C10orf99/GPR15L Regulates Proinflammatory Response of Keratinocytes and Barrier Formation of the Skin

Abstract

The epidermis, outermost layer of the skin, forms a barrier and is involved in innate and adaptive immunity in an organism. Keratinocytes participate in all these three protective processes. However, a regulator of keratinocyte protective responses against external dangers and stresses remains elusive. We found that upregulation of the orphan gene 2610528A11Rik was a common factor in the skin of mice with several types of inflammation. In the human epidermis, peptide expression of G protein-coupled receptor 15 ligand (GPR15L), encoded by the human ortholog C10orf99, was highly induced in the lesional skin of patients with atopic dermatitis or psoriasis. C10orf99 gene transfection into normal human epidermal keratinocytes (NHEKs) induced the expression of inflammatory mediators and reduced the expression of barrier-related genes. Gene ontology analyses showed its association with translation, mitogen-activated protein kinase (MAPK), mitochondria, and lipid metabolism. Treatment with GPR15L reduced the expression levels of filaggrin and loricrin in human keratinocyte 3D cultures. Instead, their expression levels in mouse primary cultured keratinocytes did not show significant differences between the wild-type and 2610528A11Rik deficient keratinocytes. Lipopolysaccharide-induced expression of Il1b and Il6 was less in 2610528A11Rik deficient mouse keratinocytes than in wild-type, and imiquimod-induced psoriatic dermatitis was blunted in 2610528A11Rik deficient mice. Furthermore, repetitive subcutaneous injection of GPR15L in mouse ears induced skin inflammation in a dose-dependent manner. These results suggest that C10orf99/GPR15L is a primary inducible regulator that reduces the barrier formation and induces the inflammatory response of keratinocytes.

Introduction

The defense system of the skin has three layers: barrier, innate immunity, and acquired immunity, and is organized to elicit effective responses to protect an organism from external dangers and stresses (1). The barrier is a constitutive machinery at the outermost sites of the organism physically, chemically, and biologically (2). At the same time, the other two layers depend on inducible responses. Defects in the barrier can give rise to abnormal responses in subsequent layers, resulting in inflammatory skin diseases (1). We have previously proposed a concept that interactions in “a loop” among epithelial–immune microenvironment (EIME)-specific factors—microbiota, barrier, epidermis, immune cells, and peripheral nerve endings—are observed in chronic inflammatory skin diseases such as atopic dermatitis and psoriasis (3) and epidermal keratinocytes play central roles in the initiation and propagation of the inflammatory responses (3, 4). However, a shared molecule in keratinocytes that responds to diverse dangers and stresses and governs the protective machinery of the skin, and induces various types of inflammatory responses remains obscure.

G protein-coupled receptor 15 ligand (GPR15L) is a 9 kDa polypeptide encoded by orphan genes C10orf99 in humans and 2610528A11Rik in mice (5, 6). GPR15L is a ubiquitous membrane/secretion protein expressed in epithelial tissues such as gastrointestinal mucosa, cervix, and skin. Its orthologs display a signal peptide, four conserved cysteines forming intramolecular disulfide bridges, and a highly conserved C-terminal domain, which is involved in receptor activation and signaling (5, 6). 2610528A11Rik deficient mice are fertile and develop normally but exhibit an increased ovalbumin-specific IgG2a response (7). A C10orf99 peptide has broad antimicrobial activity against different organisms, including Staphylococcus aureus, Aspergillus, Mycoplasma, and lentiviruses (8). In addition, several functions of GPR15L have been suggested in the context of molecular interaction: the binding of C10orf99 peptides with sushi containing domain-2 (SUSD2) induces the growth inhibition of intestinal epithelial cancer cell lines (9), involvement of C10orf99 in the insulin growth factor-like (IGFL)–Akt pathway (10), and a chemoattractant activity as the ligand of GPR15, an orphan G protein-coupled receptor (5, 6). Of note, gene expression levels of C10orf99/2610528A11Rik are highly increased in the lesional skin of human psoriasis (10–14) and murine psoriasis models (15), as well as in atopic dermatitis (16–19) and its murine models (19). However, details of the mechanical involvement of GPR15L in the barrier and inflammatory responses of the skin remain elusive.

GPR15 was originally identified as a G protein-coupled receptor (GPCR) family member (20). It was identified as a receptor for the infection of simian and human immunodeficiency viruses (21). GPR15 is expressed by memory B cells, plasmablasts, memory/effector and regulatory T cell subsets, and directs their homing to the colon to regulate colitis (22–25). In particular, GPR15 mediates dendritic epidermal T-cell recruitment (5, 6, 26). Specifically, dendritic epidermal T-cell precursors from GPR15-deficient mice failed to migrate in response to GPR15L (6). However, the role of GPR15L–GPR15 interaction in skin inflammation remains controversial. Transgenic overexpression of GPR15L seems to confer significant protection in the murine imiquimod-induced psoriatic dermatitis model (5), which is blunted by local depletion of GPR15L (27). Nevertheless, GPR15 deficiency does not alter the course of disease in an imiquimod-induced or IL-23-induced psoriatic dermatitis model (28). These results suggested more intrinsic functions of GPR15L beyond its antimicrobial activity or GPR15-mediated chemotactic activity in the skin.

Here we report that GPR15L plays a primary role in the innate response of keratinocytes and barrier formation in the skin. GPR15L expression is promptly induced during keratinocyte differentiation while it was impaired by GPR15L treatment in vitro. In addition, GPR15L depletion leads to defective lipopolysaccharide (LPS)-induced transcriptional response of keratinocytes in vitro and blunted skin inflammation by imiquimod treatment in vivo. Furthermore, a drastic increase in GPR15L expression levels is found in a wide variety of skin inflammation regardless of the type of immune response, suggesting a fundamental role for GPR15L in the immunological and structural barrier of the epidermis.

Materials and Methods

Animals

Eight- to 12-week-old female mice were used in this study. All animals used were of the C57BL/6 genetic background. 2610528A11Rik-/- mice have been previously generated in a mouse knockout library for secreted and transmembrane proteins (7). Heterozygous littermates were used as wild-type controls unless otherwise indicated.

