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Clinical utility of whole-genome DNA methylation profiling as a primary molecular diagnostic assay for central nervous system tumors-A prospective study and guidelines for clinical testing

Galbraith, Kristyn; Vasudevaraja, Varshini; Serrano, Jonathan; Shen, Guomiao; Tran, Ivy; Abdallat, Nancy; Wen, Mandisa; Patel, Seema; Movahed-Ezazi, Misha; Faustin, Arline; Spino-Keeton, Marissa; Roberts, Leah Geiser; Maloku, Ekrem; Drexler, Steven A; Liechty, Benjamin L; Pisapia, David; Krasnozhen-Ratush, Olga; Rosenblum, Marc; Shroff, Seema; Boué, Daniel R; Davidson, Christian; Mao, Qinwen; Suchi, Mariko; North, Paula; Hopp, Amanda; Segura, Annette; Jarzembowski, Jason A; Parsons, Lauren; Johnson, Mahlon D; Mobley, Bret; Samore, Wesley; McGuone, Declan; Gopal, Pallavi P; Canoll, Peter D; Horbinski, Craig; Fullmer, Joseph M; Farooqui, Midhat S; Gokden, Murat; Wadhwani, Nitin R; Richardson, Timothy E; Umphlett, Melissa; Tsankova, Nadejda M; DeWitt, John C; Sen, Chandra; Placantonakis, Dimitris G; Pacione, Donato; Wisoff, Jeffrey H; Teresa Hidalgo, Eveline; Harter, David; William, Christopher M; Cordova, Christine; Kurz, Sylvia C; Barbaro, Marissa; Orringer, Daniel A; Karajannis, Matthias A; Sulman, Erik P; Gardner, Sharon L; Zagzag, David; Tsirigos, Aristotelis; Allen, Jeffrey C; Golfinos, John G; Snuderl, Matija
BACKGROUND/UNASSIGNED:Central nervous system (CNS) cancer is the 10th leading cause of cancer-associated deaths for adults, but the leading cause in pediatric patients and young adults. The variety and complexity of histologic subtypes can lead to diagnostic errors. DNA methylation is an epigenetic modification that provides a tumor type-specific signature that can be used for diagnosis. METHODS/UNASSIGNED:We performed a prospective study using DNA methylation analysis as a primary diagnostic method for 1921 brain tumors. All tumors received a pathology diagnosis and profiling by whole genome DNA methylation, followed by next-generation DNA and RNA sequencing. Results were stratified by concordance between DNA methylation and histopathology, establishing diagnostic utility. RESULTS/UNASSIGNED:Of the 1602 cases with a World Health Organization histologic diagnosis, DNA methylation identified a diagnostic mismatch in 225 cases (14%), 78 cases (5%) did not classify with any class, and in an additional 110 (7%) cases DNA methylation confirmed the diagnosis and provided prognostic information. Of 319 cases carrying 195 different descriptive histologic diagnoses, DNA methylation provided a definitive diagnosis in 273 (86%) cases, separated them into 55 methylation classes, and changed the grading in 58 (18%) cases. CONCLUSIONS/UNASSIGNED:DNA methylation analysis is a robust method to diagnose primary CNS tumors, improving diagnostic accuracy, decreasing diagnostic errors and inconclusive diagnoses, and providing prognostic subclassification. This study provides a framework for inclusion of DNA methylation profiling as a primary molecular diagnostic test into professional guidelines for CNS tumors. The benefits include increased diagnostic accuracy, improved patient management, and refinements in clinical trial design.
PMCID:10355794
PMID: 37476329
ISSN: 2632-2498
CID: 5536102

Current Role and Future Potential of CSF ctDNA for the Diagnosis and Clinical Management of Pediatric Central Nervous System Tumors

Miller, Alexandra M; Karajannis, Matthias A
Most pediatric central nervous system (CNS) tumors are located in eloquent anatomic areas, making surgical resection and, in some cases, even biopsy risky or impossible. This diagnostic predicament coupled with the move toward molecular classification for diagnosis has exposed an urgent need to develop a minimally invasive means to obtain diagnostic information. In non-CNS solid tumors, the detection of circulating tumor DNA (ctDNA) in plasma and other bodily fluids has been incorporated into routine practice and clinical trial design for selection of molecular targeted therapy and longitudinal monitoring. For primary CNS tumors, however, detection of ctDNA in plasma has been challenging. This is likely related at least in part to anatomic factors such as the blood-brain barrier. Due to the proximity of primary CNS tumors to the cerebrospinal fluid (CSF) space, our group and others have turned to CSF as a rich alternative source of ctDNA. Although multiple studies at this time have demonstrated the feasibility of CSF ctDNA detection across multiple types of pediatric CNS tumors, the optimal role and utility of CSF ctDNA in the clinical setting has not been established. This review discusses the work-to-date on CSF ctDNA liquid biopsy in pediatric CNS tumors and the associated technical challenges, and reviews the promising opportunities that lie ahead for integration of CSF ctDNA liquid biopsy into clinical care and clinical trial design.
PMCID:10050207
PMID: 36509077
ISSN: 1540-1413
CID: 5770472

Tapping into the genome: the role of CSF ctDNA liquid biopsy in glioma

Friedman, Joshua S; Hertz, Charli Ann J; Karajannis, Matthias A; Miller, Alexandra M
Liquid biopsy has emerged as a novel noninvasive tool in cancer diagnostics. While significant strides have been made in other malignancies using liquid biopsy for diagnosis, disease monitoring, and treatment selection, development of these assays has been more challenging for brain tumors. Recently, research in primary and metastatic brain tumors has begun to harness the potential utility of liquid biopsy-particularly using circulating tumor DNA (ctDNA). Initial studies to identify ctDNA in plasma of brain tumor patients have shown feasibility, but the yield of ctDNA is far below that for other malignancies. Attention has therefore turned to the cerebrospinal fluid (CSF) as a more robust source of ctDNA. This review discusses the unique considerations in liquid biopsy for glioma and places them in the context of the work to date. We address the utility of CSF liquid biopsy for diagnosis, longitudinal monitoring, tracking tumor evolution, clinical trial eligibility, and prognostication. We discuss the differences in assay requirements for each clinical application to best optimize factors such as efficacy, cost, and speed. Ultimately, CSF liquid biopsy has the potential to transform how we manage primary brain tumor patients.
PMCID:9650472
PMID: 36380863
ISSN: 2632-2498
CID: 5770442

Next-generation sequencing of cerebrospinal fluid for clinical molecular diagnostics in pediatric, adolescent and young adult brain tumor patients

Miller, Alexandra M; Szalontay, Luca; Bouvier, Nancy; Hill, Katherine; Ahmad, Hamza; Rafailov, Johnathan; Lee, Alex J; Rodriguez-Sanchez, M Irene; Yildirim, Onur; Patel, Arti; Bale, Tejus A; Benhamida, Jamal K; Benayed, Ryma; Arcila, Maria E; Donzelli, Maria; Dunkel, Ira J; Gilheeney, Stephen W; Khakoo, Yasmin; Kramer, Kim; Sait, Sameer F; Greenfield, Jeffrey P; Souweidane, Mark M; Haque, Sofia; Mauguen, Audrey; Berger, Michael F; Mellinghoff, Ingo K; Karajannis, Matthias A
BACKGROUND:Safe sampling of central nervous system tumor tissue for diagnostic purposes may be difficult if not impossible, especially in pediatric patients, and an unmet need exists to develop less invasive diagnostic tests. METHODS:We report our clinical experience with minimally invasive molecular diagnostics using a clinically validated assay for sequencing of cerebrospinal fluid (CSF) cell-free DNA (cfDNA). All CSF samples were collected as part of clinical care, and results reported to both clinicians and patients/families. RESULTS:We analyzed 64 CSF samples from 45 pediatric, adolescent and young adult (AYA) patients (pediatric = 25; AYA = 20) with primary and recurrent brain tumors across 12 histopathological subtypes including high-grade glioma (n = 10), medulloblastoma (n = 10), pineoblastoma (n = 5), low-grade glioma (n = 4), diffuse leptomeningeal glioneuronal tumor (DLGNT) (n = 4), retinoblastoma (n = 4), ependymoma (n = 3), and other (n = 5). Somatic alterations were detected in 30/64 samples (46.9%) and in at least one sample per unique patient in 21/45 patients (46.6%). CSF cfDNA positivity was strongly associated with the presence of disseminated disease at the time of collection (81.5% of samples from patients with disseminated disease were positive). No association was seen between CSF cfDNA positivity and the timing of CSF collection during the patient's disease course. CONCLUSIONS:We identified three general categories where CSF cfDNA testing provided additional relevant diagnostic, prognostic, and/or therapeutic information, impacting clinical assessment and decision making: (1) diagnosis and/or identification of actionable alterations; (2) monitor response to therapy; and (3) tracking tumor evolution. Our findings support broader implementation of clinical CSF cfDNA testing in this population to improve care.
PMID: 35148412
ISSN: 1523-5866
CID: 5671142

CLINICAL OUTCOME OF PEDIATRIC MEDULLOBLASTOMA PATIENTS WITH LI-FRAUMENI SYNDROME [Meeting Abstract]

