4 results on '"Tuan, Tran M."'
Search Results
2. Periapical Lesion Diagnosis Support System Based on X-ray Images Using Machine Learning Technique
- Author
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Ngoc, Vo TN, primary, Viet, Do H, additional, Anh, Le K, additional, Minh, Dinh Q, additional, Nghia, Le L, additional, Loan, Hoang K, additional, Tuan, Tran M, additional, Ngan, Tran T, additional, and Tra, Nguyen T, additional
- Published
- 2021
- Full Text
- View/download PDF
3. IMMU-35. TRANSCRIPTIONALLY DEFINED IMMUNE CONTEXTURE IN HUMAN GLIOMAS AT SINGLE-CELL RESOLUTION
- Author
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Tuan Tran M, Frederick Lang, Jianzhuo Li, Atul Maheshwari, Linghua Wang, Carlos Kamiya-Matsuoka, Veerakumar Balasubramaniyan, Krishna P. Bhat, Krishna Bojja, Pravesh Gupta, Joy Gumin, Nicholas Navin, Huma Shehwana, Martina Ott, Amy B. Heimberger, Cynthia Kassab, John de Groot, and Minghao Dang
- Subjects
Cancer Research ,Immune system ,medicine.anatomical_structure ,Oncology ,Immunology ,Resolution (electron density) ,Cell ,medicine ,Neurology (clinical) ,Biology ,Cell biology - Abstract
The brain tumor immune microenvironment (TIME) continuously evolves during glioma progression and a comprehensive understanding of the glioma-centric immune cell repertoire beyond a priori cell types and/or states is uncharted. Consequently, we performed single-cell RNA-sequencing on ~123,000 tumor-derived immune cells from 17-pathologically stratified, IDH (isocitrate dehydrogenase)-differential primary, recurrent human gliomas, and non-glioma brains. Our analysis delineated predominant 34-myeloid cell clusters (~75%) over 28-lymphoid cell clusters (~25%) reflecting enormous heterogeneity within and across gliomas. The glioma immune diversity spanned functionally imprinted phagocytic, antigen-presenting, hypoxia, angiogenesis and, tumoricidal myeloid to classical cytotoxic lymphoid subpopulations. Specifically, IDH-mutant gliomas were enriched for brain-resident microglial subpopulations in contrast to enhanced bone barrow-derived infiltrates in IDH-wild type, especially in a recurrent setting. Microglia attrition in IDH-wild type -primary and -recurrent gliomas were concomitant with invading monocyte-derived cells with semblance to dendritic cell and macrophage/microglia like transcriptomic features. Additionally, microglial functional diversification was noted with disease severity and mostly converged to inflammatory states in IDH-wild type recurrent gliomas. Beyond dendritic cells, multiple antigen-presenting cellular states expanded with glioma severity especially in IDH-wild type primary and recurrent- gliomas. Furthermore, we noted differential microglia and dendritic cell inherent antigen presentation axis viz, osteopontin, and classical HLAs in IDH subtypes and, glioma-wide non-PD1 checkpoints associations in T cells like Galectin9 and Tim-3. As a general utility, our immune cell deconvolution approach with single-cell-matched bulk RNA sequencing data faithfully resolved 58-cell states which provides glioma specific immune reference for digital cytometry application to genomics datasets. Resultantly, we identified prognosticator immune cell-signatures from TCGA cohorts as one of many potential immune responsiveness applications of the curated signatures for basic and translational immune-genomics efforts. Thus, we not only provide an unprecedented insight of glioma TIME but also present an immune data resource that can be exploited to guide pragmatic glioma immunotherapy designs.
- Published
- 2020
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- View/download PDF
4. A Dysregulated Balance of Proinflammatory and Anti-Inflammatory Host Cytokine Response Early During Therapy Predicts Persistence and Mortality in Staphylococcus aureus Bacteremia.
- Author
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Minejima E, Bensman J, She RC, Mack WJ, Tuan Tran M, Ny P, Lou M, Yamaki J, Nieberg P, Ho J, and Wong-Beringer A
- Subjects
- Adult, Aged, Bacteremia drug therapy, Female, Humans, Male, Methicillin-Resistant Staphylococcus aureus isolation & purification, Middle Aged, Prospective Studies, Staphylococcal Infections drug therapy, Staphylococcal Infections immunology, Staphylococcus aureus isolation & purification, Treatment Outcome, United States, Anti-Bacterial Agents therapeutic use, Bacteremia immunology, Interleukins blood, Methicillin-Resistant Staphylococcus aureus drug effects, Staphylococcal Infections mortality, Staphylococcus aureus drug effects, Tumor Necrosis Factor-alpha blood
- Abstract
Objectives: The contribution of individual immune response to Staphylococcus aureus bacteremia on outcome has not been well studied. The objective was to relate the host cytokine response to outcome of Staphylococcus aureus bacteremia., Design: Prospective observational study., Setting: Three U.S. university-affiliated medical centers., Patients: Adult patients infected with Staphylococcus aureus bacteremia hospitalized between July 2012 and August 2014., Interventions: Blood specimens were obtained at Staphylococcus aureus bacteremia onset and 72 hours after therapy initiation. Levels of tissue necrosis factor, interleukin-6, interleukin-8, interleukin-17A, and interleukin-10 were measured by enzyme-linked immunosorbent assay at each time point and compared between those with persistent bacteremia (≥ 4 d) and resolving bacteremia. Primary outcome was persistent bacteremia after 4 days of effective therapy. Secondary outcomes were 30-day mortality and 30-day recurrence., Measurements and Main Results: A total of 196 patients were included (mean age, 59 yr); of them, 33% had methicillin-resistant Staphylococcus aureus bacteremia. Forty-seven percent of the methicillin-resistant Staphylococcus aureus strains were staphylococcal cassette chromosome mec IV. Persistent bacteremia occurred in 24% of patients (47/196); they were more likely to die than resolving bacteremia group (28% vs 5%; p < 0.001). Compared with resolving bacteremia group, persistent bacteremia patients had higher initial median levels of tissue necrosis factor (44.73 vs 21.68 pg/mL; p < 0.001), interleukin-8 (124.76 vs 47.48 pg/mL; p = 0.028), and interleukin-10 (104.31 vs 29.72 pg/mL; p < 0.001). Despite 72 hours of treatment, levels remained higher for the persistent bacteremia group than for the resolving bacteremia group (tissue necrosis factor: 26.95 vs 18.38 pg/mL, p = 0.02; interleukin-8: 70.75 vs 27.86 pg/mL, p = 0.002; interleukin-6: 67.50 vs 21.81 pg/mL, p = 0.005; and interleukin-10: 30.98 vs 12.60 pg/mL, p < 0.001). Interleukin-17A levels were similar between groups at both time points. After controlling for confounding variables by multivariate analysis, interleukin-10/tissue necrosis factor ratio at 72 hours most significantly predicted persistence (odds ratio, 2.98; 95% CI, 1.39-6.39; p = 0.005) and mortality (odds ratio, 9.87; 95% CI, 2.64-36.91; p < 0.001) at values more than 1.00 and more than 2.56, respectively., Conclusions: Sustained elevation of interleukin-10/tissue necrosis factor ratio at 72 hours suggests a dysregulated immune response and may be used to guide management to improve outcomes.
- Published
- 2016
- Full Text
- View/download PDF
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