Skin Inflammation Models

For DNFB-induced contact hypersensitivity, mice were sensitized to shaved abdominal skin with 25 μL 0.5% (w/v) DNFB in acetone/olive oil (4:1). Five days after sensitization, the ears were challenged with an application of 20 μL 0.3% DNFB. For the papain occlusive dressing technique, 100 μg of papain (Calbiochem, San Diego, CA, USA) diluted in 10 μL PBS was applied to the shaved and tape-stripped dorsal skin and fixed. Each mouse had a total of three 4-day exposures to the patch, separated by 3-day intervals. Mice were euthanized at the end of the third cycle of sensitization. For the imiquimod-induced psoriasis model, a daily dose of 10 mg of imiquimod-containing cream, Aldara (Beselna Cream 5%, Mochida Pharmaceuticals, Tokyo, Japan), was applied to the mouse ear for 2–6 consecutive days. For irritant contact dermatitis, mice were anesthetized with diethyl ether, and 20 μL of 1% (v/v) croton oil in acetone was applied to the ear skin. All animals were maintained under specific pathogen-free conditions at the Institute of Laboratory Animals at Kyoto University Graduate School of Medicine. The sample sizes were determined based on previous studies (4, 29). The sample size reflects the number of independent biological replicates for each experiment and is provided in the figure legend.

Human Specimens

We obtained biopsy specimens of skin lesions from patients with atopic dermatitis or psoriasis at Kyoto University Hospital.

Histological Analyses

Skin tissues were fixed in 10% formalin in PBS and then embedded in paraffin. Sections of 5 μm thickness were prepared and stained with hematoxylin and eosin (H&E). For immunohistochemistry, formalin-fixed, paraffin-embedded tissue samples were processed for immunohistochemistry using the following primary antibodies: anti-C10orf99 antibody (1:500, ab151109, Abcam, Cambridge, UK), anti-filaggrin antibody (1:250, sc-66192, Santa Cruz Biotechnology Inc., Dallas, TX, USA), and anti-loricrin antibody (1:1,000, RPB-145P, Covance, Princeton, NJ, USA). Sections were deparaffinized and processed for antigen retrieval by incubating in 10 mM sodium citrate buffer (pH 6.0) at 95–100°C for 10 min. Tissue samples were incubated overnight with primary antibodies at 4˚C. The sections were incubated with the biotinylated secondary antibody and with streptavidin-HRP (VECTASTAIN^® Elite^® ABC Kit Peroxidase (HRP) PK-6100, Vector Laboratories, Burlingame, CA), and developed with DAB reagents (Vector^® DAB, Vector Laboratories), following the manufacturer’s instructions.

Quantitative PCR

Total RNA was isolated using TRIzol (Invitrogen, Waltham, MA, USA) or RNeasy kits (Qiagen, Hilden, Germany) according to the manufacturer’s protocol. Complementary DNA was reverse-transcribed using the Prime Script RT reagent kit (Takara Bio, Kusatsu, Japan). Quantitative RT-PCR was performed as previously described (4). All the primers were obtained from Greiner Bio-One Co., Tokyo, Japan. Primer sequences are listed in Table S1 in the Supplementary Material .

Cell Culture

Mouse primary keratinocytes were isolated from newborn mice, cultured in a low-calcium medium (0.05 mM Ca²⁺), and induced to differentiate by raising calcium to 1.3 mM, as described previously (30). For cell-stimulation experiments, cells were serum-starved for 24 h before stimulation. The culture was maintained at 32°C in a humidified chamber containing 5% CO₂. NHEKs (Kurabo, Osaka, Japan) were inoculated at a concentration of 2,500 cells/cm² in culture medium, HuMedia-KG2 (Kurabo) supplemented with insulin (10 μg/mL), human epidermal growth factor (0.1 ng/mL), hydrocortisone (0.5 μg/mL), bovine pituitary extract (0.4% v/v), gentamicin (50 μg/mL), and amphotericin B (50 ng/mL). The culture was maintained at 37°C in a humidified chamber containing 5% CO₂. For the 3D-cultured human epidermis, we used the LabCyte EPI-MODEL 24, 6-day culture kit, as a model for the developing human epidermis (Japan Tissue Engineering Co., Ltd., Gamagori, Japan).

Peptides

GPR15L synthetic peptides (mouse, 54 AA; human full-length, 57 AA; and human ∆C, 47 AA) were obtained from Zhejiang Ontores Biotechnologies Co., Ltd., Hangzhou, Zhejiang Province, China. The peptides were dissolved in PBS at the indicated concentrations. For animal treatment, peptide solution or PBS were subcutaneously injected into both ears of each mouse using a 30-gauge needle every other day for ten days.

Transfection Analysis

The human C10orf99 expression vector was generated by inserting a C10orf99 open reading frame (NM_207373) into the multiple cloning sites of pIRES-EGFP (Clontech Laboratories, Mountain View, CA, USA). According to the manufacturer’s instructions, the human C10orf99 expression vector (or the mock vector) was transfected using Lipofectamine 3000 (Thermo Fisher Scientific, Waltham, MA). The cells were harvested for quantitative RT-PCR analyses before and after 2-day culture.

RNA-Seq Library Preparation

Total RNA was extracted from primary cultured normal human epidermal keratinocytes (NHEK) following the double extraction protocol: RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction (TRIzol, Thermo Fisher Scientific, Waltham, MA, USA) followed by a Qiagen RNeasy Micro clean-up procedure (Qiagen, Hilden, Germany). RNA was analyzed on Agilent Bioanalyser for quality assessment with RNA Integrity Number (RIN) range from 9.6 to 9.8 and median of RIN 9.8. cDNA libraries were prepared using 2 ng of total RNA using the SMARTSeq v2 protocol (31) with the following modifications: 1. Addition of 20 µM TSO; 2. Use of 200 pg cDNA with 1/5 reaction of Illumina Nextera XT kit (Illumina, San Diego, CA, USA). The length distribution of the cDNA libraries was monitored using a DNA High Sensitivity Reagent Kit on the Perkin Elmer Labchip (Perkin Elmer, Waltham, MA, USA). All samples were subjected to an indexed paired-end sequencing run of 2x151 cycles on an Illumina HiSeq 4000 system (Illumina) (31 samples/lane).

Transcriptome Analyses

The 2 × 151 bp paired-end reads from Illumina sequencing were quality checked using fastqc (http://www.bioinformatics.bbsrc.ac.uk/projects/fastqc) and after quality checks mapped to the GRCh38 human genome assembly using the STAR alignment tool (32). Reads mapped to genes were counted in each sample using featureCounts (33), where the reference gene annotations were obtained from GENCODE v26 (34). Gene counts were loaded into the R/Bioconductor package edgeR (35) for differential gene expression analysis. Gene counts were normalized across samples using the trimmed mean of M-values (TMM) method. Genes with expression lower than one count per million in all samples were excluded from the analysis. A negative binomial generalized linear model was fitted to the data. The estimateDisp function was used to estimate the common, trended, and tagwise dispersion terms. The glmFit and glmLRT functions were used to fit a negative binomial generalized log-linear model to the read counts for each gene and conduct a genewise statistical test of the difference in mean expression between sample groups. Differentially expressed genes were selected based on a false discovery rate (Benjamini-Hochberg multiple testing corrected p-value) of < 0.05. RNA-seq data were deposited in the Gene Expression Omnibus (GEO) database; accession number GSE189751.

