86 results on '"Anna A. Belkina"'
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2. A targetable ‘rogue’ neutrophil-subset, [CD11b+DEspR+] immunotype, is associated with severity and mortality in acute respiratory distress syndrome (ARDS) and COVID-19-ARDS
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Victoria L. M. Herrera, Allan J. Walkey, Mai Q. Nguyen, Christopher M. Gromisch, Julie Z. Mosaddhegi, Matthew S. Gromisch, Bakr Jundi, Soeren Lukassen, Saskia Carstensen, Ridiane Denis, Anna C. Belkina, Rebecca M. Baron, Mayra Pinilla-Vera, Meike Mueller, W. Taylor Kimberly, Joshua N. Goldstein, Irina Lehmann, Angela R. Shih, Roland Eils, Bruce D. Levy, and Nelson Ruiz-Opazo
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Medicine ,Science - Abstract
Abstract Neutrophil-mediated secondary tissue injury underlies acute respiratory distress syndrome (ARDS) and progression to multi-organ-failure (MOF) and death, processes linked to COVID-19-ARDS. This secondary tissue injury arises from dysregulated neutrophils and neutrophil extracellular traps (NETs) intended to kill pathogens, but instead cause cell-injury. Insufficiency of pleiotropic therapeutic approaches delineate the need for inhibitors of dysregulated neutrophil-subset(s) that induce subset-specific apoptosis critical for neutrophil function-shutdown. We hypothesized that neutrophils expressing the pro-survival dual endothelin-1/VEGF-signal peptide receptor, DEspR, are apoptosis-resistant like DEspR+ cancer-cells, hence comprise a consequential pathogenic neutrophil-subset in ARDS and COVID-19-ARDS. Here, we report the significant association of increased peripheral DEspR+CD11b+ neutrophil-counts with severity and mortality in ARDS and COVID-19-ARDS, and intravascular NET-formation, in contrast to DEspR[-] neutrophils. We detect DEspR+ neutrophils and monocytes in lung tissue patients in ARDS and COVID-19-ARDS, and increased neutrophil RNA-levels of DEspR ligands and modulators in COVID-19-ARDS scRNA-seq data-files. Unlike DEspR[-] neutrophils, DEspR+CD11b+ neutrophils exhibit delayed apoptosis, which is blocked by humanized anti-DEspR-IgG4S228P antibody, hu6g8, in ex vivo assays. Ex vivo live-cell imaging of Rhesus-derived DEspR+CD11b+ neutrophils showed hu6g8 target-engagement, internalization, and induction of apoptosis. Altogether, data identify DEspR+CD11b+ neutrophils as a targetable ‘rogue’ neutrophil-subset associated with severity and mortality in ARDS and COVID-19-ARDS.
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- 2022
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3. Multi-modal profiling of human fetal liver hematopoietic stem cells reveals the molecular signature of engraftment
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Kim Vanuytsel, Carlos Villacorta-Martin, Jonathan Lindstrom-Vautrin, Zhe Wang, Wilfredo F. Garcia-Beltran, Vladimir Vrbanac, Dylan Parsons, Evan C. Lam, Taylor M. Matte, Todd W. Dowrey, Sara S. Kumar, Mengze Li, Feiya Wang, Anthony K. Yeung, Gustavo Mostoslavsky, Ruben Dries, Joshua D. Campbell, Anna C. Belkina, Alejandro B. Balazs, and George J. Murphy
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Science - Abstract
During human embryonic development, haematopoietic stem cells of the foetal liver undergo expansion, while retaining engraftment capacity. Here the authors apply CITE-seq to profile single cells from a human foetal liver, identifying a molecular signature of engraftment potential
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- 2022
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4. Antigen presentation by lung epithelial cells directs CD4+ TRM cell function and regulates barrier immunity
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Anukul T. Shenoy, Carolina Lyon De Ana, Emad I. Arafa, Isabelle Salwig, Kimberly A. Barker, Filiz T. Korkmaz, Aditya Ramanujan, Neelou S. Etesami, Alicia M. Soucy, Ian M. C. Martin, Brian R. Tilton, Anne Hinds, Wesley N. Goltry, Hasmeena Kathuria, Thomas Braun, Matthew R. Jones, Lee J. Quinton, Anna C. Belkina, and Joseph P. Mizgerd
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Science - Abstract
The maintenance of T resident memory (TRM) cells within pulmonary tissues is incompletely understood. Here the authors show that antigen presentation by lung epithelial cells maintains function and phenotype of pulmonary TRM cells within specific locational niches.
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- 2021
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5. Recruitment and training of alveolar macrophages after pneumococcal pneumonia
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Emad I. Arafa, Anukul T. Shenoy, Kimberly A. Barker, Neelou S. Etesami, Ian M.C. Martin, Carolina Lyon De Ana, Elim Na, Christine V. Odom, Wesley N. Goltry, Filiz T. Korkmaz, Alicia K. Wooten, Anna C. Belkina, Antoine Guillon, E. Camilla Forsberg, Matthew R. Jones, Lee J. Quinton, and Joseph P. Mizgerd
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Immunology ,Pulmonology ,Medicine - Abstract
Recovery from pneumococcal pneumonia remodels the pool of alveolar macrophages so that they exhibit new surface marker profiles, transcriptomes, metabolomes, and responses to infection. Mechanisms mediating alveolar macrophage phenotypes after pneumococcal pneumonia have not been delineated. IFN-γ and its receptor on alveolar macrophages were essential for certain, but not all, aspects of the remodeled alveolar macrophage phenotype. IFN-γ was produced by CD4+ T cells plus other cells, and CD4+ cell depletion did not prevent alveolar macrophage remodeling. In mice infected or recovering from pneumococcus, monocytes were recruited to the lungs, and the monocyte-derived macrophages developed characteristics of alveolar macrophages. CCR2 mediated the early monocyte recruitment but was not essential to the development of the remodeled alveolar macrophage phenotype. Lineage tracing demonstrated that recovery from pneumococcal pneumonias converted the pool of alveolar macrophages from being primarily of embryonic origin to being primarily of adult hematopoietic stem cell origin. Alveolar macrophages of either origin demonstrated similar remodeled phenotypes, suggesting that ontogeny did not dictate phenotype. Our data reveal that the remodeled alveolar macrophage phenotype in lungs recovered from pneumococcal pneumonia results from a combination of new recruitment plus training of both the original cells and the new recruits.
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- 2022
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6. Automated optimized parameters for T-distributed stochastic neighbor embedding improve visualization and analysis of large datasets
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Anna C. Belkina, Christopher O. Ciccolella, Rina Anno, Richard Halpert, Josef Spidlen, and Jennifer E. Snyder-Cappione
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Science - Abstract
Visualisation tools that use dimensionality reduction, such as t-SNE, provide poor visualisation on large data sets of millions of observations. Here the authors present opt-SNE, that automatically finds data set-tailored parameters for t-SNE to optimise visualisation and improve analysis.
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- 2019
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7. Novel ELISA Protocol Links Pre-Existing SARS-CoV-2 Reactive Antibodies With Endemic Coronavirus Immunity and Age and Reveals Improved Serologic Identification of Acute COVID-19 via Multi-Parameter Detection
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Rachel R. Yuen, Dylan Steiner, Riley M.F. Pihl, Elizabeth Chavez, Alex Olson, Erika L. Smith, Lillia A. Baird, Filiz Korkmaz, Patricia Urick, Manish Sagar, Jacob L. Berrigan, Suryaram Gummuluru, Ronald B. Corley, Karen Quillen, Anna C. Belkina, Gustavo Mostoslavsky, Ian R. Rifkin, Yachana Kataria, Amedeo J. Cappione, Wenda Gao, Nina H. Lin, Nahid Bhadelia, and Jennifer E. Snyder-Cappione
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SARS-CoV-2 ,COVID-19 ,antibodies ,serology ,nucleocapsid (N) ,receptor binding domain (RBD) ,Immunologic diseases. Allergy ,RC581-607 - Abstract
The COVID-19 pandemic has drastically impacted work, economy, and way of life. Sensitive measurement of SARS-CoV-2 specific antibodies would provide new insight into pre-existing immunity, virus transmission dynamics, and the nuances of SARS-CoV-2 pathogenesis. To date, existing SARS-CoV-2 serology tests have limited utility due to insufficient reliable detection of antibody levels lower than what is typically present after several days of symptoms. To measure lower quantities of SARS-CoV-2 IgM, IgG, and IgA with higher resolution than existing assays, we developed a new ELISA protocol with a distinct plate washing procedure and timed plate development via use of a standard curve. Very low optical densities from samples added to buffer coated wells at as low as a 1:5 dilution are reported using this ‘BU ELISA’ method. Use of this method revealed circulating SARS-CoV-2 receptor binding domain (RBD) and nucleocapsid protein (N) reactive antibodies (IgG, IgM, and/or IgA) in 44 and 100 percent of pre-pandemic subjects, respectively, and the magnitude of these antibodies tracked with antibody levels of analogous viral proteins from endemic coronavirus (eCoV) strains. The disease status (HIV, SLE) of unexposed subjects was not linked with SARS-CoV-2 reactive antibody levels; however, quantities were significantly lower in subjects over 70 years of age compared with younger counterparts. Also, we measured SARS-CoV-2 RBD- and N- specific IgM, IgG, and IgA antibodies from 29 SARS-CoV-2 infected individuals at varying disease states, including 10 acute COVID-19 hospitalized subjects with negative serology results by the EUA approved Abbott IgG chemiluminescent microparticle immunoassay. Measurements of SARS-CoV-2 RBD- and N- specific IgM, IgG, IgA levels measured by the BU ELISA revealed higher signal from 9 of the 10 Abbott test negative COVID-19 subjects than all pre-pandemic samples for at least one antibody specificity/isotype, implicating improved serologic identification of SARS-CoV-2 infection via multi-parameter, high sensitive antibody detection. We propose that this improved ELISA protocol, which is straightforward to perform, low cost, and uses readily available commercial reagents, is a useful tool to elucidate new information about SARS-CoV-2 infection and immunity and has promising implications for improved detection of all analytes measurable by this platform.
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- 2021
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8. Shifts of Immune Cell Populations Differ in Response to Different Effectors of Beige Remodeling of Adipose Tissue
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Nabil Rabhi, Anna C. Belkina, Kathleen Desevin, Briana Noel Cortez, and Stephen R. Farmer
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Biological Sciences ,Endocrinology ,Omics ,Transcriptomics ,Science - Abstract
Summary: White adipose tissue (WAT) is a dynamic tissue, which responds to environmental stimuli and dietary cues by changing its morphology and metabolic capacity. The ability of WAT to undergo a beige remodeling has become an appealing strategy to combat obesity and its comorbidities. Here, by using single-cell RNA sequencing, we provide a comprehensive atlas of the cellular dynamics during beige remodeling. We reveal drastic changes both in the overall cellular composition and transcriptional states of individual cell subtypes between Adrb3- and cold-induced beiging. Moreover, we demonstrate that cold induces a myeloid to lymphoid shift of the immune compartment compared to Adrb3 activation. Further analysis showed that, Adrb3 stimulation leads to activation of the interferon/Stat1 pathways favoring infiltration of myeloid immune cells, while repression of this pathway by cold promotes lymphoid immune cell recruitment. These findings highlight that pharmacological mimetics may not provide the same beneficial effects as physiological stimuli.
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- 2020
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9. HIV-1 intron-containing RNA expression induces innate immune activation and T cell dysfunction
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Hisashi Akiyama, Caitlin M. Miller, Chelsea R. Ettinger, Anna C. Belkina, Jennifer E. Snyder-Cappione, and Suryaram Gummuluru
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Science - Abstract
Type I Interferon is thought to be a driving force for immune activation and T cell exhaustion during HIV infection. Here the authors show that intron-containing HIV RNA induces innate immune activation resulting in associated T cell dysfunction.
