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Transcriptomic and epigenetic dissection of spinal ependymoma (SP-EPN) identifies clinically relevant subtypes enriched for tumors with and without NF2 mutation
Neyazi, Sina; Yamazawa, Erika; Hack, Karoline; Tanaka, Shota; Nagae, Genta; Kresbach, Catena; Umeda, Takayoshi; Eckhardt, Alicia; Tatsuno, Kenji; Pohl, Lara; Hana, Taijun; Bockmayr, Michael; Kim, Phyo; Dorostkar, Mario M; Takami, Toshihiro; Obrecht, Denise; Takai, Keisuke; Suwala, Abigail K; Komori, Takashi; Godbole, Shweta; Wefers, Annika K; Otani, Ryohei; Neumann, Julia E; Higuchi, Fumi; Schweizer, Leonille; Nakanishi, Yuta; Monoranu, Camelia-Maria; Takami, Hirokazu; Engertsberger, Lara; Yamada, Keisuke; Ruf, Viktoria; Nomura, Masashi; Mohme, Theresa; Mukasa, Akitake; Herms, Jochen; Takayanagi, Shunsaku; Mynarek, Martin; Matsuura, Reiko; Lamszus, Katrin; Ishii, Kazuhiko; Kluwe, Lan; Imai, Hideaki; von Deimling, Andreas; Koike, Tsukasa; Benesch, Martin; Kushihara, Yoshihiro; Snuderl, Matija; Nambu, Shohei; Frank, Stephan; Omura, Takaki; Hagel, Christian; Kugasawa, Kazuha; Mautner, Viktor F; Ichimura, Koichi; Rutkowski, Stefan; Aburatani, Hiroyuki; Saito, Nobuhito; Schüller, Ulrich
Ependymomas encompass multiple clinically relevant tumor types based on localization and molecular profiles. Tumors of the methylation class "spinal ependymoma" (SP-EPN) represent the most common intramedullary neoplasms in children and adults. However, their developmental origin is ill-defined, molecular data are scarce, and the potential heterogeneity within SP-EPN remains unexplored. The only known recurrent genetic events in SP-EPN are loss of chromosome 22q and NF2 mutations, but neither types and frequency of these alterations nor their clinical relevance have been described in a large, epigenetically defined series. Transcriptomic (n = 72), epigenetic (n = 225), genetic (n = 134), and clinical data (n = 112) were integrated for a detailed molecular overview on SP-EPN. Additionally, we mapped SP-EPN transcriptomes to developmental atlases of the developing and adult spinal cord to uncover potential developmental origins of these tumors. The integration of transcriptomic ependymoma data with single-cell atlases of the spinal cord revealed that SP-EPN display the highest similarities to mature adult ependymal cells. Unsupervised hierarchical clustering of transcriptomic data together with integrated analysis of methylation profiles identified two molecular SP-EPN subtypes. Subtype A tumors primarily carried previously known germline or sporadic NF2 mutations together with 22q loss (bi-allelic NF2 loss), resulting in decreased NF2 expression. Furthermore, they more often presented as multilocular disease and demonstrated a significantly reduced progression-free survival as compared to SP-EP subtype B. In contrast, subtype B predominantly contained samples without NF2 mutation detected in sequencing together with 22q loss (monoallelic NF2 loss). These tumors showed regular NF2 expression but more extensive global copy number alterations. Based on integrated molecular profiling of a large multi-center cohort, we identified two distinct SP-EPN subtypes with important implications for genetic counseling, patient surveillance, and drug development priorities.
PMCID:10808175
PMID: 38265489
ISSN: 1432-0533
CID: 5624952
Impact of Rare and Multiple Concurrent Gene Fusions on Diagnostic DNA Methylation Classifier in Brain Tumors
Galbraith, Kristyn; Serrano, Jonathan; Shen, Guomiao; Tran, Ivy; Slocum, Cheyanne C; Ketchum, Courtney; Abdullaev, Zied; Turakulov, Rust; Bale, Tejus; Ladanyi, Marc; Sukhadia, Purvil; Zaidinski, Michael; Mullaney, Kerry; DiNapoli, Sara; Liechty, Benjamin L; Barbaro, Marissa; Allen, Jeffrey C; Gardner, Sharon L; Wisoff, Jeffrey; Harter, David; Hidalgo, Eveline Teresa; Golfinos, John G; Orringer, Daniel A; Aldape, Kenneth; Benhamida, Jamal; Wrzeszczynski, Kazimierz O; Jour, George; Snuderl, Matija
UNLABELLED:DNA methylation is an essential molecular assay for central nervous system (CNS) tumor diagnostics. While some fusions define specific brain tumors, others occur across many different diagnoses. We performed a retrospective analysis of 219 primary CNS tumors with whole genome DNA methylation and RNA next-generation sequencing. DNA methylation profiling results were compared with RNAseq detected gene fusions. We detected 105 rare fusions involving 31 driver genes, including 23 fusions previously not implicated in brain tumors. In addition, we identified 6 multi-fusion tumors. Rare fusions and multi-fusion events can impact the diagnostic accuracy of DNA methylation by decreasing confidence in the result, such as BRAF, RAF, or FGFR1 fusions, or result in a complete mismatch, such as NTRK, EWSR1, FGFR, and ALK fusions. IMPLICATIONS/UNASSIGNED:DNA methylation signatures need to be interpreted in the context of pathology and discordant results warrant testing for novel and rare gene fusions.
