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Scutti JAB, Vence LM, Royal RE, Wray TC, Cormier JN, Lee JE, Lucci A, Gershenwald JE, Ross MI, Wargo J, Millerchip KA, Amaria RN, Davis MA, Diab A, Glitza IC, Hwu W, Patel S, Woodman SE, Overwijk WW, Hwu P. Abstract 614: Resiquimod, a Toll-like receptor agonist promotes melanoma regression by enhancing plasmacytoid dendritic cells and T cytotoxic activity as a vaccination adjuvant and by direct tumor application. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-614] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Cancer immunotherapy is a modern strategy aiming at restoring the capacity of the immune system to target tumors in cancer patients. Toll-like receptor (TLR) agonists may enhance vaccination or direct immune activation at the tumor microenvironment. This clinical trial evaluated the biologic effects of Resiquimod, a TLR agonist that can activate both myeloid (TLR 8) and plasmacytoid (TLR 7) dendritic cells, on advanced stage melanoma. Methods: Subjects with in-transit melanoma metastases or high risk for recurrence and appropriate HLA were treated with peptide vaccination (class 1 restricted peptide GP100(g209-2m) and, if HLA-DP4+, class 2 restricted peptide MAGE-3243-258). Half of the patients were randomized to receive Resiquimod as an adjuvant applied to the GP100 vaccination site. Subjects with in-transit disease were then treated with resiquimod topically on half of the target lesions. To evaluate the T cell function, fresh PBMC and single cell tumor suspension were analyzed by flow cytometry using gp100-specific dextramer staining. RNA from the vaccination site was also analyzed using real-time PCR. Results: All patients (n=47) underwent GP100(g209-2m) vaccination, a majority (39) also received the MAGE-3243-258 peptide. Type 1 interferon pathway protein profiles of vaccination sites showed activation of plasmacytoid dendritic cells in patients with Resiquimod, but not in its absence. Nineteen subjects had in-transit disease at entry into the trial. In response to peptide vaccination alone, tumor regression was more likely in patients who received Resiquimod (group A) compared to those who did not (group B). (4/9 vs 0/10). In group A, 5 patients continued treatment with Resiquimod topically on the tumors, and all had tumor response (4PR, 1CR). In group B, 5 continued to tumoral resiquimod and 3 had regression (3 PR). Type I interferon (as measured by MxA and IRF7) IFN-gamma and TNF-alpha increased at the vaccination site 24 hrs after vaccination only at the sites where Resiquimod was applied. In blood, Resiquimod increased gp100-specific CD8 T cells frequency at week 8 (p=0.03) only in patients who received Resiquimod at the vaccination site. Conclusions: Resiquimod activates plasmacytoid dendritic cells at a peptide vaccination site and augments peptide vaccination sufficiently to mediate regression of in-transit melanoma metastasis. Resiquimod on in-transit melanoma, in vaccinated hosts, drives regression of metastases, regardless of previous exposure at vaccination site. An increased amount of cytokines such type I interferon, IFN-gamma, TNF-alpha, and T specific cytotoxic frequency were increased at the vaccination site after patients received Resiquimod.
Citation Format: Jorge A. Borin Scutti, Luis M. Vence, Richard E. Royal, Tara C. Wray, Janice N. Cormier, Jeffrey E. Lee, Anthony Lucci, Jeffrey E. Gershenwald, Merrick I. Ross, Jennifer Wargo, Karen A. Millerchip, Rodabe N. Amaria, Michael A. Davis, Adi Diab, Isabella C. Glitza, Wen Hwu, Sapna Patel, Scott E. Woodman, Willem W. Overwijk, Patrick Hwu. Resiquimod, a Toll-like receptor agonist promotes melanoma regression by enhancing plasmacytoid dendritic cells and T cytotoxic activity as a vaccination adjuvant and by direct tumor application [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 614.
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Keung EZ, Glitza IC, Burton E, Amaria RN, Patel SP, Diab A, Yee C, Wong MK, Hwu WJ, Hwu P, Woodman SE, Tetzlaff MT, Trujillo-Conley N, Milton DR, Davies MA, Rai K, Fernandez I, Blando JM, Vence LM, Sharma P, Allison JP, Wargo JA, Tawbi H. Abstract 5711: The impact of combination oral azacitidine (CC-486) + pembrolizumab (PEMBRO) on the immune infiltrate in metastatic melanoma (MM). Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Although immune checkpoint inhibitors have improved survival for many with MM, most pts do not respond and median PFS is only 6 months for single agent therapy. Cancers subvert the cellular epigenetic machinery to facilitate immune escape. Epigenetic mechanisms of resistance are potentially reversible by DNA hypomethylating agents (HMA). Based on preclinical models, we hypothesized that CC-486, an oral HMA, will enhance response to PEMBRO in PD-1 naïve pts and reverse resistance in anti-PD-1 refractory pts. The aim of this study is to determine the safety, efficacy, and characterize the pharmacodynamic impact of CC-486 + PEMBRO on immune infiltrates in pts with MM.
Experimental: NCT02816021 is an ongoing phase II study of CC-486 + PEMBRO in MM pts who are PD-1 naïve (Arm A) or who have progressed on prior PD-1 directed therapy (Arm B). Pts receive 300mg PO of CC-486 on days 1-14 and 200mg IV of PEMBRO q3 weeks. Serum and tumor biopsies are obtained at baseline, prior to cycles 3 and 5. Immune monitoring studies were performed by the Immunotherapy Platform at MD Anderson. Immune cell phenotyping by CyTOF was performed using 36 metal-conjugated antibodies targeting myeloid and T cell surface markers. FCS files were exported and manually gated for lymphocytes using FlowJo (version 10.1) and subjected to multidimensional phenographic analysis.
Results: Thirteen pts (Arm A, n=6; Arm B, n=7) have been enrolled. Two of the 3 pts remaining on study are PD-1 naïve and have received 13 and 8 cycles of CC-496 + PEMBRO with partial responses by RECIST1.1 at 6 months, respectively. One pt on Arm B remains on study with stable disease after 4 cycles. The combination was considered safe after a run-in phase (6 pts/arm treated without DLTs) and the study is open to full accrual. The most common grade 3/4 AEs were leukopenia , neutropenia, vomiting, and diarrhea (2 each) with 1 grade 5 AE unrelated to treatment (hepatic rupture/bleeding due to progressive disease). Serum and tumor biopsies from 6 pts (3 per Arm) were available for interim analysis, with additional samples in process. Of these 6 pts, 1 pt (PD-1 naïve) responded to therapy by RECIST1.1. We evaluated the blood and tumor samples by CyTOF. In the tumor samples, we observed an increase in frequency of T cells in 2 PD-1 naïve patients but did not observe similar changes in PD-1 refractory patients in this small cohort. Similar data was found with immunohistochemistry. These changes were not observed in the blood samples.
Conclusion: The regimen CC-486 + PEMBRO is not marrow suppressive and is well tolerated. Changes in the peripheral lymphocyte cell populations upon treatment are not necessarily concordant with changes occurring in the tumor. Analysis of collected samples is ongoing and will be presented at the meeting, and will help corroborate initial findings and yield further insight into the effect of this combination on the immune response.
