Searched for: person:karajm01
DNA Methylation-Based Classifier for Accurate Molecular Diagnosis of Bone Sarcomas
Wu, S Peter; Cooper, Benjamin T; Bu, Fang; Bowman, Christopher J; Killian, J Keith; Serrano, Jonathan; Wang, Shiyang; Jackson, Twana M; Gorovets, Daniel; Shukla, Neerav; Meyers, Paul A; Pisapia, David J; Gorlick, Richard; Ladanyi, Marc; Thomas, Kristen; Snuderl, Matija; Karajannis, Matthias A
Purpose/UNASSIGNED:Pediatric sarcomas provide a unique diagnostic challenge. There is considerable morphologic overlap between entities, increasing the importance of molecular studies in the diagnosis, treatment, and identification of therapeutic targets. We developed and validated a genome-wide DNA methylation based classifier to differentiate between osteosarcoma, Ewing's sarcoma, and synovial sarcoma. Materials and Methods/UNASSIGNED:DNA methylation status of 482,421 CpG sites in 10 Ewing's sarcoma, 11 synovial sarcoma, and 15 osteosarcoma samples were determined using the Illumina Infinium HumanMethylation450 array. We developed a random forest classifier trained from the 400 most differentially methylated CpG sites within the training set of 36 sarcoma samples. This classifier was validated on data drawn from The Cancer Genome Atlas (TCGA) synovial sarcoma, TARGET Osteosarcoma, and a recently published series of Ewing's sarcoma. Results/UNASSIGNED:Methylation profiling revealed three distinct patterns, each enriched with a single sarcoma subtype. Within the validation cohorts, all samples from TCGA were accurately classified as synovial sarcoma (10/10, sensitivity and specificity 100%), all but one sample from TARGET-OS were classified as osteosarcoma (85/86, sensitivity 98%, specificity 100%) and 14/15 Ewing's sarcoma samples classified correctly (sensitivity 93%, specificity 100%). The single misclassified osteosarcoma sample demonstrated high EWSR1 and ETV1 expression on RNA-seq although no fusion was found on manual curation of the transcript sequence. Two additional clinical samples, that were difficult to classify by morphology and molecular methods, were classified as osteosarcoma when previously suspected to be a synovial sarcoma and Ewing's sarcoma on initial diagnosis, respectively. Conclusion/UNASSIGNED:Osteosarcoma, synovial sarcoma, and Ewing's sarcoma have distinct epigenetic profiles. Our validated methylation-based classifier can be used to provide diagnostic assistance when histological and standard techniques are inconclusive.
PMCID:5772901
PMID: 29354796
ISSN: 2473-4284
CID: 2929422
Mutant IDH1 and thrombosis in gliomas
Unruh, Dusten; Schwarze, Steven R; Khoury, Laith; Thomas, Cheddhi; Wu, Meijing; Chen, Li; Chen, Rui; Liu, Yinxing; Schwartz, Margaret A; Amidei, Christina; Kumthekar, Priya; Benjamin, Carolina G; Song, Kristine; Dawson, Caleb; Rispoli, Joanne M; Fatterpekar, Girish; Golfinos, John G; Kondziolka, Douglas; Karajannis, Matthias; Pacione, Donato; Zagzag, David; McIntyre, Thomas; Snuderl, Matija; Horbinski, Craig
Mutant isocitrate dehydrogenase 1 (IDH1) is common in gliomas, and produces D-2-hydroxyglutarate (D-2-HG). The full effects of IDH1 mutations on glioma biology and tumor microenvironment are unknown. We analyzed a discovery cohort of 169 World Health Organization (WHO) grade II-IV gliomas, followed by a validation cohort of 148 cases, for IDH1 mutations, intratumoral microthrombi, and venous thromboemboli (VTE). 430 gliomas from The Cancer Genome Atlas were analyzed for mRNAs associated with coagulation, and 95 gliomas in a tissue microarray were assessed for tissue factor (TF) protein. In vitro and in vivo assays evaluated platelet aggregation and clotting time in the presence of mutant IDH1 or D-2-HG. VTE occurred in 26-30 % of patients with wild-type IDH1 gliomas, but not in patients with mutant IDH1 gliomas (0 %). IDH1 mutation status was the most powerful predictive marker for VTE, independent of variables such as GBM diagnosis and prolonged hospital stay. Microthrombi were far less common within mutant IDH1 gliomas regardless of WHO grade (85-90 % in wild-type versus 2-6 % in mutant), and were an independent predictor of IDH1 wild-type status. Among all 35 coagulation-associated genes, F3 mRNA, encoding TF, showed the strongest inverse relationship with IDH1 mutations. Mutant IDH1 gliomas had F3 gene promoter hypermethylation, with lower TF protein expression. D-2-HG rapidly inhibited platelet aggregation and blood clotting via a novel calcium-dependent, methylation-independent mechanism. Mutant IDH1 glioma engraftment in mice significantly prolonged bleeding time. Our data suggest that mutant IDH1 has potent antithrombotic activity within gliomas and throughout the peripheral circulation. These findings have implications for the pathologic evaluation of gliomas, the effect of altered isocitrate metabolism on tumor microenvironment, and risk assessment of glioma patients for VTE.
PMCID:5640980
PMID: 27664011
ISSN: 1432-0533
CID: 2374852
ANAPLASTIC PLEOMORPHIC XANTHOASTROCYTOMAS: A CLINICOPATHOLOGIC AND MOLECULAR PROFILE [Meeting Abstract]
Segal, Devorah; Thomas, Cheddhi; Bowman, Christopher; Kannan, Kasthuri; Wang, Shiyang; Heguy, Adriana; Liechty, Benjamin; Jones, David TW; Hovestadt, Volker; Pfister, Stefan M; Karajannis, Matthias; Snuderl, Matija
ISI:000398604103008
ISSN: 1523-5866
CID: 2545142
MIDBRAIN GLIOMAS: A LARGE SERIES THAT IDENTIFIES FEATURES CORRESPONDING WITH OUTCOME [Meeting Abstract]
Segal, Devorah; Rao, Harini; Thomas, Cheddhi; Cohen, Benjamin; Snuderl, Matija; Karajannis, Matthias; Allen, Jeffrey
ISI:000398604103102
ISSN: 1523-5866
CID: 2545152
Recurrent MET fusion genes represent a drug target in pediatric glioblastoma
Bender, S; Gronych, J; Warnatz, H -J; Hutter, B; Grobner, S; Ryzhova, M; Pfaff, E; Hovestadt, V; Weinberg, F; Halbach, S; Kool, M; Northcott, P A; Sturm, D; Bjerke, L; Zichner, T; Stutz, A M; Schramm, K; Huang, B; Buchhalter, I; Heinold, M; Risch, T; Worst, B C; Van, Tilburg C M; Weber, U D; Zapatka, M; Raeder, B; Milford, D; Heiland, S; Von, Kalle C; Previti, C; Lawerenz, C; Kulozik, A E; Unterberg, A; Witt, O; Von, Deimling A; Capper, D; Truffaux, N; Grill, J; Jabado, N; Sehested, A M; Sumerauer, D; Brahim, D H -B; Trabelsi, S; Ng, H -K; Zagzag, D; Allen, J C; Karajannis, M A; Gottardo, N G; Jones, C; Korbel, J O; Schmidt, S; Wolf, S; Reifenberger, G; Felsberg, J; Brors, B; Herold-Mende, C; Lehrach, H; Brummer, T; Korshunov, A; Eils, R; Yaspo, M -L; Pfister, S M; Lichter, P; Jones, D T W
Pediatric glioblastoma is one of the most common and most deadly brain tumors in childhood. Using an integrative genetic analysis of 53 pediatric glioblastomas and five in vitro model systems, we identified previously unidentified gene fusions involving the MET oncogene in ~10% of cases. These MET fusions activated mitogen-activated protein kinase (MAPK) signaling and, in cooperation with lesions compromising cell cycle regulation, induced aggressive glial tumors in vivo. MET inhibitors suppressed MET tumor growth in xenograft models. Finally, we treated a pediatric patient bearing a MET-fusion-expressing glioblastoma with the targeted inhibitor crizotinib. This therapy led to substantial tumor shrinkage and associated relief of symptoms, but new treatment-resistant lesions appeared, indicating that combination therapies are likely necessary to achieve a durable clinical response.
PMID: 27748748
ISSN: 1078-8956
CID: 2666432
Vascularization of optic gliomas: primitive invertebrate-like channelsclinical and therapeutic implications [Meeting Abstract]
Harter, D H; Snudrl, M; Wu, P; Zhang, G; Karajannis, M; Wisoff, J H; Cohen, B; Jennings, T S; Shroff, S; Ortenzi, V; Jain, R; Zagzag, D
OBJECTIVE: Optic gliomas are characterized as pilocytic astrocytoma (PA) or pilomyxoid astrocytoma (PMXA). Prominent chondroid myxoid matrix is typical of PMXA but not PA. We investigated the composition of myxoid matrix and its role in vasculariztion of optic gliomas. MATERIAL-METHODS: We reviewed clinicopathological data of 120 patients with optic glioma diagnosed at NYU Langone Medical Center from 1996 to 2014.We analyzed microvascular density (MVD), perfusion, hypoxia and proliferation by immunohistochemistry and ultrastructural features by electron microscopy. Liquid chromatography-mass spectrometry (LC-MS) was performed to identify components of the myxoid matrix in PMXA. RESULTS: PMXA showed significantly lowerMVD by CD34 (8.1 vs 14.5, pvalue < 0.002) and Erg (7 vs. 13.6, p-value 0.003) than PA, however GLUT-1 showed equal distribution. Electron microscopy showed that PMXA contains both regular blood vessels with endothelial lining and channels completely lacking endothelia and smooth muscle. LC-MS stratified optic gliomas into three distinct groups. We identified 5389 proteins of which 188 were differentially expressed in the three groups (p < 0.05, Benjamini-Hochberg adjustment). Between PAand PMXA,most of differentially expressed proteins (146/188) displayed a positive fold change (increasing in PMXA relative to PA), and a minority (42/188) showed a negative fold change. Abundant extracellular matrix proteins were a chondroitin sulfate proteoglycan versican (VCAN 3.7-fold increase Q=0.000463) and its paralog vertebrate Hyaluronan and Proteoglycan Link Protein 1 (HAPLN1, 22-fold increase from the PA to the PMXA group Q=4.60x10-7). CONCLUSIONS: Optic gliomas develop endothelium-independent channels evocative invertebrate blood supply. The myxoid matrix is composed of VCAN and linking paralog HAPLN1. Targeting the myxoid matrix may provide novel avenues for therapy of optic gliomas and PMA
EMBASE:612591837
ISSN: 1433-0350
CID: 2282982
Utility of MRI versus tumor markers for post-treatment surveillance of marker-positive CNS germ cell tumors
Cheung, Victoria; Segal, Devorah; Gardner, Sharon L; Zagzag, David; Wisoff, Jeffrey H; Allen, Jeffrey C; Karajannis, Matthias A
Patients with marker-positive central nervous system (CNS) germ cell tumors are typically monitored for tumor recurrence with both tumor markers (AFP and b-hCG) and MRI. We hypothesize that the recurrence of these tumors will always be accompanied by an elevation in tumor markers, and that surveillance MRI may not be necessary. We retrospectively identified 28 patients with CNS germ cell tumors treated at our institution that presented with an elevated serum or cerebrospinal fluid (CSF) tumor marker at the time of diagnosis. We then identified those who had a tumor recurrence after having been in remission and whether each recurrence was detected via MRI changes, elevated tumor markers, or both. Four patients suffered a tumor recurrence. Only one patient had simultaneously elevated tumor markers and MRI evidence of recurrence. Two patients had evidence of recurrence on MRI without corresponding elevations in serum or CSF tumor markers. One patient had abnormal tumor markers with no evidence of recurrence on MRI until 6 months later. We conclude that in patients with marker-positive CNS germ cell tumors who achieve complete remission, continued surveillance imaging in addition to measurement of tumor markers is indicated to detect recurrences.
PMID: 27406584
ISSN: 1573-7373
CID: 2180172
Pilocytic astrocytoma and glioneuronal tumor with histone H3 K27M mutation [Letter]
Orillac, Cordelia; Thomas, Cheddhi; Dastagirzada, Yosef; Hidalgo, Eveline Teresa; Golfinos, John G; Zagzag, David; Wisoff, Jeffrey H; Karajannis, Matthias A; Snuderl, Matija
PMCID:4983033
PMID: 27519587
ISSN: 2051-5960
CID: 2218812
Therapeutic Impact of Cytoreductive Surgery and Irradiation of Posterior Fossa Ependymoma in the Molecular Era: A Retrospective Multicohort Analysis
