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Immunomodulatory germline variation associated with the development of multiple primary melanoma (MPM)

Ferguson, Robert; Archambault, Alexi; Simpson, Danny; Morales, Leah; Chat, Vylyny; Kazlow, Esther; Lax, Rebecca; Yoon, Garrett; Moran, Una; Shapiro, Richard; Pavlick, Anna; Polsky, David; Osman, Iman; Kirchhoff, Tomas
Multiple primary melanoma (MPM) has been associated with a higher 10-year mortality risk compared to patients with single primary melanoma (SPM). Given that 3-8% of patients with SPM develop additional primary melanomas, new markers predictive of MPM risk are needed. Based on the evidence that the immune system may regulate melanoma progression, we explored whether germline genetic variants controlling the expression of 41 immunomodulatory genes modulate the risk of MPM compared to patients with SPM or healthy controls. By genotyping these 41 variants in 977 melanoma patients, we found that rs2071304, linked to the expression of SPI1, was strongly associated with MPM risk reduction (OR = 0.60; 95% CI = 0.45-0.81; p = 0.0007) when compared to patients with SPM. Furthermore, we showed that rs6695772, a variant affecting expression of BATF3, is also associated with MPM-specific survival (HR = 3.42; 95% CI = 1.57-7.42; p = 0.0019). These findings provide evidence that the genetic variation in immunomodulatory pathways may contribute to the development of secondary primary melanomas and also associates with MPM survival. The study suggests that inherited host immunity may play an important role in MPM development.
PMID: 31308438
ISSN: 2045-2322
CID: 3977742

Impact of initial stage on metastatic melanoma survival

Wilson, Melissa A; Zhong, Judy; Rosenbaum, Brooke E; Utter, Kierstin; Moran, Una; Darvishian, Farbod; Polsky, David; Berman, Russell S; Shapiro, Richard L; Pavlick, Anna C; Osman, Iman
Patients diagnosed with metastatic melanoma have varied clinical courses, even in patients with similar disease characteristics. We examine the impact of initial stage of melanoma diagnosis, BRAF status of primary melanoma, and receiving adjuvant therapy on postmetastatic overall survival (pmOS). We studied melanoma patients presenting to Perlmutter Cancer Center at New York University and prospectively enrolled in New York University melanoma biospecimen database and followed up on protocol-driven schedule. Patients were stratified by stage at initial melanoma diagnosis as per AJCC 7th ed. guidelines. pmOS was determined using the Kaplan-Meier method and Cox's proportional hazards models were used to assess hazard ratios (HRs). Three hundred and four out of 3204 patients developed metastatic disease over the time of follow-up (median follow-up 2.2 years, range: 0.08-35.2 years). Patients diagnosed with stage I (n=96) melanoma had longer pmOS (29.5 months) than those diagnosed with stage II (n=99, pmOS 14.9 months) or stage III (n=109, pmOS 15.1 months) melanoma (P=0.036). Initial stage of diagnosis remained significant in multivariate analysis when controlling for lactate dehydrogenase and site of metastases [primary diagnosis stage II (HR 1.44, P=0.046), stage III (HR 1.5, P=0.019)]. Adjuvant treatment was associated with better survival but BRAF mutation status did not show an association. Our data challenge the general assumption that primary melanomas converge upon diagnosis of metastatic disease and behave uniformly. Primary stage of melanoma at the time of diagnosis may be prognostic of outcome, similar to lactate dehydrogenase and metastatic disease sites.
PMID: 31026246
ISSN: 1473-5636
CID: 3821792

Oncologic Trends, Outcomes, and Risk Factors for Locoregional Recurrence: An Analysis of Tumor-to-Nipple Distance and Critical Factors in Therapeutic Nipple-Sparing Mastectomy