Kolodziejczak, A; Guerrini-Rousseau, L; Planchon, J M; Ecker, J; Selt, F; Mynarek, M; Obrecht, D; Sill, M; Hirsch, S; Sturm, D; Waszak, S M; Ramaswamy, V; Pentikainen, V; Demir, H A; Clifford, S C; Schwalbe, E; Massimi, L; Snuderl, M; Galbraith, K; Karajannis, M A; Hill, K; Li, B; White, C L; Redmond, S; Loizos, L; Jakob, M; Kordes, U; Schmid, I; Hauer, J; Blattmann, C; Filippidou, M; Scheurlen, W; Kontny, U; Grund, K; Sutter, C; Pietsch, T; Van, Tilburg C M; Frank, S; Schewe, D M; Malkin, D; Taylor, M D; Tabori, U; Bouffet, E; Kool, M; Sahm, F; Von, Deimling A; Korshunov, A; Von, Hoff K; Kratz, C; Jones, D T W; Rutkowski, S; Witt, O; Bougeard, G; Pajtler, K W; Pfister, S M; Bourdeaut, F; Milde, T
PURPOSE: The prognosis for SHH-medulloblastoma (MB) patients with Li-Fraumeni syndrome (LFS) is poor. Due to lack of comprehensive data for these patients, it is challenging to establish effective therapeutic recommendations. We here describe the largest retrospective cohort of pediatric LFS SHH-MB patients to date and their clinical outcomes.
PATIENTS AND METHODS: N=31 patients with LFS SHH-MB were included in this retrospective multicenter study. TP53 variant type, clinical parameters including treatment modalities, event-free survival (EFS) and overall survival (OS), as well as recurrence patterns and incidence of secondary neoplasms, were evaluated.
RESULT(S): All LFS-MBs were classified as SHH subgroup, in 30/31 cases based on DNA methylation analysis. The majority of constitutional TP53 variants (72%) represented missense variants, and all except two truncating variants were located within the DNA-binding domain. 54% were large cell anaplastic, 69% gross totally resected and 81% had M0 status. The 2-(y)ear and 5-(y)ear EFS were 26% and 8,8%, respectively, and 2y- and 5y-OS 40% and 12%. Patients who received post-operative radiotherapy (RT) followed by chemotherapy (CT) showed significantly better outcomes (2y-EFS:43%) compared to patients who received CT before RT (30%) (p<0.05). The 2y-EFS and 2y-OS were similar when treated with protocols including high-dose chemotherapy (EFS:22%, OS:44%) compared to patients treated with maintenance-type chemotherapy (EFS:31%, OS:45%). Recurrence occurred in 73.3% of cases independent of resection or M-status, typically within the radiation field (75% of RT-treated patients). Secondary malignancies developed in 12.5% and were cause of death in all affected patients.
CONCLUSION(S): Patients with LFS-MBs have a dismal prognosis. This retrospective study suggests that upfront RT may increase EFS, while intensive therapeutic approaches including high-dose chemotherapy did not translate into increased survival of this patient group. To improve outcomes of LFS-MB patients, prospective collection of clinical data and development of treatment guidelines are required
EMBASE:638510949
ISSN: 1523-5866
CID: 5292022

PATZ1 fusions define a novel molecularly distinct neuroepithelial tumor entity with a broad histological spectrum

