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A miRNA-based signature detected in primary melanoma tissue predicts development of brain metastasis
Hanniford, Douglas; Zhong, Judy; Koetz, Lisa; Gaziel-Sovran, Avital; Lackaye, Daniel J; Shang, Shulian; Pavlick, Anna; Shapiro, Richard L; Berman, Russell S; Darvishian, Farbod; Shao, Yongzhao; Osman, Iman; Hernando, Eva
PURPOSE: Brain metastasis is the major cause of mortality among melanoma patients. A molecular prognostic test that can reliably stratify patients at initial melanoma diagnosis by risk of developing brain metastasis may inform the clinical management of these patients. EXPERIMENTAL DESIGN: We performed a retrospective, cohort-based study analyzing genome-wide and targeted microRNA expression profiling of primary melanoma tumors of three patient cohorts (n= 92, n= 119, n= 45) with extensive clinical follow up. We used Cox regression analysis to establish a microRNA-based signature that improves the ability of the current clinicopathologic staging system to predict the development of brain metastasis. RESULTS: Our analyses identified a 4-microRNA (miR-150-5p, miR-15b-5p, miR-16-5p, and miR-374b-3p) prognostic signature that, in combination with stage, distinguished primary melanomas that metastasized to the brain from non-recurrent and non-brain-metastatic primary tumors (training cohort: C-index=81.4%, validation cohort: C-index=67.4%, independent cohort: C-index=76.9%). Corresponding Kaplan-Meier curves of high- vs. low-risk patients displayed a clear separation in brain-metastasis-free and overall survival (training: p<0.001, p<0.001, validation: p=0.033, p=0.007, independent: p=0.021, p=0.022, respectively). Finally, of the microRNA in the prognostic model, we found that the expression of a key lymphocyte miRNA, miR-150-5p, which is less abundant in primary melanomas metastatic to brain, correlated with presence of CD45+ tumor infiltrating lymphocytes. CONCLUSIONS: A prognostic assay based on the described miRNA expression signature combined with the currently used staging criteria may improve accuracy of primary melanoma patient prognoses and aid clinical management of patients, including selection for adjuvant treatment or clinical trials of adjuvant therapies.
PMCID:4631639
PMID: 26089374
ISSN: 1078-0432
CID: 1631082
The relationship of magnetic resonance (MR) imaging characteristics with race. [Meeting Abstract]
Chun, Jennifer; Schnabel, Freya Ruth; Schwartz, Shira; Marin, Chelsea; Guth, Amber Azniv; Axelrod, Deborah M.; Shapiro, Richard L.; Roses, Daniel F.; Moy, Linda
ISI:000378097000011
ISSN: 0732-183x
CID: 3589802
Implant-Based Breast Reconstruction in Patients with Connective Tissue Disease: A Case Report Demonstrating Safety and Efficacy in Marfan Syndrome [Letter]
Frey, Jordan D; Shapiro, Richard L; Choi, Mihye
PMID: 25782414
ISSN: 1527-330x
CID: 1709572
The expression quantitative trait loci (eQTLs) and their association with melanoma clinical outcomes [Meeting Abstract]
Vogelsang, Matjaz; Martinez, Carlos N; Romanchuk, Artur; Hecht, Chana; Richardson, Olivia; Shapiro, Richard L; Berman, Russell S; Osman, Iman; Kirchhoff, Tomas
ISI:000358036901971
ISSN: 1527-7755
CID: 1729912
Tumor infiltrating lymphocyte (TIL) classifications and association with survival in primary melanomas. [Meeting Abstract]
Weiss, Sarah Ann; Han, Sung Won; Vogelsang, Matjaz; Krogsgaard, Michelle; Lui, Kevin P; Shapiro, Richard L; Kirchhoff, Tomas; Darvishian, Farbod; Osman, Iman
ISI:000358036904062
ISSN: 1527-7755
CID: 1729842
