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Leveraging CyVerse Resources for De Novo Comparative Transcriptomics of Underserved Non-model Organisms
Published on: May 9, 2017
Next-generation biology: Sequencing and data analysis approaches for non-model organisms
Rute R da Fonseca1, Anders Albrechtsen1, Gonçalo Espregueira Themudo2
1The Bioinformatics Centre, Department of Biology, University of Copenhagen, Copenhagen, Denmark.
Genomic studies of non-model organisms are now feasible thanks to affordable sequencing. This review guides researchers on choosing methods and managing data for evolutionary studies with limited resources and challenging samples.
Area of Science:
- Genomics
- Evolutionary Biology
- Bioinformatics
Background:
- Affordable sequencing technologies enable large-scale evolutionary studies for any organism.
- Researching non-model organisms presents challenges in selecting appropriate methods, managing budgets, and handling difficult sample materials.
- Advances in sequencing technology offer new research opportunities but require careful consideration of method assumptions and limitations.
Purpose of the Study:
- To provide an overview of current sequencing technologies and high-throughput data analysis pipelines.
- To contextualize DNA sequencing applications for non-model organism biology.
- To offer practical advice for researchers working with non-model organisms.
Main Methods:
- Review of current high-throughput DNA sequencing technologies.
- Analysis of typical data analysis pipelines.
- Discussion of applications in non-model organism research.
Main Results:
- An overview of sequencing technologies and data analysis methods.
- Contextualization of applications for non-model organisms.
- Guidance on managing unconventional samples and low-depth sequencing data.
Conclusions:
- Researchers can leverage advanced sequencing for non-model organism genomics.
- Effective strategies are available for comparative and population genetics without full genome assembly.
- Awareness of method limitations is crucial for successful evolutionary studies in non-model organisms.
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