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Development of a 2D Image Reconstruction and Viewing System for Histological Images from Multiple Tissue Blocks: Towards High-Resolution Whole-Organ 3D Histological Images
Hashimoto, Noriaki; Bautista, Pinky A; Haneishi, Hideaki; Snuderl, Matija; Yagi, Yukako
High-resolution 3D histology image reconstruction of the whole brain organ starts from reconstructing the high-resolution 2D histology images of a brain slice. In this paper, we introduced a method to automatically align the histology images of thin tissue sections cut from the multiple paraffin-embedded tissue blocks of a brain slice. For this method, we employed template matching and incorporated an optimization technique to further improve the accuracy of the 2D reconstructed image. In the template matching, we used the gross image of the brain slice as a reference to the reconstructed 2D histology image of the slice, while in the optimization procedure, we utilized the Jaccard index as the metric of the reconstruction accuracy. The results of our experiment on the initial 3 different whole-brain tissue slices showed that while the method works, it is also constrained by tissue deformations introduced during the tissue processing and slicing. The size of the reconstructed high-resolution 2D histology image of a brain slice is huge, and designing an image viewer that makes particularly efficient use of the computing power of a standard computer used in our laboratories is of interest. We also present the initial implementation of our 2D image viewer system in this paper.
PMID: 27100217
ISSN: 1423-0291
CID: 2113712
Methylation profiling of locally advanced rectal cancer (LARC): Exploration of potential predictive markers for neoadjuvant chemoradiation (NACR). [Meeting Abstract]
Guo, Songchuan; Melamed, Jonathan; Eze, Ogechukwu; Bowman, Christopher; Ahmed, Sunjida; Moore, Harvey G; Loomis, Cynthia; Heguy, Adriana; Brody, Rachel; Morrison, Debra J; Serrano, Jonathan; Du, Kevin Lee; Wu, Jennifer J; Ryan, Theresa; Cohen, Deirdre Jill; Gu, Ping; Goldberg, Judith D; Snuderl, Matija; Leichman, Lawrence P; Leichman, Cynthia G
ISI:000378109600591
ISSN: 1527-7755
CID: 2169652
Adult Primary Spinal Epidural Extraosseous Ewing's Sarcoma: A Case Report and Review of the Literature
Bustoros, Mark; Thomas, Cheddhi; Frenster, Joshua; Modrek, Aram S; Bayin, N Sumru; Snuderl, Matija; Rosen, Gerald; Schiff, Peter B; Placantonakis, Dimitris G
Background. Extraosseous Ewing's sarcoma in the spinal epidural space is a rare malignancy, especially in adults. Case Presentation. A 40-year-old male presented with back pain and urinary hesitancy. MRI revealed a thoracic extradural mass with no osseous involvement. He underwent surgery for gross total resection of the mass, which was diagnosed as Ewing's sarcoma. He was subsequently treated with chemoradiotherapy. He remains disease-free 1 year after surgery. Review of the literature indicated only 45 previously reported cases of spinal epidural extraosseous Ewing's sarcoma in adults. Conclusions. Extraosseous Ewing's sarcoma in the spinal epidural space is a rare clinical entity that should be included in the differential for spinal epidural masses. Its treatment is multidisciplinary but frequently requires surgical intervention due to compressive neurologic symptoms. Gross total resection appears to correlate with improved outcomes.
PMCID:5005550
PMID: 27610254
ISSN: 2090-6668
CID: 2238732
Suprasellar epithelioid hemangioendothelioma: Case report and review of the literature
Barger, James; Tanweer, Omar; Liechty, Benjamin; Snuderl, Matija; Jafar, Jafar J
BACKGROUND: Epithelioid hemangioendothelioma (EHE) is a rare sarcoma of vascular origin, which is clinically and histologically intermediate between benign hemangioma and angiosarcoma. It is most commonly found in the liver, lung, and bone, however, 46 intracranial cases have been reported in the literature, of which this is the fifth reported suprasellar tumor. CASE DESCRIPTION: A 45-year-old woman developed progressive lethargy, somnolence, and memory decline over the course of 6 months. On computed tomography (CT), she was found to have a large hypothalamic mass and underwent subtotal resection via a bifrontal craniotomy. CONCLUSIONS: While primary intracranial EHE is an uncommon presentation of a rare tumor, the suprasellar region does not seem to be an unusual location when it does occur. Prognosis is generally good, and may be better for primary intracranial disease than that for EHE originating elsewhere. Surgery is the first line of therapy, with variable benefit from adjuvant chemotherapy or radiation when total resection is not possible. Chemotherapeutic approaches in current use are directed at preventing endothelial proliferation.
