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Genetic variation in immunomodulatory genes as markers of melanoma recurrence-free and overall survival [Meeting Abstract]
Rendleman, J; Shang, S; Shields, J; Adaniel, C; Fleming, N H; Shapiro, R; Berman, R S; Pavlick, A C; Shao, Y; Osman, I; Kirchhoff, T
Background: Small reported studies have provided some evidence implicating immune related genes in melanoma susceptibility and prognosis; however candidate selection of these prior efforts has been limited. In this study, we performed an analysis of germline variants in immuno-modulatory genes for their association with melanoma survival in a well characterized cohort of prospectively accrued melanoma patients. Methods: Germline DNA isolated from blood samples of 817 melanoma patients was genotyped for 94 SNPs tagging 55 immuno-modulatory genes using Sequenom iPLEX. Cox models were used to test associations between each SNP and recurrence-free and overall survival (RFS and OS), with adjustments for age, gender, subtype, thickness, ulceration, and anatomic site. ROC curves were constructed from different SNP/clinical covariate combinations and the area under the curve (AUC) was used to assess their utility in the classification of 3-year recurrence. Results: The SNP rs2796817 in TGFB2 had strong associations with both RFS (HR=3.8, CI 95%: 1.3-11, p=0.02) and OS (HR=5.5, CI 95%: 1.6-19, p=0.029). Other interesting associations with OS came from IRF8 (rs4843861, HR=0.62, CI 95%: 0.39-0.99, p=0.017), CCL5 (rs4796120, HR=7.6, CI 95%: 2.3-25, p=0.035), and CD8A (rs3810831, HR=2.4, CI 95%: 0.91-6.2, p=0.048). A multivariate model including stage, subtype, and one of the SNPs (rs3810831 from CD8A), was shown to improve the AUC when compared to a model including only stage and subtype (0.77 vs. 0.79). Conclusions: We identified several immune-related loci associated with melanoma RFS and OS. The strongest association, rs2796817, maps in TGFB2, which among other functions suppresses IL-2 dependent T-cell growth. In addition to other associations found in the study these findings provide evidence for the involvement of immuno-modulatory genes in melanoma prognosis and suggest further investigations of immune related genes in disease progression. This is currently underway in the second stage validation an!
EMBASE:71099871
ISSN: 0732-183x
CID: 451922
T-cell receptor affinity and avidity defines antitumor response and autoimmunity in T-cell immunotherapy
Zhong, Shi; Malecek, Karolina; Johnson, Laura A; Yu, Zhiya; Vega-Saenz de Miera, Eleazar; Darvishian, Farbod; McGary, Katelyn; Huang, Kevin; Boyer, Josh; Corse, Emily; Shao, Yongzhao; Rosenberg, Steven A; Restifo, Nicholas P; Osman, Iman; Krogsgaard, Michelle
T cells expressing antigen-specific T-cell receptors (TCRs) can mediate effective tumor regression, but they often also are accompanied by autoimmune responses. To determine the TCR affinity threshold defining the optimal balance between effective antitumor activity and autoimmunity in vivo, we used a unique self-antigen system comprising seven human melanoma gp100(209-217)-specific TCRs spanning physiological affinities (1-100 muM). We found that in vitro and in vivo T-cell responses are determined by TCR affinity, except in one case that was compensated by substantial CD8 involvement. Strikingly, we found that T-cell antitumor activity and autoimmunity are closely coupled but plateau at a defined TCR affinity of 10 microM, likely due to diminished contribution of TCR affinity to avidity above the threshold. Together, these results suggest that a relatively low-affinity threshold is necessary for the immune system to avoid self-damage, given the close relationship between antitumor activity and autoimmunity. The low threshold, in turn, indicates that adoptive T-cell therapy treatment strategies using in vitro-generated high-affinity TCRs do not necessarily improve efficacy.