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- 2018
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10. Functional and genomic analyses reveal therapeutic potential of targeting β-catenin/CBP activity in head and neck cancer
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Vinay K. Kartha, Khalid A. Alamoud, Khikmet Sadykov, Bach-Cuc Nguyen, Fabrice Laroche, Hui Feng, Jina Lee, Sara I. Pai, Xaralabos Varelas, Ann Marie Egloff, Jennifer E. Snyder-Cappione, Anna C. Belkina, Manish V. Bais, Stefano Monti, and Maria A. Kukuruzinska
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HNSCC ,β-Catenin/CBP transcriptional activity ,Aggressive tumor cells ,ICG-001 ,TCGA ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Head and neck squamous cell carcinoma (HNSCC) is an aggressive malignancy characterized by tumor heterogeneity, locoregional metastases, and resistance to existing treatments. Although a number of genomic and molecular alterations associated with HNSCC have been identified, they have had limited impact on the clinical management of this disease. To date, few targeted therapies are available for HNSCC, and only a small fraction of patients have benefited from these treatments. A frequent feature of HNSCC is the inappropriate activation of β-catenin that has been implicated in cell survival and in the maintenance and expansion of stem cell-like populations, thought to be the underlying cause of tumor recurrence and resistance to treatment. However, the therapeutic value of targeting β-catenin activity in HNSCC has not been explored. Methods We utilized a combination of computational and experimental profiling approaches to examine the effects of blocking the interaction between β-catenin and cAMP-responsive element binding (CREB)-binding protein (CBP) using the small molecule inhibitor ICG-001. We generated and annotated in vitro treatment gene expression signatures of HNSCC cells, derived from human oral squamous cell carcinomas (OSCCs), using microarrays. We validated the anti-tumorigenic activity of ICG-001 in vivo using SCC-derived tumor xenografts in murine models, as well as embryonic zebrafish-based screens of sorted stem cell-like subpopulations. Additionally, ICG-001-inhibition signatures were overlaid with RNA-sequencing data from The Cancer Genome Atlas (TCGA) for human OSCCs to evaluate its association with tumor progression and prognosis. Results ICG-001 inhibited HNSCC cell proliferation and tumor growth in cellular and murine models, respectively, while promoting intercellular adhesion and loss of invasive phenotypes. Furthermore, ICG-001 preferentially targeted the ability of subpopulations of stem-like cells to establish metastatic tumors in zebrafish. Significantly, interrogation of the ICG-001 inhibition-associated gene expression signature in the TCGA OSCC human cohort indicated that the targeted β-catenin/CBP transcriptional activity tracked with tumor status, advanced tumor grade, and poor overall patient survival. Conclusions Collectively, our results identify β-catenin/CBP interaction as a novel target for anti-HNSCC therapy and provide evidence that derivatives of ICG-001 with enhanced inhibitory activity may serve as an effective strategy to interfere with aggressive features of HNSCC.
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- 2018
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11. Abstract P1-04-12: Pathway analysis of immune checkpoint gene regulation as altered in Type 2 diabetes: Implications for breast cancer patients treated with checkpoint inhibitors
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Christina S. Ennis, Pablo LLevenes, Manohar Kolla, Naser Jafari, Anna C Belkina, and Gerald V. Denis
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Cancer Research ,Oncology - Abstract
Background: Mediators of immune exhaustion are an active area of breast cancer research. Type II diabetes mellitus (T2D), the most common metabolic disorder, both increases breast cancer incidence and decreases survival. Despite this clear link, impacts of the T2D immune phenotype on cancer remain poorly understood. We have previously demonstrated that the chronic inflammatory state of T2D leads to immune exhaustion, but how the T2D breast microenvironment interacts with T cells is unclear. Exosomes are crucial components of intercellular communication and are associated with increased breast cancer aggressiveness. Given this function, we hypothesized that T2D adipocyte-derived exosomes drive T cell exhaustion. Here, we characterize expression patterns and regulatory networks driving T2D immune phenotypes. Methods: Exosomes were first isolated from culture media of mature human primary breast adipocytes from, either insulin-sensitive (IS), or rendered insulin-resistant (IR) by ex vivo TNFα-treatment. Human primary peripheral blood mononuclear cells (PBMCs) from nondiabetic (ND) and T2D donors were stimulated ex vivo with plate bound anti-CD3 (5 ug/ml) and soluble CD28 (2 ug/ml) for 48 hours and treated with exosomes. Different small molecule inhibitors of the bromo and extraterminal (BET) protein family, including the pan-BET inhibitor JQ1 and the BRD4-selective PROTAC degrader MZ-1, were used to identify BET protein-regulated targets. We also used the AMP-activating protein kinase (AMPK) inhibitor Compound-C to identify the role of this pathway in activating this major epigenetic player. Multicolor flow cytometry was subsequently performed with an LSRII cytometer to assess expression of inhibitory receptors PD-1, CTLA-4, TIM-3 and TIGIT on immune subsets. Events for live cells were analyzed in FlowJo. Cytokines were collected from conditioned media and analyzed via Th17 cytokine staining panel. Results: We observed that exosomes derived from IR breast adipocytes increase expression of immune exhaustion markers in CD4+ and CD8+ T cells, compared to IS or ND matched controls. Additionally, we define signal transduction among BET proteins, AMPK signaling, and immune checkpoint expression. Lastly, we identify changes in cytokine profile between IS and IR treated groups. Taken together, our findings suggest a network of immune regulation imparted by exosomes. Impacts: Metabolic health does not inform the current standard of care in breast medical oncology, which contributes to a large, underserved population in which treatment plans are not well established or optimized for their comorbidities. Our findings offer a deeper understanding of immune checkpoint regulation in T2D and suggest new insights into treatment of diabetic breast cancer patients. Citation Format: Christina S. Ennis, Pablo LLevenes, Manohar Kolla, Naser Jafari, Anna C Belkina, Gerald V. Denis. Pathway analysis of immune checkpoint gene regulation as altered in Type 2 diabetes: Implications for breast cancer patients treated with checkpoint inhibitors [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P1-04-12.
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- 2022
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12. Multi-modal profiling of peripheral blood cells across the human lifespan reveals distinct immune cell signatures of aging and longevity
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Tanya T. Karagiannis, Todd W. Dowrey, Carlos Villacorta-Martin, Monty Montano, Eric Reed, Anna C. Belkina, Stacy L. Andersen, Thomas T. Perls, Stefano Monti, George J. Murphy, and Paola Sebastiani
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General Medicine ,Articles ,General Biochemistry, Genetics and Molecular Biology - Abstract
BACKGROUND: Age-related changes in immune cell composition and functionality are associated with multimorbidity and mortality. However, many centenarians delay the onset of aging-related disease suggesting the presence of elite immunity that remains highly functional at extreme old age. METHODS: To identify immune-specific patterns of aging and extreme human longevity, we analyzed novel single cell profiles from the peripheral blood mononuclear cells (PBMCs) of a random sample of 7 centenarians (mean age 106) and publicly available single cell RNA-sequencing (scRNA-seq) datasets that included an additional 7 centenarians as well as 52 people at younger ages (20–89 years). FINDINGS: The analysis confirmed known shifts in the ratio of lymphocytes to myeloid cells, and noncytotoxic to cytotoxic cell distributions with aging, but also identified significant shifts from CD4(+) T cell to B cell populations in centenarians suggesting a history of exposure to natural and environmental immunogens. We validated several of these findings using flow cytometry analysis of the same samples. Our transcriptional analysis identified cell type signatures specific to exceptional longevity that included genes with age-related changes (e.g., increased expression of STK17A, a gene known to be involved in DNA damage response) as well as genes expressed uniquely in centenarians’ PBMCs (e.g., S100A4, part of the S100 protein family studied in age-related disease and connected to longevity and metabolic regulation). INTERPRETATION: Collectively, these data suggest that centenarians harbor unique, highly functional immune systems that have successfully adapted to a history of insults allowing for the achievement of exceptional longevity. FUNDING: TK, SM, PS, GM, SA, TP are supported by 10.13039/100000002NIH-10.13039/100000049NIAUH2AG064704 and U19AG023122. MM and PS are supported by 10.13039/100000002NIH10.13039/100000049NIA Pepper center: P30 AG031679-10. This project is supported by the Flow Cytometry Core Facility at BUSM. FCCF is funded by the NIH Instrumentation grant: S10 OD021587.
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- 2023
13. Multivariate Computational Analysis of Gamma Delta T Cell Inhibitory Receptor Signatures Reveals the Divergence of Healthy and ART-Suppressed HIV+ Aging
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Anna C. Belkina, Alina Starchenko, Katherine A. Drake, Elizabeth A. Proctor, Riley M. F. Pihl, Alex Olson, Douglas A. Lauffenburger, Nina Lin, and Jennifer E. Snyder-Cappione
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γδ T cell ,TIGIT ,HIV ,aging ,inflammation ,citrus ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Even with effective viral control, HIV-infected individuals are at a higher risk for morbidities associated with older age than the general population, and these serious non-AIDS events (SNAEs) track with plasma inflammatory and coagulation markers. The cell subsets driving inflammation in aviremic HIV infection are not yet elucidated. Also, whether ART-suppressed HIV infection causes premature induction of the inflammatory events found in uninfected elderly or if a novel inflammatory network ensues when HIV and older age co-exist is unclear. In this study we measured combinational expression of five inhibitory receptors (IRs) on seven immune cell subsets and 16 plasma markers from peripheral blood mononuclear cells (PBMC) and plasma samples, respectively, from a HIV and Aging cohort comprised of ART-suppressed HIV-infected and uninfected controls stratified by age (≤35 or ≥50 years old). For data analysis, multiple multivariate computational algorithms [cluster identification, characterization, and regression (CITRUS), partial least squares regression (PLSR), and partial least squares-discriminant analysis (PLS-DA)] were used to determine if immune parameter disparities can distinguish the subject groups and to investigate if there is a cross-impact of aviremic HIV and age on immune signatures. IR expression on gamma delta (γδ) T cells exclusively separated HIV+ subjects from controls in CITRUS analyses and secretion of inflammatory cytokines and cytotoxic mediators from γδ T cells tracked with TIGIT expression among HIV+ subjects. Also, plasma markers predicted the percentages of TIGIT+ γδ T cells in subjects with and without HIV in PSLR models, and a PLS-DA model of γδ T cell IR signatures and plasma markers significantly stratified all four of the subject groups (uninfected younger, uninfected older, HIV+ younger, and HIV+ older). These data implicate γδ T cells as an inflammatory driver in ART-suppressed HIV infection and provide evidence of distinct “inflamm-aging” processes with and without ART-suppressed HIV infection.
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- 2018
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14. CPHEN‐011: Comprehensive phenotyping of murine lung resident lymphocytes after recovery from pneumococcal pneumonia
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Carolina Lyon De Ana, Kimberly A. Barker, Joseph P. Mizgerd, Anukul T. Shenoy, E.I. Arafa, I.M.C. Martin, and Anna C. Belkina
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Histology ,Lung ,medicine.diagnostic_test ,biology ,Cell Biology ,Pneumonia, Pneumococcal ,CD8-Positive T-Lymphocytes ,medicine.disease ,Acquired immune system ,Phenotype ,Pathology and Forensic Medicine ,Flow cytometry ,Mice ,medicine.anatomical_structure ,Immune system ,Immunity ,Immunology ,Pneumococcal pneumonia ,medicine ,biology.protein ,Animals ,Lymphocytes ,Antibody ,Immunologic Memory - Abstract
Recovery from pneumococcal (Spn) pneumonia induces development of tissue resident memory CD4+ TRM cells, BRM cells, and antibody secreting plasma cells in experienced lungs. These tissue resident lymphocytes confer protection against subsequent lethal challenge by serotype mismatched Spn (termed as heterotypic immunity). While traditional flow cytometry and gating strategies support premeditated identification of cells using a limited set of markers, discovery of novel tissue resident lymphocytes necessitates stable platforms that can handle larger sets of phenotypic markers and lends itself to unbiased clustering approaches. In this report, we leverage the power of full spectrum flow cytometry (FSFC) to develop a comprehensive panel of phenotypic markers that allows identification of multiple subsets of tissue resident lymphocytes in Spn-experienced murine lungs. Using Phenograph algorithm on this multidimensional data, we identify unforeseen heterogeneity in lung resident adaptive immune landscape which includes unexpected subsets of TRM and BRM cells. Further, using conventional gating strategy informed by our unsupervised clustering data, we confirm their presence exquisitely in Spn-experienced lungs as potentially relevant to heterotypic immunity and define CD73 as a highly expressed marker on TRM cells. Thus, our study emphasizes the utility of FSFC for confirmatory and discovery studies relating to tissue resident adaptive immunity.
