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Melanoma brain metastases: correlation of imaging features with genomic markers and patient survival

Bordia, Ritu; Zhong, Hua; Lee, Joon; Weiss, Sarah; Han, Sung Won; Osman, Iman; Jain, Rajan
Purpose To identify MR imaging features of melanoma brain metastases (MBM) that correlate with genetic profile of melanoma and patient survival. Materials and methods Patients with newly diagnosed melanoma metastases were identified from institutional database A retrospective review of brain MRI was performed focusing on lesion number, size, T1-, T2- and diffusion-weighted signal characteristics, hemorrhage, necrosis, enhancement pattern and edema. Genomic (BRAF status), treatment and survival data was collected. Results 98 patients were included in final analysis. A strong correlation was found between size of the largest lesion and the percent of lesions with T1-weighted hyperintense signal (R = 0.49), percent of lesions with size >1 cm (0.55), and the lesions that are clearly hemorrhagic (0.43). The analyzed imaging parameters were found to be independent of BRAF mutation status. The median survival of subjects with single lesion (9.1 months) was significantly higher than the median survival of subjects with more than 1 lesion (4.9 months) (p = 0.002). Patients with 2-18 lesions had significantly longer survival (5.6 months) than with >18 lesions (2 months) (p < 0.001). Other imaging parameters such as lesion size, T1-weighted hyperintensity, number of lesions with edema and hemorrhage were not found to be significantly related to survival. BRAF inhibitor treatment was found to be the most significant prognostic factor (p = 0.002) among patients with multiple lesions. Conclusion There is a statistically significant correlation between number of brain metastases and survival. In patients with multiple lesions, BRAF inhibitor treatment was the most significant prognostic factor.
PMID: 27822597
ISSN: 1573-7373
CID: 2304352

Revisiting the prognostic value of proliferation markers for thick primary melanoma [Meeting Abstract]

Robinson, E M; Rosenbaum, B E; Zhang, Y; Rogers, R; Tchack, J; Berman, R S; Darvishian, F; Osman, I; Shapiro, R; Shao, Y; Polsky, D
Patients with thick (>4 mm) primary melanomas have highly variable outcomes. Current staging criteria for these patients are based primarily on the presence of nodal disease, which often serves as the basis for adjuvant trial eligibility. Identification of novel biomarkers could help identify patients who may benefit from promising, new adjuvant therapies or, alternatively, spare patients with good prognoses the cost and potential toxicity of these drugs. We examined patients with thick primary melanoma to determine whether proliferation markers (mitotic index and Ki- 67) and other clinicopatholgical features were associated with survival. We studied 171 patients with thick primary melanomas; median thickness was 6.0 mm (median follow-up, 3.0 years). In clinically node-negative patients, Ki-67 expression was an independent predictor of worse RFS (HR 2.19, P = 0.024) and OS (HR 2.49, P = 0.028). In a separate model, moderate (>1 to <5 per mm2) and many (>5 per mm2) mitoses were each significantly associated with RFS (HR = 9.97, P = 0.035 and HR = 11.93, P = 0.025, respectively); and OS (HR = 12.79, P = 0.033 and HR = 18.68, P = 0.017, respectively). In the same model, natural log-transformed tumor thickness was also significantly associated with worse OS (HR 2.37, P = 0.009). In sum, we identified cell proliferation markers Ki-67 and mitotic index as independent predictors of survival in clinically nodenegative patients with thick primary melanoma. Greater tumor thickness was also an independent predictor of survival in this cohort. With further investigation, these measures may improve risk-stratification for patients with thick primary melanoma
EMBASE:614350563
ISSN: 1755-148x
CID: 2454312

Computer-assisted image analysis demonstrates tumor area and width as prognostic factors in stage IB melanoma [Meeting Abstract]

Rosenbaum, B E; Schafer, C; Han, S W; Osman, I; Zhong, H; Brinster, N
Patients with stage IB melanoma have a 10% risk of melanoma-specific mortality within five years. The current prognostic paradigm, however, is insufficient to predict which of these patients are most likely to recur. Additional prognostic characteristics of stage IB melanoma are needed to identify this patient subset who are at highest risk of recurrence, and may benefit from closer follow-up. We evaluated a prospective cohort of stage IB patients (n = 655) treated at NYU Langone Medical Center. In a research subset (n = 149) composed of patients with recurrent (n = 63) and nonrecurrent (n = 86) disease matched for age, sex, thickness, ulceration and mitoses, primary tumors were independently reviewed for digitally calculated area, manually calculated area (depth x width), width, and conformation (contiguous versus noncontiguous) using computer-assisted histopathological analysis (Aperio, Vista, CA USA). We tested the association between histologic variables and recurrence-free survival (RFS) using Cox univariate analysis. Increasing digital area (HR 1.08, P < 0.01), tumor width (HR 1.17, P = 0.01), and non-contiguous conformation (HR 0.57, P = 0.05) were independently prognostic of RFS. Linear regression analysis showed a significant correlation between the manual and digital area (estimate 0.64, P < 0.01), which became even stronger when restricted to patients with contiguous tumors (estimate 0.75, P < 0.01), suggesting manually calculated tumor area may also provide useful prognostic information for providers without access to similar software. Computer-assisted measurement of cross-sectional tumor area, width, and contiguity may help risk-stratification in stage IB patients. Independent validation of these primary tumor characteristic is needed to fully comprehend their prognostic role in stage IB melanoma
EMBASE:614350594
ISSN: 1755-148x
CID: 2454302