Gene ontology analysis was performed based on the database for annotation, visualization, and integrated discovery (DAVID) (36) and Enrichr (37).

Parametric enrichment analysis based on the KEGG functional hierarchy (38) was performed using the GAGE algorithm (39). Briefly, we compared the average gene expression of the target genes of a TF against that of the whole gene. A weighted t-test procedure was used in the parametric gene set enrichment analysis to weigh the target genes with high-frequency binding. The binding frequency of TFs to their target genes was assessed based on a number of high-throughput chromatin immunoprecipitation (ChIP) experiments obtained from the Gene Expression Omnibus database (GEO, www.ncbi.nlm.nih.gov/geo/). A weighted t-statistic was used as the enrichment score. The p values calculated by GAGE were then corrected for multiple testing using the Benjamini-Hochberg procedure. FuncTree was used to visualize enrichment results (40). Transcription factor enrichment analysis based on numerous ChIP-seq data was performed as previously described (41).

Statistical Analysis

Unless otherwise indicated, data are presented as the mean ± standard deviation. A two-tailed Student’s t-test or an analysis of covariance (ANCOVA) was performed to assess statistical significance. Statistical significance was set at P < 0.05 and is indicated in the figures.

Results

Lesional Skin From Several Immune Types of Dermatitis Commonly Expresses GPR15L in Mice and Humans

The results of our previous transcriptomic profiling by microarrays on biopsy specimens from four animal models of atopic dermatitis (NC/Nga, flaky tail, Flg-mutated, and ovalbumin-challenged mice) revealed that 2610528A11Rik encoding GPR15L is one of four genes, whose expression levels were increased in all the models (19).

We next wonder whether the induction of GPR15L expression in the lesional skin is widely shared in mice with several inflammatory skin conditions with different immune types. We analyzed the gene expression levels of 2610528A11Rik in the lesional skin of mice with croton oil-induced irritant dermatitis (a model for T cell-independent innate response) (42), DNFB-induced contact hypersensitivity (a model for allergic contact dermatitis; type 1 immunity) (43), papain-induced dermatitis (a model for atopic dermatitis; type 2 immunity) (44), and imiquimod-induced dermatitis (a model for psoriasis; type 17 immunity) (45). We found that gene expression levels of 2610528A11Rik were more than 100 times higher in lesional skin with croton oil-induced irritant contact dermatitis than in healthy skin ( Figure 1A ). The higher expression levels of GPR15L in the lesional skin were common to all the other dermatitis models ( Figure 1A ).

Figure 1.

GPR15L expression in the skin with several types of inflammation in mice and humans. (A) Quantitative RT-PCR analysis of GPR15L mRNA levels in the lesional skin of mice with helper T lymphocyte-independent irritant dermatitis and with three immune types of skin inflammation. Results were normalized to glyceraldehyde-3-phosphate dehydrogenase (Gapdh) expression (error bars, SD; n ≥ 5 per group). (B) GPR15L protein expression in healthy human skin and lesional skin from patients with atopic dermatitis or psoriasis. Representative results from the three or more cases are shown. Upper panels, low power (a scale bar, 200 µm); Lower panels, high power (a scale bar, 20 µm).

Next, we evaluated the protein expression levels of GPR15L in the lesional skin of humans with representative inflammatory skin diseases, including atopic dermatitis and psoriasis, since the increase in gene expression levels of GPR15L in the lesional skin has been demonstrated in multiple transcriptomic studies in both diseases (10–14, 16–19). As expected, immunohistochemistry revealed much higher expression levels of GPR15L protein in the lesional skin of patients with atopic dermatitis or psoriasis than in healthy skin ( Figure 1B ). Specifically, the induction of GPR15L is mainly localized in the epidermis. In addition, its expression levels were higher in the suprabasal cells (especially in the upper layer) than in the basal cells of the epidermis and higher on the upper side than on the lower side of each epidermal keratinocyte ( Figure 1B ). These patterns were similar to the expression of human β-defensin 2, a microbial peptide remarkably induced in the epidermis of patients with psoriasis (46) though the intracellular expression patterns of GPR15L in the epidermis were unclear in a previous study (27). Regardless of immune cell infiltration, there was incontinence of GPR15L into the extracellular spaces of the papillary dermis of the lesional skin from some patients with psoriasis ( Figure S1B ).

These results suggest that GPR15L is a highly inducible molecule in epidermal keratinocytes in response to skin inflammation, regardless of the immune type of inflammation.

High Calcium-Induced Differentiation Triggers GPR15L Expression in Mouse Primary Keratinocytes

The mechanism of GPR15L gene expression induction has not yet been fully elucidated. In newborn mice, GPR15L was mainly expressed in the epidermis ( Figure S1A ). Therefore, we first evaluated the nature of GPR15L gene expression in mouse keratinocytes during calcium-induced differentiation in vitro. Switching experimentally from low to high calcium induces phosphoinositide-dependent kinase 1 (PDK1)-dependent cell differentiation in keratinocytes (30). Quantitative RT-PCR showed that GPR15L gene expression as well as gene expression of Krt10 (encoding keratin 10), a suprabasal cell marker, and Ivl (involucrin), Flg (filaggrin), and Lor (loricrin), late differentiation markers, was induced by high calcium levels in primary cultured mouse keratinocytes ( Figure 2A ). These results suggest that GPR15L expression is triggered by keratinocyte differentiation during the basal-to-suprabasal switch or a late differentiation phase mediating barrier formation in the epidermis.

Figure 2.

