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This integrative profile combines information from transcriptomics data, the underlying network structure, and biologically meaningful flux distributions in a quasi steady-state; thus it includes information which transcriptomics data would never be able to reveal on their own.
PIPEALIGN [ 86] is a web service that enables collection of potentially homologous sequences based on the query through a series of automated and integrative profile based search steps and finally presents the retrieved hits clustered into subfamilies in the context of a multiple sequence alignment (MSA).
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Interestingly, methylome analysis and integrative profiling of human hepatocellular carcinoma identified PZ as a tumor-suppressor gene [ 33].
The expression of the genes selected from the integrative genomics profile was analyzed after treatment with the chemical inhibitors, DZNep and LBH589, in the RPMI 8226 and U-266-1984 celinesnes.
The relationship between the three outcome measures is important in creating an integrative risk profile, as seen in Figure 1.
The last decade has witnessed a transformation in our understanding of the genetic basis of ALL due to detailed integrative genomic profiling of large cohorts of childhood ALL.
The most correlation comprehensive investigation has been made on the "Integrative genomic profiling of human prostate cancer" (GSE21032) dataset.
Assessing GEO and ArrayExpress identified only one dataset [ 26] that met these specifications: "Integrative genomic profiling of human prostate cancer" (GSE21032).
A major challenge for integrative genomic profiling will be to be able to move beyond association of lists of genotypes or transcripts that associate with traits, to predictive models that explain how personal profiles relate to individuals' unusual conditions.
Our first investigation is an assessment of the top 500 mRNA intronic transcripts expression ("Integrative genomic profiling of human prostate cancer", GSE21032 dataset [ 26]) ranked by the absolute value of fold change plotted against expression indexes of corresponding miRNAs.
"Integrative genomic profiling of human prostate cancer" (GSE21032) dataset includes 743 mRNA (HuEx-1.0ST), miRNA (Agilent Human miRNA Microarray 2.0) and genotyping arrays, of which 280 have been identified as paired miRNA-mRNA (genetic material for both experiments have been isolated from the same sample) [ 26].
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