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- 2021
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15. Antigen presentation by lung epithelial cells directs CD4+ TRM cell function and regulates barrier immunity
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Anne Hinds, E.I. Arafa, Anukul T. Shenoy, Thomas Braun, Matthew R. Jones, Carolina Lyon De Ana, Filiz Korkmaz, Aditya Ramanujan, Neelou S. Etesami, Kimberly A. Barker, Hasmeena Kathuria, Joseph P. Mizgerd, Alicia M. Soucy, Anna C. Belkina, Brian R. Tilton, Wesley N. Goltry, I.M.C. Martin, Isabelle Salwig, and Lee J. Quinton
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CD4-Positive T-Lymphocytes ,medicine.medical_treatment ,Science ,Cell ,Antigen presentation ,Antigen-presenting cells ,Fluorescent Antibody Technique ,General Physics and Astronomy ,Real-Time Polymerase Chain Reaction ,Immunological memory ,Article ,General Biochemistry, Genetics and Molecular Biology ,Flow cytometry ,Mice ,Immune system ,Microscopy, Electron, Transmission ,Antigen ,Leukocytes ,medicine ,Animals ,Antigen-presenting cell ,Lung ,CD4-positive T cells ,Antigen Presentation ,Multidisciplinary ,medicine.diagnostic_test ,Chemistry ,Epithelial Cells ,General Chemistry ,Flow Cytometry ,Epithelium ,Cell biology ,Mice, Inbred C57BL ,medicine.anatomical_structure ,Cytokine ,Mucosal immunology - Abstract
Barrier tissues are populated by functionally plastic CD4+ resident memory T (TRM) cells. Whether the barrier epithelium regulates CD4+ TRM cell locations, plasticity and activities remains unclear. Here we report that lung epithelial cells, including distinct surfactant protein C (SPC)lowMHChigh epithelial cells, function as anatomically-segregated and temporally-dynamic antigen presenting cells. In vivo ablation of lung epithelial MHC-II results in altered localization of CD4+ TRM cells. Recurrent encounters with cognate antigen in the absence of epithelial MHC-II leads CD4+ TRM cells to co-express several classically antagonistic lineage-defining transcription factors, changes their cytokine profiles, and results in dysregulated barrier immunity. In addition, lung epithelial MHC-II is needed for surface expression of PD-L1, which engages its ligand PD-1 to constrain lung CD4+ TRM cell phenotypes. Thus, we establish epithelial antigen presentation as a critical regulator of CD4+ TRM cell function and identify epithelial-CD4+ TRM cell immune interactions as core elements of barrier immunity., The maintenance of T resident memory (TRM) cells within pulmonary tissues is incompletely understood. Here the authors show that antigen presentation by lung epithelial cells maintains function and phenotype of pulmonary TRM cells within specific locational niches.
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- 2021
16. Longitudinal analysis reveals elevation then sustained higher expression of autoantibodies for six months after SARS-CoV-2 infection
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Nahid Bhadelia, Alex Olson, Erika Smith, Katherine Riefler, Jacob Cabrejas, Maria-Jose Ayuso, Katherine Clarke, Rachel R. Yuen, Nina H. Lin, Zachary J. Manickas-Hill, Ian Rifkin, Andreea Bujor, Manish Sagar, Anna C. Belkina, and Jennifer E. Snyder-Cappione
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High autoantibody levels are found in individuals hospitalized for COVID-19. The temporal trajectories and levels of these autoantibodies months into convalescence after SARS-CoV-2 infection are unclear. It is also unknown if the composite autoantibody signatures of convalescent SARS-CoV-2-infected individuals resemble those with diagnosed autoimmune diseases. We measured the circulating levels of 17 autoantibodies associated with autoimmune connective tissue diseases from SARS-CoV-2 hospitalized and outpatient participants, as well as from individuals with scleroderma (SSc), systemic lupus erythematosus (SLE), and uninfected pre-pandemic controls. Seven of the 17 autoantibodies measured were higher in hospitalized and/or outpatient SARS-CoV-2 individuals an average of six months after symptom onset compared with controls, with multivariate analyses revealing links between SARS-CoV-2 infection and positivity of SSB-La, Sm, Proteinase 3, Myleoperoxidase, Jo-1, and Ku reactive IgG six months post-symptom onset. Autoantibody levels from SARS-CoV-2 infected individuals were followed over time from initial symptom onset for an average of six months, and different temporal autoantibody trajectories were classified. A ‘negative, then positive’ expression pattern was found for at least one autoantibody in 18% of the outpatient and 53% of the hospitalized participants, indicating initiation and durable expression of self-reactive immune responses post-infection, particularly with severe acute illness. Analysis of individual participant autoantibody expression patterns revealed similar patterns between pre-pandemic and convalescent SARS-CoV-2 infected groups that are distinct from participants with both the SSc and SLE. As autoantibody positivity can occur years prior to autoimmune disease onset, the possibility that SARS-CoV-2-associated autoantibodies are a herald of future autoimmune disorders requires further investigation.One Sentence SummaryAutoantibody levels rise after acute SARS-CoV-2 infection and remain elevated for at least six months after symptom onset in participants with mild or severe COVID-19.
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- 2022
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17. BET Bromodomain Proteins Brd2, Brd3 and Brd4 Selectively Regulate Metabolic Pathways in the Pancreatic β-Cell.
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Jude T Deeney, Anna C Belkina, Orian S Shirihai, Barbara E Corkey, and Gerald V Denis
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Medicine ,Science - Abstract
Displacement of Bromodomain and Extra-Terminal (BET) proteins from chromatin has promise for cancer and inflammatory disease treatments, but roles of BET proteins in metabolic disease remain unexplored. Small molecule BET inhibitors, such as JQ1, block BET protein binding to acetylated lysines, but lack selectivity within the BET family (Brd2, Brd3, Brd4, Brdt), making it difficult to disentangle contributions of each family member to transcriptional and cellular outcomes. Here, we demonstrate multiple improvements in pancreatic β-cells upon BET inhibition with JQ1 or BET-specific siRNAs. JQ1 (50-400 nM) increases insulin secretion from INS-1 cells in a concentration dependent manner. JQ1 increases insulin content in INS-1 cells, accounting for increased secretion, in both rat and human islets. Higher concentrations of JQ1 decrease intracellular triglyceride stores in INS-1 cells, a result of increased fatty acid oxidation. Specific inhibition of both Brd2 and Brd4 enhances insulin transcription, leading to increased insulin content. Inhibition of Brd2 alone increases fatty acid oxidation. Overlapping yet discrete roles for individual BET proteins in metabolic regulation suggest new isoform-selective BET inhibitors may be useful to treat insulin resistant/diabetic patients. Results imply that cancer and diseases of chronic inflammation or disordered metabolism are related through shared chromatin regulatory mechanisms.
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- 2016
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18. Single-Cell Analysis of the Periodontal Immune Niche in Type 2 Diabetes
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Jennifer E. Snyder-Cappione, J.J. Lee, Chloe Habib, S. Kim, Jordan Carr, Hatice Hasturk, M. Cleveland, Barbara S. Nikolajczyk, Anna C. Belkina, H.H. Elgaali, Riley M.F. Pihl, and M. Azer
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Adult ,Male ,endocrine system diseases ,Cell ,Gingiva ,Inflammation ,Flow cytometry ,Immune system ,Single-cell analysis ,medicine ,Humans ,Periodontitis ,General Dentistry ,biology ,medicine.diagnostic_test ,Cluster of differentiation ,business.industry ,nutritional and metabolic diseases ,Research Reports ,Middle Aged ,medicine.disease ,medicine.anatomical_structure ,Diabetes Mellitus, Type 2 ,Integrin alpha M ,Immunology ,biology.protein ,Female ,Single-Cell Analysis ,medicine.symptom ,business - Abstract
Periodontitis (PD) is a common source of uncontrolled inflammation in obesity-associated type 2 diabetes (T2D). PD apparently fuels the inflammation of T2D and associates with poor glycemic control and increased T2D morbidity. New therapeutics are critically needed to counter the sources of periodontal infection and inflammation that are accelerated in people with T2D. The precise mechanisms underlying the relationship between PD and T2D remain poorly understood. Every major immune cell subset has been implicated in the unresolved inflammation of PD, regardless of host metabolic health. However, analyses of inflammatory cells in PD with human periodontal tissue have generally focused on mRNA quantification and immunohistochemical analyses, both of which provide limited information on immune cell function. We used a combination of flow cytometry for cell surface markers and enzyme-linked immunospot methods to assess the subset distribution and function of immune cells isolated from gingiva of people who had PD and were systemically healthy, had PD and T2D (PD/T2D), or, for flow cytometry, were systemically and orally healthy. T-cell subsets dominated the cellular immune compartment in gingiva from all groups, and B cells were relatively rare. Although immune cell frequencies were similar among groups, a higher proportion of CD11b+ or CD4+ cells secreted IFNγ/IL-10 or IL-8, respectively, in cells from PD/T2D samples as compared with PD-alone samples. Our data indicate that fundamental differences in gingival immune cell function between PD and T2D-potentiated PD may account for the increased risk and severity of PD in subjects with T2D. Such differences may suggest unexpected therapeutic targets for alleviating periodontal inflammation in people with T2D.
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- 2020
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19. DE-NOVO HEMATOPOIESIS FROM THE FETAL LUNG
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Anthony K. Yeung, Carlos Villacorta-Martin, Jonathan Lindstrom-Vautrin, Anna C. Belkina, Kim Vanuytsel, Todd W. Dowrey, Alexandra B. Ysasi, Vladimir Vrbanac, Gustavo Mostoslavsky, Alejandro B. Balazs, and George J. Murphy
- Abstract
SUMMARYHemogenic endothelial cells (HECs) are specialized cells that undergo endothelial to hematopoietic transition (EHT) to give rise to hematopoietic progenitors. Though not defined as a hematopoietic organ, the lung houses many resident hematopoietic cells, aids in platelet biogenesis, and is a reservoir for hematopoietic stem and progenitor cells (HSPCs), but lung HECs have never been described. Using explant cultures of murine and human fetal lungs, we demonstrate that the fetal lung is a source of HECs that have the functional capacity to undergo EHT to produce de-novo HSPCs. Flow cytometric and functional assessment of fetal lung explants showed the production of HSPCs that expressed key EHT and pre-HSPC markers. scRNA-Seq and small molecule modulation demonstrated that fetal lung EHT is reliant on canonical EHT signaling pathways. These findings suggest that functional HECs are present in the fetal lung, thus establishing this location as a potential extramedullary site of de-novo hematopoiesis.
