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Journal ArticleDOI

GenomeTools: A Comprehensive Software Library for Efficient Processing of Structured Genome Annotations

TLDR
The GenomeTools, a convenient and efficient software library and associated software tools for developing bioinformatics software intended to create, process or convert annotation graphs, strictly follow the annotation graph approach, offering a unified graph-based representation.
Abstract
Genome annotations are often published as plain text files describing genomic features and their subcomponents by an implicit annotation graph. In this paper, we present the GenomeTools, a convenient and efficient software library and associated software tools for developing bioinformatics software intended to create, process or convert annotation graphs. The GenomeTools strictly follow the annotation graph approach, offering a unified graph-based representation. This gives the developer intuitive and immediate access to genomic features and tools for their manipulation. To process large annotation sets with low memory overhead, we have designed and implemented an efficient pull-based approach for sequential processing of annotations. This allows to handle even the largest annotation sets, such as a complete catalogue of human variations. Our object-oriented C-based software library enables a developer to conveniently implement their own functionality on annotation graphs and to integrate it into larger workflows, simultaneously accessing compressed sequence data if required. The careful C implementation of the GenomeTools does not only ensure a light-weight memory footprint while allowing full sequential as well as random access to the annotation graph, but also facilitates the creation of bindings to a variety of script programming languages (like Python and Ruby) sharing the same interface.

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Citations
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Journal ArticleDOI

Refined ab initio gene predictions of Heterorhabditis bacteriophora using RNA-seq.

TL;DR: A methodology is presented for leveraging RNA-seq evidence to generate improved annotations using ab initio gene prediction software for entomopathogenic nematode Heterorhabditis bacteriophora, demonstrating the importance of coupling transcriptional data with genome assemblies.
Posted ContentDOI

Seqping: Gene Prediction Pipeline for Plant Genomes using Self- Trained Gene Models and Transcriptomic Data

TL;DR: An automated pipeline that performs gene prediction using selftrained HMM models and transcriptomic data is reported that performed better than the use of the closest related HMM from a standalone program.
Dissertation

Developing a bioinformatics framework for proteogenomics

Brett Chapman
TL;DR: It is critically important to incorporate proteomics data into genome annotation pipelines to provide experimental protein-coding evidence, and this thesis addresses the existing gap between the use of genomic and proteomic sources for accurate genome annotation by applying a proteogenomics approach with a customised methodology.
Posted ContentDOI

Long Read Annotation (LoReAn): automated eukaryotic genome annotation based on long-read cDNA sequencing

TL;DR: It is shown that LoReAn outperforms popular annotation pipelines by integrating single-molecule cDNA sequencing data generated from either the PacBio or MinION sequencing platforms, and correctly predicting gene structure and capturing genes missed by other annotation pipelines.
References
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Book

Design Patterns: Elements of Reusable Object-Oriented Software

TL;DR: The book is an introduction to the idea of design patterns in software engineering, and a catalog of twenty-three common patterns, which most experienced OOP designers will find out they've known about patterns all along.
Book

Introduction to Algorithms

TL;DR: The updated new edition of the classic Introduction to Algorithms is intended primarily for use in undergraduate or graduate courses in algorithms or data structures and presents a rich variety of algorithms and covers them in considerable depth while making their design and analysis accessible to all levels of readers.
Journal ArticleDOI

BEDTools: a flexible suite of utilities for comparing genomic features

TL;DR: A new software suite for the comparison, manipulation and annotation of genomic features in Browser Extensible Data (BED) and General Feature Format (GFF) format, which allows the user to compare large datasets (e.g. next-generation sequencing data) with both public and custom genome annotation tracks.
Journal ArticleDOI

The variant call format and VCFtools

TL;DR: VCFtools is a software suite that implements various utilities for processing VCF files, including validation, merging, comparing and also provides a general Perl API.
Book ChapterDOI

Introduction to Algorithms

Xin-She Yang
TL;DR: This chapter provides an overview of the fundamentals of algorithms and their links to self-organization, exploration, and exploitation.
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