Circulating microRNAs as biomarkers in patients with allergic rhinitis and asthma

Background MicroRNAs (miRNAs) are emerging as important regulatory molecules that might be involved in the pathogenesis of various diseases. Circulating miRNAs might be noninvasive biomarkers to diagnose and characterize asthma and allergic rhinitis (AR). Objective We sought to determine whether miR...

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Veröffentlicht in:Journal of allergy and clinical immunology 2016-05, Vol.137 (5), p.1423-1432
Hauptverfasser: Panganiban, Ronaldo P., BS, Wang, Yanli, BS, Howrylak, Judie, MD, PhD, Chinchilli, Vernon M., PhD, Craig, Timothy J., DO, August, Avery, PhD, Ishmael, Faoud T., MD, PhD
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container_end_page 1432
container_issue 5
container_start_page 1423
container_title Journal of allergy and clinical immunology
container_volume 137
creator Panganiban, Ronaldo P., BS
Wang, Yanli, BS
Howrylak, Judie, MD, PhD
Chinchilli, Vernon M., PhD
Craig, Timothy J., DO
August, Avery, PhD
Ishmael, Faoud T., MD, PhD
description Background MicroRNAs (miRNAs) are emerging as important regulatory molecules that might be involved in the pathogenesis of various diseases. Circulating miRNAs might be noninvasive biomarkers to diagnose and characterize asthma and allergic rhinitis (AR). Objective We sought to determine whether miRNAs are differentially expressed in the blood of asthmatic patients compared with those in the blood of nonasthmatic patients with AR and nonallergic nonasthmatic subjects. Furthermore, we sought to establish whether miRNAs could be used to characterize or subtype asthmatic patients. Methods Expression of plasma miRNAs was measured by using real-time quantitative PCR in 35 asthmatic patients, 25 nonasthmatic patients with AR, and 19 nonallergic nonasthmatic subjects. Differentially expressed miRNAs were identified by using Kruskal-Wallis 1-way ANOVA with Bonferroni P value adjustment to correct for multiple comparisons. A random forest classification algorithm combined with a leave-one-out cross-validation approach was implemented to assess the predictive capacities of the profiled miRNAs. Results We identified 30 miRNAs that were differentially expressed among healthy, allergic, and asthmatic subjects. These miRNAs fit into 5 different expression pattern groups. Among asthmatic patients, miRNA expression profiles identified 2 subtypes that differed by high or low peripheral eosinophil levels. Circulating miR-125b, miR-16, miR-299-5p, miR-126, miR-206, and miR-133b levels were most predictive of allergic and asthmatic status. Conclusions Subsets of circulating miRNAs are uniquely expressed in patients with AR and asthmatic patients and have potential for use as noninvasive biomarkers to diagnose and characterize these diseases.
doi_str_mv 10.1016/j.jaci.2016.01.029
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Circulating miRNAs might be noninvasive biomarkers to diagnose and characterize asthma and allergic rhinitis (AR). Objective We sought to determine whether miRNAs are differentially expressed in the blood of asthmatic patients compared with those in the blood of nonasthmatic patients with AR and nonallergic nonasthmatic subjects. Furthermore, we sought to establish whether miRNAs could be used to characterize or subtype asthmatic patients. Methods Expression of plasma miRNAs was measured by using real-time quantitative PCR in 35 asthmatic patients, 25 nonasthmatic patients with AR, and 19 nonallergic nonasthmatic subjects. Differentially expressed miRNAs were identified by using Kruskal-Wallis 1-way ANOVA with Bonferroni P value adjustment to correct for multiple comparisons. A random forest classification algorithm combined with a leave-one-out cross-validation approach was implemented to