A method to determine mRNA isoform frequencies using novel primer generators
A method to determine mRNA isoform frequencies using novel primer generators
批准号:
9622969
负责人:
JOHN T WELSH
金额:
$22.5万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-01 至 2020-02-29
关键词:
Alternative SplicingBiological ProcessBiologyCellsCollectionComplementary DNAComplexDataData AnalysesDevelopmentEmulsionsExonsFrequenciesGene ExpressionGenesGoalsHigh-Throughput Nucleotide SequencingHumanIn VitroIndividualLengthLibrariesMathematicsMedicineMessenger RNAMethodsModelingMolecular BiologyNatureOligonucleotidesPathologyPatternPhenotypePlant ResinsPolyadenylationPopulationPreparationPrimer ExtensionProblem SolvingProtein IsoformsProteinsRNARNA SplicingRecording of previous eventsSamplingSequence AlignmentSpliced GenesStructureTestingTimeTissue-Specific Gene ExpressionTranscriptbaseexperimental studyinstrumentmRNA Stabilitynovelnovel strategiespromoterstatisticstranscriptometranscriptome sequencing
中文摘要
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英文摘要
Abstract
Current methods for RNA-seq library preparation attempt to uniformly sample all sequences across
every mRNA molecule, optimally with sufficient overlap to allow de novo reassembly of the mRNA sequences
from which they derive, or alternatively, to allow inference of mRNA sequence by alignment with reference
sequences. Genes that encode mRNAs in multiple isoforms present a challenge: given a complete set of short
sequence reads that span every exon and splice junction, certain alternative underlying mRNA isoform models
cannot be deconvoluted using data of this nature. This confounding situation occurs when more than one
isoform model can explain the frequencies of exon and junction sequence reads, and it is mathematically
unavoidable: ultimately, short sequence reads do not contain the information needed to unambiguously identify
the correct isoform model for certain common splicing patterns. We propose to test a method to preserve the
information to reconstruct isoform models. In this method, we generate a small barcoded collection of
overlapping sequence reads for every individual mRNA molecule, such that sequence reads from the same
mRNA molecule contain the same barcode, but other transcripts from the same gene are each associated with
a different molecule-specific barcode. Assembly of contigs entails the alignment of the gene-derived
sequences associated with the same barcode. This will be done by random primed synthesis of cDNA in an
emulsion format using beads each of which carries random primers flanked by a bead-specific barcode. A
novelty in this proposal is a method to generate a bead library in which each bead carries only one barcode,
but in which the overall complexity of barcodes is very high. These beads are used to generate barcoded
random primers in emulsion droplets that also contain cDNA, such that multiple randomly primed products all
contain the same barcode. In principle, this method produces molecule-specific collections of barcoded
cDNAs, which, upon high throughput sequencing, can be aligned to reveal the specific structural details of
mRNA isoforms on a molecule-by-molecule basis. This approach would solve the isoform model identifiability
problem.
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A molecular method to determine isoform frequencies in RNA-seq
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批准号:8929900
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项目类别:
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资助金额:$26.95万
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财政年份:2015
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批准号:7668588
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资助金额:$25.58万
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财政年份:2008
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Tracking Cancer Stem Cell Evolution
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批准号:7531833
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资助金额:$21.94万
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财政年份:2008
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负责人:JOHN T WELSH
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依托单位:
GENE EXPRESSION USING ELECTRON MICROSCOPY
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批准号:7722429
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项目类别:
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资助金额:$0.39万
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财政年份:2008
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负责人:JOHN T WELSH
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依托单位:
GENE EXPRESSION USING ELECTRON MICROSCOPY
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批准号:7601077
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项目类别:
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资助金额:$0.22万
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财政年份:2007
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负责人:JOHN T WELSH
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依托单位:
Cancer Vertical Arrays
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批准号:7232454
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项目类别:
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资助金额:$21.08万
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财政年份:2006
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负责人:JOHN T WELSH
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依托单位:
Cancer Vertical Arrays
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批准号:7089395
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项目类别:
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资助金额:$26.06万
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财政年份:2006
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负责人:JOHN T WELSH
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依托单位:
Vertical Coverage Arrays in analyzing transcription
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批准号:6441388
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项目类别:
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资助金额:$19.84万
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财政年份:2002
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负责人:JOHN T WELSH
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依托单位:
Vertical Coverage Arrays in analyzing transcription
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批准号:6688270
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项目类别:
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资助金额:$33.73万
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财政年份:2002
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负责人:JOHN T WELSH
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依托单位:
Vertical Coverage Arrays in analyzing transcription
-
批准号:6752976
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项目类别:
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资助金额:$34.74万
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财政年份:2002
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负责人:JOHN T WELSH
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依托单位:
PARALLEL NUCLEAR RUN-OFF ANALYSIS
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批准号:6343272
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项目类别:
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资助金额:$19.06万
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财政年份:2000
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负责人:JOHN T WELSH
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依托单位:
PARALLEL NUCLEAR RUN-OFF ANALYSIS
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批准号:6040815
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项目类别:
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资助金额:$18.98万
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财政年份:2000
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负责人:JOHN T WELSH
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依托单位:
POPULATION BIOLOGY OF BORRELIA BURGDORFERI
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批准号:2067555
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项目类别:
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资助金额:$13.97万
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财政年份:1992
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负责人:JOHN T WELSH
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依托单位:
POPULATION BIOLOGY OF BORRELIA BURGDORFERI
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批准号:3456121
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项目类别:
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资助金额:$10.61万
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财政年份:1992
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负责人:JOHN T WELSH
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依托单位:
POPULATION BIOLOGY OF BORRELIA BURGDORFERI
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批准号:2003788
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项目类别:
-
资助金额:$14.53万
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财政年份:1992
-
负责人:JOHN T WELSH
-
依托单位:
POPULATION BIOLOGY OF BORRELIA BURGDORFERI
-
批准号:2067554
-
项目类别:
-
资助金额:$10.92万
-
财政年份:1992
-
负责人:JOHN T WELSH
-
依托单位:
POPULATION BIOLOGY OF BORRELIA BURGDORFERI
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批准号:2067553
-
项目类别:
-
资助金额:$10.1万
-
财政年份:1992
-
负责人:JOHN T WELSH
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依托单位:
海外基金