukin 1 alpha (IL-1α) and IL-1β in melanocytes and melanoma cell lines. Further, vemurafenib reduced the expression of IL-1 protein in melanoma cell lines and most notably in human tumor biopsies from 11 of 12 melanoma patients undergoing inhibitor treatment. Treatment of melanoma-patient–derived TAFs with IL-1α/β significantly enhanced their ability to suppress the proliferation and function of melanoma-specific cytotoxic T cells, and this inhibition was partially attributable to upregulation by IL-1 of COX-2 and the PD-1 ligands PD-L1 and PD-L2 in TAFs. Conclusions: This study reveals a novel mechanism of immune suppression sensitive to BRAF(V600E) inhibition, and indicates that clinical blockade of IL-1 may benefit patients with BRAF wild-type tumors and potentially synergize with immunotherapeutic interventions. Clin Cancer Res; 18(19); 5329–40. ©2012 AACR.


Nature Genetics | 2015

The Hippo effector YAP promotes resistance to RAF- and MEK-targeted cancer therapies

Luping Lin; Amit J. Sabnis; Elton Chan; Victor Olivas; Lindsay Cade; Evangelos Pazarentzos; Saurabh Asthana; Dana S. Neel; Jenny Jiacheng Yan; Xinyuan Lu; Luu Pham; Mingxue M Wang; Niki Karachaliou; Maria Gonzalez Cao; Jose Luis Manzano; Jose Miguel Sanchez Torres; Fiamma Buttitta; Charles M. Rudin; Eric A. Collisson; Alain Patrick Algazi; Eric Michael Robinson; Iman Osman; Eva Muñoz-Couselo; Javier Cortes; Dennie T. Frederick; Zachary A. Cooper; Martin McMahon; Antonio Marchetti; Rafael Rosell; Keith T. Flaherty

Resistance to RAF- and MEK-targeted therapy is a major clinical challenge. RAF and MEK inhibitors are initially but only transiently effective in some but not all patients with BRAF gene mutation and are largely ineffective in those with RAS gene mutation because of resistance. Through a genetic screen in BRAF-mutant tumor cells, we show that the Hippo pathway effector YAP (encoded by YAP1) acts as a parallel survival input to promote resistance to RAF and MEK inhibitor therapy. Combined YAP and RAF or MEK inhibition was synthetically lethal not only in several BRAF-mutant tumor types but also in RAS-mutant tumors. Increased YAP in tumors harboring BRAF V600E was a biomarker of worse initial response to RAF and MEK inhibition in patients, establishing the clinical relevance of our findings. Our data identify YAP as a new mechanism of resistance to RAF- and MEK-targeted therapy. The findings unveil the synthetic lethality of combined suppression of YAP and RAF or MEK as a promising strategy to enhance treatment response and patient survival.

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Jennifer A. Wargo

University of Texas MD Anderson Cancer Center

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Zachary A. Cooper

University of Texas MD Anderson Cancer Center

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