微生物群
代谢组学
生物
小桶
粪便
肠道菌群
基因组
生理学
生物信息学
遗传学
生物化学
微生物学
转录组
基因表达
基因
作者
Luyan Yan,Bin Ye,Min Yang,Yongsheng Shan,Dan Yan,Danfeng Fang,Kaichuang Zhang,Yongguo Yu
出处
期刊:Research Square - Research Square
日期:2023-09-25
标识
DOI:10.21203/rs.3.rs-3363144/v1
摘要
Abstract Background Idiopathic short stature (ISS) is characterized by short stature with unknown causes. Recent studies showed different gut microbiota flora and reduced fecal short-chain fatty acids in ISS children. However, the roles of the microbiome and metabolites in the pathogenesis of ISS remains largely unknown. Methods We recruited 51 Chinese subjects, comprising 26 ISS children and 25 normal-height control individuals. Untargeted metabolomics was performed to explore the fecal metabolic profiles between groups. A shotgun metagenomic sequencing approach was used to investigate the microbiome at the strains level. Mediation analyses were done to reveal correlations between the height standard deviation (SD) value, the gut microbiome and metabolites. Results We detected marked differences in the composition of fecal metabolites in the ISS group, particularly a significant increase in erucic acid and a decrease in spermidine, adenosine and L-5-Hydroxytryptophan, when compared to those of controls. We further identified specific groups of bacterial strains to be responsible for the different metabolic profile. Through mediation analysis, 50 linkages were established. KEGG pathway analysis of microbiota and metabolites indicated nutritional disturbances. 13 selected features were able to accurately distinguish the ISS children from the controls (AUC = 0.933 [95%CI, 79.9–100%]) by receiver operating characteristic (ROC) analysis. Conclusion Our study suggests that the microbiome and the microbial-derived metabolites play critical roles in children’s growth. These findings provide a new research direction for better understand the mechanism(s) underlying ISS.
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