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De Novo vs Nevus-Associated Melanomas: Differences in Associations With Prognostic Indicators and Survival
Cymerman, Rachel M; Shao, Yongzhao; Wang, Kun; Zhang, Yilong; Murzaku, Era C; Penn, Lauren A; Osman, Iman; Polsky, David
BACKGROUND: Although 20% to 30% of melanomas are histopathologically 'nevus associated,' the majority of melanomas arise de novo, ie, in clinically normal skin with no associated nevus. We examined whether these forms of melanoma differed in their associations with clinical and histopathologic features and patient survival. METHODS: We analyzed two prospective cohorts from our institution with protocol-driven follow-up information (NYU1, n = 1024; NYU2, n = 1125). We used univariate and multivariable analyses to examine associations between de novo vs nevus-associated melanoma classification and age, anatomic site, tumor thickness, tumor ulceration, mitotic index, histological subtype, clinical stage, and survival. We tested the associations identified in NYU1 using NYU2 as a replication cohort. All tests of statistical significance were two-sided. RESULTS: In NYU1, de novo melanomas were associated with tumor thickness greater than 1.0 mm (odds ratio [OR] = 1.96, 95% confidence interval [CI] = 1.43 to 2.70, P < .001), ulceration (OR = 1.65, 95% CI = 1.10 to 2.54, P = .02), nodular subtype (OR = 3.26, 95% CI = 1.70 to 7.11, P = .001), greater than stage I (OR = 2.35, 95% CI = 1.65 to 3.40, P < .001), older age (OR = 1.64, 95% CI = 1.18 to 2.30, P = .004), and shorter overall survival (HR = 1.63, 95% CI = 1.22 to 2.18, P < .001). In NYU2, de novo melanoma was again statistically significantly associated with thickness greater than 1.0 mm (OR = 2.24, 95% CI = 1.72 to 2.93, P < .001), ulceration (OR = 2.88, 95% CI = 1.95 to 4.37, P < .001), nodular subtype (OR = 2.41, 95% CI = 1.75 to 3.37, P < .001), greater than stage I (OR = 2.42, 95% CI = 1.80 to 3.29, P < .001), older age (OR = 1.68, 95% CI = 1.31 to 2.17, P < .001), and shorter overall survival (HR = 2.52, 95% CI = 1.78 to 3.56, P < .001). In multivariable analysis, de novo classification was an independent, poor prognostic indicator in NYU2 (HR = 1.70, 95% CI = 1.19 to 2.44, P = .004). Male patients had a statistically significantly worse survival than female patients if their melanoma was de novo (NYU1, P < .001; NYU2, P < .001); unexpectedly, there was no sex difference in survival among patients with nevus-associated tumors. CONCLUSIONS: These data suggest that de novo melanomas are more aggressive than nevus-associated melanomas. This classification scheme may also provide a useful framework for investigations into sex differences in melanoma outcomes.
PMCID:5939856
PMID: 27235387
ISSN: 1460-2105
CID: 2115202
Genetic markers of pigmentation are novel risk loci for uveal melanoma
Ferguson, Robert; Vogelsang, Matjaz; Ucisik-Akkaya, Esma; Rai, Karan; Pilarski, Robert; Martinez, Carlos N; Rendleman, Justin; Kazlow, Esther; Nagdimov, Khagay; Osman, Iman; Klein, Robert J; Davidorf, Frederick H; Cebulla, Colleen M; Abdel-Rahman, Mohamed H; Kirchhoff, Tomas
While the role of genetic risk factors in the etiology of uveal melanoma (UM) has been strongly suggested, the genetic susceptibility to UM is currently vastly unexplored. Due to shared epidemiological risk factors between cutaneous melanoma (CM) and UM, in this study we have selected 28 SNPs identified as risk variants in previous genome-wide association studies on CM or CM-related host phenotypes (such as pigmentation and eye color) and tested them for association with UM risk. By logistic regression analysis of 272 UM cases and 1782 controls using an additive model, we identified five variants significantly associated with UM risk, all passing adjustment for multiple testing. The three most significantly associated variants rs12913832 (OR = 0.529, 95% CI 0.415-0.673; p = 8.47E-08), rs1129038 (OR = 0.533, 95% CI 0.419-0.678; p = 1.19E-07) and rs916977 (OR = 0.465, 95% CI 0.339-0.637; p = 3.04E-07) are correlated (r(2) > 0.5) and map at 15q12 in the region of HERC2/OCA2, which determines eye-color in the human population. Our data provides first evidence that the genetic factors associated with pigmentation traits are risk loci of UM susceptibility.
