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DNA methylation profiling of pituitary neuroendocrine tumors identifies distinct clinical and pathological subtypes based on epigenetic differentiation
Belakhoua, Sarra; Vasudevaraja, Varshini; Schroff, Chanel; Galbraith, Kristyn; Movahed-Ezazi, Misha; Serrano, Jonathan; Yang, Yiying; Orringer, Daniel; Golfinos, John G; Sen, Chandra; Pacione, Donato; Agrawal, Nidhi; Snuderl, Matija
BACKGROUND:Pituitary neuroendocrine tumors (PitNETs) are the most common intracranial neuroendocrine tumors. PitNETs can be challenging to classify, and current recommendations include a large immunohistochemical panel to differentiate among 14 WHO-recognized categories. METHODS:In this study, we analyzed clinical, immunohistochemical and DNA methylation data of 118 PitNETs to develop a clinico-molecular approach to classifying PitNETs and identify epigenetic classes. RESULTS:CNS DNA methylation classifier has an excellent performance in recognizing PitNETs and distinguishing the three lineages when the calibrated score is ≥0.3. Unsupervised DNA methylation analysis separated PitNETs into two major clusters. The first was composed of silent gonadotrophs, which form a biologically distinct group of PitNETs characterized by clinical silencing, weak hormonal expression on immunohistochemistry, and simple copy number profile. The second major cluster was composed of corticotrophs and Pit1 lineage PitNETs, which could be further classified using DNA methylation into distinct subclusters that corresponded to clinically functioning and silent tumors and are consistent with transcription factor expression. Analysis of promoter methylation patterns correlated with lineage for corticotrophs and Pit1 lineage subtypes. However, the gonadotrophic genes did not show a distinct promoter methylation pattern in gonadotroph tumors compared to other lineages. Promoter of the NR5A1 gene, which encodes SF1, was hypermethylated across all PitNETs clinical and molecular subtypes including gonadotrophs with strong SF1 protein expression indicating alternative epigenetic regulation. CONCLUSION/CONCLUSIONS:Our findings suggest that classification of PitNETs may benefit from DNA methylation for clinicopathological stratification.
PMID: 40295206
ISSN: 1523-5866
CID: 5833282
Molecular signatures define BAP1-altered meningioma as a distinct CNS tumor with deregulation of Polycomb repressive complex target genes
Sievers, Philipp; Arora, Sonali; Hielscher, Thomas; Savran, Dilan; Schrimpf, Daniel; Banan, Rouzbeh; Vonhören, David; Pusch, Stefan; Sill, Martin; Appay, Romain; Wirsching, Hans-Georg; Hortobagyi, Tibor; Dohmen, Hildegard; Acker, Till; Kohlhof-Meinecke, Patricia; Schweizer, Leonille; Wefers, Annika K; Harter, Patrick N; Hartmann, Christian; Beschorner, Rudi; Schittenhelm, Jens; Behling, Felix; Tabatabai, Ghazaleh; Mawrin, Christian; Snuderl, Matija; Maas, Sybren L N; Wesseling, Pieter; Brandner, Sebastian; Korshunov, Andrey; Ratliff, Miriam; Krieg, Sandro M; Wick, Wolfgang; Jones, David T W; Pfister, Stefan M; Holland, Eric C; von Deimling, Andreas; Szulzewsky, Frank; Sahm, Felix
BACKGROUND:Meningiomas are the most common primary intracranial neoplasms, with highly variable patient outcomes. While most meningiomas are benign, a significant subset recurs postoperatively, presenting substantial treatment challenges. BAP1 gene inactivation has been suggested as a marker for aggressive meningiomas, although its precise molecular and clinical roles remain poorly understood. METHODS:To comprehensively investigate BAP1-altered meningiomas, we used six meningiomas with known BAP1 alterations as a discovery set. Genome-wide DNA methylation profiling of these samples, along 11,151 reference meningiomas, identified a distinct molecular cluster (n = 42) using unsupervised visualization approaches. These tumors were further characterized by DNA/RNA sequencing, histopathological examination, and a retrospective review of clinical data, compared to reference meningioma cohorts, providing a thorough characterization of this rare tumor subtype. RESULTS:Our integrative analysis revealed BAP1-altered meningiomas as a distinct CNS tumor subtype, characterized by recurrent loss of chromosome 3p21 and driven by various BAP1-inactivating alterations. Although rhabdoid morphology is present in some cases, it is not exclusive and should not be used as a grading criterion. Progression-free survival analysis showed a median of 21 months (95% CI: 12-NA), with a 2-year overall survival rate of 79% (95% CI: 60%-100%), highlighting the aggressive nature of these tumors. Gene expression profiling revealed upregulation of PRC target genes, dysregulated Polycomb signaling, and elevated expression in several cellular and growth factor pathways. CONCLUSIONS:BAP1-altered meningiomas represent a distinct and aggressive CNS tumor subtype associated with PRC dysregulation and recurrent 3p chromosome loss. These findings support the designation "meningioma, BAP1-altered."
