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A Pathway Association Study Tool for GWAS Analyses of Metabolic Pathway Information
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Pathway-based analysis tools for complex diseases: a review.

Lv Jin1, Xiao-Yu Zuo2, Wei-Yang Su3

  • 1Institute for Medical Systems Biology, and Department of Medical Statistics and Epidemiology, School of Public Health, Guangdong Medical College, Dongguan 523808, China.

Genomics, Proteomics & Bioinformatics
|December 3, 2014
PubMed
Summary
This summary is machine-generated.

Pathway-based analysis offers a powerful approach to understanding complex human diseases by examining genetic interplays. This method enhances the exploration of large-scale omics data for deeper biological insights.

Keywords:
AlgorithmsComplex diseasePathway-based analysisSoftware and databases

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Area of Science:

  • Genetics
  • Bioinformatics
  • Systems Biology

Background:

  • Traditional single-gene analysis struggles with complex human diseases.
  • Understanding intricate genetic interplays is crucial for disease research.
  • Large-scale omics data requires advanced analytical methods.

Purpose of the Study:

  • To provide a comprehensive review of pathway-based analysis methods.
  • To introduce general concepts and procedures for pathway analysis.
  • To guide researchers in dissecting complex diseases.

Main Methods:

  • Review of major pathway-based analysis approaches.
  • Discussion of concepts and procedures for pathway analysis.
  • Compilation of available pathway-based analysis software and databases.

Main Results:

  • Pathway-based analysis significantly advances the exploration of omics data.
  • Methods provide a comprehensive understanding of molecular mechanisms in complex diseases.
  • The review details various approaches and tools for pathway analysis.

Conclusions:

  • Pathway-based analysis is a powerful technique for uncovering biological depths of complex diseases.
  • Methodological development and application of these techniques face future challenges.
  • This review serves as a valuable guide for complex disease dissection.