A proof of the DBRF-MEGN method, an algorithm for deducing minimum equivalent gene networks

Author:

Kyoda Koji,Baba Kotaro,Kitano Hiroaki,Onami Shuichi

Abstract

Abstract Background We previously developed the DBRF-MEGN (d ifference-b ased r egulation f inding-m inimum e quivalent g ene n etwork) method, which deduces the most parsimonious signed directed graphs (SDGs) consistent with expression profiles of single-gene deletion mutants. However, until the present study, we have not presented the details of the method's algorithm or a proof of the algorithm. Results We describe in detail the algorithm of the DBRF-MEGN method and prove that the algorithm deduces all of the exact solutions of the most parsimonious SDGs consistent with expression profiles of gene deletion mutants. Conclusions The DBRF-MEGN method provides all of the exact solutions of the most parsimonious SDGs consistent with expression profiles of gene deletion mutants.

Publisher

Springer Science and Business Media LLC

Subject

Information Systems and Management,Health Informatics,Computer Science Applications,Information Systems

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