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3D genome mapping identifies subgroup-specific chromosome conformations and tumor-dependency genes in ependymoma

Okonechnikov, Konstantin; Camgöz, Aylin; Chapman, Owen; Wani, Sameena; Park, Donglim Esther; Hübner, Jens-Martin; Chakraborty, Abhijit; Pagadala, Meghana; Bump, Rosalind; Chandran, Sahaana; Kraft, Katerina; Acuna-Hidalgo, Rocio; Reid, Derek; Sikkink, Kristin; Mauermann, Monika; Juarez, Edwin F; Jenseit, Anne; Robinson, James T; Pajtler, Kristian W; Milde, Till; Jäger, Natalie; Fiesel, Petra; Morgan, Ling; Sridhar, Sunita; Coufal, Nicole G; Levy, Michael; Malicki, Denise; Hobbs, Charlotte; Kingsmore, Stephen; Nahas, Shareef; Snuderl, Matija; Crawford, John; Wechsler-Reya, Robert J; Davidson, Tom Belle; Cotter, Jennifer; Michaiel, George; Fleischhack, Gudrun; Mundlos, Stefan; Schmitt, Anthony; Carter, Hannah; Michealraj, Kulandaimanuvel Antony; Kumar, Sachin A; Taylor, Michael D; Rich, Jeremy; Buchholz, Frank; Mesirov, Jill P; Pfister, Stefan M; Ay, Ferhat; Dixon, Jesse R; Kool, Marcel; Chavez, Lukas
Ependymoma is a tumor of the brain or spinal cord. The two most common and aggressive molecular groups of ependymoma are the supratentorial ZFTA-fusion associated and the posterior fossa ependymoma group A. In both groups, tumors occur mainly in young children and frequently recur after treatment. Although molecular mechanisms underlying these diseases have recently been uncovered, they remain difficult to target and innovative therapeutic approaches are urgently needed. Here, we use genome-wide chromosome conformation capture (Hi-C), complemented with CTCF and H3K27ac ChIP-seq, as well as gene expression and DNA methylation analysis in primary and relapsed ependymoma tumors, to identify chromosomal conformations and regulatory mechanisms associated with aberrant gene expression. In particular, we observe the formation of new topologically associating domains ('neo-TADs') caused by structural variants, group-specific 3D chromatin loops, and the replacement of CTCF insulators by DNA hyper-methylation. Through inhibition experiments, we validate that genes implicated by these 3D genome conformations are essential for the survival of patient-derived ependymoma models in a group-specific manner. Thus, this study extends our ability to reveal tumor-dependency genes by 3D genome conformations even in tumors that lack targetable genetic alterations.
PMCID:10121654
PMID: 37085539
ISSN: 2041-1723
CID: 5464632

Correction to: Amplification of the PLAG-family genes-PLAGL1 and PLAGL2-is a key feature of the novel tumor type CNS embryonal tumor with PLAGL amplification

Keck, Michaela-Kristina; Sill, Martin; Wittmann, Andrea; Joshi, Piyush; Stichel, Damian; Beck, Pengbo; Okonechnikow, Konstantin; Sievers, Philipp; Wefers, Annika K; Roncaroli, Federico; Avula, Shivaram; McCabe, Martin G; Hayden, James T; Wesseling, Pieter; Øra, Ingrid; Nistér, Monica; Kranendonk, Mariëtte E G; Tops, Bastiaan B J; Zapotocky, Michal; Zamecnik, Josef; Vasiljevic, Alexandre; Fenouil, Tanguy; Meyronet, David; von Hoff, Katja; Schüller, Ulrich; Loiseau, Hugues; Figarella-Branger, Dominique; Kramm, Christof M; Sturm, Dominik; Scheie, David; Rauramaa, Tuomas; Pesola, Jouni; Gojo, Johannes; Haberler, Christine; Brandner, Sebastian; Jacques, Tom; Sexton Oates, Alexandra; Saffery, Richard; Koscielniak, Ewa; Baker, Suzanne J; Yip, Stephen; Snuderl, Matija; Ud Din, Nasir; Samuel, David; Schramm, Kathrin; Blattner-Johnson, Mirjam; Selt, Florian; Ecker, Jonas; Milde, Till; von Deimling, Andreas; Korshunov, Andrey; Perry, Arie; Pfister, Stefan M; Sahm, Felix; Solomon, David A; Jones, David T W
PMID: 36786841
ISSN: 1432-0533
CID: 5432082

