Faecal microbiome and metabolic signatures in rectal neuroendocrine tumors

代谢组 微生物群 代谢组学 生物 基因组 代谢物 肠道微生物群 肠道菌群 队列 计算生物学 发病机制 生理学 生物信息学 内科学 遗传学 医学 内分泌学 生物化学 免疫学 基因
作者
Wei Hu,Ze Min Chen,Xia Xi Li,Lan Lŭ,Gen Hua Yang,Zheng Xia Lei,You Li,Xiaobing Cui,Si Cun Lu,Zhi Yong Zhai,Zhi Yu Zeng,Ye Chen,Si Lin Huang,Wei Gong
出处
期刊:Theranostics [Ivyspring International Publisher]
卷期号:12 (5): 2015-2027 被引量:16
标识
DOI:10.7150/thno.66464
摘要

Background:The prevalence of rectal neuroendocrine tumors (RNET) has increased substantially over the past decades.Little is known on mechanistic alteration in the pathogenesis of such disease.We postulate that perturbations of human gut microbiome-metabolome interface influentially affect the development of RNET.The study aims to characterize the composition and function of faecal microbiome and metabolites in RNET individuals.Methods: We performed deep shotgun metagenomic sequencing and untargeted liquid chromatography-mass spectrometry (LC-MS) metabolomic profiling of faecal samples from the discovery cohort (18 RNET patients, 40 controls), and validated the microbiome and metabolite-based classifiers in an independent cohort (15 RNET participants, 19 controls).Results: We uncovered a dysbiotic gut ecological microenvironment in RNET patients, characterized by aberrant depletion and attenuated connection of microbial species, and abnormally aggregated lipids and lipid-like molecules.Functional characterization based on our in-house and Human Project Unified Metabolic Analysis Network 2 (HUMAnN2) pipelines further indicated a nutrient deficient gut microenvironment in RNET individuals, evidenced by diminished activities such as energy metabolism, vitamin biosynthesis and transportation.By integrating these data, we revealed 291 robust associations between representative differentially abundant taxonomic species and metabolites, indicating a tight interaction of gut microbiome with metabolites in RNET pathogenesis.Finally, we identified a cluster of gut microbiome and metabolite-based signatures, and replicated them in an independent cohort, showing accurate prediction of such neoplasm from healthy people.Conclusions: Our current study is the first to comprehensively characterize the perturbed interface of gut microbiome and metabolites in RNET patients, which may provide promising targets for microbiome-based diagnostics and therapies for this disorder.
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