Blue Brain Nexus

The BlueBrain Nexus is a provenance based, semantic enabled data management platform enabling the definition of an arbitrary domain of application for which there is a need to create and manage entities as well as their relations (e.g. provenance). For example, the domain of application managed by the Nexus platform deployed at Blue Brain is to digitally reconstruct and simulate the brain.

At the heart of the BlueBrain Nexus platform lies the Knowledge Graph; at BlueBrain, it will allow scientists to:

  1. Register and manage neuroscience relevant entity types through schemas that can reuse or extend community defined schemas (e.g. schema.org, bioschema.org, W3C-PROV) and ontologies (e.g. brain parcellation schemes, cell types, taxonomy).

  2. Submit data to the platform and describe their provenance using the W3C PROV model. Provenance is about how data or things are generated (e.g. protocols, methods used…), when (e.g. timeline) and by whom (e.g. people, software…). Provenance supports the data reliability and quality assessment as well as enables workflow reproducibility. Platform users can submit data either through web forms or programmatic interfaces.

  3. Search, discover, reuse and derive high-quality neuroscience data generated within and outside the platform for the purpose of driving their own scientific endeavours. Data can be examined by species, contributing laboratory, methodology, brain region, and data type, thereby allowing functionality not currently available elsewhere. The data are predominantly organized into atlases (e.g. Allen CCF, Waxholm) and linked to the KnowledgeSpace – a collaborative community-based encyclopedia linking brain research concepts to the latest data, models and literature.

It is to be noted that many other scientific fields (Astronomy, Agriculture, Bioinformatics, Pharmaceutical Industry, …) are in need of such a technology. Consequently, BlueBrain Nexus core technology is being developed to be agnostic of the domain it might be applied to.

Nexus Components

The Nexus platform is made up of a collection of services and web applications that work together to manage data stored within the system. The services and web applications are powered by a collection of libraries and tools built specifically to address the needs of the platform. Underneath it all there are popular open source technologies that we all know and love.

Nexus Services

Nexus KnowledgeGraph

This service is the heart of the BlueBrain Nexus platform. It allows users to define their domain, populate the knowledge graph with data, attach files to data. It also provides semantic search facilities to discover similar and relevant data in the platform.

Source Code | Documentation

Nexus Admin

This service manages the platform wide scopes for data and their configuration (i.e.: the API mapping).

Source Code | Documentation

Nexus IAM

This service manages the access to data within the platform. It makes use of configurable downstream OpenID Connect compliant identity providers to authenticate clients and manages the access controls for the entire platform.

Source Code | Documentation

Nexus Web Applications

Nexus Search

This web application allows users of the nexus platform to search in the knowledge graph. Beyond searching and inspecting data stored in the platform, its purpose is to enable the discovery of similar and related data.

Source Code

Nexus Explorer

This web application allows users to browse the data within the system.

Source Code

Nexus Docs

Generated documentation for the platform (this website).

Source Code | Website

Domains (Schemas, Vocabularies)

Nexus Core Schemas

nexus-schemaorg

SHACL version of a subset of schemas defined by schema.org that are commonly used in Blue Brain Nexus.

Source Code

nexus-prov

Data management oriented SHACL version of W3C PROV-O.

Source Code

Nexus domain specific components

Nexus BBP Data models

Data models that Blue Brain has developed in order to facilitate the integration of specific neuroscience data.

Source Code

Neuroshapes

A community effort to develop open SHACL schemas for FAIR (Findable, Accessible, Interoperable, Reproducible) neuroscience data.

Source Code

Nexus tools

Nexus CLI

A command line interface (CLI) to operate basic operation on a Nexus deployment.

Source Code

Nexus Python SDK

The Human Brain Project has developed an open source library called Pyxus to facilitate the use of Nexus with Python. This library will help Python users to integrate their tools with the Blue Brain Nexus platform. Initially, it will mainly enable the interface with the Knowledge Graph service.

Source Code