GPR15L expression in keratinocytes and GPR15L-mediated control for epidermal differentiation. (A) Quantitative RT-PCR analysis of mRNA levels of keratinocyte differentiation markers and GPR15L in mouse primary cultured keratinocytes during Ca²⁺-induced differentiation. Results were normalized to Gapdh expression (error bars, SD; n = 3 per group). (B) Quantitative RT-PCR analysis of mRNA levels of keratinocyte differentiation markers in primary cultured keratinocytes from wild-type or GPR15L-null mice on day three of Ca²⁺-induced differentiation. Results were normalized to Gapdh expression and indicated as expression levels relative to those of the wild-type (error bars, SD; n ≥8 per group). (C) Quantitative RT-PCR analysis of mRNA levels of keratinocyte differentiation markers in 3D-cultured human epidermis treated with GPR15L during development in vitro. Results were normalized to GAPDH expression (error bars, SD; n = 3 per group). (D) Protein expression levels of keratinocyte differentiation markers in 3D-cultured human epidermis treated with or without 10 µM GPR15L during development in vitro. Representative results from triplicates are shown (a scale bar, 100 µm). (E) Thickness of the filaggrin-positive and loricrin-positive layers in the 3D-cultured human epidermis treated with or without GPR15L during development in vitro. Thickness of filaggrin or loricrin-positive layers of three sections from each of the triplicates were measured at three or more sites (error bars, SD; n ≥ 30 per group). (F) Quantitative RT-PCR analysis of GPR15L mRNA levels in mouse primary cultured keratinocytes with indicated stimulations. Results were normalized to Gapdh expression (error bars, SD; n = 3 per group).

GPR15L Treatment In Vitro Attenuates Late Keratinocyte Differentiation

Gene expression levels of keratinocyte differentiation markers in newborn epidermis were comparable between wild-type and 2610528A11Rik deficient mice ( Figure S2A ). To investigate the relationship between GPR15L expression and keratinocyte differentiation, we evaluated the calcium-induced differentiation of GPR15L-deficient keratinocytes. On day three of the high-calcium culture conditions, the gene expression levels of Krt10, Ivl, Flg, and Lor were comparable between GPR15L-deficient keratinocytes and wild-type keratinocytes ( Figure 2B ), although only a few specimens revealed higher levels of Flg, and Lor, late differentiation markers for keratinocytes, in GPR15L-deficient keratinocytes.

To further analyze the relationship between GPR15L and barrier formation of the epidermis, we treated 3D-cultured normal human epidermal keratinocytes with GPR15L synthetic peptides during their stratification in vitro. GPR15L treatment downregulated the gene expression levels of filaggrin and loricrin in a dose-dependent manner ( Figure 2C ). Consistently, immunohistochemistry of the 3D-cultured epidermis showed that protein expression levels of filaggrin and loricrin were lower in the GPR15L-treated group than in the non-treated group ( Figure 2D ). In addition, thickness of the filaggrin-positive layers in the 3D-culturted epidermis were less in the GPR15L-treated group in a dose-dependent manner ( Figure 2E ). Thickness of the loricrin-positive layers were also less in the GPR15L-treated group in both 1 µM and 10 µM concentrations than in the non-treated group ( Figure 2E ).

These results suggest that GPR15L negatively regulates the late differentiation of keratinocytes and barrier formation of the epidermis. In contrast, defective GPR15L does not affect normal keratinocyte differentiation.

Next, we tested several stimulations or cellular stresses to induce GPR15L gene expression in keratinocytes. We stimulated mouse primary cultured keratinocytes with NF-κB activators, phorbol 12-myristate 13-acetate (PMA), interleukin (IL)-1β, interferon (IFN)-γ, or lipopolysaccharide (LPS) because the 2610528A11Rik gene has several κB sites in the promoter region and the first intron. All these stimuli induced IL-1β transcription in mouse primary cultured keratinocytes by 4 hours ( Figure S2B ). We found that the up-regulation of GPR15L gene expression in mouse keratinocytes was detectable in 1 hour and enhanced by 4 hours after stimulation with IFN-γ in vitro ( Figure 2F ). In contrast, the other stimuli or stress conditions failed to induce GPR15L expression ( Figure 2F ). These results suggest that GPR15L expression in keratinocytes is induced during cell-intrinsic differentiation and is augmented by a certain external inflammatory mediator, such as IFN-γ.

GPR15L Gene Transfection Induces Inflammatory Gene Expression and Reduces Barrier Gene Expression in Normal Human Epidermal Keratinocytes

The inducible responses of keratinocytes against external dangers and stresses have been demonstrated to play a critical role in triggering and propagating different types of skin inflammation (4, 47). To evaluate the role of GPR15L in the proinflammatory response of keratinocytes, we transfected NHEKs with GPR15L-expressing plasmids or empty plasmids. We found that the gene expression levels of representative proinflammatory mediators, such as IL-1β, IL-6, chemokine C-X-C motif ligand 1 (CXCL1), thymic stromal lymphopoietin (TSLP), and β-defensin 4, from keratinocytes after the overnight transfection were higher in GPR15L-expressing NHEKs than in empty plasmid-transfected NHEKs ( Figure 3A ).

Figure 3.

Gene expression profiles in normal human epidermal keratinocytes (NHEKs) transfected with C10orf99. (A) Quantitative RT-PCR analysis of mRNA levels in untreated NHEKs transfected with empty vector or with C10orf99. The results were normalized to GAPDH expression levels (error bars, SD; n = 3). (B) Volcano plots of the relative differences in gene expression levels using the differentially expressed genes (DEGs) in NHEKs transfected with empty vector or C10orf99 and analyzed by RNA-seq analysis. Each point represents a unique gene, and the size of a point is proportional to the average absolute expression level of the gene (log2 CPM) over all samples. (C) Parametric enrichment analysis of the DEGs. The analysis was based on the KEGG functional hierarchy. (D) Transcription factor (TF) enrichment analysis of DEGs. The analysis was based on ChIP-seq data. The TFs were divided into four groups based on their changes in the enrichment t scores.

To further characterize the GPR15L-induced transcriptional response of keratinocytes, we performed RNA-Seq analyses on keratinocytes. The quality of transcriptomes from untreated NHEKs, empty vector-transfected NHEKs, or C10orf99-transfected NHEKs (n = 3) was validated by sample clustering analyses ( Figure S3 ). We detected 2,186-differentially expressed genes (DEGs) between the C10orf99-transfected NHEKs and empty plasmid-transfected NHEKs ( Figure 3B and Table S2 ). The results of database for annotation, visualization, and integrated discovery (DAVID) and Enrichr gene ontology analyses suggested the highest relation of C10orf99 to “lipid/cholesterol biosynthesis, followed by “cadherin/cell adhesion,” and “mitochondrion” ( Table S3 ).

The up-regulated DEGs in the GPR15L-expressing NHEKs included a set of genes related to skin inflammation: CSF1 (encoding M-CSF, macrophage colony-stimulating factor), IL24 (IL-24), SOCS3, IL6 (IL-6), MAP3K11, CSF2 (GM-CSF, granulocyte-macrophage colony-stimulating factor), IL20 (IL-20), RELB, IL7R (a receptor for IL-7) and TSLP (thymic stromal lymphopoietin), PTGER4 (prostaglandin E2 receptor EP4), CIITA, and SEMA3E ( Table 1 ). In addition, genes encoding mitochondrial proteins, such as MARC1, PREP, and COQ2, were highly up-regulated ( Table 1 ). Of note, some genes whose known functions have not been investigated in keratinocytes are listed in Table 1 ; for example, MAFF, a transcriptional cofactor for keratinocyte differentiation (48), was recently reported as a central regulator of atherosclerosis connecting inflammation and cholesterol metabolism (49). LINC00702, a long-noncoding RNA, regulates PTEN via miR-510, suppresses proliferation and invasion in non-small cell lung cancer (50), and activates the Wnt/β-catenin pathway during meningioma progression (51).

