Assembly-Free Detection and Quantification of Transposable Elements with dnaPipeTE

Area of Science:

• Genomics
• Molecular Ecology
• Bioinformatics

Background:

• Transposable elements (TEs) are crucial in evolutionary genomics but difficult to detect and quantify.
• Current TE detection tools often rely on genome assemblies, limiting cross-species comparisons due to assembly completeness issues.

Purpose of the Study:

• To present dnaPipeTE as a solution for TE detection and quantification directly from unassembled short reads.
• To detail the methodology for comparative analysis of TE content between species using dnaPipeTE.

Main Methods:

• Utilizing dnaPipeTE, a bioinformatics tool designed for TE analysis from raw sequencing reads.
• Demonstrating the installation of a containerized version of dnaPipeTE for reproducibility.
• Outlining the step-by-step process for comparative TE analysis, including data pre-processing and output interpretation.

Main Results:

• dnaPipeTE enables direct TE detection, classification, and quantification from unassembled short reads, bypassing genome assembly limitations.
• The containerized version ensures consistent and reproducible analysis across different computational environments.
• The presented workflow facilitates robust comparative analysis of TE content between species or populations.

Conclusions:

• dnaPipeTE offers a robust and accessible method for analyzing transposable element content directly from short reads.
• This approach overcomes the limitations of genome assembly-dependent tools, improving the comparability of TE analyses.
• The detailed workflow supports researchers in conducting evolutionary and ecological studies involving transposable elements.