Alhalabi, Karam T; Stichel, Damian; Sievers, Philipp; Peterziel, Heike; Sommerkamp, Alexander C; Sturm, Dominik; Wittmann, Andrea; Sill, Martin; Jäger, Natalie; Beck, Pengbo; Pajtler, Kristian W; Snuderl, Matija; Jour, George; Delorenzo, Michael; Martin, Allison M; Levy, Adam; Dalvi, Nagma; Hansford, Jordan R; Gottardo, Nicholas G; Uro-Coste, Emmanuelle; Maurage, Claude-Alain; Godfraind, Catherine; Vandenbos, Fanny; Pietsch, Torsten; Kramm, Christof; Filippidou, Maria; Kattamis, Antonis; Jones, Chris; Øra, Ingrid; Mikkelsen, Torben Stamm; Zapotocky, Michal; Sumerauer, David; Scheie, David; McCabe, Martin; Wesseling, Pieter; Tops, Bastiaan B J; Kranendonk, Mariëtte E G; Karajannis, Matthias A; Bouvier, Nancy; Papaemmanuil, Elli; Dohmen, Hildegard; Acker, Till; von Hoff, Katja; Schmid, Simone; Miele, Evelina; Filipski, Katharina; Kitanovski, Lidija; Krskova, Lenka; Gojo, Johannes; Haberler, Christine; Alvaro, Frank; Ecker, Jonas; Selt, Florian; Milde, Till; Witt, Olaf; Oehme, Ina; Kool, Marcel; von Deimling, Andreas; Korshunov, Andrey; Pfister, Stefan M; Sahm, Felix; Jones, David T W
Large-scale molecular profiling studies in recent years have shown that central nervous system (CNS) tumors display a much greater heterogeneity in terms of molecularly distinct entities, cellular origins and genetic drivers than anticipated from histological assessment. DNA methylation profiling has emerged as a useful tool for robust tumor classification, providing new insights into these heterogeneous molecular classes. This is particularly true for rare CNS tumors with a broad morphological spectrum, which are not possible to assign as separate entities based on histological similarity alone. Here, we describe a molecularly distinct subset of predominantly pediatric CNS neoplasms (n = 60) that harbor PATZ1 fusions. The original histological diagnoses of these tumors covered a wide spectrum of tumor types and malignancy grades. While the single most common diagnosis was glioblastoma (GBM), clinical data of the PATZ1-fused tumors showed a better prognosis than typical GBM, despite frequent relapses. RNA sequencing revealed recurrent MN1:PATZ1 or EWSR1:PATZ1 fusions related to (often extensive) copy number variations on chromosome 22, where PATZ1 and the two fusion partners are located. These fusions have individually been reported in a number of glial/glioneuronal tumors, as well as extracranial sarcomas. We show here that they are more common than previously acknowledged, and together define a biologically distinct CNS tumor type with high expression of neural development markers such as PAX2, GATA2 and IGF2. Drug screening performed on the MN1:PATZ1 fusion-bearing KS-1 brain tumor cell line revealed preliminary candidates for further study. In summary, PATZ1 fusions define a molecular class of histologically polyphenotypic neuroepithelial tumors, which show an intermediate prognosis under current treatment regimens.
PMID: 34417833
ISSN: 1432-0533
CID: 5006432

Molecular profiling of pediatric meningiomas shows tumor characteristics distinct from adult meningiomas

Kirches, Elmar; Sahm, Felix; Korshunov, Andrey; Bluecher, Christina; Waldt, Natalie; Kropf, Siegfried; Schrimpf, Daniel; Sievers, Philipp; Stichel, Damian; Schüller, Ulrich; Schittenhelm, Jens; Riemenschneider, Markus J; Karajannis, Matthias A; Perry, Arie; Pietsch, Torsten; Boekhoff, Svenja; Capper, David; Beck, Katja; Paramasivam, Nagarajan; Schlesner, Matthias; Brastianos, Priscilla K; Müller, Hermann L; Pfister, Stefan M; Mawrin, Christian
In contrast to adults, meningiomas are uncommon tumors in childhood and adolescence. Whether adult and pediatric meningiomas differ on a molecular level is unclear. Here we report detailed genomic analyses of 37 pediatric meningiomas by sequencing and DNA methylation profiling. Histologically, the series was dominated by meningioma subtypes with aggressive behavior, with 70% of patients suffering from WHO grade II or III meningiomas. The most frequent cytogenetic aberrations were loss of chromosomes 22 (23/37 [62%]), 1 (9/37 [24%]), 18 (7/37 [19%]), and 14 (5/37 [14%]). Tumors with NF2 alterations exhibited overall increased chromosomal instability. Unsupervised clustering of DNA methylation profiles revealed separation into three groups: designated group 1 composed of clear cell and papillary meningiomas, whereas group 2A comprised predominantly atypical meningiomas and group 2B enriched for rare high-grade subtypes (rhabdoid, chordoid). Meningiomas from NF2 patients clustered exclusively within groups 1 and 2A. When compared with a dataset of 105 adult meningiomas, the pediatric meningiomas largely grouped separately. Targeted panel DNA sequencing of 34 tumors revealed frequent NF2 alterations, while other typical alterations found in adult non-NF2 tumors were absent. These data demonstrate that pediatric meningiomas are characterized by molecular features distinct from adult tumors.
PMID: 34495383
ISSN: 1432-0533
CID: 5011992

Phase 0 Clinical Trial of Everolimus in Patients with Vestibular Schwannoma or Meningioma

