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1.
Allergy Asthma Immunol Res ; 11(5): 677-690, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31332979

ABSTRACT

PURPOSE: Activated leukocyte cell adhesion molecule (ALCAM), a member of the immunoglobulin superfamily, is highly expressed on dendritic cells. ALCAM and its receptor CD6 are co-stimulatory molecules in the immunological synapse; their interaction is required for T cell activation. While atopic dermatitis (AD) is recognized as a T helper 2 (Th2)-mediated allergic disease, the role of ALCAM in its pathogenesis is unclear. METHODS: ALCAM levels were measured in the serum of AD patients and AD-induced murine model by ovalbumin treatment. We next investigated transepidermal water loss, clinical score, Th2-immune responses, skin barrier gene expression and T-cell activation using wild-type (WT) and ALCAM deficiency mice. An oxazolone-induced AD-like model was also established and analyzed using WT- and ALCAM-deficient mice. RESULTS: We found that serum ALCAM levels were elevated in pediatric AD patients as well as WT AD mice, whereas Th2-type cytokine production and AD symptoms were suppressed in ALCAM-deficient mice. In addition, CD4⁺ effector T-cell counts in murine skin and skin-draining lymph nodes were lower in ALCAM-deficient mice than in their WT counterparts. ALCAM deficiency was also linked to higher expression of skin barrier genes and number of lamellar bodies. CONCLUSIONS: These findings indicate that ALCAM may contribute to AD pathogenesis by meditating a Th2-dominant immune response and disrupting the barrier function of the skin.

2.
J Healthc Eng ; 2018: 7391793, 2018.
Article in English | MEDLINE | ID: mdl-30402214

ABSTRACT

One of the significant issues in a smart city is maintaining a healthy environment. To improve the environment, huge amounts of data are gathered, manipulated, analyzed, and utilized, and these data might include noise, uncertainty, or unexpected mistreatment of the data. In some datasets, the class imbalance problem skews the learning performance of the classification algorithms. In this paper, we propose a case-based reasoning method that combines the use of crowd knowledge from open source data and collective knowledge. This method mitigates the class imbalance issues resulting from datasets, which diagnose wellness levels in patients suffering from stress or depression. We investigate effective ways to mitigate class imbalance issues in which the datasets have a higher proportion of one class over another. The results of this proposed hybrid reasoning method, using a combination of crowd knowledge extracted from open source data (i.e., a Google search, or other publicly accessible source) and collective knowledge (i.e., case-based reasoning), were that it performs better than other traditional methods (e.g., SMO, BayesNet, IBk, Logistic, C4.5, and crowd reasoning). We also demonstrate that the use of open source and big data improves the classification performance when used in addition to conventional classification algorithms.


Subject(s)
Data Mining/methods , Medical Informatics/instrumentation , Medical Informatics/methods , Residence Characteristics , Adult , Aged , Algorithms , Cities , Crowdsourcing , Data Collection , Depression/prevention & control , Environment , Facility Design and Construction , Female , Geography , Humans , Internet , Machine Learning , Male , Middle Aged , Semantics , Stress, Psychological , Surveys and Questionnaires , Urban Population , Young Adult
3.
Yonsei Med J ; 59(10): 1222-1231, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30450857

ABSTRACT

PURPOSE: Cockroach exposure is a pivotal cause of asthma. Tight junctions are intercellular structures required for maintenance of the barrier function of the airway epithelium, which is impaired in this disease. Matrix metalloproteinases (MMPs) digest extracellular matrix components and are involved in asthma pathogenesis: MMP1 is a collagenase with a direct influence on airway obstruction in asthmatics. This study aimed to investigate the mechanism by which German cockroach extract (GCE) induces MMP1 expression and whether MMP1 release alters cellular tight junctions in human airway epithelial cells (NCI-H292). MATERIALS AND METHODS: mRNA and protein levels were determined using real-time PCR and ELISA. Tight junction proteins were detected using immunofluorescence staining. Epithelial barrier function was measured by transepithelial electrical resistance (TEER). The binding of a transcription factor to DNA molecules was determined by electrophoretic mobility shift assay, while the levels of tight junction proteins and phosphorylation were determined using Western blotting. RESULTS: GCE was shown to increase MMP1 expression, TEER, and tight junction degradation. Both an inhibitor and small interfering RNA (siRNA) of MMP1 significantly decreased GCE-induced tight junction disruption. Furthermore, transient transfection with ETS1 and SP1 siRNA, and anti-TLR2 antibody pretreatment prevented MMP1 expression and tight junction degradation. An extracellular signal-regulated kinase (ERK)/mitogen-activated protein kinase (MAPK) inhibitor also blocked MMP1 release, ETS1/SP1 DNA binding, and tight junction alteration. CONCLUSION: GCE treatment increases MMP1 expression, leading to tight junction disruption, which is transcriptionally regulated and influenced by the ERK/MAPK pathway in airway epithelial cells. These findings may contribute to developing novel therapeutic strategies for airway diseases.