assess the predictive capacities of the profiled miRNAs. Results We identified 30 miRNAs that were differentially expressed among healthy, allergic, and asthmatic subjects. These miRNAs fit into 5 different expression pattern groups. Among asthmatic patients, miRNA expression profiles identified 2 subtypes that differed by high or low peripheral eosinophil levels. Circulating miR-125b, miR-16, miR-299-5p, miR-126, miR-206, and miR-133b levels were most predictive of allergic and asthmatic status. Conclusions Subsets of circulating miRNAs are uniquely expressed in patients with AR and asthmatic patients and have potential for use as noninvasive biomarkers to diagnose and characterize these diseases.</description><identifier>ISSN: 0091-6749</identifier><identifier>EISSN: 1097-6825</identifier><identifier>DOI: 10.1016/j.jaci.2016.01.029</identifier><identifier>PMID: 27025347</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; allergic rhinitis ; Allergy and Immunology ; Asthma ; Asthma - blood ; Asthma - genetics ; biomarker ; Biomarkers ; Biomarkers - blood ; Cluster analysis ; Disease ; Female ; Gene expression ; Humans ; inflammation ; Laboratories ; Male ; microRNA ; MicroRNAs ; MicroRNAs - blood ; Middle Aged ; Pathogenesis ; Plasma ; posttranscriptional regulation ; Rhinitis, Allergic - blood ; Rhinitis, Allergic - genetics</subject><ispartof>Journal of allergy and clinical immunology, 2016-05, Vol.137 (5), p.1423-1432</ispartof><rights>American Academy of Allergy, Asthma &amp; Immunology</rights><rights>2016 American Academy of Allergy, Asthma &amp; Immunology</rights><rights>Copyright © 2016 American Academy of Allergy, Asthma &amp; Immunology. Published by Elsevier Inc. All rights reserved.</rights><rights>Copyright Elsevier Limited May 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c516t-870e4fce7c31e2509a2f8f5973dad18605ff7443200cebac76008da10ad8a9853</citedby><cites>FETCH-LOGICAL-c516t-870e4fce7c31e2509a2f8f5973dad18605ff7443200cebac76008da10ad8a9853</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0091674916003006$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27025347$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Panganiban, Ronaldo P., BS</creatorcontrib><creatorcontrib>Wang, Yanli, BS</creatorcontrib><creatorcontrib>Howrylak, Judie, MD, PhD</creatorcontrib><creatorcontrib>Chinchilli, Vernon M., PhD</creatorcontrib><creatorcontrib>Craig, Timothy J., DO</creatorcontrib><creatorcontrib>August, Avery, PhD</creatorcontrib><creatorcontrib>Ishmael, Faoud T., MD, PhD</creatorcontrib><title>Circulating microRNAs as biomarkers in patients with allergic rhinitis and asthma</title><title>Journal of allergy and clinical immunology</title><addtitle>J Allergy Clin Immunol</addtitle><description>Background MicroRNAs (miRNAs) are emerging as important regulatory molecules that might be involved in the pathogenesis of various diseases. Circulating miRNAs might be noninvasive biomarkers to diagnose and characterize asthma and allergic rhinitis (AR). Objective We sought to determine whether miRNAs are differentially expressed in the blood of asthmatic patients compared with those in the blood of nonasthmatic patients with AR and nonallergic nonasthmatic subjects. Furthermore, we sought to establish whether miRNAs could be used to characterize or subtype asthmatic patients. Methods Expression of plasma miRNAs was measured by using real-time quantitative PCR in 35 asthmatic patients, 25 nonasthmatic patients with AR, and 19 nonallergic nonasthmatic subjects. Differentially expressed miRNAs were identified by using Kruskal-Wallis 1-way ANOVA with Bonferroni P value adjustment to correct for multiple comparisons. A random forest classification algorithm combined with a leave-one-out cross-validation approach was implemented to assess the predictive capacities of the