PMID: 40249111
ISSN: 1523-5866
CID: 5829002
MicroRNA-371-373 cluster and methylome analysis suggests that a subset of 'somatic-type' malignancies arising in germ cell tumors may originate in yolk sac tumor components
Lobo, João; Tavares, Nuno Tiago; Fonseca, Diana; Jerónimo, Carmen; Henrique, Rui; Wyvekens, Nicolas; Yang, Yiying; Snuderl, Matija; Maclean, Fiona; Gordetsky, Jennifer; Fletcher, Christopher Dm; Hirsch, Michelle S; Hornick, Jason L; Idrees, Muhammad T; Collins, Katrina; Warmke, Laura; Ulbright, Thomas M; Acosta, Andres M
Somatic-type malignancies (SMs) arising in germ cell tumors (GCTs) are aggressive neoplasms resistant to systemic treatment. Most are diagnosed in metastatic sites after chemotherapy; however, they have also been well-documented in primary testicular GCTs. Historically, SMs were thought to originate in components of teratoma that acquire molecular alterations equivalent to those that characterize their true somatic counterparts. However, recent studies have shown that SMs typically lack the hallmark molecular alterations seen in similar somatic tumors. Additionally, clinicopathologic and molecular data suggest that a subset may derive from yolk sac tumor (YST) rather than teratoma. In this study, we evaluated the relationship between conventional histological types of GCTs and SMs by comparing expression of microRNA (miR)-371-373 and genomic methylation profiles. A total of 96 samples (including multiple paired conventional GCT-SM samples from individual tumors) were assessed for miR-371-373 expression by RT-qPCR and genomic DNA methylation using a clinically validated assay. Expression of miR-371-373 was higher in conventional GCTs than in SMs (considered as a single category encompassing all histological subtypes). However, miR-371-373 expression was heterogeneous among SMs, with significantly higher levels in sarcomatoid YST (SYST) and glandular neoplasms than in other SMs. Genomic DNA methylation analysis showed that SMs (considered as a single category) did not form a distinct cluster. Instead, they grouped into multiple clusters that did not show perfect correspondence with histology and often included conventional GCTs. Genome-wide methylation assessment showed a higher abundance of hypermethylated regions in SMs than in conventional GCTs. Analysis of paired conventional GCT and 'somatic-type' components that did not meet size criteria for SMs dissected from individual tumors demonstrated separation according to histology, suggesting that epigenetic processes play a role in the transition from conventional GCT to 'somatic-type' phenotypes. Gene-level and pathway-level analyses identified MAPK/RAS signaling, mitosis/proliferation, differentiation towards neural tissue/neuroectoderm, epithelial-to-mesenchymal transition, and DNA repair as key differentially regulated processes in components with somatic-type histology, suggesting mechanisms of progression from conventional to 'somatic' phenotypes in GCT. These results support the hypothesis that a subset of SMs derive from YST and suggest that some subtypes (such as SYST) may represent 'intermediate' phenotypes. Additionally, analysis of differentially methylated promoter regions in SM identified genes and biologic processess that may underlie 'somatic tranformation' in GCTs. © 2025 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
PMID: 40152072
ISSN: 1096-9896
CID: 5817312
Metabolic profiling of adult and pediatric gliomas reveals enriched glucose availability in pediatric gliomas and increased fatty acid oxidation in adult gliomas
Sviderskiy, Vladislav O; Vasudevaraja, Varshini; Dubois, Luiz Gustavo; Stafford, James; Liu, Elisa K; Serrano, Jonathan; Possemato, Richard; Snuderl, Matija
Gliomas are the most common primary brain tumors and a major source of mortality and morbidity in adults and children. Recent genomic studies have identified multiple molecular subtypes; however metabolic characterization of these tumors has thus far been limited. We performed metabolic profiling of 114 adult and pediatric primary gliomas and integrated metabolomic data with transcriptomics and DNA methylation classes. We identified that pediatric tumors have higher levels of glucose and reduced lactate compared to adult tumors regardless of underlying genetics or grade, suggesting differences in availability of glucose and/or utilization of glucose for downstream pathways. Differences in glucose utilization in pediatric gliomas may be facilitated through overexpression of SLC2A4, which encodes the insulin-stimulated glucose transporter GLUT4. Transcriptomic comparison of adult and pediatric tumors suggests that adult tumors may have limited access to glucose and experience more hypoxia, which is supported by enrichment of lactate, 2-hydroxyglutarate (2-HG), even in isocitrate dehydrogenase (IDH) wild-type tumors, and 3-hydroxybutyrate, a ketone body that is produced by oxidation of fatty acids and ketogenic amino acids during periods of glucose scarcity. Our data support adult tumors relying more on fatty acid oxidation, as they have an abundance of acyl carnitines compared to pediatric tumors and have significant enrichment of transcripts needed for oxidative phosphorylation. Our findings suggest striking differences exist in the metabolism of pediatric and adult gliomas, which can provide new insight into metabolic vulnerabilities for therapy.
