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1.
iScience ; 25(4): 104130, 2022 Apr 15.
Article in English | MEDLINE | ID: mdl-35391830

ABSTRACT

Keratinocyte differentiation is an intricate process that is regulated by multiple mediators. Using cultured human keratinocytes, we found that lysophosphatidic acid (LPA) induced the differentiation of a previously unsuspected keratinocyte subpopulation expressing the extracellular matrix protein, thrombospondin-1 (THBS1). This action of LPA was mediated by the RHO/ROCK-SRF signaling downstream of LPA1 and LPA5 receptors and required ERK activity. Suppression of THBS1 in vitro suggested a migratory role of THBS1+ keratinocytes. Moreover, we analyzed publicly deposited single-cell RNA sequencing dataset and identified Thbs1-expressing keratinocytes in the mouse wound skin. Immunohistochemistry analysis revealed that Thbs1+ keratinocytes were apparently differentiated from basal keratinocytes upon wounding, subsequently polarized and migrated suprabasally toward the wound front, and eventually underwent terminal differentiation in the neo-epidermis. Importantly, inhibition of Erk activity suppressed Thbs1+ keratinocyte differentiation in wound healing. Based on these findings, we suggest that THBS1+ keratinocyte is a migratory keratinocyte subpopulation that facilitates epidermal wound healing.

2.
Front Mol Biosci ; 9: 839051, 2022.
Article in English | MEDLINE | ID: mdl-35300116

ABSTRACT

While the high year-round production of tomatoes has been facilitated by solar greenhouse cultivation, these yields readily fluctuate in response to changing environmental conditions. Mathematic modeling has been applied to forecast phenotypes of tomatoes using environmental measurements (e.g., temperature) as indirect parameters. In this study, metabolome data, as direct parameters reflecting plant internal status, were used to construct a predictive model of the anthesis rate of greenhouse tomatoes. Metabolome data were obtained from tomato leaves and used as variables for linear regression with the least absolute shrinkage and selection operator (LASSO) for prediction. The constructed model accurately predicted the anthesis rate, with an R2 value of 0.85. Twenty-nine of the 161 metabolites were selected as candidate markers. The selected metabolites were further validated for their association with anthesis rates using the different metabolome datasets. To assess the importance of the selected metabolites in cultivation, the relationships between the metabolites and cultivation conditions were analyzed via correspondence analysis. Trigonelline, whose content did not exhibit a diurnal rhythm, displayed major contributions to the cultivation, and is thus a potential metabolic marker for predicting the anthesis rate. This study demonstrates that machine learning can be applied to metabolome data to identify metabolites indicative of agricultural traits.

3.
STAR Protoc ; 3(4): 101906, 2022 12 16.
Article in English | MEDLINE | ID: mdl-36595953

ABSTRACT

Here, we describe a protocol for single-cell isolation from the primary culture of normal human epidermal keratinocytes derived from neonatal foreskin. The cell culture conditions have been optimized for inducing expression of keratinocyte differentiation markers. Cells are cultured in the absence or presence of a bioactive lipid lysophosphatidic acid (LPA). Single cells are isolated by Fluidigm C1 system. This is followed by cDNA library preparation using Takara SMART-Seq v4 Ultra and Illumina Nextera XT kit for RNA sequencing. For complete details on the use and execution of this protocol, please refer to Siriwach et al. (2022).1.


Subject(s)
Cell Culture Techniques , Keratinocytes , Infant, Newborn , Humans , Gene Library , Sequence Analysis, RNA/methods , Cell Separation
4.
Metabolites ; 10(4)2020 Apr 18.
Article in English | MEDLINE | ID: mdl-32325728

ABSTRACT

Drought perturbs metabolism in plants and limits their growth. Because drought stress on crops affects their yields, understanding the complex adaptation mechanisms evolved by plants against drought will facilitate the development of drought-tolerant crops for agricultural use. In this study, we examined the metabolic pathways of Arabidopsis thaliana which respond to drought stress by omics-based in silico analyses. We proposed an analysis pipeline to understand metabolism under specific conditions based on a genome-scale metabolic model (GEM). Context-specific GEMs under drought and well-watered control conditions were reconstructed using transcriptome data and examined using metabolome data. The metabolic fluxes throughout the metabolic network were estimated by flux balance analysis using the context-specific GEMs. We used in silico methods to identify an important reaction contributing to biomass production and clarified metabolic reaction responses under drought stress by comparative analysis between drought and control conditions. This proposed pipeline can be applied in other studies to understand metabolic changes under specific conditions using Arabidopsis GEM or other available plant GEMs.