profiled miRNAs. Results We identified 30 miRNAs that were differentially expressed among healthy, allergic, and asthmatic subjects. These miRNAs fit into 5 different expression pattern groups. Among asthmatic patients, miRNA expression profiles identified 2 subtypes that differed by high or low peripheral eosinophil levels. Circulating miR-125b, miR-16, miR-299-5p, miR-126, miR-206, and miR-133b levels were most predictive of allergic and asthmatic status. Conclusions Subsets of circulating miRNAs are uniquely expressed in patients with AR and asthmatic patients and have potential for use as noninvasive biomarkers to diagnose and characterize these diseases.</description><subject>Adult</subject><subject>allergic rhinitis</subject><subject>Allergy and Immunology</subject><subject>Asthma</subject><subject>Asthma - blood</subject><subject>Asthma - genetics</subject><subject>biomarker</subject><subject>Biomarkers</subject><subject>Biomarkers - blood</subject><subject>Cluster analysis</subject><subject>Disease</subject><subject>Female</subject><subject>Gene expression</subject><subject>Humans</subject><subject>inflammation</subject><subject>Laboratories</subject><subject>Male</subject><subject>microRNA</subject><subject>MicroRNAs</subject><subject>MicroRNAs - blood</subject><subject>Middle Aged</subject><subject>Pathogenesis</subject><subject>Plasma</subject><subject>posttranscriptional regulation</subject><subject>Rhinitis, Allergic - blood</subject><subject>Rhinitis, Allergic - genetics</subject><issn>0091-6749</issn><issn>1097-6825</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkkuL1UAQhRtRnOvoH3AhATduEqs7ST9AhOHiqDAovtZN305lbmfyuHYnDvPvrXhHhVmIq66G7xyoc4qxpxwKDly-7IrO-VAImgvgBQhzj204GJVLLer7bANgeC5VZU7Yo5Q6oH-pzUN2IhSIuqzUhn3ahuiX3s1hvMyG4OP0-cNZylzKdmEaXLzCmLIwZgcicJxTdh3mfeb6HuNl8FnchzHMgQRjQ6J5P7jH7EHr-oRPbt9T9u38zdftu_zi49v327OL3NdczrlWgFXrUfmSo6jBONHqtjaqbFzDtYS6bVVVlQLA4855JQF04zi4Rjuj6_KUvTj6HuL0fcE02yEkj33vRpyWZLkyYKQwXP8HqpWSQtWG0Od30G5a4kiL_KK0qLjgRIkjRXmlFLG1hxgorRvLwa7d2M6u3di1GwvcUjckenZrvewGbP5IfpdBwKsjgBTbj4DRJk-he2xCRD_bZgr_9n99R-57ase7_gpvMP3dwyZhwX5Zr2M9Dk7JlgCy_AnNGLM4</recordid><startdate>20160501</startdate><enddate>20160501</enddate><creator>Panganiban, Ronaldo P., BS</creator><creator>Wang, Yanli, BS</creator><creator>Howrylak, Judie, MD, PhD</creator><creator>Chinchilli, Vernon M., PhD</creator><creator>Craig, Timothy J., DO</creator><creator>August, Avery, PhD</creator><creator>Ishmael, Faoud T., MD, PhD</creator><general>Elsevier Inc</general><general>Elsevier Limited</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SS</scope><scope>7T5</scope><scope>H94</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope></search><sort><creationdate>20160501</creationdate><title>Circulating microRNAs as biomarkers in patients with allergic rhinitis and asthma</title><author>Panganiban, Ronaldo P., BS ; Wang, Yanli, BS ; Howrylak, Judie, MD, PhD ; Chinchilli, Vernon M., PhD ; Craig, Timothy J., DO ; August, Avery, PhD ; Ishmael, Faoud T., MD, PhD</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c516t-870e4fce7c31e2509a2f8f5973dad18605ff7443200cebac76008da10ad8a9853</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adult</topic><topic>allergic rhinitis</topic><topic>Allergy and Immunology</topic><topic>Asthma</topic><topic>Asthma - blood</topic><topic>Asthma - genetics</topic><topic>biomarker</topic><topic>Biomarkers</topic><topic>Biomarkers - blood</topic><topic>Cluster analysis</topic><topic>Disease</topic><topic>Female</topic><topic>Gene expression</topic><topic>Humans</topic><topic>inflammation</topic><topic>Laboratories</topic><topic>Male</topic><topic>microRNA</topic><topic>MicroRNAs</topic><topic>MicroRNAs - blood</topic><topic>Middle Aged</topic><topic>Pathogenesis</topic><topic>Plasma</topic><topic>posttranscriptional