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Localization of protoporphyrin IX during glioma-resection surgery via paired stimulated Raman histology and fluorescence microscopy

Nasir-Moin, Mustafa; Wadiura, Lisa Irina; Sacalean, Vlad; Juros, Devin; Movahed-Ezazi, Misha; Lock, Emily K; Smith, Andrew; Lee, Matthew; Weiss, Hannah; Müther, Michael; Alber, Daniel; Ratna, Sujay; Fang, Camila; Suero-Molina, Eric; Hellwig, Sönke; Stummer, Walter; Rössler, Karl; Hainfellner, Johannes A; Widhalm, Georg; Kiesel, Barbara; Reichert, David; Mischkulnig, Mario; Jain, Rajan; Straehle, Jakob; Neidert, Nicolas; Schnell, Oliver; Beck, Jürgen; Trautman, Jay; Pastore, Steve; Pacione, Donato; Placantonakis, Dimitris; Oermann, Eric Karl; Golfinos, John G; Hollon, Todd C; Snuderl, Matija; Freudiger, Christian W; Heiland, Dieter Henrik; Orringer, Daniel A
The most widely used fluorophore in glioma-resection surgery, 5-aminolevulinic acid (5-ALA), is thought to cause the selective accumulation of fluorescent protoporphyrin IX (PpIX) in tumour cells. Here we show that the clinical detection of PpIX can be improved via a microscope that performs paired stimulated Raman histology and two-photon excitation fluorescence microscopy (TPEF). We validated the technique in fresh tumour specimens from 115 patients with high-grade gliomas across four medical institutions. We found a weak negative correlation between tissue cellularity and the fluorescence intensity of PpIX across all imaged specimens. Semi-supervised clustering of the TPEF images revealed five distinct patterns of PpIX fluorescence, and spatial transcriptomic analyses of the imaged tissue showed that myeloid cells predominate in areas where PpIX accumulates in the intracellular space. Further analysis of external spatially resolved metabolomics, transcriptomics and RNA-sequencing datasets from glioblastoma specimens confirmed that myeloid cells preferentially accumulate and metabolize PpIX. Our findings question 5-ALA-induced fluorescence in glioma cells and show how 5-ALA and TPEF imaging can provide a window into the immune microenvironment of gliomas.
PMID: 38987630
ISSN: 2157-846x
CID: 5699002

Ultra-Rapid Droplet Digital PCR Enables Intraoperative Tumor Quantification

Murphy, Zachary R; Bianchini, Emilia C; Smith, Andrew; Körner, Lisa I; Russell, Teresa; Reinecke, David; Wang, Yuxiu; Snuderl, Matija; Orringer, Daniel A; Evrony, Gilad D
The diagnosis and treatment of tumors often depends 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. To address this gap, we developed Ultra-Rapid droplet digital PCR (UR-ddPCR), which can be completed in 15 minutes from tissue to result with an accuracy comparable to standard ddPCR. We demonstrate UR-ddPCR assays for the IDH1 R132H and BRAF V600E clonal mutations that are present in many low-grade gliomas and melanomas, respectively. We illustrate the clinical feasibility of UR-ddPCR by performing it intraoperatively for 13 glioma cases. We further combine UR-ddPCR measurements with UR-stimulated Raman histology intraoperatively to estimate tumor cell densities in addition to tumor cell percentages. We anticipate that UR-ddPCR, along with future refinements in assay instrumentation, will enable novel point-of-care diagnostics and the development of molecularly-guided surgeries that improve clinical outcomes.
PMCID:11160868
PMID: 38854127
CID: 5668772

DNA Methylation Profiles Are Stable in H3 K27M-Mutant Diffuse Midline Glioma Neurosphere Cell Lines