Frey, Jordan D; Salibian, Ara A; Lee, Jiyon; Harris, Kristin; Axelrod, Deborah M; Guth, Amber A; Shapiro, Richard L; Schnabel, Freya R; Karp, Nolan S; Choi, Mihye
BACKGROUND:Oncologic outcomes with nipple-sparing mastectomy (NSM) continue to be established. We examine oncologic trends, outcomes, and risk factors, including tumor-to-nipple distance (TND), in therapeutic NSMs. METHODS:Demographics, outcomes, and overall trends for all NSMs undertaken for a therapeutic indication from 2006 to 2017 were analyzed. Oncologic outcomes were investigated with specific focus on recurrence and associated factors, including TND. RESULTS:A total of 496 therapeutic NSMs were performed with average follow-up time of 48.25 months. The most common tumor types were invasive carcinoma (52.4%) and ductal carcinoma in situ (50.4%). Sentinel lymph node sampling was performed in 79.8% of NSMs; 4.1% had positive frozen sentinel lymph node biopsies while 15.7% had positive nodal status on permanent pathologic examination. The most common pathologic cancer stage was stage IA (42.5%) followed by Stage 0 (31.3%).Per NSM, the rate of local recurrence was 1.6% (N=8); the rate of regional recurrence was 0.6% (N=3). In all, 171 NSMs had magnetic resonance imaging available to assess tumor-to-nipple distance (TND). NSMs with TND ≤1 centimeter (25.0% versus 2.4%, p=0.0031/p=0.1129) and ≤2 centimeters (8.7% versus 2.0%; p=0.0218/p=0.1345) trended to higher rates of locoregional recurrence. In univariate analysis, TND ≤1 centimeter was the only significant risk factor for recurrence (OR=13.5833, p=0.0385). No factors were significant in regression analysis. CONCLUSIONS:In this group of early stage and in situ breast carcinoma, therapeutic NSM appears oncologically safe with a locoregional recurrence rate of 2.0%. Tumor-to-nipple distances of ≤1 centimeter and ≤2 centimeters trended to higher rates of recurrence.
PMID: 30907805
ISSN: 1529-4242
CID: 3778702

The Relationship of Breast Density and Positive Lumpectomy Margins

Gooch, Jessica C; Yoon, Esther; Chun, Jennifer; Kaplowitz, Elianna; Jubas, Talia; Guth, Amber; Axelrod, Deborah; Shapiro, Richard; Darvishian, Farbod; Schnabel, Freya
BACKGROUND:A positive lumpectomy margin after breast-conserving surgery (BCS) is a significant predictor for ipsilateral cancer recurrence. The MarginProbe, a Food and Drug Administration (FDA)-approved device for intraoperative assessment of lumpectomy margins, is associated with a reduction in re-excision surgery. This study aimed to evaluate the relationship of mammographic breast density (MBD) and clinicopathologic characteristics with margin status in women undergoing BCS with the MarginProbe. METHODS:The institutional database was queried for patients with breast cancer who had BCS with the MarginProbe from 2013 to 2017. Clinicopathologic characteristics were collected. The study defined MBD as less dense (Breast Imaging Reporting and Data System [BI-RADS] A and B) and more dense (BI-RADS C and D). A positive margin was defined as smaller than 1 mm. Pearson Chi square and uni- and multivariate logistic regression were performed. RESULTS:Of 1734 patients, 341 met the study criteria. The median patient age was 63 years. The patients with higher mammographic density were younger (p < 0.0001) and had a lower body mass index (BMI) (p < 0.0001). The patients with higher MBD were more likely to present with a palpable mass (p = 0.0360). Of the 341 patients, 135 (39.6%) had one or more positive margins on the main specimen, and 101 (74.8%) were converted to final negative margins after the MarginProbe directed re-excisions. Positive final margins were associated with larger tumor size (p = 0.0242) and more advanced stage of disease at diagnosis (p = 0.0255). CONCLUSIONS:In this study of patients undergoing BCS, breast density was not correlated with the likelihood of a positive margin. The presence of positive final lumpectomy margins was associated with older age and more extensive disease.
PMID: 30888516
ISSN: 1534-4681
CID: 3908622

A Deep Learning Approach for Rapid Mutational Screening in Melanoma [PrePrint]

Kim, Randie H; Nomikou, Sofia; Dawood, Zarmeena; Jour, George; Donnelly, Douglas; Moran, Una; Weber, Jeffrey S; Razavian, Narges; Snuderl, Matija; Shapiro, Richard; Berman, Russell S; Coudray, Nicloas; Osman, Iman; Tsirigos, Aristotelis
ORIGINAL:0014818
ISSN: 2692-8205
CID: 4662142

