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Updated: Jan 27, 2026

Automated Robotic Liquid Handling Assembly of Modular DNA Devices
Published on: December 1, 2017
MoGAAAP: a modular Snakemake workflow for automated genome assembly and annotation with quality assessment
Dirk-Jan M van Workum1, Kuntal K Dey2, Alexander Kozik2
1Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands.
This study introduces a user-friendly pipeline for automated genome assembly and annotation, producing high-quality genomes for comparative genomics. The tool offers comprehensive quality assessment, aiding researchers in refining genomic data for various species.
Area of Science:
- Genomics
- Bioinformatics
- Computational Biology
Background:
- High-throughput sequencing technologies necessitate standardized and automated methods for genome assembly and annotation.
- Producing high-quality genomes is crucial for downstream applications like comparative (pan)genomics.
Purpose of the Study:
- To develop a species-agnostic pipeline for automated, high-quality genome assembly and annotation.
- To integrate various sequencing data types (HiFi, ONT, Hi-C) for robust genome reconstruction.
- To provide comprehensive quality assessment reports for manual refinement and pangenome visualization.
Main Methods:
- Development of a Snakemake-based pipeline integrating existing bioinformatics tools.
- Input accommodates HiFi reads, with optional support for ultra-long ONT and Hi-C reads.
- Automated generation of quality assessment metrics including completeness, contamination, and pangenome overview.
Main Results:
- A species-agnostic pipeline, MoGAAAP, was successfully implemented for genome assembly and annotation.
- The pipeline produces extensive quality assessment reports, facilitating manual data refinement.
- It enables the generation of a concise pangenome view for related individuals and a reference genome.
Conclusions:
- The MoGAAAP pipeline offers a standardized and automated solution for generating high-quality annotated genomes.
- Its comprehensive quality control features support accurate genome assembly and annotation refinement.
- The pipeline is readily accessible via GitHub, Zenodo, and Bioconda for broad research community use.
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