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Solid pseudopapillary neoplasms of the pancreas are dependent on the Wnt pathway
Selenica, Pier; Raj, Nitya; Kumar, Rahul; Brown, David N; Arqués, Oriol; Reidy, Diane; Klimstra, David; Snuderl, Matija; Serrano, Jonathan; Palmer, Héctor G; Weigelt, Britta; Reis-Filho, Jorge S; Scaltriti, Maurizio
Solid pseudopapillary neoplasms (SPNs) are rare and relatively indolent tumors of the pancreas. While primary SPNs can be surgically resected there are currently no therapies available for patients with advanced stage disease. Given that these tumors frequently carry CTNNB1 hotspot (recurrently mutated loci in a gene) mutations resulting in β-catenin nuclear accumulation, it has been speculated that the Wnt pathway may be a driver in this disease. Here we present a comprehensive "multi-omics" study where the genome, transcriptome and methylome of SPNs were analyzed. We found that SPN are characterized by a low-complexity genome where somatic mutations in CTNNB1, present in 100% of the cases, are the only actionable genomic lesions. Compared to more common subtypes of pancreatic tumors (ADCs and PNETs), SPNs show high expression levels of genes belonging to the Wnt pathway. Their methylome was consistent with an epithelial cell origin and a general upregulation of Wnt pathway genes. Clinical studies to evaluate the exquisite sensitivity of SPNs to inhibitors of the Wnt pathway are warranted.
PMID: 30972907
ISSN: 1878-0261
CID: 3809322
Establishing a prognostic threshold for total copy number variation within adult IDH-mutant grade II/III astrocytomas [Letter]
Mirchia, Kanish; Snuderl, Matija; Galbraith, Kristyn; Hatanpaa, Kimmo J; Walker, Jamie M; Richardson, Timothy E
PMID: 31349875
ISSN: 2051-5960
CID: 3988412
Total copy number variation as a prognostic factor in adult astrocytoma subtypes
Mirchia, Kanish; Sathe, Adwait Amod; Walker, Jamie M; Fudym, Yelena; Galbraith, Kristyn; Viapiano, Mariano S; Corona, Robert J; Snuderl, Matija; Xing, Chao; Hatanpaa, Kimmo J; Richardson, Timothy E
Since the discovery that IDH1/2 mutations confer a significantly better prognosis in astrocytomas, much work has been done to identify other molecular signatures to help further stratify lower-grade astrocytomas and glioblastomas, with the goal of accurately predicting clinical outcome and identifying potentially targetable mutations. In the present study, we subclassify 135 astrocytomas (67 IDH-wildtype and 68 IDH-mutant) from The Cancer Genome Atlas dataset (TCGA) on the basis of grade, IDH-status, and the previously established prognostic factors, CDK4 amplification and CDKN2A/B deletion, within the IDH-mutant groups. We analyzed these groups for total copy number variation (CNV), total mutation burden, chromothripsis, specific mutations, and amplifications/deletions of specific genes/chromosomal regions. Herein, we demonstrate that across all of these tumor groups, total CNV level is a relatively consistent prognostic factor. We also identified a trend towards increased levels of chromothripsis in tumors with lower progression-free survival (PFS) and overall survival (OS) intervals. While no significant differences were identified in overall mutation load, we did identify a significantly higher number of cases with mutations in genes with functions related to maintaining genomic stability in groups with higher mean CNV and worse PFS and OS intervals, particularly in the IDH-mutant groups. Our data further support the case for total CNV level as a potential prognostic factor in astrocytomas, and suggest mutations in genes responsible for overall genomic instability as a possible underlying mechanism for some astrocytomas with poor clinical outcome.
PMCID:6556960
PMID: 31177992
ISSN: 2051-5960
CID: 3929732
Genome-Wide Analysis of Glioblastoma Patients with Unexpectedly Long Survival
Richardson, Timothy E; Patel, Seema; Serrano, Jonathan; Sathe, Adwait Amod; Daoud, Elena V; Oliver, Dwight; Maher, Elizabeth A; Madrigales, Alejandra; Mickey, Bruce E; Taxter, Timothy; Jour, George; White, Charles L; Raisanen, Jack M; Xing, Chao; Snuderl, Matija; Hatanpaa, Kimmo J
Glioblastoma (GBM), representing WHO grade IV astrocytoma, is a relatively common primary brain tumor in adults with an exceptionally dismal prognosis. With an incidence rate of over 10 000 cases in the United States annually, the median survival rate ranges from 10-15 months in IDH1/2-wildtype tumors and 24-31 months in IDH1/2-mutant tumors, with further variation depending on factors such as age, MGMT methylation status, and treatment regimen. We present a cohort of 4 patients, aged 37-60 at initial diagnosis, with IDH1-mutant GBMs that were associated with unusually long survival intervals after the initial diagnosis, currently ranging from 90 to 154 months (all still alive). We applied genome-wide profiling with a methylation array (Illumina EPIC Array 850k) and a next-generation sequencing panel to screen for genetic and epigenetic alterations in these tumors. All 4 tumors demonstrated methylation patterns and genomic alterations consistent with GBM. Three out of four cases showed focal amplification of the CCND2 gene or gain of the region on 12p that included CCND2, suggesting that this may be a favorable prognostic factor in GBM. As this study has a limited sample size, further evaluation of patients with similar favorable outcome is warranted to validate these findings.
PMID: 31034050
ISSN: 1554-6578
CID: 3854402
Long-term clinical and visual outcomes after surgical resection of pediatric pilocytic/pilomyxoid optic pathway gliomas
Hidalgo, Eveline Teresa; Kvint, Svetlana; Orillac, Cordelia; North, Emily; Dastagirzada, Yosef; Chang, Jamie Chiapei; Addae, Gifty; Jennings, Tara S; Snuderl, Matija; Wisoff, Jeffrey H
OBJECTIVEThe choice of treatment modality for optic pathway gliomas (OPGs) is controversial. Chemotherapy is widely regarded as first-line therapy; however, subtotal resections have been reported for decompression or salvage therapy as first- and second-line treatment. The goal of this study was to further investigate the role and efficacy of resection for OPGs.METHODSA retrospective chart review was performed on 83 children who underwent surgical treatment for OPGs between 1986 and 2014. Pathology was reviewed by a neuropathologist. Clinical outcomes, including progression-free survival (PFS), overall survival (OS), and complications, were analyzed.RESULTSThe 5- and 10-year PFS rates were 55% and 46%, respectively. The 5- and 10-year OS rates were 87% and 78%, respectively. The median extent of resection was 80% (range 30%-98%). Age less than 2 years at surgery and pilomyxoid features of the tumor were found to be associated with significantly lower 5-year OS. No difference was seen in PFS or OS of children treated with surgery as a first-line treatment compared with children with surgery as a second- or third-line treatment. Severe complications included new disabling visual deficit in 5%, focal neurological deficit in 8%, and infection in 2%. New hormone deficiency occurred in 22% of the children.CONCLUSIONSApproximately half of all children experience a long-term benefit from resection both as primary treatment and as a second-line therapy after failure of primary treatment. Primary surgery does not appear to have a significant benefit for children younger than 2 years or tumors with pilomyxoid features. Given the risks associated with surgery, an interdisciplinary approach is needed to tailor the treatment plan to the individual characteristics of each child.
PMID: 31100719
ISSN: 1933-0715
CID: 3920122
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