PMCID:5025957
PMID: 27656318
ISSN: 2229-5097
CID: 2254672
Role of vascular density and normalization in response to neoadjuvant bevacizumab and chemotherapy in breast cancer patients
Tolaney, Sara M; Boucher, Yves; Duda, Dan G; Martin, John D; Seano, Giorgio; Ancukiewicz, Marek; Barry, William T; Goel, Shom; Lahdenrata, Johanna; Isakoff, Steven J; Yeh, Eren D; Jain, Saloni R; Golshan, Mehra; Brock, Jane; Snuderl, Matija; Winer, Eric P; Krop, Ian E; Jain, Rakesh K
Preoperative bevacizumab and chemotherapy may benefit a subset of breast cancer (BC) patients. To explore potential mechanisms of this benefit, we conducted a phase II study of neoadjuvant bevacizumab (single dose) followed by combined bevacizumab and adriamycin/cyclophosphamide/paclitaxel chemotherapy in HER2-negative BC. The regimen was well-tolerated and showed a higher rate of pathologic complete response (pCR) in triple-negative (TN)BC (11/21 patients or 52%, [95% confidence interval (CI): 30,74]) than in hormone receptor-positive (HR)BC [5/78 patients or 6% (95%CI: 2,14)]. Within the HRBCs, basal-like subtype was significantly associated with pCR (P = 0.007; Fisher exact test). We assessed interstitial fluid pressure (IFP) and tissue biopsies before and after bevacizumab monotherapy and circulating plasma biomarkers at baseline and before and after combination therapy. Bevacizumab alone lowered IFP, but to a smaller extent than previously observed in other tumor types. Pathologic response to therapy correlated with sVEGFR1 postbevacizumab alone in TNBC (Spearman correlation 0.610, P = 0.0033) and pretreatment microvascular density (MVD) in all patients (Spearman correlation 0.465, P = 0.0005). Moreover, increased pericyte-covered MVD, a marker of extent of vascular normalization, after bevacizumab monotherapy was associated with improved pathologic response to treatment, especially in patients with a high pretreatment MVD. These data suggest that bevacizumab prunes vessels while normalizing those remaining, and thus is beneficial only when sufficient numbers of vessels are initially present. This study implicates pretreatment MVD as a potential predictive biomarker of response to bevacizumab in BC and suggests that new therapies are needed to normalize vessels without pruning.
PMCID:4655544
PMID: 26578779
ISSN: 1091-6490
CID: 1903632
Defining glioblastoma stem cell heterogeneity [Meeting Abstract]
Bayin, N S; Sen, R; Si, S; Modrek, A S; Ortenzi, V; Zagzag, D; Snuderl, M; Golfinos, J G; Doyle, W; Galifianakis, N; Chesler, M; Illa-Bochaca, I; Barcellos-Hoff, M H; Dolgalev, I; Heguy, A; Placantonakis, D
A major impeding factor in designing effective therapies against glioblastoma (GBM) is its extensive molecular heterogeneity and the diversity of microenvironmental conditions within any given tumor. To test whether heterogeneity with the GBM stem cell (GSC) population is required to ensure tumor growth in such diverse microenvironments, we used human GBM biospecimens to examine the identity of cells marked by two established GSC markers: CD133 and activation of the Notch pathway. Using primary GBM cultures engineered to express GFP upon activation of Notch signaling, we observed only partial overlap between cells expressing cell surface CD133 and cells with Notch activation (n = 3 specimens), contrary to expectations based on prior literature. To further investigate this finding, we FACS-isolated these cell populations and characterized them. While both CD133+ (CD133 + /Notch-) and Notch+(CD133-/Notch+) cells fulfill GSC criteria, they differ vastly in their transcriptome, metabolic preferences and differentiation capacity, thus giving rise to histologically distinct tumors. CD133+ GSCs have increased expression of hypoxia-regulated and glycolytic genes, and are able to expand under hypoxia by activating anaerobic glycolysis. In contrast, Notch+ GSCs are unable to utilize anaerobic glycolysis under hypoxia, leading to decreased tumorsphere formation ability. While CD133+ GSCs give rise to histologically homogeneous tumors devoid of large tumor vessels, tumors initiated by Notch+ GSCs are marked by large perfusing vessels enveloped by pericytes. Using a lineage tracing system, we showed that pericytes are derived from Notch+ GSCs. In addition, Notch+ cells are able to give rise to all tumor lineages in vitro and in vivo, including CD133 + /Notch- cells, as opposed to Notch- populations, which have restricted differentiation capacity and do not generate Notch+ lineages. Our findings demonstrate that GSC heterogeneity is a mechanism used by tumors to sustain growth in diverse microenvironmental conditions
EMBASE:72188944