Citation Format: Emily Z. Keung, Isabella C. Glitza, Elizabeth Burton, Rodabe N. Amaria, Sapna P. Patel, Adi Diab, Cassian Yee, Michael K. Wong, Wen-Jen Hwu, Patrick Hwu, Scott E. Woodman, Michael T. Tetzlaff, Nallely Trujillo-Conley, Denai R. Milton, Michael A. Davies, Kunal Rai, Irina Fernandez, Jorge M. Blando, Luis M. Vence, Padmanee Sharma, James P. Allison, Jennifer A. Wargo, Hussein Tawbi. The impact of combination oral azacitidine (CC-486) + pembrolizumab (PEMBRO) on the immune infiltrate in metastatic melanoma (MM) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5711.
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Oba J, Kim SH, Wang WL, Macedo MP, Carapeto F, McKean MA, Van Arnam J, Eterovic AK, Sen S, Kale CR, Yu X, Haymaker CL, Routbort M, Haydu LE, Bernatchez C, Lazar AJ, Grimm EA, Hong DS, Woodman SE. Targeting the HGF/MET Axis Counters Primary Resistance to KIT Inhibition in KIT-Mutant Melanoma. JCO Precis Oncol 2018; 2018. [PMID: 30094412 DOI: 10.1200/po.18.00055] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
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Forget MA, Haymaker C, Hess KR, Meng YJ, Creasy C, Karpinets T, Fulbright OJ, Roszik J, Woodman SE, Kim YU, Sakellariou-Thompson D, Bhatta A, Wahl A, Flores E, Thorsen ST, Tavera RJ, Ramachandran R, Gonzalez AM, Toth CL, Wardell S, Mansaray R, Patel V, Carpio DJ, Vaughn C, Farinas CM, Velasquez PG, Hwu WJ, Patel SP, Davies MA, Diab A, Glitza IC, Tawbi H, Wong MK, Cain S, Ross MI, Lee JE, Gershenwald JE, Lucci A, Royal R, Cormier JN, Wargo JA, Radvanyi LG, Torres-Cabala CA, Beroukhim R, Hwu P, Amaria RN, Bernatchez C. Prospective Analysis of Adoptive TIL Therapy in Patients with Metastatic Melanoma: Response, Impact of Anti-CTLA4, and Biomarkers to Predict Clinical Outcome. Clin Cancer Res 2018; 24:4416-4428. [PMID: 29848573 DOI: 10.1158/1078-0432.ccr-17-3649] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 04/11/2018] [Accepted: 05/23/2018] [Indexed: 11/16/2022]
Abstract
Purpose: Adoptive cell therapy (ACT) using tumor-infiltrating lymphocytes (TIL) has consistently demonstrated clinical efficacy in metastatic melanoma. Recent widespread use of checkpoint blockade has shifted the treatment landscape, raising questions regarding impact of these therapies on response to TIL and appropriate immunotherapy sequence.Patients and Methods: Seventy-four metastatic melanoma patients were treated with autologous TIL and evaluated for clinical response according to irRC, overall survival, and progression-free survival. Immunologic factors associated with response were also evaluated.Results: Best overall response for the entire cohort was 42%; 47% in 43 checkpoint-naïve patients, 38% when patients were exposed to anti-CTLA4 alone (21 patients) and 33% if also exposed to anti-PD1 (9 patients) prior to TIL ACT. Median overall survival was 17.3 months; 24.6 months in CTLA4-naïve patients and 8.6 months in patients with prior CTLA4 blockade. The latter patients were infused with fewer TIL and experienced a shorter duration of response. Infusion of higher numbers of TIL with CD8 predominance and expression of BTLA correlated with improved response in anti-CTLA4 naïve patients, but not in anti-CTLA4 refractory patients. Baseline serum levels of IL9 predicted response to TIL ACT, while TIL persistence, tumor recognition, and mutation burden did not correlate with outcome.Conclusions: This study demonstrates the deleterious effects of prior exposure to anti-CTLA4 on TIL ACT response and shows that baseline IL9 levels can potentially serve as a predictive tool to select the appropriate sequence of immunotherapies. Clin Cancer Res; 24(18); 4416-28. ©2018 AACR.
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Cascone T, McKenzie JA, Mbofung RM, Punt S, Wang Z, Xu C, Williams LJ, Wang Z, Bristow CA, Carugo A, Peoples MD, Li L, Karpinets T, Huang L, Malu S, Creasy C, Leahey SE, Chen J, Chen Y, Pelicano H, Bernatchez C, Gopal YNV, Heffernan TP, Hu J, Wang J, Amaria RN, Garraway LA, Huang P, Yang P, Wistuba II, Woodman SE, Roszik J, Davis RE, Davies MA, Heymach JV, Hwu P, Peng W. Increased Tumor Glycolysis Characterizes Immune Resistance to Adoptive T Cell Therapy. Cell Metab 2018; 27:977-987.e4. [PMID: 29628419 PMCID: PMC5932208 DOI: 10.1016/j.cmet.2018.02.024] [Citation(s) in RCA: 362] [Impact Index Per Article: 60.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2017] [Revised: 01/10/2018] [Accepted: 02/27/2018] [Indexed: 12/18/2022]
Abstract
Adoptive T cell therapy (ACT) produces durable responses in some cancer patients; however, most tumors are refractory to ACT and the molecular mechanisms underlying resistance are unclear. Using two independent approaches, we identified tumor glycolysis as a pathway associated with immune resistance in melanoma. Glycolysis-related genes were upregulated in melanoma and lung cancer patient samples poorly infiltrated by T cells. Overexpression of glycolysis-related molecules impaired T cell killing of tumor cells, whereas inhibition of glycolysis enhanced T cell-mediated antitumor immunity in vitro and in vivo. Moreover, glycolysis-related gene expression was higher in melanoma tissues from ACT-refractory patients, and tumor cells derived from these patients exhibited higher glycolytic activity. We identified reduced levels of IRF1 and CXCL10 immunostimulatory molecules in highly glycolytic melanoma cells. Our findings demonstrate that tumor glycolysis is associated with the efficacy of ACT and identify the glycolysis pathway as a candidate target for combinatorial therapeutic intervention.
