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:
10076552
负责人:
Lana X Garmire
金额:
$49.88万
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 2023-07-31
关键词:
AFP geneAdultBig DataBioinformaticsBiologicalBiological MarkersBirthBloodBlood specimenBreast Cancer Risk FactorChildbirthChronic DiseaseClassificationComputing MethodologiesDNADNA MethylationDataData AnalysesDiseaseEnvironmentEpigenetic ProcessEthicsEtiologyFemaleGenesGenomicsGoalsHawaiiHormonesHumanHypertensionIndividualInterventionLevel of EvidenceLifeLinkLongterm Follow-upMalignant NeoplasmsMediator of activation proteinMedicalModelingMolecularMorbidity - disease rateMothersNested Case-Control StudyPathway interactionsPhysical ExercisePilot ProjectsPlacentaPlayPopulationPre-EclampsiaPredispositionPregnancyPregnancy ComplicationsPregnant WomenPreventionProgesteroneProteinuriaProteomeProteomicsResearch PersonnelRoleSamplingTamoxifenTestingThe Cancer Genome AtlasTissuesUmbilical Cord BloodUniversitiesWomananti-cancerbiobankbioinformatics pipelinecancer preventioncase controlcohortdata integrationepidemiology studyepigenetic regulationepigenomeepigenomicsexperimental studyfollow-upgenetic signaturegenome-wideimprovedin uteromalignant breast neoplasmmedical schoolsmethylomemortalitynoveloffspringperipheral bloodprotective effectsecretory proteintargeted biomarkertheoriestherapeutic 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.
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DOI:
10.1016/j.gpb.2022.11.013
发表时间:
2022-10
期刊:
GENOMICS PROTEOMICS & BIOINFORMATICS
影响因子:
9.5
作者:
[Stanojevic, Stefan, Li, Yijun, Ristivojevic, Aleksandar, Garmire, Lana X.]
通讯作者:
Garmire, Lana X.
DOI:
10.1530/rep-20-0231
发表时间:
2020-12
期刊:
Reproduction (Cambridge, England)
影响因子:
--
作者:
[Li H, Huang Q, Liu Y, Garmire LX]
通讯作者:
Garmire LX
DOI:
10.1093/nargab/lqab015
发表时间:
2021-03
期刊:
NAR genomics and bioinformatics
影响因子:
4.6
作者:
[Zhan Z, Jing Z, He B, Hosseini N, Westerhoff M, Choi EY, Garmire LX]
通讯作者:
Garmire LX
DOI:
10.3389/fgene.2017.00084
发表时间:
2017
期刊:
Frontiers in genetics
影响因子:
3.7
作者:
[Huang S, Chaudhary K, Garmire LX]
通讯作者:
Garmire LX
DOI:
10.1093/gigascience/giaa162
发表时间:
2021-01-23
期刊:
GigaScience
影响因子:
9.2
作者:
[Fang X, Liu Y, Ren Z, Du Y, Huang Q, Garmire LX]
通讯作者:
Garmire LX
共 32 条
DR. EPS: Drug Repurposing for Extended Patient Survival
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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
-
项目类别:
-
资助金额:$0.0万
-
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:10465034
-
项目类别:
-
资助金额:$34.18万
-
财政年份:2019
-
负责人:Lana X Garmire
-
依托单位:
An Integrative Bioinformatics Platform with Application in Single Cancer Cells
-
批准号:9321082
-
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
-
批准号:10004166
-
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
-
批准号:10754028
-
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
-
批准号:9160242
-
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
-
批准号:9162127
-
项目类别:
-
资助金额:$63.66万
-
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
-
批准号:9542867
-
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 Bioinformatics Approach to Study Single Cancer Cell Heterogeneity
-
批准号:9095313
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项目类别:
-
资助金额:$18.04万
-
财政年份:2014
-
负责人:Lana X Garmire
-
依托单位:
Project 3: Linking maternal obesity and offspring cancer risks through integrati
-
批准号:8737529
-
项目类别:
-
资助金额:$26.6万
-
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
-
批准号:8830386
-
项目类别:
-
资助金额:$18.36万
-
财政年份:2014
-
负责人:Lana X Garmire
-
依托单位:
Project 3: Linking maternal obesity and offspring cancer risks through integrati
-
批准号:8882476
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项目类别:
-
资助金额:$26.78万
-
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