TagGD

TagGD generates DNA barcodes and demultiplexes multiplexed next-generation sequencing (NGS) data to maximize sample throughput while tolerating sequencing errors.


Key Features:

  • Customizable Barcode Generation: Generates thousands of unique barcodes that adhere to user-defined constraints.
  • Error-aware Design: Accounts for insertion, deletion, and substitution errors during barcode design to minimize experimental interference.
  • High-speed Performance: Capable of designing 20,000 barcodes of length 18 within five minutes.
  • Accurate Demultiplexing: Maintains full demultiplexing accuracy at error rates up to 2% and can process up to 2 million barcoded Illumina HiSeq-like reads within five minutes.
  • Multiplexing Scalability: Supports extensive multiplexing where sample abundance allows, enabling high-throughput experiments.

Scientific Applications:

  • Genomics: Enables multiplexed NGS for simultaneous sequencing of many genomic samples.
  • Transcriptomics: Supports multiplexed RNA-seq experiments to increase sample throughput.
  • Metagenomics: Facilitates large-scale multiplexed metagenomic sequencing of complex communities.

Methodology:

Uses an algorithm that explicitly accounts for insertion, deletion, and substitution errors during barcode design and demultiplexing to enable rapid processing of large datasets.

Topics

Details

Tool Type:
command-line tool
Operating Systems:
Linux, Windows, Mac
Programming Languages:
C++
Added:
8/3/2017
Last Updated:
11/25/2024

Operations

Publications

Costea PI, Lundeberg J, Akan P. TagGD: Fast and Accurate Software for DNA Tag Generation and Demultiplexing. PLoS ONE. 2013;8(3):e57521. doi:10.1371/journal.pone.0057521. PMID:23469199. PMCID:PMC3587622.

Documentation

Links