Pathway Analysis

Disease Biomarker Query from RNA-Seq Data

rna-seq

As a revolutionary way to unveil transcription, RNA-Seq technologies are challenging bioinformatics for its large data volumes and complexities. A large number of computational models have been proposed for differential expression (DE) analysis and normalization from different standing points. However, ...

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The statistical universe is a single patient – pathway analysis from “N-of-1” RNA-Seq data

rna-seq

The emergence of precision medicine allowed the incorporation of individual molecular data into patient care. Indeed, DNA sequencing predicts somatic mutations in individual patients. However, these genetic features overlook dynamic epigenetic and phenotypic response to therapy. Meanwhile, accurate personal transcriptome ...

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iRegulon: From a Gene List to a Gene Regulatory Network

rna-seq

Identifying master regulators of biological processes and mapping their downstream gene networks are key challenges in systems biology. Researchers at the KU Leuven Center for Human Genetics developed a computational method, called iRegulon, to reverse-engineer the transcriptional regulatory network underlying ...

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