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Development and validation of a noninvasive 2-gene molecular assay for cutaneous melanoma

Gerami, Pedram; Yao, Zuxu; Polsky, David; Jansen, Burkhard; Busam, Klaus; Ho, Jonhan; Martini, Mary; Ferris, Laura K
BACKGROUND: Clinical and histopathologic assessment of pigmented skin lesions remains challenging even for experts. Differentiated and accurate noninvasive diagnostic modalities are highly desirable. OBJECTIVE: We sought to provide clinicians with such a tool. METHODS: A 2-gene classification method based on LINC00518 and preferentially expressed antigen in melanoma (PRAME) gene expression was evaluated and validated in 555 pigmented lesions (157 training and 398 validation samples) obtained noninvasively via adhesive patch biopsy. Results were compared with standard histopathologic assessment in lesions with a consensus diagnosis among 3 experienced dermatopathologists. RESULTS: In 398 validation samples (87 melanomas and 311 nonmelanomas), LINC00518 and/or PRAME detection appropriately differentiated melanoma from nonmelanoma samples with a sensitivity of 91% and a specificity of 69%. We established LINC00518 and PRAME in both adhesive patch melanoma samples and underlying formalin fixed paraffin embedded (FFPE) samples of surgically excised primary melanomas and in melanoma lymph node metastases. LIMITATIONS: This technology cannot be used on mucous membranes, palms of hands, and soles of feet. CONCLUSIONS: This noninvasive 2-gene pigmented lesion assay classifies pigmented lesions into melanoma and nonmelanoma groups and may serve as a tool to help with diagnostic challenges that may be inherently linked to the visual image and pattern recognition approach.
PMCID:5599145
PMID: 27707590
ISSN: 1097-6787
CID: 2274162

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

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

Association of Melanocortin-1 Receptor Variants with Pigmentary Traits in Humans: A Pooled-Analysis from the M-SKIP Project

Tagliabue, Elena; Gandini, Sara; Garcia-Borron, Jose C; Maisonneuve, Patrick; Newton-Bishop, Julia; Polsky, David; Lazovich, DeAnn; Kumar, Rajiv; Ghiorzo, Paola; Ferrucci, Leah; Gruis, Nelleke A; Puig, Susana; Kanetsky, Peter A; Motokawa, Tomonori; Ribas, Gloria; Landi, Maria Teresa; Fargnoli, Maria Concetta; Wong, Terence H; Stratigos, Alexander; Helsing, Per; Guida, Gabriella; Autier, Philippe; Han, Jiali; Little, Julian; Sera, Francesco; Raimondi, Sara
PMCID:5317175
PMID: 27251790
ISSN: 1523-1747
CID: 2125142

Acral melanocytic lesions in the United States: Prevalence, awareness, and dermoscopic patterns in skin-of-color and non-Hispanic white patients

Madankumar, Reshmi; Gumaste, Priyanka V; Martires, Kathryn; Schaffer, Panta R; Choudhary, Sonal; Falto-Aizpurua, Leyre; Arora, Harleen; Kallis, Penelope J; Patel, Shailee; Damanpour, Shadi; Sanchez, Margaret I; Yin, Natalie; Chan, Aegean; Sanchez, Miguel; Polsky, David; Kanavy, Holly; Grichnik, James M; Stein, Jennifer A
BACKGROUND: Acral lentiginous melanoma has increased mortality compared with other melanoma subtypes and disproportionately affects ethnic minorities. Acral melanocytic lesions have not been well studied in diverse populations of the United States. OBJECTIVE: We sought to assess the prevalence, awareness, and dermoscopic patterns of acral melanocytic lesions in skin-of-color and non-Hispanic white patients. METHODS: We prospectively examined the palms and soles of 1052 patients presenting to dermatology clinics in New York, NY, and Miami, FL, from October 2013 to April 2015. RESULTS: Acral melanocytic lesions were observed in 36% of our cohort. Skin-of-color patients were more likely to have acral melanocytic lesions than non-Hispanic white patients (P < .01). Acral melanocytic lesions correlated with increased mole counts, particularly on non-Hispanic white patients. The majority of lesions demonstrated benign dermoscopic patterns. We observed 2 lesions with the parallel ridge pattern in our cohort, both found to be atypical nevi on biopsy specimen. Patients often lacked awareness of the presence of their lesions. LIMITATIONS: Interobserver variability in assessing dermoscopic patterns is a limitation. CONCLUSIONS: Melanocytic lesions of the palms and soles are common, particularly in a cohort of multiple ethnicities from the United States. Dermoscopy of acral lesions is an important clinical tool for diagnosis and management of these lesions.
PMID: 26803347
ISSN: 1097-6787
CID: 1929522

