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Variant allelic frequencies of driver mutations can identify gliomas with potentially false-negative MGMT promoter methylation results
McCord, Matthew; Jamshidi, Pouya; Thirunavu, Vineeth; Santana-Santos, Lucas; Vormittag-Nocito, Erica; Dittman, David; Parker, Stephanie; Baczkowski, Joseph; Jennings, Lawrence; Walshon, Jordain; McCortney, Kathleen; Galbraith, Kristyn; Zhang, Hui; Lukas, Rimas V; Stupp, Roger; Dixit, Karan; Kumthekar, Priya; Heimberger, Amy B; Snuderl, Matija; Horbinski, Craig
MGMT promoter methylation testing is required for prognosis and predicting temozolomide response in gliomas. Accurate results depend on sufficient tumor cellularity, but histologic estimates of cellularity are subjective. We sought to determine whether driver mutation variant allelic frequency (VAF) could serve as a more objective metric for cellularity and identify possible false-negative MGMT samples. Among 691 adult-type diffuse gliomas, MGMT promoter methylation was assessed by pyrosequencing (N = 445) or DNA methylation array (N = 246); VAFs of TERT and IDH driver mutations were assessed by next generation sequencing. MGMT results were analyzed in relation to VAF. By pyrosequencing, 56% of all gliomas with driver mutation VAF ≥ 0.325 had MGMT promoter methylation, versus only 37% with VAF < 0.325 (p < 0.0001). The mean MGMT promoter pyrosequencing score was 19.3% for samples with VAF VAF ≥ 0.325, versus 12.7% for samples with VAF < 0.325 (p < 0.0001). Optimal VAF cutoffs differed among glioma subtypes (IDH wildtype glioblastoma: 0.12-0.18, IDH mutant astrocytoma: ~0.33, IDH mutant and 1p/19q co-deleted oligodendroglioma: 0.3-0.4). Methylation array was more sensitive for MGMT promoter methylation at lower VAFs than pyrosequencing. Microscopic examination tended to overestimate tumor cellularity when VAF was low. Re-testing low-VAF cases with methylation array and droplet digital PCR (ddPCR) confirmed that a subset of them had originally been false-negative. We conclude that driver mutation VAF is a useful quality assurance metric when evaluating MGMT promoter methylation tests, as it can help identify possible false-negative cases.
PMCID:10623846
PMID: 37919784
ISSN: 2051-5960
CID: 5590322
DNA Methylation Signature of Synchronous Endometrioid Endometrial and Ovarian Carcinomas
Hsu Lin, Lawrence; Allison, Douglas H R; Turashvili, Gulisa; Vasudevaraja, Varshini; Tran, Ivy; Serrano, Jonathan; Weigelt, Britta; Ladanyi, Marc; Abu-Rustum, Nadeem R; Snuderl, Matija; Chiang, Sarah
Next-generation sequencing (NGS) studies have demonstrated that co-occurring sporadic endometrioid endometrial carcinoma (EEC) and endometrioid ovarian carcinoma (EOC) are clonally related, suggesting that they originate from a single primary tumor. Despite clonality, synchronous EEC and EOC when diagnosed at early stage behave indolently, similar to isolated primary EEC or isolated primary EOC. In the present study, we compared the DNA methylation signatures of co-occurring EEC and EOC with those of isolated primary EEC and isolated primary EOC. We also performed targeted NGS to assess the clonal relatedness of 7 co-occurring EEC and EOC (4 synchronous EEC and EOC and 3 metastatic EEC based on pathologic criteria). NGS confirmed a clonal relationship in all co-occurring EEC and EOC. DNA methylation profiling showed distinct epigenetic signatures of isolated primary EEC and isolated primary EOC. Endometrial tumors from co-occurring EEC and EOC clustered with isolated primary EEC while their ovarian counterparts clustered with isolated primary EOC. Three co-occurring EEC and EOC cases with peritoneal lesions showed a closer epigenetic signature and copy number variation profile between the peritoneal lesion and EOC than EEC. In conclusion, synchronous sporadic EEC and EOC are clonally related but demonstrate a shift in DNA methylation signatures between ovarian and endometrial tumors as well as epigenetic overlap between ovarian and peritoneal tumors. Our results suggest that tumor microenvironment in the ovary may play a role in epigenetic modulation of metastatic EEC.
