Welcome to the MGHPCC Virtual Booth

Northeastern University

Better Pathogen Targeting

Dr. Mona Minkara (center) with members of the COMBINE Lab at Northeastern University. The team combines molecular simulation and protein engineering to explore innate immune recognition and advance research in computational biophysics.
Led by Dr. Mona Minkara, the Computational Modeling for Biointerface Engineering (COMBINE) Lab at Northeastern applies computational biophysics to decode molecular recognition at biological interfaces.

At the COMBINE Lab, researchers are uncovering how certain immune system proteins—called collectins—recognize and bind to sugars found on the surfaces of harmful microbes. These proteins, like surfactant protein D (SP-D), play a key role in our body’s first line of defense, especially in the lungs. By understanding how they interact with pathogens such as influenza and Pseudomonas aeruginosa, the team is helping design new proteins that could better target and neutralize these threats.

To do this, the lab uses advanced computer simulations to model how collectins behave in watery environments—just like inside the human body. In a recent study featured on the cover of the Journal of Chemical Information and Modeling, the team tested five different water models to see which best captured the subtle interactions between SP-D and a sugar molecule called trimannose. Their findings showed that newer, more physically accurate models (like OPC and TIP4P/2005) gave much better results than older ones still commonly used.

These insights are more than just technical improvements—they lay the groundwork for designing better treatments and drug delivery systems that rely on precise molecular targeting.

But the COMBINE Lab isn’t just pushing the boundaries of science—it’s also working to make that science more accessible. With support from the NIH and NSF, the team is developing multisensory tools that allow blind and visually impaired researchers to explore molecular structures through sound and touch. This work bridges chemistry, biophysics, and inclusive innovation, opening doors for more people to contribute to cutting-edge research.

By improving both the accuracy of molecular simulations and the accessibility of scientific tools, the COMBINE Lab is helping shape a future where science is both more powerful and more inclusive.

The COMBINE Lab’s scientific research is supported by the NIH MIRA and NSF CAREER awards, which advance understanding of surfactant protein–glycan interactions and molecular modeling at biological interfaces. Complementary NIH SEPA and NIH ReWARD initiatives (in partnership with Baylor University) support the lab’s efforts to make this science more accessible through tactile and multisensory tools that allow blind and low vision researchers and students to explore molecular structures through touch.

Dr. Mona Minkara
Assistant Professor of Bioengineering at Northeastern University and Affiliated Faculty in Chemistry & Chemical Biology.

Principal Members

Yale

Featured Projects

A complicated future for a methane-cleansing molecule (working title)
SC25 Project
A Safer Way to See Inside Cells
Adaptive Deep Learning Systems Towards Edge Intelligence
SC25 Project
AI for Cancer Diagnosis
SC25 Project
AI Pareidolia
SC25 Project
AI That Speaks Human About Health
Ancient DNA reveals pervasive directional selection across West Eurasia (working title)
Bayesian Deep Gaussian Processes for Correlated Functional Data (working title)
SC25 Project
Better Pathogen Targeting
Research Computing Center
BU Research Computing Services
SC25 Project
Building for Floods
Campus Research Computing Consortium
Cellular Protein Electrochemical Balance (working title)
Combining AI with laboratory evolution yields improved proteins (working title)
Computation + Machine Intelligence | Wu Tsai Institute
Computational Modeling of Biological Systems
Computer Simulatioons Show Strong Ocean Currents Reduce Size of Surface Waves (working title)
SC25 Project
Computing Hidden Health Threats from Heat
Contribution of Task-Irrelevant Stimuli to Drift of Neural Representations (working title)
Deciphering Alzheimer's Disease
Developing Advanced Materials for a Sustainable Energy Future
Earth & Planetary Sciences at Harvard University
MGHPCC Project
Ecosystem for Research Networking
Efficient cooling method could enable chip-based trapped-ion quantum computers (working title)
Energy Science Network
MGHPCC Project
Expanding Computing Education Pathways (ECEP) Alliance
FABRIC Testbed
SC25 Project
FlowER: AI for Predicting Chemical Reactions
SC25 Project
Grid Responsive Data Centers
Research Computing Center
Harvard FASRC
IceCube: Hunting Neutrinos
Identifying non-coding variant effects at scale via machine learning models of cis-regulatory reporter assays (working title)
IEEE High Performance Extreme Computing Conference
Impact of Marine Heatwaves on Coral Diversity
Impulse response functions as a framework for quantifying ocean-based carbon dioxide removal (working title)
Internet2
Research Computing Center
Lincoln Laboratory Supercomputing Center (LLSC)
SC25 Project MGHPCC Project
Massachusetts AI Hub
SC25 Project MGHPCC Project
MGHPCC AI Computing Resource (AICR)
MGHPCC Supercloud
SC25 Project
Microplastic-Free by Design
MIT chemists design impact-resistant plastics (working title)
Research Computing Center
MIT Office of Research Computing and Data
SC25 Project
Multifunctional 3D-Printed Materials
MGHPCC Project
National Data Platform
SC25 Project
Naval and Ocean Renewable Energy Hydrodynamics
Research Computing Center
NEU Research Computing
New MetaMaterials Take Inspiration from Deep Sea Sponges (working title)
Northeast Research and Education Network
MGHPCC Project
Northeast Storage Exchange
Northern Crossroads
Novel study at URI seeks to treat neurological symptoms of rare genetic disorder (working title)
Open Cloud Testbed
ORCD Seed Fund
SC25 Project MGHPCC Project
OSN - Open Storage Network
Planning, Reminders and Micro-Incentives to Walk After Traumatic Brain Injury: A Pilot Randomized Control Trial (working title)
MGHPCC Project
PNRP- protype national research platform
Researchers develop molecular editing tool to relocate alcohol groups (working title)
Revolutionizing Materials Design with Computational Modeling
SC25 Project
Sailing the Symbiosis Seascape
Shear-Induced Structural Convergence but Formation-History-Dependent Yielding in Sequentially Gelled Binary Colloidal Networks (working title)
SC25 Project
Shining a Light on Dark Matter
Simulating Large Biomolecular Assemblies
Single-molecule tracker illuminates workings of cancer-related proteins (working title)
Software for Unreliable Quantum Computers
SC25 Project
Staving off the Banana Apocalypse
SC25 Project
Supporting Data-intensive Social Science
The Kempner Institute - Unlocking Intelligence
The US ATLAS Northeast Tier 2 Center
This AI scientist can run an X-ray experiment. Self-driving labs may come next (working title)
SC25 Project
Tracking Environmental Health Risks
Research Computing Center
UMass - URI Unity Cluster
Research Computing Center
UMass Amherst Research Computing and Data
Unity HPC and AI Platform
Research Computing Center
URI Institute for AI & Computational Research
SC25 Project
Wrangle Range Modeling
Yale Budget Lab
Yale Center for Genome Analysis (YCGA)
Research Computing Center
Yale Center for Research Computing
Yale Department of Earth and Planetary Sciences
Zebrafish Reveal New Insights into Biology of Autism (working title)
100 Bigelow Street, Holyoke, MA 01040