Ramaswamy, Vijay; Hielscher, Thomas; Mack, Stephen C; Lassaletta, Alvaro; Lin, Tong; Pajtler, Kristian W; Jones, David T W; Luu, Betty; Cavalli, Florence M G; Aldape, Kenneth; Remke, Marc; Mynarek, Martin; Rutkowski, Stefan; Gururangan, Sridharan; McLendon, Roger E; Lipp, Eric S; Dunham, Christopher; Hukin, Juliette; Eisenstat, David D; Fulton, Dorcas; van Landeghem, Frank K H; Santi, Mariarita; van Veelen, Marie-Lise C; Van Meir, Erwin G; Osuka, Satoru; Fan, Xing; Muraszko, Karin M; Tirapelli, Daniela P C; Oba-Shinjo, Sueli M; Marie, Suely K N; Carlotti, Carlos G; Lee, Ji Yeoun; Nageswara Rao, Amulya A; Giannini, Caterina; Faria, Claudia C; Nunes, Sofia; Mora, Jaume; Hamilton, Ronald L; Hauser, Peter; Jabado, Nada; Petrecca, Kevin; Jung, Shin; Massimi, Luca; Zollo, Massimo; Cinalli, Giuseppe; Bognar, Laszlo; Klekner, Almos; Hortobagyi, Tibor; Leary, Sarah; Ermoian, Ralph P; Olson, James M; Leonard, Jeffrey R; Gardner, Corrine; Grajkowska, Wieslawa A; Chambless, Lola B; Cain, Jason; Eberhart, Charles G; Ahsan, Sama; Massimino, Maura; Giangaspero, Felice; Buttarelli, Francesca R; Packer, Roger J; Emery, Lyndsey; Yong, William H; Soto, Horacio; Liau, Linda M; Everson, Richard; Grossbach, Andrew; Shalaby, Tarek; Grotzer, Michael; Karajannis, Matthias A; Zagzag, David; Wheeler, Helen; von Hoff, Katja; Alonso, Marta M; Tunon, Teresa; Schuller, Ulrich; Zitterbart, Karel; Sterba, Jaroslav; Chan, Jennifer A; Guzman, Miguel; Elbabaa, Samer K; Colman, Howard; Dhall, Girish; Fisher, Paul G; Fouladi, Maryam; Gajjar, Amar; Goldman, Stewart; Hwang, Eugene; Kool, Marcel; Ladha, Harshad; Vera-Bolanos, Elizabeth; Wani, Khalida; Lieberman, Frank; Mikkelsen, Tom; Omuro, Antonio M; Pollack, Ian F; Prados, Michael; Robins, H Ian; Soffietti, Riccardo; Wu, Jing; Metellus, Phillipe; Tabori, Uri; Bartels, Ute; Bouffet, Eric; Hawkins, Cynthia E; Rutka, James T; Dirks, Peter; Pfister, Stefan M; Merchant, Thomas E; Gilbert, Mark R; Armstrong, Terri S; Korshunov, Andrey; Ellison, David W; Taylor, Michael D
PURPOSE: Posterior fossa ependymoma comprises two distinct molecular variants termed EPN_PFA and EPN_PFB that have a distinct biology and natural history. The therapeutic value of cytoreductive surgery and radiation therapy for posterior fossa ependymoma after accounting for molecular subgroup is not known. METHODS: Four independent nonoverlapping retrospective cohorts of posterior fossa ependymomas (n = 820) were profiled using genome-wide methylation arrays. Risk stratification models were designed based on known clinical and newly described molecular biomarkers identified by multivariable Cox proportional hazards analyses. RESULTS: Molecular subgroup is a powerful independent predictor of outcome even when accounting for age or treatment regimen. Incompletely resected EPN_PFA ependymomas have a dismal prognosis, with a 5-year progression-free survival ranging from 26.1% to 56.8% across all four cohorts. Although first-line (adjuvant) radiation is clearly beneficial for completely resected EPN_PFA, a substantial proportion of patients with EPN_PFB can be cured with surgery alone, and patients with relapsed EPN_PFB can often be treated successfully with delayed external-beam irradiation. CONCLUSION: The most impactful biomarker for posterior fossa ependymoma is molecular subgroup affiliation, independent of other demographic or treatment variables. However, both EPN_PFA and EPN_PFB still benefit from increased extent of resection, with the survival rates being particularly poor for subtotally resected EPN_PFA, even with adjuvant radiation therapy. Patients with EPN_PFB who undergo gross total resection are at lower risk for relapse and should be considered for inclusion in a randomized clinical trial of observation alone with radiation reserved for those who experience recurrence.
PMCID:4962737
PMID: 27269943
ISSN: 1527-7755
CID: 2136372
Pediatric Brain Tumors: An Update
Segal, Devorah; Karajannis, Matthias A
Brain tumors collectively represent the most common solid tumors in childhood and account for significant morbidity and mortality. Until recently, pediatric brain tumors were diagnosed and classified solely based on histologic criteria, and treatments were chosen empirically. Recent research has greatly enhanced our understanding of the diverse biology of pediatric brain tumors, their molecular and genetic underpinnings, leading to improved diagnostic accuracy and risk stratification, as well as the development of novel biomarkers and molecular targeted therapies. For subsets of patients, these new treatment options have already resulted in improved survival and decreased treatment toxicity. In this article, we provide an overview of the most common childhood brain tumors, describe recent key advances in the field, and discuss the therapeutic challenges that remain.
PMID: 27230809
ISSN: 1538-3199
CID: 2115152