Schniederjan, Matthew J; Potnis, Cahil; Vasudevaraja, Varshini; Moser, Catherine D; Watson, Bethany; Snuderl, Matija; MacDonald, Tobey; Rogers, Beverly B
Diffuse midline gliomas are among the deadliest human cancers and have had little progress in treatment in the last 50 years. Cell cultures of these tumors have been developed recently, but the degree to which such cultures retain the characteristics of the source tumors is unknown. DNA methylation profiling offers a powerful tool to look at genome-wide epigenetic changes that are biologically meaningful and can help assess the similarity of cultured tumor cells to their in vivo progenitors. Paraffinized diagnostic tissue from three diffuse intrinsic pontine gliomas with H3 K27M mutations was compared with subsequent passages of neurosphere cell cultures from those tumors. Each cell line was passaged 3-4 times and analyzed with DNA methylation arrays and standard algorithms that provided a comparison of diagnostic classification and cluster analysis. All samples tested maintained high classifier scores and clustered within the reference group of H3 K27M-mutant diffuse midline gliomas. There was a gain of 1q in all cell lines, with two cell lines initially manifesting the gain of 1q only during culture. In vitro cell cultures of H3 K27M-mutant gliomas maintain high degrees of similarity in DNA methylation profiles to their source tumor, confirming their fidelity even with some chromosomal changes.
PMCID:11049299
PMID: 38671709
ISSN: 2227-9067
CID: 5755972

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

Evaluation of the SSTR2-targeted radiopharmaceutical 177Lu-DOTATATE and SSTR2-specific 68Ga-DOTATATE PET as imaging biomarker in patients with intracranial meningioma

Kurz, Sylvia C; Zan, Elcin; Cordova, Christine; Troxel, Andrea B; Barbaro, Marissa; Silverman, Joshua S; Snuderl, Matija; Zagzag, David; Kondziolka, Douglas; Golfinos, John G; Chi, Andrew S; Sulman, Erik P
BACKGROUND:There are no effective medical therapies for patients with meningioma who progress beyond surgical and radiotherapeutic interventions. Somatostatin receptor Type 2 (SSTR2) represents a promising treatment target in meningiomas. In this multicenter, single-arm phase II clinical study (NCT03971461), the SSTR2-targeting radiopharmaceutical 177Lu-DOTATATE is evaluated for its feasibility, safety, and therapeutic efficacy in these patients. PATIENTS AND METHODS/METHODS:Adult patients with progressive intracranial meningiomas received 177Lu-DOTATATE at a dose of 7.4 GBq (200 mCi) every eight weeks for four cycles. 68Ga-DOTATATE PET-MRI was performed before and six months after begin of treatment. The primary endpoint was progression-free survival (PFS) at 6 months (PFS-6). Secondary endpoints were safety and tolerability, overall survival (OS) at 12 months (OS-12), median PFS, and median OS. RESULTS:Fourteen patients (F=11, M=3) with progressive meningiomas (WHO 1=3, 2=10, 3=1) were enrolled. Median age was 63.1 (range 49.7-78) years. All patients previously underwent tumor resection and at least one course of radiation. Treatment with 177Lu-DOTATATE was well tolerated. Seven patients (50%) achieved PFS-6. Best radiographic response by modified Macdonald criteria was stable disease (SD) in all seven patients. A >25% reduction in 68Ga-DOTATATE (PET) was observed in five meningiomas and two patients. In one lesion, this corresponded to >50% reduction in bidirectional tumor measurements (MRI). CONCLUSIONS:Treatment with 177Lu-DOTATATE was well tolerated. The predefined PFS-6 threshold was met in this interim analysis, thereby allowing this multicenter clinical trial to continue enrollment. 68Ga-DOTATATE PET may be a useful imaging biomarker to assess therapeutic outcome in patients with meningioma.
PMID: 38048045
ISSN: 1557-3265
CID: 5595302

Transcriptomic and epigenetic dissection of spinal ependymoma (SP-EPN) identifies clinically relevant subtypes enriched for tumors with and without NF2 mutation

