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PMID: 16188928 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Interactome-transcriptome analysis reveals the high centrality of genes differentially expressed in lung cancer tissues.

Bioinformatics (Oxford, England) ·Vol. 21 ·No. 23 ·2005-12-01 ·Pages 4205-8

Wachi S, Yoneda K, Wu R

Abstract

Global protein interaction network (interactome) analysis provides an effective way to understand the relationships between genes. Through this approach, it was demonstrated that the essential genes in yeast tend to be highly connected as well as connected to other highly connected genes. This is in contrast to the genes that are not essential, which share neither of these properties. Using a similar interactome-transcriptome approach, the topological features in the interactome of differentially expressed genes in lung squamous cancer tissues are assessed. This analysis reveals that the genes that are differentially elevated, as obtained from the microarray gene profiling data, in cancer are well connected, whereas the suppressed genes and randomly selected ones are less so. These results support the notion that a topological analysis of cancer genes using protein interaction data will allow the placement of the list of genes, often of the disparate nature, into the global, systematic context of the cell. The result of this type of analysis may provide the rationale for therapeutic targets in cancer treatment.

MeSH Terms
Algorithms Cluster Analysis Computational Biology/methods Computers Databases, Protein Gene Expression Profiling Gene Expression Regulation, Neoplastic Genome, Human Genomics/methods Humans Lung/pathology Lung Neoplasms/genetics,metabolism Oligonucleotide Array Sequence Analysis Protein Interaction Mapping Proteome RNA, Messenger/metabolism Software Transcription, Genetic
Chemicals
Proteome RNA, Messenger
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Wachi Shinichiro
Center for Comparative Respiratory Biology and Medicine and Division of Pulmonary/Critical Care Medicine, University of California Davis, CA 95616, USA. swachi@ucdavis.edu
Yoneda Ken
Wu Reen
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Article Info
Journal
Bioinformatics (Oxford, England)
Abbr.
Bioinformatics
ISSN
1367-4803
Published
2005-12-01
Epub
2005-00-27
Pages
4205-8
Language
English
Region
England
NLM ID
9808944
PMCID
PMC4631381
Subset
IM
Grants
NHLBI NIH HHS · HL077315 · United States
NHLBI NIH HHS · HL35635 · United States
NHLBI NIH HHS · HL077902 · United States
NHLBI NIH HHS · R01 HL077902 · United States
NHLBI NIH HHS · R37 HL035635 · United States
NHLBI NIH HHS · R01 HL077315 · United States
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