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Can all heritable biology really be reduced to a single dimension?
Gregory A Babbitt1, Erin E Coppola2, Mohammed A Alawad3
1Thomas H. Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester 14623, NY, USA.
Gene
|January 3, 2016
Summary
Bioinformatics often abstracts genetic information from DNA, overlooking molecular reality. This study argues for integrating molecular dynamics and 3D structures for a more complete understanding of gene function.
Area of Science:
- Bioinformatics
- Molecular Biology
- Genomics
Background:
- The prevailing view in bioinformatics abstracts genetic and epigenetic information from the physicochemical properties of DNA.
- This perspective, originating from early DNA structure models, emphasizes nucleobase sequence over molecular complexity.
- This has led to a focus on DNA sequencing, reducing complex biology to one-dimensional data.
Purpose of the Study:
- To explore the epistemological boundary between bioinformatics and molecular biology.
- To caution against an overly bioinformatic approach in genomics.
- To advocate for studying the genome from its molecular reality.
Main Methods:
- Reviewing emerging bioinformatic methods that incorporate 3D structural data.
- Analyzing the limitations of sequence-based and structure-based approaches.
- Highlighting the necessity of considering molecular dynamics.
Main Results:
- Evidence challenging the abstraction of genetic information from molecular details has been accumulating.
- Newer bioinformatic methods are beginning to incorporate 3D structural data.
- Even hybrid methods often neglect the crucial role of molecular dynamics.
Conclusions:
- An 'overtly' bioinformatic perspective risks oversimplifying complex biological systems.
- Integrating 3D structures is a step towards a more holistic view.
- The fourth dimension, molecular dynamics over time, is essential for fully understanding gene function.
Keywords:
BioinformaticsDNA sequencingEpigeneticsGeneGeneticsMolecular biologyMolecular dynamicsMutationNucleic acidsProtein structureMore Related Videos
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