PMID: 37870438
ISSN: 1557-3125
CID: 5625782
Heterogeneity of DNA methylation profiles and copy number alterations in 10782 adult-type glioblastomas, IDH-wildtype
Reuss, David E; Schrimpf, Daniel; Cherkezov, Asan; Suwala, Abigail K; Lausová, Tereza; Snuderl, Matija; Capper, David; Sill, Martin; Jones, David T W; Pfister, Stefan M; Sahm, Felix; von Deimling, Andreas
The morphological patterns leading to the diagnosis of glioblastoma may also commonly be observed in several other distinct tumor entities, which can result in a mixed bag of tumors subsumed under this diagnosis. The 2021 WHO Classification of CNS Tumors has separated several of these entities from the diagnosis of glioblastoma, IDH-wildtype. This study determines the DNA methylation classes most likely receiving the diagnosis glioblastoma, IDH wildtype according to the definition by the WHO 2021 Classification and provides comparative copy number analyses. We identified 10782 methylome datasets uploaded to the web page www.molecularneuropathology.org with a calibrated score of ≥0.9 by the Heidelberg Brain Tumor Classifier version v12.8. These methylation classes were characterized by the diagnosis glioblastoma being the most frequent classification encountered in each of the classes according to the WHO 2021 definition. Further, methylation classes selected for this study predominantly contained adult patients. Unsupervised clustering confirmed the presence of nine methylation classes containing tumors most likely receiving the diagnosis glioblastoma, IDH-wildtype according to the WHO 2021 definition. Copy number analysis and a focus on genes with typical numerical alterations in glioblastoma revealed clear differences between the nine methylation classes. Although great progress in diagnostic precision has been achieved over the last decade, our data clearly demonstrate that glioblastoma, IDH-wildtype still is a heterogeneous group in need of further stratification.
PMCID:10964111
PMID: 38532825
ISSN: 2699-4445
CID: 5644832
Pediatric glioblastoma in the setting of constitutional mismatch-repair deficiency treated with upfront lomustine and nivolumab [Editorial]
Krugman, Jessica; Patel, Krupesh; Cantor, Anna; Snuderl, Matija; Cooper, Benjamin; Zan, Elcin; Radmanesh, Ali; Hidalgo, E Teresa; Nicolaides, Theodore
PMID: 37881859
ISSN: 1545-5017
CID: 5607962
Racial distribution of molecularly classified brain tumors
Fang, Camila S; Wang, Wanyi; Schroff, Chanel; Movahed-Ezazi, Misha; Vasudevaraja, Varshini; Serrano, Jonathan; Sulman, Erik P; Golfinos, John G; Orringer, Daniel; Galbraith, Kristyn; Feng, Yang; Snuderl, Matija
BACKGROUND/UNASSIGNED:In many cancers, specific subtypes are more prevalent in specific racial backgrounds. However, little is known about the racial distribution of specific molecular types of brain tumors. Public data repositories lack data on many brain tumor subtypes as well as diagnostic annotation using the current World Health Organization classification. A better understanding of the prevalence of brain tumors in different racial backgrounds may provide insight into tumor predisposition and development, and improve prevention. METHODS/UNASSIGNED:We retrospectively analyzed the racial distribution of 1709 primary brain tumors classified by their methylation profiles using clinically validated whole genome DNA methylation. Self-reported race was obtained from medical records. Our cohort included 82% White, 10% Black, and 8% Asian patients with 74% of patients reporting their race. RESULTS/UNASSIGNED: < .001). CONCLUSIONS/UNASSIGNED:Molecularly classified brain tumor groups and subgroups show different distributions among the three main racial backgrounds suggesting the contribution of race to brain tumor development.