PMCID:4976361
PMID: 27499155
ISSN: 2045-2322
CID: 2211632
Constitutive Lck Activity Drives Sensitivity Differences between CD8+ Memory T Cell Subsets
Moogk, Duane; Zhong, Shi; Yu, Zhiya; Liadi, Ivan; Rittase, William; Fang, Victoria; Dougherty, Janna; Perez-Garcia, Arianne; Osman, Iman; Zhu, Cheng; Varadarajan, Navin; Restifo, Nicholas P; Frey, Alan B; Krogsgaard, Michelle
CD8+ T cells develop increased sensitivity following Ag experience, and differences in sensitivity exist between T cell memory subsets. How differential TCR signaling between memory subsets contributes to sensitivity differences is unclear. We show in mouse effector memory T cells (TEM) that >50% of lymphocyte-specific protein tyrosine kinase (Lck) exists in a constitutively active conformation, compared with <20% in central memory T cells (TCM). Immediately proximal to Lck signaling, we observed enhanced Zap-70 phosphorylation in TEM following TCR ligation compared with TCM Furthermore, we observed superior cytotoxic effector function in TEM compared with TCM, and we provide evidence that this results from a lower probability of TCM reaching threshold signaling owing to the decreased magnitude of TCR-proximal signaling. We provide evidence that the differences in Lck constitutive activity between CD8+ TCM and TEM are due to differential regulation by SH2 domain-containing phosphatase-1 (Shp-1) and C-terminal Src kinase, and we use modeling of early TCR signaling to reveal the significance of these differences. We show that inhibition of Shp-1 results in increased constitutive Lck activity in TCM to levels similar to TEM, as well as increased cytotoxic effector function in TCM Collectively, this work demonstrates a role for constitutive Lck activity in controlling Ag sensitivity, and it suggests that differential activities of TCR-proximal signaling components may contribute to establishing the divergent effector properties of TCM and TEM. This work also identifies Shp-1 as a potential target to improve the cytotoxic effector functions of TCM for adoptive cell therapy applications.
PMCID:4935560
PMID: 27271569
ISSN: 1550-6606
CID: 2136402
The expression quantitative trait loci in immune pathways and their effect on cutaneous melanoma prognosis
Vogelsang, Matjaz; Martinez, Carlos N; Rendleman, Justin; Bapodra, Anuj Bapodra; Malecek, Karolina; Romanchuk, Artur; Kazlow, Esther; Shapiro, Richard L; Berman, Russell S; Krogsgaard, Michelle; Osman, Iman; Kirchhoff, Tomas
PURPOSE: The identification of personalized germline markers with biological relevance for the prediction of cutaneous melanoma (CM) prognosis is highly demanded but to date it has been largely unsuccessful. As melanoma progression is controlled by host immunity, here we present a novel approach interrogating immunoregulatory pathways using the genome-wide maps of expression quantitative trait loci (eQTL) to reveal biologically relevant germline variants modulating CM outcomes. EXPERIMENTAL DESIGN: Using whole genome eQTL data from a healthy population, we identified 385 variants -significantly impacting the expression of 268 immune-relevant genes. The 40 most significant eQTLs were tested in a prospective cohort of 1,221 CM patients for their association with overall (OS) and recurrence-free survival using Cox regression models. RESULTS: We identified highly significant associations with better melanoma OS for rs6673928, impacting IL19 expression (HR 0.56, 95% CI 0.41-0.77; P= 0.0002) and rs6695772, controlling the expression of BATF3 (HR 1.64, 95% CI 1.19-2.24; P= 0.0019). Both associations map in the previously suspected melanoma prognostic locus at 1q32. Furthermore, we show that their combined effect on melanoma OS is substantially enhanced reaching the level of clinical applicability (HR 1.92, 95% CI 1.43-2.60; P= 2.38e-5). CONCLUSIONS: Our unique approach of interrogating lymphocyte-specific eQTLs reveals novel and biologically relevant immunomodulatory eQTL predictors of CM prognosis that are independent of current histopathological markers. The significantly enhanced combined effect of identified eQTLs suggests the personalized utilization of both SNPs in a clinical setting, strongly indicating the promise of the proposed design for the discovery of prognostic or risk germline markers in other cancers.
