Top 10 Free Open-Source Genome Analysis Tools for Researchers
September 1, 2023Table of Contents
Best Genome Analysis Software: A Comprehensive List of Top 10 Tool
The best genome analysis software and tools are easily available for use and are often free genome analysis software. They are not just available as public web browsers but have good quality output results (publication-ready quality).
We have prepared a list of top 10 best Genome analysis tools and software. All of these are freely available on web servers for use by researchers. Go for any tool after understanding your research objective and the purpose of the software.
1. SpliceCenter
SpliceCenter: The All-In-One Bioinformatics Suite for Advanced Gene Splicing Analysis
Engineered by the Genomics and Bioinformatics Group, SpliceCenter stands as a comprehensive solution for probing the complexities of gene splicing variations and their implications in molecular biology. This state-of-the-art bioinformatics toolset is freely accessible and tailored for user-friendly exploration of genomic sequences across diverse species.
The platform offers a rich array of functionalities segmented into six primary toolsets—three focused on visually intuitive graphical outputs and another trio designed for batch processing of high-throughput genomic data. Among its key responsibilities, the software adeptly identifies and visualizes RNA regions.
Key Features
– Visualization Capabilities: The suite features a robust collection of visualization utilities, including siRNA-Check, Primer-Check, and Peptide-Check, providing comprehensive views into molecular interactions.
– Batch Processing Power: For those looking to analyze vast datasets, SpliceCenter boasts batch-enabled versions of its visualization tools, named Batch siRNA-Check, Batch-Primer-Check, and Batch Peptide-Check.
– In-Depth RNA Mapping: The software offers advanced graphical depictions, laying out the target locations of siRNA and shRNA within well-characterized splice gene variants.
– High-Throughput Analytics: Designed for scalability, SpliceCenter can process and evaluate a substantial volume of siRNA and shRNA molecules in parallel, making it ideal for big data applications.
– Primer and Probe Identification: One of its standout features is the system’s ability to identify primers and probes effectively, thereby facilitating a range of molecular biology applications.
With its robust, user-friendly design and multi-faceted capabilities, SpliceCenter sets a new standard in the realm of gene splicing analysis.
2. Phred
The Premier DNA Base-Calling Software with Cross-Platform Compatibility
As an essential part of the PHRED-PHRAP software package, Phred is a DNA base-calling application renowned for its high level of accuracy. Developed by CodonCode Corporation, this platform-independent software supports Windows, MacOS, Linux, and UNIX, making it a go-to resource for both academic researchers and commercial labs involved in DNA sequencing.
Phred distinguishes itself by easily integrating into automated data workflows. While the program inherently lacks a GUI (Graphical User Interface), a user-friendly graphical interface is provided for Windows and MacOS users.
The software reads DNA sequence chromatograms, analyzing the peaks to determine the DNA bases. It then assigns a quality score to each base call. Additionally, Phred seamlessly integrates with CodonCode Aligner for extended functionality.
Key Features
– Unmatched Accuracy: Phred leads the pack with high-precision base calling, registering 40-50% fewer errors compared to similar tools.
– Reliable Quality Scores: The base quality scores generated by Phred are widely recognized for their accuracy, lending credibility to your data.
– Precision Error Probabilities: Phred’s ability to accurately predict the probability of errors ensures the reliability of its base calls.
– Quality Assurance for Genomic Data: With its precise error probabilities and quality scores, Phred stands out as an ideal tool for evaluating the quality of genomic sequences.
With its reputation for accuracy and versatile compatibility, Phred is an invaluable tool for anyone involved in genomic sequencing.
3. DIALIGN
A Versatile Suite of Genome Sequence Alignment Tools by University of Göttingen
DIALIGN, a creation of the University of Göttingen’s GOBICS, is an innovative program for performing multiple sequence alignments. Available in various versions like Anchored DIALIGN, CHAOS DIALIGN, DIALIGN TX, and DIALIGN PFAM, this tool offers a user-friendly interface and a variety of functionalities. Hosted on the GOBICS web servers, DIALIGN allows users to tweak parameters for customized results.
The software excels in tasks such as multiple sequence alignments and also offers an interactive platform for visualizing the results. Each version of the software specializes in distinct tasks and provides different outputs, giving users the flexibility to select the most appropriate tool for their needs.
Key Features
– Flexible Sequence Alignment: DIALIGN offers multiple sequence alignment capabilities, and users can define optional constraints to refine results.
– CHAOS DIALIGN Specialization: This version focuses on both pairwise and multiple sequence alignments, especially suited for genomic sequences.
– Interactive Visualization with ABC: View alignments effortlessly with the built-in ABC visualization tool.
