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441


Distribution of Inflammatory Cells Correlates with PDL-1 Expression in Chordomas [Meeting Abstract]

Guma, Serget R; Sen, Chandra; Snuderl, Matija
ISI:000393724400049
ISSN: 1530-0307
CID: 2506572

Live Digital Telepathology Enables Rapid Remote Frozen Section Diagnosis and Cytology Adequacy Assessment by Subspecialists [Meeting Abstract]

Kane, Yehonatan; Darvishian, Farbod; Deng, Fang-Ming; Moreira, Andre L; Simsir, Aylin; William, Christopher; Snuderl, Matija
ISI:000394467302170
ISSN: 1530-0285
CID: 2517622

Genome-Wide DNA Methylation Profiling in the Diagnosis of Pediatric Ewing Sarcoma, Osteosarcoma, and Synovial Sarcoma [Meeting Abstract]

Bu, Fang; Cooper, Benjamin; Wu, Peter; Ladanyi, Marc; Gorlick, Richard G; Karajannis, Matthias; Thomas, Kristen M; Snuderl, Matija
ISI:000394467302440
ISSN: 1530-0285
CID: 2517642

Whole Transcriptome Analysis Identifies Upregulated Genes and Pathways Differentially Expressed in Ductal Carcinoma In Situ Mimicking Usual Ductal Hyperplasia [Meeting Abstract]

Zeng, Jennifer; Serrano, Jonathan; Snuderl, Matija; Darvishian, Farbod
ISI:000394467300306
ISSN: 1530-0285
CID: 2517412

Apolipoprotein L1 risk variants associate with prevalent atherosclerotic disease in African American systemic lupus erythematosus patients

Blazer, Ashira; Wang, Binhuan; Simpson, Danny; Kirchhoff, Tomas; Heffron, Sean; Clancy, Robert M; Heguy, Adriana; Ray, Karina; Snuderl, Matija; Buyon, Jill P
OBJECTIVE: Atherosclerosis is exaggerated in African American (AA) systemic lupus erythematosus (SLE) patients, with doubled cardiovascular disease (CVD) risk compared to White patients. The extent to which common Apolipoprotein L1 (APOL1) risk alleles (RA) contribute to this trend is unknown. This retrospective cohort study assessed prevalent atherosclerotic disease across APOL1 genotypes in AA SLE patients. METHODS: One hundred thirteen AA SLE subjects were APOL1-genotyped and stratified as having: zero risk alleles, one risk allele, or two risk alleles. Chart review assessed CVD manifestations including abdominal aortic aneurysm, angina, carotid artery disease, coronary artery disease, myocardial infarction, peripheral vascular disease, stroke, and vascular calcifications. Associations between the genotypes and a composite endpoint defined as one or more CVD manifestations were calculated using logistic regression. Symptomatic atherosclerotic disease, excluding incidental vascular calcifications, was also assessed. RESULTS: The 0-risk-allele, 1-risk-allele and 2-risk-allele groups, respectively, comprised 34%, 53%, and 13% of the cohort. Respectively, 13.2%, 41.7%, and 60.0% of the 0-risk allele, 1-risk-allele, and 2-risk-allele groups met the composite endpoint of atherosclerotic CVD (p = 0.001). Adjusting for risk factors-including smoking, ESRD, BMI >25 and hypertension-we observed an association between carrying one or more RA and atherosclerotic CVD (OR = 7.1; p = 0.002). For symptomatic disease, the OR was 3.5 (p = 0.02). In a time-to-event analysis, the proportion of subjects free from the composite primary endpoint, symptomatic atherosclerotic CVD, was higher in the 0-risk-allele group compared to the 1-risk-allele and 2-risk-allele groups (chi2 = 6.5; p = 0.04). CONCLUSIONS: Taken together, the APOL1 RAs associate with prevalent atherosclerotic CVD in this cohort of AA SLE patients, perhaps reflecting a potentiating effect of SLE on APOL1-related cardiovascular phenotypes.
PMCID:5574561
PMID: 28850570
ISSN: 1932-6203
CID: 2679052

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

Rapid intraoperative histology of unprocessed surgical specimens via fibre-laser-based stimulated Raman scattering microscopy

Orringer, Daniel A; Pandian, Balaji; Niknafs, Yashar S; Hollon, Todd C; Boyle, Julianne; Lewis, Spencer; Garrard, Mia; Hervey-Jumper, Shawn L; Garton, Hugh J L; Maher, Cormac O; Heth, Jason A; Sagher, Oren; Wilkinson, D Andrew; Snuderl, Matija; Venneti, Sriram; Ramkissoon, Shakti H; McFadden, Kathryn A; Fisher-Hubbard, Amanda; Lieberman, Andrew P; Johnson, Timothy D; Xie, X Sunney; Trautman, Jay K; Freudiger, Christian W; Camelo-Piragua, Sandra
Conventional methods for intraoperative histopathologic diagnosis are labour- and time-intensive, and may delay decision-making during brain-tumour surgery. Stimulated Raman scattering (SRS) microscopy, a label-free optical process, has been shown to rapidly detect brain-tumour infiltration in fresh, unprocessed human tissues. Here, we demonstrate the first application of SRS microscopy in the operating room by using a portable fibre-laser-based microscope and unprocessed specimens from 101 neurosurgical patients. We also introduce an image-processing method - stimulated Raman histology (SRH) - which leverages SRS images to create virtual haematoxylin-and-eosin-stained slides, revealing essential diagnostic features. In a simulation of intraoperative pathologic consultation in 30 patients, we found a remarkable concordance of SRH and conventional histology for predicting diagnosis (Cohen's kappa, κ > 0.89), with accuracy exceeding 92%. We also built and validated a multilayer perceptron based on quantified SRH image attributes that predicts brain-tumour subtype with 90% accuracy. Our findings provide insight into how SRH can now be used to improve the surgical care of brain tumour patients.
PMCID:5612414
PMID: 28955599
ISSN: 2157-846x
CID: 3066852

