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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
Increased PI3K pathway activity is associated with recurrent breast cancer in patients with low and intermediate 21-gene recurrence score
Lin, Lawrence Hsu; Wesseling-Rozendaal, Yvonne; Vasudevaraja, Varshini; Shen, Guomiao; Black, Margaret; van Strijp, Dianne; Neerken, Sigi; van de Wiel, Paul A; Jour, George; Cotzia, Paolo; Darvishian, Farbod; Snuderl, Matija
AIMS/OBJECTIVE:We investigated key signalling pathways' activity and mutational status of early-stage breast carcinomas with low and intermediate 21-gene recurrence score (RS) to identify molecular features that may predict recurrence. METHODS:This is a retrospective case-control study of 18 patients with recurrent breast carcinoma with low and intermediate 21-gene RS (<25) and control group of 15 non-recurrent breast cancer patients. DNA and mRNA were extracted from tumour tissue. mRNA expression of genes involved in oestrogen receptor (ER), androgen receptor (AR), PI3K and MAPK signalling pathways was measured by real-time quantitative reverse transcription-qPCR (OncoSIGNal G4 test, InnoSIGN). Tumour mutational landscape was assessed by targeted DNA sequencing (Oncomine Precision Assay). RESULTS:mutations, may play a role in the recurrence of early-stage breast cancer with low and intermediate 21-gene RS. Pathway analysis can help to identify high-risk patients in this setting.
PMID: 38383139
ISSN: 1472-4146
CID: 5634392
Coenzyme Q headgroup intermediates can ameliorate a mitochondrial encephalopathy
Shi, Guangbin; Miller, Claire; Kuno, Sota; Rey Hipolito, Alejandro G; El Nagar, Salsabiel; Riboldi, Giulietta M; Korn, Megan; Tran, Wyatt C; Wang, Zixuan; Ficaro, Lia; Lin, Tao; Spillier, Quentin; Gamallo-Lana, Begoña; Jones, Drew R; Snuderl, Matija; Song, Soomin C; Mar, Adam C; Joyner, Alexandra L; Sillitoe, Roy V; Banh, Robert S; Pacold, Michael E
Decreased brain levels of coenzyme Q10 (CoQ10), an endogenously synthesized lipophilic antioxidant1,2, underpin encephalopathy in primary CoQ10 deficiencies3,4 and are associated with common neurodegenerative diseases and the ageing process5,6. CoQ10 supplementation does not increase CoQ10 pools in the brain or in other tissues. The recent discovery of the mammalian CoQ10 headgroup synthesis pathway, in which 4-hydroxyphenylpyruvate dioxygenase-like protein (HPDL) makes 4-hydroxymandelate (4-HMA) to synthesize the CoQ10 headgroup precursor 4-hydroxybenzoate (4-HB)7, offers an opportunity to pharmacologically restore CoQ10 synthesis and mechanistically treat CoQ10 deficiencies. To test whether 4-HMA or 4-HB supplementation promotes CoQ10 headgroup synthesis in vivo, here we administered 4-HMA and 4-HB to Hpdl-/- mice, which model an ultra-rare, lethal mitochondrial encephalopathy in humans. Both 4-HMA and 4-HB were incorporated into CoQ9 and CoQ10 in the brains of Hpdl-/- mice. Oral treatment of Hpdl-/- pups with 4-HMA or 4-HB enabled 90-100% of Hpdl-/- mice to live to adulthood. Furthermore, 4-HB treatment stabilized and improved the neurological symptoms of a patient with progressive spasticity due to biallelic HPDL variants. Our work shows that 4-HMA and 4-HB can modify the course of mitochondrial encephalopathy driven by HPDL variants and demonstrates that CoQ10 headgroup intermediates can restore CoQ10 synthesis in vivo.