PMCID:11362849
PMID: 39220243
ISSN: 2632-2498
CID: 5687592
World Trade Center Exposure, DNA Methylation Changes, and Cancer: A Review of Current Evidence
Tuminello, Stephanie; Nguyen, Emelie; Durmus, Nedim; Alptekin, Ramazan; Yilmaz, Muhammed; Crisanti, Maria Cecilia; Snuderl, Matija; Chen, Yu; Shao, Yongzhao; Reibman, Joan; Taioli, Emanuela; Arslan, Alan A
PMCID:10742700
PMID: 38131903
ISSN: 2075-4655
CID: 5612212
Clinical outcome of pediatric medulloblastoma patients with Li-Fraumeni syndrome
Kolodziejczak, Anna S; Guerrini-Rousseau, Lea; Planchon, Julien Masliah; Ecker, Jonas; Selt, Florian; Mynarek, Martin; Obrecht, Denise; Sill, Martin; Autry, Robert J; Zhao, Eric; Hirsch, Steffen; Amouyal, Elsa; Dufour, Christelle; Ayrault, Olivier; Torrejon, Jacob; Waszak, Sebastian M; Ramaswamy, Vijay; Pentikainen, Virve; Demir, Haci Ahmet; Clifford, Steven C; Schwalbe, Ed C; Massimi, Luca; Snuderl, Matija; Galbraith, Kristyn; Karajannis, Matthias A; Hill, Katherine; Li, Bryan K; Walsh, Mike; White, Christine L; Redmond, Shelagh; Loizos, Loizou; Jakob, Marcus; Kordes, Uwe R; Schmid, Irene; Hauer, Julia; Blattmann, Claudia; Filippidou, Maria; Piccolo, Gianluca; Scheurlen, Wolfram; Farrag, Ahmed; Grund, Kerstin; Sutter, Christian; Pietsch, Torsten; Frank, Stephan; Schewe, Denis M; Malkin, David; Ben-Arush, Myriam; Sehested, Astrid; Wong, Tai-Tong; Wu, Kuo-Sheng; Liu, Yen-Lin; Carceller, Fernando; Mueller, Sabine; Stoller, Schuyler; Taylor, Michael D; Tabori, Uri; Bouffet, Eric; Kool, Marcel; Sahm, Felix; von Deimling, Andreas; Korshunov, Andrey; von Hoff, Katja; Kratz, Christian P; Sturm, Dominik; Jones, David T W; Rutkowski, Stefan; van Tilburg, Cornelis M; Witt, Olaf; Bougeard, Gaëlle; Pajtler, Kristian W; Pfister, Stefan M; Bourdeaut, Franck; Milde, Till
BACKGROUND:The prognosis for Li-Fraumeni syndrome (LFS) patients with medulloblastoma (MB) is poor. Comprehensive clinical data for this patient group is lacking, challenging the development of novel therapeutic strategies. Here, we present clinical and molecular data on a retrospective cohort of pediatric LFS MB patients. METHODS:In this multinational, multicenter retrospective cohort study, LFS patients under 21 years with MB and class 5 or class 4 constitutional TP53 variants were included. TP53 mutation status, methylation subgroup, treatment, progression free- (PFS) and overall survival (OS), recurrence patterns, and incidence of subsequent neoplasms were evaluated. RESULTS:The study evaluated 47 LFS individuals diagnosed with MB, mainly classified as DNA methylation subgroup "SHH_3" (86%). The majority (74%) of constitutional TP53 variants represented missense variants. The 2- and 5-year (y-) PFS were 36% and 20%, and 2- and 5y-OS were 53% and 23%, respectively. Patients who received post-operative radiotherapy (RT) (2y-PFS: 44%, 2y-OS: 60%) or chemotherapy before RT (2y-PFS: 32%, 2y-OS: 48%) had significantly better clinical outcome then patients who were not treated with RT (2y-PFS: 0%, 2y-OS: 25%). Patients treated according to protocols including high-intensity chemotherapy and patients who received only maintenance-type chemotherapy showed similar outcomes (2y-PFS: 42% and 35%, 2y-OS: 68% and 53%, respectively). CONCLUSIONS:LFS MB patients have a dismal prognosis. In the presented cohort use of RT significantly increased survival rates, whereas chemotherapy intensity did not influence their clinical outcome. Prospective collection of clinical data and development of novel treatments are required to improve the outcome of LFS MB patients.
PMID: 37379234
ISSN: 1523-5866
CID: 5540312
Pediatric-type high-grade neuroepithelial tumors with CIC gene fusion share a common DNA methylation signature
Sievers, Philipp; Sill, Martin; Schrimpf, Daniel; Abdullaev, Zied; Donson, Andrew M.; Lake, Jessica A.; Friedel, Dennis; Scheie, David; Tynninen, Olli; Rauramaa, Tuomas; Vepsäläinen, Kaisa L.; Samuel, David; Chapman, Rebecca; Grundy, Richard G.; Pajtler, Kristian W.; Tauziède-Espariat, Arnault; Métais, Alice; Varlet, Pascale; Snuderl, Matija; Jacques, Thomas S.; Aldape, Kenneth; Reuss, David E.; Korshunov, Andrey; Wick, Wolfgang; Pfister, Stefan M.; von Deimling, Andreas; Sahm, Felix; Jones, David T.W.
