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Validation of a salivary miRNA diagnostic test for autism spectrum disorder

Validation of a salivary miRNA diagnostic test for autism spectrum disorder
自闭症谱系障碍唾液 miRNA 诊断测试的验证
批准号:
10001004
负责人:
Qian Du
金额:
$62.2万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-07-01 至 2022-08-31
关键词:
3 year oldAdaptive BehaviorsAdoptedAffectAgeAlgorithmsAmericanAnoxic EncephalopathyAutopsyBehaviorBiological MarkersBiological ProcessBiological SciencesBloodBrainCellsCharacteristicsChildClinicalClinical TrialsCollectionCommunicationCommunitiesConsumptionDNA Sequence AlterationDataDetectionDevelopmentDevelopmental Delay DisordersDiagnosisDiagnosticDiagnostic ProcedureDiagnostic testsEarly InterventionEarly treatmentElementsEnrollmentEnsureEnvironmental Risk FactorEpigenetic ProcessEtiologyExhibitsFamilyFutureGene ExpressionGenesGeneticGenetic MaterialsGenetic RiskGenetic TranscriptionGenomicsGeographyGoalsGrantHeterogeneityHormonalHumanHuman MicrobiomeIncidenceIndividualKnowledgeLeadLearningLeukocytesLinkMeasurementMeasuresMedicalMethodologyMethodsMicroRNAsMicrobeMitochondriaModelingMonitorNeuraxisNeurodevelopmental DeficitNeurologicNeuropsychologyOnly ChildOutcomeOxidative StressPainPatient CarePatient-Focused OutcomesPatientsPerformancePeripheralPharmaceutical PreparationsPhasePhenotypePrevalencePrimary Care PhysicianProcessPublic HealthRNARNA DegradationResearchSalivaSalivarySamplingScreening procedureSensitivity and SpecificitySmall Business Technology Transfer ResearchSocial InteractionSocializationSocietiesSpecialistSpecificityStimulusSymptomsTechniquesTechnologyTestingTherapeuticTherapeutic InterventionTimeTissuesToddlerTrainingUnited StatesUntranslated RNAValidationWorkaccurate diagnosisautism diagnostic observation scheduleautism spectrum disorderautistic childrenbiomarker identificationbrain tissueclinical practicecohortcombinatorialcommercializationdiagnostic accuracydiagnostic biomarkerdifferential expressionendophenotypeexosomeextracellularfunctional outcomesimprovedinsightinterestmagnetic resonance imaging/electroencephalographymicrobial communitymicrobiotamicrovesiclesminimally invasivemultiple omicsneurodevelopmentnext generation sequencingpeerphase 1 studyphase 2 studyprimary outcomeprognosticprogramsprospectiveresponsesecondary outcomestandard of caresymptom managementtooltraittreatment responsevisual tracking

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Autism spectrum disorder (ASD) is a continuum of neurodevelopmental characteristics that includes deficits in communication and social interaction, as well as restrictive, repetitive interests and behaviors. ASD is an increasing public health concern, with about 1 in 45 American children diagnosed with ASD in 2014, a 10-fold increase in prevalence over the past 40 years. The effect of ASD on both society and the economy is a large burden, estimated at more than $286 billion per year in the U.S. alone. While a single direct link to ASD diagnosis has not been determined, studies have identified genetic, epigenetic, neurological, hormonal, and environmental factors that affect outcomes for patients with ASD. In order to effectively treat patients with ASD, timely detection is crucial for implementation of early treatment options. Using knowledge of these preexisting factors for ASD, doctors can begin treatment while the patient is still young, even if the child has not begun to exhibit typical ASD symptoms. Studies suggest that earlier treatment results in better functional outcomes and reductions in symptoms of ASD. These models, medications and programs have proven to be effective in managing the symptoms of ASD, and may remove some patients from the ASD spectrum entirely. Unfortunately, current diagnostic methods for ASD are not very accurate for young children; the average age of diagnosing ASD is three years old, and about half of those are false positives. Development of accurate diagnostic biomarkers for ASD would thus represent a valuable addition to patient care. Quadrant Biosciences is developing an approach to diagnose ASD by measuring brain-related and other ribonucleic acids (micro, circular, and bacterial) in saliva. Extracellular transport of miRNA via exosomes and other microvesicles is an established epigenetic mechanism for cells to alter gene expression in nearby cells. This has enabled Quadrant to measure genetic material that may have originated from the central nervous system simply by collecting saliva. This method minimizes many of the limitations associated with analysis of post-mortem brain tissue (e.g., anoxic brain injury, RNA degradation, post-mortem interval, agonal state), or peripheral leukocytes (relevance of expression changes, painful blood draws) employed in previous studies. Alterations in the human microbiome (i.e., microbial communities) have also been shown to correlate with ASD. Thus, extracellular RNA quantification in saliva provides an attractive and minimally invasive technique for biomarker identification in children with ASD. This Phase II study will test the hypothesis that a pre-defined panel of human and non- human RNAs will accurately determine ASD status in a cohort of 1600 children ages 18 months to 6 years. Using prospective clinical trial methodology, with input from FDA, the project will provide data essential to the commercialization of Quadrant’s ASD diagnostic technology, further testing the algorithm with the inclusion of additional children and following children who are flagged with the currently utilized ASD to determine their ultimate diagnosis.
期刊论文(6)
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会议论文
DOI: 10.1002/aur.2498
发表时间: 2021-06
期刊: Autism research : official journal of the International Society for Autism Research
影响因子: --
作者: [Frazier TW, Coury DL, Sohl K, Wagner KE, Uhlig R, Hicks SD, Middleton FA]
通讯作者: Middleton FA
DOI: 10.1016/j.rasd.2021.101788
发表时间: 2021-07
期刊: Research in autism spectrum disorders
影响因子: 2.5
作者: [David Levitskiy;A. Confair;Kayla E Wagner;Samantha DeVita;N. Shea;E. McKernan;J. Kopec;N. Russo;F. Middleton;S. Hicks]
通讯作者: David Levitskiy;A. Confair;Kayla E Wagner;Samantha DeVita;N. Shea;E. McKernan;J. Kopec;N. Russo;F. Middleton;S. Hicks
DOI: 10.3389/fpsyt.2016.00176
发表时间: 2016
期刊: Frontiers in psychiatry
影响因子: 4.7
作者: [Hicks SD, Middleton FA]
通讯作者: Middleton FA
DOI: 10.3389/fpsyt.2021.824933
发表时间: 2021
期刊: Frontiers in psychiatry
影响因子: 4.7
作者: [Beversdorf DQ, Sohl K, Levitskiy D, Tennant P, Goin-Kochel RP, Shaffer RC, Confair A, Middleton FA, Hicks SD]
通讯作者: Hicks SD
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