Coral: Clear and Customizable Visualization of Human Kinome Data

Coral is a user-friendly interactive web application for visualizing both quantitative and qualitative data. Unlike previous tools, Coral can encode data in three features (node color, node size, and branch color), allows three modes of kinome visualization (the traditional kinome tree as well as radial and dynamic-force networks) and generates high-resolution scalable vector graphic files suitable for publication without the need for refinement in graphic editing software. Due to its user-friendly, interactive, and highly customizable design, Coral is broadly applicable to high-throughput studies of the human kinome.

Coral was developed in collaboration with the Phanstiel lab and is available through github and the web.

The Small Molecule Suite: A Set of Tools to Explore Small Molecule Perturbagens

The Small Molecule Suite is a collection of cheminformatics tools that allow researchers to get insight in the selectivity and similarity of compounds and build custom chemical genetics libraries based on desired target coverage and other user-specified criteria. The applications in the suite use state-of-the-art quantitative methods such as target affinity spectrum similarity and phenotypic fingerprint similarity, which are data-driven. The suite updates regularly to keep incorporating the latest published data.

The Small Molecule Suite was developed by the Laboratory of Systems Pharmacology and the Laboratory for Statistical Genomics and Systems Biology. It is freely available on github and the web.


INDRA (Integrated Network and Dynamical Reasoning Assembler) is an automated model assembly system, originally developed for molecular systems biology and currently being generalized to other domains. INDRA draws on natural language processing systems and structured databases to collect mechanistic and causal assertions, represents them in a standardized form (INDRA Statements), and assembles them into various modeling formalisms including causal graphs and dynamical models. INDRA also provides knowledge assembly procedures that operate on INDRA Statements and correct certain errors, find and resolve redundancies, infer missing information, filter to a scope of interest and assess belief.

IDG Chemical Tools

The Kinase Chemogenomic Set (KCGS) is a collection of narrow spectrum small molecule kinase inhibitors that is available from the SGC-UNC. The set contains inhibitors with sub-µM biochemical activity on 39 dark kinases. Each inhibitor has been cross-screened on hundreds of human kinases and demonstrates a selectivity index at 1 µM < 0.05 (number of kinases inhibited by 90% divided by the total number of kinases screened). KCGS is available in aliquots of 1 µL of a 10 mM DMSO solution in 96 well plates.

Dark kinase inhibitors that demonstrate IC50 < 1 µM in a live cell NanoBRET assay have been designated as IDG Chemical Tools. A list of the current IDG Chemical Tools can be found here.

Preview Tools and Applications

GTEx Dark Kinase Data Browser

We've working on developing a browser for the expression data collected by the GTEx consortium with a focus on the relative expression of the dark kinases in context with the entire kinome. This browser displays understudied kinases with especially high expression in the tissues that have been studied by the GTEx consortium. The results can be browsed on the basis of specific kinases or organ/tissue systems.