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Amaria RN, Prieto PA, Tetzlaff MT, Reuben A, Andrews MC, Ross MI, Glitza IC, Cormier J, Hwu WJ, Tawbi HA, Patel SP, Lee JE, Gershenwald JE, Spencer CN, Gopalakrishnan V, Bassett R, Simpson L, Mouton R, Hudgens CW, Zhao L, Zhu H, Cooper ZA, Wani K, Lazar A, Hwu P, Diab A, Wong MK, McQuade JL, Royal R, Lucci A, Burton EM, Reddy S, Sharma P, Allison J, Futreal PA, Woodman SE, Davies MA, Wargo JA. Neoadjuvant plus adjuvant dabrafenib and trametinib versus standard of care in patients with high-risk, surgically resectable melanoma: a single-centre, open-label, randomised, phase 2 trial. Lancet Oncol 2018; 19:181-193. [DOI: 10.1016/s1470-2045(18)30015-9] [Citation(s) in RCA: 181] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 09/18/2017] [Accepted: 09/29/2017] [Indexed: 12/31/2022]
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Glitza IC, Rohlfs M, Guha-Thakurta N, Bassett RL, Bernatchez C, Diab A, Woodman SE, Yee C, Amaria RN, Patel SP, Tawbi H, Wong M, Hwu WJ, Hwu P, Heimberger A, McCutcheon IE, Papadopoulos N, Davies MA. Retrospective review of metastatic melanoma patients with leptomeningeal disease treated with intrathecal interleukin-2. ESMO Open 2018; 3:e000283. [PMID: 29387478 PMCID: PMC5786950 DOI: 10.1136/esmoopen-2017-000283] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 12/01/2017] [Accepted: 12/06/2017] [Indexed: 01/01/2023] Open
Abstract
Objectives Metastatic melanoma patients with leptomeningeal disease (LMD) have an extremely poor prognosis, with a median survival measured in weeks, and few treatment options. Outcomes of a retrospective cohort of patients with LMD that were treated with intrathecal interleukin-2 (IT IL-2) were reviewed to assess the long-term efficacy of this therapy. Methods The records of metastatic melanoma patients with LMD who were treated with IT IL-2 from 2006 to 2014 in a Compassionate Investigational New Drug study were reviewed. IL-2 (1.2 mIU) was administered intrathecally via Ommaya reservoir up to five times per week in the inpatient setting for 4 weeks; patients with good tolerance and clinical benefit received maintenance IT IL-2 every 1–3 months thereafter. Results The cohort included 43 patients. The median age of the patients was 47 years (range 18–71), and 32 (74%) were male. 23 patients (53%) had positive cerebrospinal fluid (CSF) cytology and radiographic evidence of LMD, 8 (19%) had positive CSF cytology only, 9 (21%) had radiographic evidence only and 3 (7%) were diagnosed based on pathology review after craniotomy. The median overall survival (OS) from initiation of IT IL-2 was 7.8 months (range, 0.4–90.8 months), with 1-year, 2-year and 5-year OS rates of 36%, 26% and 13%. The presence of neurological symptoms (HR 2.1, P=0.03), positive baseline CSF cytology (HR 4.1, P=0.001) and concomitant use of targeted therapy (HR 3.0, P=0.02) was associated with shorter OS on univariate analysis. All patients developed symptoms due to increased intracranial pressure which was managed with supportive medications and/or CSF removal, and there were no treatment-related deaths. Conclusion These results demonstrate that despite their historically dismal prognosis a subset of metastatic melanoma patients with LMD treated with IT IL-2 can achieve long-term survival, but these data need to be verified in a prospective trial setting.
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Robertson AG, Shih J, Yau C, Gibb EA, Oba J, Mungall KL, Hess JM, Uzunangelov V, Walter V, Danilova L, Lichtenberg TM, Kucherlapati M, Kimes PK, Tang M, Penson A, Babur O, Akbani R, Bristow CA, Hoadley KA, Iype L, Chang MT, Cherniack AD, Benz C, Mills GB, Verhaak RGW, Griewank KG, Felau I, Zenklusen JC, Gershenwald JE, Schoenfield L, Lazar AJ, Abdel-Rahman MH, Roman-Roman S, Stern MH, Cebulla CM, Williams MD, Jager MJ, Coupland SE, Esmaeli B, Kandoth C, Woodman SE. Integrative Analysis Identifies Four Molecular and Clinical Subsets in Uveal Melanoma. Cancer Cell 2018; 33:151. [PMID: 29316429 DOI: 10.1016/j.ccell.2017.12.013] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Gopalakrishnan V, Spencer CN, Nezi L, Reuben A, Andrews MC, Karpinets TV, Prieto PA, Vicente D, Hoffman K, Wei SC, Cogdill AP, Zhao L, Hudgens CW, Hutchinson DS, Manzo T, Petaccia de Macedo M, Cotechini T, Kumar T, Chen WS, Reddy SM, Szczepaniak Sloane R, Galloway-Pena J, Jiang H, Chen PL, Shpall EJ, Rezvani K, Alousi AM, Chemaly RF, Shelburne S, Vence LM, Okhuysen PC, Jensen VB, Swennes AG, McAllister F, Marcelo Riquelme Sanchez E, Zhang Y, Le Chatelier E, Zitvogel L, Pons N, Austin-Breneman JL, Haydu LE, Burton EM, Gardner JM, Sirmans E, Hu J, Lazar AJ, Tsujikawa T, Diab A, Tawbi H, Glitza IC, Hwu WJ, Patel SP, Woodman SE, Amaria RN, Davies MA, Gershenwald JE, Hwu P, Lee JE, Zhang J, Coussens LM, Cooper ZA, Futreal PA, Daniel CR, Ajami NJ, Petrosino JF, Tetzlaff MT, Sharma P, Allison JP, Jenq RR, Wargo JA. Gut microbiome modulates response to anti-PD-1 immunotherapy in melanoma patients. Science 2018; 359:97-103. [PMID: 29097493 PMCID: PMC5827966 DOI: 10.1126/science.aan4236] [Citation(s) in RCA: 2759] [Impact Index Per Article: 459.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 10/17/2017] [Indexed: 12/11/2022]
Abstract
Preclinical mouse models suggest that the gut microbiome modulates tumor response to checkpoint blockade immunotherapy; however, this has not been well-characterized in human cancer patients. Here we examined the oral and gut microbiome of melanoma patients undergoing anti-programmed cell death 1 protein (PD-1) immunotherapy (n = 112). Significant differences were observed in the diversity and composition of the patient gut microbiome of responders versus nonresponders. Analysis of patient fecal microbiome samples (n = 43, 30 responders, 13 nonresponders) showed significantly higher alpha diversity (P < 0.01) and relative abundance of bacteria of the Ruminococcaceae family (P < 0.01) in responding patients. Metagenomic studies revealed functional differences in gut bacteria in responders, including enrichment of anabolic pathways. Immune profiling suggested enhanced systemic and antitumor immunity in responding patients with a favorable gut microbiome as well as in germ-free mice receiving fecal transplants from responding patients. Together, these data have important implications for the treatment of melanoma patients with immune checkpoint inhibitors.
