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通过计算机预测与咖啡疾病抗性相关的咖啡基因组表达序列。

In silico identification of coffee genome expressed sequences potentially associated with resistance to diseases.

机构信息

Instituto de Biotecnologia Aplicada à Agropecuária, Universidade Federal de Viçosa, Viçosa, MG Brazil.

出版信息

Genet Mol Biol. 2010 Oct;33(4):795-806. doi: 10.1590/s1415-47572010000400031. Epub 2010 Dec 1.

DOI:10.1590/s1415-47572010000400031
PMID:21637594
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3036153/
Abstract

Sequences potentially associated with coffee resistance to diseases were identified by in silico analyses using the database of the Brazilian Coffee Genome Project (BCGP). Keywords corresponding to plant resistance mechanisms to pathogens identified in the literature were used as baits for data mining. Expressed sequence tags (ESTs) related to each of these keywords were identified with tools available in the BCGP bioinformatics platform. A total of 11,300 ESTs were mined. These ESTs were clustered and formed 979 EST-contigs with similarities to chitinases, kinases, cytochrome P450 and nucleotide binding site-leucine rich repeat (NBS-LRR) proteins, as well as with proteins related to disease resistance, pathogenesis, hypersensitivity response (HR) and plant defense responses to diseases. The 140 EST-contigs identified through the keyword NBS-LRR were classified according to function. This classification allowed association of the predicted products of EST-contigs with biological processes, including host defense and apoptosis, and with molecular functions such as nucleotide binding and signal transducer activity. Fisher's exact test was used to examine the significance of differences in contig expression between libraries representing the responses to biotic stress challenges and other libraries from the BCGP. This analysis revealed seven contigs highly similar to catalase, chitinase, protein with a BURP domain and unknown proteins. The involvement of these coffee proteins in plant responses to disease is discussed.

摘要

通过使用巴西咖啡基因组计划(BCGP)数据库的计算机分析,鉴定了与咖啡疾病抗性相关的潜在序列。将文献中鉴定的植物对病原体抗性机制的关键词用作数据挖掘的诱饵。使用 BCGP 生物信息学平台上提供的工具,确定了与每个关键词相关的表达序列标签(EST)。共挖掘了 11300 个 EST。这些 EST 被聚类并形成 979 个 EST 连丝,与几丁质酶、激酶、细胞色素 P450 和核苷酸结合位点富含亮氨酸重复(NBS-LRR)蛋白以及与疾病抗性、发病机制、过敏反应(HR)和植物疾病防御反应相关的蛋白质具有相似性。通过关键字 NBS-LRR 鉴定的 140 个 EST 连丝根据功能进行了分类。这种分类将 EST 连丝的预测产物与包括宿主防御和细胞凋亡在内的生物学过程以及核苷酸结合和信号转导活性等分子功能联系起来。Fisher 精确检验用于检验代表生物胁迫反应和 BCGP 其他文库的文库之间的连丝表达差异的显著性。该分析揭示了七个与过氧化氢酶、几丁质酶、BURP 结构域蛋白和未知蛋白高度相似的连丝。讨论了这些咖啡蛋白在植物对疾病的反应中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/8ab2645651eb/gmb-33-4-795-gfig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/5cd9dde6226e/gmb-33-4-795-gfig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/d3237edb2182/gmb-33-4-795-gfig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/601bd64b9dfd/gmb-33-4-795-gfig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/8ab2645651eb/gmb-33-4-795-gfig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/5cd9dde6226e/gmb-33-4-795-gfig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/d3237edb2182/gmb-33-4-795-gfig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/601bd64b9dfd/gmb-33-4-795-gfig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1dc2/3036153/8ab2645651eb/gmb-33-4-795-gfig4.jpg

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