The surge in high-throughput omics data has reshaped the landscape of biological research, underlining the need for powerful, user-friendly data analysis and interpretation tools. This paper presents GenoCraft, a web-based comprehensive software solution designed to handle the entire pipeline of omics data processing. GenoCraft offers a unified platform featuring advanced bioinformatics tools, covering all aspects of omics data analysis. It encompasses a range of functionalities, such as normalization, quality control, differential analysis, network analysis, pathway analysis, and diverse visualization techniques. This software makes state-of-the-art omics data analysis more accessible to a wider range of users. With GenoCraft, researchers and data scientists have access to an array of cutting-edge bioinformatics tools under a user-friendly interface, making it a valuable resource for managing and analyzing large-scale omics data. The API with an interactive web interface is publicly available at https://genocraft.stanford. edu/. We also release all the codes in https://github.com/futianfan/GenoCraft.
翻译:高通量组学数据的激增重塑了生物学研究的格局,凸显了对强大且用户友好的数据分析和解读工具的迫切需求。本文介绍了GenoCraft,这是一个基于网络的综合性软件解决方案,旨在处理组学数据处理的完整流程。GenoCraft提供了一个统一的平台,集成了先进的生物信息学工具,涵盖了组学数据分析的各个方面。它包含一系列功能,例如标准化、质量控制、差异分析、网络分析、通路分析以及多样化的可视化技术。该软件使最先进的组学数据分析能够为更广泛的用户所使用。通过GenoCraft,研究人员和数据科学家可以在一个用户友好的界面下访问一系列尖端的生物信息学工具,使其成为管理和分析大规模组学数据的宝贵资源。该软件提供具有交互式网络界面的API,公开访问地址为 https://genocraft.stanford.edu/。我们也在 https://github.com/futianfan/GenoCraft 发布了所有代码。