Integrative Computational Network Biology Lab @ MBZUAI

Open Source Tools and Resources

Our lab develops cutting-edge computational tools for network biology, graphlet analysis, and multi-omics integration. All our tools are openly licensed and freely available.

Network Analysis

Drugst.One
Drugst.One Network-based drug repurposing platform

Network visualization plugin that integrates gene/protein interactions with drug candidate ranking algorithms for therapeutic discovery.

iCell
iCell Network-based integration of multi-omics data

Integrative framework for fusing multi-omics data through network topology

Simplets
Simplets Simple graphlets for biological network analysis

Efficient computation and analysis of small network motifs

Hyper-graphlets
Hyper-graphlets Hypergraph analysis using graphlet-based methods

Extension of graphlets to hypergraphs for analyzing higher-order interactions

GraphCrunch 2
GraphCrunch 2 Comprehensive network analysis and modeling platform

Software tool for large-scale network modeling, alignment, and clustering

GraphCrunch
GraphCrunch Original graphlet-based network analysis tool

The original tool for analyzing biological networks using graphlets

Alignment-free Network Comparison

GCD, RGF GDDA
GCD, RGF & GDDA Alignment-free comparison of undirected networks

Graphlet-based methods for comparing network topology without alignment

DGCD, DRGF DGDDA
DGCD, DRGF & DGDDA Alignment-free comparison of directed networks

Extended graphlet methods for comparing directed biological networks

Network Aligners

Ulign
Ulign Unified network alignment tool for biological networks

Advanced network alignment method for comparing protein-protein interaction networks

Fuse
Fuse Multiple network alignment via data fusion

Data fusion approach for aligning multiple biological networks simultaneously

L-GRAAL
L-GRAAL Lagrangian graphlet-based network aligner

Fast network alignment using graphlet degree similarity and Lagrangian optimization

C-GRAAL
C-GRAAL Common-neighbors-based global graph alignment

Global network alignment using common neighbor topology

MI-GRAAL
MI-GRAAL Multi-level integrative GRAAL network aligner

Integrative approach combining multiple topological and biological information sources

GRAAL
GRAAL Graph aligner - the original graphlet-based network alignment method

The foundational graphlet-based global network alignment algorithm

Protein Structure Comparison

GR-Align
GR-Align Graphlet-based alignment of protein 3D structures

Fast and flexible protein structure alignment using graphlet degree similarity