Genomic Patterns of Malignant Peripheral Nerve Sheath Tumor (MPNST) Evolution Correlate with Clinical Outcome and Are Detectable in Cell-Free DNA

Cortes-Ciriano, Isidro; Steele, Christopher D; Piculell, Katherine; Al-Ibraheemi, Alyaa; Eulo, Vanessa; Bui, Marilyn M; Chatzipli, Aikaterini; Dickson, Brendan C; Borcherding, Dana C; Feber, Andrew; Galor, Alon; Hart, Jesse; Jones, Kevin B; Jordan, Justin T; Kim, Raymond H; Lindsay, Daniel; Miller, Colin; Nishida, Yoshihiro; Proszek, Paula Z; Serrano, Jonathan; Sundby, R Taylor; Szymanski, Jeffrey J; Ullrich, Nicole J; Viskochil, David; Wang, Xia; Snuderl, Matija; Park, Peter J; Flanagan, Adrienne M; Hirbe, Angela C; Pillay, Nischalan; Miller, David T
UNLABELLED:Malignant peripheral nerve sheath tumor (MPNST), an aggressive soft-tissue sarcoma, occurs in people with neurofibromatosis type 1 (NF1) and sporadically. Whole-genome and multiregional exome sequencing, transcriptomic, and methylation profiling of 95 tumor samples revealed the order of genomic events in tumor evolution. Following biallelic inactivation of NF1, loss of CDKN2A or TP53 with or without inactivation of polycomb repressive complex 2 (PRC2) leads to extensive somatic copy-number aberrations (SCNA). Distinct pathways of tumor evolution are associated with inactivation of PRC2 genes and H3K27 trimethylation (H3K27me3) status. Tumors with H3K27me3 loss evolve through extensive chromosomal losses followed by whole-genome doubling and chromosome 8 amplification, and show lower levels of immune cell infiltration. Retention of H3K27me3 leads to extensive genomic instability, but an immune cell-rich phenotype. Specific SCNAs detected in both tumor samples and cell-free DNA (cfDNA) act as a surrogate for H3K27me3 loss and immune infiltration, and predict prognosis. SIGNIFICANCE/UNASSIGNED:MPNST is the most common cause of death and morbidity for individuals with NF1, a relatively common tumor predisposition syndrome. Our results suggest that somatic copy-number and methylation profiling of tumor or cfDNA could serve as a biomarker for early diagnosis and to stratify patients into prognostic and treatment-related subgroups. This article is highlighted in the In This Issue feature, p. 517.
PMID: 36598417
ISSN: 2159-8290
CID: 5433472

A nine-month-old boy with regression of milestones and severe constipation: an unusual case of a large spinal NTRK1 fusion pilocytic astrocytoma

Offenbacher, Rachel; Kobets, Andrew; Dalvi, Nagma; Hsu, Kevin; Chin, Steven; Snuderl, Matija; Levy, Adam; Martin, Allison
INTRODUCTION/BACKGROUND:Pilocytic astrocytoma, a World Health Organization grade 1 tumor, is the most common brain tumor in children between 5 and 14 years of age and the second most common in children younger than 5 and older than 14. Although classical to the cerebellum and hypothalamic regions, it can also arise in the spinal cord. Larotrectinib, a selective inhibitor of tropomyosin receptor kinase, has been effective in pediatric tumors with NTRK fusion mutations in children as young as 1-month-old. CASE/METHODS:We share the case of a 9-month-old boy who presented with a 4-month history of regression of his milestones and severe constipation who was found to have a large spinal pilocytic astrocytoma with multiple intracranial periventricular lesions.
PMID: 36107222
ISSN: 1433-0350
CID: 5336352

Variant allelic frequency of driver mutations predicts success of genomic DNA methylation classification in central nervous system tumors