- Published
- 2022
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20. A Specialized Population of Monocyte-Derived Tracheal Macrophages Promote Airway Epithelial Regeneration
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Alexandra B Ysasi, Anna Engler, Carlos Villacorta-Martin, Riley Pihl, Anna C Belkina, and George J Murphy
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Immunology ,Cell Biology ,Hematology ,Biochemistry - Published
- 2022
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21. BET protein targeting suppresses the PD-1/PD-L1 pathway in triple-negative breast cancer and elicits anti-tumor immune response
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Gerald V. Denis, Naser Jafari, Charlotte Smith, Anna C. Belkina, Allison N Casey, Guillaume Andrieu, and Jordan S. Shafran
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0301 basic medicine ,Cancer Research ,Cell Survival ,T-Lymphocytes ,medicine.medical_treatment ,T cell ,Programmed Cell Death 1 Receptor ,Triple Negative Breast Neoplasms ,chemical and pharmacologic phenomena ,medicine.disease_cause ,B7-H1 Antigen ,Article ,Interferon-gamma ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,Immune system ,Cell Line, Tumor ,PD-L1 ,Protein targeting ,medicine ,Humans ,Cytotoxic T cell ,Triple-negative breast cancer ,Cell Proliferation ,biology ,Chemistry ,Proteins ,Azepines ,Immunotherapy ,Triazoles ,medicine.disease ,Coculture Techniques ,Gene Expression Regulation, Neoplastic ,030104 developmental biology ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,biology.protein ,Cancer research ,Female ,Signal Transduction - Abstract
Therapeutic strategies aiming to leverage anti-tumor immunity are being intensively investigated as they show promising results in cancer therapy. The PD-1/PD-L1 pathway constitutes an important target to restore functional anti-tumor immune response. Here, we report that BET protein inhibition suppresses PD-1/PD-L1 in triple-negative breast cancer. BET proteins control PD-1 expression in T cells, and PD-L1 in breast cancer cell models. BET protein targeting reduces T cell-derived interferon-γ production and signaling, thereby suppressing PD-L1 induction in breast cancer cells. Moreover, BET protein inhibition improves tumor cell-specific T cell cytotoxic function. Overall, we demonstrate that BET protein targeting represents a promising strategy to overcome tumor-reactive T cell exhaustion and improve anti-tumor immune responses, by reducing the PD-1/PD-L1 axis in triple-negative breast cancer.
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- 2019
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22. Automated optimized parameters for T-distributed stochastic neighbor embedding improve visualization and analysis of large datasets
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Josef Spidlen, Rina Anno, Anna C. Belkina, Christopher O. Ciccolella, Jennifer E. Snyder-Cappione, and Richard Halpert
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0301 basic medicine ,Calibration (statistics) ,Computer science ,Computation ,Science ,Immunology ,General Physics and Astronomy ,Datasets as Topic ,computer.software_genre ,General Biochemistry, Genetics and Molecular Biology ,Article ,Machine Learning ,03 medical and health sciences ,Automation ,Mice ,0302 clinical medicine ,Animals ,Humans ,Divergence (statistics) ,lcsh:Science ,Principal Component Analysis ,Multidisciplinary ,Dimensionality reduction ,Data Visualization ,Gene Expression Profiling ,Computational Biology ,General Chemistry ,Flow Cytometry ,Visualization ,Computational biology and bioinformatics ,030104 developmental biology ,Nonlinear Dynamics ,030220 oncology & carcinogenesis ,t-distributed stochastic neighbor embedding ,lcsh:Q ,Data mining ,Heuristics ,Gradient descent ,computer ,Algorithms - Abstract
Accurate and comprehensive extraction of information from high-dimensional single cell datasets necessitates faithful visualizations to assess biological populations. A state-of-the-art algorithm for non-linear dimension reduction, t-SNE, requires multiple heuristics and fails to produce clear representations of datasets when millions of cells are projected. We develop opt-SNE, an automated toolkit for t-SNE parameter selection that utilizes Kullback-Leibler divergence evaluation in real time to tailor the early exaggeration and overall number of gradient descent iterations in a dataset-specific manner. The precise calibration of early exaggeration together with opt-SNE adjustment of gradient descent learning rate dramatically improves computation time and enables high-quality visualization of large cytometry and transcriptomics datasets, overcoming limitations of analysis tools with hard-coded parameters that often produce poorly resolved or misleading maps of fluorescent and mass cytometry data. In summary, opt-SNE enables superior data resolution in t-SNE space and thereby more accurate data interpretation., Visualisation tools that use dimensionality reduction, such as t-SNE, provide poor visualisation on large data sets of millions of observations. Here the authors present opt-SNE, that automatically finds data set-tailored parameters for t-SNE to optimise visualisation and improve analysis.
- Published
- 2019
23. Distinct Autoimmune Antibody Signatures Between Hospitalized Acute COVID-19 Patients, SARS-CoV-2 Convalescent Individuals, and Unexposed Pre-Pandemic Controls
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Yachana Kataria, Jennifer Cappione, Thomas Winter, Nahid Bhadelia, Nina Lin, Ian R. Rifkin, Alex Olson, Patricia Urick, Manish Sagar, Rachel Yuen, and Anna C. Belkina
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education.field_of_study ,biology ,business.industry ,Population ,Autoantibody ,Odds ratio ,medicine.disease ,medicine.disease_cause ,Asymptomatic ,Autoimmunity ,Immunology ,medicine ,biology.protein ,Antibody ,medicine.symptom ,Vasculitis ,Cell activation ,education ,business - Abstract
Increasing evidence suggests that autoimmunity may play a role in the pathophysiology of SARS-CoV-2 infection during both the acute and ‘long COVID’ phases of disease. However, an assessment of autoimmune antibodies in convalescent SARS-CoV-2 patients has not yet been reported.MethodologyWe compared the levels of 18 different IgG autoantibodies (AABs) between four groups: (1) unexposed pre-pandemic subjects from the general population (n = 29); (2) individuals hospitalized with acute moderate-severe COVID-19 (n = 20); (3) convalescent SARS-COV-2-infected subjects with asymptomatic to mild viral symptoms during the acute phase with samples obtained between 1.8 and 7.3 months after infection (n = 9); and (4) unexposed pre-pandemic subjects with systemic lupus erythematous (SLE) (n = 6). Total IgG and IgA levels were also measured from subjects in groups 1-3 to assess non-specific pan-B cell activation.ResultsAs expected, in multivariate analysis, AABs were detected at much higher odds in SLE subjects (5 of 6, 83%) compared to non-SLE pre-pandemic controls (11 of 29, 38%) [odds ratio (OR) 19.4,95% CI, 2.0 – 557.0, p = 0.03]. AAB detection (percentage of subjects with one or more autoantibodies) was higher in SARS-CoV-2 infected convalescent subjects (7 of 9, 78%) [OR 17.4, 95% CI, 2.0 – 287.4, p = 0.02] and subjects with acute COVID-19 (12 of 20, 60%) compared with non-SLE pre-pandemic controls, but was not statistically significant among the latter [OR 1.8,95% CI, 0.6 – 8.1, p = 0.23]. Within the convalescent subject group, AABs were detected in 5/5 with reported persistent symptoms and 2/4 without continued symptoms (p = 0.17). The multivariate computational algorithm Partial Least Squares Determinant Analysis (PLSDA) was used to determine if distinct AAB signatures distinguish subject groups 1-3. Of the 18 autoantibodies measured, anti-Beta 2-Glycoprotein, anti-Proteinase 3-ANCA, anti-Mi-2 and anti-PM/Scl-100 defined the convalescent group; anti-Proteinase 3-ANCA, anti-Mi-2, anti-Jo-1 and anti-RNP/SM defined acute COVID-19 subjects; and anti-Proteinase 3-ANCA, anti-Mi-2, anti-Jo-1, anti-Beta 2-Glycoprotein distinguished unexposed controls. The AABs defining SARS-COV-2 infected from pre-pandemic subjects are widely associated with myopathies, vasculitis, and antiphospholipid syndromes, conditions with some similarities to COVID-19. Compared to pre-pandemic non-SLE controls, subjects with acute COVID-19 had higher total IgG concentration (p-value=0.006) but convalescent subjects did not (p-value=0.08); no differences in total IgA levels were found between groups.ConclusionsOur findings support existing studies suggesting induction of immune responses to self-epitopes during acute, severe COVID-19 with evidence of general B cell hyperactivation. Also, the preponderance of AAB positivity among convalescent individuals up to seven months after infection indicates potential initiation or proliferation, and then persistence of self-reactive immunity without severe initial disease. These results underscore the importance of further investigation of autoimmunity during SARS-CoV-2 infection and its role in the onset and persistence of post-acute sequelae of COVID-19.
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- 2021
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24. Obesity-Induced Senescent Macrophages Activate a Fibrotic Transcriptional Program Through Osteopontin Secretion
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Matthew D. Layne, Andrew Tilston-Lunel, Kathleen Desevin, Anna C. Belkina, Nabil Rabhi, Stephen R. Farmer, and Xaralabos Varelas
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History ,Polymers and Plastics ,biology ,Chemistry ,Adipose tissue ,medicine.disease ,Industrial and Manufacturing Engineering ,Cell biology ,chemistry.chemical_compound ,Adipogenesis ,Fibrosis ,Adipocyte ,biology.protein ,medicine ,Macrophage ,Osteopontin ,Business and International Management ,Progenitor cell ,Platelet-derived growth factor receptor - Abstract
Adipose tissue fibrosis is regulated by the chronic and progressive metabolic imbalance caused by differences in caloric intake and energy expenditure. By exploring the cellular heterogeneity within fibrotic adipose tissue, we demonstrate that early adipocyte progenitor cells expressing both platelet derived growth factor receptor (PDGFR) α and β are the major contributors to extracellular matrix deposition. We show that the fibrotic program is promoted by senescent macrophages. These macrophages are highly enriched in the fibrotic stroma and exhibit a distinct expression profile . Furthermore, we demonstrate that these cells display a blunted phagocytotic capacity and acquire a senescence associated secretory phenotype. Finally, we determined that senescent macrophage-derived osteopontin in the fibrotic environment promoted progenitor cell proliferation, fibrotic gene expression, and inhibited adipogenesis. Our work reveals that obesity promotes macrophage senescence and provides a conceptual framework for the discovery of rational therapeutic targets for metabolic and inflammatory disease associated with obesity.
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- 2021
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25. Multi-modal profiling of human fetal liver hematopoietic stem cells reveals the molecular signature of engraftment
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Kim, Vanuytsel, Carlos, Villacorta-Martin, Jonathan, Lindstrom-Vautrin, Zhe, Wang, Wilfredo F, Garcia-Beltran, Vladimir, Vrbanac, Dylan, Parsons, Evan C, Lam, Taylor M, Matte, Todd W, Dowrey, Sara S, Kumar, Mengze, Li, Feiya, Wang, Anthony K, Yeung, Gustavo, Mostoslavsky, Ruben, Dries, Joshua D, Campbell, Anna C, Belkina, Alejandro B, Balazs, and George J, Murphy
- Subjects
Liver ,Hematopoietic Stem Cell Transplantation ,Humans ,Hematopoietic Stem Cells - Abstract
The human hematopoietic stem cell harbors remarkable regenerative potential that can be harnessed therapeutically. During early development, hematopoietic stem cells in the fetal liver undergo active expansion while simultaneously retaining robust engraftment capacity, yet the underlying molecular program responsible for their efficient engraftment remains unclear. Here, we profile 26,407 fetal liver cells at both the transcriptional and protein level including ~7,000 highly enriched and functional fetal liver hematopoietic stem cells to establish a detailed molecular signature of engraftment potential. Integration of transcript and linked cell surface marker expression reveals a generalizable signature defining functional fetal liver hematopoietic stem cells and allows for the stratification of enrichment strategies with high translational potential. More precisely, our integrated analysis identifies CD201 (endothelial protein C receptor (EPCR), encoded by PROCR) as a marker that can specifically enrich for engraftment potential. This comprehensive, multi-modal profiling of engraftment capacity connects a critical biological function at a key developmental timepoint with its underlying molecular drivers. As such, it serves as a useful resource for the field and forms the basis for further biological exploration of strategies to retain the engraftment potential of hematopoietic stem cells ex vivo or induce this potential during in vitro hematopoietic stem cell generation.
