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Updated: Jun 22, 2026

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Translational bioinformatics applications in genome medicine
1Stanford Center for Biomedical Informatics, Department of Medicine and Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA, and Lucile Packard Children's Hospital, Palo Alto, CA 94304, USA. abutte@stanford.edu.
Bioinformaticians are shifting from support roles to leading medical discovery by asking key questions. This evolution is driven by data accessibility, cross-experiment data integration, and standardized methods, enabling new insights into human health and disease.
Area of Science:
- Bioinformatics and Computational Biology
- Genomic Medicine
- Translational Research
Background:
- Bioinformaticians traditionally supported genomic experiments in analytic and engineering roles.
- Recent advancements enable bioinformaticians to take primary scientific roles in medical research.
Discussion:
- The field of bioinformatics is poised for a significant evolution, moving towards a primary role in medical discovery.
- This shift is supported by the increasing public availability of data, enabling broader analysis.
- The intersection of data across diverse experiments and the commoditization of analytical methods further empower bioinformaticians.
Key Insights:
- Bioinformaticians can now drive primary medical discovery by asking and answering critical questions.
- Streamlined validation processes facilitate quicker translation of findings.
- Four key factors enable this transition: data availability, data intersection, method commoditization, and validation.
Outlook:
- Bioinformaticians are encouraged to engage more deeply in translational research.
- Recommendations are provided for those seeking to advance their involvement in medical discovery.
- This strategic shift promises to accelerate breakthroughs in understanding and treating human diseases.
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