Jamshidi, Pouya; McCord, Matthew; Galbraith, Kristyn; Santana-Santos, Lucas; Jennings, Lawrence J; Snuderl, Matija; Horbinski, Craig
PMID: 36700952
ISSN: 1432-0533
CID: 5419672

P-selectin-targeted nanocarriers induce active crossing of the blood-brain barrier via caveolin-1-dependent transcytosis

Tylawsky, Daniel E; Kiguchi, Hiroto; Vaynshteyn, Jake; Gerwin, Jeffrey; Shah, Janki; Islam, Taseen; Boyer, Jacob A; Boué, Daniel R; Snuderl, Matija; Greenblatt, Matthew B; Shamay, Yosi; Raju, G Praveen; Heller, Daniel A
Medulloblastoma is the most common malignant paediatric brain tumour, with ~30% mediated by Sonic hedgehog signalling. Vismodegib-mediated inhibition of the Sonic hedgehog effector Smoothened inhibits tumour growth but causes growth plate fusion at effective doses. Here, we report a nanotherapeutic approach targeting endothelial tumour vasculature to enhance blood-brain barrier crossing. We use fucoidan-based nanocarriers targeting endothelial P-selectin to induce caveolin-1-dependent transcytosis and thus nanocarrier transport into the brain tumour microenvironment in a selective and active manner, the efficiency of which is increased by radiation treatment. In a Sonic hedgehog medulloblastoma animal model, fucoidan-based nanoparticles encapsulating vismodegib exhibit a striking efficacy and marked reduced bone toxicity and drug exposure to healthy brain tissue. Overall, these findings demonstrate a potent strategy for targeted intracranial pharmacodelivery that overcomes the restrictive blood-brain barrier to achieve enhanced tumour-selective penetration and has therapeutic implications for diseases within the central nervous system.
PMID: 36864161
ISSN: 1476-4660
CID: 5432392

A genome-wide association study of germline variation and melanoma prognosis

Chat, Vylyny; Dagayev, Sasha; Moran, Una; Snuderl, Matija; Weber, Jeffrey; Ferguson, Robert; Osman, Iman; Kirchhoff, Tomas
Background: The high mortality of cutaneous melanoma (CM) is partly due to unpredictable patterns of disease progression in patients with early-stage lesions. The reliable prediction of advanced disease risk from early-stage CM, is an urgent clinical need, especially given the recent expansion of immune checkpoint inhibitor therapy to the adjuvant setting. In our study, we comprehensively investigated the role of germline variants as CM prognostic markers. Methods: We performed a genome-wide association analysis in two independent cohorts of N=551 (discovery), and N=550 (validation) early-stage immunotherapy-naïve melanoma patients. A multivariable Cox proportional hazard regression model was used to identify associations with overall survival in the discovery group, followed by a validation analysis. Transcriptomic profiling and survival analysis were used to elucidate the biological relevance of candidate genes associated with CM progression. Results: We found two independent associations of germline variants with melanoma prognosis. The alternate alleles of these two SNPs were both associated with an increased risk of death [rs60970102 in MELK: HR=3.14 (2.05"“4.81), p=1.48×10-7; and rs77480547 in SH3BP4: HR=3.02 (2.02"“4.52), p=7.58×10-8, both in the pooled cohort]. The addition of the combined risk alleles (CRA) of the identified variants into the prognostic model improved the predictive power, as opposed to a model of clinical covariates alone. Conclusions: Our study provides suggestive evidence of novel melanoma germline prognostic markers, implicating two candidate genes: an oncogene MELK and a tumor suppressor SH3BP4, both previously suggested to affect CM progression. Pending further validation, these findings suggest that the genetic factors may improve the prognostic stratification of high-risk early-stage CM patients, and propose putative biological insights for potential therapeutic investigation of these targets to prevent aggressive outcome from early-stage melanoma.
SCOPUS:85147381623
ISSN: 2234-943x
CID: 5424662

Mismatch repair protein mutations in isocitrate dehydrogenase (IDH)-mutant astrocytoma and IDH-wild-Type glioblastoma

