Investigating the Gut Microbiota Profile in Prehypertensive Individuals Exhibiting Phlegm-Dampness Constitution.

IF 4.8 2区 医学 Q2 IMMUNOLOGY Frontiers in Cellular and Infection Microbiology Pub Date : 2025-03-04 eCollection Date: 2025-01-01 DOI:10.3389/fcimb.2025.1507076
Ning Yu, Yaotang Yang, Guangyun Wang, Yanhong Wang, Mei Feng, Peilin Yang, Shuang Liu, Rui-Rui Wang, Lei Zhang
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Abstract

Background: Prehypertension is the preclinical stage of hypertension, which is more likely to develop into hypertension than normal blood pressure. Although the body may experience pathological changes at this stage, there are often no symptoms. Chinese medicine constitution theory is widely used to assess an individual's health and disease status, which provides a new method for disease prevention. The phlegm-dampness constitution (PDC) is the main constitution in prehypertension. Dysbiosis of the intestinal flora is considered to be related to the development of hypertension. However, the characteristics of the intestinal flora in prehypertensive populations with PDCs are still unknown.

Methods: 16S rRNA gene sequencing of fecal samples was performed in this study, which included 30 prehypertensive subjects with PDCs, 30 nonphlegm-dampness constitution (NPDC) prehypertensive individuals with balanced constitution, and 30 ideal blood pressure subjects with balanced constitution (BC). On the basis of the composition of the intestinal flora, a random forest classifier was constructed to screen the specific bacteria of the prehypertensive PDC population, and the diagnostic efficiency was determined by the area under the curve (AUC).

Results: At the phylum level, the abundance of Bacteroidetes decreased in the PDC group compared with the NPDC group. Bacteroides was the most important genus at the genus level. Compared with those in the NPDC or BC group, the relative abundances of o_RF39, f_Porphyromonadaceae, f_Christensenellaceae, g_parabacteroides, and g_nitrobacteria in the PDC group were significantly greater. The random forest analysis results revealed that Alistipes, Butyricimonas, Odoribacter, Parabacteroides, and Corynebacterium are bacterial genera that significantly differ between the PDC and NPDC groups and greatly contribute to group differentiation. Receiver operating characteristic (ROC) analysis revealed that the AUC range of differential bacteria and its combined diagnostic model ranged from 0.653 (95% CI: 0.511-0.794) to 0.706 (95% CI: 0.573-0.838), suggesting that it is a potential risk marker for phlegm-dampness constitution with prehypertension.

Conclusions: Our study indicates that PDC individuals with prehypertension can be distinguished from NPDC individuals according to their gut microbiome characteristics. Prevention and treatment measures based on these biomarkers may be beneficial in opening new ideas and directions for identifying more aggressive and effective interventions for prehypertensive populations.

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研究痰湿体质高血压前期个体的肠道微生物群。
背景:高血压前期是高血压的临床前阶段,比正常血压更容易发展为高血压。虽然身体在这个阶段可能会经历病理变化,但通常没有症状。中医体质理论被广泛应用于个体健康和疾病状况的评估,为疾病预防提供了一种新的方法。痰湿体质是高血压前期的主要体质。肠道菌群失调被认为与高血压的发生有关。然而,高血压前期人群的肠道菌群特征仍不清楚。方法:选取30例具有PDCs的高血压前期受试者、30例具有平衡体质的非痰湿体质(NPDC)高血压前期受试者和30例具有平衡体质(BC)的理想血压受试者,对粪便样本进行16S rRNA基因测序。根据肠道菌群组成,构建随机森林分类器筛选高血压前期PDC人群的特定菌群,采用曲线下面积(AUC)确定诊断效率。结果:在门水平上,与NPDC组相比,PDC组Bacteroidetes丰度降低。在属水平上拟杆菌属是最重要的属。与NPDC组和BC组相比,PDC组的o_RF39、f_Porphyromonadaceae、f_Christensenellaceae、g_parabacteroides和g_nitrobacteria的相对丰度显著高于NPDC组和BC组。随机森林分析结果显示,Alistipes、Butyricimonas、Odoribacter、Parabacteroides和棒状杆菌属是PDC和NPDC类群之间差异显著的细菌属,对类群分化有很大贡献。受试者工作特征(ROC)分析显示,鉴别菌及其联合诊断模型的AUC范围为0.653 (95% CI: 0.511-0.794) ~ 0.706 (95% CI: 0.573-0.838),提示其是高血压前期痰湿体质的潜在危险标志。结论:我们的研究表明,可以根据肠道微生物组特征将PDC患者与NPDC患者区分开来。基于这些生物标志物的预防和治疗措施可能有助于为高血压前期人群确定更积极和有效的干预措施开辟新的思路和方向。
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来源期刊
CiteScore
7.90
自引率
7.00%
发文量
1817
审稿时长
14 weeks
期刊介绍: Frontiers in Cellular and Infection Microbiology is a leading specialty journal, publishing rigorously peer-reviewed research across all pathogenic microorganisms and their interaction with their hosts. Chief Editor Yousef Abu Kwaik, University of Louisville is supported by an outstanding Editorial Board of international experts. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. Frontiers in Cellular and Infection Microbiology includes research on bacteria, fungi, parasites, viruses, endosymbionts, prions and all microbial pathogens as well as the microbiota and its effect on health and disease in various hosts. The research approaches include molecular microbiology, cellular microbiology, gene regulation, proteomics, signal transduction, pathogenic evolution, genomics, structural biology, and virulence factors as well as model hosts. Areas of research to counteract infectious agents by the host include the host innate and adaptive immune responses as well as metabolic restrictions to various pathogenic microorganisms, vaccine design and development against various pathogenic microorganisms, and the mechanisms of antibiotic resistance and its countermeasures.
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