Bioanalysis Zone

Integrated biomarker discovery: combining heterogeneous data


“The most valuable biomarkers may well be integrated sets, best discovered through the systematic application of multianalyte assays from a variety of instrument platforms, spanning several levels of biological processes.”

As a research community, we are seeing an increase in the number of analytes that can be measured in a single assay, and an increase in the number of studies that perform multiple assays on the same samples [1]. To fully exploit the resulting data, we need to combine heterogeneous data from diverse assays, associated sample-descriptive data, and clinical and demographic data into a cohesive whole. The discipline of data warehousing offers established tools and techniques for combining heterogeneous data. Recent advances in computing technology make data warehousing cheaper and faster.

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