PMCID:5024570
PMID: 26733611
ISSN: 1078-0432
CID: 1901132
Endothelin-1 in the tumor microenvironment correlates with melanoma invasion
Chiriboga, Luis; Meehan, Shane; Osman, Iman; Glick, Michael; de la Cruz, Gelo; Howell, Brittny S; Friedman-Jimenez, George; Schneider, Robert J; Jamal, Sumayah
Endothelin-1 (ET-1) is a vasoactive peptide that also plays a role in the tanning response of the skin. Animal and cell culture studies have also implicated ET-1 in melanoma progression, but no association studies have been performed to link ET-1 expression and melanoma in humans. Here, we present the first in-vivo study of ET-1 expression in pigmented lesions in humans: an ET-1 immunohistochemical screen of melanocytic nevi, melanoma in situ lesions, invasive melanomas, metastatic melanomas, and blue nevi was performed. Twenty-six percent of melanocytic nevi and 44% of melanoma in situ lesions demonstrate ET-1 expression in the perilesional microenvironment, whereas expression in nevus or melanoma cells was rare to absent. In striking contrast, 100% of moderately to highly pigmented invasive melanomas contained numerous ET-1-positive cells in the tumor microenvironment, with 79% containing ET-1-positive melanoma cells, confirmed by co-staining with melanoma tumor marker HMB45. Hypopigmented invasive melanomas had reduced ET-1 expression, suggesting a correlation between ET-1 expression and pigmented melanomas. ET-1-positive perilesional cells were CD68-positive, indicating macrophage origin. Sixty-two percent of highly pigmented metastatic melanomas demonstrated ET-1 expression in melanoma cells, in contrast to 28.2% of hypopigmented specimens. Eighty-nine percent of benign nevi, known as blue nevi, which have a dermal localization, were associated with numerous ET-1-positive macrophages in the perilesional microenvironment, but no ET-1 expression was detected in the melanocytes. We conclude that ET-1 expression in the microenvironment increases with advancing stages of melanocyte transformation, implicating a critical role for ET-1 in melanoma progression, and the importance of the tumor microenvironment in the melanoma phenotype.
PMID: 26825037
ISSN: 1473-5636
CID: 1929752
BET and BRAF inhibitors act synergistically against BRAF-mutant melanoma
Paoluzzi, Luca; Hanniford, Douglas; Sokolova, Elena; Osman, Iman; Darvishian, Farbod; Wang, Jinhua; Bradner, James E; Hernando, Eva
Despite major advances in the treatment of metastatic melanoma, treatment failure is still inevitable in most cases. Manipulation of key epigenetic regulators, including inhibition of Bromodomain and extra-terminal domain (BET) family members impairs cell proliferation in vitro and tumor growth in vivo in different cancers, including melanoma. Here, we investigated the effect of combining the BET inhibitor JQ1 with the BRAF inhibitor Vemurafenib in in vitro and in vivo models of BRAF-mutant melanoma. We performed cytotoxicity and apoptosis assays, and a xenograft mouse model to determine the in vitro and in vivo efficacy of JQ1 in combination with Vemurafenib against BRAF-mutant melanoma cell lines. Further, to investigate the molecular mechanisms underlying the effects of combined treatment, we conducted antibody arrays of in vitro drug-treated cell lines and RNA sequencing of drug-treated xenograft tumors. The combination of JQ1 and Vemurafenib acted synergistically in BRAF-mutant cell lines, resulting in marked apoptosis in vitro, with upregulation of proapoptotic proteins. In vivo, combination treatment suppressed tumor growth and significantly improved survival compared to either drug alone. RNA sequencing of tumor tissues revealed almost four thousand genes that were uniquely modulated by the combination, with several anti-apoptotic genes significantly down-regulated. Collectively, our data provide a rationale for combined BET and BRAF inhibition as a novel strategy for the treatment of melanoma.
