Bioinformatics approach to understanding interacting pathways in neuropsychiatric disorders
- PMID: 24870135
- DOI: 10.1007/978-1-4939-0847-9_9
Bioinformatics approach to understanding interacting pathways in neuropsychiatric disorders
Abstract
Bioinformatics-based applications have been incorporated into several medical disciplines, including cancer, neuroscience, and recently psychiatry. Both the increasing interest in the molecular aspect of neuropsychiatry and the availability of high-throughput discovery and analysis tools have encouraged the incorporation of bioinformatics and neurosystems biology techniques into psychiatry and neuroscience research. As applied to neuropsychiatry, systems biology involves the acquisition and processing of high-throughput datasets to infer new information. A major component in bioinformatics output is pathway analysis that provides an insight into and prediction of possible underlying pathogenic processes which may help understand disease pathogenesis. In addition, this analysis serves as a tool to identify potential biomarkers implicated in these disorders. In this chapter, we summarize the different tools and algorithms used in pathway analysis along with their applications to the different layers of molecular investigations, from genomics to proteomics.
Similar articles
-
Functional genomics and proteomics in the clinical neurosciences: data mining and bioinformatics.Prog Brain Res. 2006;158:83-108. doi: 10.1016/S0079-6123(06)58004-5. Prog Brain Res. 2006. PMID: 17027692 Review.
-
Where are we in genomics?J Physiol Pharmacol. 2005 Jun;56 Suppl 3:37-70. J Physiol Pharmacol. 2005. PMID: 16077195 Review.
-
[Proteomics: biomarker research in psychiatry].Fortschr Neurol Psychiatr. 2007 Oct;75(10):579-86. doi: 10.1055/s-2007-959249. Epub 2007 Jun 13. Fortschr Neurol Psychiatr. 2007. PMID: 17566964 Review. German.
-
Systems Biology Approach in Hypertension Research.Methods Mol Biol. 2017;1527:69-79. doi: 10.1007/978-1-4939-6625-7_6. Methods Mol Biol. 2017. PMID: 28116708 Review.
-
Clinical bioinformatics.Chang Gung Med J. 2005 Apr;28(4):201-11. Chang Gung Med J. 2005. PMID: 16013339 Review.
Cited by
-
Novel Bioinformatics-Based Approach for Proteomic Biomarkers Prediction of Calpain-2 &Caspase-3 Protease Fragmentation: Application to βII-Spectrin Protein.Sci Rep. 2017 Jan 23;7:41039. doi: 10.1038/srep41039. Sci Rep. 2017. PMID: 28112201 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Research Materials