- Published
- 2020
26. Shifts of Immune Cell Populations Differ in Response to Different Effectors of Beige Remodeling of Adipose Tissue
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Stephen R. Farmer, Kathleen Desevin, Anna C. Belkina, Nabil Rabhi, and Briana Noel Cortez
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0301 basic medicine ,Myeloid ,Cell ,Adipose tissue ,Omics ,02 engineering and technology ,White adipose tissue ,Biology ,Article ,Transcriptome ,03 medical and health sciences ,Immune system ,Endocrinology ,Interferon ,medicine ,Transcriptomics ,lcsh:Science ,Psychological repression ,Multidisciplinary ,Biological Sciences ,021001 nanoscience & nanotechnology ,Cell biology ,030104 developmental biology ,medicine.anatomical_structure ,lcsh:Q ,0210 nano-technology ,medicine.drug - Abstract
Summary White adipose tissue (WAT) is a dynamic tissue, which responds to environmental stimuli and dietary cues by changing its morphology and metabolic capacity. The ability of WAT to undergo a beige remodeling has become an appealing strategy to combat obesity and its comorbidities. Here, by using single-cell RNA sequencing, we provide a comprehensive atlas of the cellular dynamics during beige remodeling. We reveal drastic changes both in the overall cellular composition and transcriptional states of individual cell subtypes between Adrb3- and cold-induced beiging. Moreover, we demonstrate that cold induces a myeloid to lymphoid shift of the immune compartment compared to Adrb3 activation. Further analysis showed that, Adrb3 stimulation leads to activation of the interferon/Stat1 pathways favoring infiltration of myeloid immune cells, while repression of this pathway by cold promotes lymphoid immune cell recruitment. These findings highlight that pharmacological mimetics may not provide the same beneficial effects as physiological stimuli., Graphical Abstract, Highlights • ScSeq reveals an extensive remodeling during browning of white adipose tissue • Cold and β3Adr agonist treatment results in distinct brown/beige remodeling • Cold induces a myeloid to lymphoid shift of the immune compartment • β3Adr agonism leads to an interferon/Stat response and infiltration of myeloid cells, Biological Sciences; Endocrinology; Omics; Transcriptomics
- Published
- 2020
27. Multi-Modal Profiling of Human Fetal Liver-Derived Hematopoietic Stem Cells Reveals the Molecular Signature of Engraftment Potential
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George J. Murphy, Anna C. Belkina, Carlos Villacorta-Martin, Todd W. Dowrey, Alejandro B. Balazs, Zhe Wang, Kim Vanuytsel, Wilfredo F. Garcia-Beltran, Vladimir Vrbanac, Taylor Matte, Sara S. Kumar, Joshua D. Campbell, Mengze Li, Jonathan Lindstrom-Vautrin, and Ruben Dries
- Subjects
Haematopoiesis ,medicine.anatomical_structure ,Surface marker ,Human fetal ,Cell ,medicine ,Hematopoietic stem cell ,Stem cell ,Biology ,Cell biology - Abstract
SUMMARYThe human hematopoietic stem cell (HSC) harbors remarkable regenerative potential that can be harnessed therapeutically. During early development, HSCs in the fetal liver (FL) undergo active expansion while simultaneously retaining robust engraftment capacity, yet the underlying molecular program responsible for their efficient engraftment remains unclear. We profiled 26,407 FL cells at both transcriptional and protein levels including over 7,000 highly enriched and functional FL HSCs to establish a detailed molecular signature of engraftment potential. Integration of transcript and linked cell surface marker expression revealed a generalizable signature defining functional FL HSCs and allowed for the stratification of enrichment strategies with high translational potential. This comprehensive, multi-modal profiling of engraftment capacity connects a critical biological function at a key developmental timepoint with its underlying molecular drivers, serving as a useful resource for the field.
- Published
- 2020
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28. SARS-CoV-2 reactive antibodies in unexposed individuals revealed by a high sensitivity, low noise serologic assay
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Nahid Bhadelia, Wenda Gao, Anna C. Belkina, Amedeo Cappione, Jacob Berrigan, Erika L Smith, Elizabeth Chavez, Ian R. Rifkin, Patricia Urick, Gustavo Mostoslavsky, Jennifer E. Snyder-Cappione, Alex Olson, Filiz Korkmaz, Ronald B. Corley, Suryaram Gummuluru, Riley M.F. Pihl, Manish Sagar, L. Baird, Nina Lin, Dylan Steiner, Karen Quillen, Yachana Kataria, and Rachel Yuen
- Subjects
Analyte ,medicine.diagnostic_test ,biology ,business.industry ,viruses ,medicine.disease_cause ,Isotype ,Serology ,Pathogenesis ,Immunity ,Immunoassay ,Immunology ,medicine ,biology.protein ,Antibody ,business ,Coronavirus - Abstract
The COVID-19 pandemic has significantly impacted work, economy, and way of life. The SARS-CoV-2 virus displays unique features including widely varying symptoms and outcomes between infected individuals. Sensitive measurement of SARS-CoV-2 specific antibodies would provide new insight into virus transmission dynamics, pre-existing cross-reactive immunity, and the nuances of SARS-CoV-2 pathogenesis. To date, existing SARS-CoV-2 serology tests have limited utility due to insufficient detection of antibody levels lower than what is typically present after several days of symptoms. To measure lower quantities of SARS-CoV-2 IgM, IgG, and IgA with higher resolution than existing assays, we developed a new ELISA protocol with a distinct plate washing procedure and timed plate development via use of a standard curve. This ‘BU ELISA’ method exhibits very low signal from plasma or serum samples added to uncoated wells at as low as a 1:5 dilution. Use of this method revealed circulating SARS-CoV-2 receptor binding domain (RBD) and nucleocapsid protein (NP) reactive antibodies from blood samples drawn prior to May 2019. Of our prepandemic cohort, no SARS-CoV-2 RBD-reactive IgG antibodies were detected in subjects over 70 years of age, and SARS-CoV-2 NP-reactive antibodies were present at similar levels to infected subjects in some individuals and very low in others. Also, samples drawn in May 2020 from two individuals with no symptoms or no known virus exposure contained SARS-CoV-2 RBD-reactive antibodies at intermediate amounts compared with other subject groups (higher than pre-pandemic and lower than confirmed SARS-CoV-2 infected). The one asymptomatic SARS-CoV-2 convalescent subject in our study possessed comparable amounts of SARS-CoV-2 NP-specific IgM and IgG but drastically lower IgA than the symptomatic counterparts. Also, our assay detected positive signal from samples that gave negative results in a commercially available Lateral Flow Device (LFD) and the EUA approved Abbott IgG chemiluminescent microparticle immunoassay for SARS-CoV-2 antibody detection. We propose that this improved ELISA protocol, which is straightforward to perform, low cost, and uses readily available commercial reagents, is a useful tool to elucidate new information about SARS-CoV-2 infection and has promising implications for improved detection of all analytes measurable by this platform.
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- 2020
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29. Decision letter: Removing unwanted variation with CytofRUV to integrate multiple CyTOF datasets
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Sofie Van Gassen, Nima Aghaeepour, and Anna C. Belkina
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Variation (linguistics) ,Computer science ,Data mining ,computer.software_genre ,computer - Published
- 2020
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30. Lung-resident memory B cells protect against bacterial pneumonia
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Jeffrey L. Browning, I.M.C. Martin, Anna C. Belkina, Matthew R. Jones, Carolina Lyon De Ana, Nicholas A. Crossland, Antoine Guillon, Nicole M.S. Smith, Kimberly A. Barker, Anukul T. Shenoy, Lee J. Quinton, Xuemei Zhong, Alexander M.S. Barron, Wesley N. Goltry, E.I. Arafa, Hasmeena Kathuria, Joseph P. Mizgerd, and Neelou S. Etesami
- Subjects
0301 basic medicine ,animal structures ,Mice, Transgenic ,Biology ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Immunity ,medicine ,Animals ,Humans ,Lung ,B-Lymphocytes ,General Medicine ,respiratory system ,Pneumonia, Pneumococcal ,medicine.disease ,Acquired immune system ,Antigens, Differentiation ,respiratory tract diseases ,Pneumonia ,030104 developmental biology ,medicine.anatomical_structure ,Lymphatic system ,Streptococcus pneumoniae ,030220 oncology & carcinogenesis ,Immunology ,Pneumococcal pneumonia ,biology.protein ,Antibody ,Immunologic Memory ,CD80 ,Research Article - Abstract
Lung-resident memory B cells (BRM cells) are elicited after influenza infections of mice, but connections to other pathogens and hosts — as well as their functional significance — have yet to be determined. We postulate that BRM cells are core components of lung immunity. To test this, we examined whether lung BRM cells are elicited by the respiratory pathogen pneumococcus, are present in humans, and are important in pneumonia defense. Lungs of mice that had recovered from pneumococcal infections did not contain organized tertiary lymphoid organs, but did have plasma cells and noncirculating memory B cells. The latter expressed distinctive surface markers (including CD69, PD-L2, CD80, and CD73) and were poised to secrete antibodies upon stimulation. Human lungs also contained B cells with a resident memory phenotype. In mice recovered from pneumococcal pneumonia, depletion of PD-L2(+) B cells, including lung BRM cells, diminished bacterial clearance and the level of pneumococcus-reactive antibodies in the lung. These data define lung BRM cells as a common feature of pathogen-experienced lungs and provide direct evidence of a role for these cells in pulmonary antibacterial immunity.
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- 2020
31. Single cell atlas of beige remodeling of white adipose tissue reveals a myeloid to lymphoid shift during cold exposure compared to beta 3 adrenergic stimulation
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Briana Noel Cortez, Stephen R. Farmer, Kathleen Desevin, Nabil Rabhi, and Anna C. Belkina
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Beta-3 adrenergic receptor ,Immune system ,Myeloid ,medicine.anatomical_structure ,Cell ,medicine ,Stimulation ,White adipose tissue ,Stromal vascular fraction ,Biology ,Progenitor cell ,Cell biology - Abstract
SUMMARYWhite adipose tissue (WAT) is a dynamic tissue, which responds to environmental stimuli and dietary cues by changing its morphology and metabolic capacity. The ability of WAT to undergo a beige remodeling has become an appealing strategy to combat obesity and its related metabolic complications. Within the cell mixture that constitutes the stromal vascular fraction (SVF), WAT beiging is initiated through expansion and differentiation of adipocytes progenitor cells, however, the extent of the SVF cellular changes is still poorly understood. Additionally, direct beta 3 adrenergic receptor (Adrb3) stimulation has been extensively used to mimic physiological cold- induced beiging, yet it is still unknown whether Adrb3 activation induces the same WAT remodeling as cold exposure. Here, by using single cell RNA sequencing, we provide a comprehensive atlas of the cellular dynamics during beige remodeling within white adipose tissue. We reveal drastic changes both in the overall cellular composition and transcriptional states of individual cell subtypes between Adrb3- and cold-induced beiging. Moreover, we demonstrate that cold exposure induces a myeloid to lymphoid shift of the immune compartment compared to Adrb3 activation. Further analysis, showed that Adrb3 stimulation leads to activation of the interferon/Stat1 pathways favoring infiltration of myeloid immune cells, while repression of this pathway by cold promotes lymphoid immune cells recruitment. These findings provide new insight into the cellular dynamics during WAT beige remodeling and could ultimately lead to novel strategies to identify translationally-relevant drug targets to counteract obesity and T2D.
