Cargando…
Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease
The microbiome plays a vital role in human health and disease. Interaction between human hosts and the microbiome occurs through a number of mechanisms, including transcriptomic regulation by microRNA (miRNA). In animal models, circadian variations in miRNA and microbiome elements have been describe...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6051604/ https://www.ncbi.nlm.nih.gov/pubmed/30020932 http://dx.doi.org/10.1371/journal.pone.0198288 |
_version_ | 1783340550241386496 |
---|---|
author | Hicks, Steven D. Khurana, Neil Williams, Jeremy Dowd Greene, Cindy Uhlig, Richard Middleton, Frank A. |
author_facet | Hicks, Steven D. Khurana, Neil Williams, Jeremy Dowd Greene, Cindy Uhlig, Richard Middleton, Frank A. |
author_sort | Hicks, Steven D. |
collection | PubMed |
description | The microbiome plays a vital role in human health and disease. Interaction between human hosts and the microbiome occurs through a number of mechanisms, including transcriptomic regulation by microRNA (miRNA). In animal models, circadian variations in miRNA and microbiome elements have been described, but patterns of co-expression and potential diurnal interaction in humans have not. We investigated daily oscillations in salivary miRNA and microbial RNA to explore relationships between these components of the gut-brain-axis and their implications in human health. Nine subjects provided 120 saliva samples at designated times, on repeated days. Samples were divided into three sets for exploration and cross-validation. Identification and quantification of host miRNA and microbial RNA was performed using next generation sequencing. Three stages of statistical analyses were used to identify circadian oscillators: 1) a two-way analysis of variance in the first two sample sets identified host miRNAs and microbial RNAs whose abundance varied with collection time (but not day); 2) multivariate modeling identified subsets of these miRNAs and microbial RNAs strongly-associated with collection time, and evaluated their predictive ability in an independent hold-out sample set; 3) regulation of circadian miRNAs and microbial RNAs was explored in data from autistic children with disordered sleep (n = 77), relative to autistic peers with typical sleep (n = 63). Eleven miRNAs and 11 microbial RNAs demonstrated consistent diurnal oscillation across sample sets and accurately predicted collection time in the hold-out set. Associations among five circadian miRNAs and four circadian microbial RNAs were observed. We termed the 11 miRNAs CircaMiRs. These CircaMiRs had 1,127 predicted gene targets, with enrichment for both circadian gene targets and metabolic signaling processes. Four CircaMiRs had “altered” expression patterns among children with disordered sleep. Thus, novel and correlated circadian oscillations in human miRNA and microbial RNA exist and may have distinct implications in human health and disease. |
format | Online Article Text |
id | pubmed-6051604 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-60516042018-07-27 Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease Hicks, Steven D. Khurana, Neil Williams, Jeremy Dowd Greene, Cindy Uhlig, Richard Middleton, Frank A. PLoS One Research Article The microbiome plays a vital role in human health and disease. Interaction between human hosts and the microbiome occurs through a number of mechanisms, including transcriptomic regulation by microRNA (miRNA). In animal models, circadian variations in miRNA and microbiome elements have been described, but patterns of co-expression and potential diurnal interaction in humans have not. We investigated daily oscillations in salivary miRNA and microbial RNA to explore relationships between these components of the gut-brain-axis and their implications in human health. Nine subjects provided 120 saliva samples at designated times, on repeated days. Samples were divided into three sets for exploration and cross-validation. Identification and quantification of host miRNA and microbial RNA was performed using next generation sequencing. Three stages of statistical analyses were used to identify circadian oscillators: 1) a two-way analysis of variance in the first two sample sets identified host miRNAs and microbial RNAs whose abundance varied with collection time (but not day); 2) multivariate modeling identified subsets of these miRNAs and microbial RNAs strongly-associated with collection time, and evaluated their predictive ability in an independent hold-out sample set; 3) regulation of circadian miRNAs and microbial RNAs was explored in data from autistic children with disordered sleep (n = 77), relative to autistic peers with typical sleep (n = 63). Eleven miRNAs and 11 microbial RNAs demonstrated consistent diurnal oscillation across sample sets and accurately predicted collection time in the hold-out set. Associations among five circadian miRNAs and four circadian microbial RNAs were observed. We termed the 11 miRNAs CircaMiRs. These CircaMiRs had 1,127 predicted gene targets, with enrichment for both circadian gene targets and metabolic signaling processes. Four CircaMiRs had “altered” expression patterns among children with disordered sleep. Thus, novel and correlated circadian oscillations in human miRNA and microbial RNA exist and may have distinct implications in human health and disease. Public Library of Science 2018-07-18 /pmc/articles/PMC6051604/ /pubmed/30020932 http://dx.doi.org/10.1371/journal.pone.0198288 Text en © 2018 Hicks et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hicks, Steven D. Khurana, Neil Williams, Jeremy Dowd Greene, Cindy Uhlig, Richard Middleton, Frank A. Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease |
title | Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease |
title_full | Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease |
title_fullStr | Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease |
title_full_unstemmed | Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease |
title_short | Diurnal oscillations in human salivary microRNA and microbial transcription: Implications for human health and disease |
title_sort | diurnal oscillations in human salivary microrna and microbial transcription: implications for human health and disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6051604/ https://www.ncbi.nlm.nih.gov/pubmed/30020932 http://dx.doi.org/10.1371/journal.pone.0198288 |
work_keys_str_mv | AT hicksstevend diurnaloscillationsinhumansalivarymicrornaandmicrobialtranscriptionimplicationsforhumanhealthanddisease AT khurananeil diurnaloscillationsinhumansalivarymicrornaandmicrobialtranscriptionimplicationsforhumanhealthanddisease AT williamsjeremy diurnaloscillationsinhumansalivarymicrornaandmicrobialtranscriptionimplicationsforhumanhealthanddisease AT dowdgreenecindy diurnaloscillationsinhumansalivarymicrornaandmicrobialtranscriptionimplicationsforhumanhealthanddisease AT uhligrichard diurnaloscillationsinhumansalivarymicrornaandmicrobialtranscriptionimplicationsforhumanhealthanddisease AT middletonfranka diurnaloscillationsinhumansalivarymicrornaandmicrobialtranscriptionimplicationsforhumanhealthanddisease |