Pediatric neoplasms in the central nervous system (CNS) show extensive clinical and molecular heterogeneity and are fundamentally different from those occurring in adults. Molecular genetic testing contributes to accurate diagnosis and enables an optimal clinical management of affected children. Here, we investigated a rare, molecularly distinct type of pediatric high-grade neuroepithelial tumor (n = 18), that was identified through unsupervised visualization of genome-wide DNA methylation array data, together with copy number profiling, targeted next-generation DNA sequencing, and RNA transcriptome sequencing. DNA and/or RNA sequencing revealed recurrent fusions involving the capicua transcriptional repressor (CIC) gene in 10/10 tumor samples analyzed, with the most common fusion being CIC::LEUTX (n = 9). In addition, a CIC::NUTM1 fusion was detected in one of the tumors. Apart from the detected fusion events, no additional oncogenic alteration was identified in these tumors. The histopathological review demonstrated a morphologically heterogeneous group of high-grade neuroepithelial tumors with positive immunostaining for markers of glial differentiation in combination with weak and focal expression of synaptophysin, CD56 and CD99. All tumors were located in the supratentorial compartment, occurred during childhood (median age 8.5 years) and typically showed early relapses. In summary, we expand the spectrum of pediatric-type tumors of the CNS by reporting a previously uncharacterized group of rare high-grade neuroepithelial tumors that share a common DNA methylation signature and recurrent gene fusions involving the transcriptional repressor CIC. Downstream functional consequences of the fusion protein CIC::LEUTX and potential therapeutic implications need to be further investigated.
SCOPUS:85150994846
ISSN: 2397-768x
CID: 5460062
The importance of escalating molecular diagnostics in patients with low-grade pediatric brain cancer
Al Assaad, Majd; Gundem, Gunes; Liechty, Benjamin; Sboner, Andrea; Medina, Juan; Papaemmanuil, Elli; Sternberg, Cora N; Marks, Asher; Souweidane, Mark M; Greenfield, Jeffrey P; Tran, Ivy; Snuderl, Matija; Elemento, Oliver; Imielinski, Marcin; Pisapia, David J; Mosquera, Juan Miguel
Pilocytic astrocytomas are the most common pediatric brain tumors, typically presenting as low-grade neoplasms. We report two cases of pilocytic astrocytoma with atypical tumor progression. Case 1 involves a 12-year-old boy with an unresectable suprasellar tumor, negative for BRAF rearrangement but harboring a BRAF p.V600E mutation. He experienced tumor size reduction and stable disease following dabrafenib treatment. Case 2 describes a 6-year-old boy with a thalamic tumor that underwent multiple resections, with no actionable driver detected using targeted next-generation sequencing (NGS). Whole-genome and RNAseq analysis identified an internal tandem duplication in FGFR1 and RAS pathway activation. Future management options include FGFR1 inhibitors. These cases demonstrate the importance of escalating molecular diagnostics for pediatric brain cancer, advocating for early reflexing to integrative whole-genome sequencing and transcriptomic profiling when targeted panels are uninformative. Identifying molecular drivers can significantly impact treatment decisions and improve patient outcomes.
PMID: 37652664
ISSN: 2373-2873
CID: 5607272
Clinical, genomic, and epigenomic analyses of H3K27M-mutant diffuse midline glioma long-term survivors reveal a distinct group of tumors with MAPK pathway alterations
Roberts, Holly J; Ji, Sunjong; Picca, Alberto; Sanson, Marc; Garcia, Mekka; Snuderl, Matija; Schüller, Ulrich; Picart, Thiébaud; Ducray, François; Green, Adam L; Nakano, Yoshiko; Sturm, Dominik; Abdullaev, Zied; Aldape, Kenneth; Dang, Derek; Kumar-Sinha, Chandan; Wu, Yi-Mi; Robinson, Dan; Vo, Josh N; Chinnaiyan, Arul M; Cartaxo, Rodrigo; Upadhyaya, Santhosh A; Mody, Rajen; Chiang, Jason; Baker, Suzanne; Solomon, David; Venneti, Sriram; Pratt, Drew; Waszak, Sebastian M; Koschmann, Carl
PMCID:10627895
PMID: 37851269
ISSN: 1432-0533
CID: 5590202