– Segment-Based Approaches: Utilizes both greedy and progressive methods for segment-based multiple sequence alignment.
– PFAM Integration: The DIALIGN PFAM version allows for the inclusion of PFAM hits in the alignment procedure, offering a comprehensive view of sequences.
In summary, DIALIGN is a robust and versatile suite of tools, ideal for anyone in need of advanced genome sequence alignment functionalities.
4. BioGPS
Your Go-To Portal for Customizable Gene Annotation and Genome Exploration
BioGPS is a free, adaptable platform dedicated to gene annotation and genomic information. It’s a treasure trove for those interested in understanding the nuances of genes, genomes, and proteins. Users have the freedom to interact with the software in four distinct ways, ranging from simple gene searches to creating custom gene and genome reports.
One of the unique aspects of BioGPS is its customizability. Users can tailor their Gene report layouts, giving them control over how data is displayed. Moreover, an extensive plug-in library is available, which can be adapted to meet various needs.
Key Features
– Simple Plug-In Interface: Users can easily add functionality with a simple plug-in interface, tailoring the platform to specific needs.
– Tech-Savvy Backend: Built on the robust Django web framework, BioGPS uses PostgreSQL for its database backend, ensuring reliable performance.
– Updated Gene Data: The platform provides up-to-date gene annotation data, keeping users in the loop with the latest information.
– Integrated Data Sources: BioGPS integrates common sources like NCBI and Ensembl, creating a comprehensive database for gene annotation.
In a nutshell, BioGPS is an invaluable resource for anyone looking to delve deep into the world of genomics, offering customizability, up-to-date information, and a user-friendly interface.
5.Genome Browser
An All-Inclusive Suite of Genome Analysis Tools
Genome Browser is a comprehensive set of publicly accessible genome analysis tools with a myriad of utilities, available for free on web servers. Whether you’re working on genome coordinate conversions or need to clean up DNA and protein sequences, Genome Browser has you covered.
The tools in Genome Browser’s portfolio range from the Batch Coordinate Conversion tool, which facilitates forward and reverse conversion between different genome assemblies, to the DNA and Protein Duster tools that remove non-sequence related characters from your input sequences.
Key Features
– Phylogenetic Tree Visualization: The Phylogenetic Tree PNG Maker tool allows users to create PNG images based on phylogenetic tree specifications. Users can adjust parameters like branch length, normalizing lengths, branch labels, and even the legend.
– Customizability: Genome Browser offers downloadable executable and source code, providing the flexibility to set up a personalized genome analysis environment.
– Integration with Outside Tools: The platform is compatible with a variety of external tools like bedtools, crossmap, makehub, trackhub, wiggletools, BEDOPS, and libBigWig, thereby extending its functionality and utility.
– Flexible Parameter Configuration: Users can tailor the tools to their specific needs by adjusting various parameters, making it a versatile choice for both beginners and seasoned researchers.
Genome Browser is a one-stop-shop for all your genome analysis needs, offering a variety of tools, customization options, and the capability to integrate external utilities, making it a versatile and indispensable resource in the field of genomics.
6. MAGeCK
MAGeck (Model-Based Analysis of Genome-Wide CRISPR-Cas9 Knockout) is a sophisticated computational resource tailored for zeroing in on important genes through comprehensive CRISPR-Cas9 knockout screenings. Originating from a joint effort between the Dana-Farber Cancer Institute and the Harvard School of Public Health, this software has rapidly gained prominence, earning mentions in more than 400 scholarly articles.
Designed with ease of use in mind, MAGeCK simplifies the entire gene screening workflow in knockout research and offers a wealth of learning materials for those new to the domain.
Key Features
– Precision and Sensitivity: Known for its remarkable accuracy, MAGeCK has a commendably low rate of false discoveries, making it an extremely reliable tool for identifying critical genes.
– Continuous Upgrades: The software is in a state of continual refinement, featuring both new capabilities and solutions to known issues, ensuring it stays ahead in the realm of CRISPR-Cas9 knockout assessments.
– Active User and Developer Involvement: The tool benefits from a dynamic user base and dedicated developers, which leads to consistent enhancements and updates.
– Visual Data Representation: One of the tool’s standout features is its ability to produce graphs and visuals that are of a caliber suitable for academic publication.
MAGeCK serves as an invaluable asset for those delving into large-scale CRISPR-Cas9 knockout studies. Its high level of precision, user-friendly design, and an actively engaged community make it an optimal choice for both academic and clinical investigations.
7. Breaking-Cas
Breaking-Cas is a genome based bioinformatics database software constituting the collection of genomes- fungi, plants, invertebrate Metazoa, protists and more. A freely available software that is widely used and cited in recognised journals.