- Published
- 2020
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32. A Resilient Alveolar Macrophage Phenotype
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E.I. Arafa, Anukul T. Shenoy, Anna C. Belkina, I.M.C. Martin, Antoine Guillon, Lee J. Quinton, Kimberly A. Barker, Matthew R. Jones, Joseph P. Mizgerd, C. Lyon De Ana, and Filiz Korkmaz
- Subjects
Alveolar macrophage ,Biology ,Phenotype ,Cell biology - Published
- 2020
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33. Lung Epithelial Cells Exhibit Anatomically Segregated and Temporally Dynamic Abilities to Interact with CD4+ T Cells
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Joseph P. Mizgerd, Filiz Korkmaz, Lee J. Quinton, J.R. Rock, I.M.C. Martin, Kimberly A. Barker, Matthew R. Jones, C. Lyon De Ana, Anukul T. Shenoy, E.I. Arafa, and Anna C. Belkina
- Subjects
Lung ,medicine.anatomical_structure ,medicine ,Biology ,Cell biology - Published
- 2020
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34. Heterogeneous CD4 T Cell Landscape of Lungs with Heterotypic Immunity Against Pneumococcus
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Anna C. Belkina, Joseph P. Mizgerd, C. Lyon De Ana, Anukul T. Shenoy, Kimberly A. Barker, and E.I. Arafa
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Cd4 t cell ,Immunity ,Immunology ,Biology - Published
- 2020
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35. Pneumonia recovery reprograms the alveolar macrophage pool
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Katrina E. Traber, E.I. Arafa, Kimberly A. Barker, Alicia K Wooten, Adam Labadorf, Joseph P. Mizgerd, Anukul T. Shenoy, Anqi Dai, I.M.C. Martin, Carolina Lyon De Ana, Matthew R. Jones, Hans Dooms, Hélène Blasco, Antoine Guillon, Anna C. Belkina, Lee J. Quinton, and Jaileene Hernandez Escalante
- Subjects
0301 basic medicine ,medicine.disease_cause ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Macrophages, Alveolar ,Streptococcus pneumoniae ,medicine ,Animals ,Myeloid Cells ,Respiratory system ,Receptor ,Lung ,Innate immune system ,business.industry ,Bacterial pneumonia ,Cell Differentiation ,General Medicine ,Pneumonia, Pneumococcal ,respiratory system ,medicine.disease ,Immunity, Innate ,respiratory tract diseases ,Disease Models, Animal ,030104 developmental biology ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Lobar pneumonia ,Immunology ,Alveolar macrophage ,business ,Research Article - Abstract
Community-acquired pneumonia is a widespread disease with significant morbidity and mortality. Alveolar macrophages are tissue-resident lung cells that play a crucial role in innate immunity against bacteria that cause pneumonia. We hypothesized that alveolar macrophages display adaptive characteristics after resolution of bacterial pneumonia. We studied mice 1 to 6 months after self-limiting lung infections with Streptococcus pneumoniae, the most common cause of bacterial pneumonia. Alveolar macrophages, but not other myeloid cells, recovered from the lung showed long-term modifications of their surface marker phenotype. The remodeling of alveolar macrophages was (a) long-lasting (still observed 6 months after infection), (b) regionally localized (observed only in the affected lobe after lobar pneumonia), and (c) associated with macrophage-dependent enhanced protection against another pneumococcal serotype. Metabolomic and transcriptomic profiling revealed that alveolar macrophages of mice that recovered from pneumonia had new baseline activities and altered responses to infection that better resembled those of adult humans. The enhanced lung protection after mild and self-limiting bacterial respiratory infections includes a profound remodeling of the alveolar macrophage pool that is long-lasting; compartmentalized; and manifest across surface receptors, metabolites, and both resting and stimulated transcriptomes.
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- 2020
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36. Airway-Associated Macrophages in Homeostasis and Repair
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Sarah A. Mazzilli, Anna Engler, Alexandra B. Ysasi, Noah R. Moniz, Riley M.F. Pihl, Carlos Villacorta-Martin, Jason R. Rock, Hanne M.K. Richardson, Hailey M. Heston, and Anna C. Belkina
- Subjects
CCR2 ,Tracheal Epithelium ,Lung ,Myeloid ,medicine.diagnostic_test ,Innate lymphoid cell ,Cell ,respiratory system ,Biology ,Flow cytometry ,medicine.anatomical_structure ,Immunology ,medicine ,Respiratory epithelium - Abstract
SummaryThere is an increasing appreciation for the heterogeneity of myeloid lineages in the respiratory system, but whether distinct populations associate with the conducting airways remains unknown. We use single cell RNA sequencing, flow cytometry and immunofluorescence to characterize myeloid cells of the mouse trachea during homeostasis and epithelial injury/repair. We identify submucosal macrophages that are similar to lung interstitial macrophages and intraepithelial macrophages, and find that repair of the tracheal epithelium is impaired in Ccr2-deficient mice. Following injury there are early increases in neutrophils and submucosal macrophages, including M2-like macrophages. Unexpectedly, intraepithelial macrophages are initially lost but later replaced from CCR2+ monocytes. Mast cells and group 2 innate lymphoid cells are sources of IL13 that polarizes macrophages and directly influences basal cell behaviors. Their proximity to the airway epithelium establishes these myeloid populations as potential therapeutic targets for airway disease.
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- 2020
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37. Remodeling and Reprogramming of Tissue-Resident Alveolar Macrophages After Recovery of Lung Infection
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C. Lyon De Ana, Joseph P. Mizgerd, I.M.C. Martin, Matthew R. Jones, Hans Dooms, Kimberly A. Barker, Anukul T. Shenoy, Alicia K Wooten, Antoine Guillon, Anna C. Belkina, E.I. Arafa, Katrina E. Traber, Lee J. Quinton, and J. Hernandez Escalante
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Pathology ,medicine.medical_specialty ,business.industry ,Lung infection ,Medicine ,business ,Reprogramming - Published
- 2019
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38. Epithelial antigen presentation regulates CD4+ TRM cell locations, functions and activities
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Anukul T. Shenoy, Emad I Arafa, Carolina Lyon De Ana, Kimberly A Barker, Filiz T Korkmaz, Aditya Ramanujan, Neelou S Etesami, Ian MC Martin, Brian R Tilton, Anne Hinds, Wesley N Goltry, Hasmeena Kathuria, Matthew R Jones, Lee J Quinton, Anna C Belkina, and Joseph P Mizgerd
- Subjects
Immunology ,Immunology and Allergy - Abstract
Barrier tissues are sentinelled by CD4+ TRM cells with potent anti-microbial activities and considerable lineage plasticity. We hypothesized that local antigen presentation by lung epithelial cells (LECs) instruct CD4+ TRM cell activities. Pneumococcal infections in transgenic mice, flow- and spectral-cytometry, computational biology, and immunofluorescence were used to study this biology. All LECs including a novel alveolar surfactant protein C (SPC)low LEC were adept at antigen presentation. Temporal analysis of LECs for MHC-II and costimulatory/coinhibitory molecules revealed that airway club cells were T-cell stimulatory via CD40 while alveolar LECs expressed T-cell inhibitory PD-L1. This anatomical segregation of LEC antigen presentation correlated with deposition of CD4+ TRM cells around airways such that ablation of LEC MHC-II disrupted CD4+ TRM niches and blockade of CD40 signals prevented accumulation of CD4+ TRM cells. Recurrent memory recalls in absence of LEC MHC-II led to expansion of unconventional CD4+ TRM cells co-expressing classically incompatible lineage-defining transcription factors, changing their cytokine repertoire and leading to dysregulated immunity that phenocopied clinical features of checkpoint blockade therapy. Consequently, a tight correlation between MHC-II and PD-L1 was confirmed in mouse and human LECs. We discovered that LEC MHC-II functions in post-translational trafficking lockstep with PD-L1 to exert its restraints on TRM cell activities. Our results identify epithelial antigen presentation as critical instructors of CD4+ TRM cell locations, phenotypes and activities and establish epithelial-CD4+ TRM cell immunological synapses as key components of barrier immunity.
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- 2021
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39. OMIP-037: 16-color panel to measure inhibitory receptor signatures from multiple human immune cell subsets
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Anna C. Belkina and Jennifer E. Snyder-Cappione
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0301 basic medicine ,Histology ,T cell ,Cell Biology ,Immune receptor ,Biology ,Inhibitory postsynaptic potential ,Measure (mathematics) ,Pathology and Forensic Medicine ,Cell biology ,03 medical and health sciences ,030104 developmental biology ,medicine.anatomical_structure ,Immune system ,TIGIT ,T cell subset ,medicine ,Receptor - Published
- 2016
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40. Clinical trials for BET inhibitors run ahead of the science
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Guillaume Andrieu, Gerald V. Denis, and Anna C. Belkina
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0301 basic medicine ,BRD4 ,Somatic cell ,Biology ,Bioinformatics ,Article ,BET inhibitor ,03 medical and health sciences ,Insulin-Secreting Cells ,Neoplasms ,Drug Discovery ,Adipocytes ,Animals ,Humans ,Nuclear protein ,Psychological repression ,Transcription factor ,Inflammation ,Macrophages ,Nuclear Proteins ,hemic and immune systems ,Bromodomain ,030104 developmental biology ,Adipogenesis ,Th17 Cells ,Molecular Medicine ,Transcription Factors - Abstract
Several cancer clinical trials for small molecule inhibitors of BET bromodomain proteins have been initiated. There is enthusiasm for the anti-proliferative effect of inhibiting BRD4, one of the targets of these inhibitors, which is thought to cooperate with MYC, a long-desired target for cancer therapeutics. However, no current inhibitor is selective for BRD4 among the three somatic BET proteins, which include BRD2 and BRD3; their respective functions are partially overlapping and none are functionally redundant with BRD4. Each BET protein controls distinct transcriptional pathways that are important for functions beyond cancer cell proliferation, including insulin production, cytokine gene transcription, T cell differentiation, adipogenesis and most seriously, active repression of dangerous latent viruses like HIV. BET inhibitors have been shown to reactivate HIV in human cells. Failure to appreciate that at concentrations used, no available BET inhibitor is member-selective, or to develop a sound biological basis to understand the diverse functions of BET proteins before undertaking for these clinical trials is reckless and likely to lead to adverse events. More mechanistic information from new basic science studies should enable proper focus on the most relevant cancers and define the expected side effect profiles.
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- 2016
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41. Airway-Associated Macrophages in Homeostasis and Repair
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Anna Engler, Riley M.F. Pihl, Sarah A. Mazzilli, Hailey M. Heston, Carlos Villacorta-Martin, Bibek R. Thapa, Jason R. Rock, Alexandra B. Ysasi, Noah R. Moniz, Hanne M.K. Richardson, and Anna C. Belkina
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Male ,0301 basic medicine ,CCR2 ,Myeloid ,Receptors, CCR2 ,Polidocanol ,Biology ,Epithelium ,Monocytes ,Article ,General Biochemistry, Genetics and Molecular Biology ,Flow cytometry ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Macrophages, Alveolar ,medicine ,Animals ,Homeostasis ,Regeneration ,Myeloid Cells ,Lung ,Cells, Cultured ,Mice, Knockout ,Tracheal Epithelium ,medicine.diagnostic_test ,Sequence Analysis, RNA ,Regeneration (biology) ,Innate lymphoid cell ,Epithelial Cells ,Lung Injury ,respiratory system ,Mice, Inbred C57BL ,Trachea ,030104 developmental biology ,medicine.anatomical_structure ,Models, Animal ,Immunology ,Cytokines ,Respiratory epithelium ,Female ,Single-Cell Analysis ,030217 neurology & neurosurgery - Abstract
SUMMARY There is an increasing appreciation for the heterogeneity of myeloid lineages in the lung, but relatively little is known about populations specifically associated with the conducting airways. We use single-cell RNA sequencing, flow cytometry, and immunofluorescence to characterize myeloid cells of the mouse trachea during homeostasis and epithelial injury/repair. We identify submucosal macrophages, similar to lung interstitial macrophages, and intraepithelial macrophages. Following injury, there are early increases in neutrophils and submucosal macrophages, including M2-like macrophages. Intraepithelial macrophages are lost after injury and later restored by CCR2+ monocytes. We show that repair of the tracheal epithelium is impaired in Ccr2-deficient mice. Mast cells and group 2 innate lymphoid cells are sources of interleukin-13 (IL-13) that polarize macrophages and directly influence basal cell behaviors. Their proximity to the airway epithelium establishes these myeloid populations as potential therapeutic targets for airway disease., Graphical Abstract, In Brief Engler et al. identify molecularly unique populations of monocytes and macrophages associated with the tracheal epithelium. The composition of the tracheal myeloid compartment changes upon injury, and repair is delayed in the absence of Ccr2+ monocytes. Injury-associated myeloid cells and type 2 cytokines directly affect basal cell behaviors.
