利用r统计量对家蚕组织进行分层聚类分析和热图分析

H. Kajiwara, Masatoshi Nakamura
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引用次数: 4

摘要

采用基质辅助激光解吸电离飞行时间质谱法,以皂荚酸为基质,对家蚕蚕丝腺、脂肪体和血淋巴中的蛋白质进行了分析。根据所有观测到的峰强度之和,计算从m/z 2000到m/z 20000的每个峰的峰百分比;采用R-statistics软件进行分层聚类分析和热图分析。MALDI-TOF-MS分析得到的丝腺簇与形态分类一致。使用MALDI-TOF-MS数据的分层聚类被认为适用于小而顺序的活检。在血淋巴中,从前部到后部可见明显的簇状结构,认为血淋巴中的蛋白质在全身范围内并不均匀。脂体分析得到的聚类较丝腺和血淋巴弱,但有3个聚类。基于蛋白质谱,脂肪体也被认为是分化组织。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hierarchical cluster analyses and heat map analyses of silkworm tissues using R-statistics
Proteins from silkworm (Bombyx mori L.) silk glands, fat bodies, and hemolymph were analyzed by matrix assisted laser desorption ionization time-of-flight mass spectrometry using sinapinic acid as a matrix. Peak percentages were calculated for each peak from m/z 2,000 to m/z 20,000 against the sum of all observed peak intensities; hierarchical cluster analysis and heat map analysis were performed using R-statistics software. For the silk glands, clusters obtained from MALDI-TOF-MS analysis were consistented with the morphological classification. Hierarchical clustering using MALDI-TOF-MS data was considered applicable to the small and sequential biopsies. In hemolymph, obvious clusters were observed from the anterior part to posterior part, and the proteins in hemolymph were not considered homogeneous throughout the body. While the clusters obtained from fat body analysis were weaker than those of silk glands and hemolymph, three clusters were observed. Based on the protein profile, fat bodies were also considered as differentiated tissue.
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