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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
Molecular Profiling of Atypical Tenosynovial Giant Cell Tumors Reveals Novel Non-CSF1 Fusions
Vougiouklakis, Theodore; Shen, Guomiao; Feng, Xiaojun; Hoda, Syed T; Jour, George
Tenosynovial giant cell tumor (TGCT) is a benign neoplasm characterized by recurrent fusions involving the colony-stimulating factor 1 (CSF1) gene and translocation partners including collagen type VI alpha 3 chain (COL6A3) or S100 calcium-binding protein A10 (S100A10). Herein, we report three atypical TGCT cases with very unusual morphology comprising areas with increased cellular atypia, mitotic activity, and worrisome features that harbor unique non-CSF1 gene fusions. Anchored multiplex PCR (AMP) for next-generation sequencing utilizing a customized panel targeting 86 cancer-related genes was performed, and it identified novel non-CSF1-driven gene fusions: NIPBL-ERG, FN1-ROS1, and YAP1-MAML2. Screening of three control TGCTs with conventional morphology found translocations involving CSF1, with partner genes COL6A3, FN1, and newly identified KCNMA1. All novel fusions were further validated by reverse transcriptase-PCR (RT-PCR) and Sanger sequencing. Late and multiple local recurrences occurred in the atypical TGCTs, while no recurrences were reported in the conventional TGCTs. Our findings reveal that atypical TGCTs harbor gene fusions not implicating CSF1 and suggest that non-CSF1 fusions potentially confer greater propensity to recurrences and local aggressiveness while indicating the presence of alternate pathogenic mechanisms that warrant further investigation.
PMID: 31906059
ISSN: 2072-6694
CID: 4257082
Aberrant DNA Methylation Predicts Melanoma-Specific Survival in Patients with Acral Melanoma
Pradhan, Dinesh; Jour, George; Milton, Denái; Vasudevaraja, Varshini; Tetzlaff, Michael T; Nagarajan, Priyadharsini; Curry, Jonathan L; Ivan, Doina; Long, Lihong; Ding, Yingwen; Ezhilarasan, Ravesanker; Sulman, Erik P; Diab, Adi; Hwu, Wen-Jen; Prieto, Victor G; Torres-Cabala, Carlos Antonio; Aung, Phyu P
Acral melanoma (AM) is a rare, aggressive type of cutaneous melanoma (CM) with a distinct genetic profile. We aimed to identify a methylome signature distinguishing primary acral lentiginous melanoma (PALM) from primary non-lentiginous AM (NALM), metastatic ALM (MALM), primary non-acral CM (PCM), and acral nevus (AN). A total of 22 PALM, nine NALM, 10 MALM, nine PCM, and three AN were subjected to genome-wide methylation analysis using the Illumina Infinium Methylation EPIC array interrogating 866,562 CpG sites. A prominent finding was that the methylation profiles of PALM and NALM were distinct. Four of the genes most differentially methylated between PALM and NALM or MALM were HHEX, DIPK2A, NELFB, and TEF. However, when primary AMs (PALM + NALM) were compared with MALM, IFITM1 and SIK3 were the most differentially methylated, highlighting their pivotal role in the metastatic potential of AMs. Patients with NALM had significantly worse disease-specific survival (DSS) than patients with PALM. Aberrant methylation was significantly associated with aggressive clinicopathologic parameters and worse DSS. Our study emphasizes the importance of distinguishing the two epigenetically distinct subtypes of AM. We also identified novel epigenetic prognostic biomarkers that may serve to risk-stratify patients with AM and may be leveraged for the development of targeted therapies.
PMID: 31888295
ISSN: 2072-6694
CID: 4251252
Comparative Study of Lower Limit of Detection of EGFRvIII Variant Detection Using Amplicon-Based NGS Testing and RT-PCR [Meeting Abstract]
Shen, G.; Vougiouklakis, T.; Snuderl, M.; Cotzia, P.; Park, K.; Jour, G.; Feng, X.
ISI:000496996500419
ISSN: 1525-1578
CID: 4222302
Revisiting multifocal breast Cancer: a Clonality study of ductal carcinoma using whole exome sequencing
Schwartz, Christopher J; Dolgalev, Igor; Vasudevaraja, Varshini; Kelly, Stephen; Heguy, Adriana; Snuderl, Matija; Cotzia, Paolo; Jour, George; Darvishian, Farbod
Multifocal breast cancer (MFBC), ductal type, has been hypothesized to arise by one of two mechanisms: either through intramammary/intralymphatic spread from a single index tumor (MBC-1), or as multiple independent tumors with each focus carrying its corresponding ductal carcinoma in-situ (MBC-2). In order to improve our understanding of MFBC pathogenesis, we employed laser capture microdissection coupled with whole-exome sequencing to study clonal origin in MFBC. We selected three cases of MBC-1 (C1 to C3) and MBC-2 (C4 to C6) and analyzed three foci from each case. MBC-1 cases were histologically similar and showed a strong predilection for satellite foci, vascular invasion and nodal metastasis when compared to MBC-2. Our bioinformatics approach provided strong evidence for clonal relationships in MBC-1, as demonstrated by distinct clusters of genes conserved across all tumor foci. Conversely, no gene clusters were shared across all the foci in MBC-2, suggesting multiple independent tumors. These findings provide further support for the two distinct pathogenetic mechanisms in MFBC.
