Asthma Exacerbations and MicroRNA prediction: Treatment Response in an Underserved Ethnicity (AEM-TRUE)
Asthma Exacerbations and MicroRNA prediction: Treatment Response in an Underserved Ethnicity (AEM-TRUE)
批准号:
10323038
负责人:
MICHAEL JOHN McGEACHIE
金额:
$85.99万
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-01-15 至 2024-12-31
关键词:
AddressAdrenal Cortex HormonesAffectAffinityAsthmaBayesian NetworkBiologicalBloodChildChildhoodChildhood AsthmaCohort StudiesCost SavingsCost of IllnessCosta RicaDataDrug PrescriptionsEthnic OriginEthnic groupFrequenciesGene ExpressionGeneticGenetic TranscriptionGoalsHispanic AmericansHispanic PopulationsImmunityIncidenceIndividualInflammationInflammatoryInhalationKnowledgeLinear RegressionsLogistic RegressionsMeasuresMessenger RNAMicroRNAsMinority GroupsModelingMorbidity - disease rateOutcomePathway interactionsPharmacogeneticsPopulationPrediction of Response to TherapyPrevalenceProcessPrognosisRNARiskSerumSourceSteroidsTechniquesTestingTranslational RepressionUnderserved PopulationUnited StatesUntranslated RNAVariantWhole Bloodasthma exacerbationasthmaticcirculating microRNAclinically actionablecohortcosteconomic costendophenotypegenetic variantgenome sequencingimprovedimproved outcomemRNA ExpressionmRNA Transcript Degradationmultiple omicspredictive modelingprognostic modelprogramspulmonary functionresponsesuccesstreatment responsewhole genome
中文摘要
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英文摘要
Asthma affects ~23 million individuals in the United States and ~300 million individuals worldwide;1 it has been
estimated that 20% of the subjects with asthma contribute 80% of the economic costs of asthma.2 Ready
identification of this subset of at-risk subjects would dramatically decrease overall morbidity and costs of this
disease. For asthma control, the most widely prescribed medications are inhaled corticosteroids (ICS). We
have previously demonstrated that 25-30% of subjects taking ICS for asthma do not respond to therapy,3
thereby classifying them as moderate to severe asthmatics.4 Given that Hispanics Americans are an
underserved group and tend to have greater morbidity from asthma in the US,5 this ethnic group is particularly
important to study. Micro ribonucleic acids (miRNAs) are small non-coding RNAs that regulate gene
expression by mRNA degradation and/or translational repression.6 Many miRNAs have already been
associated with asthma7-10 or regulate pathways of immunity and inflammation,11-13 processes central to
asthma. We have demonstrated that miRs have associations with asthma exacerbation, response to steroids,
and can predict asthma remission14 in the Childhood Asthma Management Program (CAMP)15,16 cohort. It is
critical to extend these results to other populations, particularly ethnicities with high asthma prevalence and
morbidity. This proposal aims to investigate the microRNA underpinnings of asthma exacerbations on and
off ICS in a Hispanic population with high incidence of asthma, ICS, and exacerbations: the Genetics of
Asthma in Costa Rica study (GACRS) cohort of 1165 childhood asthmatics.17,18 Crucially, GACRS contains
many additional omics data available at no cost to the proposal, which provides an excellent opportunity to
study microRNA’s interaction with messenger RNA expression and whole-genome sequencing in relation
to exacerbation. We will measure asthma control on and off ICS by exacerbations and a steroid
responsiveness endophenotype (SRE).19 We hypothesize that miRNAs impacting exacerbation in CAMP
will replicate in GACRS, that we may identify further critical miRs, and that predictive models of asthma
exacerbations and SRE in the GACRS cohort will replicate in CAMP. Using available serum we will
sequence whole blood microRNAs using miR-Seq in GACRS. We will 1) use miRNA-Seq to sequencing
miRNAs from serum of 1165 GACRS children, and replicate our associations of miR-206 with ICS
response. We then 2) will use whole-genome sequencing data to identify the effects of rare and common
variants on miR expression levels and their interaction with exacerbation and ICS response. Finally 3) we
will replicate our existing miR model of steroid response in GACRS, and use additionally identified miRs
and genomic variants to build stronger predictive models of ICS response and SRE. All of these results will
be validated in the CAMP cohort. By completing these objectives, we will have advanced knowledge of ICS
treatment response in asthma, while building clinically actionable predictive models of exacerbation and
SRE in childhood asthma.
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DOI:
10.3390/jpm10030095
发表时间:
2020-08-20
期刊:
Journal of personalized medicine
影响因子:
--
作者:
[Kho AT, Sordillo J, Wu AC, Cho MH, Sharma S, Tiwari A, Lasky-Su J, Weiss ST, Tantisira KG, McGeachie MJ]
通讯作者:
McGeachie MJ
Plasmalogens Mediate the Effect of Age on Bronchodilator Response in Individuals With Asthma.
缩醛磷脂介导年龄对哮喘患者支气管扩张剂反应的影响。
DOI:
10.3389/fmed.2020.00038
发表时间:
2020
期刊:
Frontiers in medicine
影响因子:
3.9
作者:
[Sordillo,JoanneE, Lutz,SharonM, Kelly,RachelS, McGeachie,MichaelJ, Dahlin,Amber, Tantisira,Kelan, Clish,Clary, Lasky-Su,Jessica, Wu,AnnChen]
通讯作者:
Wu,AnnChen
DOI:
10.1016/j.jaci.2017.11.059
发表时间:
2018-11
期刊:
The Journal of allergy and clinical immunology
影响因子:
--
作者:
[McGeachie MJ, Clemmer GL, Hayete B, Xing H, Runge K, Wu AC, Jiang X, Lu Q, Church B, Khalil I, Tantisira K, Weiss S]
通讯作者:
Weiss S
DOI:
10.3390/jpm11040319
发表时间:
2021-04-20
期刊:
Journal of personalized medicine
影响因子:
--
作者:
[Sordillo JE, Lutz SM, McGeachie MJ, Lasky-Su J, Weiss ST, Celedón JC, Wu AC]
通讯作者:
Wu AC
DOI:
10.3390/jpm11010059
发表时间:
2021-01-19
期刊:
Journal of personalized medicine
影响因子:
--
作者:
[Voorhies K, Sordillo JE, McGeachie M, Ampleford E, Wang AL, Lasky-Su J, Tantisira K, Dahlin A, Kelly RS, Ortega VE, Lutz SM, Wu AC]
通讯作者:
Wu AC
共 7 条
Asthma Exacerbations and MicroRNA prediction: Treatment Response in an Underserved Ethnicity (AEM-TRUE)
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批准号:9883831
-
项目类别:
-
资助金额:$85.36万
-
财政年份:2018
-
负责人:MICHAEL JOHN McGEACHIE
-
依托单位: