Mol. Cells 2015; 38(9): 765-772
Published online August 21, 2015
https://doi.org/10.14348/molcells.2015.0062
© The Korean Society for Molecular and Cellular Biology
Correspondence to : *Correspondence: sjijeong@kiom.re.kr
Keywords atopic dermatitis, microarray, Nc/Nga mouse model, PI3Kca,
AD is a chronic skin disease involving skin barrier dysfunction and cutaneous inflammatory hypersensitivity, and has a strong genetic basis (Cookson, 2001). Various studies have indicated that AD has a complex etiology that involves the activation of multiple immunological and inflammatory mechanisms (Leung and Bieber, 2003; Novak et al., 2003). Currently, many researchers have been investigating target genes that can apply to treat AD using a various experiments (Choi et al., 2014; Choy et al., 2012; Lu et al., 2009; Zhang et al., 2014). Therefore, candidate for treating AD need to identify target molecule exerting its curative effects throughout a gene analysis.
Microarray analysis is a molecular technique that enables the parallel analysis of expression by a very large number of genes encompassing a significant fraction of the human genome. This method is both qualitative and quantitative because it can detect changes in the expression levels in treated cells based on comparisons with control samples (Kim et al., 2006; Wang et al., 2006; Yu et al., 2011). The use of microarray analysis may be helpful in the development of more advanced therapies for the treatment of AD using naturally derived products.
In the present study, we used microarray analysis to evaluate the systemic biological activities of
Biostir-AD?, which is an ointment that contains house dust mite (
The
Specific pathogen-free male Nc/Nga mice (eight weeks old) were purchased from Central Laboratory Animal Inc. (Korea). The animals were maintained in an air-conditioned room and maintained at 24 ± 2°C with 55 ± 15% humidity. The animals were housed one per cage and were allowed sterilized tap water and standard rodent chow (Samyang Feed Co, Korea) ad libitum. All experimental procedures were carried out in accordance with the NIH Guidelines for the Care and Use of Laboratory Animals and were approved by Korea Institute of Oriental Medicine Institutional Animal Care and Use Committee (Approval number: #12-047).
AD-like skin lesions were induced in 10-week-old male Nc/Nga mice using Biostir-AD, as described by the manufacturer (Lee et al., 2010). The animals were housed in conventional conditions. Briefly, the upper back was shaved, and 200 μl of 4% (w/v) sodium dodecyl sulfate was applied to the shaved dorsal skin and both surfaces of each ear to induce barrier disruption. Two hours after shaving, 50 mg of Biostir-AD was applied topically twice per week for six weeks. Prednisolone and
RNA was isolated from dorsal skin tissue using TRIzol reagent (Invitrogen, USA) using the following procedure. Initially, 1 ml of TRIzol reagent was added to cells grown in culture dishes. After 5 min at room temperature, 0.2 ml of chloroform was added for each sample of reagent, and the tubes were shaken vigorously by hand for 15 s and then incubated at room temperature for 3 min. Next, the mixture was centrifuged at 14,000 rpm for 15 min at 4°C, after which the resulting upper aqueous phase (400 μl) was transferred to a fresh tube into which 0.5 ml of 2-propanol was also added. After incubation for 10 min at 4°C, the mixture was centrifuged again at 14,000 rpm for 10 min at 4°C. After separation, the supernatant was removed, washed with 1 ml of 75% ethanol and centrifuged again at 10,000 rpm for 5 min at 4°C. The resulting RNA pellet was then dried briefly, and the purified RNA was dissolved in diethyl pyrocarbonate (DEPC)-distilled water. The RNA was cleaned up using the Rneasy Mini kit (Qiangen, Germany) in accordance with the manufacturer’s instructions. The quality and quantity of total RNA were measured with an ExperionTM system (Bio-Rad, USA).
Total RNA was amplified and purified using and Ambion Illumina RNA amplification kit (Ambion, USA) to yield biotinylated cRNA according to the manufacturer’s instructions. Briefly, 550 ng of total RNA was reverse-transcribed to cDNA using a T7 oligo (dT) primer. Second-strand cDNA was synthesized, transcribed
Illumina Mouse Ref-8 expression BeadChip (P/N BD-25-203, Illumina Inc., Ambion) arrays were used in this study. Seven hundred fifty nanograms of labeled cRNA samples were hybridized to each mouse Ref-8 expression bead array for 16?18 h at 58°C according to the manufacturer’s instructions. The array signal was detected using Amersham Fluorolink streptavidin- Cy3 (GE Healthcare Bio-Sciences, USA) following the bead array reader confocal scanner according to the manufacturer’s instructions. Array data export processing and analysis were performed using Illumina GenomeStudio v2009.2 (Gene Expression Module v1.5.4).