Outcomes in Melanoma Patients Treated with BRAF/MEK-Directed Therapy or Immune Checkpoint Inhibition Stratified by Clinical Trial versus Standard of Care

Goldman, Chloe; Tchack, Jeremy; Robinson, Eric M; Han, Sung Won; Moran, Una; Polsky, David; Berman, Russell S; Shapiro, Richard L; Ott, Patrick A; Osman, Iman; Zhong, Hua; Pavlick, Anna C; Wilson, Melissa Ann
OBJECTIVES: Since 2011, metastatic melanoma treatment has evolved with commercial approval of BRAF- and MEK-targeted therapy and CTLA-4- and PD-1-blocking antibodies (immune checkpoint inhibitors, ICI). While novel therapies have demonstrated improved prognosis in clinical trials, few studies have examined the evolution of prognosis and toxicity of these drugs among an unselected population. We assess whether survival and toxicity reported in trials, which typically exclude most patients with brain metastases and poor performance status, are recapitulated within a commercial access population. METHODS: 182 patients diagnosed with stage IV melanoma from July 2006 to December 2013 and treated with BRAF- and/or MEK-targeted therapy or ICI were prospectively studied. Outcomes and clinicopathologic differences between trial and commercial cohorts were assessed. RESULTS: Patients receiving commercial therapy (vs. on trial) had poorer prognostic features (i.e., brain metastases) and lower median overall survival (mOS) when assessed across all treatments (9.2 vs. 17.5 months, p = 0.0027). While toxicity within trial and commercial cohorts did not differ, patients who experienced toxicity had increased mOS (p < 0.001), irrespective of stratification by trial status or therapy. CONCLUSION: Metastatic melanoma patients receiving commercial treatment may represent a different clinical population with poor prognostic features compared to trial patients. Toxicity may prognosticate treatment benefit.
PMID: 28601879
ISSN: 1423-0232
CID: 2594982

Treatment Outcomes for Metastatic Melanoma of Unknown Primary in the New Era: A Single-Institution Study and Review of the Literature

Utter, Kierstin; Goldman, Chloe; Weiss, Sarah A; Shapiro, Richard L; Berman, Russell S; Wilson, Melissa Ann; Pavlick, Anna C; Osman, Iman
BACKGROUND: Metastatic melanoma of unknown primary (MUP) is uncommon, biologically ill defined, and clinically understudied. MUP outcomes are seldom reported in clinical trials. In this study, we analyze responses of MUP patients treated with systemic therapy in an attempt to inform treatment guidelines for this unique population. METHODS: New York University (NYU)'s prospective melanoma database was searched for MUP patients treated with systemic therapy. PubMed and Google Scholar were searched for MUP patients treated with immunotherapy or targeted therapy reported in the literature, and their response and survival data were compared to the MUP patient data from NYU. Both groups' response data were compared to those reported for melanoma of known primary (MKP). RESULTS: The MUP patients treated at NYU had better outcomes on immunotherapy but worse on targeted therapy than the MUP patients in the literature. The NYU MUP patients and those in the literature had worse outcomes than the majority-MKP populations in 10 clinical trial reports. CONCLUSIONS: Our study suggests that MUP patients might have poorer outcomes on systemic therapy as compared to MKP patients. Our cohort was small and limited data were available, highlighting the need for increased reporting of MUP outcomes and multi-institutional efforts to understand the mechanism behind the observed differences.
PMCID:5617794
PMID: 28746931
ISSN: 1423-0232
CID: 2654342

A systems biology approach identifies FUT8 as a novel driver of melanoma metastasis [Meeting Abstract]

Agrawal, Praveen; Fontanals, Barbara; Sokolova, Elena; Jacob, Samson; Vaiana, Christopher A; McDermott, Meagan; Argibay, Diana; Darvishian, Farbod; Castillo, Mireia; Ueberheide, Beatrix; Osman, Iman; Fenyo, David; Mahal, Lara K; Hernando, Eva
ISI:000392935600182
ISSN: 1460-2423
CID: 2451662

