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441


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

Recurrent EP300-BCOR Fusions in Pediatric Gliomas With Distinct Clinicopathologic Features

Torre, Matthew; Meredith, David M; Dubuc, Adrian; Solomon, David A; Perry, Arie; Vasudevaraja, Varshini; Serrano, Jonathan; Snuderl, Matija; Ligon, Keith L; Alexandrescu, Sanda
BCOR is an epigenetic regulator and is genetically altered by mutation, deletion, or gene fusion in a range of cancers. "Central nervous system high-grade neuroepithelial tumor with BCOR alteration" is a recently described entity with characteristic internal tandem duplications within exon 15 of the BCOR gene (hereafter: CNS HGNET-BCOR ex15 ITD). In this case series of 3 patients, we report the clinicopathologic, molecular, and methylome features of gliomas with novel EP300-BCOR in-frame gene fusions, thus expanding the spectrum of BCOR alterations seen in CNS tumors. The gliomas in this series arise in children (ages 10-18), involve the supratentorial compartment, and have an infiltrative pattern of growth and a myxoid/microcystic background with frequent psammomatous calcifications and prominent chicken-wire vessels. All 3 cases had areas with low-grade morphology and 2 of them demonstrated histologic high-grade transformation. In contrast to CNS HGNET-BCOR ex15 ITD, they lack perivascular pseudorosettes. On a t-Distributed Stochastic Neighbor Embedding plot they cluster perfectly together, away from CNS HGNET-BCOR ex15ITD, consistent with a different entity. Gliomas with EP300-BCOR fusions and high-grade histology can demonstrate relatively rapid regrowth after debulking or subtotal resection.
PMID: 30816933
ISSN: 1554-6578
CID: 3698532

Distinct molecular subgroups of tumors of the pineal region correlate with clinical parameters and genetic alterations [Meeting Abstract]

Pfaff, E; Aichmuller, C; Sill, M; Stichel, D; Snuderl, M; Karajannis, M A; Schuhmann, M U; Schittenhelm, J; Hasselblatt, M; Thomas, C; Korshunov, A; Rhizova, M; Temming, P; Orr, B A; Ellison, D W; Olson, J M; Hwang, E; Von, Hoff K; Mynarek, M; Rutkowski, S; Zapatka, M; Lichter, P; Sahm, F; Von, Deimling A; Pfster, S M; Jones, D T W
Tumors arising in the pineal region comprise a spectrum of different entities with distinct clinical and histopathological characteristics. Pineocytoma (PC), pineal parenchymal tumors of intermediate differentiation (PPTID) and papillary tumors of the pineal region (PTPR) mainly occur in adult patients and are low to moderately aggressive neoplasms (WHO degreeI-III). In contrast, pineoblastoma (PB) are high-grade (WHO degreeIV) malignancies primarily affecting children and adolescents. Especially for patients with unresectable or metastatic disease or at very young age survival outcomes remain poor despite aggressive multimodal treatment regimen. To date, no therapeutically actionable molecular targets have been identified. A subset of PB occur in patients with cancer predisposition syndromes including DICER1 and RB1 germline mutations, the latter in the context of trilateral retinoblastoma (TLRB). We analyzed a cohort of ~230 pineal tumors of different histologies using genome-wide DNA methylation profling and copy-number analysis, as well as gene panel sequencing, miRNA sequencing and gene expression profling. Unsupervised clustering based on DNA methyla-tion profiles revealed clear separation of known histopathological entities (PC, PTPR, PPTID) and, furthermore, distinction of subclasses within these groups. Interestingly, several biologically discrete subgroups emerged within the group of histologically diagnosed PBs or pineal primitive embryonal tu-mors/PNETs, which displayed distinct clinical associations (e.g. age distribution). RB1 alterations were recurrent in a small subgroup (PB-RB) including TLRBs as well as sporadic PB cases (~60%) showing similarities with retino-blastoma. About 45% of cases in the largest PB subgroup (PB-B) harbored alterations within the miRNA processing pathway (affecting DROSHA, DGCR8 or DICER1) suggesting a central role of altered miRNA biogenesis in the development of this group which showed evidence for global reduction of mature miRNA by miRNA-Seq. With this study, we provide a foundation for further clinical, molecular and functional characterization of PB subgroups
EMBASE:628911627
ISSN: 1523-5866
CID: 4060392