PMCID:4867668
PMID: 27169980
ISSN: 2045-7634
CID: 2107752
Identification of a novel pathogenic germline KDR variant in melanoma
Pires Silva, Ines; Salhi, Amel; Giles, Keith M; Vogelsang, Matjaz; Han, Sung Won; Ismaili, Naima; Lui, Kevin P; Robinson, Eric M; Wilson, Melissa A; Shapiro, Richard L; Pavlick, Anna; Zhong, Judy; Kirchhoff, Tomas; Osman, Iman
PURPOSE: The application of pan-cancer next generation sequencing panels in the clinical setting has facilitated the identification of low frequency somatic mutations and the testing of new therapies in solid tumors using the 'basket trial' scheme. However, little consideration has been given to the relevance of non-synonymous germline variants which are likely to be uncovered in tumors and germline and which may be relevant to prognostication and prediction -of treatment response. EXPERIMENTAL DESIGN: We analyzed matched tumor and normal DNA from 34 melanoma patients using an Ion Torrent cancer-associated gene panel. We elected to study the germline variant Q472H in the kinase insert domain receptor (KDR), which was identified in 35% of melanoma patients in both a pilot and an independent 1,223 patient cohort. Using patient-derived melanoma cell lines and human samples, we assessed proliferation, invasion, VEGF levels and angiogenesis by analyzing tumor microvessel density using anti-CD34 antibody. RESULTS: Serum VEGF levels and tumor microvessel density were significantly higher in Q472H versus KDR wild-type patients. Primary cultures derived from melanomas harboring the KDR variant were more proliferative and invasive than KDR wild-type. Finally, using a VEGFR2 antibody, we showed that KDR Q472H cells were sensitive to targeted inhibition of VEGFR2, an effect that was not observed in KDR WT cells. CONCLUSION: Our data support the integration of germline analysis into personalized treatment decision-making and suggest that patients with germline KDR variant might benefit from anti-angiogenesis treatment.
PMCID:4867268
PMID: 26631613
ISSN: 1078-0432
CID: 1863552
Pathways for Modulating Exosome Lipids Identified By High-Density Lipoprotein-Like Nanoparticle Binding to Scavenger Receptor Type B-1
Angeloni, Nicholas L; McMahon, Kaylin M; Swaminathan, Suchitra; Plebanek, Michael P; Osman, Iman; Volpert, Olga V; Thaxton, C Shad
Exosomes are produced by cells to mediate intercellular communication, and have been shown to perpetuate diseases, including cancer. New tools are needed to understand exosome biology, detect exosomes from specific cell types in complex biological media, and to modify exosomes. Our data demonstrate a cellular pathway whereby membrane-bound scavenger receptor type B-1 (SR-B1) in parent cells becomes incorporated into exosomes. We tailored synthetic HDL-like nanoparticles (HDL NP), high-affinity ligands for SR-B1, to carry a fluorescently labeled phospholipid. Data show SR-B1-dependent transfer of the fluorescent phospholipid from HDL NPs to exosomes. Modified exosomes are stable in serum and can be directly detected using flow cytometry. As proof-of-concept, human serum exosomes were found to express SR-B1, and HDL NPs can be used to label and isolate them. Ultimately, we discovered a natural cellular pathway and nanoparticle-receptor pair that enables exosome modulation, detection, and isolation.
