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Updated: Nov 18, 2025

Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Genome annotation of disease-causing microorganisms
Yibo Dong1, Chang Li1, Kami Kim2
1College of Public Health, University of South Florida, Tampa, FL, USA.
Abstract:
Humans have coexisted with pathogenic microorganisms throughout its history of evolution. We have never halted the exploration of pathogenic microorganisms. With the improvement of genome-sequencing technology and the continuous reduction of sequencing costs, an increasing number of complete genome sequences of pathogenic microorganisms have become available. Genome annotation of this massive sequence information has become a daunting task in biological research. This paper summarizes the approaches to the genome annotation of pathogenic microorganisms and the available popular genome annotation tools for prokaryotes, eukaryotes and viruses. Furthermore, real-world comparisons of different annotation tools using 12 genomes from prokaryotes, eukaryotes and viruses were conducted. Current challenges and problems were also discussed.
Insights
Genome annotation of pathogenic microorganisms is crucial for biological research. This paper reviews annotation tools and compares their performance across prokaryotic, eukaryotic, and viral genomes.
Area of Science:
- Microbiology
- Bioinformatics
- Genomics
Background:
- Pathogenic microorganisms pose continuous evolutionary challenges to humans.
- Advances in genome sequencing yield vast amounts of microbial genomic data.
- Genome annotation is essential for interpreting this data but presents significant challenges.
Purpose of the Study:
- To summarize genome annotation approaches for pathogenic microorganisms.
- To review popular genome annotation tools for prokaryotes, eukaryotes, and viruses.
- To provide a comparative analysis of these tools.
Main Methods:
- Literature review of genome annotation methodologies.
- Selection and categorization of popular genome annotation software.
- Comparative performance evaluation using 12 diverse microbial genomes (prokaryotes, eukaryotes, viruses).
Main Results:
- Identification of key genome annotation strategies and tools.
- Empirical comparison highlighting the strengths and weaknesses of different annotation software.
- Discussion of current limitations and future directions in microbial genome annotation.
Conclusions:
- Genome annotation tools vary in performance depending on the organism type (prokaryote, eukaryote, virus).
- Informed selection of annotation tools is critical for accurate biological interpretation.
- Further development is needed to address existing challenges in microbial genome annotation.
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