PMCID:3637771
PMID: 23576742
ISSN: 0027-8424
CID: 304932
In vivo Modeling and Molecular Characterization: A Path Toward Targeted Therapy of Melanoma Brain Metastasis
Gaziel-Sovran, Avital; Osman, Iman; Hernando, Eva
Brain metastasis (B-Met) from melanoma remains mostly incurable and the main cause of death from the disease. Early stage clinical trials and case studies show some promise for targeted therapies in the treatment of melanoma B-Met. However, the progression-free survival for currently available therapies, although significantly improved, is still very short. The development of new potent agents to eradicate melanoma B-Met relies on the elucidation of the molecular mechanisms that allow melanoma cells to reach and colonize the brain. The discovery of such mechanisms depends heavily on pre-clinical models that enable the testing of candidate factors and therapeutic agents in vivo. In this review we summarize the effects of available targeted therapies on melanoma B-Met in the clinic. We provide an overview of existing pre-clinical models to study the disease and discuss specific molecules and mechanisms reported to modulate different aspects of melanoma B-Met and finally, by integrating both clinical and basic data, we summarize both opportunities and challenges currently presented to researchers in the field.
PMCID:3668495
PMID: 23750336
ISSN: 2234-943x
CID: 394062
Impact of age on the management of primary melanoma patients
Fleming, Nathaniel H; Tian, Jiaying; Vega-Saenz de Miera, Eleazar; Gold, Heidi; Darvishian, Farbod; Pavlick, Anna C; Berman, Russell S; Shapiro, Richard L; Polsky, David; Osman, Iman
Objectives: Age is an understudied factor when considering treatment options for melanoma. Here, we examine the impact of age on primary melanoma treatment in a prospective cohort of patients. Methods: We used logistic regression models to examine the associations between age and initial treatment, using recurrence and melanoma-specific survival as endpoints. Results: 444 primary melanoma patients were categorized into three groups by age at diagnosis: 19-45 years (24.3%), 46-70 (50.2%), and 71-95 (25.5%). In multivariate models, older patients experienced a higher risk of recurrence (hazard ratio 3.34, 95% confidence interval, CI, 1.53-7.25; p < 0.01). No significant differences were observed in positive biopsy margin rates or extent of surgical margins across age groups. Patients in the middle age group were more likely to receive adjuvant therapy than those in the older group (odds ratio 2.78, 95% CI 1.19-6.45; p = 0.02) and showed a trend to longer disease-free survival when receiving adjuvant therapy (p = 0.09). Conclusion: Our data support age as an independent negative prognostic factor in melanoma. Our data suggest that age does not affect primary surgical treatment but may affect decisions of whether or not patients receive postoperative treatment(s). Further work is needed to better understand the biological variables affecting treatment decisions and efficacy in older patients.
PMCID:3842185
PMID: 24008821
ISSN: 0030-2414
CID: 573882
T cell receptor affinity and avidity defines antitumor response and autoimmunity in T cell immunotherapy [Meeting Abstract]
Krogsgaard, M; Zhong, S; Malecek, K; Johnson, L A; Yu, Z; Vega-Saenz, De Miera E; Darvishian, F; McGary-Shipper, K; Huang, K; Boyer, J; Corse, E; Shao, Y; Rosenberg, S A; Restifo, N P; Osman, I
T-cells have evolved the unique ability to discriminate "self" from "non-self" with high sensitivity and selectivity. However, tissue-specific autoimmunity, tolerance or eradication of cancer does not fit into the self/non-self paradigm because the T-cell responses in these situations are most often directed to non-mutated self-proteins. To determine the TCR affinity threshold defining the optimal balance between effective antitumor activity and autoimmunity in vivo, we used a novel self-antigen system comprised of seven human melanoma gp100209-217-specific TCRs spanning physiological affinities (1 to 100 muM). We found that in vitro and in vivo T cell responses are determined by TCR affinity. Strikingly, we found that T cell antitumor activity and autoimmunity are closely coupled but plateau at a defined TCR affinity of 10 muM, likely due to diminished contribution of TCR affinity to avidity above the threshold. Our results suggest a relatively low affinity threshold is necessary for the immune system to avoid selfdamage given the close relationship between antitumor activity and autoimmunity. This, in turn, indicates that treatment strategies focusing on TCRs in the intermediate affinity range (KD ~10 muM) or targeting or targeting shared tumor antigens would dampen the potential for autoimmunity during adoptive T cell therapy for the treatment of cancer