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Roh W, Chen PL, Reuben A, Spencer CN, Prieto PA, Miller JP, Gopalakrishnan V, Wang F, Cooper ZA, Reddy SM, Gumbs C, Little L, Chang Q, Chen WS, Wani K, De Macedo MP, Chen E, Austin-Breneman JL, Jiang H, Roszik J, Tetzlaff MT, Davies MA, Gershenwald JE, Tawbi H, Lazar AJ, Hwu P, Hwu WJ, Diab A, Glitza IC, Patel SP, Woodman SE, Amaria RN, Prieto VG, Hu J, Sharma P, Allison JP, Chin L, Zhang J, Wargo JA, Futreal PA. Integrated molecular analysis of tumor biopsies on sequential CTLA-4 and PD-1 blockade reveals markers of response and resistance. Sci Transl Med 2017; 9:9/379/eaah3560. [PMID: 28251903 DOI: 10.1126/scitranslmed.aah3560] [Citation(s) in RCA: 589] [Impact Index Per Article: 84.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 11/17/2016] [Accepted: 02/04/2017] [Indexed: 12/20/2022]
Abstract
Immune checkpoint blockade produces clinical benefit in many patients. However, better biomarkers of response are still needed, and mechanisms of resistance remain incompletely understood. To address this, we recently studied a cohort of melanoma patients treated with sequential checkpoint blockade against cytotoxic T lymphocyte antigen-4 (CTLA-4) followed by programmed death receptor-1 (PD-1) and identified immune markers of response and resistance. Building on these studies, we performed deep molecular profiling including T cell receptor sequencing and whole-exome sequencing within the same cohort and demonstrated that a more clonal T cell repertoire was predictive of response to PD-1 but not CTLA-4 blockade. Analysis of CNAs identified a higher burden of copy number loss in nonresponders to CTLA-4 and PD-1 blockade and found that it was associated with decreased expression of genes in immune-related pathways. The effect of mutational load and burden of copy number loss on response was nonredundant, suggesting the potential utility of a combinatorial biomarker to optimize patient care with checkpoint blockade therapy.
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Robertson AG, Shih J, Yau C, Gibb EA, Oba J, Mungall KL, Hess JM, Uzunangelov V, Walter V, Danilova L, Lichtenberg TM, Kucherlapati M, Kimes PK, Tang M, Penson A, Babur O, Akbani R, Bristow CA, Hoadley KA, Iype L, Chang MT, Cherniack AD, Benz C, Mills GB, Verhaak RGW, Griewank KG, Felau I, Zenklusen JC, Gershenwald JE, Schoenfield L, Lazar AJ, Abdel-Rahman MH, Roman-Roman S, Stern MH, Cebulla CM, Williams MD, Jager MJ, Coupland SE, Esmaeli B, Kandoth C, Woodman SE. Integrative Analysis Identifies Four Molecular and Clinical Subsets in Uveal Melanoma. Cancer Cell 2017; 32:204-220.e15. [PMID: 28810145 PMCID: PMC5619925 DOI: 10.1016/j.ccell.2017.07.003] [Citation(s) in RCA: 532] [Impact Index Per Article: 76.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 04/24/2017] [Accepted: 07/09/2017] [Indexed: 12/17/2022]
Abstract
Comprehensive multiplatform analysis of 80 uveal melanomas (UM) identifies four molecularly distinct, clinically relevant subtypes: two associated with poor-prognosis monosomy 3 (M3) and two with better-prognosis disomy 3 (D3). We show that BAP1 loss follows M3 occurrence and correlates with a global DNA methylation state that is distinct from D3-UM. Poor-prognosis M3-UM divide into subsets with divergent genomic aberrations, transcriptional features, and clinical outcomes. We report change-of-function SRSF2 mutations. Within D3-UM, EIF1AX- and SRSF2/SF3B1-mutant tumors have distinct somatic copy number alterations and DNA methylation profiles, providing insight into the biology of these low- versus intermediate-risk clinical mutation subtypes.
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Woodman SE, Prieto P, Andrews MC, Amaria RN, Tetzlaff M, Diab A, Patel SP, Wen-Jen H, Glitza I, Tawbi H, Hwu P, Cormier J, Lucci A, Royal R, Lee J, Bassett R, Simpson L, Burton E, Zhao L, Grimm E, Reuben A, Spencer C, Oba J, Ross M, Gershenwald J, Davies M, Wargo JA. Abstract CT156: Novel neoadjuvant targeted therapy trial yields insight into molecular mechanisms of response. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-ct156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Major advances have been made in the treatment of metastatic melanoma through the use of molecularly targeted therapy and immunotherapy, and trials incorporating these agents are now being extended to patients with earlier-stage disease. The current standard of care (SOC) therapy for high-risk resectable melanoma (stage IIIB/IIIC) is upfront surgery and SOC adjuvant therapy; however, relapse rates are high (~70%). We hypothesized that treatment with neoadjuvant + adjuvant targeted therapy (dabrafenib + trametinib) in this patient population would result in lower relapse rates and prolonged survival over SOC therapy.
Methods: To test this hypothesis, we designed a randomized clinical trial (NCT02231775) in patients with resectable Stage IIIB/C or oligometastatic stage IV BRAF-mutant melanoma. Patients were randomized 1:2 to SOC (Arm A) versus neoadjuvant + adjuvant D+T (Arm B, 8 wks neoadjuvant + 44 wks adjuvant). The primary endpoint was relapse-free survival (RFS) with additional secondary endpoints. Importantly longitudinal sampling of tumor tissue was obtained (at baseline, week 3, and surgery) and molecular profiling was performed to gain insights into mechanisms of therapeutic response.
Results: 21 of 84 patients were enrolled (arm A=7, arm B=14). Arms were well matched, and toxicity to targeted therapy was limited. RECIST response rate to 8 wks D+T was 77%, with a pathologic complete response rate (pCR) of 58%. Interim analysis revealed a significantly higher RFS in the D+T arm over SOC (p<0.0001), substantiating early stoppage of the trial. Notably, achievement of a pCR correlated with durable clinical benefit. Tumor mutational load was similar in those achieving a pCR versus those who did not, however known recurrent gene alterations in melanoma were noted to be more abundant in those who failed to achieve a pCR. Transcriptomic profiling in longitudinal tumor samples revealed differentially expressed genes (DEGs) that were highly correlated with achieving a pCR. Initial functional analysis of DEGs implicate multiple cancer cell-intrinsic (differentiation, MAPK pathway and metabolic) features and immune microenvironmental factors to be associated with response to neoadjuvant targeted therapy.
Conclusion: Neoadjuvant + adjuvant D+T is associated with a high pCR rate and improved RFS over SOC in patients with high-risk resectable metastatic melanoma. Pathological and molecular correlative analysis revealed both pre- and on-treatment tumor features to be highly associated with the high pCR rate.