Neyazi, Sina; Yamazawa, Erika; Hack, Karoline; Tanaka, Shota; Nagae, Genta; Kresbach, Catena; Umeda, Takayoshi; Eckhardt, Alicia; Tatsuno, Kenji; Pohl, Lara; Hana, Taijun; Bockmayr, Michael; Kim, Phyo; Dorostkar, Mario M; Takami, Toshihiro; Obrecht, Denise; Takai, Keisuke; Suwala, Abigail K; Komori, Takashi; Godbole, Shweta; Wefers, Annika K; Otani, Ryohei; Neumann, Julia E; Higuchi, Fumi; Schweizer, Leonille; Nakanishi, Yuta; Monoranu, Camelia-Maria; Takami, Hirokazu; Engertsberger, Lara; Yamada, Keisuke; Ruf, Viktoria; Nomura, Masashi; Mohme, Theresa; Mukasa, Akitake; Herms, Jochen; Takayanagi, Shunsaku; Mynarek, Martin; Matsuura, Reiko; Lamszus, Katrin; Ishii, Kazuhiko; Kluwe, Lan; Imai, Hideaki; von Deimling, Andreas; Koike, Tsukasa; Benesch, Martin; Kushihara, Yoshihiro; Snuderl, Matija; Nambu, Shohei; Frank, Stephan; Omura, Takaki; Hagel, Christian; Kugasawa, Kazuha; Mautner, Viktor F; Ichimura, Koichi; Rutkowski, Stefan; Aburatani, Hiroyuki; Saito, Nobuhito; Schüller, Ulrich
Ependymomas encompass multiple clinically relevant tumor types based on localization and molecular profiles. Tumors of the methylation class "spinal ependymoma" (SP-EPN) represent the most common intramedullary neoplasms in children and adults. However, their developmental origin is ill-defined, molecular data are scarce, and the potential heterogeneity within SP-EPN remains unexplored. The only known recurrent genetic events in SP-EPN are loss of chromosome 22q and NF2 mutations, but neither types and frequency of these alterations nor their clinical relevance have been described in a large, epigenetically defined series. Transcriptomic (n = 72), epigenetic (n = 225), genetic (n = 134), and clinical data (n = 112) were integrated for a detailed molecular overview on SP-EPN. Additionally, we mapped SP-EPN transcriptomes to developmental atlases of the developing and adult spinal cord to uncover potential developmental origins of these tumors. The integration of transcriptomic ependymoma data with single-cell atlases of the spinal cord revealed that SP-EPN display the highest similarities to mature adult ependymal cells. Unsupervised hierarchical clustering of transcriptomic data together with integrated analysis of methylation profiles identified two molecular SP-EPN subtypes. Subtype A tumors primarily carried previously known germline or sporadic NF2 mutations together with 22q loss (bi-allelic NF2 loss), resulting in decreased NF2 expression. Furthermore, they more often presented as multilocular disease and demonstrated a significantly reduced progression-free survival as compared to SP-EP subtype B. In contrast, subtype B predominantly contained samples without NF2 mutation detected in sequencing together with 22q loss (monoallelic NF2 loss). These tumors showed regular NF2 expression but more extensive global copy number alterations. Based on integrated molecular profiling of a large multi-center cohort, we identified two distinct SP-EPN subtypes with important implications for genetic counseling, patient surveillance, and drug development priorities.
PMCID:10808175
PMID: 38265489
ISSN: 1432-0533
CID: 5624952

Impact of Rare and Multiple Concurrent Gene Fusions on Diagnostic DNA Methylation Classifier in Brain Tumors

Galbraith, Kristyn; Serrano, Jonathan; Shen, Guomiao; Tran, Ivy; Slocum, Cheyanne C; Ketchum, Courtney; Abdullaev, Zied; Turakulov, Rust; Bale, Tejus; Ladanyi, Marc; Sukhadia, Purvil; Zaidinski, Michael; Mullaney, Kerry; DiNapoli, Sara; Liechty, Benjamin L; Barbaro, Marissa; Allen, Jeffrey C; Gardner, Sharon L; Wisoff, Jeffrey; Harter, David; Hidalgo, Eveline Teresa; Golfinos, John G; Orringer, Daniel A; Aldape, Kenneth; Benhamida, Jamal; Wrzeszczynski, Kazimierz O; Jour, George; Snuderl, Matija
UNLABELLED:DNA methylation is an essential molecular assay for central nervous system (CNS) tumor diagnostics. While some fusions define specific brain tumors, others occur across many different diagnoses. We performed a retrospective analysis of 219 primary CNS tumors with whole genome DNA methylation and RNA next-generation sequencing. DNA methylation profiling results were compared with RNAseq detected gene fusions. We detected 105 rare fusions involving 31 driver genes, including 23 fusions previously not implicated in brain tumors. In addition, we identified 6 multi-fusion tumors. Rare fusions and multi-fusion events can impact the diagnostic accuracy of DNA methylation by decreasing confidence in the result, such as BRAF, RAF, or FGFR1 fusions, or result in a complete mismatch, such as NTRK, EWSR1, FGFR, and ALK fusions. IMPLICATIONS/UNASSIGNED:DNA methylation signatures need to be interpreted in the context of pathology and discordant results warrant testing for novel and rare gene fusions.
PMID: 37870438
ISSN: 1557-3125
CID: 5625782