Immunologic heterogeneity of tumor infiltrating lymphocyte composition in primary melanoma

Weiss, Sarah A; Han, Sung Won; Lui, Kevin; Tchack, Jeremy; Shapiro, Richard; Berman, Russell; Zhong, Judy; Krogsgaard, Michelle; Osman, Iman; Darvishian, Farbod
Tumor infiltrating lymphocytes (TILs) in primary melanomas are thought to represent the host anti-tumor immune response, but controversy exists over whether TILs offer independent prognostication of survival. We studied a cohort of 1241 primary melanoma patients to assess the association of absent, non-brisk, and brisk TIL grade with survival outcomes. We tested whether quantitative TIL counts using immunohistochemical lymphocyte markers CD3, CD45, and FOXP3 add prognostic value to TIL grading compared to histology alone in 15% of the cohort. To assess for inter-group immunologic heterogeneity among TIL grades, we investigated differential expression of 594 immunoregulatory genes in 67 primary melanomas. On histologic evaluation of 1241 primary melanomas, TILs were graded as absent (n=388, 31%), non-brisk (n=330, 27%), and brisk (n=523, 42%). Patients with brisk TILs had improved recurrence-free survival (RFS) (P=.025) and overall survival (OS) (P=.006) compared to patients with non-brisk and absent TILs, for which there were no differences in RFS (P=.40) or OS (P=.41). TIL quantitation by immunohistochemistry did not improve prognostication compared to TIL grading on hematoxylin and eosin stained sections. Melanomas with non-brisk and absent TILs share similar immunoregulatory gene expression profiles. In contrast, melanomas with brisk TILs demonstrate upregulation of T-cell activation pathways and inhibition of upstream immune checkpoint regulators. The presence of TILs in primary melanomas represents a heterogeneous group and caution in prognostic interpretation is warranted. Melanomas with brisk TILs are defined by an immunostimulatory gene expression profile and improved prognosis compared to melanomas with non-brisk or absent TILs.
PMCID:5706446
PMID: 27473267
ISSN: 1532-8392
CID: 2191782

Impact of aging on host immune response and survival in melanoma: an analysis of 3 patient cohorts

Weiss, Sarah A; Han, Joseph; Darvishian, Farbod; Tchack, Jeremy; Han, Sung Won; Malecek, Karolina; Krogsgaard, Michelle; Osman, Iman; Zhong, Judy
BACKGROUND: Age has been reported as an independent prognostic factor for melanoma-specific survival (MSS). We tested the hypothesis that age impacts the host anti-tumor immune response, accounting for age-specific survival outcomes in three unique melanoma patient cohorts. METHODS: We queried the U.S. population-based Surveillance, Epidemiology, and End Results Program (SEER), the prospective tertiary care hospital-based Interdisciplinary Melanoma Cooperative Group (IMCG) biorepository, and the Cancer Genome Atlas (TCGA) biospecimen database to test the association of patient age at time of melanoma diagnosis with clinicopathologic features and survival outcomes. Age groups were defined as 65 (older). Each age group in the IMCG and TCGA cohorts was stratified by tumor infiltrating lymphocyte (TIL) measurements and tested for association with MSS. Differential expression of 594 immunoregulatory genes was assessed in a subset of primary melanomas in the IMCG and TCGA cohorts using an integrative pathway analysis. RESULTS: We analyzed 304, 476 (SEER), 1241 (IMCG), and 292 (TCGA) patients. Increasing age at melanoma diagnosis in both the SEER and IMCG cohorts demonstrated a positive correlation with tumor thickness, ulceration, stage, and mortality, however age in the TCGA cohort did not correlate with mortality. Older age was associated with shorter MSS in all three cohorts. When the young age group in both the IMCG and TCGA cohorts was stratified by TIL status, there were no differences in MSS. However, older IMCG patients with brisk TILs and intermediate aged TCGA patients with high lymphocyte scores (3-6) had improved MSS. Gene expression analysis revealed top pathways (T cell trafficking, communication, and differentiation) and top upstream regulators (CD3, CD28, IFNG, and STAT3) that significantly changed with age in 84 IMCG and 43 TCGA primary melanomas. CONCLUSIONS: Older age at time of melanoma diagnosis is associated with shorter MSS, however age's association with clinicopathologic features is dependent upon specific characteristics of the study population. TIL as a read-out of the host immune response may have greater prognostic impact in patients older than age 45. Recognition of age-related factors negatively impacting host immune responses may provide new insights into therapeutic strategies for the elderly.
PMCID:5070187
PMID: 27760559
ISSN: 1479-5876
CID: 2280042

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