IDH2 Mutations Define a Unique Subtype of Breast Cancer with Altered Nuclear Polarity

Chiang, Sarah; Weigelt, Britta; Wen, Huei-Chi; Pareja, Fresia; Raghavendra, Ashwini; Martelotto, Luciano G; Burke, Kathleen A; Basili, Thais; Li, Anqi; Geyer, Felipe C; Piscuoglio, Salvatore; Ng, Charlotte K Y; Jungbluth, Achim A; Balss, Jorg; Pusch, Stefan; Baker, Gabrielle M; Cole, Kimberly S; von Deimling, Andreas; Batten, Julie M; Marotti, Jonathan D; Soh, Hwei-Choo; McCalip, Benjamin L; Serrano, Jonathan; Lim, Raymond S; Siziopikou, Kalliopi P; Lu, Song; Liu, Xiaolong; Hammour, Tarek; Brogi, Edi; Snuderl, Matija; Iafrate, A John; Reis-Filho, Jorge S; Schnitt, Stuart J
Solid papillary carcinoma with reverse polarity (SPCRP) is a rare breast cancer subtype with an obscure etiology. In this study, we sought to describe its unique histopathologic features and to identify the genetic alterations that underpin SPCRP using massively parallel whole-exome and targeted sequencing. The morphologic and immunohistochemical features of SPCRP support the invasive nature of this subtype. Ten of 13 (77%) SPCRPs harbored hotspot mutations at R172 of the isocitrate dehydrogenase IDH2, of which 8 of 10 displayed concurrent pathogenic mutations affecting PIK3CA or PIK3R1 One of the IDH2 wild-type SPCRPs harbored a TET2 Q548* truncating mutation coupled with a PIK3CA H1047R hotspot mutation. Functional studies demonstrated that IDH2 and PIK3CA hotspot mutations are likely drivers of SPCRP, resulting in its reversed nuclear polarization phenotype. Our results offer a molecular definition of SPCRP as a distinct breast cancer subtype. Concurrent IDH2 and PIK3CA mutations may help diagnose SPCRP and possibly direct effective treatment. Cancer Res; 76(24); 1-12. (c)2016 AACR.
PMCID:5502804
PMID: 27913435
ISSN: 1538-7445
CID: 2329612

Patient-Specific Screening Using High-Grade Glioma Explants to Determine Potential Radiosensitization by a TGF-beta Small Molecule Inhibitor

Bayin, N Sumru; Ma, Lin; Thomas, Cheddhi; Baitalmal, Rabaa; Sure, Akhila; Fansiwala, Kush; Bustoros, Mark; Golfinos, John G; Pacione, Donato; Snuderl, Matija; Zagzag, David; Barcellos-Hoff, Mary Helen; Placantonakis, Dimitris
High-grade glioma (HGG), a deadly primary brain malignancy, manifests radioresistance mediated by cell-intrinsic and microenvironmental mechanisms. High levels of the cytokine transforming growth factor-beta (TGF-beta) in HGG promote radioresistance by enforcing an effective DNA damage response and supporting glioma stem cell self-renewal. Our analysis of HGG TCGA data and immunohistochemical staining of phosphorylated Smad2, which is the main transducer of canonical TGF-beta signaling, indicated variable levels of TGF-beta pathway activation across HGG tumors. These data suggest that evaluating the putative benefit of inhibiting TGF-beta during radiotherapy requires personalized screening. Thus, we used explant cultures of seven HGG specimens as a rapid, patient-specific ex vivo platform to test the hypothesis that LY364947, a small molecule inhibitor of the TGF-beta type I receptor, acts as a radiosensitizer in HGG. Immunofluorescence detection and image analysis of gamma-H2AX foci, a marker of cellular recognition of radiation-induced DNA damage, and Sox2, a stem cell marker that increases post-radiation, indicated that LY364947 blocked these radiation responses in five of seven specimens. Collectively, our findings suggest that TGF-beta signaling increases radioresistance in most, but not all, HGGs. We propose that short-term culture of HGG explants provides a flexible and rapid platform for screening context-dependent efficacy of radiosensitizing agents in patient-specific fashion. This time- and cost-effective approach could be used to personalize treatment plans in HGG patients.
PMCID:5156509
PMID: 27978994
ISSN: 1476-5586
CID: 2363642

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