Modeling Patient-Derived Glioblastoma with Cerebral Organoids

Linkous, Amanda; Balamatsias, Demosthenes; Snuderl, Matija; Edwards, Lincoln; Miyaguchi, Ken; Milner, Teresa; Reich, Batsheva; Cohen-Gould, Leona; Storaska, Andrew; Nakayama, Yasumi; Schenkein, Emily; Singhania, Richa; Cirigliano, Stefano; Magdeldin, Tarig; Lin, Ying; Nanjangud, Gouri; Chadalavada, Kalyani; Pisapia, David; Liston, Conor; Fine, Howard A
The prognosis of patients with glioblastoma (GBM) remains dismal, with a median survival of approximately 15 months. Current preclinical GBM models are limited by the lack of a "normal" human microenvironment and the inability of many tumor cell lines to accurately reproduce GBM biology. To address these limitations, we have established a model system whereby we can retro-engineer patient-specific GBMs using patient-derived glioma stem cells (GSCs) and human embryonic stem cell (hESC)-derived cerebral organoids. Our cerebral organoid glioma (GLICO) model shows that GSCs home toward the human cerebral organoid and deeply invade and proliferate within the host tissue, forming tumors that closely phenocopy patient GBMs. Furthermore, cerebral organoid tumors form rapidly and are supported by an interconnected network of tumor microtubes that aids in the invasion of normal host tissue. Our GLICO model provides a system for modeling primary human GBM ex vivo and for high-throughput drug screening.
PMID: 30893594
ISSN: 2211-1247
CID: 3735172

BCAT1 and miR-2504: novel methylome signature distinguishes spindle/desmoplastic melanoma from superficial malignant peripheral nerve sheath tumor

Jour, George; Vasudevaraja, Varshini; Prieto, Victor G; Snuderl, Matija; Torres-Cabala, Carlos A; Al-Rohil, Rami; Sulman, Erik P; Ballester, Leomar Y; Aung, Phyu P
Superficial/cutaneous malignant peripheral nerve sheath tumor is a rare soft tissue neoplasm that shares morphological, immunohistochemical, and molecular features with spindle/desmoplastic melanoma. We aimed to identify a methylome signature to distinguish these two entities. We analyzed 15 cases of spindle/desmoplastic melanoma and 15 cases of cutaneous malignant peripheral nerve sheath tumor in 23 men and 7 women. DNA from formalin-fixed, paraffin-embedded tissues was extracted and processed using the Illumina Infinium Methylation EPIC array interrogating 866,562 CpG sites. Using a home-grown informatics pipeline, we identified differentially methylated positions between the two entities. Functional network analysis for enrichment signatures was performed using DAVID tools. Identified differentially methylated positions were compared with the Cancer Genome Atlas's cutaneous melanoma dataset and a recently published malignant peripheral nerve sheath tumor dataset to assess the specificity of the identified signature. Unsupervised hierarchical clustering showed different patterns of methylation in cutaneous malignant peripheral nerve sheath tumor and spindle/desmoplastic melanoma. Two probes, cg20783223 and cg13332552, colocalized in the promoter region of BCAT1 and miR-2504. Pathway analysis highlighted enrichment in a subset of genes involved in breast and gastric cancer centered on BCAT1 and downstream activated genes in the mTOR pathway. Our study identifies BCAT1 as a novel methylome signature distinguishing spindle/desmoplastic melanoma from cutaneous malignant peripheral nerve sheath tumor.
PMID: 30310175
ISSN: 1530-0285
CID: 3335092

Cell surface Notch ligand DLL3 is a therapeutic target in isocitrate dehydrogenase mutant glioma