Citation Format: Scott E. Woodman, Peter Prieto, Miles C. Andrews, Rodabe N. Amaria, Michael Tetzlaff, Adi Diab, Sapna P. Patel, Hwu Wen-Jen, Isabella Glitza, Hussein Tawbi, Patrick Hwu, Janice Cormier, Anthony Lucci, Richard Royal, Jeffrey Lee, Roland Bassett, Lauren Simpson, Elizabeth Burton, Li Zhao, Elizabeth Grimm, Alexandre Reuben, Christine Spencer, Junna Oba, Merrick Ross, Jeffrey Gershenwald, Michael Davies, Jennifer A. Wargo. Novel neoadjuvant targeted therapy trial yields insight into molecular mechanisms of response [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr CT156. doi:10.1158/1538-7445.AM2017-CT156
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Park J, Talukder AH, Lim SA, Kim K, Pan K, Melendez B, Bradley SD, Jackson KR, Khalili JS, Wang J, Creasy C, Pan BF, Woodman SE, Bernatchez C, Hawke D, Hwu P, Lee KM, Roszik J, Lizée G, Yee C. SLC45A2: A Melanoma Antigen with High Tumor Selectivity and Reduced Potential for Autoimmune Toxicity. Cancer Immunol Res 2017. [PMID: 28630054 DOI: 10.1158/2326-6066.cir-17-0051] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Cytotoxic T lymphocyte (CTL)-based immunotherapies have had remarkable success at generating objective clinical responses in patients with advanced metastatic melanoma. Although the melanocyte differentiation antigens (MDA) MART-1, PMEL, and tyrosinase were among the first melanoma tumor-associated antigens identified and targeted with immunotherapy, expression within normal melanocytes of the eye and inner ear can elicit serious autoimmune side effects, thus limiting their clinical potential as CTL targets. Using a tandem mass spectrometry (MS) approach to analyze the immunopeptidomes of 55 melanoma patient-derived cell lines, we identified a number of shared HLA class I-bound peptides derived from the melanocyte-specific transporter protein SLC45A2. Antigen-specific CTLs generated against HLA-A*0201- and HLA-A*2402-restricted SLC45A2 peptides effectively killed a majority of HLA-matched cutaneous, uveal, and mucosal melanoma cell lines tested (18/25). CTLs specific for SLC45A2 showed significantly reduced recognition of HLA-matched primary melanocytes that were, conversely, robustly killed by MART1- and PMEL-specific T cells. Transcriptome analysis revealed that SLC45A2 mRNA expression in normal melanocytes was less than 2% that of other MDAs, therefore providing a more favorable melanoma-to-melanocyte expression ratio. Expression of SLC45A2 and CTL sensitivity could be further upregulated in BRAF(V600E)-mutant melanoma cells upon treatment with BRAF or MEK inhibitors, similarly to other MDAs. Taken together, our study demonstrates the feasibility of using tandem MS as a means of discovering shared immunogenic tumor-associated epitopes and identifies SLC45A2 as a promising immunotherapeutic target for melanoma with high tumor selectivity and reduced potential for autoimmune toxicity. Cancer Immunol Res; 5(8); 618-29. ©2017 AACR.
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Kim DW, Haydu L, Joon AY, Bassett RL, Siroy AE, Tetzlaff M, Routbort MJ, Amaria R, Wargo J, McQuade J, Kemnade J, Hwu P, Woodman SE, Roszik J, Kim KB, Gershenwald JE, Lazar AJ, Davies MA. Clinicopathological features and clinical outcomes associated with TP53 and BRAF Non-V600 mutations in cutaneous melanoma patients. Cancer 2017; 123:1372-1381. [PMID: 27911979 PMCID: PMC5384865 DOI: 10.1002/cncr.30463] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Revised: 10/24/2016] [Accepted: 10/31/2016] [Indexed: 11/06/2022]
Abstract
BACKGROUND BRAFV600 , NRAS, TP53, and BRAFNon-V600 are among the most common mutations detected in non-acral cutaneous melanoma patients. Although several studies have identified clinical and pathological features associated with BRAFV600 and NRAS mutations, limited data are available regarding the correlates and significance of TP53 and BRAFNon-V600 mutations. METHODS This study analyzed the patient demographics, primary tumor features, and clinical outcomes of a large cohort of non-acral cutaneous melanoma patients who had undergone clinically indicated molecular testing (n = 926). RESULTS The prevalence of BRAFV600 , NRAS, TP53, and BRAFNon-V600 mutations was 43%, 21%, 19%, and 7%, respectively. The presence of a TP53 mutation was associated with older age (P = .019), a head and neck primary tumor site (P = .0001), and longer overall survival (OS) from the diagnosis of stage IV disease in univariate (P = .039) and multivariate analyses (P = .015). BRAFNon-V600 mutations were associated with older age (P = .005) but not with primary tumor features or OS from stage IV. Neither TP53 nor BRAFNon-V600 mutations correlated significantly with OS with frontline ipilimumab treatment, and the TP53 status was not significantly associated with outcomes with frontline BRAF inhibitor therapy. Eleven patients with BRAFNon-V600 mutations were treated with a BRAF inhibitor. Three patients were not evaluable for a response because of treatment cessation for toxicities; the remaining patients had disease progression as the best response to therapy. CONCLUSIONS These results add to the understanding of the clinical features associated with TP53 and BRAFNon-V600 mutations in advanced cutaneous melanoma patients, and they support the rationale for evaluating the prognostic significance of TP53 in other cohorts of melanoma patients. Cancer 2017;123:1372-1381. © 2016 American Cancer Society.
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Reuben A, Spencer CN, Prieto PA, Gopalakrishnan V, Reddy SM, Miller JP, Mao X, De Macedo MP, Chen J, Song X, Jiang H, Chen PL, Beird HC, Garber HR, Roh W, Wani K, Chen E, Haymaker C, Forget MA, Little LD, Gumbs C, Thornton RL, Hudgens CW, Chen WS, Austin-Breneman J, Sloane RS, Nezi L, Cogdill AP, Bernatchez C, Roszik J, Hwu P, Woodman SE, Chin L, Tawbi H, Davies MA, Gershenwald JE, Amaria RN, Glitza IC, Diab A, Patel SP, Hu J, Lee JE, Grimm EA, Tetzlaff MT, Lazar AJ, Wistuba II, Clise-Dwyer K, Carter BW, Zhang J, Futreal PA, Sharma P, Allison JP, Cooper ZA, Wargo JA. Genomic and immune heterogeneity are associated with differential responses to therapy in melanoma. NPJ Genom Med 2017; 2. [PMID: 28819565 PMCID: PMC5557036 DOI: 10.1038/s41525-017-0013-8] [Citation(s) in RCA: 105] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Appreciation for genomic and immune heterogeneity in cancer has grown though the relationship of these factors to treatment response has not been thoroughly elucidated. To better understand this, we studied a large cohort of melanoma patients treated with targeted therapy or immune checkpoint blockade (n = 60). Heterogeneity in therapeutic responses via radiologic assessment was observed in the majority of patients. Synchronous melanoma metastases were analyzed via deep genomic and immune profiling, and revealed substantial genomic and immune heterogeneity in all patients studied, with considerable diversity in T cell frequency, and few shared T cell clones (<8% on average) across the cohort. Variables related to treatment response were identified via these approaches and through novel radiomic assessment. These data yield insight into differential therapeutic responses to targeted therapy and immune checkpoint blockade in melanoma, and have key translational implications in the age of precision medicine. Patients with metastatic melanoma display molecular and immune differences across tumor sites associated with differential drug responses. A team led by Jennifer Wargo from the University of Texas MD Anderson Cancer Center, Houston, USA, studied the radiological responses of 60 patients with metastatic melanoma, half of whom received targeted drug therapy and half of whom received an immune checkpoint inhibitor. The majority (83%) showed differences in responses across metastases. The group then profiled tumors in a subset, and found molecular and immune heterogeneity in different tumors within the same patient. Heterogeneity in mutational and immune profiles within tumors from individual patients could explain differences in treatment response. Knowing this, the authors emphasize the importance of acquiring biopsies from more than one tumor site in order to best tailor therapies to the features of metastatic cancer.