The effect of ipilimumab on natural killer cells identifies the subset of advanced melanoma patients with clinical response [Meeting Abstract]
Da Silva, Ines Esteves Domingues Pires; Gallois, Anne; Lui, Kevin P; Shapiro, Richard L; Pavlick, Anna C; Bhardwaj, Nina; Osman, Iman
ISI:000358036901975
ISSN: 1527-7755
CID: 1729532
Impact of socioeconomic status (SES) and ethnicity on melanoma presentation and recurrence in Caucasian patients [Meeting Abstract]
Salvaggio, Christine; Han, Sung Won; Martires, Kathryn; Robinson, Eric M; Madankumar, Reshmi; Gumaste, Priyanka; Polsky, David; Stein, Jennifer; Berman, Russell S; Shapiro, Richard L; Zhong, Judy; Osman, Iman
ISI:000358036904109
ISSN: 1527-7755
CID: 1729602
The impact of primary melanoma histotype on overall survival and response to immunotherapy [Meeting Abstract]
Robinson, Eric M; Salvaggio, Christine; Han, Sung Won; Weiss, Sarah Ann; Wilson, Melissa; Silva, Ines EDPires; Berman, Russell S; Polsky, David; Shapiro, Richard L; Pavlick, Anna C; Zhong, Judy; Osman, Iman
ISI:000358036904092
ISSN: 1527-7755
CID: 1729592
Genetic associations of the interleukin locus at 1q32.1 with clinical outcomes of cutaneous melanoma
Rendleman, Justin; Vogelsang, Matjaz; Bapodra, Anuj; Adaniel, Christina; Silva, Ines; Moogk, Duane; Martinez, Carlos N; Fleming, Nathaniel; Shields, Jerry; Shapiro, Richard; Berman, Russell; Pavlick, Anna; Polsky, David; Shao, Yongzhao; Osman, Iman; Krogsgaard, Michelle; Kirchhoff, Tomas
BACKGROUND: Due to high melanoma immunogenicity, germline genetic variants in immune pathways have been studied for association with melanoma prognosis. However, limited candidate selection, inadequate power, or lack of independent validation have hampered the reproducibility of these prior findings, preventing personalised clinical applicability in melanoma prognostication. Our objective was to assess the prognostic utility of genetic variants in immunomodulatory pathways for prediction of melanoma clinical outcomes. METHODS: We genotyped 72 tag single nucleotide polymorphisms (SNPs) in 44 immunomodulatory genes in a population sample of 1022 melanoma patients and performed Cox regression analysis to test the association between SNPs and melanoma recurrence-free (RFS) and overall survival (OS). We have further investigated the most significant associations using a fine mapping strategy and followed with functional analyses in CD4+ T cells in a subset of 75 melanoma patients. RESULTS: The most significant associations were found with melanoma OS for rs3024493 in IL10 at chromosome 1q32.1 (heterozygous HR 0.58, 95% CI 0.39 to 0.86; p=0.0006), a variant previously shown to be linked with autoimmune conditions. Multiple additional SNPs at 1q32.1 were also nominally associated with OS confirming at least two independent association signals in this locus. In addition, we found rs3024493 associated with the downregulation of interleukin 10 (IL10) secretion in CD4+ T cells. CONCLUSIONS: We discovered novel associations of IL10 with melanoma survival at 1q32.1, suggesting this locus should be considered as a novel melanoma prognostic biomarker with potential for aiding melanoma patient management. Our findings also provide further support for an alternative role of IL10 in stimulation of anti-tumour immune response.
PMCID:5166523
PMID: 25604082
ISSN: 0022-2593
CID: 1440102
Angiosarcoma of the breast masquerading as hemangioma: exploring clinical and pathological diagnostic challenges
Frey, Jordan D; Levine, Pascale G; Darvishian, Farbod; Shapiro, Richard L
PMCID:4366719
PMID: 25798409
ISSN: 2234-6163
CID: 1513792