PMCID:11909955
PMID: 40087788
ISSN: 2051-5960
CID: 5812752
Predicting recurrence of meningioma using DNA methylation for clinical practice [Comment]
Groff, Karenna J; Snuderl, Matija
PMID: 39774871
ISSN: 1523-5866
CID: 5805072
Ultra-rapid droplet digital PCR enables intraoperative tumor quantification
Murphy, Zachary R; Bianchini, Emilia C; Smith, Andrew; Körner, Lisa I; Russell, Teresa; Reinecke, David; Maarouf, Nader; Wang, Yuxiu; Golfinos, John G; Miller, Alexandra M; Snuderl, Matija; Orringer, Daniel A; Evrony, Gilad D
BACKGROUND:The diagnosis and treatment of tumors often depend on molecular-genetic data. However, rapid and iterative access to molecular data is not currently feasible during surgery, complicating intraoperative diagnosis and precluding measurement of tumor cell burdens at surgical margins to guide resections. METHODS:Here, we introduce Ultra-Rapid droplet digital PCR (UR-ddPCR), a technology that achieves the fastest measurement, to date, of mutation burdens in tissue samples, from tissue to result in 15 min. Our workflow substantially reduces the time from tissue biopsy to molecular diagnosis and provides a highly accurate means of quantifying residual tumor infiltration at surgical margins. FINDINGS/RESULTS: = 0.995). CONCLUSIONS:The technology and workflow developed here enable intraoperative molecular-genetic assays with unprecedented speed and sensitivity. We anticipate that our method will facilitate novel point-of-care diagnostics and molecularly guided surgeries that improve clinical outcomes. FUNDING/BACKGROUND:This study was funded by the National Institutes of Health and NYU Grossman School of Medicine institutional funds. Reagents and instruments were provided in kind by Bio-Rad.
PMID: 40010345
ISSN: 2666-6340
CID: 5801032
The clinical and molecular landscape of diffuse hemispheric glioma, H3 G34-mutant
Le Rhun, Emilie; Bink, Andrea; Felsberg, Joerg; Gramatzki, Dorothee; Brandner, Sebastian; Benhamida, Jamal K; Wick, Antje; Tonn, Joerg C; Mohme, Malte; Tabatabai, Ghazaleh; Capper, David; Snuderl, Matija; Razis, Evangelia; Ronellenfitsch, Michael W; Neidert, Nicolas; Ng, Ho-Keung; Pohl, Ute; Bale, Tejus; Quach, Stefanie; Rieger, David; Schüller, Ulrich; Onken, Julia; Drüschler, Katharina; Maurage, Claude-Alain; Regli, Luca; Healy, Estelle; Graham, Maya; Hortobagyi, Tibor; Paine, Simon; Bridges, Leslie; Lausova, Tereza; Medici, Valentina; Sievers, Philipp; Schrimpf, David; Wick, Wolfgang; Sahm, Felix; Reifenberger, Guido; von Deimling, Andreas; Weller, Michael; ,
BACKGROUND:Diffuse hemispheric glioma, histone 3 (H3) G34-mutant, has been newly defined in the 2021 WHO classification of central nervous system tumors. Here we sought to define the prognostic roles of clinical, neuroimaging, pathological, and molecular features of these tumors. METHODS:We retrospectively assembled a cohort of 114 patients (median age 22 years) with diffuse hemispheric glioma, H3 G34-mutant, CNS WHO grade 4 and profiled the imaging, histological and molecular landscape of their tumors. RESULTS:Compared with glioblastoma, H3 G34-mutant diffuse hemispheric gliomas exhibited less avid contrast enhancement, necrosis and edema on MRI. Comprehensive analyses of mutational and DNA copy number profiles revealed recurrent mutations in TP53 and ATRX, homozygous deletions of CDKN2A/B, and amplifications of PDGFRA, EGFR, CCND2, and MYCN. MGMT promoter methylation was detected in 79 tumors (75%); 11 tumors (13%) showed DNA copy number profiles suggestive of circumscribed deletions on 10q26.3 involving the MGMT locus. Median survival was 21.5 months. Female sex, gross total resection, and MGMT promoter methylation were positive prognostic factors on univariate analysis. Among radiological, pathological and molecular features, absence of pial invasion, and presence of microvascular proliferation and CDK6 amplification were positive prognostic factors on univariate analyses. CONCLUSIONS:This study refines the clinical and molecular landscape of H3 G34-mutant diffuse hemispheric gliomas. Dedicated trials for this novel tumor type are urgently needed.