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Jager MJ, Dogrusöz M, Woodman SE. Uveal Melanoma: Identifying Immunological and Chemotherapeutic Targets to Treat Metastases. Asia Pac J Ophthalmol (Phila) 2017; 6:179-185. [PMID: 28399339 DOI: 10.22608/apo.201782] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Accepted: 04/05/2017] [Indexed: 11/08/2022] Open
Abstract
Uveal melanoma is an intraocular malignancy that, depending on its size and genetic make-up, may lead to metastases in up to 50% of cases. Currently, no therapy has been proven to improve survival. However, new therapies exploiting immune responses against metastases are being developed. The primary tumor is well characterized: tumors at high risk of developing metastases often contain macrophages and lymphocytes. However, these lymphocytes are often regulatory T cells that may suppress immune response. Currently, immune checkpoint inhibitors have shown marked efficacy in multiple cancers (eg, cutaneous melanoma) but do not yet improve survival in uveal melanoma patients. More knowledge needs to be acquired regarding the function of T cells in uveal melanoma. Other therapeutic options are related to the biochemical pathways. Targeting the RAF-MEK-ERK pathway with small molecule MEK inhibitors abrogates the growth of UM cells harboring GNAQ/GNA11 Q209 mutations, suggesting that these aberrant G-protein oncogenes mediate, at least in part, their effect through this hallmark proliferation pathway. Other pathways are also implicated, such as those involving c-Jun and YAP. Further studies may show how interference in the different pathways may affect survival.
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Roszik J, Haydu LE, Hess KR, Oba J, Joon AY, Siroy AE, Karpinets TV, Stingo FC, Baladandayuthapani V, Tetzlaff MT, Wargo JA, Chen K, Forget MA, Haymaker CL, Chen JQ, Meric-Bernstam F, Eterovic AK, Shaw KR, Mills GB, Gershenwald JE, Radvanyi LG, Hwu P, Futreal PA, Gibbons DL, Lazar AJ, Bernatchez C, Davies MA, Woodman SE. Novel algorithmic approach predicts tumor mutation load and correlates with immunotherapy clinical outcomes using a defined gene mutation set. BMC Med 2016; 14:168. [PMID: 27776519 PMCID: PMC5078889 DOI: 10.1186/s12916-016-0705-4] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Accepted: 09/28/2016] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND While clinical outcomes following immunotherapy have shown an association with tumor mutation load using whole exome sequencing (WES), its clinical applicability is currently limited by cost and bioinformatics requirements. METHODS We developed a method to accurately derive the predicted total mutation load (PTML) within individual tumors from a small set of genes that can be used in clinical next generation sequencing (NGS) panels. PTML was derived from the actual total mutation load (ATML) of 575 distinct melanoma and lung cancer samples and validated using independent melanoma (n = 312) and lung cancer (n = 217) cohorts. The correlation of PTML status with clinical outcome, following distinct immunotherapies, was assessed using the Kaplan-Meier method. RESULTS PTML (derived from 170 genes) was highly correlated with ATML in cutaneous melanoma and lung adenocarcinoma validation cohorts (R2 = 0.73 and R2 = 0.82, respectively). PTML was strongly associated with clinical outcome to ipilimumab (anti-CTLA-4, three cohorts) and adoptive T-cell therapy (1 cohort) clinical outcome in melanoma. Clinical benefit from pembrolizumab (anti-PD-1) in lung cancer was also shown to significantly correlate with PTML status (log rank P value < 0.05 in all cohorts). CONCLUSIONS The approach of using small NGS gene panels, already applied to guide employment of targeted therapies, may have utility in the personalized use of immunotherapy in cancer.
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Gao J, Shi LZ, Zhao H, Chen J, Xiong L, He Q, Chen T, Roszik J, Bernatchez C, Woodman SE, Chen PL, Hwu P, Allison JP, Futreal A, Wargo JA, Sharma P. Loss of IFN-γ Pathway Genes in Tumor Cells as a Mechanism of Resistance to Anti-CTLA-4 Therapy. Cell 2016; 167:397-404.e9. [PMID: 27667683 PMCID: PMC5088716 DOI: 10.1016/j.cell.2016.08.069] [Citation(s) in RCA: 886] [Impact Index Per Article: 110.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 07/28/2016] [Accepted: 08/26/2016] [Indexed: 02/07/2023]
Abstract
Antibody blockade of the inhibitory CTLA-4 pathway has led to clinical benefit in a subset of patients with metastatic melanoma. Anti-CTLA-4 enhances T cell responses, including production of IFN-γ, which is a critical cytokine for host immune responses. However, the role of IFN-γ signaling in tumor cells in the setting of anti-CTLA-4 therapy remains unknown. Here, we demonstrate that patients identified as non-responders to anti-CTLA-4 (ipilimumab) have tumors with genomic defects in IFN-γ pathway genes. Furthermore, mice bearing melanoma tumors with knockdown of IFN-γ receptor 1 (IFNGR1) have impaired tumor rejection upon anti-CTLA-4 therapy. These data highlight that loss of the IFN-γ signaling pathway is associated with primary resistance to anti-CTLA-4 therapy. Our findings demonstrate the importance of tumor genomic data, especially IFN-γ related genes, as prognostic information for patients selected to receive treatment with immune checkpoint therapy.
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Reuben A, Spencer CN, Prieto PA, Miller JP, Mao X, Chen WS, Cheung H, Jiang H, Haymaker C, Petaccia De Macedo M, Garber HR, Chen PL, Gopalakrishnan V, Austin-Breneman J, Hudgens CW, Roszik J, Hwu P, Woodman SE, Chin L, Davies MA, Amaria RN, Patel SP, Lazar AJ, Tetzlaff MT, Dwyer KC, Wistuba II, Sharma P, Allison JP, Zhang J, Futreal A, Cooper ZA, Wargo JA. Abstract 2392: Genomic and immune heterogeneity in synchronous melanoma metastases is associated with differential tumor growth and response to therapy. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-2392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
There have been significant advances in the treatment of metastatic melanoma through targeted and immunotherapy, however a significant proportion of patients still progress on these regimens with many experiencing mixed responses. Intense research efforts to better understand resistance are underway, and multiple molecular resistance mechanisms to targeted therapy have been identified. The appreciation of genetic heterogeneity as a contributor to resistance to therapy has grown, though immune heterogeneity has been poorly characterized. The goal of the present study is to better understand the molecular and immune heterogeneity in synchronous melanoma metastases at the time of disease progression. In this study, we prospectively evaluated 32 tumors from 15 patients who were treatment-naïve (n = 4), or had received prior targeted (n = 4) or immunotherapy (n = 7). Whole exome sequencing demonstrated between 4-41% of non-synonymous exonic mutations (NSEM) were restricted to individual tumors within a patient. Deep profiling of infiltrating immune cell subsets by flow cytometry and immunohistochemistry analyses confirmed the immune infiltrate between synchronous metastases to be highly heterogeneous, specifically in regards to CD4 and CD8 T lymphocytes. In aggregate, 92% of these T cell clones were unique to distinct tumors within the same patient, with limited overlap with clones detected in the blood. NetMHC3.4 neoantigen prediction demonstrated a large fraction of predicted neoantigens were restricted to individual tumors, with over 10% of these presenting extremely high predicted affinity. Importantly, analysis of RECIST measurements of individual lesions within the same patient suggested this molecular and immune heterogeneity could contribute to differential tumor growth and response to therapy within the same patient. This has important clinical implications, and suggests a single tumor biopsy may not be sufficiently representative of the molecular and immune landscape of multiple tumors within the same individual.