Spino, Marissa; Kurz, Sylvia C; Chiriboga, Luis; Serrano, Jonathan; Zeck, Briana; Sen, Namita; Patel, Seema; Shen, Guomiao; Vasudevaraja, Varshini; Tsirigos, Aristotelis; Suryadevara, Carter M; Frenster, Joshua D; Tateishi, Kensuke; Wakimoto, Hiroaki; Jain, Rajan; Riina, Howard A; Nicolaides, Theodore; Sulman, Erik P; Cahill, Daniel P; Golfinos, John G; Isse, Kumiko; Saunders, Laura R; Zagzag, David; Placantonakis, Dimitris G; Snuderl, Matija; Chi, Andrew S
PURPOSE/OBJECTIVE:Isocitrate dehydrogenase (IDH) mutant gliomas are a distinct glioma molecular subtype for which no effective molecularly-directed therapy exists. Low-grade gliomas, which are 80-90% IDH mutant, have high RNA levels of the cell surface Notch ligand DLL3. We sought to determine DLL3 expression by immunohistochemistry in glioma molecular subtypes and the potential efficacy of an anti-DLL3 antibody drug conjugate (ADC), rovalpituzumab tesirine (Rova-T), in IDH mutant glioma. EXPERIMENTAL DESIGN/METHODS:We evaluated DLL3 expression by RNA using TCGA data and by immunohistochemistry in a discovery set of 63 gliomas and 20 non-tumor brain tissues and a validation set of 62 known IDH wildtype and mutant gliomas using a monoclonal anti-DLL3 antibody. Genotype was determined using a DNA methylation array classifier or by sequencing. The effect of Rova-T on patient-derived endogenous IDH mutant glioma tumorspheres was determined by cell viability assay. RESULTS:Compared to IDH wildtype glioblastoma, IDH mutant gliomas have significantly higher DLL3 RNA (P<1x10-15) and protein by immunohistochemistry (P=0.0014 and P<4.3x10-6 in the discovery and validation set, respectively). DLL3 immunostaining was intense and homogeneous in IDH mutant gliomas, retained in all recurrent tumors, and detected in only 1 of 20 non-tumor brains. Patient-derived IDH mutant glioma tumorspheres overexpressed DLL3 and were potently sensitive to Rova-T in an antigen-dependent manner. CONCLUSIONS:DLL3 is selectively and homogeneously expressed in IDH mutant gliomas and can be targeted with Rova-T in patient-derived IDH mutant glioma tumorspheres. Our findings are potentially immediately translatable and have implications for therapeutic strategies that exploit cell surface tumor-associated antigens.
PMID: 30397180
ISSN: 1078-0432
CID: 3455762

There is an exception to every rule-T2-FLAIR mismatch sign in gliomas

Johnson, Derek R; Kaufmann, Timothy J; Patel, Sohil H; Chi, Andrew S; Snuderl, Matija; Jain, Rajan
The T2-FLAIR mismatch sign, in which a low-grade glioma is hyperintense on T2-weighted MR and centrally hypointense on T2-weighted FLAIR MR, has been reported as 100% specific for IDH-mutant astrocytomas in several series. We report several cases of "false positive" T2-FLAIR mismatch sign occurring outside the context of IDH-mutant astrocytomas, predominantly in children or young adults with pediatric-type gliomas. These results suggest caution in the interpretation of the T2-FLAIR mismatch sign in the pediatric glioma population.
PMID: 30565056
ISSN: 1432-1920
CID: 3557052

Ectopic Isolated Sporadic Sellar Retinoblastoma (RB): Quadrilateral RB without affected Retinae or Pineal (7 months post-Dx) [Meeting Abstract]

Feldman, Alexander; Schieffer, Kathleen; Snuderl, Matija; Orr, Brent; Pierson, Christopher; Osorio, Diana; Finlay, Jonathan; Drapeau, Annie; Leonard, Jeffrey; Cottrell, Catherine; Mardis, Elaine; Boue, Daniel
ISI:000472806000158
ISSN: 0022-3069
CID: 3973902

Intracranial Angiomatoid Fibrous Histiocytoma [Meeting Abstract]

Spino, Marissa; Delavari, Nader; Harter, David; Jour, George; Snuderl, Matija
ISI:000472806000185
ISSN: 0022-3069
CID: 3973892

Plasma cell-free circulating tumor DNA (ctDNA) detection in longitudinally followed glioblastoma patients using TERT promoter mutation-specific droplet digital PCR assays

Cordova, Christine; Syeda, Mahrukh M; Corless, Broderick; Wiggins, Jennifer M; Patel, Amie; Kurz, Sylvia Christine; Delara, Malcolm; Sawaged, Zacharia; Utate, Minerva; Placantonakis, Dimitris; Golfinos, John; Schafrick, Jessica; Silverman, Joshua Seth; Jain, Rajan; Snuderl, Matija; Zagzag, David; Shao, Yongzhao; Karlin-Neumann, George Alan; Polsky, David; Chi, Andrew S
ORIGINAL:0014231
ISSN: 1527-7755
CID: 4032352