ISSN: 1522-8517
CID: 2015952
Detection of human brain tumor infiltration with quantitative stimulated Raman scattering microscopy
Ji, Minbiao; Lewis, Spencer; Camelo-Piragua, Sandra; Ramkissoon, Shakti H; Snuderl, Matija; Venneti, Sriram; Fisher-Hubbard, Amanda; Garrard, Mia; Fu, Dan; Wang, Anthony C; Heth, Jason A; Maher, Cormac O; Sanai, Nader; Johnson, Timothy D; Freudiger, Christian W; Sagher, Oren; Xie, Xiaoliang Sunney; Orringer, Daniel A
Differentiating tumor from normal brain is a major barrier to achieving optimal outcome in brain tumor surgery. New imaging techniques for visualizing tumor margins during surgery are needed to improve surgical results. We recently demonstrated the ability of stimulated Raman scattering (SRS) microscopy, a nondestructive, label-free optical method, to reveal glioma infiltration in animal models. We show that SRS reveals human brain tumor infiltration in fresh, unprocessed surgical specimens from 22 neurosurgical patients. SRS detects tumor infiltration in near-perfect agreement with standard hematoxylin and eosin light microscopy (kappa = 0.86). The unique chemical contrast specific to SRS microscopy enables tumor detection by revealing quantifiable alterations in tissue cellularity, axonal density, and protein/lipid ratio in tumor-infiltrated tissues. To ensure that SRS microscopic data can be easily used in brain tumor surgery, without the need for expert interpretation, we created a classifier based on cellularity, axonal density, and protein/lipid ratio in SRS images capable of detecting tumor infiltration with 97.5% sensitivity and 98.5% specificity. Quantitative SRS microscopy detects the spread of tumor cells, even in brain tissue surrounding a tumor that appears grossly normal. By accurately revealing tumor infiltration, quantitative SRS microscopy holds potential for improving the accuracy of brain tumor surgery.
PMCID:4900155
PMID: 26468325
ISSN: 1946-6242
CID: 1873082
Incomplete Susac syndrome exacerbated after natalizumab
Zhovtis Ryerson, Lana; Kister, Ilya; Snuderl, Matija; Magro, Cynthia; Bielekova, Bibiana
PMCID:4582900
PMID: 26445727
ISSN: 2332-7812
CID: 1793192
Cortical Gray-White Matter Blurring and Cognitive Morbidity in Focal Cortical Dysplasia
Blackmon, Karen; Kuzniecky, Ruben; Barr, William B; Snuderl, Matija; Doyle, Werner; Devinsky, Orrin; Thesen, Thomas
Focal cortical dysplasia (FCD) is a malformation of cortical development that is associated with high rates of cognitive morbidity. However, the degree to which specific irregularities of dysplastic tissue directly impact cognition remains unknown. This study investigates the relationship between blurring of the cortical gray and white matter boundary on magnetic resonance imaging (MRI) and global cognitive abilities in FCD. Gray-white blurring (GWB) is quantified by sampling the non-normalized T1 image intensity contrast above and below the gray and white matter interface along the cortical mantle. Spherical averaging is used to compare resulting GWB for patients with histopathologically verified FCD with matched controls. Whole-brain correlational analyses are used to investigate the relationship between blurring and general cognitive abilities, controlling for epilepsy duration. Results show that cognitive performance is reduced in patients with FCD relative to controls. Patients show increased GWB in bilateral temporal, parietal, and frontal regions. Furthermore, increased GWB in these regions is linearly related to decreased cognition and mediates group differences in cognitive performance. These findings demonstrate that GWB is a marker of reduced cognitive efficiency in FCD that can potentially be used to probe general and domain-specific cognitive functions in other neurological disorders.
PMID: 24770710
ISSN: 1047-3211
CID: 921782
Anaplastic pleomorphic xanthoastrocytoma with spinal leptomeningeal spread at the time of diagnosis in an adult
Benjamin, Carolina; Faustin, Arline; Snuderl, Matija; Pacione, Donato
We describe the first patient, to our knowledge, with anaplastic pleomorphic xanthoastrocytoma (PXA) with spinal leptomeningeal spread at the time of diagnosis and present a review of the literature. PXA is a tumor that typically has an indolent course but occasionally, when anaplastic features are present, behaves in a more aggressive manner. We found that PXA with spinal leptomeningeal spread at the time of diagnosis confers a worse prognosis. Craniospinal imaging should be obtained at time of diagnosis of PXA and the presence of leptomeningeal spread may be indicative of a more aggressive disease process.
PMID: 25934112
ISSN: 1532-2653
CID: 1557472