Table 1.

Thirty representative DEGs up-regulated in the GPR15L-transfected NHEKs.

Symbol	Fold*	logCPM	LR	P-Value	FDR	Protein	Category**
C10orf99	326.97	6.66	588.23	6.09E-130	9.83E-126	chromosome 10 open reading frame 99	–
CTGF	32.95	6.05	103.23	2.99E-24	6.03E-21	connective tissue growth factor	KC differentiation
DUSP1	28.95	4.95	66.37	3.74E-16	1.89E-13	dual specificity phosphatase 1	Inflammation
SDF4	20.12	4.77	49.91	1.61E-12	3.42E-10	stromal cell derived factor 4	KC differentiation
INA	15.79	2.03	34.66	3.92E-09	3.42E-07	internexin neuronal intermediate filament protein alpha	Others
MAFF	14.77	4.32	99.02	2.50E-23	4.03E-20	MAF bZIP transcription factor F	Others
MARC1	11.77	2.00	58.63	1.91E-14	6.28E-12	mitochondrial amidoxime reducing component 1	Mitochondria
LINC00702	8.74	2.30	25.52	4.38E-07	2.18E-05	(long intergenic non-protein coding RNA 702)	Others
CSF1	7.39	2.51	62.13	3.21E-15	1.20E-12	colony stimulating factor 1	Inflammation
PREP	6.56	6.18	69.31	8.40E-17	4.52E-14	prolyl endopeptidase	Mitochondria
COQ2	6.10	4.35	20.57	5.74E-06	1.83E-04	coenzyme Q2, polyprenyltransferase	Mitochondria
BTG1	5.95	5.18	64.32	1.06E-15	4.87E-13	BTG anti-proliferation factor 1	Others
IL24	4.61	5.59	126.04	3.02E-29	1.62E-25	interleukin 24	Inflammation
MMP3	4.50	2.67	56.37	6.02E-14	1.77E-11	matrix metallopeptidase 3	KC differentiation
CAPN8	4.34	2.48	49.60	1.89E-12	3.96E-10	calpain 8	Inflammation
TRAF4	4.24	4.90	87.18	9.90E-21	8.87E-18	TNF receptor associated factor 4	Inflammation
SOCS3	3.18	2.18	18.18	2.01E-05	5.26E-04	suppressor of cytokine signaling 3	Inflammation
IL6	3.05	2.08	27.16	1.87E-07	1.02E-05	interleukin 6	Inflammation
NGF	3.04	2.02	12.49	4.10E-04	6.04E-03	nerve growth factor	Others
MAP3K11	3.00	3.59	12.42	4.24E-04	6.17E-03	mitogen-activated protein kinase kinase kinase 11	Inflammation
CSF2	2.84	2.22	21.38	3.77E-06	1.30E-04	colony stimulating factor 2	Inflammation
IL20	2.81	2.47	26.15	3.16E-07	1.63E-05	interleukin 20	Inflammation
TXNRD3	2.67	3.24	32.90	9.70E-09	7.83E-07	thioredoxin reductase 3	Inflammation
RELB	2.60	2.45	18.18	2.01E-05	5.26E-04	RELB proto-oncogene, NF-kB subunit	Inflammation
IL7R	2.50	3.54	20.23	6.87E-06	2.12E-04	interleukin 7 receptor	Inflammation
MAP2K5	2.26	3.81	18.06	2.14E-05	5.49E-04	mitogen-activated protein kinase kinase 5	Inflammation
PTGER4	2.24	3.84	12.79	3.49E-04	5.32E-03	prostaglandin E receptor 4	Inflammation
CIITA	2.22	2.13	11.18	8.26E-04	1.05E-02	class II major histocompatibility complex transactivator	Inflammation
SEMA3E	2.15	3.03	13.26	2.70E-04	4.40E-03	semaphorin 3E	Inflammation
JUN	2.14	7.61	28.73	8.34E-08	4.98E-06	proto-oncogene c-Jun	Inflammation

*Shading with orange ≥ 10, light orange ≥ 3. **Colored according to the category.

The down-regulated DEGs in the GPR15L-expressing NHEKs included a set of genes related to keratinocyte differentiation and cell adhesion: CASP14 (coding caspase 14), LY6D, DSG1 (desmoglein 1), IVL (involucrin), and DSC1 (desmocollin 1) ( Table 2 ). A series of psoriasis-related genes, such as S100A8, S100A9, KRT6A (keratin 6A), KRT6B, KRT6C, KRT16, and MMP9 (metalloproteinase 9), were also down-regulated ( Table 2 ). In particular, several genes related to barrier formation of the stratum corneum, such as TGM1 (transglutaminase 1), SERPINB3 (serpin family B member 3), and SPINK5 (LEKTI, lympho-epithelial Kazal-type-related inhibitor), were down-regulated ( Table 2 ). In addition, a set of genes related to cholesterol and lipid metabolism, such as HSD3B7, PLA2G4E, SULT2B1, and ALOX15B, were down-regulated ( Table 2 ). Of note, a set of genes related to antiviral response, such as RAB7B (Ras-related protein Rab-7b), IFIT3 (interferon-induced protein with tetratricopeptide repeats 3), IFIT2, and IFIT1, were included in the down-regulated DEGs ( Table 2 ).

Table 2.

Thirty representative DEGs down-regulated in the GPR15L-transfected NHEKs.

