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361


Mechanisms of primary resistance to immune checkpoint inhibitors in Melanoma [Meeting Abstract]

Moogk, Duane; Wang, Lin; Li, Kaitao; Yuan, Zhou; Zhong, Shi; Yu, Zhiya; Liadi, Ivan; Rittase, William; Fang, Victoria; Dougherty, Janna; Perez-Garcia, Arianne; Varadarajan, Navin; Restifo, Nicholas P.; Frey, Alan; Osman, Iman; Weber, Jeff; Zhu, Cheng; Krogsgaard, Michelle
ISI:000455805400022
ISSN: 1479-5876
CID: 3613502

Predicting BRAF and NRAS Mutations Using Deep Learning on Histopathology Images of Melanoma [Meeting Abstract]

Kim, Randie; Nomikou, Sofia; Dawood, Zarmeena; Coudray, Nicolas; Jour, George; Moran, Una; Razavian, Narges; Osman, Iman; Tsirigos, Aristotelis
ISI:000478081100486
ISSN: 0023-6837
CID: 4048332

Melanoma patients harbor pre-existing IgG autoantibodies targeting neuronal proteins that associate with differential clinical outcomes following checkpoint blockade [Meeting Abstract]

Hulett, T; Giles, K; Gowen, M; Simpson, D; Tchack, J; Moran, U; Dawood, Z; Pavlick, A; Hu, S; Zhong, H; Krogsgaard, M; Kirchhoff, T; Osman, I
Background Autoantibody landscapes are very specific to the individual, can remain stable for many years, and contain unique features reported in association with cancer, autoimmunity, infection, neurologic conditions, CD8+ T cell behavior, and checkpoint blockade adverse events [1-11]. The goal of this work was to determine whether pre-existing antigenspecific features in melanoma patient autoantibody landscapes would associate with clinical outcomes following checkpoint blockade. Methods Pre-treatment serum samples were collected from 117 melanoma patients prior to checkpoint blockade with anti-CTLA4 (N=60), anti-PD1 (N=38), or both in combination (N=16). All data was collected with approval of the NYU Institutional Review Board at the NYU Perlmutter Cancer Center with informed consent [11]. Serum samples were run on HuProt Human Proteome Microarrays containing >19,000 human proteins by CDI Laboratories. Raw serum IgG signal intensities were processed across staining cohorts via interquartile range normalization. Pre-existing antibody responses were defined as patient-specific IgG signals >3.5 median absolute deviations above cohort median IgG background (modified Z-score). Group statistics were computed (GraphPad Prism), and gene ontology enrichment analysis was performed (Enrichr) [12]. Results Several pre-existing antigen-specific IgG autoantibody targets were observed to have associations with good outcomes (SD/PR) or objective clinical responses (PR/CR) versus patients with progressive disease (POD). While final determination of the most predictive subsets is ongoing, many targets represent genes in an axis surrounding immune signaling pathways, hereditary neurodegenerative disease, and the ubiquitin proteasome pathway (ie, UBQLN1, UBQLN2). An exemplary example was observed in the autoantibody responses shared by >10% of all patients regardless of clinical outcome. Gene ontology enrichment analysis of these shared melanoma-patient autoantibodies versus KEGG 2019 [12] demonstrates this set of proteins is strongly enriched for neurotrophin signaling-associated proteins after multi-sample correction (P=0.004) (Table 1). Several other associations were observed cohort-wide for ontologies with tissuespecific enrichment in the brain, neurons, and neuronal processes. Conclusions In this pilot study, we found strong associations across the cohort for autoantibodies against nerve-growth-inducing neurotrophins and genes like UBQLN1 and UBQLN2 which have strong associations with amyotrophic lateral sclerosis, frontotemporal dementia, Parkinson's, and Alzheimer's - neurodegenerative diseases that are known to have incidences which correlate with melanoma [14-16]; this hints at a potential immunologic connection between the conditions, perhaps related to an antitumor / autoimmune axis involving the targets reported here. (Table Presented)
EMBASE:629890572
ISSN: 2051-1426
CID: 4227402

Predicting BRAF and NRAS Mutations Using Deep Learning on Histopathology Images of Melanoma [Meeting Abstract]

Kim, Randie; Nomikou, Sofia; Dawood, Zarmeena; Coudray, Nicolas; Jour, George; Moran, Una; Razavian, Narges; Osman, Iman; Tsirigos, Aristotelis
ISI:000478915500468
ISSN: 0893-3952
CID: 4048102

Age Correlates with Response to Anti-PD1, Reflecting Age-Related Differences in Intratumoral Effector and Regulatory T-Cell Populations

