Boolean implication networks derived from large scale, whole genome microarray datasets.

Abstract:

:We describe a method for extracting Boolean implications (if-then relationships) in very large amounts of gene expression microarray data. A meta-analysis of data from thousands of microarrays for humans, mice, and fruit flies finds millions of implication relationships between genes that would be missed by other methods. These relationships capture gender differences, tissue differences, development, and differentiation. New relationships are discovered that are preserved across all three species.

journal_name

Genome Biol

journal_title

Genome biology

authors

Sahoo D,Dill DL,Gentles AJ,Tibshirani R,Plevritis SK

doi

10.1186/gb-2008-9-10-r157

subject

Has Abstract

pub_date

2008-10-30 00:00:00

pages

R157

issue

10

eissn

1474-7596

issn

1474-760X

pii

gb-2008-9-10-r157

journal_volume

9

pub_type

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