Symbol	Fold*	logCPM	LR	PValue	FDR	Protein	Category**
CASP14	0.22	4.20	45.11	1.87E-11	3.11E-09	caspase 14	KC differentiation
RAB7B	0.22	4.60	49.23	2.28E-12	4.62E-10	RAB7B, member RAS oncogene family	Inflammation
CDHR1	0.23	2.25	23.19	1.47E-06	6.04E-05	cadherin related family member 1	KC differentiation
S100A8	0.27	3.11	55.50	9.34E-14	2.47E-11	S100 calcium binding protein A8	Inflammation
LY6D	0.27	3.80	32.86	9.91E-09	7.96E-07	lymphocyte antigen 6 family member D	KC differentiation
IFIT3	0.28	8.40	102.78	3.75E-24	6.72E-21	interferon induced protein with tetratricopeptide repeats 3	Inflammation
S100A9	0.32	4.64	63.63	1.50E-15	6.55E-13	S100 calcium binding protein A9	Inflammation
KRT6B	0.35	10.66	108.92	1.69E-25	4.54E-22	keratin 6B	KC differentiation
HSD3B7	0.35	2.61	19.35	1.09E-05	3.08E-04	3 beta-hydroxysteroid dehydrogenase type 7	Lipid
TGM1	0.35	7.07	57.17	3.99E-14	1.24E-11	transglutaminase 1	KC differentiation
PLA2G4E	0.35	2.31	16.76	4.25E-05	9.90E-04	phospholipase A2 group IVE	Lipid
TAF9B	0.36	4.62	46.18	1.08E-11	1.87E-09	TATA-box binding protein associated factor 9b	Others
SPRR1B	0.36	5.99	42.34	7.67E-11	1.10E-08	small proline rich protein 1B	KC differentiation
SERPINB3	0.36	3.97	33.52	7.07E-09	5.91E-07	serpin family B member 3	KC differentiation
GJB6	0.37	3.86	36.88	1.25E-09	1.37E-07	gap junction protein beta 6	KC differentiation
GJB2	0.37	8.41	72.54	1.64E-17	1.20E-14	gap junction protein beta 2	KC differentiation
MMP9	0.38	3.22	23.99	9.68E-07	4.28E-05	matrix metallopeptidase 9	KC differentiation
IFIT2	0.39	7.64	27.60	1.49E-07	8.21E-06	interferon induced protein with tetratricopeptide repeats 2	Inflammation
SULT2B1	0.39	4.22	20.39	6.31E-06	1.97E-04	sulfotransferase family 2B member 1	Lipid
ALOX15B	0.41	5.78	47.39	5.81E-12	1.07E-09	arachidonate 15-lipoxygenase, type B	Lipid
DSG1	0.41	3.11	18.15	2.04E-05	5.30E-04	desmoglein 1	KC differentiation
A2ML1	0.42	6.29	48.60	3.14E-12	6.02E-10	alpha-2-macroglobulin like 1	KC differentiation
IVL	0.42	4.26	25.99	3.42E-07	1.75E-05	involucrin	KC differentiation
KRT6C	0.42	9.59	69.90	6.25E-17	3.47E-14	keratin 6C	KC differentiation
IFIT1	0.43	8.59	31.23	2.29E-08	1.64E-06	interferon induced protein with tetratricopeptide repeats 1	Inflammation
KRT16	0.43	9.75	50.04	1.51E-12	3.25E-10	keratin 16	KC differentiation
KRT6A	0.46	13.58	72.19	1.96E-17	1.35E-14	keratin 6A	KC differentiation
SPINK5	0.49	2.76	12.17	4.87E-04	6.86E-03	serine peptidase inhibitor, Kazal type 5	KC differentiation
KRT15	0.50	6.94	29.06	7.00E-08	4.26E-06	keratin 15	KC differentiation
DSC1	0.50	2.28	8.30	3.97E-03	3.39E-02	desmocollin 1	KC differentiation

*Shading with blue ≤ 0.3, light blue ≤ 0.4. ** Colored according to the category.

These results suggest that GPR15L induces inflammatory gene expression and reduces barrier gene expression in epidermal keratinocytes.

Pathway Analysis: GPR15L Induces Signal Transduction and Reduces Energy and Lipid Metabolism in Keratinocytes

To characterize the impact of GPR15L in keratinocytes more comprehensively, we performed Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and transcription factor enrichment analysis of the RNA-Seq data. We compared the results of C10orf99-transfected NHEKs to those of the empty vector-transfected NHEKs unless otherwise indicated because lipofection induced an inflammatory response, which was not found in untreated NHEKs, in both groups.

The results of KEGG pathway analysis revealed that genes related to “Signal transduction” and “Signaling molecules and interaction,” especially “Mitogen-activated protein kinase (MAPK) signaling pathway,” were up-regulated by the expression of GPR15L in NHEKs ( Figure 3C , and Table S4 ). On the other hand, down-regulation of genes related to “Energy metabolism,” “Lipid metabolism,” and “Translation” was considered to be a unique change in GPR15L-transfected NHEKs ( Figure 3C , and Table S4 ). At the same time, the relation to ribosome might not correspond to the gene function in this analysis.

TF Enrichment Analysis: GPR15L Enhances Stress-Inducible Transcription

The results of transcription factor (TF) enrichment analysis indicated average changes in the expression levels of their target genes. We detected 40 TFs that showed significant changes in the TF enrichment t scores in untreated and C10orf99-transfected NHEKs, and empty vector vs. C10orf99-transfected NHEKs ( Figure 3D ).

They were divided into four groups based on their changes in the TF enrichment t scores among each condition: Group 1, down in untreated, up in empty vector, and more up in C10orf99; Group 2, down in untreated, up in empty vector, and less up in C10orf99; Group 3, comparable or less in untreated and empty vector, and up in C10orf99; and Group 4, up in untreated and down in C10orf99 ( Figure 3D ).

In Group 1, there were a set of ubiquitous stress-inducible TFs, such as EP300 (coding p300), SMAD3, ARNT (aryl hydrocarbon receptor nuclear translocator), JUND, FOS, and HSF1 (heat shock transcription factor 1) ( Figure 3D ). TF p300 is an acetyl-transferase with chromatin binding and subsequent histone acetylation as key functions for the transcriptional activation of stress-inducible genes (52). In addition, P53, a tumor suppressor that induces growth arrest or apoptosis via chromatin remodeling, was also included in this group. These results indicate that genes that respond to these TFs are strictly regulated in untreated keratinocytes but are released from this regulation under stress conditions by lipofection and their expression is further enhanced by GPR15L expression.

In Group 2, STAT2 and IRF2 showed a strong increase in the empty vector group compared to the untreated group, despite a weak increase in the C10orf99-transfected group ( Figure 3D ). These results indicate that transcription of STAT2- and IRF2-target genes is from a group of lipofection-induced stress responses, which GPR15L negatively regulates. Both STAT2 and IRF2 are negative regulators of type I IFN signaling (53, 54). These results suggest that GPR15L inhibits the transcription of the stress-induced group 2-target genes by direct inhibition of type I IFN signaling or indirect inhibition by enhancing STAT2- or IRF2-mediated transcriptional regulation.

