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Featured researches published by Daun Jung.


Molecules and Cells | 2016

GM-CSF Grown Bone Marrow Derived Cells Are Composed of Phenotypically Different Dendritic Cells and Macrophages

Yi Rang Na; Daun Jung; Gyo Jeong Gu; Seung-Hyeok Seok

Granulocyte-macrophage colony stimulating factor (GM-CSF) has a role in inducing emergency hematopoiesis upon exposure to inflammatory stimuli. Although GM-CSF generated murine bone marrow derived cells have been widely used as macrophages or dendritic cells in research, the exact characteristics of each cell population have not yet been defined. Here we discriminated GM-CSF grown bone marrow derived macrophages (GM-BMMs) from dendritic cells (GM-BMDCs) in several criteria. After C57BL/6J mice bone marrow cell culture for 7 days with GM-CSF supplementation, two main populations were observed in the attached cells based on MHCII and F4/80 marker expressions. GM-BMMs had MHCIIlowF4/80high as well as CD11c+CD11bhighCD80−CD64+MerTK+ phenotypes. In contrast, GM-BMDCs had MHCIIhighF4/80low and CD11chighCD8α− CD11b+CD80+CD64−MerTKlow phenotypes. Interestingly, the GM-BMM population increased but GM-BMDCs decreased in a GM-CSF dose-dependent manner. Functionally, GM-BMMs showed extremely high phagocytic abilities and produced higher IL-10 upon LPS stimulation. GM-BMDCs, however, could not phagocytose as well, but were efficient at producing TNFα, IL-1β, IL-12p70 and IL-6 as well as inducing T cell proliferation. Finally, whole transcriptome analysis revealed that GM-BMMs and GM-BMDCs are overlap with in vivo resident macrophages and dendritic cells, respectively. Taken together, our study shows the heterogeneicity of GM-CSF derived cell populations, and specifically characterizes GM-CSF derived macrophages compared to dendritic cells.


European Journal of Immunology | 2015

Endogenous prostaglandin E2 potentiates anti-inflammatory phenotype of macrophage through the CREB-C/EBP-β cascade

Yi Rang Na; Daun Jung; Bo Ruem Yoon; Won Woo Lee; Seung-Hyeok Seok

Macrophages have important functions in tissue homeostasis, but the exact mechanisms regarding wide spectrum of macrophage phenotype remain unresolved. In this study, we report that mouse bone marrow derived naïve macrophages produce prostaglandin E2 (PGE2) endogenously, resulting in anti‐inflammatory gene expression upon differentiation induced by macrophage colony stimulating factor (M‐CSF). Cyclooxygenase (COX) inhibition by indomethacin reduced endogenous PGE2 production of macrophages and subsequently reduced arg1, IL10 and Mrc1, YmI and FizzI gene expressions. Of note, PGE2 phosphorylates CREB via EP2 and EP4 receptor ligation, thereby transcriptionally increasing C/EBP‐β expression in BALB/c bone marrow derived macrophages. Activated CREB directly binds to the CREB‐responsive element of the C/EBP‐β promoter, such that PGE2 ultimately reinforces arg1, IL10 and Mrc1 gene expression. Cyclic AMP activator forskolin also phosphorylated CREB and induced the C/EBP‐β cascade, but this was completely blocked by the PKA inhibitor, H89. Consequently, M‐CSF grown macrophages inhibited T‐cell proliferation but the inhibition ability was reduced when the COX is inhibited by indomethacin or macrophage C/EBP‐β expression was decreased by siRNA transduction. Our results collectively describe the molecular basis for homeostatic macrophage differentiation by endogenous PGE2.


Journal of Immunology | 2016

GM-CSF Induces Inflammatory Macrophages by Regulating Glycolysis and Lipid Metabolism

Yi Rang Na; Gyo Jung Gu; Daun Jung; Young Won Kim; Juri Na; Jin Sun Woo; Joo Youn Cho; Hyewon Youn; Seung-Hyeok Seok