Citation Format: Alexandre Reuben, Christine N. Spencer, Peter A. Prieto, John P. Miller, Xizeng Mao, Wei-Shen Chen, Hannah Cheung, Hong Jiang, Cara Haymaker, Mariana Petaccia De Macedo, Haven R. Garber, Pei-Ling Chen, Vancheswaran Gopalakrishnan, Jacob Austin-Breneman, Courtney W. Hudgens, Jason Roszik, Patrick Hwu, Scott E. Woodman, Lynda Chin, Michael A. Davies, Rodabe N. Amaria, Sapna P. Patel, Alexander J. Lazar, Michael T. Tetzlaff, Karen C. Dwyer, Ignacio I. Wistuba, Padmanee Sharma, James P. Allison, Jianhua Zhang, Andrew Futreal, Zachary A. Cooper, Jennifer A. Wargo. Genomic and immune heterogeneity in synchronous melanoma metastases is associated with differential tumor growth and response to therapy. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2392.
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Johnson DB, Roszik J, Shoushtari AN, Eroglu Z, Balko J, Higham C, Puzanov I, Patel SP, Sosman JA, Woodman SE. Comparative analysis of the GNAQ, GNA11, SF3B1, and EIF1AX driver mutations in melanoma and across the cancer spectrum. Pigment Cell Melanoma Res 2016; 29:470-3. [PMID: 27089234 PMCID: PMC5678944 DOI: 10.1111/pcmr.12482] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Uveal melanoma is characterized by recurrent mutations in GNAQ, GNA11, SF3B1, and EIF1AX, as well as a low total mutational burden. The frequency and clinical significance of these mutations in non-uveal melanoma and other cancers is not well described. We identified that GNAQ/GNA11 mutations occur in 0.5–1% of non-uveal melanomas and are essentially melanoma-specific. Further, these mutations are associated with a lack of other typical melanoma mutations (BRAF, NRAS, KIT, NF1), a low mutational burden, and, in a small subset, lack of response to immunotherapy. We suggest that GNAQ/GNA11 mutations characterize an uncommon but distinct subtype of non-uveal melanomas.
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Ekmekcioglu S, Davies MA, Tanese K, Roszik J, Shin-Sim M, Bassett RL, Milton DR, Woodman SE, Prieto VG, Gershenwald JE, Morton DL, Hoon DS, Grimm EA. Inflammatory Marker Testing Identifies CD74 Expression in Melanoma Tumor Cells, and Its Expression Associates with Favorable Survival for Stage III Melanoma. Clin Cancer Res 2016; 22:3016-24. [PMID: 26783288 PMCID: PMC4911309 DOI: 10.1158/1078-0432.ccr-15-2226] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Accepted: 01/11/2016] [Indexed: 12/16/2022]
Abstract
PURPOSE Inflammatory marker expression in stage III melanoma tumors was evaluated for association with outcome, using two independent cohorts of stage III melanoma patients' tumor tissues. EXPERIMENTAL DESIGN Fifteen markers of interest were selected for analysis, and their expression in melanoma tissues was determined by immunohistochemistry. Proteins associating with either overall survival (OS) or recurrence-free survival (RFS) in the retrospective discovery tissue microarray (TMA; n = 158) were subsequently evaluated in an independent validation TMA (n = 114). Cox proportional hazards regression models were used to assess the association between survival parameters and covariates, the Kaplan-Meier method to estimate the distribution of survival, and the log-rank test to compare distributions. RESULTS Expression of CD74 on melanoma cells was unique, and in the discovery TMA, it associated with favorable patient outcome (OS: HR, 0.53; P = 0.01 and RFS: HR, 0.56; P = 0.01). The validation data set confirmed the CD74 prognostic significance and revealed that the absence of macrophage migration inhibitory factor (MIF) and inducible nitric oxide synthase (iNOS) was also associated with poor survival parameters. Consistent with the protein observation, tumor CD74 mRNA expression also correlated positively (P = 0.003) with OS in the melanoma TCGA data set. CONCLUSIONS Our data validate CD74 as a useful prognostic tumor cell protein marker associated with favorable RFS and OS in stage III melanoma. Low or negative expression of MIF in both TMAs and of iNOS in the validation set also provided useful prognostic data. A disease-specific investigation of CD74's functional significance is warranted, and other markers appear intriguing to pursue. Clin Cancer Res; 22(12); 3016-24. ©2016 AACR.