In Group 3, SMAD1, SMAD2, SMAD4, JARD2, and EZH2 indicate the GPR15L standalone role for their response genes regardless of lipofection-mediated changes ( Figure 3D ). In particular, JARD2 (JARID2, jumonji and AT-rich interaction domain containing 2) and EZH2 increased in the enrichment score in the C10orf99-transfected group despite decreasing the enrichment score in the empty vector group ( Figure 3D ). JARID2 and EZH2 are components of the polycomb complex 2 (PRC2), a negative regulator of gene transcription via chromatin remodeling and histone modification (55). These results suggest that GPR15L may be involved in SMAD-mediated transcription and PRC2-mediated transcriptional regulation, regardless of the stress conditions.

In Group 4, only one gene, SRBP1 (SREBP1, sterol regulatory element-binding protein 1), was included. SREBP1 is a key transcription factor that regulates the expression of genes involved in cholesterol biosynthesis and lipid homeostasis (56). Therefore, SREBP1 is expected to be a major downstream effector of GPR15L in the regulation of lipid metabolism.

Inflammatory Skin Response is Impaired by GPR15L Deficiency and Induced by GPR15L Treatment

We addressed whether GPR15L has a keratinocyte-intrinsic role in the induction of skin inflammation. We stimulated primary-cultured, wild-type mouse keratinocytes with LPS, which per se did not induce the GPR15L expression ( Figure 2F ). Stimulation of mouse primary keratinocytes with LPS triggered the transcription of pro-inflammatory mediators, such as IL-1β and IL-6 ( Figure 4A ). However, the expression levels of Il1b encoding IL-1β were lower in the GPR15L-deficient keratinocytes than in the wild-type keratinocytes after LPS stimulation ( Figure 4A ). In addition, the induction of Il6 transcription was almost completely defective in GPR15L-deficient keratinocytes ( Figure 4A ). These results suggest that GPR15L plays an essential role in the LPS-induced response of keratinocytes.

Figure 4.

GPR15L deficiency impairs inflammatory responses of keratinocytes and in the skin. (A) Quantitative RT-PCR analysis of mRNA levels in primary cultured keratinocytes from GPR15L-deficient (KO) mice or their +/+ littermates (wild-type) with or without LPS stimulation. Results were normalized to Gapdh expression (error bars, SD; n = 3). (B) Time course of changes in the ear thickness (n ≥ 5 per group) from wild-type or GPR15L-deficient (KO) mice treated daily with or without topical imiquimod for six consecutive days. The thickness was measured daily before treatment. Values are shown as means ± SD. The difference in two curves were evaluated by ANCOVA. Ccl20 and Defb4 mRNA levels in the lesional skin from wild-type or GPR15L-deficient (KO) mice treated daily with topical imiquimod for six consecutive days. RT-PCR results were normalized to Gapdh expression (error bars, SD; n ≥ 6 per group). We performed RT-PCR experiments with 6-month-old GPR15L deficient mice and wild-type C57BL/6 mice that were co-housed for 1 week before the experiments. The results were reproducible in the two experiments. (C) Changes in the ear thickness and Il1b mRNA levels analyzed by quantitative RT-PCR (n ≥ 5 per group) from mice intracutaneously treated with GPR15L lacking the C-terminus (∆C) or the full-length (54 AA) every other day for ten days. RT-PCR results were normalized to Gapdh expression (error bars, SD; n ≥ 5 per group). The differences in dose-dependent curves between two groups was evaluated by ANCOVA and the differences in each dose between two groups were evaluated by unpaired t-test.

Next, we tested whether GPR15L has a positive role in the induction of skin inflammation in an animal model of psoriasis because the role of GPR15L in psoriatic skin inflammation remains controversial (27, 28). The increased ear thickness in the psoriatic lesion was milder, and the expression levels of inflammatory genes, Ccl20 and Defb4, in the lesional skin were lower, in the GPR15L-deficient mice than in the wild-type mice ( Figure 4B ). These findings suggest that GPR15L contributes to the development of skin inflammation under a certain pathophysiological condition.

Finally, we tested whether the cutaneous administration of synthetic peptides of GPR15L can induce dermatitis in vivo. Subcutaneous injection of GPR15L in mouse ears every other day for ten consecutive days induced a significant increase in ear thickness ( Figure 4C ). However, administration of GPR15L lacking a C-terminal region, which is conserved across species, failed to induce skin inflammation ( Figure 4C ), although their dose-dependent increases in ear thickness were not statistically different. The dose-dependent increase in IL-1β gene expression levels in the GPR15L-treated skin was statistically significant ( Figure 4C ). These results suggest that GPR15L is involved in the proinflammatory response of keratinocytes and the development of inflammatory skin conditions.

Discussion

We propose a new role for GPR15L in the proinflammatory response and late differentiation of keratinocytes, beyond its previously reported role, such as a chemoattractant (5, 6, 26), and an antimicrobial peptide (8). Our results highlight a keratinocyte-intrinsic role for GPR15L. In NHEK or primary cultured mouse keratinocytes, GPR15L increased the gene expression levels of proinflammatory molecules and reduced the expression levels of barrier molecules. In contrast, GPR15L-deficient keratinocytes showed a defective response to LPS. Previous findings and our results indicate that GPR15L is a highly inducible peptide on a variety of skin inflammatory disorders. These results suggest that GPR15L has new roles in the protective response and barrier formation of the epidermis.

The findings of the new role of GPR15L prompted us to consider whether GPR15L drives these roles in keratinocytes in a GPR15-dependent or a GPR15-independent manner. It has been shown that expression of GPR15 is selective in T lymphocytes (22, 23) and detectable in macrophages, monocytes, and neutrophils (57). In contrast, we could not detect GPR15 gene expression by RT-qRCR and RNA-Seq analyses in NHEK and mouse primary cultured keratinocytes but detected it in skin tissues. We cannot rule out the possible involvement of the GPR15 pathway in keratinocytes in an autocrine manner. However, these findings suggest the GPR15-independent roles for GPR15L in keratinocytes.

Previous studies and our present study proposed possible GPR15-independent roles for GPR15L. It has been demonstrated that antibody-mediated skin inflammation is alleviated in GPR15-deficient mice (58) while imiquimod-induced psoriatic dermatitis is not blunted (28). However, treatment of GPR15L-siRNA reduced the skin inflammation in the imiquimod-induced psoriatic dermatitis model at the treated sites, and the treatment with lentiviral GPR15L overexpression increased the disease severity in this animal model (27). Consistently, we demonstrated that the development of imiquimod-induced psoriatic dermatitis was milder in GPR15L-deficient mice. In addition, the results of TF enrichment analysis in the present study suggested a broader role for GPR15L in keratinocyte transcriptional responses. It is unclear whether all these responses are driven by the known GPR15 pathway reducing cyclic AMP (cAMP) production via Gi/o-coupled (59). These findings suggest that GPR15L may contribute to skin inflammation and barrier regulation beyond the GPR15L–GPR15 axis.

