Human reference microbiome profiles of different body habitats in healthy individuals

IntroductionThis study aimed to establish the human reference microbiome profiles in blood, saliva, and stool of healthy individuals, serving as reference values to identify microbiome alterations in human disease.MethodsThe study population consisted of a reference group of healthy adults and a sec...

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Main Authors: Sujin Oh, Kyoung Un Park
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Cellular and Infection Microbiology
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Online Access:https://www.frontiersin.org/articles/10.3389/fcimb.2025.1478136/full
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author Sujin Oh
Kyoung Un Park
Kyoung Un Park
author_facet Sujin Oh
Kyoung Un Park
Kyoung Un Park
author_sort Sujin Oh
collection DOAJ
description IntroductionThis study aimed to establish the human reference microbiome profiles in blood, saliva, and stool of healthy individuals, serving as reference values to identify microbiome alterations in human disease.MethodsThe study population consisted of a reference group of healthy adults and a second group consisting of adults with periodontal disease (PD). Blood, saliva, and stool samples were subjected to 16S rRNA sequencing. Reference intervals of alpha diversity indices were calculated. To reduce the effects of inherent limitations of microbiome data, the taxonomic profiles of the reference group were estimated as log-scaled fold change (logFC) in the abundance of microorganisms between two habitats within the subjects. ResultsFor stool and saliva microbiomes, differences in the abundances of Firmicutes, Patescibacteria, and Verrucomicrobia distinguished healthy from PD subjects (95% confidence interval (CI) of logFC: [−0.18, 0.31], [−1.19, −0.34], and [−3.68, −2.90], respectively). Differences in the abundances of Cyanobacteria, Fusobacteria, and Tenericutes in stool and blood microbiome of healthy subjects fell within 95% CI of logFC [−0.38, 0.61], [−4.14, −3.01], and [1.66, 2.77], respectively. In saliva and blood, differences in the abundances of Epsilonbacteraeota, Firmicutes, Fusobacteria, and Proteobacteria could be used as reference values (95% CI of logFC: [−3.67, −2.47], [−0.35, 0.49], [−4.59, −3.26], and [−1.20, 0.07], respectively).DiscussionAs the reference microbiome profiles could discern healthy subjects and individuals with PD, a relatively mild disease state, they can be applied as reference values representing the healthy status of the microbiome and for screening of disease states, preferably in preclinical stages.
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spelling doaj-art-6fb02d380b06466699e73d79093afd012025-02-11T07:00:07ZengFrontiers Media S.A.Frontiers in Cellular and Infection Microbiology2235-29882025-02-011510.3389/fcimb.2025.14781361478136Human reference microbiome profiles of different body habitats in healthy individualsSujin Oh0Kyoung Un Park1Kyoung Un Park2Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Republic of KoreaDepartment of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Republic of KoreaDepartment of Laboratory Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of KoreaIntroductionThis study aimed to establish the human reference microbiome profiles in blood, saliva, and stool of healthy individuals, serving as reference values to identify microbiome alterations in human disease.MethodsThe study population consisted of a reference group of healthy adults and a second group consisting of adults with periodontal disease (PD). Blood, saliva, and stool samples were subjected to 16S rRNA sequencing. Reference intervals of alpha diversity indices were calculated. To reduce the effects of inherent limitations of microbiome data, the taxonomic profiles of the reference group were estimated as log-scaled fold change (logFC) in the abundance of microorganisms between two habitats within the subjects. ResultsFor stool and saliva microbiomes, differences in the abundances of Firmicutes, Patescibacteria, and Verrucomicrobia distinguished healthy from PD subjects (95% confidence interval (CI) of logFC: [−0.18, 0.31], [−1.19, −0.34], and [−3.68, −2.90], respectively). Differences in the abundances of Cyanobacteria, Fusobacteria, and Tenericutes in stool and blood microbiome of healthy subjects fell within 95% CI of logFC [−0.38, 0.61], [−4.14, −3.01], and [1.66, 2.77], respectively. In saliva and blood, differences in the abundances of Epsilonbacteraeota, Firmicutes, Fusobacteria, and Proteobacteria could be used as reference values (95% CI of logFC: [−3.67, −2.47], [−0.35, 0.49], [−4.59, −3.26], and [−1.20, 0.07], respectively).DiscussionAs the reference microbiome profiles could discern healthy subjects and individuals with PD, a relatively mild disease state, they can be applied as reference values representing the healthy status of the microbiome and for screening of disease states, preferably in preclinical stages.https://www.frontiersin.org/articles/10.3389/fcimb.2025.1478136/fullhuman reference microbiomehealthy microbiome statusblood microbiomesaliva microbiomestool microbiometaxonomic profile
spellingShingle Sujin Oh
Kyoung Un Park
Kyoung Un Park
Human reference microbiome profiles of different body habitats in healthy individuals
Frontiers in Cellular and Infection Microbiology
human reference microbiome
healthy microbiome status
blood microbiome
saliva microbiome
stool microbiome
taxonomic profile
title Human reference microbiome profiles of different body habitats in healthy individuals
title_full Human reference microbiome profiles of different body habitats in healthy individuals
title_fullStr Human reference microbiome profiles of different body habitats in healthy individuals
title_full_unstemmed Human reference microbiome profiles of different body habitats in healthy individuals
title_short Human reference microbiome profiles of different body habitats in healthy individuals
title_sort human reference microbiome profiles of different body habitats in healthy individuals
topic human reference microbiome
healthy microbiome status
blood microbiome
saliva microbiome
stool microbiome
taxonomic profile
url https://www.frontiersin.org/articles/10.3389/fcimb.2025.1478136/full
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