Primary Melanoma Histologic Subtype: Impact on Survival and Response to Therapy

Lattanzi, Michael; Lee, Yesung; Simpson, Danny; Moran, Una; Darvishian, Farbod; Kim, Randie H; Hernando, Eva; Polsky, David; Hanniford, Doug; Shapiro, Richard; Berman, Russell; Pavlick, Anna C; Wilson, Melissa A; Kirchhoff, Tomas; Weber, Jeffrey S; Zhong, Judy; Osman, Iman
Background/UNASSIGNED:Two primary histologic subtypes, superficial spreading melanoma (SSM) and nodular melanoma (NM), comprise the majority of all cutaneous melanomas. NM is associated with worse outcomes, which have been attributed to increased thickness at presentation, and it is widely expected that NM and SSM would exhibit similar behavior once metastasized. Herein, we tested the hypothesis that primary histologic subtype is an independent predictor of survival and may impact response to treatment in the metastatic setting. Methods/UNASSIGNED:We examined the most recent Surveillance, Epidemiology, and End Results (SEER) cohort (n = 118 508) and the New York University (NYU) cohort (n = 1621) with available protocol-driven follow-up. Outcomes specified by primary histology were studied in both the primary and metastatic settings with respect to BRAF-targeted therapy and immunotherapy. We characterized known driver mutations and examined a 140-gene panel in a subset of NM and SSM cases using next-generation sequencing. All statistical tests were two-sided. Results/UNASSIGNED:NM was an independent risk factor for death in both the SEER (hazard ratio [HR] = 1.55, 95% confidence interval [CI] = 1.41 to 1.70, P < .001) and NYU (HR = 1.47, 95% CI = 1.05, 2.07, P = .03) cohorts, controlling for thickness, ulceration, stage, and other variables. In the metastatic setting, NM remained an independent risk factor for death upon treatment with BRAF-targeted therapy (HR = 3.33, 95% CI = 1.06 to 10.47, P = .04) but showed no statistically significant difference with immune checkpoint inhibition. NM was associated with a higher rate of NRAS mutation (P < .001), and high-throughput sequencing revealed NM-specific genomic alterations in NOTCH4, ANK3, and ZNF560, which were independently validated. Conclusions/UNASSIGNED:Our data reveal distinct clinical and biological differences between NM and SSM that support revisiting the prognostic and predictive impact of primary histology subtype in the management of cutaneous melanoma.
PMID: 29912415
ISSN: 1460-2105
CID: 3158042

Immunomodulatory germline variation impacts the development of multiple primary melanoma (MPM) [Meeting Abstract]

Ferguson, R; Archambault, A; Simpson, D; Kazlow, E; Lax, R; Moran, U; Wilson, M A; Shapiro, R; Pavlick, A; Osman, I; Polsky, D; Kirchhoff, T
Background: During their lifetime about 8% of patients with single primary cutaneous melanoma (SPM) will develop multiple primary melanomas (MPM), which are associated with significantly higher mortality compared to patients with SPM. Based on the evidence that the immune system plays a role in regulating melanoma progression we explored whether germline genetic variants controlling the expression of immunomodulatory genes (immunomodulatory quantitative trait loci, eQTLs) discern risk of MPMcompared to patients with SPM or healthy controls.
Method(s): Previously, we identified 50 eQTLs significantly associated with the expression of 265 immunomodulatory genes using the MuTHer twin cohort. These 50 SNPs were genotyped in 837 SPM and 104MPM individuals using MassARRAY system. 1047 healthy controls were obtained from a publically available GWAS on CMascertained at MDAnderson (phs000187.v1.p1). We employed multivariate logistic regression to test the association of SNPs withMPM vs cancer-free controls andMPMvs SPM.
Result(s): When comparing MPMvs SPM, rs2071304, previously linked to expression of SPI1 in MuTHer data, showed a strong association with reduction ofMPM risk (OR=0.60; 95% CI=0.45-0.81; p=0.0007). Intriguingly, this variant also trended toward significance when comparing MPM vs controls (OR=0.61; 95% CI: 0.44-0.85; p=0.003). Finally, our most significant association when comparingMPM to controls was for rs2276645 (OR=0.60; 95% CI=0.45-0.81; p=0.0008), an eQTL associated with Zap-70 expression.
Conclusion(s): Our data, for the first time, indicate that the inherited host immunity impacts risk ofMPMin individuals with SPM, highlighting an importance of immune involvement in melanoma progression. The MPMrisk-predicting genetic variants identified here or in expanded efforts, currently underway, may eventually lead to a diagnostic tool allowing for enhanced screening and clinical management of patients at risk of MPM, hence reducing elevated MPM-associated mortality. Additionally, our results further support thatMPM and SPM may have different genetics underpinnings and should be treated as separate clinical entities
EMBASE:628562736
ISSN: 1569-8041
CID: 4001462

Association between Ki-67 expression and clinical outcomes among patients with clinically node-negative, thick primary melanoma who underwent nodal staging