Several parameters for search are provided by the tools such as organism name, several query sequences of DNA in fastA format only upto 20,000 nucleotides. A significant choice for nuclease enzyme is provided that lets you choose the most suitable enzyme.
It is recommended to use the predefined settings for optimised results. Suitable examples and tutorials are also provided to guide the beginners.
KEY FEATURES
Used widely for interactive design of a guide RNAs for CRISPR-Cas experiments for ENSEMBL genomes
Publication ready results are obtained
Flexibility in adjusting the parameters before executing the task
Very easy and simple pipeline to use
8. CRISPOR
CRISPOR is a specialized computational platform designed for the analysis of CRISPR/Cas9 systems, assisting in the crucial tasks of guide sequence design, evaluation, and cloning. This tool is freely accessible via its web server and can also be installed on personal computers running Windows, Linux, or OSX. To enable local usage, a pre-configured VirtualBox machine image is made available for download.
The utility offers a simplified three-step workflow for its users. Initially, you input a genomic sequence, ideally an exon, that’s under 2000 base pairs. Next, you choose from an extensive list of 637 available genomes to perform the analysis. Finally, you select a Protospacer Adjacent Motif (PAM) for the task.
Key Features
Trustworthy Results: CRISPOR delivers reliable and high-caliber outputs, making it a dependable tool for CRISPR/Cas9 analysis.
Swift and Accurate: The tool is engineered to produce fast, yet highly accurate results, maximizing both efficiency and reliability.
Low Sensitivity and Error Rates: The platform is characterized by its low sensitivity, which effectively minimizes the rate of errors in its outputs.
Chromosomal Range Input: A unique feature of this tool is its ability to accept chromosomal ranges as input, offering an alternative to sequence-based input.
Flexibility in Genome and PAM Selection: CRISPOR offers users the latitude to select their preferred genome and PAM during the second and third steps of the procedure, enhancing its adaptability.
CRISPOR stands as a versatile and reliable computational resource for anyone working with CRISPR/Cas9 systems, offering a blend of efficiency, accuracy, and user-friendly features.
9. ASCAT
Allele Specific Copy number Analysis of Tumours ASCAT tool is utilised for deriving copy number profiles of tumour cells. The tool in force tumour purity and ploidy from SNP array or massive parallel sequencing data.
ASCAT calculates whole genome Allele specific copy number profiles that is the number of copies of both parental alleles for all the SNP loci across the genome. The tool is also available as a package in R programming.
It is a species independent and works for Illumina and Affymetrix SNP arrays and parallel sequencing data. To increase the sensitivity in samples, ASPCF segmentation algorithm is applied that also lowers noise and increases robustness in noisy samples.
KEY FEATURES
The input requires matrices of BAF data
The normalisation with specific parameter is available
Various analysis can be executed such as GC correction
Updated core algorithm for better output and performance
Adaptations to allow manual refitting of samples and additions to output data structures
10. CoMet
CoMet is an openly accessible web-based platform specifically engineered for the comparative study of metagenomes, focusing on protein domain signature analysis. This server enables a detailed investigation into both the taxonomic and functional makeup of a given sample, contrasting it with pre-existing, publicly-shared data from prior research.
To execute a comprehensive analysis, the user starts by uploading the DNA sequences. From there, CoMet seamlessly takes over, performing a wide array of metagenomic assessments. This includes, but is not limited to, predicting genes, identifying protein domains, estimating taxon abundances across all life domains, and conducting metabolic profiling.
Key Features
– Pre-computed Profiles: CoMet boasts a database rich with over a thousand pre-calculated profiles, speeding up the identification and retrieval processes.
– Quick and Comparative Analysis: The tool offers fast and efficient ways to compare your sample with existing data, facilitating meaningful insights.
– User-friendly Output Formats: CoMet presents its findings in easily digestible graphical forms, making interpretation straightforward.
– Offline Data Storage: The platform provides tabular data that can be downloaded for offline, in-depth examination.
– Advanced Protein Domain Analysis: The tool enables intricate statistical comparisons involving protein domain counts.
– Gene Ontology Enrichment: CoMet offers gene set enrichment analysis, leveraging Gene Ontology terms for a more holistic understanding.
This article has thoroughly explored the top genome analysis software tools designed to analyze genomes from both known and mysterious species. All of the platforms discussed are web-accessible and free to the public. They vary in user-friendliness, with some featuring graphical user interfaces (GUIs) for ease of use, while others are command-line based. For those less familiar with command-line interfaces, tutorial resources and guides are readily available on the respective websites.