The BeadStudio (version 3.0) was used to evaluate the expression signals generated by the Illumina Mouse Ref-8 expression BeadChip array. Global scaling normalization was then performed, and the normalized data were log-transformed using base 2. Next, the fold change and Welch’s t-test were applied to select the differentially expressed genes (DEGs) using a fold change threshold of 2-fold and a
To verify the microarray results, real-time RT-PCR analysis was performed for selected genes using an Applied Biosystems 7300 Real-time PCR system and the SYBR green fluorescence quantification system (Applied Biosystems, USA) to quantify the amplicons. cDNA was synthesized using 100 ng of RNA in a reverse transcription reaction. The PCR conditions were 50 cycles of 95°C (30 s), 53°C (30 s), and a standard denaturation curve. The primer sequences are listed in the 5′ to 3′ orientation in Supplementary Table 1. The PCR conditions for each target were optimized according to the primer concentration, the absence of primer dimer formation, and the efficiency of amplification of both the target genes and the housekeeping control gene. PCR reactions mixture comprised 1 μl of cDNA and 9.5 μl of PCR master mix, which contained 2× SYBR Green, 10 pmole each of the forward and reverse primer, and 4.5 μl of DEPC-distilled water in a final volume of 15 μl. To normalize the cDNA content of the samples, we used the comparative threshold (CT) cycle method, which includes normalization of the number of target gene copies vs. the endogenous reference gene, β-actin. The CT is defined as the fractional cycle number at which the fluorescence generated by cleavage of the probe passes a fixed threshold baseline when amplification of the PCR products is first detected.
Human keratinocyte HaCaT cells were obtained from CLS Cell Lines Service GmbH (Eppelheim, Germany). The cells were cultured in Dulbecco’s modified Eagle’s medium (Gibco Inc., USA), supplemented with 10% heat-inactivated fetal bovine serum (Gibco Inc.), penicillin (100 U/ml), and streptomycin (100 μg/ml), in a 5% CO2 incubator at 37°C.
The data are expressed as the mean ± SEM. The data were analyzed by one-way analysis of variance and Dunnett’s multiple-comparisons test. Results with a
Gene expression profiles were significantly up or downregulated in the
To confirm the effects of
To examine the downregulatory effects of PI3Kca, and IL20Rβ in
Genome-wide association studies are a hypothesis-free way to discover disease-associated microarray (Barnes, 2010). This avoids the limitations of using candidate genes, while retaining the advantages of the case-control approach. Genome sequencing has identified large numbers of genetic variants that can be read on microarrays (Lindblad-Toh et al., 2005). This allows identification of microarrays that are expressed more frequently in affected individuals than in control subjects. The disease-associated microarray marker regions of the genome identified in this study may be involved in the pathogenesis of AD. In the present study, we used microarray analysis to elucidate the underlying biological effects in
Several researchers have demonstrated the role of cytokine-cytokine receptor interactions and JAK-STAT signaling in development of AD. TSLP, an interleukin 7-like cytokine, is known to trigger dendritic cell-mediated Th2 inflammatory responses and highly expresses in activated mast cells and skin lesion of AD, which is triggers allergic inflammation (Isaksen et al., 2002; Liu et al., 2006; Sebastian et al., 2008). KDR is a protein-coding gene that is also known as vascular endothelial growth factor receptor 2 (VEGFR-2), the gene that encodes the VEGFR. Activation of the VEGFR leads to activation of endothelial nitric oxide synthase, which also depends on the activation of KDR (Holmes et al., 2007). KDR significantly up-regulated by activated protein C (Tanimoto et al., 2002). CXCR3 is activated by the three IFN-γ-inducible chemokines of the CXC family: CXCL9, CXCL10, and CXCL11 (Lu et al., 1999). The three ligands for CXCR3 are responsible for the recruitment of immune cells at sites of infection and inflammation (Lasagni et al., 2003; Lu et al., 1999). By contrast, interferon alpha1 (INF-α1) has immunoregulatory functions in autoimmune inflammatory diseases and is an important component of the innate immune system in a number of autoimmune or inflammatory diseases including AD (Borden et al., 2007; Theofilopoulos et al., 2005). IL-13 is associated with multiple diseases such as asthma and allergy (Heinzmann et al., 2000). Two IL-13 receptors have been identified, IL-13Rα1 and IL-13Rv2. IL-13Rα2 has been implicated in allergy, bronchial asthma, atopy, and esophageal diseases (Heinzmann et al., 2000; Zuo et al., 2010). In addition, IL2Rβ is associated with a greater predisposition to type I diabetes, rheumatoid arthritis, and multiple sclerosis (Burchill et al., 2007). The association between the IL2Rβ genes and multiple autoimmune diseases suggests a common mechanism in their pathogenesis (Burchill et al., 2007; Matesanz et al., 2001). In this study, we found that
PI3K, the most important member of the PI3K complex, comprises a heterodimer with a p85 regulatory subunit and a p110 catalytic subunit (PI3Kca). PI3Kca is one of the most important downstream regulators of multiple receptor kinase families, which are involved in many fundamental cellular processes, including proliferation, cell survival, motility, and cell growth (Bader et al., 2005; Engelman et al., 2006). The importance of PI3K p110 in various functions of leukocytes such as B cells, T cells, NK cells, myeloid cells, macrophages, keratinocytes, and mast cells is well documented (Fung-Leung, 2011). Previous studies have demonstrated that blockade of p110 activity significantly inhibits allergic inflammation, which suggests an important role for PI3K p110 in allergy (Nashed et al., 2007). The IL-20 cytokine subunit, IL20Rβ is highly expressed in skin lesions (Sa et al., 2007) and induces STAT3 phosphorylation (Dumoutier et al., 2001). Previous studies have shown that STAT3 phosphorylation in epidermal keratinocytes is implicated in the development of psoriasis (Sano et al., 2005). In the present study, the effects of
Overall, our genomic analysis data demonstrate that
Mol. Cells 2015; 38(9): 765-772
Published online September 30, 2015 https://doi.org/10.14348/molcells.2015.0062
Copyright © The Korean Society for Molecular and Cellular Biology.
Hye-Sun Lim1,3, Hyekyung Ha1, Hyeun-Kyoo Shin1, and Soo-Jin Jeong2,4,*
1K-herb Research Center, Korea Institute of Oriental Medicine, Daejeon 305-811, Korea, 2Korean Medicine Convergence Research Division, Korea Institute of Oriental Medicine, Daejeon 305-811, Korea, 3Division of Allergy and Chronic Respiratory Diseases, Center for Biomedical Sciences, Korea National Institute of Health, Cheongju 361-951, Korea, 4Korea Medicine Life Science, University of Science & Technology, Daejeon 305-350, Korea
Correspondence to:*Correspondence: sjijeong@kiom.re.kr
Keywords: atopic dermatitis, microarray, Nc/Nga mouse model, PI3Kca,
AD is a chronic skin disease involving skin barrier dysfunction and cutaneous inflammatory hypersensitivity, and has a strong genetic basis (Cookson, 2001). Various studies have indicated that AD has a complex etiology that involves the activation of multiple immunological and inflammatory mechanisms (Leung and Bieber, 2003; Novak et al., 2003). Currently, many researchers have been investigating target genes that can apply to treat AD using a various experiments (Choi et al., 2014; Choy et al., 2012; Lu et al., 2009; Zhang et al., 2014). Therefore, candidate for treating AD need to identify target molecule exerting its curative effects throughout a gene analysis.
Microarray analysis is a molecular technique that enables the parallel analysis of expression by a very large number of genes encompassing a significant fraction of the human genome. This method is both qualitative and quantitative because it can detect changes in the expression levels in treated cells based on comparisons with control samples (Kim et al., 2006; Wang et al., 2006; Yu et al., 2011). The use of microarray analysis may be helpful in the development of more advanced therapies for the treatment of AD using naturally derived products.
In the present study, we used microarray analysis to evaluate the systemic biological activities of
Biostir-AD?, which is an ointment that contains house dust mite (
The
Specific pathogen-free male Nc/Nga mice (eight weeks old) were purchased from Central Laboratory Animal Inc. (Korea). The animals were maintained in an air-conditioned room and maintained at 24 ± 2°C with 55 ± 15% humidity. The animals were housed one per cage and were allowed sterilized tap water and standard rodent chow (Samyang Feed Co, Korea) ad libitum. All experimental procedures were carried out in accordance with the NIH Guidelines for the Care and Use of Laboratory Animals and were approved by Korea Institute of Oriental Medicine Institutional Animal Care and Use Committee (Approval number: #12-047).
AD-like skin lesions were induced in 10-week-old male Nc/Nga mice using Biostir-AD, as described by the manufacturer (Lee et al., 2010). The animals were housed in conventional conditions. Briefly, the upper back was shaved, and 200 μl of 4% (w/v) sodium dodecyl sulfate was applied to the shaved dorsal skin and both surfaces of each ear to induce barrier disruption. Two hours after shaving, 50 mg of Biostir-AD was applied topically twice per week for six weeks. Prednisolone and
RNA was isolated from dorsal skin tissue using TRIzol reagent (Invitrogen, USA) using the following procedure. Initially, 1 ml of TRIzol reagent was added to cells grown in culture dishes. After 5 min at room temperature, 0.2 ml of chloroform was added for each sample of reagent, and the tubes were shaken vigorously by hand for 15 s and then incubated at room temperature for 3 min. Next, the mixture was centrifuged at 14,000 rpm for 15 min at 4°C, after which the resulting upper aqueous phase (400 μl) was transferred to a fresh tube into which 0.5 ml of 2-propanol was also added. After incubation for 10 min at 4°C, the mixture was centrifuged again at 14,000 rpm for 10 min at 4°C. After separation, the supernatant was removed, washed with 1 ml of 75% ethanol and centrifuged again at 10,000 rpm for 5 min at 4°C. The resulting RNA pellet was then dried briefly, and the purified RNA was dissolved in diethyl pyrocarbonate (DEPC)-distilled water. The RNA was cleaned up using the Rneasy Mini kit (Qiangen, Germany) in accordance with the manufacturer’s instructions. The quality and quantity of total RNA were measured with an ExperionTM system (Bio-Rad, USA).
Total RNA was amplified and purified using and Ambion Illumina RNA amplification kit (Ambion, USA) to yield biotinylated cRNA according to the manufacturer’s instructions. Briefly, 550 ng of total RNA was reverse-transcribed to cDNA using a T7 oligo (dT) primer. Second-strand cDNA was synthesized, transcribed
Illumina Mouse Ref-8 expression BeadChip (P/N BD-25-203, Illumina Inc., Ambion) arrays were used in this study. Seven hundred fifty nanograms of labeled cRNA samples were hybridized to each mouse Ref-8 expression bead array for 16?18 h at 58°C according to the manufacturer’s instructions. The array signal was detected using Amersham Fluorolink streptavidin- Cy3 (GE Healthcare Bio-Sciences, USA) following the bead array reader confocal scanner according to the manufacturer’s instructions. Array data export processing and analysis were performed using Illumina GenomeStudio v2009.2 (Gene Expression Module v1.5.4).
The BeadStudio (version 3.0) was used to evaluate the expression signals generated by the Illumina Mouse Ref-8 expression BeadChip array. Global scaling normalization was then performed, and the normalized data were log-transformed using base 2. Next, the fold change and Welch’s t-test were applied to select the differentially expressed genes (DEGs) using a fold change threshold of 2-fold and a
To verify the microarray results, real-time RT-PCR analysis was performed for selected genes using an Applied Biosystems 7300 Real-time PCR system and the SYBR green fluorescence quantification system (Applied Biosystems, USA) to quantify the amplicons. cDNA was synthesized using 100 ng of RNA in a reverse transcription reaction. The PCR conditions were 50 cycles of 95°C (30 s), 53°C (30 s), and a standard denaturation curve. The primer sequences are listed in the 5′ to 3′ orientation in Supplementary Table 1. The PCR conditions for each target were optimized according to the primer concentration, the absence of primer dimer formation, and the efficiency of amplification of both the target genes and the housekeeping control gene. PCR reactions mixture comprised 1 μl of cDNA and 9.5 μl of PCR master mix, which contained 2× SYBR Green, 10 pmole each of the forward and reverse primer, and 4.5 μl of DEPC-distilled water in a final volume of 15 μl. To normalize the cDNA content of the samples, we used the comparative threshold (CT) cycle method, which includes normalization of the number of target gene copies vs. the endogenous reference gene, β-actin. The CT is defined as the fractional cycle number at which the fluorescence generated by cleavage of the probe passes a fixed threshold baseline when amplification of the PCR products is first detected.
