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:
9883831
负责人:
MICHAEL JOHN McGEACHIE
金额:
$85.36万
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 2022-12-31
关键词:
AddressAdrenal Cortex HormonesAffectAffinityAsthmaBayesian NetworkBiologicalBloodChildChildhoodChildhood AsthmaCohort StudiesCost SavingsCost of IllnessCosta RicaDataEthnic OriginEthnic groupFrequenciesGene ExpressionGeneticGenetic TranscriptionGoalsHispanic AmericansHispanicsImmunityIncidenceIndividualInflammationInflammatoryInhalationKnowledgeLinear RegressionsLogistic RegressionsMeasuresMessenger RNAMicroRNAsMinorityModelingMorbidity - disease rateOutcomePathway interactionsPharmaceutical PreparationsPharmacogeneticsPopulationPrediction of Response to TherapyPrevalenceProcessRNARespiratory physiologyRiskSerumSourceSteroidsTechniquesTestingTranslational RepressionUnited StatesUntranslated RNAVariantWhole Bloodasthma exacerbationasthmaticcirculating microRNAclinically actionablecohortcosteconomic costendophenotypegenetic variantgenome sequencingimprovedimproved outcomemRNA ExpressionmRNA Transcript Degradationmultiple omicsoutcome forecastpredictive modelingprogramsresponsesuccesstreatment responsewhole genome
中文摘要
哮喘影响美国约2300万人,全球约3亿人;它一直是
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.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Asthma Exacerbations and MicroRNA prediction: Treatment Response in an Underserved Ethnicity (AEM-TRUE)
-
批准号:10323038
-
项目类别:
-
资助金额:$85.99万
-
财政年份:2018
-
负责人:MICHAEL JOHN McGEACHIE
-
依托单位: