Publications
Use of semantic workflows to enhance transparency and reproducibility in clinical omics
Abstract
Background
Recent highly publicized cases of premature patient assignment into clinical trials, resulting from non-reproducible omics analyses, have prompted many to call for a more thorough examination of translational omics and highlighted the critical need for transparency and reproducibility to ensure patient safety. The use of workflow platforms such as Galaxy and Taverna have greatly enhanced the use, transparency and reproducibility of omics analysis pipelines in the research domain and would be an invaluable tool in a clinical setting. However, the use of these workflow platforms requires deep domain expertise that, particularly within the multi-disciplinary fields of translational and clinical omics, may not always be present in a clinical setting. This lack of domain expertise may put patient safety at risk and make these workflow platforms difficult to operationalize in a clinical …
- Date
- 2015
- Authors
- Christina L Zheng, Varun Ratnakar, Yolanda Gil, Shannon K McWeeney
- Journal
- Genome medicine
- Volume
- 7
- Pages
- 1-13
- Publisher
- BioMed Central