PMCID:4786789
PMID: 26964503
ISSN: 2045-2322
CID: 2024462
Synchronized Targeting of Notch and ERBB Signaling Suppresses Melanoma Tumor Growth through Inhibition of Notch1 and ERBB3
Zhang, Keman; Wong, Poki; Salvaggio, Christine; Salhi, Amel; Osman, Iman; Bedogni, Barbara
Despite significant advances in melanoma therapy, melanoma remains the deadliest form of skin cancer, with a 5-year survival rate of only 15%. Thus, novel treatments are required to address this disease. Notch and ERBB are evolutionarily conserved signaling cascades required for the maintenance of melanocyte precursors. We show that active Notch1 (Notch1(NIC)) and active (phosphorylated) ERBB3 and ERBB2 correlate significantly and are similarly expressed in both mutated and wild-type BRAF melanomas, suggesting these receptors are co-reactivated in melanoma to promote survival. Whereas blocking either pathway triggers modest effects, combining a ?-secretase inhibitor to block Notch activation and a tyrosine kinase inhibitor to inhibit ERBB3/2 elicits synergistic effects, reducing cell viability by 90% and hampering melanoma tumor growth. Specific inhibition of Notch1 and ERBB3 mimics these results, suggesting these are the critical factors triggering melanoma tumor expansion. Notch and ERBB inhibition blunts AKT and NF?B signaling. Constitutive expression of NF?B partially rescues cell death. Blockade of both Notch and ERBB signaling inhibits the slow cycling JARID1B-positive cell population, which is critical for long-term maintenance of melanoma growth. We propose that blocking these pathways is an effective approach to treatment of melanoma patients regardless of whether they carry mutated or wild-type BRAF.
PMCID:4789778
PMID: 26967479
ISSN: 1523-1747
CID: 2151812
Sensitivity of plasma BRAF and NRAS cell-free DNA assays to detect metastatic melanoma in patients with low RECIST scores and non-RECIST disease progression
Chang, Gregory A; Tadepalli, Jyothirmayee S; Shao, Yongzhao; Zhang, Yilong; Weiss, Sarah; Robinson, Eric; Spittle, Cindy; Furtado, Manohar; Shelton, Dawne N; Karlin-Neumann, George; Pavlick, Anna; Osman, Iman; Polsky, David
Melanoma lacks a clinically useful blood-based biomarker of disease activity to help guide patient management. To determine whether measurements of circulating, cell-free, tumor-associated BRAFmutant and NRASmutant DNA (ctDNA) have a higher sensitivity than LDH to detect metastatic disease prior to treatment initiation and upon disease progression we studied patients with unresectable stage IIIC/IV metastatic melanoma receiving treatment with BRAF inhibitor therapy or immune checkpoint blockade and at least 3 plasma samples obtained during their treatment course. Levels of BRAFmutant and NRASmutant ctDNA were determined using droplet digital PCR (ddPCR) assays. Among patients with samples available prior to treatment initiation ctDNA and LDH levels were elevated in 12/15 (80%) and 6/20 (30%) (p = 0.006) patients respectively. In patients with RECIST scores <5 cm prior to treatment initiation, ctDNA levels were elevated in 5/7 (71%) patients compared to LDH which was elevated in 1/13 (8%) patients (p = 0.007). Among all disease progression events the modified bootstrapped sensitivities for ctDNA and LDH were 82% and 40% respectively, with a median difference in sensitivity of 42% (95% confidence interval, 27%-58%; P < 0.001). In addition, ctDNA levels were elevated in 13/16 (81%) instances of non-RECIST disease progression, including 10/12 (83%) instances of new brain metastases. In comparison LDH was elevated 8/16 (50%) instances of non-RECIST disease progression, including 6/12 (50%) instances of new brain metastases. Overall, ctDNA had a higher sensitivity than LDH to detect disease progression, including non-RECIST progression events. ctDNA has the potential to be a useful biomarker for monitoring melanoma disease activity.
PMCID:4695284
PMID: 26440707
ISSN: 1878-0261
CID: 1794612