Kugel, Curtis H; Douglass, Stephen M; Webster, Marie R; Kaur, Amanpreet; Liu, Qin; Yin, Xiangfan; Weiss, Sarah A; Darvishian, Farbod; Al-Rohil, Rami N; Ndoye, Abibatou; Behera, Reeti; Alicea, Gretchen M; Ecker, Brett L; Fane, Mitchell; Allegrezza, Michael J; Svoronos, Nikolaos; Kumar, Vinit; Wang, Daniel Y; Somasundaram, Rajasekharan; Hu-Lieskovan, Siwen; Ozgun, Alpaslan; Herlyn, Meenhard; Conejo-Garcia, Jose R; Gabrilovich, Dmitry; Stone, Erica L; Nowicki, Theodore S; Sosman, Jeffrey; Rai, Rajat; Carlino, Matteo S; Long, Georgina V; Marais, Richard; Ribas, Antoni; Eroglu, Zeynep; Davies, Michael A; Schilling, Bastian; Schadendorf, Dirk; Xu, Wei; Amaravadi, Ravi K; Menzies, Alexander M; McQuade, Jennifer L; Johnson, Douglas B; Osman, Iman; Weeraratna, Ashani T
Purpose: We have shown that the aged microenvironment increases melanoma metastasis, and decreases response to targeted therapy, and here we queried response to anti-PD1.Experimental Design: We analyzed the relationship between age, response to anti-PD1, and prior therapy in 538 patients. We used mouse models of melanoma, to analyze the intratumoral immune microenvironment in young versus aged mice and confirmed our findings in human melanoma biopsies.Results: Patients over the age of 60 responded more efficiently to anti-PD-1, and likelihood of response to anti-PD-1 increased with age, even when we controlled for prior MAPKi therapy. Placing genetically identical tumors in aged mice (52 weeks) significantly increased their response to anti-PD1 as compared with the same tumors in young mice (8 weeks). These data suggest that this increased response in aged patients occurs even in the absence of a more complex mutational landscape. Next, we found that young mice had a significantly higher population of regulatory T cells (Tregs), skewing the CD8+:Treg ratio. FOXP3 staining of human melanoma biopsies revealed similar increases in Tregs in young patients. Depletion of Tregs using anti-CD25 increased the response to anti-PD1 in young mice.Conclusions: While there are obvious limitations to our study, including our inability to conduct a meta-analysis due to a lack of available data, and our inability to control for mutational burden, there is a remarkable consistency in these data from over 500 patients across 8 different institutes worldwide. These results stress the importance of considering age as a factor for immunotherapy response. Clin Cancer Res; 1-10. ©2018 AACR.
PMID: 29898988
ISSN: 1078-0432
CID: 3155252

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

Cell of origin contributes to the melanoma diversity [Meeting Abstract]

Sun, Q.; Lee, W.; Takeo, M.; Lim, C.; Xu, X.; Moubarak, R.; Myung, P.; Taketo, M.; Osman, I.; Nishimura, E.; Ito, M.
ISI:000431498600643
ISSN: 0022-202x
CID: 3132662

Baseline antibody profiles predict toxicity in melanoma patients treated with immune checkpoint inhibitors

Gowen, Michael F; Giles, Keith M; Simpson, Danny; Tchack, Jeremy; Zhou, Hua; Moran, Una; Dawood, Zarmeena; Pavlick, Anna C; Hu, Shaohui; Wilson, Melissa A; Zhong, Hua; Krogsgaard, Michelle; Kirchhoff, Tomas; Osman, Iman
BACKGROUND:Immune checkpoint inhibitors (anti-CTLA-4, anti-PD-1, or the combination) enhance anti-tumor immune responses, yielding durable clinical benefit in several cancer types, including melanoma. However, a subset of patients experience immune-related adverse events (irAEs), which can be severe and result in treatment termination. To date, no biomarker exists that can predict development of irAEs. METHODS:We hypothesized that pre-treatment antibody profiles identify a subset of patients who possess a sub-clinical autoimmune phenotype that predisposes them to develop severe irAEs following immune system disinhibition. Using a HuProt human proteome array, we profiled baseline antibody levels in sera from melanoma patients treated with anti-CTLA-4, anti-PD-1, or the combination, and used support vector machine models to identify pre-treatment antibody signatures that predict irAE development. RESULTS:We identified distinct pre-treatment serum antibody profiles associated with severe irAEs for each therapy group. Support vector machine classifier models identified antibody signatures that could effectively discriminate between toxicity groups with > 90% accuracy, sensitivity, and specificity. Pathway analyses revealed significant enrichment of antibody targets associated with immunity/autoimmunity, including TNFα signaling, toll-like receptor signaling and microRNA biogenesis. CONCLUSIONS:Our results provide the first evidence supporting a predisposition to develop severe irAEs upon immune system disinhibition, which requires further independent validation in a clinical trial setting.
PMCID:5880088
PMID: 29606147
ISSN: 1479-5876
CID: 3025242