GM-CSF induces proinflammatory macrophages, but the underlying mechanisms have not been studied thus far. In this study, we investigated the mechanisms of how GM-CSF induces inflammatory macrophages. First, we observed that GM-CSF increased the extent of LPS-induced acute glycolysis in murine bone marrow–derived macrophages. This directly correlates with an inflammatory phenotype because glycolysis inhibition by 2-deoxyglucose abolished GM-CSF–mediated increase of TNF-α, IL-1β, IL-6, and IL-12p70 synthesis upon LPS stimulation. Increased glycolytic capacity is due to de novo synthesis of glucose transporter (GLUT)-1, -3, and -4, as well as c-myc. Meanwhile, GM-CSF increased 3-hydroxy-3-methyl-glutaryl-CoA reductase, which is the rate-limiting enzyme of the mevalonate pathway. Inhibition of acute glycolysis or 3-hydroxy-3-methyl-glutaryl-CoA reductase abrogated the inflammatory effects of GM-CSF priming in macrophages. Finally, mice with inflamed colons exposed to dextran sodium sulfate containing GLUT-1high macrophages led to massive uptake of [18F]-fluorodeoxyglucose, but GM-CSF neutralization reduced the positron-emission tomography signal in the intestine and also decreased GLUT-1 expression in colonic macrophages. Collectively, our results reveal glycolysis and lipid metabolism created by GM-CSF as the underlying metabolic constructs for the function of inflammatory macrophages.


Molecular & Cellular Proteomics | 2015

Proteomic Analysis Reveals Distinct Metabolic Differences Between Granulocyte-Macrophage Colony Stimulating Factor (GM-CSF) and Macrophage Colony Stimulating Factor (M-CSF) Grown Macrophages Derived from Murine Bone Marrow Cells

Yi Rang Na; Ji Hye Hong; Min Yong Lee; Jae Hun Jung; Daun Jung; Young Won Kim; Dain Son; Murim Choi; Kwang Pyo Kim; Seung-Hyeok Seok

Macrophages are crucial in controlling infectious agents and tissue homeostasis. Macrophages require a wide range of functional capabilities in order to fulfill distinct roles in our body, one being rapid and robust immune responses. To gain insight into macrophage plasticity and the key regulatory protein networks governing their specific functions, we performed quantitative analyses of the proteome and phosphoproteome of murine primary GM-CSF and M-CSF grown bone marrow derived macrophages (GM-BMMs and M-BMMs, respectively) using the latest isobaric tag based tandem mass tag (TMT) labeling and liquid chromatography-tandem mass spectrometry (LC-MS/MS). Strikingly, metabolic processes emerged as a major difference between these macrophages. Specifically, GM-BMMs show significant enrichment of proteins involving glycolysis, the mevalonate pathway, and nitrogen compound biosynthesis. This evidence of enhanced glycolytic capability in GM-BMMs is particularly significant regarding their pro-inflammatory responses, because increased production of cytokines upon LPS stimulation in GM-BMMs depends on their acute glycolytic capacity. In contrast, M-BMMs up-regulate proteins involved in endocytosis, which correlates with a tendency toward homeostatic functions such as scavenging cellular debris. Together, our data describes a proteomic network that underlies the pro-inflammatory actions of GM-BMMs as well as the homeostatic functions of M-BMMs.


Science Signaling | 2015

The early synthesis of p35 and activation of CDK5 in LPS-stimulated macrophages suppresses interleukin-10 production

Yi Rang Na; Daun Jung; Gyo Jeong Gu; Ah Ram Jang; Yoo-Hun Suh; Seung-Hyeok Seok

A cyclin-dependent kinase delays the onset of anti-inflammatory responses by macrophages. Taking the time to inflame In response to the microbial product lipopolysaccharide (LPS), macrophages produce inflammatory cytokines to fight infection; however, they also produce anti-inflammatory cytokines, such as interleukin-10 (IL-10), to resolve the inflammation. Na et al. highlighted the temporal regulation of these responses by finding that LPS also stimulated the early and transient synthesis of p35, a protein that binds to and activates cyclin-dependent kinase 5 (CDK5). The CDK5-p35 complex prevented macrophages from producing IL-10 and other anti-inflammatory factors. Mice deficient in p35 showed enhanced IL-10 production and were protected from tissue damage in a model of chemical-induced gut inflammation. Together, these data suggest that the early activation of CDK5 delays the production of IL-10 and the onset of anti-inflammatory processes. Interleukin-10 (IL-10) is an important anti-inflammatory cytokine that is produced primarily by macrophages. We investigated mechanisms by which the timing of IL-10 production was controlled in macrophages and found that cyclin-dependent kinase 5 (CDK5) activity was markedly increased in lipopolysaccharide (LPS)–stimulated macrophages through the synthesis of the CDK5-binding partner and activator p35. Degradation of p35 released the inhibition on anti-inflammatory signaling mediated by CDK5-p35 complexes. The transiently active CDK5-p35 complexes limited the LPS-stimulated phosphorylation and activation of various mitogen-activated protein kinases (MAPKs), thereby preventing the premature production of SOCS3 (suppressor of cytokine signaling 3), an inhibitor of inflammatory responses in macrophages, and IL-10. Furthermore, we showed that dextran sodium sulfate failed to induce colitis in p35-deficient mice, which was associated with the enhanced production of IL-10 by macrophages. Together, our results suggest that CDK5 enhances the inflammatory function of macrophages by inhibiting the MAPK-dependent production of IL-10.


