Quantitative Biomarkers for Monitoring Alcohol Abstinence
Quantitative Biomarkers for Monitoring Alcohol Abstinence
批准号:
9752723
负责人:
Robert A Philibert
金额:
$22.5万
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-06-01 至 2020-04-30
关键词:
AbstinenceAffectAlcohol consumptionAlcoholismAlcoholsAmbulatory CareAmbulatory MonitoringArea Under CurveArithmeticAutomobile DrivingBehavioralBig DataBiocompatible MaterialsBioethics ConsultantsBiological AssayBiological MarkersBloodCause of DeathChronicClinicalClinical TreatmentCollectionConsumptionDNADNA MethylationDNA analysisDataData AnalysesDevelopmentDiabetes MellitusDiagnosisDiagnosticDriving While IntoxicatedDropsEconomicsEnvironmentEpigenetic ProcessEthicsEvaluationForensic MedicineFundingGlycosylated hemoglobin AHeavy DrinkingHourIndividualInpatientsInternationalInternational Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10)MeasurementMeasuresMethodsMethylationMonitorMoralsOutcomeOutpatientsPaperPatient MonitoringPatientsPerformancePhasePopulationProteinsProviderPublishingReceiver Operating CharacteristicsResidential TreatmentResortResourcesSmokingSpecialistTestingTimeTrainingTranslatingUnited StatesWorkaddictionalcohol abstinencealcohol abuse therapyalcohol monitoringalcohol use disorderalcoholism therapybiomarker panelcase controlchronic alcohol ingestioncompliance behaviordigitaldisabilitydrinkinggenome wide methylationgenome-wideimprovedindexinginnovationmethylation biomarkerscreeningsocialsuccesstool
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Imagine a world where alcoholism can be assessed and monitored in the same way that we
diagnose and monitor diabetes with a Hemoglobin A1c (HbA1c). In a recent Phase II project (whose
subject collection has closed), Behavioral Diagnostics has taken the first step to that better world by developing
a droplet digital PCR (ddPCR) panel that is capable of identifying heavy alcohol consumption with an Receiver
Operator Characteristic (ROC) area under the curve (AUC) of >0.98. This panel, which uses the DNA from
only one drop of blood, is already in initial commercial introduction.
In completion to a pledge that we made when we accepted funding for the above project, we now propose
to identify and develop a ddPCR marker panel for sensitively and specifically assessing alcohol abstinence.
When completed, this tool could have substantial impact on clinical treatment. Specifically, an index of
these ddPCR markers could be used to precisely monitor patients undergoing outpatient alcohol therapy for
compliance with treatment-potentially freeing up more intensive, often inpatient treatment resources for those
patients who are failing outpatient treatment.
To accomplish this task, we propose to extend our prior 2014 studies of abstinence induced methylation
changes with an additional genome wide methylation assessment of DNA from 70 heavily drinking subjects as
they enter (T1) and exit (T2) from 30 day residential therapy. We will meta-analyze those data to identify the
CpG loci whose change in methylation is most highly associated with alcohol abstinence. We will then
construct ddPCR methylation assays for a subset of these loci, validate assay performance using the Illumina
array data, and then test their performance in an independent test set of 40 subjects with both T1 and T2 data.
This project is highly feasible because all of the biomaterial and data have been collected. The team is
well prepared and has a published track record with this type of approach. Dr. Philibert is the CEO of
Behavioral Diagnostics and an internationally known expert in both epigenetics and ddPCR. He is assisted by
Dr. Meesha Dogan, an expert in big data analyses, Dr. Jeff Long, a well-known biostatistician, a bioethicist,
Dr. Cheryl Erwin and Dr. John Mendelson, a well-known addiction specialist. It is innovative because these
NextGen approaches have not yet been clinically implemented but yet are desperately needed. Finally, the
environment is excellent. Behavioral Diagnostics is established company with protective IP. As a direct
result, we will develop an assay for loci whose change in methylation status is most predictive of alcohol
cessation. In Phase II, we will further translate this into a highly sensitive tool for guiding clinical treatment and
improving treatment of alcohol cessation.
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海外基金