PMID: 31704365
ISSN: 1532-8392
CID: 4184582
GOPC-ROS1 Fusion Due to Microdeletion at 6q22 Is an Oncogenic Driver in a Subset of Pediatric Gliomas and Glioneuronal Tumors
Richardson, Timothy E; Tang, Karen; Vasudevaraja, Varshini; Serrano, Jonathan; William, Christopher M; Mirchia, Kanish; Pierson, Christopher R; Leonard, Jeffrey R; AbdelBaki, Mohamed S; Schieffer, Kathleen M; Cottrell, Catherine E; Tovar-Spinoza, Zulma; Comito, Melanie A; Boué, Daniel R; Jour, George; Snuderl, Matija
ROS1 is a transmembrane receptor tyrosine kinase proto-oncogene that has been shown to have rearrangements with several genes in glioblastoma and other neoplasms, including intrachromosomal fusion with GOPC due to microdeletions at 6q22.1. ROS1 fusion events are important findings in these tumors, as they are potentially targetable alterations with newer tyrosine kinase inhibitors; however, whether these tumors represent a distinct entity remains unknown. In this report, we identify 3 cases of unusual pediatric glioma with GOPC-ROS1 fusion. We reviewed the clinical history, radiologic and histologic features, performed methylation analysis, whole genome copy number profiling, and next generation sequencing analysis for the detection of oncogenic mutation and fusion events to fully characterize the genetic and epigenetic alterations present in these tumors. Two of 3 tumors showed pilocytic features with focal expression of synaptophysin staining and variable high-grade histologic features; the third tumor aligned best with glioblastoma and showed no evidence of neuronal differentiation. Copy number profiling revealed chromosome 6q22 microdeletions corresponding to the GOPC-ROS1 fusion in all 3 cases and methylation profiling showed that the tumors did not cluster together as a single entity or within known methylation classes by t-Distributed Stochastic Neighbor Embedding.
PMID: 31626289
ISSN: 1554-6578
CID: 4140722
Primary CNS Alveolar Rhabdomyosarcoma: Importance of Epigenetic and Transcriptomic Assays for Accurate Diagnosis
Jour, George; Serrano, Jonathan; Koelsche, Christian; Jones, David T W; von Deimling, Andreas; Allen, Jeffrey; Snuderl, Matija
We present the case of a 22-year-old woman who developed increasing headaches, nausea, and vomiting. Imaging identified a 3 × 3 cm heterogeneously enhancing cystic mass in the posterior III ventricular/pineal region. Pathology review of the initial lesion revealed a highly malignant spindle cell neoplasm composed of round to mostly oval elongated cells with relatively small amounts of cytoplasm arranged in sheets and fascicles with focal storiform pattern. Whole genome methylation analysis through unsupervised clustering with data generated from other primary intracranial tumors and peripheral sarcomas was performed at the German Cancer Research Center (DKFZ) and classified the tumor with the group of alveolar rhabdomyosarcomas (ARMS). Further RNA sequencing revealed an in frame PAX3 (EX 7)-NCOA2 (EX12) fusion confirming the diagnosis. This is the first evidence of occurrence of PAX3-NCOA2 in primary CNS ARMS.
PMID: 31553442
ISSN: 1554-6578
CID: 4105542
Molecular Analysis of Triple-Negative Breast Cancers Reveals Diverse Mutational Events in Chromatin Regulation Genes [Meeting Abstract]
Schwartz, Christopher; Snuderl, Matija; Jour, George; Darvishian, Farbod
ISI:000478081100251
ISSN: 0023-6837
CID: 4047542
Breast Cancers with Micropapillary/Tubulopapillary Morphology Demonstrate Frequent DNAH9 Mutations [Meeting Abstract]
Schwartz, Christopher; Snuderl, Matija; Jour, George; Darvishian, Farbod
ISI:000478081100252
ISSN: 0023-6837
CID: 4047552
BAP1 Loss in Triple Negative Breast Cancer [Meeting Abstract]
Vougiouklakis, Theodore; Schwartz, Christopher; Cotzia, Paolo; Snuderl, Matija; Jour, George; Darvishian, Farbod
ISI:000478081100274
ISSN: 0023-6837
CID: 4047562