PLOS ONE | 2015

Consistent inhibition of cyclooxygenase drives macrophages towards the inflammatory phenotype.

Yi Rang Na; Yi Na Yoon; Dain Son; Daun Jung; Gyo Jeong Gu; Seung-Hyeok Seok

Macrophages play important roles in defense against infection, as well as in homeostasis maintenance. Thus alterations of macrophage function can have unexpected pathological results. Cyclooxygenase (COX) inhibitors are widely used to relieve pain, but the effects of long-term usage on macrophage function remain to be elucidated. Using bone marrow-derived macrophage culture and long-term COX inhibitor treatments in BALB/c mice and zebrafish, we showed that chronic COX inhibition drives macrophages into an inflammatory state. Macrophages differentiated in the presence of SC-560 (COX-1 inhibitor), NS-398 (COX-2 inhibitor) or indomethacin (COX-1/2 inhibitor) for 7 days produced more TNFα or IL-12p70 with enhanced p65/IκB phosphoylation. YmI and IRF4 expression was reduced significantly, indicative of a more inflammatory phenotype. We further observed that indomethacin or NS-398 delivery accelerated zebrafish death rates during LPS induced sepsis. When COX inhibitors were released over 30 days from an osmotic pump implant in mice, macrophages from peritoneal cavities and adipose tissue produced more TNFα in both the basal state and under LPS stimulation. Consequently, indomethacin-exposed mice showed accelerated systemic inflammation after LPS injection. Our findings suggest that macrophages exhibit a more inflammatory phenotype when COX activities are chronically inhibited.


Journal of Applied Toxicology | 2016

Discrimination of skin sensitizers from non-sensitizers by interleukin-1α and interleukin-6 production on cultured human keratinocytes.

Daun Jung; Jeong-Hwan Che; Kyung-Min Lim; Young-Jin Chun; Yong Heo; Seung-Hyeok Seok

In vitro testing methods for classifying sensitizers could be valuable alternatives to in vivo sensitization testing using animal models, such as the murine local lymph node assay (LLNA) and the guinea pig maximization test (GMT), but there remains a need for in vitro methods that are more accurate and simpler to distinguish skin sensitizers from non‐sensitizers. Thus, the aim of our study was to establish an in vitro assay as a screening tool for detecting skin sensitizers using the human keratinocyte cell line, HaCaT. HaCaT cells were exposed to 16 relevant skin sensitizers and 6 skin non‐sensitizers. The highest dose used was the dose causing 75% cell viability (CV75) that we determined by an MTT [3‐(4,5‐dimethylthiazol‐2‐yl)‐2,5‐diphenyltetrazolium bromide] assay. The levels of extracellular production of interleukin‐1α (IL‐1α) and IL‐6 were measured. The sensitivity of IL‐1α was 63%, specificity was 83% and accuracy was 68%. In the case of IL‐6, sensitivity: 69%, specificity: 83% and accuracy: 73%. Thus, this study suggests that measuring extracellular production of pro‐inflammatory cytokines IL‐1α and IL‐6 by human HaCaT cells may potentially classify skin sensitizers from non‐sensitizers. Copyright


Journal of Immunology | 2017

Correction: GM-CSF Induces Inflammatory Macrophages by Regulating Glycolysis and Lipid Metabolism

Yi Rang Na; Gyo Jeong Gu; Daun Jung; Young Won Kim; Juri Na; Jin Sun Woo; Joo Youn Cho; Hyewon Youn; Seung-Hyeok Seok

