An Integrative Omics Approach to Identify Biomarkers Related to Preeclampsia and Breast Cancer Risks
An Integrative Omics Approach to Identify Biomarkers Related to Preeclampsia and Breast Cancer Risks
批准号:
9162127
负责人:
Lana X Garmire
金额:
$63.66万
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:
2016-08-19 至 2021-07-31
关键词:
AFP geneAccountingAdultBig DataBioinformaticsBiologicalBiological MarkersBirthBloodBlood specimenChildChronic DiseaseClassificationComputing MethodologiesDNADNA MethylationDataData AnalysesDiseaseEnvironmentEpidemiologic StudiesEpigenetic ProcessEthicsEtiologyFemaleGenesGenomicsGoalsHawaiiHormonesHumanHypertensionInterventionLevel of EvidenceLifeLinkMalignant NeoplasmsMediator of activation proteinMedicalModelingMolecularMorbidity - disease rateMothersNested Case-Control StudyPathway interactionsPhysical ExercisePilot ProjectsPlacentaPlayPopulationPre-EclampsiaPredispositionPregnancyPregnant WomenPreventionProgesteroneProteinuriaProteomeProteomicsResearch PersonnelRoleSamplingTamoxifenTestingThe Cancer Genome AtlasTissuesUmbilical Cord BloodUniversitiesWomanbiobankcancer preventioncancer riskcase controlcohortdata integrationepigenetic regulationepigenomeepigenomicsfollow-upgenetic signaturegenome-wideimprovedin uteromalignant breast neoplasmmedical schoolsmethylomemortalitynoveloffspringperipheral bloodpregnantprotective effectrepositoryresearch studysecretory proteintargeted treatmenttheoriestherapeutic biomarkertherapeutic targettooltranscriptometranscriptome sequencingunborn child
中文摘要
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英文摘要
PROJECT SUMMARY
Preeclampsia is the medical condition characterized by hypertension and proteinuria in pregnant women. It
occurs in 5 to 8% of all pregnancies (as common as breast cancer) and is the leading cause of morbidity and
mortality for both the mother and the unborn child. Surprisingly, epidemiological studies have shown strong
evidence that women associated with preeclamptic pregnancies have almost 50% reduced rate of breast
cancers decades later. However, due to ethical and practical reasons, direct evidence from long-term follow up
in human population is lacking. Moreover, the underlying mechanism to explain the lasting effect of
preeclampsia remains unknown. Here we propose an alternative and integrative omics approach to investigate
the molecular links between preeclampsia and breast cancer risks later in life. We will conduct a nested case
control study to investigate the epigenome, RNA-Seq transcriptome and proteomics differences in the placenta
and matched maternal blood DNA samples associated with preeclampsia. The de-identified samples will be
collected through the Hawaii Biorepository (HiBR), and they reflect the unique multi-ethnic population of
Hawaii. We will construct bioinformatics pipelines to analyze all three types of omics data individually, and
develop new computational methods for omics data integration. We will identify coherent genes, modules and
biological pathways as the biomarkers of preeclampsia. Moreover, we will compare our data with the DNA
methylome, RNA-Seq transcriptome, and proteomics data of the breast cancer samples from The Cancer
Genome Atlas. Through such comparison, we will uncover the cancer-related genes, modules and biological
pathways within the preeclampsia samples. This will provide direct molecular-level evidence to link
preeclampsia and breast cancer risks later in life, which is practically impossible using the approach of
population follow-up. It will also identify biomarkers of breast cancer susceptibility as early as a child's birth, for
the purpose of cancer prevention.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
DR. EPS: Drug Repurposing for Extended Patient Survival
-
批准号:10022322
-
项目类别:
-
资助金额:$35.58万
-
财政年份:2019
-
负责人:Lana X Garmire
-
依托单位:
DR. EPS: Drug Repurposing for Extended Patient Survival
-
批准号:10186808
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项目类别:
-
资助金额:$0.0万
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财政年份:2019
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负责人:Lana X Garmire
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依托单位:
DR. EPS: Drug Repurposing for Extended Patient Survival
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批准号:10465034
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项目类别:
-
资助金额:$34.18万
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财政年份:2019
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负责人:Lana X Garmire
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依托单位:
An Integrative Bioinformatics Platform with Application in Single Cancer Cells
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批准号:9321082
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项目类别:
-
资助金额:$34.45万
-
财政年份:2016
-
负责人:Lana X Garmire
-
依托单位:
An Integrative Bioinformatics Platform with Application in Single Cancer Cells
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批准号:10004166
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项目类别:
-
资助金额:$36.81万
-
财政年份:2016
-
负责人:Lana X Garmire
-
依托单位:
Cancer precision medicine through spatially informative single cell image and transcriptomics data analysis
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批准号:10754028
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项目类别:
-
资助金额:$32.04万
-
财政年份:2016
-
负责人:Lana X Garmire
-
依托单位:
An Integrative Bioinformatics Platform with Application in Single Cancer Cells
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批准号:9160242
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项目类别:
-
资助金额:$35.52万
-
财政年份:2016
-
负责人:Lana X Garmire
-
依托单位:
An Integrative Omics Approach to Identify Biomarkers Related to Preeclampsia and Breast Cancer Risks
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批准号:9542867
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项目类别:
-
资助金额:$61.92万
-
财政年份:2016
-
负责人:Lana X Garmire
-
依托单位:
An Integrative Omics Approach to Identify Biomarkers Related to Preeclampsia and Breast Cancer Risks
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批准号:10076552
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项目类别:
-
资助金额:$49.88万
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财政年份:2016
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负责人:Lana X Garmire
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依托单位:
An Integrative Bioinformatics Approach to Study Single Cancer Cell Heterogeneity
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批准号:9095313
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项目类别:
-
资助金额:$18.04万
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财政年份:2014
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负责人:Lana X Garmire
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依托单位:
Project 3: Linking maternal obesity and offspring cancer risks through integrati
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批准号:8737529
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项目类别:
-
资助金额:$26.6万
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财政年份:2014
-
负责人:Lana X Garmire
-
依托单位:
An Integrative Bioinformatics Approach to Study Single Cancer Cell Heterogeneity
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批准号:8830386
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项目类别:
-
资助金额:$18.36万
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财政年份:2014
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负责人:Lana X Garmire
-
依托单位:
Project 3: Linking maternal obesity and offspring cancer risks through integrati
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批准号:8882476
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项目类别:
-
资助金额:$26.78万
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财政年份:--
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负责人:Lana X Garmire
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依托单位:
海外基金