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Molecular subgrouping of primary pineal parenchymal tumors reveals distinct subtypes correlated with clinical parameters and genetic alterations
Pfaff, Elke; Aichmüller, Christian; Sill, Martin; Stichel, Damian; Snuderl, Matija; Karajannis, Matthias A; Schuhmann, Martin U; Schittenhelm, Jens; Hasselblatt, Martin; Thomas, Christian; Korshunov, Andrey; Rhizova, Marina; Wittmann, Andrea; Kaufhold, Anna; Iskar, Murat; Ketteler, Petra; Lohmann, Dietmar; Orr, Brent A; Ellison, David W; von Hoff, Katja; Mynarek, Martin; Rutkowski, Stefan; Sahm, Felix; von Deimling, Andreas; Lichter, Peter; Kool, Marcel; Zapatka, Marc; Pfister, Stefan M; Jones, David T W
Tumors of the pineal region comprise several different entities with distinct clinical and histopathological features. Whereas some entities predominantly affect adults, pineoblastoma (PB) constitutes a highly aggressive malignancy of childhood with a poor outcome. PBs mainly arise sporadically, but may also occur in the context of cancer predisposition syndromes including DICER1 and RB1 germline mutation. With this study, we investigate clinico-pathological subgroups of pineal tumors and further characterize their biological features. We performed genome-wide DNA methylation analysis in 195 tumors of the pineal region and 20 normal pineal gland controls. Copy-number profiles were obtained from DNA methylation data; gene panel sequencing was added for 93 tumors and analysis was further complemented by miRNA sequencing for 22 tumor samples. Unsupervised clustering based on DNA methylation profiling separated known subgroups, like pineocytoma, pineal parenchymal tumor of intermediate differentiation, papillary tumor of the pineal region and PB, and further distinct subtypes within these groups, including three subtypes within the core PB subgroup. The novel molecular subgroup Pin-RB includes cases of trilateral retinoblastoma as well as sporadic pineal tumors with RB1 alterations, and displays similarities with retinoblastoma. Distinct clinical associations discriminate the second novel molecular subgroup PB-MYC from other PB cases. Alterations within the miRNA processing pathway (affecting DROSHA, DGCR8 or DICER1) are found in about two thirds of cases in the three core PB subtypes. Methylation profiling revealed biologically distinct groups of pineal tumors with specific clinical and molecular features. Our findings provide a foundation for further clinical as well as molecular and functional characterization of PB and other pineal tumors, including the role of miRNA processing defects in oncogenesis.
PMID: 31768671
ISSN: 1432-0533
CID: 4215812
Genomic Molecular Classification of CNS Malignancies
Spino, Marissa; Snuderl, Matija
Molecular studies have identified distinct genomic drivers providing insights in biology of brain tumors. Advances in genetic and epigenetic analysis, as well as development of mutation-specific antibodies enable more accurate classification of histologically indistinguishable tumors. Compared with histopathologic grading, molecular biomarkers are also superior in predicting natural behavior of tumors and therapeutic response. Diffuse gliomas can be separated in astrocytoma and oligodendroglioma based on IDH1/2, ATRX, and TP53 mutational status. Pediatric gliomas are molecularly distinct from adult tumors and molecular drivers include histone H3 genes and fusions involving the MAPK pathway. Using genetic and epigenetic profiling, ependymal tumors, medulloblastomas, and atypical teratoid/rhabdoid tumors can be separated in biologically and clinically distinct entities. Identification of novel gene fusions and matched DNA methylation signatures enable accurate diagnosis of primitive neuroectodermal tumors, which were previously misdiagnosed. Genomic classification of central nervous system tumors is being readily translated into the clinical practice and will enable molecularly based patient management and clinical trials.
PMID: 31714292
ISSN: 1533-4031
CID: 4185162
Subgroup-specific outcomes of children with malignant childhood brain tumors treated with an irradiation-sparing protocol
Hidalgo, Eveline Teresa; Snuderl, Matija; Orillac, Cordelia; Kvint, Svetlana; Serrano, Jonathan; Wu, Peter; Karajannis, Matthias A; Gardner, Sharon L
PURPOSE/OBJECTIVE:Molecular subgroups of pediatric brain tumors associated with divergent biological, clinical, and prognostic features have been identified. However, data regarding the impact of subgroup affiliation on the outcome of children with malignant brain tumors treated with radiation-sparing protocol is limited. We report long-term clinical outcomes and the molecular subgroups of malignant brain tumors in young children whose first-line treatment was high-dose chemotherapy without irradiation. METHODS:Tumor subclassification was performed using the Illumina HumanMethylation450 BeadChip (450k) genome-wide methylation array profiling platform. Clinical information was obtained from chart review. RESULTS:Methylation array profiling yielded information on molecular subgroups in 22 children. Median age at surgery was 26 months (range 1-119 months). Among medulloblastomas (MB), all 6 children in the infant sonic hedgehog (SHH) subgroup were long-term survivors, whereas all 4 children in subgroup 3 MB died. There was one long-term survivor in subgroup 4 MB. One out of five children with ependymoma was a long-term survivor (RELPOS). Both children with primitive neuroectodermal tumors died. One child with ATRT TYR and one child with choroid plexus carcinoma were long-term survivors. CONCLUSIONS:The efficacy of high-dose chemotherapy radiation-sparing treatment appears to be confined to favorable molecular subgroups of pediatric brain tumors, such as infant SHH MB. Identification of molecular subgroups that benefit from radiation-sparing therapy will aid in the design of prospective, "precision medicine"-driven clinical trials.