EMBASE:72041915
ISSN: 2051-1426
CID: 1811242
Unraveling the roles of the histone variant H2A.Z in melanoma progression [Meeting Abstract]
Vardabasso, C; Panda, T; Straub, T; Boenisch, C; Montagna, C; Verma, A; Kapoor, A; Segura, M; Duarte, L F; Hernando, E; Bhardwaj, N; Osman, I; Sosman, J A; Hake, S B; Bernstein, E
Chromatin dynamics exert a critical function in a number of cancers, and only recently has the role of histone variants in cancer initiation and/or progression begun to be unraveled.Wepreviously probed the H2A variant profile in malignant melanoma (MM) and revealed that macroH2A levels are significantly decreased during melanoma progression, exerting a tumor-suppressive function mediated by direct transcriptional regulation of CDK8. Here, we demonstrate that global protein levels of another variant, H2A.Z, follow an opposite pattern compared to macroH2A - H2A.Z levels increase as cells become increasingly malignant. We differentiate the two isoforms of H2A.Z, namely H2A.Z.1 and H2A.Z.2 (encoded by H2AFZ and H2AFV, respectively), and we show that expression of both is higher in metastatic melanoma specimens from patients as compared to benign nevi. In addition, higher H2A.Z.1 and 2 levels significantly correlate with shorter time to recurrence and lower overall survival in patients followed up for 3 years after excision of the metastatic lesion. Our combined FISH (Fluorescent In Situ Hybridization) and CGH (Comparative Genomic Hybridization) analyses implicate gene amplification as a likely mechanism underlining H2AFZ and H2AFV overexpression. Moreover, loss of function studies revealed that H2A.Z.2-depleted cells were profoundly delayed in the progression through the cell cycle, in particular during DNA replication. Gene expression profiling showed that many cell cycle-regulating genes were significantly down-regulated upon H2A.Z.2 depletion. Collectively, our data strongly suggest that H2A.Z.2 drives MM progression through the regulation of cell-cycle-regulating genes and we anticipate that our studies will provide imperative knowledge for rationally guided epigenetic therapies as well as for the identification of novel diagnostic and prognostic markers for MM
EMBASE:71001096
ISSN: 1755-1471
CID: 241402
MicroRNA and cutaneous melanoma: from discovery to prognosis and therapy
Segura, Miguel F; Greenwald, Holly S; Hanniford, Doug; Osman, Iman; Hernando, Eva
Melanoma incidence and associated mortality continue to increase worldwide. The lack of treatments with durable responses for stage IV melanoma may be due, at least in part, to an incomplete understanding of the molecular mechanisms that regulate tumor initiation and/or progression to metastasis. Recent evidence supports miRNA dysregulation in melanoma impacting several well-known pathways such as the PI3K/AKT or RAS/MAPK pathways, but also underexplored cellular processes like protein glycosylation and immune modulation. There is also increasing evidence that miRNA can improve patient prognostic classification over the classical staging system and provide new therapeutic opportunities. The integration of this recently acquired knowledge with known molecular alterations in protein coding genes characteristic of these tumors (i.e., BRAF and NRAS mutations, CDKN2A inactivation) is critical for a complete understanding of melanoma pathogenesis. Here, we compile the evidence of the functional roles of miRNAs in melanomagenesis and progression, and of their clinical utility as biomarkers, prognostic tools and potential therapeutic targets. Characterization of miRNA alterations in melanoma may provide new angles for therapeutic intervention, help to decipher mechanisms of drug resistance, and improve patient classification for disease surveillance and clinical benefit.
