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Related Experiment Video

Updated: Mar 31, 2026

Novel Sequence Discovery by Subtractive Genomics
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Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler.

Kiran Gopinath Bankar1, Vivek Nagaraj Todur1, Rohit Nandan Shukla1

  • 1Genome Informatics Research Group, Bionivid Technology Pvt Ltd, Bangalore 560043, India.

Genomics Data
|October 21, 2015
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Summary

Next Generation Sequencing enables de novo transcriptome assembly without a genome. This study presents an improved method using Illumina reads and Trinity Assembler for enhanced transcriptome data quality.

Keywords:
De novo transcriptome assemblyIlluminaTrinity

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Area of Science:

  • Bioinformatics
  • Genomics
  • Transcriptomics

Background:

  • Next Generation Sequencing (NGS) allows de novo transcriptome assembly for organisms lacking a reference genome.
  • Illumina sequencing is a prevalent platform due to its data quality, quantity, and cost-effectiveness.
  • Several de novo transcriptome assemblers are available for constructing transcriptomes.

Purpose of the Study:

  • To achieve an ameliorated de novo transcriptome assembly using Illumina sequencing reads.
  • To evaluate and improve transcriptome assembly generated by the Trinity Assembler.

Main Methods:

  • Utilized sequence reads from the Illumina platform.
  • Employed the Trinity Assembler for the initial de novo transcriptome assembly.
  • Developed an amelioration approach based on transcript length, coverage, depth, and protein homology.

Main Results:

  • The primary Trinity assembly was successfully ameliorated.
  • The amelioration process improved key metrics including transcript length, coverage, and depth.
  • Protein homology was used as a criterion for refining the assembly.

Conclusions:

  • The proposed amelioration approach is reproducible.
  • This method enhances the sensitivity and specificity of the assembled transcriptome.
  • Improved transcriptome assembly is crucial for transcript validation and downstream biological assays.