Literature DB >> 21068463

Visualization and analysis of a cardio vascular disease- and MUPP1-related biological network combining text mining and data warehouse approaches.

Björn Sommer1, Evgeny S Tiys, Benjamin Kormeier, Klaus Hippe, Sebastian J Janowski, Timofey V Ivanisenko, Anatoly O Bragin, Patrizio Arrigo, Pavel S Demenkov, Alexey V Kochetov, Vladimir A Ivanisenko, Nikolay A Kolchanov, Ralf Hofestädt.   

Abstract

Detailed investigation of socially important diseases with modern experimental methods has resulted in the generation of large volume of valuable data. However, analysis and interpretation of this data needs application of efficient computational techniques and systems biology approaches. In particular, the techniques allowing the reconstruction of associative networks of various biological objects and events can be useful. In this publication, the combination of different techniques to create such a network associated with an abstract cell environment is discussed in order to gain insights into the functional as well as spatial interrelationships. It is shown that experimentally gained knowledge enriched with data warehouse content and text mining data can be used for the reconstruction and localization of a cardiovascular disease developing network beginning with MUPP1/MPDZ (multi-PDZ domain protein).

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Year:  2010        PMID: 21068463     DOI: 10.2390/biecoll-jib-2010-148

Source DB:  PubMed          Journal:  J Integr Bioinform        ISSN: 1613-4516


  5 in total

1.  Molecular association of pathogenetic contributors to pre-eclampsia (pre-eclampsia associome).

Authors:  Andrey S Glotov; Evgeny S Tiys; Elena S Vashukova; Vladimir S Pakin; Pavel S Demenkov; Olga V Saik; Timofey V Ivanisenko; Olga N Arzhanova; Elena V Mozgovaya; Marina S Zainulina; Nikolay A Kolchanov; Vladislav S Baranov; Vladimir A Ivanisenko
Journal:  BMC Syst Biol       Date:  2015-04-15

2.  ANDSystem: an Associative Network Discovery System for automated literature mining in the field of biology.

Authors:  Vladimir A Ivanisenko; Olga V Saik; Nikita V Ivanisenko; Evgeny S Tiys; Timofey V Ivanisenko; Pavel S Demenkov; Nikolay A Kolchanov
Journal:  BMC Syst Biol       Date:  2015-04-15

3.  Finding biomarkers in non-model species: literature mining of transcription factors involved in bovine embryo development.

Authors:  Nicolas Turenne; Evgeniy Tiys; Vladimir Ivanisenko; Nikolay Yudin; Elena Ignatieva; Damien Valour; Séverine A Degrelle; Isabelle Hue
Journal:  BioData Min       Date:  2012-08-29       Impact factor: 2.522

4.  Computer Analysis of Glioma Transcriptome Profiling: Alternative Splicing Events.

Authors:  Vladimir N Babenko; Natalya V Gubanova; Anatoly O Bragin; Irina V Chadaeva; Gennady V Vasiliev; Irina V Medvedeva; Alexey S Gaytan; Alexey L Krivoshapkin; Yuriy L Orlov
Journal:  J Integr Bioinform       Date:  2017-09-18

5.  JIB.tools 2.0 - A Bioinformatics Registry for Journal Published Tools with Interoperability to bio.tools.

Authors:  Marcel Friedrichs; Alban Shoshi; Piotr Jaroslaw Chmura; Jon Ison; Veit Schwämmle; Falk Schreiber; Ralf Hofestädt; Bjorn Sommer
Journal:  J Integr Bioinform       Date:  2020-01-08
  5 in total

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