KnE Life Sciences
ISSN: 2413-0877
The latest conference proceedings on life sciences, medicine and pharmacology.
Biological Network Analysis of Genes Involve in Embryogenesis of Oil Palm using ClueGO
Published date: Jul 11 2017
Journal Title: KnE Life Sciences
Issue title: The 4th International Conference on Biological Science (2015)
Pages: 265-274
Authors:
Abstract:
The application of DNA sequencing technologies has a major impact on molecular biology, especially in understanding genes interaction in a certain condition. Due to a large number of genes produced by this high-throughput technology, a proper analysis tool is needed for data interpretation. ClueGO is a bioinformatics tool, an easy to use Cytoscape plug-in that strongly improves biological function interpretation of genes. It analyzes a cluster or comparing two clusters and comprehensively visualizes their group functions. This tool is applied to identify biological networks of genes involved in embryogenesis of oil palm, the most critical phase in oil palm tissue culture process. Two ESTs sequencing data from the GenBank database under accession number EY396120-EY413718 and DW247764-DW248770 were used in this study. Fifty-two and one hundred eight groups of genes were identified using biological process in Gene Ontology setting from the database of EY396120-EY413718 and DW247764-DW248770, respectively. Thirty-one groups of genes were consistently occurred in both ESTs. According to the literature, these genes play an important role in cell formations and developments, stresses and stimulus responses, photosynthesis and metabolic processes that indicate the involvement of these groups of genes in oil palm embryogenesis processes. ClueGO is the appropriate tool to analyze a large data set of genes in a specific condition, such as embryogenesis of oil palm.
References:
[1] M. B. Wahid, S. N. A. Abdullah, and I. E. Henson, “Oil palm - Achievements and potential,” Plant Production Science, vol. 8, no. 3, pp. 288–297, 2005.
[2] J. Šamaj, M. Bobák, A. Blehová, and A. Pret’Ová, “Importance of cytoskeleton and cell wall in somatic embryogenesis,” Plant Cell Monographs, vol. 2, pp. 35–50, 2005.
[3] PBH. Tinker and RHV. Corley, “The Oil Palm,” in The Oil Palm, p. 284, Blackwell Science, Oxford, 4th edition, 2003.
[4] E.-T. L. Low, H. Alias, S.-H. Boon et al., “Oil palm (Elaeis guineensis Jacq.) tissue culture ESTs: Identifying genes associated with callogenesis and embryogenesis,” BMC Plant Biology, vol. 8, article no. 62, 2008.
[5] P.-L. Chan, L.-S. Ma, E.-T. L. Low et al., “Normalized embryoid cDNA library of oil palm (Elaeis guineensis),” Electronic Journal of Biotechnology, vol. 13, no. 1, 2010.
[6] G. Bindea, B. Mlecnik, H. Hackl et al., “ClueGO: A Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks,” Bioinformatics, vol. 25, no. 8, pp. 1091–1093, 2009.
[7] X. Huang and A. Madan, “CAP3: A DNA sequence assembly program,” Genome Research, vol. 9, no. 9, pp. 868–877, 1999.
[8] S. F. Altschul, W. Gish, W. Miller, E. W. Meyers, and D. J. Lipman, “Basic Local Alignment Search Tool,” Journal of Molecular Biology, vol. 215, no. 3, pp. 403–410, 1990.
[9] A. Conesa, S. Götz, J. M. García-Gómez, J. Terol, M. Talón, and M. Robles, “Blast2GO: A universal tool for annotation, visualization and analysis in functional genomics research,” Bioinformatics, vol. 21, no. 18, pp. 3674–3676, 2005.
[10] M. Elhiti, C. Stasolla, and A. Wang, “Molecular regulation of plant somatic embryogenesis,” In Vitro Cellular and Developmental Biology - Plant, vol. 49, no. 6, pp. 631–642, 2013.
[11] A. P. Smertenko and P. J. Hussey, “Immunolocalization of Proteins in Somatic Embryos,” in Plant Embryogenesis, vol. 427 of Methods in Molecular Biology, pp. 157– 171, Humana Press, Totowa, NJ, 2008.
[12] C. Holweg, C. Süßlin, and P. Nick, “Capturing in vivo dynamics of the actin cytoskeleton stimulated by auxin or light,” Plant and Cell Physiology, vol. 45, no. 7, pp. 855–863, 2004.
[13] B. Bai, Y. H. Su, J. Yuan, and X. S. Zhang, “Induction of somatic embryos in arabidopsis requires local YUCCA expression mediated by the down-regulation of ethylene biosynthesis,” Molecular Plant, vol. 6, no. 4, pp. 1247–1260, 2013.
[14] L. Portillo, A. Olmedilla, and F. Santacruz-Ruvalcaba, “Cellular and molecular changes associated with somatic embryogenesis induction in Agave tequilana,” Protoplasma, vol. 249, no. 4, pp. 1101–1107, 2012.
[15] IE. Yates and CC. Reilly, “Somatic embryogenesis and plant development in eight cultivars of pecan,” HortScience, vol. 25, no. 5, pp. 573–576, 1990.
[16] P. Piyatrakul, R.-A. Putranto, F. Martin et al., “Some ethylene biosynthesis and AP2/ERF genes reveal a specific pattern of expression during somatic embryogenesis in Hevea brasiliensis,” BMC Plant Biology, vol. 12, article no. 244, 2012.