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- 2020
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42. Transcriptional, Protein-Level and Functional Profiling of Human Fetal Liver (FL)-Derived Hematopoietic Stem Cells (HSCs) at Single Cell Resolution
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Kim Vanuytsel, Carlos Villacorta-Martin, Jonathan Lindstrom-Vautrin, Zhe Wang, Wilfredo Garcia Beltran, Taylor Matte, Todd W Dowrey, Vannesa Mengze Li, Ruben Dries, Joshua D Campbell, Anna C Belkina, Alejandro Balazs, and George J Murphy
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Immunology ,Cell Biology ,Hematology ,Biochemistry - Abstract
Intro: The complex and tightly regulated process of human hematopoietic development culminates in the production of hematopoietic stem cells (HSCs), which subsequently acquire functional competence and undergo expansion in the fetal liver (FL). The establishment of a high-resolution molecular signature of FL HSCs provides insights into HSC biology with potential utility in the purification and expansion of engraftable HSCs ex vivo and the generation of HSCs from pluripotent cell sources. To profile HSCs at this developmental stage, we performed CITE-Seq, a technique that combines single cell RNA sequencing (scRNAseq) and cell surface marker interrogation using oligo-tagged antibodies to simultaneously map transcriptional and protein-level expression in individual cells. To connect expression profiles with functional engraftment, we have coupled this with transplantation assays in immunocompromised mice. Methods: In these studies, three populations of human FL cells were used: CD34- cells, CD34+ cells and CD34+ cells furtherenrichedby expression of GPI-80, a marker tightly linked to engraftment potential, to explicitly identify HSCs capable of long-term engraftment. These populations were stained with a panel of oligo-tagged antibodies, processed via the 10X Genomics platform, and sequenced (26,407 total cells). Results: Transplantation experiments using the same sorted fractions that were assayed by CITE-seq revealed superior engraftment potential of the GPI-80+ fraction, and thus enrichment for bona fide HSCs at the functional level. This functional signature coincided with enrichment for known HSC markers such as ITGA6 (CD49f), PROCR (EPCR), CD164, MLLT3, HLF, CLEC9A and HMGA2 at the transcriptional level. As such, by profiling >7000 GPI-80+ cells, we have achieved unprecedented resolution of the engraftable HSC compartment within the FL. Combined analysis of all captured FL fractions accurately recapitulated the hematopoietic landscape of the FL at this developmental stage, representing the expected hematopoietic lineages and cell types. To gain further insight into FL HSCs, we next focused on the CD34+ HSC/progenitor compartment where we tracked cluster dynamics upon functional HSC enrichment between the CD34+ bulk and GPI-80+ sample. We noted a prominent (4-fold) increase in a cluster marked by enrichment for genes including RGCC, LMNA, VIM, ID1 and ID3 as well as components of the AHR pathway, suggesting that this expression profile strongly correlates with engraftment potential. Notably, LMNA is expressed in postnatal HSCs and its expression has been shown to decrease upon aging (Grigoryan et al., 2018). In line with this, we also found that LMNA is more highly expressed in our prenatal FL HSPCs compared to postnatal HSPCs. This data suggests a potential role for LMNA in endowing FL HSCs with their superior engraftment potential compared to postnatal HSCs. To complement our transcriptomic characterization of engraftment potential, we also collected cell surface marker expression data based on sequencing of a series of antibody-derived tags (ADTs). This additional layer of information uncovered expression patterns that weren't readily apparent based on mRNA expression data and inspired us to use this ADT information to gate out populations of interest via in silico sorting. This enabled us to compare the transcriptional profiles associated with well-described HSC enrichment signatures to assess whether they represent equivalent cell populations. We compared CD34+CD90+CD49f+ (~Notta et al., 2011) vs CD34+CD133+GPI-80+ (~Sumide et al., 2018) vs CD34+EPCR+ (~Subramaniam et al., 2019) in silico sorted cells and found a strong overlap in enriched genes, suggesting that the transcriptomic signature corresponding to engraftment potential identified in this work is not exclusive to GPI-80+ sorted cells but represents engraftable HSCs beyond this enrichment strategy. Conclusion: We have achieved unprecedented resolution of the engraftable HSC compartment in the human FL. Combining transcriptional profiling of the engraftment potential of FL HSCs with cell surface level expression data provides an in-depth characterization of this unique and developmentally relevant HSC source. This data will be valuable in optimizing the purification and expansion of engraftable HSCs ex vivo as well as in guiding the in vitro generation of HSCs from pluripotent cell sources. Disclosures No relevant conflicts of interest to declare.
- Published
- 2020
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43. 3139 – TRANSCRIPTIONAL, PROTEIN-LEVEL AND FUNCTIONAL PROFILING OF HUMAN FETAL LIVER-DERIVED HEMATOPOIETIC STEM CELLS AT SINGLE CELL RESOLUTION
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Taylor Matte, George J. Murphy, Vanessa Mengze Li, Kim Vanuytsel, Todd W. Dowrey, Carlos Villacorta Martin, Wilfredo F. Garcia Beltran, Jonathan Lindstrom-Vautrin, Anna C. Belkina, Joshua D. Campbell, Alejandro B. Balazs, and Zhe Wang
- Subjects
Cancer Research ,Cell ,CD34 ,Cell Biology ,Hematology ,Biology ,Cell biology ,Transplantation ,Haematopoiesis ,medicine.anatomical_structure ,Genetics ,medicine ,Stem cell ,Induced pluripotent stem cell ,Molecular Biology ,ITGA6 ,Ex vivo - Abstract
The complex and tightly regulated process of human hematopoietic development culminates in the production of hematopoietic stem cells (HSCs), which subsequently undergo expansion in the fetal liver (FL). The establishment of a high-resolution molecular signature of FL-HSCs would provide insights into HSC biology with potential utility in the purification and expansion of engraftable HSCs ex vivo and the generation of HSCs from pluripotent cell sources. To profile HSCs at this developmental stage, we performed CITE-Seq, a technique that combines single cell RNA sequencing (scRNAseq) and cell surface marker interrogation using oligo-tagged antibodies. To connect expression profiles with functional engraftment, we have coupled this with transplantation assays in immunocompromised mice. In these studies, three populations of human FL cells were used: CD34- cells, CD34+ cells and CD34+ cells further enriched by expression of GPI-80, a marker tightly linked to engraftment potential, to acquire additional resolution of HSCs capable of long-term engraftment. These populations were stained with a panel of oligo-tagged antibodies, processed via the 10X platform, and sequenced (26.582 total cells). Simultaneous transplantation experiments of these three populations revealed superior engraftment potential of the CD34+GPI-80+ fraction, and thus enrichment for bona fide HSCs at the functional level. This coincided with enrichment for known HSC markers such as ITGA6 (CD49f), PROCR (EPCR), CD164, MLLT3, HLF and HMGA2 at the transcriptional level. As such, by profiling profiling >7000 GPI-80+CD34+ cells, we have achieved unprecedented resolution of the engraftable HSC compartment within the FL. Studying the transcriptional profile in combination with protein level expression of key HSC-related genes, will allow for an accurate characterization of these cells and provide insights into the biology behind their remarkable engraftment potential.
- Published
- 2020
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44. Automated optimized parameters for t-distributed stochastic neighbor embedding improve visualization and allow analysis of large datasets
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Josef Spidlen, Christopher O. Ciccolella, Rina Anno, Anna C. Belkina, Richard Halpert, and Jennifer E. Snyder-Cappione
- Subjects
Calibration (statistics) ,Computer science ,Dimensionality reduction ,t-distributed stochastic neighbor embedding ,Data mining ,Heuristics ,Gradient descent ,Divergence (statistics) ,computer.software_genre ,computer ,Visualization ,Divergence - Abstract
Accurate and comprehensive extraction of information from high-dimensional single cell datasets necessitates faithful visualizations to assess biological populations. A state-of-the-art algorithm for non-linear dimension reduction, t-SNE, requires multiple heuristics and fails to produce clear representations of datasets when millions of cells are projected. We developed opt-SNE, an automated toolkit for t-SNE parameter selection that utilizes Kullback-Liebler divergence evaluation in real time to tailor the early exaggeration and overall number of gradient descent iterations in a dataset-specific manner. The precise calibration of early exaggeration together with opt-SNE adjustment of gradient descent learning rate dramatically improves computation time and enables high-quality visualization of large cytometry and transcriptomics datasets, overcoming limitations of analysis tools with hard-coded parameters that often produce poorly resolved or misleading maps of fluorescent and mass cytometry data. In summary, opt-SNE enables superior data resolution in t-SNE space and thereby more accurate data interpretation.
- Published
- 2018
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45. Functional and genomic analyses reveal therapeutic potential of targeting β-catenin/CBP activity in head and neck cancer
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Stefano Monti, Jin-A Lee, Manish V. Bais, Khikmet Sadykov, Khalid Alamoud, Hui Feng, Jennifer E. Snyder-Cappione, Ann Marie Egloff, Maria A. Kukuruzinska, Bach-Cuc Nguyen, Xaralabos Varelas, Vinay K. Kartha, Anna C. Belkina, Fabrice Laroche, and Sara I. Pai
- Subjects
0301 basic medicine ,Cell ,lcsh:Medicine ,HNSCC ,Tumor Status ,Molecular Targeted Therapy ,Neoplasm Metastasis ,Wnt Signaling Pathway ,Zebrafish ,beta Catenin ,Genetics (clinical) ,β-Catenin/CBP transcriptional activity ,ICG-001 ,biology ,Genomics ,3. Good health ,Gene Expression Regulation, Neoplastic ,Phenotype ,medicine.anatomical_structure ,Head and Neck Neoplasms ,Carcinoma, Squamous Cell ,Disease Progression ,Neoplastic Stem Cells ,Molecular Medicine ,Mouth Neoplasms ,lcsh:QH426-470 ,Cell Survival ,Sialoglycoproteins ,Mice, Nude ,Pyrimidinones ,03 medical and health sciences ,Cell Line, Tumor ,Cell Adhesion ,Genetics ,medicine ,Animals ,Humans ,Neoplasm Invasiveness ,Molecular Biology ,Cell Proliferation ,Cell growth ,Research ,Gene Expression Profiling ,lcsh:R ,Head and neck cancer ,Epithelial Cells ,TCGA ,Bridged Bicyclo Compounds, Heterocyclic ,biology.organism_classification ,medicine.disease ,Survival Analysis ,Head and neck squamous-cell carcinoma ,Peptide Fragments ,Mice, Inbred C57BL ,lcsh:Genetics ,stomatognathic diseases ,030104 developmental biology ,Tumor progression ,Catenin ,Cancer research ,Aggressive tumor cells - Abstract
Background Head and neck squamous cell carcinoma (HNSCC) is an aggressive malignancy characterized by tumor heterogeneity, locoregional metastases, and resistance to existing treatments. Although a number of genomic and molecular alterations associated with HNSCC have been identified, they have had limited impact on the clinical management of this disease. To date, few targeted therapies are available for HNSCC, and only a small fraction of patients have benefited from these treatments. A frequent feature of HNSCC is the inappropriate activation of β-catenin that has been implicated in cell survival and in the maintenance and expansion of stem cell-like populations, thought to be the underlying cause of tumor recurrence and resistance to treatment. However, the therapeutic value of targeting β-catenin activity in HNSCC has not been explored. Methods We utilized a combination of computational and experimental profiling approaches to examine the effects of blocking the interaction between β-catenin and cAMP-responsive element binding (CREB)-binding protein (CBP) using the small molecule inhibitor ICG-001. We generated and annotated in vitro treatment gene expression signatures of HNSCC cells, derived from human oral squamous cell carcinomas (OSCCs), using microarrays. We validated the anti-tumorigenic activity of ICG-001 in vivo using SCC-derived tumor xenografts in murine models, as well as embryonic zebrafish-based screens of sorted stem cell-like subpopulations. Additionally, ICG-001-inhibition signatures were overlaid with RNA-sequencing data from The Cancer Genome Atlas (TCGA) for human OSCCs to evaluate its association with tumor progression and prognosis. Results ICG-001 inhibited HNSCC cell proliferation and tumor growth in cellular and murine models, respectively, while promoting intercellular adhesion and loss of invasive phenotypes. Furthermore, ICG-001 preferentially targeted the ability of subpopulations of stem-like cells to establish metastatic tumors in zebrafish. Significantly, interrogation of the ICG-001 inhibition-associated gene expression signature in the TCGA OSCC human cohort indicated that the targeted β-catenin/CBP transcriptional activity tracked with tumor status, advanced tumor grade, and poor overall patient survival. Conclusions Collectively, our results identify β-catenin/CBP interaction as a novel target for anti-HNSCC therapy and provide evidence that derivatives of ICG-001 with enhanced inhibitory activity may serve as an effective strategy to interfere with aggressive features of HNSCC. Electronic supplementary material The online version of this article (10.1186/s13073-018-0569-7) contains supplementary material, which is available to authorized users.