PMCID:3529555
PMID: 22693259
ISSN: 0143-3334
CID: 182332
Single versus multiple primary melanomas: Old questions and new answers
Hwa C; Price LS; Belitskaya-Levy I; Ma MW; Shapiro RL; Berman RS; Kamino H; Darvishian F; Osman I; Stein JA
BACKGROUND: In patients with multiple primary melanomas (MPM), mean tumor thickness tends to decrease from the first melanoma to the second melanoma, and prognosis may be improved compared with the prognosis for patients who have a single primary melanoma (SPM). In this study, the authors compared the clinicopathologic features of patients with MPM and SPM to better characterize the differences between these 2 groups and to determine whether or not there is an inherent difference in tumor aggression. METHODS: In total, 788 patients with melanoma who were enrolled prospectively in the Interdisciplinary Melanoma Cooperative Group database from 2002 to 2008 were studied. Patients with SPM and with MPM were compared with regard to clinical and primary melanoma characteristics. RESULTS: Of 788 patients with melanoma, 61 patients (7.7%) had 2 or more primary melanomas. The incidence of developing a second primary melanoma 1 year and 5 years after initial melanoma diagnosis was 4.1% and 8.7%, respectively, and most of the risk accumulated within the first year. The incidence of MPM was greater in patients aged >/=60 years than in those aged </=60 years. The absence or presence of mitosis and other tumor characteristics did not differ significantly between patients with SPM and patients with MPM (P = .61). CONCLUSIONS: No difference was observed in the presence or absence of mitoses, a marker of tumor proliferation, in SPM and MPM. Because it has been demonstrated that the presence of mitosis is a powerful prognostic marker, the current findings suggested that the tumors behave similarly in patients with SPM and patients with MPM. The authors concluded that differences in tumor thickness and prognosis between SPM and MPM more likely are caused by factors other than tumor biology, such as increased surveillance. Cancer 2012;. (c) 2012 American Cancer Society
PMID: 22246969
ISSN: 1097-0142
CID: 150011
THE MELANOMA RISK LOCI AS DETERMINANTS OF MELANOMA PROGNOSIS [Meeting Abstract]
Rendleman, J.; Shang, S.; Brocia, C.; Ma, M.; Shapiro, R.; Berman, R.; Pavlick, A.; Shao, Y.; Osman, I.; Kirchhoff, T.
ISI:000309409002051
ISSN: 0923-7534
CID: 181682
Serum microRNAs as biomarkers for recurrence in melanoma
Friedman, Erica B; Shang, Shulian; de Miera, Eleazar Vega-Saenz; Fog, Jacob Ulrik; Teilum, Maria Wrang; Ma, Michelle W; Berman, Russell S; Shapiro, Richard L; Pavlick, Anna C; Hernando, Eva; Baker, Adam; Shao, Yongzhao; Osman, Iman
ABSTRACT: BACKGROUND: Identification of melanoma patients at high risk for recurrence and monitoring for recurrence are critical for informed management decisions. We hypothesized that serum microRNAs (miRNAs) could provide prognostic information at the time of diagnosis unaccounted for by the current staging system and could be useful in detecting recurrence after resection. METHODS: We screened 355 miRNAs in sera from 80 melanoma patients at primary diagnosis (discovery cohort) using a unique quantitative reverse transcription-PCR (qRT-PCR) panel. Cox proportional hazard models and Kaplan-Meier recurrence-free survival (RFS) curves were used to identify a miRNA signature with prognostic potential adjusting for stage. We then tested the miRNA signature in an independent cohort of 50 primary melanoma patients (validation cohort). Logistic regression analysis was performed to determine if the miRNA signature can determine risk of recurrence in both cohorts. Selected miRNAs were measured longitudinally in subsets of patients pre-/post-operatively and pre-/post-recurrence. RESULTS: A signature of 5 miRNAs successfully classified melanoma patients into high and low recurrence risk groups with significant separation of RFS in both discovery and validation cohorts (p = 0.0036, p = 0.0093, respectively). Significant separation of RFS was maintained when a logistic model containing the same signature set was used to predict recurrence risk in both discovery and validation cohorts (p < 0.0001, p = 0.033, respectively). Longitudinal expression of 4 miRNAs in a subset of patients was dynamic, suggesting miRNAs can be associated with tumor burden. CONCLUSION: Our data demonstrate that serum miRNAs can improve accuracy in identifying primary melanoma patients with high recurrence risk and in monitoring melanoma tumor burden over time.
PMCID:3479021
PMID: 22857597
ISSN: 1479-5876
CID: 180442