PMID: 37652400
ISSN: 1530-0285
CID: 5611432
Endometrial/Endometrioid Stromal Tumors With Extensive Whorling and CTNNB1 Translocation : A Report of 3 Cases [Case Report]
Boyraz, Baris; da Cruz Paula, Arnaud; Deveraux, Kelly A; Tran, Ivy; da Silva, Edaise M; Young, Robert H; Snuderl, Matija; Weigelt, Britta; Oliva, Esther
Endometrial/endometrioid stromal tumors are rare and morphologically heterogenous, and their diagnosis may be challenging. We identified 3 endometrial/endometrioid stromal tumors with identical and previously undescribed histologic features and herein report their morphologic, immunohistochemical, and molecular profiles. Patients were 53, 62, and 79 years. Tumors were well-circumscribed, tan-yellow solid masses measuring 10.0, 11.0, and 18.7 cm, and were intramyometrial (n=2) or in the broad ligament (n=1). All showed small, tight whorls of epithelioid to slightly spindled tumor cells with minimal cytoplasm and negligible mitoses, multifocally associated with hyalinization and myxoid change set in a loose fibroblastic background with small, delicate vessels. This morphology was seen throughout in 1 tumor and in ∼20% and 70% of the 2 others with the remaining areas showing sex cord-like differentiation. Tumor cells expressed CD10 (3/3, 1 focal), calretinin (3/3 diffuse), WT1 (3/3 diffuse), estrogen receptor (1/1, diffuse). RNA-sequencing was successful in 1 tumor and revealed a GREB1-CTNNB1 in-frame fusion. All 3 tumors harbored a CTNNB1 translocation by fluorescence in situ hybridization correlating with nuclear β-catenin expression. Whole-genome DNA methylation analysis classified all 3 tumors within the low-grade endometrial stromal sarcoma reference class with flat copy number profiles. One patient (79-y-old) died of unrelated causes 2 months after surgery and the other 2 were alive without disease after 13 and 75 months. We have described a rare subset of endometrial/endometrioid stromal tumors with extensive whorling and a CTNNB1 translocation, expanding the morphologic and molecular spectrum of these neoplasms.
PMID: 37584555
ISSN: 1532-0979
CID: 5610032
Inflammation in the tumor-adjacent lung as a predictor of clinical outcome in lung adenocarcinoma
Dolgalev, Igor; Zhou, Hua; Murrell, Nina; Le, Hortense; Sakellaropoulos, Theodore; Coudray, Nicolas; Zhu, Kelsey; Vasudevaraja, Varshini; Yeaton, Anna; Goparaju, Chandra; Li, Yonghua; Sulaiman, Imran; Tsay, Jun-Chieh J; Meyn, Peter; Mohamed, Hussein; Sydney, Iris; Shiomi, Tomoe; Ramaswami, Sitharam; Narula, Navneet; Kulicke, Ruth; Davis, Fred P; Stransky, Nicolas; Smolen, Gromoslaw A; Cheng, Wei-Yi; Cai, James; Punekar, Salman; Velcheti, Vamsidhar; Sterman, Daniel H; Poirier, J T; Neel, Ben; Wong, Kwok-Kin; Chiriboga, Luis; Heguy, Adriana; Papagiannakopoulos, Thales; Nadorp, Bettina; Snuderl, Matija; Segal, Leopoldo N; Moreira, Andre L; Pass, Harvey I; Tsirigos, Aristotelis
Approximately 30% of early-stage lung adenocarcinoma patients present with disease progression after successful surgical resection. Despite efforts of mapping the genetic landscape, there has been limited success in discovering predictive biomarkers of disease outcomes. Here we performed a systematic multi-omic assessment of 143 tumors and matched tumor-adjacent, histologically-normal lung tissue with long-term patient follow-up. Through histologic, mutational, and transcriptomic profiling of tumor and adjacent-normal tissue, we identified an inflammatory gene signature in tumor-adjacent tissue as the strongest clinical predictor of disease progression. Single-cell transcriptomic analysis demonstrated the progression-associated inflammatory signature was expressed in both immune and non-immune cells, and cell type-specific profiling in monocytes further improved outcome predictions. Additional analyses of tumor-adjacent transcriptomic data from The Cancer Genome Atlas validated the association of the inflammatory signature with worse outcomes across cancers. Collectively, our study suggests that molecular profiling of tumor-adjacent tissue can identify patients at high risk for disease progression.
