First Ever Allen Brain Atlas Hackathon Unleashes Big Data API to Push Neuroscience Forward
Allen Institute for Brain Science's abundance of public neuroscience data and open API foster creative innovation and new tool development to fuel breakthrough scientific discoveries
"This hackathon stems from our longstanding, open approach to science and our belief that putting our data-rich resources in the hands of the many and varied experts around the globe is the most effective way to drive progress in brain research," said Chinh Dang, Chief Technology Officer of the Allen Institute for Brain Science. "The hackathon projects delivered innovative ways of handling data, offering direct contributions to the informatics and programming communities as well as to neuroscience. We hope that this event serves as a springboard for others out in the community to use our API, and we look forward to seeing what can be done with it."
The Allen Institute for Brain Science is one of the biggest data producers in neuroscience, with rapidly growing data stores in the petabyte range that it makes publicly available through its Web-based Allen Brain Atlas resources (www.brain-map.org). These resources include, among others, anatomically and genomically comprehensive maps of genes at work in the mouse and human brains and receive approximately 50,000 visits each month from researchers around the globe.
The public API was created as an additional form of data sharing to spur community technology development and further empower scientists to make groundbreaking discoveries about the brain in health and disease—including insights into learning, cognition, development, Alzheimer's, obesity, schizophrenia, autism, and more—that will deliver better treatment options sooner. The hackathon coincided with the public release of the full Allen Brain Atlas API earlier this month, and a key goal of the event was to ignite community momentum and interest in using it.
Using the Allen Brain Atlas API, developers can create entirely new software applications, mashups and novel data mining tools for making sense of the large and ever-growing volumes of neuroscience data. The API offers data access across species, ages, disease and control states, providing a powerful means to compare many types of data (e.g., histology images, gene expression, and MRI) among many types of samples (e.g., ages, species or diseases).
"The Allen Institute is a leader in large-scale open science, known for providing high-quality data and online tools that advance brain research," said Sean Hill, Executive Director of the International Neuroinformatics Coordinating Facility (INCF). "With the Allen Brain Atlas Hackathon and their public API, they are bringing the same collaborative, community-focused approach to technology development and innovation that is at the core of INCF's mission."
The hackathon program was designed to provide scientists and programmers a solid foundation in using the Allen Brain Atlas API for data mining, data analysis and tools development. The event featured a handful of speakers from the Allen Institute, as well as external experts who had leveraged earlier versions of the API in their work. As a hands-on workshop, participants spent most of the time working on projects of their choice. The Allen Institute development team actively participated throughout the week to provide specific examples of API usage, as well as to team up with community participants to develop collaborative projects. Participants' presentations throughout the week showcased their projects and progress, stimulating new ideas and benefiting from the collective feedback and troubleshooting power of the entire group.
Projects ranged from practical applications, such as using a list of glioblastoma-related genes to discover biological patterns that could shed new light on the biology of the disease and developing strategies to use gene expression data with functional brain scanning technologies, to purely creative applications, including translating genomic data into music.
Source code from participants' projects will be made publicly available on the Allen Brain Atlas data portal (www.brain-map.org) as part of the Allen Institute's next public data release in October, as well as a through the INCF website (www.incf.org).
The Allen Brain Atlas Hackathon was hosted by the Allen Institute for Brain Science and funded jointly with the International Neuroinformatics Coordinating Facility (INCF).