Na, Y. R., G. J. Gu, D. Jung, Y. W. Kim, J. Na, J. S. Woo, J. Y. Cho, H. Youn, and S. H. Seok. 2016. GM-CSF induces inflammatory macrophages by regulating glycolysis and lipid metabolism. J . Immunol . 197: [4101–4109][1]. The second author’s middle name was published incorrectly. The correct


Toxicology in Vitro | 2018

Intra- and inter-laboratory reproducibility and predictivity of the HaCaSens assay: A skin sensitization test using human keratinocytes, HaCaT

Hye Won Chung; Hailian Quan; Daun Jung; Gautam Ravi; Ahrang Cho; Mi Jeong Kang; Eunju Kim; Jeong-Hwan Che; Eung-Seok Lee; Tae Cheon Jeong; Yong Heo; Seung-Hyeok Seok

Due to considerable constraints in using animals for risk assessment, much effort has been directed at developing non-animal test methods. Developing assays for skin sensitization, the leading cause of contact dermatitis, is particularly important, but there are currently no in vitro skin sensitization tests that completely replace animal tests. HaCaSens, a simple skin sensitization test using non-transformed HaCaT cells, predicts keratinocyte activation by skin sensitizers with 75% sensitivity, 83% specificity and 77% accuracy in a previous study using 22 coded substances. Although the data show promising results, the number of tested substances is insufficient to prove predictive capacity. Moreover, reproducibility among different laboratories has not been studied. Here, three laboratories participated in a validation in order to assess HaCaSens feasibility for official validation. To examine transferability, intra- and inter-lab reproducibility and predictive capacity, HaCaSens was assessed on a set of 30 test substances coordinated by the Validation Management Team (VMT). The results showed satisfactory transferability as well as intra- and inter-laboratory reproducibility. Further assessment of its predictive capacity on 20 test substances demonstrated a sensitivity of 81.8% (18/22), specificity of 87.5% (7/8), and accuracy of 83.3% (25/30) in identifying skin sensitizers, which is comparable with presently validated assays, KeratinoSens™ and LuSens. This validation study shows that the HaCaSens assay is easily transferable, reproducible and highly predictable for identifying skin sensitizers.


Toxicology Letters | 2018

Optimizing the cutoff for the identification of skin sensitizers by the HaCaSens assay: Introducing an ROC-analysis-based cutoff approach

Hye Won Chung; Eunju Kim; Hailian Quan; Daun Jung; Ravi Gautam; Ahrang Cho; Chang Yul Kim; Mi-Jeong Kang; Jeong-Hwan Che; Eung-Seok Lee; Tae Cheon Jeong; Yong Heo; Seung-Hyeok Seok

The worldwide restricted use of animal testing makes it challenging to identify the skin sensitizing potentials of newly manufactured products. The HaCaSens assay has shown promise as an in vitro skin sensitizing assay comparable to existing assays, and is currently under pre-validation. However, there is little agreement on how to assess the results of the assay to discriminate sensitizers from non-sensitizers as the stimulation index (SI) cutoff value was arbitrarily chosen without appropriate statistical methods. Here, we investigated the SI cutoff values in identifying sensitizers to obtain the optimal value. Sensitivities and specificities were calculated for a set of 30 test substances, and plotted in receiver operator characteristics (ROC) curves. The SI cutoff values with the highest sum of sensitivity and specificity according to LLNA data were 2.2, 1.8 and 3.0 for interleukin 1α (IL-1α), interleukin 6 (IL-6), and the combination of the two cytokines respectively. Also, the same statistical analysis of human data demonstrated optimal SI cutoff values 2.0, 2.0 and 3.2 for the same respective parameters. When considering the predictive capacity of each possible SI cutoff value determined by ROC curves, the optimal value for HaCaSens is 3.0 for the combination of IL-1α and IL-6 as it had the highest sensitivity (90.9%), specificity (75.0%) and accuracy (86.7%) based on LLNA data. Thus, we recommend the wide use of the SI cutoff value of 3.0 to ensure consistent endpoints.

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Yi Rang Na

Seoul National University

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Gyo Jeong Gu

Seoul National University

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Jeong-Hwan Che

Seoul National University

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Hailian Quan

Seoul National University

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Yong Heo

Catholic University of Daegu

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Young Won Kim

Seoul National University

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Ahrang Cho

Catholic University of Daegu

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Dain Son

Seoul National University

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