Research Articles
Beyond the Standard Code: Strategies for Predicting Genes with Non-Canonical RBS Patterns
Accurate gene prediction is fundamental to genomic annotation but remains challenged by non-canonical Ribosome Binding Site (RBS) patterns that evade detection by traditional methods.
Advancing Archaeal Genomics: Strategies for Accurate Gene Start Prediction
Accurate prediction of gene starts is a critical yet challenging frontier in archaeal genomics, directly impacting the interpretation of genetic regulation, proteome boundaries, and downstream drug discovery efforts.
Strategies for Reducing False Positives in Prokaryotic Gene Prediction: A Guide for Biomedical Researchers
Accurate prokaryotic gene annotation is critical for functional genomics and drug discovery, yet high false-positive rates persistently undermine the reliability of automated predictions.
Building a Robust Functional Annotation Pipeline: From Gene Calls to Actionable Biological Insights
This article provides a comprehensive guide for researchers and drug development professionals on constructing and executing a high-quality functional annotation pipeline following gene calling.
From Contigs to Genes: A Comprehensive Guide to Metagenomic Gene Prediction for Biomedical Research
This article provides a comprehensive guide for researchers and drug development professionals on the end-to-end process of predicting genes from metagenomic contigs.
Accurate Gene Prediction in Long-Read Microbial Genomes: Methods, Tools, and Clinical Applications
This article provides a comprehensive guide for researchers and drug development professionals on leveraging long-read sequencing for microbial gene prediction.
Accurate Gene Start Annotation: A Practical StartLink+ Workflow for Genomic Analysis and Drug Development
Accurate identification of translation initiation sites is a critical yet challenging step in prokaryotic genome annotation, with major implications for downstream functional analysis and drug target identification.
A Comprehensive Guide to Prokaryotic Pan-Genome Analysis with PGAP2: From Setup to Advanced Applications
This article provides a complete guide for researchers and bioinformaticians to set up and run PGAP2, a next-generation toolkit for prokaryotic pan-genome analysis.
Integrating Gene Prediction into Microbial Annotation Pipelines: Strategies, Tools, and Best Practices for Biomedical Research
Accurate gene prediction is the critical first step in transforming raw microbial sequencing data into biologically meaningful insights, directly impacting applications in drug discovery and clinical diagnostics.
How to Run Prodigal for Prokaryotic Gene Prediction: A Complete Guide for Researchers
This guide provides a comprehensive overview of using Prodigal (PROkaryotic DYnamic programming Gene-finding ALgorithm) for fast, accurate protein-coding gene prediction in prokaryotic genomes.