Schizophrenia case-control study of neonatal and post onset methylomes
Schizophrenia case-control study of neonatal and post onset methylomes
批准号:
9238825
负责人:
Karolina Anna Aberg
金额:
$61.22万
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-02-06 至 2020-11-30
关键词:
AddressAffectAffinityAlgorithmsAntipsychotic AgentsAutopsyBindingBioinformaticsBiologicalBiological AssayBiological MarkersBirthBloodBlood specimenBrainCaringCase-Control StudiesCell divisionClinicClinicalCollectionComplexComputer softwareCost MeasuresDNADNA MethylationDataDevelopmentDiagnosisDiagnosticDietDiseaseDisease remissionEarly DiagnosisEthicsEtiologyEventGene ExpressionGeneticGenetic TranscriptionGenomic DNAGenomicsGoalsGoldHematological DiseaseHistonesHumanHuman GenomeIndividual DifferencesInvestigationKnowledgeLifeLife StyleLightMeasuresMental disordersMethodsMethylationNeonatalPathogenicityPathway AnalysisPathway interactionsPatientsPatternPerformancePhenylketonuriasPredispositionProcessProtein Binding DomainPsychological StressRelapseRiskSamplingSchizophreniaSiteSmokingSpottingsSymptomsTestingTissuesTranscriptValidationVariantWorkbasebisulfite sequencingbrain tissuecase controlcell typeclinical applicationcostdesigndisorder riskexperimental studyfollow-upimprovedinnovationinsightmethylation biomarkermethylation patternmethylomenoveloutcome forecastrisk variantscreeningtheoriestranscriptometranscriptome sequencingtranscriptomicswhole genome
中文摘要
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英文摘要
PROJECT SUMMARY
Schizophrenia (SZ) is a devastating psychiatric illness with a complex etiology. While genetic sequence
variation clearly contributes to SZ development, knowledge of DNA methylation patterns may provide
complementary information. First, methylation studies may provide additional insights into disease processes.
For example, as methylation may directly regulate gene expression and is mutable in postmitotic tissues, it
provides functional information unobtainable by sequence alone and can account for clinical phenomena such
as the dynamic course of illness including cycles of remissions and relapses. Second, the translational
potential of methylation studies is profound. For example, pathogenic environmental events may leave
methylation signatures in blood, traces of which can be preserved during cell division. As methylation marks
can be measured cost-effectively in (histone-free) genomic DNA, they can potentially increase the predictive
power of algorithms based on sequence variation.
Two complications hamper inferences in methylation studies of SZ. First, there are many possible
differences between SZ cases and controls that may affect the methylome including lifestyle differences,
disease induced psychological stress, smoking and antipsychotic use. Rather than methylation affecting SZ
susceptibility, the direction of effect could be reversed with the disease causing methylation changes. Second,
the procurement of brain tissue is not possible in living patients. It is therefore important to study the
methylome using a combination of blood samples, which can reveal useful biomarkers, and in brain tissue,
which can help identify biologically relevant functions regulated by methylation.
To address these complications we propose to study the methylomic profiles of SZ cases/controls in blood
samples collected at birth. Because these samples were collected years prior to any SZ symptoms, it is
logically impossible for SZ disease related confounders to cause the associations. Next, to generate causal
hypotheses that can potentially be followed up with functional experiments, we integrate the pre SZ onset
findings with methylation and transcription data from post SZ onset blood and brain samples using a logically
rigorous analytical framework. As detailed knowledge is lacking about disease relevant methylation sites, we
propose to assay all ~27 million CpGs in the human genome in all our samples.
Successful completion of this proposal will identify biomarkers and functional methylation marks for SZ
generally, and may specifically identify markers with potential to predict SZ risk. Such findings would be of
considerable value for improving SZ treatment and care.
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