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飞行时间二次离子质谱法以及对来自炎症性和发育异常的人类结肠黏膜的脂质和氨基酸进行主成分分析。

ToF-SIMS and principal component analysis of lipids and amino acids from inflamed and dysplastic human colonic mucosa.

作者信息

Urbini Marco, Petito Valentina, de Notaristefani Francesco, Scaldaferri Franco, Gasbarrini Antonio, Tortora Luca

机构信息

Department of Mathematics and Physics & INFN, Roma Tre University, Via della Vasca Navale 84, 00146, Rome, Italy.

Internal Medicine, Gastroenterology Division, Catholic University of the Sacred Heart Policlinico "A. Gemelli", Largo Gemelli 8, 00168, Rome, Italy.

出版信息

Anal Bioanal Chem. 2017 Oct;409(26):6097-6111. doi: 10.1007/s00216-017-0546-9. Epub 2017 Aug 3.

Abstract

Here, time of flight secondary ion mass spectrometry (ToF-SIMS) and multivariate analysis were combined to study the role of ulcerative colitis (UC), a type of inflammatory bowel disease (IBD), in the colon cancer progression. ToF-SIMS was used to obtain mass spectra and chemical maps from the mucosal surface of human normal (NC), inflamed (IC), and dysplastic (DC) colon tissues. Chemical mapping with a lateral resolution of ≈ 1 μm allowed to evaluate zonation of fatty acids and amino acids as well as the morphological condition of the intestinal glands. High mass resolution ToF-SIMS spectra showed chemical differences in lipid and amino acid composition as a function of pathological state. In positive ion mode, mono- (MAG), di- (DAG), and triacylglycerol (TAG) signals were detected in NC tissues, while in IC and DC tissues, the only cholesterol was present as lipid class representative. Signals from fatty acids, collected in negative ion mode, were subjected to principal component analysis (PCA). PCA showed a strict correlation between IC and DC samples, due to an increase of stearic, arachidonic, and linoleic acid. In the same way, differences in the amino acid composition were highlighted through multivariate analysis. PCA revealed that glutamic acid, leucine/isoleucine, and valine fragments are related to IC tissues. On the other hand, tyrosine, methionine, and tryptophan peaks contributed highly to the separation of DC tissues. Finally, a classification of NC, IC, and DC patients was also achieved through hierarchical cluster analysis of amino acid fragments. In this case, human colonic inflammation showed a stronger relationship with normal than dysplastic condition. Graphical Abstract ᅟ.

摘要

在这里,飞行时间二次离子质谱(ToF-SIMS)与多变量分析相结合,以研究溃疡性结肠炎(UC)这一炎症性肠病(IBD)类型在结肠癌进展中的作用。ToF-SIMS用于从人类正常(NC)、发炎(IC)和发育异常(DC)结肠组织的黏膜表面获取质谱和化学图谱。横向分辨率约为1μm的化学图谱能够评估脂肪酸和氨基酸的分区以及肠腺的形态状况。高质量分辨率的ToF-SIMS光谱显示出脂质和氨基酸组成随病理状态的化学差异。在正离子模式下,在NC组织中检测到单酰甘油(MAG)、二酰甘油(DAG)和三酰甘油(TAG)信号,而在IC和DC组织中,仅存在胆固醇作为脂质类代表。在负离子模式下收集的脂肪酸信号进行了主成分分析(PCA)。PCA显示IC和DC样本之间存在严格的相关性,这是由于硬脂酸、花生四烯酸和亚油酸增加所致。同样,通过多变量分析突出了氨基酸组成的差异。PCA显示谷氨酸、亮氨酸/异亮氨酸和缬氨酸片段与IC组织有关。另一方面,酪氨酸、蛋氨酸和色氨酸峰对DC组织的分离贡献很大。最后,通过对氨基酸片段的层次聚类分析也实现了对NC、IC和DC患者的分类。在这种情况下,人类结肠炎症与正常状态的关系比发育异常状态更强。图形摘要ᅟ。

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