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MESH Headings
- Adolescent
- Adult
- Aged
- Aged, 80 and over
- Antigens, Differentiation, B-Lymphocyte/biosynthesis
- Antigens, Differentiation, B-Lymphocyte/genetics
- Biomarkers, Tumor/biosynthesis
- Biomarkers, Tumor/genetics
- Child
- Disease-Free Survival
- Female
- Gene Expression Regulation, Neoplastic/genetics
- Histocompatibility Antigens Class II/biosynthesis
- Histocompatibility Antigens Class II/genetics
- Humans
- Immunohistochemistry
- Intramolecular Oxidoreductases/metabolism
- Macrophage Migration-Inhibitory Factors/metabolism
- Male
- Melanoma/mortality
- Melanoma/pathology
- Middle Aged
- Neoplasm Staging
- Nitric Oxide Synthase Type II/metabolism
- RNA, Messenger/genetics
- Retrospective Studies
- Skin Neoplasms/mortality
- Skin Neoplasms/pathology
- Young Adult
- Melanoma, Cutaneous Malignant
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Chen PL, Roh W, Reuben A, Cooper ZA, Spencer CN, Prieto PA, Miller JP, Bassett RL, Gopalakrishnan V, Wani K, De Macedo MP, Austin-Breneman JL, Jiang H, Chang Q, Reddy SM, Chen WS, Tetzlaff MT, Broaddus RJ, Davies MA, Gershenwald JE, Haydu L, Lazar AJ, Patel SP, Hwu P, Hwu WJ, Diab A, Glitza IC, Woodman SE, Vence LM, Wistuba II, Amaria RN, Kwong LN, Prieto V, Davis RE, Ma W, Overwijk WW, Sharpe AH, Hu J, Futreal PA, Blando J, Sharma P, Allison JP, Chin L, Wargo JA. Analysis of Immune Signatures in Longitudinal Tumor Samples Yields Insight into Biomarkers of Response and Mechanisms of Resistance to Immune Checkpoint Blockade. Cancer Discov 2016; 6:827-37. [PMID: 27301722 DOI: 10.1158/2159-8290.cd-15-1545] [Citation(s) in RCA: 681] [Impact Index Per Article: 85.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2015] [Accepted: 06/10/2016] [Indexed: 11/16/2022]
Abstract
UNLABELLED Immune checkpoint blockade represents a major breakthrough in cancer therapy; however, responses are not universal. Genomic and immune features in pretreatment tumor biopsies have been reported to correlate with response in patients with melanoma and other cancers, but robust biomarkers have not been identified. We studied a cohort of patients with metastatic melanoma initially treated with cytotoxic T-lymphocyte-associated antigen-4 (CTLA4) blockade (n = 53) followed by programmed death-1 (PD-1) blockade at progression (n = 46), and analyzed immune signatures in longitudinal tissue samples collected at multiple time points during therapy. In this study, we demonstrate that adaptive immune signatures in tumor biopsy samples obtained early during the course of treatment are highly predictive of response to immune checkpoint blockade and also demonstrate differential effects on the tumor microenvironment induced by CTLA4 and PD-1 blockade. Importantly, potential mechanisms of therapeutic resistance to immune checkpoint blockade were also identified. SIGNIFICANCE These studies demonstrate that adaptive immune signatures in early on-treatment tumor biopsies are predictive of response to checkpoint blockade and yield insight into mechanisms of therapeutic resistance. These concepts have far-reaching implications in this age of precision medicine and should be explored in immune checkpoint blockade treatment across cancer types. Cancer Discov; 6(8); 827-37. ©2016 AACR.See related commentary by Teng et al., p. 818This article is highlighted in the In This Issue feature, p. 803.
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Yoo JH, Shi DS, Grossmann AH, Sorensen LK, Tong Z, Mleynek TM, Rogers A, Zhu W, Richards JR, Winter JM, Zhu J, Dunn C, Bajji A, Shenderovich M, Mueller AL, Woodman SE, Harbour JW, Thomas KR, Odelberg SJ, Ostanin K, Li DY. ARF6 Is an Actionable Node that Orchestrates Oncogenic GNAQ Signaling in Uveal Melanoma. Cancer Cell 2016; 29:889-904. [PMID: 27265506 PMCID: PMC5027844 DOI: 10.1016/j.ccell.2016.04.015] [Citation(s) in RCA: 105] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2015] [Revised: 10/16/2015] [Accepted: 04/29/2016] [Indexed: 12/12/2022]
Abstract
Activating mutations in Gαq proteins, which form the α subunit of certain heterotrimeric G proteins, drive uveal melanoma oncogenesis by triggering multiple downstream signaling pathways, including PLC/PKC, Rho/Rac, and YAP. Here we show that the small GTPase ARF6 acts as a proximal node of oncogenic Gαq signaling to induce all of these downstream pathways as well as β-catenin signaling. ARF6 activates these diverse pathways through a common mechanism: the trafficking of GNAQ and β-catenin from the plasma membrane to cytoplasmic vesicles and the nucleus, respectively. Blocking ARF6 with a small-molecule inhibitor reduces uveal melanoma cell proliferation and tumorigenesis in a mouse model, confirming the functional relevance of this pathway and suggesting a therapeutic strategy for Gα-mediated diseases.
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Cooper ZA, Reuben A, Spencer CN, Prieto PA, Austin-Breneman JL, Jiang H, Haymaker C, Gopalakrishnan V, Tetzlaff MT, Frederick DT, Sullivan RJ, Amaria RN, Patel SP, Hwu P, Woodman SE, Glitza IC, Diab A, Vence LM, Rodriguez-Canales J, Parra ER, Wistuba II, Coussens LM, Sharpe AH, Flaherty KT, Gershenwald JE, Chin L, Davies MA, Clise-Dwyer K, Allison JP, Sharma P, Wargo JA. Distinct clinical patterns and immune infiltrates are observed at time of progression on targeted therapy versus immune checkpoint blockade for melanoma. Oncoimmunology 2016; 5:e1136044. [PMID: 27141370 PMCID: PMC4839346 DOI: 10.1080/2162402x.2015.1136044] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 12/17/2015] [Accepted: 12/18/2015] [Indexed: 12/20/2022] Open
Abstract
We have made major advances in the treatment of melanoma through the use of targeted therapy and immune checkpoint blockade; however, clinicians are posed with therapeutic dilemmas regarding timing and sequence of therapy. There is a growing appreciation of the impact of antitumor immune responses to these therapies, and we performed studies to test the hypothesis that clinical patterns and immune infiltrates differ at progression on these treatments. We observed rapid clinical progression kinetics in patients on targeted therapy compared to immune checkpoint blockade. To gain insight into possible immune mechanisms behind these differences, we performed deep immune profiling in tumors of patients on therapy. We demonstrated low CD8+ T-cell infiltrate on targeted therapy and high CD8+ T-cell infiltrate on immune checkpoint blockade at clinical progression. These data have important implications, and suggest that antitumor immune responses should be assessed when considering therapeutic options for patients with melanoma.
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Roszik J, Wu CJ, Siroy AE, Lazar AJ, Davies MA, Woodman SE, Kwong LN. Somatic Copy Number Alterations at Oncogenic Loci Show Diverse Correlations with Gene Expression. Sci Rep 2016; 6:19649. [PMID: 26787600 PMCID: PMC4726397 DOI: 10.1038/srep19649] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 12/14/2015] [Indexed: 01/14/2023] Open
Abstract
Somatic copy number alterations (SCNAs) affecting oncogenic drivers have a firmly established role in promoting cancer. However, no agreed-upon standard exists for calling locus-specific amplifications and deletions in each patient sample. Here, we report the correlative analysis of copy number amplitude and length with gene expression across 6,109 samples from The Cancer Genome Atlas (TCGA) dataset across 16 cancer types. Using specificity, sensitivity, and precision-based scores, we assigned optimized amplitude and length cutoffs for nine recurrent SCNAs affecting known oncogenic drivers, using mRNA expression as a functional readout. These cutoffs captured the majority of SCNA-driven, highly-expression-altered samples. The majority of oncogenes required only amplitude cutoffs, as high amplitude samples were almost invariably focal; however, CDKN2A and PTEN uniquely required both amplitude and length cutoffs as primary predictors. For PTEN, these extended to downstream AKT activation. In contrast, SCNA genes located peri-telomerically or in fragile sites showed poor expression-copy number correlations. Overall, our analyses identify optimized amplitude and length cutoffs as efficient predictors of gene expression changes for specific oncogenic SCNAs, yet warn against one-size-fits-all interpretations across all loci. Our results have implications for cancer data analyses and the clinic, where copy number and mutation data are increasingly used to personalize cancer therapy.
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