Human keratinocyte HaCaT cells were obtained from CLS Cell Lines Service GmbH (Eppelheim, Germany). The cells were cultured in Dulbecco’s modified Eagle’s medium (Gibco Inc., USA), supplemented with 10% heat-inactivated fetal bovine serum (Gibco Inc.), penicillin (100 U/ml), and streptomycin (100 μg/ml), in a 5% CO2 incubator at 37°C.
The data are expressed as the mean ± SEM. The data were analyzed by one-way analysis of variance and Dunnett’s multiple-comparisons test. Results with a
Gene expression profiles were significantly up or downregulated in the
To confirm the effects of
To examine the downregulatory effects of PI3Kca, and IL20Rβ in
Genome-wide association studies are a hypothesis-free way to discover disease-associated microarray (Barnes, 2010). This avoids the limitations of using candidate genes, while retaining the advantages of the case-control approach. Genome sequencing has identified large numbers of genetic variants that can be read on microarrays (Lindblad-Toh et al., 2005). This allows identification of microarrays that are expressed more frequently in affected individuals than in control subjects. The disease-associated microarray marker regions of the genome identified in this study may be involved in the pathogenesis of AD. In the present study, we used microarray analysis to elucidate the underlying biological effects in
Several researchers have demonstrated the role of cytokine-cytokine receptor interactions and JAK-STAT signaling in development of AD. TSLP, an interleukin 7-like cytokine, is known to trigger dendritic cell-mediated Th2 inflammatory responses and highly expresses in activated mast cells and skin lesion of AD, which is triggers allergic inflammation (Isaksen et al., 2002; Liu et al., 2006; Sebastian et al., 2008). KDR is a protein-coding gene that is also known as vascular endothelial growth factor receptor 2 (VEGFR-2), the gene that encodes the VEGFR. Activation of the VEGFR leads to activation of endothelial nitric oxide synthase, which also depends on the activation of KDR (Holmes et al., 2007). KDR significantly up-regulated by activated protein C (Tanimoto et al., 2002). CXCR3 is activated by the three IFN-γ-inducible chemokines of the CXC family: CXCL9, CXCL10, and CXCL11 (Lu et al., 1999). The three ligands for CXCR3 are responsible for the recruitment of immune cells at sites of infection and inflammation (Lasagni et al., 2003; Lu et al., 1999). By contrast, interferon alpha1 (INF-α1) has immunoregulatory functions in autoimmune inflammatory diseases and is an important component of the innate immune system in a number of autoimmune or inflammatory diseases including AD (Borden et al., 2007; Theofilopoulos et al., 2005). IL-13 is associated with multiple diseases such as asthma and allergy (Heinzmann et al., 2000). Two IL-13 receptors have been identified, IL-13Rα1 and IL-13Rv2. IL-13Rα2 has been implicated in allergy, bronchial asthma, atopy, and esophageal diseases (Heinzmann et al., 2000; Zuo et al., 2010). In addition, IL2Rβ is associated with a greater predisposition to type I diabetes, rheumatoid arthritis, and multiple sclerosis (Burchill et al., 2007). The association between the IL2Rβ genes and multiple autoimmune diseases suggests a common mechanism in their pathogenesis (Burchill et al., 2007; Matesanz et al., 2001). In this study, we found that
PI3K, the most important member of the PI3K complex, comprises a heterodimer with a p85 regulatory subunit and a p110 catalytic subunit (PI3Kca). PI3Kca is one of the most important downstream regulators of multiple receptor kinase families, which are involved in many fundamental cellular processes, including proliferation, cell survival, motility, and cell growth (Bader et al., 2005; Engelman et al., 2006). The importance of PI3K p110 in various functions of leukocytes such as B cells, T cells, NK cells, myeloid cells, macrophages, keratinocytes, and mast cells is well documented (Fung-Leung, 2011). Previous studies have demonstrated that blockade of p110 activity significantly inhibits allergic inflammation, which suggests an important role for PI3K p110 in allergy (Nashed et al., 2007). The IL-20 cytokine subunit, IL20Rβ is highly expressed in skin lesions (Sa et al., 2007) and induces STAT3 phosphorylation (Dumoutier et al., 2001). Previous studies have shown that STAT3 phosphorylation in epidermal keratinocytes is implicated in the development of psoriasis (Sano et al., 2005). In the present study, the effects of
Overall, our genomic analysis data demonstrate that
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