The Genetic Evolution of Melanoma [Letter]

Criscito, Maressa C; Polsky, David; Stein, Jennifer A
To the Editor: Shain et al. (Nov. 12 issue)(1) report the results of genetic analysis of 37 primary melanomas and their adjacent nonmalignant melanocytic neoplasms. The authors found conservation of genetic alterations among these neoplasms that was consistent with a stepwise model of melanocytic transformation into melanoma. Although this is a landmark study in the field of melanoma pathogenesis, we would like to emphasize the limited evidence supporting the prophylactic removal of benign melanocytic neoplasms (i.e., melanocytic nevi) to prevent melanoma. Patients with increased numbers of nevi are at increased risk for melanoma. The potential for nevi to serve as . . .
PMID: 26962741
ISSN: 1533-4406
CID: 2024422

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

Impact of Socioeconomic Status and Ethnicity on Melanoma Presentation and Recurrence in Caucasian Patients

Salvaggio, Christine; Han, Sung Won; Martires, Kathryn; Robinson, Eric; Madankumar, Reshmi; Gumaste, Priyanka; Polsky, David; Stein, Jennifer; Berman, Russell; Shapiro, Richard; Zhong, Judy; Osman, Iman
OBJECTIVES: The impact of ethnicity and the socioeconomic status (SES) among Caucasians is not well studied. Here, we examine the impact of income on melanoma presentation and prognosis within a Caucasian cohort, accounting for ethnicity, as some reports suggest increased melanoma incidence in Ashkenazi Jewish (AJ) BRCA mutation carriers. METHODS: We studied prospectively enrolled primary melanoma patients at New York University. SES data were estimated using United States' Census Bureau data and patient zip codes. We evaluated associations between ethnicity, SES, and baseline characteristics using the x03C7;2 test and multivariate logistic regression. We compared survival distributions using Kaplan-Meier curves, log-rank tests, and Cox proportional hazard ratios. RESULTS: Of the 1,339 enrolled patients, AJ represented 32% (n = 423). Apart from AJ being older at presentation (p < 0.001), no significant differences were observed in baseline characteristics between ethnic groups. Patients with a median household income (MHI) lower than the median of the cohort were significantly more likely to present with advanced stages (p < 0.001) compared to patients with a higher MHI. Shorter overall (p = 0.016) and post-recurrence survival (p = 0.042) was also observed in patients from lower-income households. CONCLUSION: Data suggest that disparities in melanoma presentation in Caucasians stratify according to income independent of ethnic background.
PMID: 26840790
ISSN: 1423-0232
CID: 1933532

Mutational Heterogeneity in Melanoma: An Inconvenient Truth

Chang, Gregory A; Polsky, David
Identification of oncogenic BRAF mutations in primary and metastatic melanomas supports a linear model of clonal evolution in cancer. Some mutational studies, however, have failed to identify BRAF mutations in metastatic tumors from patients with BRAF(mutant) primary melanomas. Using a combination of methods, Riveiro-Falkenbach et al. (2015) assert that technical issues, and not clonal heterogeneity, may explain prior discordant mutational results.
PMID: 26569584
ISSN: 1523-1747
CID: 1847952

Examining the scalp for melanoma? Try a blow dryer

Cymerman, Rachel M; Penn, Lauren A; Polsky, David
PMID: 26568352
ISSN: 1097-6787
CID: 1847932