regulation</topic><topic>Rhinitis, Allergic - blood</topic><topic>Rhinitis, Allergic - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Panganiban, Ronaldo P., BS</creatorcontrib><creatorcontrib>Wang, Yanli, BS</creatorcontrib><creatorcontrib>Howrylak, Judie, MD, PhD</creatorcontrib><creatorcontrib>Chinchilli, Vernon M., PhD</creatorcontrib><creatorcontrib>Craig, Timothy J., DO</creatorcontrib><creatorcontrib>August, Avery, PhD</creatorcontrib><creatorcontrib>Ishmael, Faoud T., MD, PhD</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of allergy and clinical immunology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Panganiban, Ronaldo P., BS</au><au>Wang, Yanli, BS</au><au>Howrylak, Judie, MD, PhD</au><au>Chinchilli, Vernon M., PhD</au><au>Craig, Timothy J., DO</au><au>August, Avery, PhD</au><au>Ishmael, Faoud T., MD, PhD</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Circulating microRNAs as biomarkers in patients with allergic rhinitis and asthma</atitle><jtitle>Journal of allergy and clinical immunology</jtitle><addtitle>J Allergy Clin Immunol</addtitle><date>2016-05-01</date><risdate>2016</risdate><volume>137</volume><issue>5</issue><spage>1423</spage><epage>1432</epage><pages>1423-1432</pages><issn>0091-6749</issn><eissn>1097-6825</eissn><abstract>Background MicroRNAs (miRNAs) are emerging as important regulatory molecules that might be involved in the pathogenesis of various diseases. Circulating miRNAs might be noninvasive biomarkers to diagnose and characterize asthma and allergic rhinitis (AR). Objective We sought to determine whether miRNAs are differentially expressed in the blood of asthmatic patients compared with those in the blood of nonasthmatic patients with AR and nonallergic nonasthmatic subjects. Furthermore, we sought to establish whether miRNAs could be used to characterize or subtype asthmatic patients. Methods Expression of plasma miRNAs was measured by using real-time quantitative PCR in 35 asthmatic patients, 25 nonasthmatic patients with AR, and 19 nonallergic nonasthmatic subjects. Differentially expressed miRNAs were identified by using Kruskal-Wallis 1-way ANOVA with Bonferroni P value adjustment to correct for multiple comparisons. A random forest classification algorithm combined with a leave-one-out cross-validation approach was implemented to assess the predictive capacities of the profiled miRNAs. Results We identified 30 miRNAs that were differentially expressed among healthy, allergic, and asthmatic subjects. These miRNAs fit into 5 different expression pattern groups. Among asthmatic patients, miRNA expression profiles identified 2 subtypes that differed by high or low peripheral eosinophil levels. Circulating miR-125b, miR-16, miR-299-5p, miR-126, miR-206, and miR-133b levels were most predictive of allergic and asthmatic status. Conclusions Subsets of circulating miRNAs are uniquely expressed in patients with AR and asthmatic patients and have potential for use as noninvasive biomarkers to diagnose and characterize these diseases.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>27025347</pmid><doi>10.1016/j.jaci.2016.01.029</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record>
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source MEDLINE; Elsevier ScienceDirect Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
subjects Adult
allergic rhinitis
Allergy and Immunology
Asthma
Asthma - blood
Asthma - genetics
biomarker
Biomarkers
Biomarkers - blood
Cluster analysis
Disease
Female
Gene expression
Humans
inflammation
Laboratories
Male
microRNA
MicroRNAs
MicroRNAs - blood
Middle Aged
Pathogenesis
Plasma
posttranscriptional regulation
Rhinitis, Allergic - blood
Rhinitis, Allergic - genetics
title Circulating microRNAs as biomarkers in patients with allergic rhinitis and asthma
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