肠道微生物群变化及其与甲状腺癌的潜在关系。

Gut microbiota changes and its potential relations with thyroid carcinoma.

机构信息

Department of Nuclear Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China.

Clinical Nuclear Medicine Center, Tongji University School of Medicine, Shanghai, China.

出版信息

J Adv Res. 2021 Apr 8;35:61-70. doi: 10.1016/j.jare.2021.04.001. eCollection 2022 Jan.

Abstract

INTRODUCTION

Emerging evidence suggests that the essence of life is the ecological balance of the neural, endocrine, metabolic, microbial, and immune systems. Gut microbiota have been implicated as an important factor affecting thyroid homeostasis.

OBJECTIVES

This study aims to explore the relationship between gut microbiota and the development of thyroid carcinoma.

METHODS

Stool samples were collected from 90 thyroid carcinoma patients (TCs) and 90 healthy controls (HCs). Microbiota were analyzed using 16S ribosomal RNA gene sequencing. A cross-sectional study of an exploratory cohort of 60 TCs and 60 HCs was conducted. The gut microbiota signature of TCs was established by LEfSe, stepwise logistic regression, lasso regression, and random forest model analysis. An independent cohort of 30 TCs and 30 HCs was used to validate the findings. Functional prediction was achieved using Tax4Fun and PICRUSt2. TC patients were subsequently divided into subgroups to analyze the relationship between microbiota and metastatic lymphadenopathy.

RESULTS

In the exploratory cohorts, TCs had reduced richness and diversity of gut microbiota compared to HCs. No significant difference was found between TCs and HCs on the phylum level, though 70% of TCs had increased levels of types based on dominant microbiota typing. A prediction model of 10 genera generated with LEfSe analysis and lasso regression distinguished TCs from HCs with areas under the curves of 0.809 and 0.746 in the exploration and validation cohorts respectively. Functional prediction suggested that the microbial changes observed in TCs resulted in a decline in aminoacyl-tRNA biosynthesis, homologous recombination, mismatch repair, DNA replication, and nucleotide excision repair. A four-genus microbial signature was able to distinguish TC patients with metastatic lymphadenopathy from those without metastatic lymphadenopathy.

CONCLUSION

Our study shows that thyroid carcinoma patients demonstrate significant changes in gut microbiota, which will help delineate the relationship between gut microbiota and TC pathogenesis.

摘要

简介

新出现的证据表明,生命的本质是神经、内分泌、代谢、微生物和免疫系统的生态平衡。肠道微生物群已被认为是影响甲状腺内稳态的重要因素。

目的

本研究旨在探讨肠道微生物群与甲状腺癌发展之间的关系。

方法

收集 90 例甲状腺癌患者(TCs)和 90 例健康对照者(HCs)的粪便样本。采用 16S 核糖体 RNA 基因测序分析微生物群。对 60 例 TCs 和 60 例 HCs 的探索性队列进行横断面研究。通过 LEfSe、逐步逻辑回归、套索回归和随机森林模型分析建立 TCs 的肠道微生物群特征。使用 30 例 TCs 和 30 例 HCs 的独立队列验证发现。使用 Tax4Fun 和 PICRUSt2 进行功能预测。随后将 TC 患者分为亚组,分析微生物群与转移性淋巴结病的关系。

结果

在探索性队列中,TCs 的肠道微生物群丰富度和多样性低于 HCs。TCs 和 HCs 在门水平上没有显著差异,但 70%的 TCs 基于主要菌群分型,其水平增加。LEfSe 分析和套索回归生成的 10 个属预测模型分别在探索和验证队列中区分 TCs 和 HCs 的曲线下面积为 0.809 和 0.746。功能预测表明,TCs 中观察到的微生物变化导致氨基酸酰基-tRNA 合成、同源重组、错配修复、DNA 复制和核苷酸切除修复下降。四个属的微生物特征能够区分有转移性淋巴结病和无转移性淋巴结病的 TC 患者。

结论

本研究表明,甲状腺癌患者的肠道微生物群发生显著变化,这将有助于阐明肠道微生物群与 TC 发病机制之间的关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80ae/8721249/a8d398200444/ga1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索