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Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin
BACKGROUND: Regional specificity allows different skin regions to exhibit different characteristics, enabling complementary functions to make effective use of the integumentary surface. Chickens exhibit a high degree of regional specificity in the skin and can serve as a good model for when and how...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4326372/ https://www.ncbi.nlm.nih.gov/pubmed/25612663 http://dx.doi.org/10.1186/s12864-014-1202-9 |
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author | Chang, Kai-Wei Huang, Nancy A Liu, I-Hsuan Wang, Yi-Hui Wu, Ping Tseng, Yen-Tzu Hughes, Michael W Jiang, Ting Xin Tsai, Mong-Hsun Chen, Chien-Yu Oyang, Yen-Jen Lin, En-Chung Chuong, Cheng-Ming Lin, Shau-Ping |
author_facet | Chang, Kai-Wei Huang, Nancy A Liu, I-Hsuan Wang, Yi-Hui Wu, Ping Tseng, Yen-Tzu Hughes, Michael W Jiang, Ting Xin Tsai, Mong-Hsun Chen, Chien-Yu Oyang, Yen-Jen Lin, En-Chung Chuong, Cheng-Ming Lin, Shau-Ping |
author_sort | Chang, Kai-Wei |
collection | PubMed |
description | BACKGROUND: Regional specificity allows different skin regions to exhibit different characteristics, enabling complementary functions to make effective use of the integumentary surface. Chickens exhibit a high degree of regional specificity in the skin and can serve as a good model for when and how these regional differences begin to emerge. RESULTS: We used developing feather and scale regions in embryonic chickens as a model to gauge the differences in their molecular pathways. We employed cosine similarity analysis to identify the differentially regulated and co-regulated genes. We applied low cell techniques for expression validation and chromatin immunoprecipitation (ChIP)-based enhancer identification to overcome limited cell availabilities from embryonic chicken skin. We identified a specific set of genes demonstrating a high correlation as being differentially expressed during feather and scale development and maturation. Some members of the WNT, TGF-beta/BMP, and Notch family known to be involved in feathering skin differentiation were found to be differentially regulated. Interestingly, we also found genes along calcium channel pathways that are differentially regulated. From the analysis of differentially regulated pathways, we used calcium signaling pathways as an example for further verification. Some voltage-gated calcium channel subunits, particularly CACNA1D, are expressed spatio-temporally in the skin epithelium. These calcium signaling pathway members may be involved in developmental decisions, morphogenesis, or epithelial maturation. We further characterized enhancers associated with histone modifications, including H3K4me1, H3K27ac, and H3K27me3, near calcium channel-related genes and identified signature intensive hotspots that may be correlated with certain voltage-gated calcium channel genes. CONCLUSION: We demonstrated the applicability of cosine similarity analysis for identifying novel regulatory pathways that are differentially regulated during development. Our study concerning the effects of signaling pathways and histone signatures on enhancers suggests that voltage-gated calcium signaling may be involved in early skin development. This work lays the foundation for studying the roles of these gene pathways and their genomic regulation during the establishment of skin regional specificity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-014-1202-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4326372 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43263722015-02-14 Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin Chang, Kai-Wei Huang, Nancy A Liu, I-Hsuan Wang, Yi-Hui Wu, Ping Tseng, Yen-Tzu Hughes, Michael W Jiang, Ting Xin Tsai, Mong-Hsun Chen, Chien-Yu Oyang, Yen-Jen Lin, En-Chung Chuong, Cheng-Ming Lin, Shau-Ping BMC Genomics Research Article BACKGROUND: Regional specificity allows different skin regions to exhibit different characteristics, enabling complementary functions to make effective use of the integumentary surface. Chickens exhibit a high degree of regional specificity in the skin and can serve as a good model for when and how these regional differences begin to emerge. RESULTS: We used developing feather and scale regions in embryonic chickens as a model to gauge the differences in their molecular pathways. We employed cosine similarity analysis to identify the differentially regulated and co-regulated genes. We applied low cell techniques for expression validation and chromatin immunoprecipitation (ChIP)-based enhancer identification to overcome limited cell availabilities from embryonic chicken skin. We identified a specific set of genes demonstrating a high correlation as being differentially expressed during feather and scale development and maturation. Some members of the WNT, TGF-beta/BMP, and Notch family known to be involved in feathering skin differentiation were found to be differentially regulated. Interestingly, we also found genes along calcium channel pathways that are differentially regulated. From the analysis of differentially regulated pathways, we used calcium signaling pathways as an example for further verification. Some voltage-gated calcium channel subunits, particularly CACNA1D, are expressed spatio-temporally in the skin epithelium. These calcium signaling pathway members may be involved in developmental decisions, morphogenesis, or epithelial maturation. We further characterized enhancers associated with histone modifications, including H3K4me1, H3K27ac, and H3K27me3, near calcium channel-related genes and identified signature intensive hotspots that may be correlated with certain voltage-gated calcium channel genes. CONCLUSION: We demonstrated the applicability of cosine similarity analysis for identifying novel regulatory pathways that are differentially regulated during development. Our study concerning the effects of signaling pathways and histone signatures on enhancers suggests that voltage-gated calcium signaling may be involved in early skin development. This work lays the foundation for studying the roles of these gene pathways and their genomic regulation during the establishment of skin regional specificity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-014-1202-9) contains supplementary material, which is available to authorized users. BioMed Central 2015-01-23 /pmc/articles/PMC4326372/ /pubmed/25612663 http://dx.doi.org/10.1186/s12864-014-1202-9 Text en © Chang et al.; licensee Biomed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Chang, Kai-Wei Huang, Nancy A Liu, I-Hsuan Wang, Yi-Hui Wu, Ping Tseng, Yen-Tzu Hughes, Michael W Jiang, Ting Xin Tsai, Mong-Hsun Chen, Chien-Yu Oyang, Yen-Jen Lin, En-Chung Chuong, Cheng-Ming Lin, Shau-Ping Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin |
title | Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin |
title_full | Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin |
title_fullStr | Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin |
title_full_unstemmed | Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin |
title_short | Emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin |
title_sort | emergence of differentially regulated pathways associated with the development of regional specificity in chicken skin |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4326372/ https://www.ncbi.nlm.nih.gov/pubmed/25612663 http://dx.doi.org/10.1186/s12864-014-1202-9 |
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