PMID: 40634618
ISSN: 1476-4687
CID: 5890992
The effect of TERT promoter mutation on predicting meningioma outcomes: a multi-institutional cohort analysis
Groff, Karenna J; Patel, Ruchit V; Feng, Yang; Ghosh, Hia S; Millares Chavez, Miguel A; O'Brien, Joseph; Chen, William C; Nitturi, Vijay; Save, Akshay V; Youngblood, Mark W; Horbinski, Craig M; Chandler, James P; Ehret, Felix; Gui, Chloe; Wang, Justin Z; Park, Kristen; Ajmera, Sonia; Rosenblum, Marc; Suwala, Abigail K; Kresbach, Catena; Mount, Christopher W; Schüller, Ulrich; Santagata, Sandro; Sahm, Felix; Bale, Tejus A; Jackson, Christina; Richardson, Timothy E; Cai, Chunyu; Nassiri, Farshad; Zadeh, Gelareh; Kaul, David; Capper, David; Magill, Stephen T; Golfinos, John G; Sen, Chandra; Patel, Akash J; Raleigh, David R; Moliterno, Jennifer; Pacione, Donato; Snuderl, Matija; Bi, Wenya Linda
BACKGROUND:Molecular aberrations have been incorporated into tumour classification guidelines of meningioma. TERT-promoter (TERTp) mutation is associated with worse prognosis and is designated a WHO grade 3 biomarker. However, it remains unclear whether TERTp mutation is context-dependent, with other co-occurring genetic alterations potentially driving its association with prognosis. We sought to characterise the role of TERTp mutation in meningioma and guide TERTp sequencing. METHODS:We identified 1492 patients of all ages who had previously received surgery for meningioma across 14 medical centres in the USA, Canada, and Germany. Patients were eligible if they had post-surgical clinical or radiographical assessment of the resection site, and TERTp status evaluated by Nov 1, 2024. Multi-modal profiling was used to assess TERTp mutation, focal gene alterations-including CDKN2A/B loss-and copy number alterations. An adjusted WHO grade was calculated for TERTp-mutant meningiomas, incorporating all WHO criteria except TERTp status. Kaplan-Meier curves and multivariable Cox proportional hazards models were used to quantify the effect of TERTp mutation on the endpoints of overall survival and recurrence-free survival across adjusted WHO grade and co-occurring molecular alterations. FINDINGS/RESULTS:64 (4·3%) of 1492 meningiomas were TERTp-mutant and 1428 (95·7%) were TERTp-wildtype. Of the TERTp-mutant meningiomas, 33 (51·6%) were from female patients and 31 (48·4%) were from male patients, and the overall median age was 67 years (IQR 60-75). Of the wildtype meningiomas, 965 (67·6%) were from female patients and 463 (32·4%) were from male patients, and the overall median age of the patients was 59 years (IQR 48-70). Data on race was inconsistently reported and thus excluded. The TERTp-mutant patients had a 5-year overall survival (49·4% [95% CI 33·7-72·4]) and 5-year recurrence-free survival (27·6% [95% CI 16·8-45·5]) resembling that of patients with WHO grade 3 TERTp-wildtype tumours (5-year overall survival 32·3% [95% CI 17·2-60·5], p=0·28, 5-year recurrence-free survival 14·3% [5·8-35·2], p=0·28). However, the TERTp-mutant group had heterogenous histological grading and was enriched for aggressive molecular features, with 1p loss present in 44 (77·2%) of 57 profiled tumours and CDKN2A/B loss in 24 (41·4%) of the 58 profiled tumours. Adjusting tumour grade revealed a subset of TERTp-mutant meningiomas that were more molecularly and clinically benign. Among TERTp-mutant tumours, CDKN2A/B loss played a defining role in stratifying tumour behaviour. Multivariable analysis confirmed this, with CDKN2A/B loss being significantly associated with shorter overall survival (HR 3·04 [95% CI 1·67-5·52], p=0·00026) and faster time to recurrence (HR 5·22 [95% CI 3·10-8·79], p<0·0001), while TERTp-mutation did not independently affect overall survival (HR 1·00 [95% CI 0·53-1·87], p=0·99) or recurrence-free survival (1·17 [95% CI 0·75-1·83], p=0·49). Sequencing for TERTp-mutation demonstrated clinical impact only among histologically WHO grade 2 meningiomas. INTERPRETATION/CONCLUSIONS:The indolent behaviour of certain TERTp-mutant meningiomas suggests that TERTp mutation is not sufficient to assign the most aggressive meningioma grade. Instead, TERT sequencing might offer prognostic utility in identifying high-risk cases among WHO grade 2 meningiomas. FUNDING/BACKGROUND:National Institutes of Health, National Institute of Neurological Disorders and Stroke, Friedberg Charitable Foundation, Courtney Meningioma Research Fund, Fleming Meningioma Research Fund, and the Gray Family Foundation.