5.
J Allergy Clin Immunol ; 143(2): 631-643, 2019 02.
Article in English | MEDLINE | ID: mdl-29935220

ABSTRACT

BACKGROUND: IL-23 is the key cytokine for generation of pathogenic IL-17-producing helper T (TH17) cells, which contribute critically to autoimmune diseases. However, how IL-23 generates pathogenic TH17 cells remains to be elucidated. OBJECTIVES: We sought to examine the involvement, molecular mechanisms, and clinical implications of prostaglandin (PG) E2-EP2/EP4 signaling in induction of IL-23-driven pathogenic TH17 cells. METHODS: The role of PGE2 in induction of pathogenic TH17 cells was investigated in mouse TH17 cells in culture in vitro and in an IL-23-induced psoriasis mouse model in vivo. Clinical relevance of the findings in mice was examined by using gene expression profiling of IL-23 and PGE2-EP2/EP4 signaling in psoriatic skin from patients. RESULTS: IL-23 induces Ptgs2, encoding COX2 in TH17 cells, and produces PGE2, which acts back on the PGE receptors EP2 and EP4 in these cells and enhances IL-23-induced expression of an IL-23 receptor subunit gene, Il23r, by activating signal transducer and activator of transcription (STAT) 3, cAMP-responsive element binding protein 1, and nuclear factor κ light chain enhancer of activated B cells (NF-κB) through cyclic AMP-protein kinase A signaling. This PGE2 signaling also induces expression of various inflammation-related genes, which possibly function in TH17 cell-mediated pathology. Combined deletion of EP2 and EP4 selectively in T cells suppressed accumulation of IL-17A+ and IL-17A+IFN-γ+ pathogenic Th17 cells and abolished skin inflammation in an IL-23-induced psoriasis mouse model. Analysis of human psoriatic skin biopsy specimens shows positive correlation between PGE2 signaling and the IL-23/TH17 pathway. CONCLUSIONS: T cell-intrinsic EP2/EP4 signaling is critical in IL-23-driven generation of pathogenic TH17 cells and consequent pathogenesis in the skin.


Subject(s)
Inflammation/immunology , Psoriasis/immunology , Receptors, Prostaglandin E, EP2 Subtype/metabolism , Receptors, Prostaglandin E, EP4 Subtype/metabolism , Th17 Cells/immunology , Animals , Cells, Cultured , Cyclic AMP/metabolism , Dinoprostone/metabolism , Disease Models, Animal , Gene Expression Profiling , Humans , Imiquimod , Interleukin-23/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Receptors, Prostaglandin E, EP2 Subtype/genetics , Receptors, Prostaglandin E, EP4 Subtype/genetics , Signal Transduction
6.
J Invest Dermatol ; 139(5): 1010-1022, 2019 05.
Article in English | MEDLINE | ID: mdl-30447238

ABSTRACT

The skin barrier protects the body from water loss, allergens, and pathogens. Profilaggrin is produced by differentiated keratinocytes and is processed into filaggrin monomers. These monomers cross-link keratin filaments and are also decomposed to natural moisturizing factors in the stratum corneum for skin hydration and barrier function. Deficits in FLG expression impair skin barrier function and underlie skin diseases such as dry skin and atopic dermatitis. However, intrinsic factors that regulate FLG expression and their mechanisms of action remain unknown. Here, we show that lysophosphatidic acid induces FLG expression in human keratinocytes via the LPAR1 and LPAR5 receptors and the downstream RHO-ROCK-SRF pathway. Comprehensive gene profiling analysis further showed that lysophosphatidic acid not only induces FLG expression but also facilitates keratinocyte differentiation. Moreover, lysophosphatidic acid treatment significantly up-regulated FLG production in a three-dimensional culture model of human skin and promoted barrier function in mouse skin in vivo. Thus, our work shows a previously unsuspected role for lysophosphatidic acid and its downstream signaling in the maintenance of skin homeostasis, which may serve as a novel therapeutic target for skin barrier dysfunction.


Subject(s)
Intermediate Filament Proteins/metabolism , Keratinocytes/cytology , Lysophospholipids/pharmacology , Receptors, Lysophosphatidic Acid/genetics , Animals , Cell Differentiation/genetics , Cells, Cultured , Filaggrin Proteins , Gene Expression Regulation , Homeostasis/genetics , Humans , Keratinocytes/drug effects , Male , Mice , Mice, Inbred C57BL , Receptors, Lysophosphatidic Acid/metabolism , Skin Absorption/genetics , Skin Physiological Phenomena/drug effects , Skin Physiological Phenomena/genetics , Up-Regulation
7.
J Antibiot (Tokyo) ; 67(2): 167-70, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24192556

ABSTRACT

As a result of the continued screening for new metabolites produced by endophytic fungi from Thai medicinal plants, two new triene fatty acid amides, bipolamides A (1) and B (2), were discovered from the endophytic fungus Bipolaris sp. MU34. The structures of all of the isolated compounds were elucidated on the basis of the spectroscopic data of NMR and MS. An antimicrobial assay revealed that bipolamide B (2) had moderate antifungal activity against Cladosporium cladosporioides FERMS-9, Cladosporium cucumerinum NBRC 6370, Saccharomyces cerevisiae ATCC 9804, Aspergillus niger ATCC 6275 and Rhisopus oryzae ATCC 10404, with Minimum inhibitory concentration (MIC) values of 16, 32, 32, 64 and 64 µg ml(-1), respectively.


Subject(s)
Amides/chemistry , Amides/pharmacology , Antifungal Agents/pharmacology , Ascomycota/enzymology , Fatty Acids, Unsaturated/chemistry , Fatty Acids, Unsaturated/pharmacology , Amides/isolation & purification , Antifungal Agents/chemistry , Antifungal Agents/isolation & purification , Aspergillus niger/drug effects , Cladosporium/drug effects , Drug Discovery , Fatty Acids, Unsaturated/isolation & purification , Magnetic Resonance Imaging , Mass Spectrometry , Microbial Sensitivity Tests , Rhizopus/drug effects , Saccharomyces cerevisiae/drug effects
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