Karajannis, Matthias A; Mauguen, Audrey; Maloku, Ekrem; Xu, Qingwen; Dunbar, Erin M; Plotkin, Scott R; Yaffee, Anna; Wang, Shiyang; Roland, J Thomas; Sen, Chandranath; Placantonakis, Dimitris G; Golfinos, John G; Allen, Jeffrey C; Vitanza, Nicholas A; Chiriboga, Luis A; Schneider, Robert J; Deng, Jingjing; Neubert, Thomas A; Goldberg, Judith D; Zagzag, David; Giancotti, Filippo G; Blakeley, Jaishri O
Inhibition of mTORC1 signaling has been shown to diminish growth of meningiomas and schwannomas in preclinical studies, and clinical data suggest that everolimus, an orally administered mTORC1 inhibitor, may slow tumor progression in a subset of NF2 patients with vestibular schwannoma (VS). To assess the pharmacokinetics, pharmacodynamics and potential mechanisms of treatment resistance, we performed a pre-surgical (phase 0) clinical trial of everolimus in patients undergoing elective surgery for VS or meningiomas. Eligible patients with meningioma or VS requiring tumor resection enrolled on study received everolimus 10 mg daily for 10 days immediately prior to surgery. Everolimus blood levels were determined immediately prior to and after surgery. Tumor samples were collected intraoperatively. Ten patients completed protocol therapy. Median pre- and post-operative blood levels of everolimus were found to be in a high therapeutic range (17.4 ng/ml and 9.4 ng/ml, respectively). Median tumor tissue drug concentration determined by mass spectrometry was 24.3 pg/mg (range 9.2-169.2). We observed only partial inhibition of phospho-S6 in the treated tumors, indicating incomplete target inhibition compared to control tissues from untreated patients (p=0.025). Everolimus led to incomplete inhibition of mTORC1 and downstream signaling. These data may explain the limited anti-tumor effect of everolimus observed in clinical studies for NF2 patients and will inform the design of future pre-clinical and clinical studies targeting mTORC1 in meningiomas and schwannomas.
PMID: 34224367
ISSN: 1538-8514
CID: 4932142

Pediatric spinal cord gliomas-low grade but high risk for recurrence: should we treat them differently from intracranial low-grade gliomas? [Comment]

Sait, Sameer Farouk; Karajannis, Matthias A
PMID: 33705546
ISSN: 1523-5866
CID: 4931902

Clinical Experience of Cerebrospinal Fluid-Based Liquid Biopsy Demonstrates Superiority of Cell-Free DNA over Cell Pellet Genomic DNA for Molecular Profiling

Bale, Tejus A; Yang, Soo-Ryum; Solomon, James P; Nafa, Khedoudja; Middha, Sumit; Casanova, Jacklyn; Sadowska, Justyna; Skakodub, Anna; Ahmad, Hamza; Yu, Helena A; Riely, Greg J; Kris, Mark G; Chandarlapaty, Sarat; Rosenblum, Marc K; Gavrilovic, Igor; Karajannis, Matthias A; Pentsova, Elena; Miller, Alexandra; Boire, Adrienne; Mellinghoff, Ingo; Berger, Michael F; Zehir, Ahmet; Ladanyi, Marc; Benayed, Ryma; Arcila, Maria E
Cell-free DNA (cfDNA) from cerebrospinal fluid (CSF) offers unique opportunities for genomic profiling of tumors involving the central nervous system but remains uncommonly used in clinical practice. We describe our clinical experience using cfDNA from CSF for routine molecular testing using Memorial Sloan Kettering Integrated Mutation Profiling of Actionable Cancer Targets (targeting 468 cancer-related genes). In all, 148 cfDNA samples were assessed, comparing results of cfDNA versus genomic DNA (gDNA; gDNA from cell pellets) derived from the same CSF sample and the primary tumor. Of these, 71.6% (106/148) were successfully sequenced. Somatic alterations (mutations and fusions) were observed in 70.8% (75/106) of the samples; 97.3% (73/75) comprised variants confirming central nervous system involvement by a previously diagnosed tumor, 14.7% (11/75) had additional variants consistent with a therapy-related resistance mechanism, and 2.7% (2/75) had variants that independently diagnosed a new primary. Among samples with paired cfDNA and gDNA sequencing results, cfDNA was more frequently positive for at least one mutation [43.6% (55/126) versus 19.8% (25/126)] and harbored 1.6× more mutations (6.94 versus 4.65; P = 0.005), with higher mean variant allele fractions (41.1% versus 13.0%; P < 0.0001). Among mutation-positive cfDNAs, the corresponding gDNA was frequently negative (44.6%; 25/55) or failed sequencing (17.8%; 9/55). Routine molecular profiling of cfDNA is superior to gDNA from CSF, facilitating the capture of mutations at high variant allele frequency, even in the context of a negative cytology.
PMCID:8207471
PMID: 33781965
ISSN: 1943-7811
CID: 5671082