PMID: 39842935
ISSN: 1523-5866
CID: 5802312
cIMPACT-NOW update 9: Recommendations on utilization of genome-wide DNA methylation profiling for central nervous system tumor diagnostics
Aldape, Kenneth; Capper, David; von Deimling, Andreas; Giannini, Caterina; Gilbert, Mark R; Hawkins, Cynthia; Hench, Jürgen; Jacques, Thomas S; Jones, David; Louis, David N; Mueller, Sabine; Orr, Brent A; Nasrallah, MacLean; Pfister, Stefan M; Sahm, Felix; Snuderl, Matija; Solomon, David; Varlet, Pascale; Wesseling, Pieter
Genome-wide DNA methylation signatures correlate with and distinguish central nervous system (CNS) tumor types. Since the publication of the initial CNS tumor DNA methylation classifier in 2018, this platform has been increasingly used as a diagnostic tool for CNS tumors, with multiple studies showing the value and utility of DNA methylation-based classification of CNS tumors. A Consortium to Inform Molecular and Practical Approaches to CNS Tumor Taxonomy (cIMPACT-NOW) Working Group was therefore convened to describe the current state of the field and to provide advice based on lessons learned to date. Here, we provide recommendations for the use of DNA methylation-based classification in CNS tumor diagnostics, emphasizing the attributes and limitations of the modality. We emphasize that the methylation classifier is one diagnostic tool to be used alongside previously established diagnostic tools in a fully integrated fashion. In addition, we provide examples of the inclusion of DNA methylation data within the layered diagnostic reporting format endorsed by the World Health Organization (WHO) and the International Collaboration on Cancer Reporting. We emphasize the need for backward compatibility of future platforms to enable accumulated data to be compatible with new versions of the array. Finally, we outline the specific connections between methylation classes and CNS WHO tumor types to aid in the interpretation of classifier results. It is hoped that this update will assist the neuro-oncology community in the interpretation of DNA methylation classifier results to facilitate the accurate diagnosis of CNS tumors and thereby help guide patient management.
PMCID:11788596
PMID: 39902391
ISSN: 2632-2498
CID: 5783812
IDH-mutant astrocytomas with primitive neuronal component have a distinct methylation profile and a higher risk of leptomeningeal spread
Hinz, Felix; Friedel, Dennis; Korshunov, Andrey; Ippen, Franziska M; Bogumil, Henri; Banan, Rouzbeh; Brandner, Sebastian; Hasselblatt, Martin; Boldt, Henning B; Dirse, Vaidas; Dohmen, Hildegard; Aronica, Eleonora; Brodhun, Michael; Broekman, Marike L D; Capper, David; Cherkezov, Asan; Deng, Maximilian Y; van Dis, Vera; Felsberg, Jörg; Frank, Stephan; French, Pim J; Gerlach, Rüdiger; Göbel, Kirsten; Goold, Eric; Hench, Jürgen; Kantelhardt, Sven; Kohlhof-Meinecke, Patricia; Krieg, Sandro; Mawrin, Christian; Morrison, Gillian; Mühlebner, Angelika; Ozduman, Koray; Pfister, Stefan M; Poliani, Pietro Luigi; Prinz, Marco; Reifenberger, Guido; Riemenschneider, Markus J; Sankowski, Roman; Schrimpf, Daniel; Sill, Martin; Snuderl, Matija; Verdijk, Robert M; Voisin, Mathew R; Wesseling, Pieter; Wick, Wolfgang; Reuss, David E; von Deimling, Andreas; Sahm, Felix; Maas, Sybren L N; Suwala, Abigail K
