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What is Evo Designer?

Evo Designer, an innovative instrument developed by the Arc Institute, leverages the capabilities of the Evo 2 genomic foundation model to assist in both the creation and examination of DNA sequences. By allowing users to input nucleotide sequences or choose particular organisms, the platform generates tailored DNA sequences that meet specific research requirements. Moreover, it provides comprehensive annotations for coding regions and enables 3D visualizations of prokaryotic protein structures through ESMFold, thereby deepening users' comprehension of protein architecture. Additionally, Evo Designer assesses the complexity of sequences by calculating perplexity and per-nucleotide entropy, offering researchers insights into the variability of their data. Central to this tool is the Evo 2 model, which has been trained on a vast dataset exceeding 9 trillion nucleotides from a diverse range of prokaryotic and eukaryotic genomes. Harnessing an advanced deep learning framework, this model accurately represents biological sequences at a single-nucleotide level and can accommodate a context window of up to 1 million tokens, ensuring meticulous sequence analysis. The diverse features offered by Evo Designer significantly enhance genetic research, making it a crucial asset for scientists in the field. As a result, the tool not only streamlines the process of DNA sequence analysis but also fosters deeper insights into genetic structures and their functions.

What is AlphaGenome?

AlphaGenome is an innovative API and Python toolkit crafted by Google DeepMind, specifically tailored for the realm of computational genomics. This powerful tool allows researchers to input DNA sequences or genetic variants to gain insights into various aspects such as gene expression, RNA splicing, chromatin accessibility, transcription-factor interactions, histone modifications, and genomic interactions. Additionally, it offers variant scoring and aids in the examination of genomic regions across both human and mouse datasets, enriched with tutorials and reference materials to support the development of programmatic workflows. By utilizing this resource, researchers can delve into how genetic changes impact gene regulation and effectively prioritize hypotheses for further exploration. Access is provided through a hosted API, along with a Python package for implementation on local systems, and numerous notebook examples to facilitate practical use. Although AlphaGenome proves to be a significant asset for research endeavors, it is crucial to understand that it has not undergone validation for clinical or diagnostic use, and its predictions should not be interpreted as clinical results. Furthermore, the platform fosters collaboration among scientists by creating an interactive environment that enhances data analysis, encouraging the sharing of insights and findings within the research community.

Media

Media

Integrations Supported

Evo 2

Integrations Supported

Google Antigravity
Google Cloud Platform
Google Colab

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Free for non-commercial research use, subject to terms. Commercial research access is in private preview; commercial and enterprise workflows are also offered through Google Cloud.
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

Arc Institute

Company Location

United States

Company Website

arcinstitute.org/tools/evo/evo-designer

Company Facts

Organization Name

Google DeepMind

Date Founded

2010

Company Location

United Kingdom

Company Website

deepmind.google/science/alphagenome/

Categories and Features

Bioinformatics

Not specified

Molecular Modeling

Not specified

Categories and Features

Bioinformatics

Not specified

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