Data Analysis in Transcriptomics and Metabolomics Clinical Applications

• In the last couple of decades, transcriptomics and metabolomics technologies have been used for the simultaneous detection and quantification of hundreds to thousands of transcripts and metabolites in several clinical studies. Depending on the aim of the study or its design, different data analysis methodologies and pipelines have been applied to extract relevant information from these studies and aid in their interpretation. Using selected examples in the clinical context, this chapter reviews some of these data analysis strategies commonly applied to transcriptomics and metabolomics datasets, both separately and in an integrated manner.

Ämnesord

NATURVETENSKAP  -- Data- och informationsvetenskap -- Annan data- och informationsvetenskap (hsv//swe)

NATURAL SCIENCES  -- Computer and Information Sciences -- Other Computer and Information Science (hsv//eng)

Nyckelord

Data analysis

Data integration

LC-MS

Metabolomics

Personalized medicine

Transcriptomics

Publikations- och innehållstyp

ref (ämneskategori)

kap (ämneskategori)