IDH-mutant astrocytomas are diffuse gliomas that are defined by characteristic mutations in IDH1 or IDH2 and do not have complete 1p/19q co-deletion. The established grading criteria include histological features of brisk mitotic activity (grade 3) and necrosis and/or microvascular proliferation (grade 4). In addition, homozygous deletion of the CDKN2A/B locus has recently been implemented as a molecular marker for grade 4 IDH-mutant astrocytomas. Here, we describe a subgroup of high-grade IDH-mutant astrocytomas characterised by a primitive neuronal component based on histology and a distinct DNA methylation profile (n = 51, ASTRO PNC). Misinterpretation as carcinoma metastasis was common, since GFAP expression was absent in the primitive neuronal component, whereas TTF-1 expression was detected in 15/19 cases (79%) based on immunohistochemistry. Apart from mutations in IDH1, TP53, and ATRX, we observed enrichment for alterations in RB1 (n = 19/51, 37%) and MYCN (n = 14/51, 27%). Homozygous CDKN2A/B deletion (n = 1/51, 2%) and CDK4 amplification (n = 3/51, 6%) were relatively rare events. Clinical (n = 31 patients) and survival data (n = 23 patients) indicate a clinical behaviour similar to other CNS WHO grade 4 IDH-mutant astrocytomas, however with an increased risk for leptomeningeal (n = 7) and extra-axial (n = 2) spread. Taken together, ASTRO PNC is defined by a distinct molecular and histological appearance that can mimic metastatic disease and typically follows an aggressive clinical course.
PMCID:11790679
PMID: 39899075
ISSN: 1432-0533
CID: 5783712
Corticosteroid-dependent association between prognostic peripheral blood cell-free DNA levels and neutrophil-mediated NETosis in patients with glioblastoma
Till, Jacob E; Seewald, Nicholas J; Yazdani, Zachariya; Wang, Zhuoyang; Ballinger, Dominique; Samberg, Heather; Dandu, Siri; Macia, Camilla; Yin, Melinda; Abdalla, Aseel; Prior, Timothy; Shah, Shivani; Patel, Thara; McCoy, Emily; Mansour, Maikel; Wills, Carson A; Bochenek, Veronica; Serrano, Jonathan; Snuderl, Matija; Phillips, Richard E; O'Rourke, Donald M; Amankulor, Nduka M; Nabavizadeh, Ali; Desai, Arati S; Gollomp, Kandace; Binder, Zev A; Zhou, Wanding; Bagley, Stephen J; Carpenter, Erica L
PURPOSE/OBJECTIVE:Non-invasive prognostic biomarkers to inform clinical decision-making are an urgent unmet need for the management of patients with glioblastoma (GBM). We previously showed that higher circulating cell-free DNA concentration [ccfDNA] is associated with worse survival in GBM. However, the biology underlying this is unknown. EXPERIMENTAL DESIGN/METHODS:We prospectively enrolled 129 patients with treatment-naïve GBM with blood drawn prior to initial resection (baseline) and at time of first post-radiotherapy MRI. We performed ccfDNA methylation deconvolution to determine cellular sources of ccfDNA. ELISA was performed to detect citrullinated H3 (citH3), a marker of neutrophil extracellular traps (NETs). Multiplex proteomic analysis was used to measure soluble inflammatory proteins. RESULTS:We found that neutrophils contributed the highest proportion of prognostic ccfDNA. The percentage of ccfDNA derived from neutrophils was correlated with total [ccfDNA], but only in patients receiving pre-operative corticosteroids. At baseline and on-therapy, [citH3] was significantly higher in the plasma of patients with GBM receiving corticosteroids compared to corticosteroid-naïve GBMs or no-cancer controls. Unsupervised hierarchical clustering of ccfDNA methylation patterns yielded two clusters, with one enriched for patients with the NETosis phenotype and who received corticosteroids. Unsupervised clustering of circulating inflammatory proteins yielded similar results. CONCLUSIONS:These data suggest neutrophil-mediated NETosis is the dominant source of prognostic ccfDNA in patients with GBM and may be associated with glucocorticoid exposure. If further studies show that pharmacological inhibition of NETosis can mitigate the deleterious effects of corticosteroids, these plasma markers will have important clinical utility as non-invasive correlative biomarkers.
PMID: 39887264
ISSN: 1557-3265
CID: 5781272