Data integration in the era of omics: current and future challenges

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Abstract

To integrate heterogeneous and large omics data constitutes not only a conceptual challenge but a practical hurdle in the daily analysis of omics data. With the rise of novel omics technologies and through large-scale consortia projects, biological systems are being further investigated at an unprecedented scale generating heterogeneous and often large data sets. These data-sets encourage researchers to develop novel data integration methodologies. In this introduction we review the definition and characterize current efforts on data integration in the life sciences. We have used a web-survey to assess current research projects on data-integration to tap into the views, needs and challenges as currently perceived by parts of the research community.

Autore Pugliese

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  • Gomez-Cabrero D.; Abugessaisa I.; Maier D.; Teschendorff A.; Merkenschlager M.; Gisel A.; Ballestar E.; Bongcam-Rudloff E.; Conesa A.; Tegner J.

Titolo volume/Rivista

BMC systems biology

Anno di pubblicazione

2014

ISSN

1752-0509

ISBN

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Numero di citazioni Wos

Nessuna citazione

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Codici ASJC

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