Scalable Molecular Pipelines for FAIR and Reusable BICAN Molecular Data

点击翻译按钮获取中文摘要

PROJECT SUMMARY This project will create scalable resources that will be critical to the development of BRAIN Initiative Cell Atlas Network (BICAN) consortium brain atlases. This team will focus on the development of common molecular data processing pipelines that are cloud-native and FAIR. Starting with an already established portfolio of BICCN pipelines and community relationships developed in previous funding, this portfolio will be updated and extended in collaboration with the BICAN community. Leveraging and improving existing integration between the BICCN molecular (NeMO) archive and cloud-computing environment (Terra), this team will process data sets, prioritized by the BICAN community and in support of joint analysis for atlas building. These pipelines will produce data with a comprehensive panel of metrics that our team will leverage to perform quality control and assure rigor in data processing and use. This team will work with analysis groups to confirm outputs of the pipelines are compatible with downstream analysis and are extended to incorporate critical downstream steps as they mature and are agreed upon by the BICAN community. The cloud computing environment used by this team will be open and available to the BICAN community and supported by a helpdesk, documentation, forums, and an annual workshop. As this infrastructure spans institutes, Terra is currently enabling BICCN working groups to share cloud resources and jointly analyze data in a common scalable space; this will continue to be true in the BICAN community. To enable visualizing, sharing and publishing of data, this team brings cloud programming environments (Terra), specialized scalable resources (Cirrocumulus, Pegasus), and publication portals (NeMO Analytics, and the Single Cell Portal) to be leveraged in consortium activities. These common resources will be critical to enable the BICAN community to come together and perform analysis that scales to the needs of BICAN atlas building efforts.