Richardson, Timothy E.; Yokoda, Raquel T.; Rashidipour, Omid; Vij, Meenakshi; Snuderl, Matija; Brem, Steven; Hatanpaa, Kimmo J.; McBrayer, Samuel K.; Abdullah, Kalil G.; Umphlett, Melissa; Walker, Jamie M.; Tsankova, Nadejda M.
Background: Mutations in mismatch repair (MMR) genes (MSH2, MSH6, MLH1, and PMS2) are associated with microsatellite instability and a hypermutator phenotype in numerous systemic cancers, and germline MMR mutations have been implicated in multi-organ tumor syndromes. In gliomas, MMR mutations can function as an adaptive response to alkylating chemotherapy, although there are well-documented cases of germline and sporadic mutations, with detrimental effects on patient survival. Methods: The clinical, pathologic, and molecular features of 18 IDH-mutant astrocytomas and 20 IDH-wild-Type glioblastomas with MMR mutations in the primary tumor were analyzed in comparison to 361 IDH-mutant and 906 IDH-wild-Type tumors without MMR mutations. In addition, 12 IDH-mutant astrocytomas and 18 IDH-wild-Type glioblastomas that developed MMR mutations between initial presentation and tumor recurrence were analyzed in comparison to 50 IDH-mutant and 104 IDH-wild-Type cases that remained MMR-wild-Type at recurrence. Results: In both IDH-mutant astrocytoma and IDH-wild-Type glioblastoma cohorts, the presence of MMR mutation in primary tumors was associated with significantly higher tumor mutation burden (TMB) (P<.0001); however, MMR mutations only resulted in worse overall survival in the IDH-mutant astrocytomas (P=.0069). In addition, gain of MMR mutation between the primary and recurrent surgical specimen occurred more frequently with temozolomide therapy (P=.0073), and resulted in a substantial increase in TMB (P<.0001), higher grade (P=.0119), and worse post-recurrence survival (P=.0022) in the IDH-mutant astrocytoma cohort. Conclusions: These results suggest that whether present initially or in response to therapy, MMR mutations significantly affect TMB but appear to only influence the clinical outcome in IDH-mutant astrocytoma subsets.
SCOPUS:85168565909
ISSN: 2632-2498
CID: 5568302

Amplification of the PLAG-family genes-PLAGL1 and PLAGL2-is a key feature of the novel tumor type CNS embryonal tumor with PLAGL amplification

Keck, Michaela-Kristina; Sill, Martin; Wittmann, Andrea; Joshi, Piyush; Stichel, Damian; Beck, Pengbo; Okonechnikow, Konstantin; Sievers, Philipp; Wefers, Annika K; Roncaroli, Federico; Avula, Shivaram; McCabe, Martin G; Hayden, James T; Wesseling, Pieter; Øra, Ingrid; Nistér, Monica; Kranendonk, Mariëtte E G; Tops, Bastiaan B J; Zapotocky, Michal; Zamecnik, Josef; Vasiljevic, Alexandre; Fenouil, Tanguy; Meyronet, David; von Hoff, Katja; Schüller, Ulrich; Loiseau, Hugues; Figarella-Branger, Dominique; Kramm, Christof M; Sturm, Dominik; Scheie, David; Rauramaa, Tuomas; Pesola, Jouni; Gojo, Johannes; Haberler, Christine; Brandner, Sebastian; Jacques, Tom; Sexton Oates, Alexandra; Saffery, Richard; Koscielniak, Ewa; Baker, Suzanne J; Yip, Stephen; Snuderl, Matija; Ud Din, Nasir; Samuel, David; Schramm, Kathrin; Blattner-Johnson, Mirjam; Selt, Florian; Ecker, Jonas; Milde, Till; von Deimling, Andreas; Korshunov, Andrey; Perry, Arie; Pfister, Stefan M; Sahm, Felix; Solomon, David A; Jones, David T W
Pediatric central nervous system (CNS) tumors represent the most common cause of cancer-related death in children aged 0-14 years. They differ from their adult counterparts, showing extensive clinical and molecular heterogeneity as well as a challenging histopathological spectrum that often impairs accurate diagnosis. Here, we use DNA methylation-based CNS tumor classification in combination with copy number, RNA-seq, and ChIP-seq analysis to characterize a newly identified CNS tumor type. In addition, we report histology, patient characteristics, and survival data in this tumor type. We describe a biologically distinct pediatric CNS tumor type (n = 31 cases) that is characterized by focal high-level amplification and resultant overexpression of either PLAGL1 or PLAGL2, and an absence of recurrent genetic alterations characteristic of other pediatric CNS tumor types. Both genes act as transcription factors for a regulatory subset of imprinted genes (IGs), components of the Wnt/β-Catenin pathway, and the potential drug targets RET and CYP2W1, which are also specifically overexpressed in this tumor type. A derived PLAGL-specific gene expression signature indicates dysregulation of imprinting control and differentiation/development. These tumors occurred throughout the neuroaxis including the cerebral hemispheres, cerebellum, and brainstem, and were predominantly composed of primitive embryonal-like cells lacking robust expression of markers of glial or neuronal differentiation (e.g., GFAP, OLIG2, and synaptophysin). Tumors with PLAGL1 amplification were typically diagnosed during adolescence (median age 10.5 years), whereas those with PLAGL2 amplification were diagnosed during early childhood (median age 2 years). The 10-year overall survival was 66% for PLAGL1-amplified tumors, 25% for PLAGL2-amplified tumors, 18% for male patients, and 82% for female patients. In summary, we describe a new type of biologically distinct CNS tumor characterized by PLAGL1/2 amplification that occurs predominantly in infants and toddlers (PLAGL2) or adolescents (PLAGL1) which we consider best classified as a CNS embryonal tumor and which is associated with intermediate survival. The cell of origin and optimal treatment strategies remain to be defined.
PMID: 36437415
ISSN: 1432-0533
CID: 5383452

