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基于超高效液相色谱-四极杆飞行时间质谱(UHPLC-QTOF-MS)技术的脂溢性患者肠道菌群非靶向代谢组学研究。

Non-targeted metabolomics of intestinal flora in seborrheic patients based on ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) techniques.

机构信息

Department of Dermatology, Dongguan Tungwah Hospital, Dongguan, China.

Department of Dermatology, The Second Clinical Medical College, Guangdong Medical University, Dongguan, China.

出版信息

Ann Palliat Med. 2021 Apr;10(4):4354-4368. doi: 10.21037/apm-21-331.

DOI:10.21037/apm-21-331
PMID:33966437
Abstract

BACKGROUND

To explore the role of intestinal flora in seborrhea, non-targeted metabolomics analysis was carried out.

METHODS

Fecal samples were collected from 5 seborrheic patients and 5 healthy controls from October 2019 to April 2020. Ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) was used to detect metabolic fingerprinting in feces samples, and high-throughput sequencing and bioinformatic analysis of 16S rRNA for intestinal flora. The variable importance in projection (VIP) values of orthogonal partial least squares-discriminant analysis (OPLS-DA) and P values of univariate statistical analysis were used to determine the differential metabolites between the seborrhea group and the control group. The interaction between flora and metabolites was analyzed using several approaches.

RESULTS

A total of 45 metabolites with significantly different intensities were found between the seborrhea group and the healthy control group. A positive correlation between flora and metabolites was found in 57 pairs and a negative correlation was found in 104 pairs. In addition, 11 metabolic pathways were significantly altered, including 4 amino acid metabolic pathways, 2 bile acid metabolic pathways, and 2 basic metabolic signaling pathways (ABC transporters pathway and mTOR signaling pathway). Central carbon metabolism in cancer, glutathione metabolism, protein digestion and absorption were also involved.

CONCLUSIONS

The occurrence of seborrhea may be related to changes in intestinal flora and metabolic pathways. There is a close association between seborrhea and amino acid metabolic pathways or ABC transporters.

摘要

背景

为了探索肠道菌群在脂溢性皮炎中的作用,进行了非靶向代谢组学分析。

方法

2019 年 10 月至 2020 年 4 月,收集了 5 例脂溢性皮炎患者和 5 例健康对照者的粪便样本。采用超高效液相色谱-四极杆飞行时间质谱(UHPLC-QTOF-MS)检测粪便样本中的代谢指纹图谱,并对 16S rRNA 进行高通量测序和肠道菌群生物信息学分析。采用正交偏最小二乘判别分析(OPLS-DA)的变量重要性投影(VIP)值和单变量统计分析的 P 值,确定脂溢性皮炎组与对照组之间的差异代谢物。采用多种方法分析菌群与代谢物的相互作用。

结果

在脂溢性皮炎组和健康对照组之间共发现 45 种代谢物的强度存在显著差异。在 57 对中发现菌群与代谢物呈正相关,在 104 对中发现菌群与代谢物呈负相关。此外,有 11 条代谢途径发生了显著改变,包括 4 条氨基酸代谢途径、2 条胆汁酸代谢途径和 2 条基本代谢信号通路(ABC 转运体途径和 mTOR 信号通路)。还涉及中心碳代谢在癌症、谷胱甘肽代谢、蛋白质消化和吸收。

结论

脂溢性皮炎的发生可能与肠道菌群和代谢途径的变化有关。脂溢性皮炎与氨基酸代谢途径或 ABC 转运体密切相关。

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