- Published
- 2018
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46. HIV-1 intron-containing RNA expression induces innate immune activation and T cell dysfunction
- Author
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Caitlin M. Miller, Suryaram Gummuluru, Chelsea R. Ettinger, Anna C. Belkina, Jennifer E. Snyder-Cappione, and Hisashi Akiyama
- Subjects
0301 basic medicine ,Science ,Receptor expression ,animal diseases ,T-Lymphocytes ,General Physics and Astronomy ,Inflammation ,chemical and pharmacologic phenomena ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Downregulation and upregulation ,Interferon ,medicine ,Humans ,Myeloid Cells ,lcsh:Science ,Multidisciplinary ,Innate immune system ,Macrophages ,Intron ,RNA ,virus diseases ,General Chemistry ,biochemical phenomena, metabolism, and nutrition ,Immunity, Innate ,Introns ,3. Good health ,030104 developmental biology ,Immunology ,Interferon Type I ,HIV-1 ,bacteria ,RNA, Viral ,lcsh:Q ,medicine.symptom ,030217 neurology & neurosurgery ,medicine.drug - Abstract
Low levels of type I interferon (IFN-I) are thought to be a driving force for immune activation and T-cell exhaustion in HIV-1 infected individuals on combination antiretroviral therapy (cART), though the causative mechanisms for persistent IFN-I signaling have remained unclear. Here, we show Rev–CRM1-dependent nuclear export and peripheral membrane association of intron-containing HIV-1 RNA, independent of primary viral sequence or viral protein expression, is subject to sensing and signaling via MAVS, resulting in IFN-I-dependent pro-inflammatory responses in macrophages. Additionally, HIV-1 intron-containing-RNA-induced innate immune activation of macrophages leads to upregulation of inhibitory receptor expression and functional immune exhaustion of co-cultured T cells. Our findings suggest that persistent expression of HIV-1 intron-containing RNA in macrophages contributes to chronic immune activation and T-cell dysfunction and that use of HIV RNA expression inhibitors as adjunct therapy might abrogate aberrant inflammation and restore immune function in HIV-infected individuals on cART., Type I Interferon is thought to be a driving force for immune activation and T cell exhaustion during HIV infection. Here the authors show that intron-containing HIV RNA induces innate immune activation resulting in associated T cell dysfunction.
- Published
- 2018
47. Fatty Acid Metabolites Combine with Reduced β Oxidation to Activate Th17 Inflammation in Human Type 2 Diabetes
- Author
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Barbara E. Corkey, Blanche C. Ip, Barbara S. Nikolajczyk, Patrick G. Sullivan, Stephen C. Van Nostrand, Forum Raval, Dequina A. Nicholas, Anna C. Belkina, Leena Panneerseelan-Bharath, Leah Persky, Min Zhu, Douglas A. Lauffenburger, Caroline M. Apovian, Albert R. Jones, Nestor Sainz-Rueda, Elizabeth A. Proctor, Philip A. Kern, Chloe Habib, Madhur Agrawal, and Jose M. Cacicedo
- Subjects
0301 basic medicine ,Adult ,Male ,Physiology ,medicine.medical_treatment ,Inflammation ,Lymphocyte Activation ,Transfection ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Immune system ,Carnitine ,medicine ,Humans ,Glycolysis ,Obesity ,Molecular Biology ,Beta oxidation ,Cells, Cultured ,Aged ,chemistry.chemical_classification ,Gene knockdown ,Carnitine O-Palmitoyltransferase ,Chemistry ,Fatty Acids ,Fatty acid ,Membrane Transport Proteins ,Cell Biology ,Middle Aged ,Blockade ,Cell biology ,030104 developmental biology ,Cytokine ,Cross-Sectional Studies ,Diabetes Mellitus, Type 2 ,Gene Knockdown Techniques ,Cytokines ,Th17 Cells ,Female ,medicine.symptom ,Oxidation-Reduction ,030217 neurology & neurosurgery - Abstract
Summary Mechanisms that regulate metabolites and downstream energy generation are key determinants of T cell cytokine production, but the processes underlying the Th17 profile that predicts the metabolic status of people with obesity are untested. Th17 function requires fatty acid uptake, and our new data show that blockade of CPT1A inhibits Th17-associated cytokine production by cells from people with type 2 diabetes (T2D). A low CACT:CPT1A ratio in immune cells from T2D subjects indicates altered mitochondrial function and coincides with the preference of these cells to generate ATP through glycolysis rather than fatty acid oxidation. However, glycolysis was not critical for Th17 cytokines. Instead, β oxidation blockade or CACT knockdown in T cells from lean subjects to mimic characteristics of T2D causes cells to utilize 16C-fatty acylcarnitine to support Th17 cytokines. These data show long-chain acylcarnitine combines with compromised β oxidation to promote disease-predictive inflammation in human T2D.
- Published
- 2018
48. Increased Expression and Modulated Regulatory Activity of Coinhibitory Receptors PD-1, TIGIT, and TIM-3 in Lymphocytes From Patients With Systemic Sclerosis
- Author
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Christopher Zammitti, Robert W. Simms, Hans Dooms, Jennifer E. Snyder-Cappione, Michelle Fleury, Robert Lafyatis, Anna C. Belkina, Douglas A. Lauffenburger, and Elizabeth A. Proctor
- Subjects
0301 basic medicine ,biology ,integumentary system ,business.industry ,medicine.medical_treatment ,T cell ,Immunology ,Peripheral blood mononuclear cell ,T cell cytokine production ,03 medical and health sciences ,030104 developmental biology ,Immune system ,Cytokine ,medicine.anatomical_structure ,Rheumatology ,TIGIT ,biology.protein ,Immunology and Allergy ,Medicine ,Antibody ,Receptor ,business ,skin and connective tissue diseases - Abstract
© 2017, American College of Rheumatology Objective: Immune dysfunction is an important component of the disease process underlying systemic sclerosis (SSc), but the mechanisms contributing to altered immune cell function in SSc remain poorly defined. This study was undertaken to measure the expression and function of the coinhibitory receptors (co-IRs) programmed cell death 1 (PD-1), T cell immunoglobulin and ITIM domain (TIGIT), T cell immunoglobulin and mucin domain 3 (TIM-3), and lymphocyte activation gene 3 (LAG-3) in lymphocyte subsets from the peripheral blood of patients with SSc. Methods: Co-IR expression levels on subsets of immune cells were analyzed using a 16-color flow cytometry panel. The functional role of co-IRs was determined by measuring cytokine production after in vitro stimulation of SSc and healthy control peripheral blood mononuclear cells (PBMCs) in the presence of co-IR–blocking antibodies. Supernatants from cultures of stimulated PBMCs were added to SSc fibroblasts, and their impact on fibroblast gene expression was measured. Mathematical modeling was used to reveal differences between co-IR functions in SSc patients and healthy controls. Results: Levels of the co-IRs PD-1 and TIGIT were increased, and each was coexpressed, in distinct T cell subsets from SSc patients compared to healthy controls. Levels of TIM-3 were increased in SSc natural killer cells. PD-1, TIGIT, and TIM-3 antibody blockade revealed patient-specific roles of each of these co-IRs in modulating activation-induced T cell cytokine production. In contrast to healthy subjects, blockade of TIGIT and TIM-3, but not PD-1, failed to reverse inhibited cytokine production in SSc patients, indicating that enhanced T cell exhaustion is present in SSc. Finally, cytokines secreted in anti–TIM-3–treated PBMC cultures distinctly changed the gene expression profile in SSc fibroblasts. Conclusion: The altered expression and regulatory capacity of co-IRs in SSc lymphocytes may contribute to disease pathophysiology by modulating the cytokine-mediated cross-talk of immune cells and fibroblasts at sites of inflammation and/or fibrosis.
- Published
- 2018
49. Th17 cytokines differentiate obesity from obesity-associated type 2 diabetes and promote TNFα production
- Author
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Qiang Xiao, Nicholas A. Cilfone, Barbara S. Nikolajczyk, Ramya Kuchibhatla, Madhumita Jagannathan-Bogdan, Caroline M. Apovian, Anna C. Belkina, Douglas A. Lauffenburger, Blanche C. Ip, Marie E. McDonnell, Min Zhu, Jason DeFuria, and Thomas B. Kepler
- Subjects
0301 basic medicine ,Nutrition and Dietetics ,endocrine system diseases ,business.industry ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,T cell ,Medicine (miscellaneous) ,Inflammation ,Type 2 diabetes ,medicine.disease ,Obesity ,Proinflammatory cytokine ,03 medical and health sciences ,030104 developmental biology ,Endocrinology ,Cytokine ,medicine.anatomical_structure ,Diabetes mellitus ,Immunology ,medicine ,Tumor necrosis factor alpha ,medicine.symptom ,business - Abstract
Objective T cell inflammation plays pivotal roles in obesity-associated type 2 diabetes (T2DM). The identification of dominant sources of T cell inflammation in humans remains a significant gap in understanding disease pathogenesis. We hypothesized that cytokine profiles from circulating T cells identify T cell subsets and T cell cytokines that define T2DM-associated inflammation.
- Published
- 2015
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50. HIV-1 Unspliced RNA Expression Induces Innate Immune Activation in Macrophages
- Author
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Chelsea R. Ettinger, Caitlin M. Miller, Suryaram Gummuluru, Anna C. Belkina, Jennifer E. Snyder-Cappione, and Hisashi Akiyama
- Subjects
0303 health sciences ,Innate immune system ,030306 microbiology ,Viral protein ,T cell ,Human immunodeficiency virus (HIV) ,virus diseases ,RNA ,Inflammation ,Biology ,medicine.disease_cause ,3. Good health ,03 medical and health sciences ,medicine.anatomical_structure ,Immune system ,Immunology ,medicine ,medicine.symptom ,Nuclear export signal ,030304 developmental biology - Abstract
Low-levels of type I interferons (IFN-I) are thought to be a driving force for immune activation and T cell exhaustion in HIV-1 infected individuals on highly active antiretroviral therapy (HAART), though the causative mechanisms for persistent IFN-I signaling have remained unclear. Here, we show Rev-CRM1 dependent nuclear export and peripheral membrane association of intron-containing HIV-1 unspliced RNA (usRNA), independent of primary viral sequence or viral protein expression, is subject to sensing, and results in IFN-I-dependent pro-inflammatory responses in macrophages. Our findings suggest that persistent expression of HIV-1 usRNA in macrophages contributes to chronic immune activation and that use of HIV RNA expression inhibitors as adjunct therapy might abrogate aberrant inflammation and restore immune function in HIV-infected individuals on HAART.
- Published
- 2017
- Full Text
- View/download PDF
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