PMCID:10632519
PMID: 37938580
ISSN: 2041-1723
CID: 5609852
DNA Methylation Identifies Epigenetic Subtypes of Triple-Negative Breast Cancers With Distinct Clinicopathologic and Molecular Features
Lin, Lawrence Hsu; Tran, Ivy; Yang, Yiying; Shen, Guomiao; Miah, Pabel; Cotzia, Paolo; Roses, Daniel; Schnabel, Freya; Darvishian, Farbod; Snuderl, Matija
Triple-negative breast cancers (TNBC) include diverse carcinomas with heterogeneous clinical behavior. DNA methylation is a useful tool in classifying a variety of cancers. In this study, we analyzed TNBC using DNA methylation profiling and compared the results to those of mutational analysis. DNA methylation profiling (Infinium MethylationEPIC array, Illumina) and 50-gene panel-targeted DNA sequencing were performed in 44 treatment-naïve TNBC. We identified 3 distinct DNA methylation clusters with specific clinicopathologic and molecular features. Cluster 1 (phosphoinositide 3-kinase/protein kinase B-enriched cluster; n = 9) patients were significantly older (mean age, 71 years; P = .008) with tumors that were more likely to exhibit apocrine differentiation (78%; P < .001), a lower grade (44% were grade 2), a lower proliferation index (median Ki-67, 15%; P = .002), and lower tumor-infiltrating lymphocyte fractions (median, 15%; P = .0142). Tumors carried recurrent PIK3CA and AKT1 mutations and a higher percentage of low HER-2 expression (89%; P = .033). Cluster 3 (chromosomal instability cluster; n = 28) patients were significantly younger (median age, 57 years). Tumors were of higher grade (grade 3, 93%), had a higher proliferation index (median Ki-67, 75%), and were with a high fraction of tumor-infiltrating lymphocytes (median, 30%). Ninety-one percent of the germline BRCA1/2 mutation carriers were in cluster 3, and these tumors showed the highest level of copy number alterations. Cluster 2 represented cases with intermediate clinicopathologic characteristics and no specific molecular profile (no specific molecular profile cluster; n = 7). There were no differences in relation to stage, recurrence, and survival. In conclusion, DNA methylation profiling is a promising tool to classify patients with TNBC into biologically relevant groups, which may result in better disease characterization and reveal potential targets for emerging therapies.
PMID: 37595637
ISSN: 1530-0285
CID: 5607792
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 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
Recurrent TRAK1::RAF1 Fusions in pediatric low-grade gliomas
Benhamida, Jamal K; Harmsen, Hannah J; Ma, Deqin; William, Christopher M; Li, Bryan K; Villafania, Liliana; Sukhadia, Purvil; Mullaney, Kerry A; Dewan, Michael C; Vakiani, Efsevia; Karajannis, Matthias A; Snuderl, Matija; Zagzag, David; Ladanyi, Marc; Rosenblum, Marc K; Bale, Tejus A
Fusions involving CRAF (RAF1) are infrequent oncogenic drivers in pediatric low-grade gliomas, rarely identified in tumors bearing features of pilocytic astrocytoma, and involving a limited number of known fusion partners. We describe recurrent TRAK1::RAF1 fusions, previously unreported in brain tumors, in three pediatric patients with low-grade glial-glioneuronal tumors. We present the associated clinical, histopathologic and molecular features. Patients were all female, aged 8 years, 15 months, and 10 months at diagnosis. All tumors were located in the cerebral hemispheres and predominantly cortical, with leptomeningeal involvement in 2/3 patients. Similar to previously described activating RAF1 fusions, the breakpoints in RAF1 all occurred 5' of the kinase domain, while the breakpoints in the 3' partner preserved the N-terminal kinesin-interacting domain and coiled-coil motifs of TRAK1. Two of the three cases demonstrated methylation profiles (v12.5) compatible with desmoplastic infantile ganglioglioma (DIG)/desmoplastic infantile astrocytoma (DIA) and have remained clinically stable and without disease progression/recurrence after resection. The remaining tumor was non-classifiable; with focal recurrence 14 months after initial resection; the patient remains symptom free and without further recurrence/progression (5 months post re-resection and 19 months from initial diagnosis). Our report expands the landscape of oncogenic RAF1 fusions in pediatric gliomas, which will help to further refine tumor classification and guide management of patients with these alterations.
PMID: 37399073
ISSN: 1750-3639
CID: 5539042
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
Fiberoptic hemodynamic spectroscopy reveals abnormal cerebrovascular reactivity in a freely moving mouse model of Alzheimer's disease
Gareau, Daniel S; RochaKim, Nicholas; Choudhury, Arnab; Bamkole, Michael; Snuderl, Matija; Zou, Julia; Yaroslavsky, Anna; Jacques, Steven L; Strickland, Sidney; Krueger, James G; Ahn, Hyung Jin
Many Alzheimer's disease (AD) patients suffer from altered cerebral blood flow and damaged cerebral vasculature. Cerebrovascular dysfunction could play an important role in this disease. However, the mechanism underlying a vascular contribution in AD is still unclear. Cerebrovascular reactivity (CVR) is a critical mechanism that maintains cerebral blood flow and brain homeostasis. Most current methods to analyze CVR require anesthesia which is known to hamper the investigation of molecular mechanisms underlying CVR. We therefore combined spectroscopy, spectral analysis software, and an implantable device to measure cerebral blood volume fraction (CBVF) and oxygen saturation (SO2
PMCID:10350529
PMID: 37465366
ISSN: 1662-5099
CID: 5535702