Reference on copy number variations in pleomorphic xanthoastrocytoma: Implications for diagnostic approach

Reuss, David E; Schrimpf, Daniel; Stichel, Damian; Ebrahimi, Azadeh; Dampier, Chris; Aldape, Kenneth; Snuderl, Matija; Capper, David; Sill, Martin; Jones, David T W; Pfister, Stefan M; Sahm, Felix; von Deimling, Andreas
Pleomorphic xanthoastrocytoma (PXA) poses a diagnostic challenge. The present study relies on methylation-based predictions and focuses on copy number variations (CNV) in PXA. We identified 551 tumors from patients having received the histologic diagnosis or differential diagnosis pleomorphic xanthoastrocytoma (PXA) uploaded to the web page www.molecularneuropathology.org. Of these 551 tumors, 165 received the prediction "methylation class (anaplastic) pleomorphic xanthoastrocytoma" with a calibrated score >=0.9 by the brain tumor classifier version v12.8 and, therefore, were defined the PXA reference set designated mcPXAref. In addition to these 165 mcPXAref, 767 other tumors received the prediction mcPXA with a calibrated score >=0.9 but without a histological PXA diagnosis. The total number of individual tumors predicted by histology and/or by methylome based classification as PXA, mcPXA or both was 1318, and these were designated the study cohort. The selection of a control cohort was guided by methylation-based predictions recurrently observed for the other 386/551 tumors diagnosed as histologic PXA. 131/386 received predictions for another entity besides PXA with a score >=0.9. Control tumors corresponding to the 11 most common other predictions were selected, adding up to 1100 reference cases. CNV profiles were calculated from all methylation datasets of the study and control cohorts. Special attention was given to the 7/10 signature, gene amplifications and homozygous deletion of CDKN2A/B. Comparison of CNV in the subsets of the study cohort and the control cohort were used to establish relations independent of histological diagnoses. Tumors in mcPXA were highly homogenous in regard to CNV alterations, irrespective of the histological diagnoses. The 7/10 signature commonly present in glioblastoma, IDH-wildtype, was present in 15-20% of mcPXA, whereas amplification of oncogenes (likewise common in glioblastoma) was very rare in mcPXA (<1%). In contrast, the histology-based PXA group exhibited high variance in regard to methylation classes as well as to CNVs. Our data add to the notion, that histologically defined PXA likely only represent a subset of the biological disease.
PMCID:10646999
PMID: 38026572
ISSN: 2699-4445
CID: 5617272