Pediatric glioblastoma in the setting of constitutional mismatch-repair deficiency treated with upfront lomustine and nivolumab [Editorial]

Krugman, Jessica; Patel, Krupesh; Cantor, Anna; Snuderl, Matija; Cooper, Benjamin; Zan, Elcin; Radmanesh, Ali; Hidalgo, E Teresa; Nicolaides, Theodore
PMID: 37881859
ISSN: 1545-5017
CID: 5607962

Heterogeneity of DNA methylation profiles and copy number alterations in 10782 adult-type glioblastomas, IDH-wildtype

Reuss, David E; Schrimpf, Daniel; Cherkezov, Asan; Suwala, Abigail K; Lausová, Tereza; Snuderl, Matija; Capper, David; Sill, Martin; Jones, David T W; Pfister, Stefan M; Sahm, Felix; von Deimling, Andreas
The morphological patterns leading to the diagnosis of glioblastoma may also commonly be observed in several other distinct tumor entities, which can result in a mixed bag of tumors subsumed under this diagnosis. The 2021 WHO Classification of CNS Tumors has separated several of these entities from the diagnosis of glioblastoma, IDH-wildtype. This study determines the DNA methylation classes most likely receiving the diagnosis glioblastoma, IDH wildtype according to the definition by the WHO 2021 Classification and provides comparative copy number analyses. We identified 10782 methylome datasets uploaded to the web page www.molecularneuropathology.org with a calibrated score of ≥0.9 by the Heidelberg Brain Tumor Classifier version v12.8. These methylation classes were characterized by the diagnosis glioblastoma being the most frequent classification encountered in each of the classes according to the WHO 2021 definition. Further, methylation classes selected for this study predominantly contained adult patients. Unsupervised clustering confirmed the presence of nine methylation classes containing tumors most likely receiving the diagnosis glioblastoma, IDH-wildtype according to the WHO 2021 definition. Copy number analysis and a focus on genes with typical numerical alterations in glioblastoma revealed clear differences between the nine methylation classes. Although great progress in diagnostic precision has been achieved over the last decade, our data clearly demonstrate that glioblastoma, IDH-wildtype still is a heterogeneous group in need of further stratification.
PMCID:10964111
PMID: 38532825
ISSN: 2699-4445
CID: 5644832

Racial distribution of molecularly classified brain tumors

Fang, Camila S; Wang, Wanyi; Schroff, Chanel; Movahed-Ezazi, Misha; Vasudevaraja, Varshini; Serrano, Jonathan; Sulman, Erik P; Golfinos, John G; Orringer, Daniel; Galbraith, Kristyn; Feng, Yang; Snuderl, Matija
BACKGROUND/UNASSIGNED:In many cancers, specific subtypes are more prevalent in specific racial backgrounds. However, little is known about the racial distribution of specific molecular types of brain tumors. Public data repositories lack data on many brain tumor subtypes as well as diagnostic annotation using the current World Health Organization classification. A better understanding of the prevalence of brain tumors in different racial backgrounds may provide insight into tumor predisposition and development, and improve prevention. METHODS/UNASSIGNED:We retrospectively analyzed the racial distribution of 1709 primary brain tumors classified by their methylation profiles using clinically validated whole genome DNA methylation. Self-reported race was obtained from medical records. Our cohort included 82% White, 10% Black, and 8% Asian patients with 74% of patients reporting their race. RESULTS/UNASSIGNED: < .001). CONCLUSIONS/UNASSIGNED:Molecularly classified brain tumor groups and subgroups show different distributions among the three main racial backgrounds suggesting the contribution of race to brain tumor development.
PMCID:11362849
PMID: 39220243
ISSN: 2632-2498
CID: 5687592