PMID: 31375903
ISSN: 1433-0350
CID: 4015542
Ganglioglioma in a Survivor of Infantile Glioblastoma
Scheuermann, Amanda; Belongia, Meghan; Lawlor, Michael W; Suchi, Mariko; Kaufman, Bruce; Vasudevaraja, Varshini; Serrano, Jonathan; Snuderl, Matija; Knipstein, Jeffrey
Congenital tumors account for 2% to 4% of all pediatric central nervous system tumors. Glioblastoma multiforme (GBM) represents a small subset of these tumors. Despite harboring histologic features similar to older patients, infants with GBM exhibit improved survival and respond more favorably to surgery and chemotherapy. To highlight this tumor's unique behavior, we report the case of a survivor of infantile GBM who developed a recurrent tumor in the surgical bed 6 months after diagnosis. The tumor was ultimately resected and was a ganglioglioma. This case shows both a favorable clinical outcome to an infantile GBM and this tumor's natural history.
PMID: 30676438
ISSN: 1536-3678
CID: 3683052
JOURNAL OF NEUROSURGERY-PEDIATRICS
Hidalgo, Eveline Teresa; Kvint, Svetlana; Orillac, Cordelia; North, Emily; Dastagirzada, Yosef; Chang, Jamie Chiapei; Addae, Gifty; Jennings, Tara S.; Snuderl, Matija; Wisoff, Jeffrey H.
ISI:000478646300009
ISSN: 1933-0707
CID: 5883582
PROFILING PLEOMORPHIC XANTHROASTROCYTOMA WITH DNA METHYLATION AND EXPLORING THE TUMOR IMMUNE CELL-TYPE COMPOSITION WITH METHYLATION-BASED DECONVOLUTION [Meeting Abstract]
Tang, Karen; Kurland, David; Vasudevaraja, Varshini; Serrano, Jonathan; Radmanesh, Alireza; Snuderl, Matija
ISI:000509478703108
ISSN: 1522-8517
CID: 5184692
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
NONINVASIVE PERFUSION IMAGING BIOMARKER OF MALIGNANT GENOTYPE IN ISOCITRATE DEHYDROGENASE MUTANT GLIOMAS [Meeting Abstract]
Mureb, Monica; Jain, Rajan; Poisson, Laila; Littig, Ingrid Aguiar; Neto, Lucidio Nunes; Wu, Chih-Chin; Ng, Victor; Patel, Sohil; Patel, Seema; Serrano, Jonathan; Kurz, Sylvia; Cahill, Daniel; Bendszus, Martin; von Deimling, Andreas; Placantonakis, Dimitris; Golfinos, John; Kickingereder, Philipp; Snuderl, Matija; Chi, Andrew
ISI:000509478703153
ISSN: 1522-8517
CID: 4530372
Single cell analysis of urothelial carcinoma (UC) liver metastases identifies epithelial-mesenchymal transition (EMT) as a potential mechanism of resistance to immunotherapy. [Meeting Abstract]
Lattanzi, Michael; Tredwin, Lily M.; Deng, Fang-Ming; Chiriboga, Luis; Zeck, Briana; Forcato, Claudio; Serrano, Jonathan; Mohamed, Hussein; Snuderl, Matija; Balar, Arjun Vasant
ISI:000487345801453
ISSN: 0732-183x
CID: 4448412
Identification of FGFR4 P.G388R variant in cerebellar hemangioblastomas [Meeting Abstract]
Snuderl, M; Kannan, K; Gagner, J -P; Mashiach, E; Karajannis, M; Heguy, A; Zagzag, D
BACKGROUND: While most hemangioblastomas (~70%) are sporadic and occur predominantly in the cerebellum, they may present as well as familial form associated with von Hippel-Lindau (VHL) syndrome, an autosomal dominant disorder caused by germline mutations of the VHL gene that trigger nuclear translocation of hypoxia-inducible factor (HIF)- 1alpha and angiogenesis. Although inactivation of VHL, a tumor suppressor gene, has been observed in hemangioblastomas, the underlying pathogenic mechanisms responsible for familial and sporadic hemangioblastomas remain incompletely understood.
METHOD(S): Whole exome sequencing of cerebellar hemangioblastoma tumors and matched blood leukocytes from 24 patients, age 24-63, was performed. After preparation and amplification of barcoded libraries, exomes were captured using Kapa Biosystems methodology and paired-end sequenced on Illumina HiSeq 2500 to an average 100-fold coverage. Following read alignment to hg19 genome, tumor and germline (leukocyte) sequences were compared, and pathogenic single nucleotide variants (SNVs) identified and validated by re-sequencing followed by pathway analysis. Additionally, tumor RNA isolated using Maxwell Promega was sequenced on Illumina instrument and the expression counts determined and normalized.
RESULT(S): We found 314 pathogenic and/or highly deleterious mutations (both germline and somatic) with a median of 13 mutations per patient. Five patients had VHL syndrome (germline VHL mutation) and 4 carried somatic VHL mutations. Among the VHL tumors, 82 mutations were identified, including HNF1B, NOTCH1 and TCF7L1, suggesting a potential contribution of altered RNA metabolism based upon pathway analysis. Among all hemangioblastomas, germline growth factor receptor variants (FGFR4 p.G388R (14/23 (61%) patients), IGF1R, PDGFRA and TYK2) known to activate STAT3 signaling and induce HIF-1alpha and angiogenesis, were identified. Non-hierarchical clustering of RNA sequencing data revealed two transcriptionally-distinct subtypes of hemangioblastomas.
CONCLUSION(S): Our findings indicate that hemangioblastomas can also occur by germline mutations known to activate STAT3 signaling, which may have significant implication in genetic testing and counseling of patients with hemangioblastomas
EMBASE:631168807
ISSN: 1523-5866
CID: 4388082