Robinson, Eric M; Rosenbaum, Brooke E; Zhang, Yilong; Rogers, Robert; Tchack, Jeremy; Berman, Russell S; Darvishian, Farbod; Osman, Iman; Shapiro, Richard L; Shao, Yongzhao; Polsky, David
BACKGROUND:Patients with thick primary melanomas (≥4 mm) have highly variable survival outcomes. Cell proliferation marker Ki-67 has been identified as promising biomarker in thick melanoma but has not been evaluated since the wide spread adoption of sentinel lymph node biopsy. We revisit its prognostic relevance in the sentinel node era. METHODS:We studied patients with thick (≥4 mm) primary melanoma prospectively enrolled in a clinicopathological biospecimen database from 2002 to 2015, and evaluated the prognostic value of Ki-67 expression while controlling for features included in the existing staging criteria. RESULTS:We analyzed 68 patients who underwent lymph node sampling and who had an available tumor for Ki-67 immunohistochemical (IHC) staining. The median tumor thickness was 6.0 mm; the median follow-up was 2.6 years. In multivariable analysis including nodal status and primary tumor ulceration, Ki-67 expression was an independent predictor of worse recurrence-free survival (HR 2.19, P = 0.024) and overall survival (HR 2.49, P = 0.028). Natural log-transformed tumor thickness (ln [thickness]) was also significantly associated with worse OS (HR 2.39, P = 0.010). CONCLUSION/CONCLUSIONS:We identify Ki-67 and ln (thickness) as potential biomarkers for patients with thick melanoma who have undergone nodal staging. If validated in additional studies, these biomarkers could be integrated into the staging criteria to improve risk-stratification.
PMID: 29878361
ISSN: 1096-9098
CID: 3144572

Adjuvant NY-ESO-1 vaccine immunotherapy in high-risk resected melanoma: a retrospective cohort analysis

Lattanzi, Michael; Han, Joseph; Moran, Una; Utter, Kierstin; Tchack, Jeremy; Sabado, Rachel Lubong; Berman, Russell; Shapiro, Richard; Huang, Hsin-Hui; Osman, Iman; Bhardwaj, Nina; Pavlick, Anna C
BACKGROUND:Cancer-testis antigen NY-ESO-1 is a highly immunogenic melanoma antigen which has been incorporated into adjuvant vaccine clinical trials. Three such early-phase trials were conducted at our center among patients with high-risk resected melanoma. We herein report on the pooled long-term survival outcomes of these patients in comparison to historical controls. METHODS:All melanoma patients treated at NYU Langone Health under any of three prospective adjuvant NY-ESO-1 vaccine trials were retrospectively pooled into a single cohort. All such patients with stage III melanoma were subsequently compared to historical control patients identified via a prospective institutional database with protocol-driven follow-up. Survival times were calculated using the Kaplan-Meier method, and Cox proportional hazard models were employed to identify significant prognostic factors and control for confounding variables. RESULTS:A total of 91 patients were treated with an NY-ESO-1 vaccine for the treatment of high-risk resected melanoma. Of this group, 67 patients were stage III and were selected for comparative analysis with 123 historical control patients with resected stage III melanoma who received no adjuvant therapy. Among the pooled vaccine cohort (median follow-up 61 months), the estimated median recurrence-free survival was 45 months, while the median overall survival was not yet reached. In the control cohort of 123 patients (median follow-up 30 months), the estimated median recurrence-free and overall survival were 22 and 58 months, respectively. Within the retrospective stage III cohort, NY-ESO-1 vaccine was associated with decreased risk of recurrence (HR = 0.56, p < 0.01) and death (HR = 0.51, p = 0.01). Upon controlling for sub-stage, the adjuvant NY-ESO-1 clinical trial cohort continued to exhibit decreased risk of recurrence (HR = 0.45, p < 0.01) and death (HR = 0.40, p < 0.01). CONCLUSIONS:In this small retrospective cohort of resected stage III melanoma patients, adjuvant NY-ESO-1 vaccine immunotherapy was associated with longer recurrence-free and overall survival relative to historical controls. These data support the continued investigation of adjuvant NY-ESO-1 based immunotherapy regimens in melanoma.
PMCID:5958403
PMID: 29773080
ISSN: 2051-1426
CID: 3121182

Discovery of novel germline genetic biomarkers of melanoma recurrence impacting exonic and long non-coding RNA (lncRNA) transcripts [Meeting Abstract]

Kirchhoff, T.; Simpson, D.; Hekal, T.; Ferguson, R.; Kazlow, E.; Moran, U.; Lee, Y.; Izsak, A.; Wilson, M. A.; Shapiro, R.; Pavlick, A.; Osman, I.
ISI:000459277303067
ISSN: 0923-7534
CID: 4354702