A new implementation method of the reverse engineering algorithm to elucidate gene functional dependencies (特集 フィジオームに向けた生体工学)

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概要

• 論文の詳細を見る

• Various clustering methods are applied to characterizing gene expression data from DNA microarrays. However, to elucidate functional dependencies of genes analysis of their associations is important. The REVerse Engineering ALgorithm (REVEAL) was developed for analyzing the functional dependencies. Although the algorithm has been tested using binary models of genetic networks, it remains unclear how the method or similar technology will operate with systems of continuous variables. In this study, first, the REVEAL was examined using noisy, continuous data and the results suggested that its application to such data required considerable refinement of the algorithm. Then a new implementation method of REVEAL was proposed. This implementation method was tested through numerical experiments. The results of the simulations demonstrated the potential of the proposed method for extracting gene associations.

• 社団法人 電気学会の論文
• 2007-10-01

著者

• Kohane Isaac

  Informatics Program Childrens's Hospital Harvard Medical School

• Fukuoka Yutaka

  School Of Biomedical Science Tokyo Medical And Dental University

• Ueno Akinori

  Graduate School Of Science And Engineering Tokyo Denki University

• INAOKA Hidenori

  Institute of Biomaterials and Biomedical Engineering, Tokyo Medical and Dental University

• Inaoka Hidenori

  Institute Of Biomaterials And Biomedical Engineering Tokyo Medical And Dental University

関連論文

• A new implementation method of the reverse engineering algorithm to elucidate gene functional dependencies (特集 フィジオームに向けた生体工学)

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