Decoding the regulatory architecture of the human genome across cell types, individuals and disease
Decoding the regulatory architecture of the human genome across cell types, individuals and disease
批准号:
10241018
负责人:
JONATHAN K PRITCHARD
金额:
$61.95万
依托单位:
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:
2017-02-01 至 2022-01-31
关键词:
ArchitectureAreaCell modelClustered Regularly Interspaced Short Palindromic RepeatsCodeComplexComputer softwareComputing MethodologiesDataDiseaseFundingGene Expression RegulationGenetic TranscriptionGenetic VariationGenomeGenome MappingsHuman GenomeIndividualLinkMapsMethodsNucleic Acid Regulatory SequencesOpen Reading FramesOutputProteinsRegulator GenesResolutionSiteValidationVariantWorkZinc Fingersbasecell typecomputerized toolsexperimental studygene functiongenome wide association study
中文摘要
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英文摘要
PROJECT DESCRIPTION
While accurate annotations of protein-coding regions in the human genome have been available for
many years, annotation and interpretation of regulatory sequences has lagged far behind. This is
because—in contrast to protein-coding sequences—the “rules” that govern links from genome
sequence to regulatory function are fuzzy, complex, and highly context-specific. Our limited
understanding of regulatory regions presents a fundamental challenge for the identification and
interpretation of disease variation, especially in the context of personal genome interpretation. Work
from ENCODE and other groups has started to close this gap through experimental work, including
high-resolution maps of regulatory sites in a variety of cell types, and modeling of the cell-type
specific mappings from genome sequence to regulatory function. In our funded project so far we have
developed new computational tools to understand gene regulation, and how this may be impacted by
genetic variation; as well as new methods for high throughput validation. In the Supplement year, we
propose to extend this work with additional projects focusing in this area, including work on zinc finger
proteins; connections between genetic variation, RNA expression, and GWAS; and, finally, high
throughput CRISPR-based validation experiments.
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DOI:
10.1038/s41467-020-16482-4
发表时间:
2020-06-10
期刊:
NATURE COMMUNICATIONS
影响因子:
16.6
作者:
[Jakubosky, David, D'Antonio, Matteo, Frazer, Kelly A.]
通讯作者:
Frazer, Kelly A.
DOI:
10.1093/bioinformatics/bty575
发表时间:
2018-09-01
期刊:
Bioinformatics (Oxford, England)
影响因子:
--
作者:
[Greenside P, Shimko T, Fordyce P, Kundaje A]
通讯作者:
Kundaje A
DOI:
10.1038/s41467-020-16481-5
发表时间:
2020-06-10
期刊:
NATURE COMMUNICATIONS
影响因子:
16.6
作者:
[Jakubosky, David, Smith, Erin N., Frazer, Kelly A.]
通讯作者:
Frazer, Kelly A.
DOI:
10.1016/j.stem.2018.03.013
发表时间:
2018-04-05
期刊:
Cell stem cell
影响因子:
23.9
作者:
[Yamamoto R, Wilkinson AC, Ooehara J, Lan X, Lai CY, Nakauchi Y, Pritchard JK, Nakauchi H]
通讯作者:
Nakauchi H
fastISM: performant in silico saturation mutagenesis for convolutional neural networks.
fastISM:卷积神经网络的计算机模拟饱和诱变。
DOI:
10.1093/bioinformatics/btac135
发表时间:
2022
期刊:
Bioinformatics (Oxford, England)
影响因子:
--
作者:
[Nair,Surag, Shrikumar,Avanti, Schreiber,Jacob, Kundaje,Anshul]
通讯作者:
Kundaje,Anshul
New methods for constructing and evaluating polygenic scores
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批准号:10674844
-
项目类别:
-
资助金额:$83.15万
-
财政年份:2020
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
New methods for constructing and evaluating polygenic scores
-
批准号:10263365
-
项目类别:
-
资助金额:$82.49万
-
财政年份:2020
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负责人:JONATHAN K PRITCHARD
-
依托单位:
New methods for constructing and evaluating polygenic scores
-
批准号:10440469
-
项目类别:
-
资助金额:$82.79万
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财政年份:2020
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负责人:JONATHAN K PRITCHARD
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依托单位:
Integration of functional data and GWAS to elucidate genetic basis of diseases
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批准号:10163891
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项目类别:
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资助金额:$69.59万
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财政年份:2016
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负责人:JONATHAN K PRITCHARD
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依托单位:
Integration of functional data and GWAS to elucidate genetic basis of diseases
-
批准号:10370429
-
项目类别:
-
资助金额:$70.63万
-
财政年份:2016
-
负责人:JONATHAN K PRITCHARD
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依托单位:
Integration of functional data and GWAS to elucidate genetic basis of diseases
-
批准号:9320330
-
项目类别:
-
资助金额:$7.79万
-
财政年份:2016
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Integration of functional data and GWAS to elucidate genetic basis of diseases
-
批准号:9072264
-
项目类别:
-
资助金额:$78.62万
-
财政年份:2016
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Integration of functional data and GWAS to elucidate genetic basis of diseases
-
批准号:10612857
-
项目类别:
-
资助金额:$71.29万
-
财政年份:2016
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Integration of functional data and GWAS to elucidate genetic basis of diseases
-
批准号:9303419
-
项目类别:
-
资助金额:$85.95万
-
财政年份:2016
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Computational methods for modeling lineage-specific gene regulation
-
批准号:8815902
-
项目类别:
-
资助金额:$31.88万
-
财政年份:2014
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Computational methods for modeling lineage-specific gene regulation
-
批准号:8921203
-
项目类别:
-
资助金额:$31.88万
-
财政年份:2014
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Genetic and epigenetic controls of gene regulation
-
批准号:8791956
-
项目类别:
-
资助金额:$34.7万
-
财政年份:2012
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Genetic and epigenetic controls of gene regulation
-
批准号:8402445
-
项目类别:
-
资助金额:$40.23万
-
财政年份:2012
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Genetic and epigenetic controls of gene regulation
-
批准号:8701329
-
项目类别:
-
资助金额:$38.67万
-
财政年份:2012
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Genetic and epigenetic controls of gene regulation
-
批准号:9090937
-
项目类别:
-
资助金额:$27.84万
-
财政年份:2012
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Statistical analysis of gene expression quantitative trait loci (eQTL)
-
批准号:8144812
-
项目类别:
-
资助金额:$33.47万
-
财政年份:2010
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Statistical analysis of gene expression quantitative trait loci (eQTL)
-
批准号:8509199
-
项目类别:
-
资助金额:$20.0万
-
财政年份:2010
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Statistical analysis of gene expression quantitative trait loci (eQTL)
-
批准号:7935141
-
项目类别:
-
资助金额:$33.81万
-
财政年份:2010
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Analysis and interpretation of DNA Sequence Data in Association Studies
-
批准号:7691828
-
项目类别:
-
资助金额:$37.98万
-
财政年份:2008
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
Analysis and interpretation of DNA Sequence Data in Association Studies
-
批准号:8064562
-
项目类别:
-
资助金额:$35.37万
-
财政年份:2008
-
负责人:JONATHAN K PRITCHARD
-
依托单位:
国内基金
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层出镰刀菌氮代谢调控因子AreA 介导伏马菌素 FB1 生物合成的作用机理
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依托单位:
AREA国际经济模型的移植.改进和应用
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批准年份:1988
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