PMID: 40907515
ISSN: 1474-5488
CID: 5936392
EGFR alteration is an adverse prognostic factor in IDH-mutant astrocytoma [Letter]
Slocum, Cheyanne C; Nguyen, Phuong; Vij, Meenakshi; Yong, Raymund L; Samanamud, Jorge; Hiya, Satomi; Maldonado-Díaz, Carolina; Umphlett, Melissa; Silva-Hurtado, Thenzing J; Hatanpaa, Kimmo J; Viapiano, Mariano S; Snuderl, Matija; Abdullah, Kalil G; McBrayer, Samuel K; Hambardzumyan, Dolores; Walker, Jamie M; Tsankova, Nadejda M; Richardson, Timothy E
PMCID:12364977
PMID: 40828325
ISSN: 1432-0533
CID: 5908932
Dual Immune Check Point Blockade in MGMT-Unmethylated Newly Diagnosed Glioblastoma: NRG Oncology BN007, a Randomized Phase II/III Clinical Trial
Lassman, Andrew B; Polley, Mei-Yin C; Iwamoto, Fabio M; Sloan, Andrew E; Wang, Tony J C; Aldape, Kenneth D; Wefel, Jeffrey S; Gondi, Vinai; Gutierrez, Alonso N; Manasawala, Mohammed H; Gilbert, Mark R; Sulman, Erik P; Wolchok, Jedd D; Green, Richard M; Neil, Elizabeth C; Lukas, Rimas V; Goldlust, Samuel A; Snuderl, Matija; Galbraith, Kristyn; Dignam, James J; Won, Minhee; Mehta, Minesh P
PURPOSE/OBJECTIVE:) disease. NRG Oncology BN002 (phase I) demonstrated safety and suggested efficacy of ipilimumab (ipi) with nivolumab (nivo) in newly diagnosed glioblastoma, leading to this phase II/III trial. METHODS:) of .15, superior PFS with immunotherapy in phase II would lead to phase III overall survival (OS) testing. Corticosteroids were disallowed when starting immunotherapy. Diagnosis, biomarkers, and PFS were centrally assessed. RESULTS:= .36). CONCLUSION/CONCLUSIONS:glioblastoma versus TMZ. Accrual closed permanently; the trial will not proceed to phase III. No new safety signals were identified. Molecular correlative analyses and survival follow-up are ongoing.
PMID: 40779733
ISSN: 1527-7755
CID: 5905492
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
Fast intraoperative detection of primary CNS lymphoma and differentiation from common CNS tumors using stimulated Raman histology and deep learning
Reinecke, David; Maarouf, Nader; Smith, Andrew; Alber, Daniel; Markert, John; Goff, Nicolas K; Hollon, Todd C; Chowdury, Asadur; Jiang, Cheng; Hou, Xinhai; Meissner, Anna-Katharina; Fürtjes, Gina; Ruge, Maximilian I; Ruess, Daniel; Stehle, Thomas; Al-Shughri, Abdulkader; Körner, Lisa I; Widhalm, Georg; Roetzer-Pejrimovsky, Thomas; Golfinos, John G; Snuderl, Matija; Neuschmelting, Volker; Orringer, Daniel A
BACKGROUND:Accurate intraoperative diagnosis is crucial for differentiating between primary CNS lymphoma (PCNSL) and other CNS entities, guiding surgical decision-making, but represents significant challenges due to overlapping histomorphological features, time constraints, and differing treatment strategies. We combined stimulated Raman histology (SRH) with deep learning to address this challenge. METHODS:We imaged unprocessed, label-free tissue samples intraoperatively using a portable Raman scattering microscope, generating virtual H&E-like images within less than three minutes. We developed a deep learning pipeline called RapidLymphoma based on a self-supervised learning strategy to (1) detect PCNSL, (2) differentiate from other CNS entities, and (3) test the diagnostic performance in a prospective international multicenter cohort and two additional independent test cohorts. We trained on 54,000 SRH patch images sourced from surgical resections and stereotactic-guided biopsies, including various CNS neoplastic/non-neoplastic lesions. Training and test data were collected from four tertiary international medical centers. The final histopathological diagnosis served as ground-truth. RESULTS:In the prospective test cohort of PCNSL and non-PCNSL entities (n=160), RapidLymphoma achieved an overall balanced accuracy of 97.81% ±0.91, non-inferior to frozen section analysis in detecting PCNSL (100% vs. 77.77%). The additional test cohorts (n=420, n=59) reached balanced accuracy rates of 95.44% ±0.74 and 95.57% ±2.47 in differentiating IDH-wildtype diffuse gliomas and various brain metastasis from PCNSL. Visual heatmaps revealed RapidLymphoma's capabilities to detect class-specific histomorphological key features. CONCLUSIONS:RapidLymphoma proves reliable and valid for intraoperative PCNSL detection and differentiation from other CNS entities. It provides visual feedback within three minutes, enabling fast clinical decision-making and subsequent treatment strategy planning.
PMID: 39673805
ISSN: 1523-5866
CID: 5762022
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