Our results suggest that the induction of GPR15L is involved in the impaired barrier during skin inflammation. In contrast, it is not essential for the development and maintenance of steady states. Our in vitro study demonstrated the impaired expression of the barrier proteins by GPR15L. Still, we failed to reveal an increase in GPR15L-null keratinocytes. These findings are consistent with the normal skin development in GPR15L-deficient mice (5). However, the extremely lower expression levels of GPR15L in healthy skin compared to inflamed skin suggest that GPR15L expresses and governs its major functions under stressful conditions. Its activity is strictly controlled in healthy states.

The precise mechanism for the induction of GPR15L expression in keratinocytes during skin inflammation remains to be elucidated. We demonstrated that GPR15L is highly inducible during skin inflammation in both mice and humans, regardless of the immune type. Our in vitro results suggest that the IFN-γ pathway is a possible upstream inducer of GPR15L. Activation of the IFN-γ pathway triggers the transcription of a series of target genes through activation of the canonical NF-κB pathway (60). Consistently, there are several κB sites in the promoter region and the first intron of 2610528A11Rik. However, other stimuli that activate the canonical NF-κB pathway, such as LPS, failed to trigger GPR15L transcription in keratinocytes ( Figure 2F ). Other mechanisms or common triggers under stressful conditions may be involved in inducible GPR15L expression at the outermost surface of the body. Our findings also stimulate us to investigate the dynamics of GPR15L expression levels during pathological and protective conditions, such as superficial skin infections and wound healing.

The GPR15L–SREBP1 axis may be critical in the crosstalk between lipid metabolism and inflammation, the regulation of which has been proposed for a long time (61–63). We previously demonstrated that topical activation of cholesterol metabolism via the liver X receptor (LXR) alleviates imiquimod-induced psoriatic dermatitis. In contrast, LXR expression levels are decreased in the lesional skin and human psoriasis (64). LXR binds to the SREBP1c promoter and initiates SREBP1c transcription (65). In activated CD4⁺ T cells, the T cell receptor/CD28–mammalian target of rapamycin complex 1 (mTORC1) signaling axis controls fatty acid uptake and biosynthesis through the induction of PPARγ and the activation of SREBP1 (66). In the kidney, SREBP1 regulates transforming growth factor-β (TGF-β) activity via a positive feedback loop with the TGF-β–Smad3 pathway in mediating fibrosis (67). Therefore, it would be of great interest to know whether GPR15L addresses the LXR pathway and TGFβ–Smad3 via GPR15, unidentified receptors, or intracellularly.

There are a few limitations in the present study. First, our findings in vivo are not only explained by the new roles of GPR15L in keratinocytes found in the present study in vitro. Specifically, blunted imiquimod-induced dermatitis in GPR15L-deficient mice, or the GPR15L peptide injection-induced dermatitis, could in part be explained by the known role of GPR15L in the GPR15L–GPR15 axis and subsequent recruitment of dendritic epidermal T-cells (5, 6, 26), or in keratinocyte proliferation (27). Second, it remains unclear whether inflammation, or barrier disruption, triggers GPR15L expression in the epidermis in stressed situations in vivo, because it is very difficult to distinguish the effect of barrier disruption from subsequent inflammation (or vice versa). This issue is a shared research-associated conundrum in the field of skin barrier and protective response; and hence should be addressed with elegant and elaborate strategies in the future.

In conclusion, we found a new role for GPR15L, the product of a former orphan gene, in regulating proinflammatory response and late differentiation of keratinocytes. We propose that cellular stress, during the breakdown of skin homeostasis, triggers the expression of GPR15L, which contributes to the organization of the protective response and subsequent pathological conditions of the skin. Therefore, our findings suggest that GPR15L production is a key event in various types of skin inflammation and a potential therapeutic target.

Data Availability Statement

The datasets presented in this study can be found in online repositories. RNA-seq data were deposited in the Gene Expression Omnibus (GEO) database; accession number GSE189751.

Ethics Statement

All procedures for animal experiments were reviewed and approved by the Animal Research Committee, Graduate School of Medicine, Kyoto University (approval Med Kyo 20532) and performed according to the institutional guidelines. The study using human specimens was approved by the Graduate School of Medicine, Kyoto University (R0743). Written informed consent was obtained from all individuals.

Author Contributions

TD initiated and supervised the research, obtained funding, performed experiments, and wrote the manuscript. YN, HD, and RM performed the experiments. SatN, VN, RMT, and EK performed the transcriptome analyses. SaeN, TF, EG-Y, and TL predicted GPR15L gene properties. OD, PW, and BR provided methodological support. KK obtained funding and supervised the work. All authors contributed to the article and approved the submitted version.

Funding

This work was supported by JSPS KAKENHI, grant numbers JP18K08295, JP16K15548 (TD), JP20H05697, and JP15H05790 (KK), and the 8th Rohto Dermatology Prize 2015 (TD).

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fimmu.2022.825032/full#supplementary-material

Supplementary Table 1

Primer sequences used for the quantitative RT-PCR analyses.

Supplementary Table 2

DEGs between the C10orf99-transfected NHEKs and empty plasmid-transfected NHEKs (false discovery rate: FDR < 0.05).

Supplementary Table 3

The results of database for annotation, visualization, and integrated discovery (DAVID) and Enrichr gene ontology analyses.

Supplementary Table 4

The results of parametric enrichment analysis based on the KEGG functional hierarchy using the GAGE algorithm.

Supplementary Figure 1

(A) Quantitative RT-PCR analysis of GPR15L mRNA levels in the skin from newborn mice. Results were normalized to Gapdh expression (error bars, SD; n = 3 per group). (B) GPR15L protein expression in the upper dermis of lesional skin from a patient with psoriasis. Representative results from the five cases are shown (a scale bar, 20 µm).

Supplementary Figure 2

(A) Quantitative RT-PCR analysis of mRNA levels in the epidermis of newborn mice. Results were normalized to Gapdh expression (error bars, SD; n = 5 per group). (B) Quantitative RT-PCR analysis of IL-1β mRNA levels in mouse primary cultured keratinocytes with indicated stimulations. Results were normalized to Gapdh expression (error bars, SD; n = 3 per group).

Supplementary Figure 3

Sample clustering analyses of the RNA-Seq data. (A) Hierarchical clustering. (B) Multidimensional scaling analysis. (C) Principal component analysis (PCA).