Subject(s)
Blattellidae/immunology , Epithelial Cells/immunology , Epithelial Cells/metabolism , Extracellular Signal-Regulated MAP Kinases/metabolism , Tight Junctions/metabolism , Animals , Enzyme-Linked Immunosorbent Assay , Humans , Matrix Metalloproteinase 1 , Phosphorylation , RNA, Messenger/metabolism , Real-Time Polymerase Chain Reaction
4.
Am J Respir Crit Care Med ; 197(8): 994-1008, 2018 04 15.
Article in English | MEDLINE | ID: mdl-29394080

ABSTRACT

RATIONALE: The activated leukocyte cell adhesion molecule (ALCAM) is a cluster of differentiation 6 ligand that is important for stabilizing the immunological synapse and inducing T-cell activation and proliferation. OBJECTIVES: In this study, we investigated the role of ALCAM in the development of inflammation in allergic asthma. METHODS: An ovalbumin (OVA)-induced allergic asthma model was established in wild-type (WT) and ALCAM-deficient (ALCAM-/-) mice. T-cell proliferation was evaluated in cocultures with dendritic cells (DCs). Bone marrow-derived dendritic cells (BMDCs) from WT and ALCAM-/- mice were cultured and adoptively transferred to OT-II mice for either OVA sensitization or challenge. An anti-ALCAM antibody was administered to assess its therapeutic potential. ALCAM concentrations in the sputum and serum of children with asthma were quantified by ELISA. MEASUREMENTS AND MAIN RESULTS: Inflammatory responses were lower in ALCAM-/- mice than in WT mice, and T cells cocultured with DCs from ALCAM-/- mice showed reduced proliferation relative to those cocultured with DCs from WT mice. A decreased inflammatory response was observed upon adoptive transfer of BMDCs from ALCAM-/- mice as compared with that observed after transfer of BMDCs from WT mice. In addition, anti-ALCAM antibody-treated mice showed a reduced inflammatory response, and sputum and serum ALCAM concentrations were higher in children with asthma than in control subjects. CONCLUSIONS: ALCAM contributes to OVA-induced allergic asthma by stimulating T-cell activation and proliferation, suggesting it as a potential therapeutic target for allergic asthma.


Subject(s)
Activated-Leukocyte Cell Adhesion Molecule/immunology , Allergens/immunology , Asthma/complications , Asthma/immunology , Inflammation/immunology , Lung/immunology , Tumor Necrosis Factor Receptor Superfamily, Member 7/immunology , Animals , Female , Humans , Inflammation/etiology , Mice, Inbred BALB C , Models, Animal
5.
Allergy Asthma Proc ; 37(4): 335-9, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27401320

ABSTRACT

BACKGROUND: Atopic dermatitis (AD) is a chronic inflammatory skin disease. Clusterin is a sensitive cellular biosensor of oxidative stress and has been studied as a marker to assess inflammatory diseases. The clusterin levels in AD have not been evaluated thus far. OBJECTIVE: We evaluated serum clusterin levels in children with AD and assessed the relationship between serum clusterin levels and the severity of AD. METHOD: The study enrolled a total 140 children, of whom 100 had AD (n = 100) and 40 were healthy (n = 40). The severity of AD was scored by using the SCORing Atopic Dermatitis (SCORAD). Total serum immunoglobulin E and specific immunoglobulin E levels against egg whites, cow's milk, peanuts, soybeans, wheat, and Dermatophagoides farinae were measured. Clusterin levels in serum were measured by enzyme-linked immunosorbent assay. RESULTS: The mean (interquartile range) age of the children was 5.1 years (1.3-8.4 years), and 92 (69.3%) of the children were boys. The mean (standard deviation) SCORAD index was 50.4 ± 17. The mean (standard deviation) clusterin level of children with AD was higher than that in the healthy control group children (148.13 ± 4.3 pg/mL versus 144.85 ± 5.1 pg/mL; p = 0.001). Serum clusterin levels were correlated with the SCORAD index (r = 0.327, p = 0.002). CONCLUSIONS: The serum clusterin level was higher in children with AD than in the healthy control group and increased with the severity of AD. Serum clusterin may be a candidate molecule that reflects AD and its severity.


Subject(s)
Clusterin/blood , Dermatitis, Atopic/blood , Dermatitis, Atopic/diagnosis , Biomarkers , Case-Control Studies , Child , Child, Preschool , Eosinophils , Female , Humans , Immunoglobulin E/blood , Immunoglobulin E/immunology , Infant , Leukocyte Count , Male , Severity of Illness Index
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