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Analyzing Protein Architectures and Protein-Ligand Complexes by Integrative Structural Mass Spectrometry
Published on: October 15, 2018
Molecular Quantum Computations on a Protein
Akhil Shajan1, Danil Kaliakin1, Fangchun Liang1
1Center for Computational Life Sciences, Lerner Research Institute, The Cleveland Clinic, Cleveland, Ohio 44106, United States.
We developed a quantum-centric supercomputing workflow to calculate molecular electronic structure for large proteins. This method accurately predicts energies of protein conformers using quantum hardware and wave function-based embedding.
Area of Science:
- Quantum computing
- Computational chemistry
- Molecular modeling
Background:
- Accurate electronic structure calculations are crucial for understanding molecular behavior.
- Simulating large biomolecules like proteins is computationally demanding.
- Fragment-based methods offer a potential solution for scaling quantum chemistry calculations.
Purpose of the Study:
- To implement and evaluate a quantum-centric supercomputing workflow for molecular electronic structure.
- To predict the relative energies of two conformers of the 303-atom Trp-cage miniprotein.
- To assess the accuracy and impact of fragmentation on large-scale quantum chemical calculations.
Main Methods:
- Utilized a fragment-based, quantum-centric supercomputing workflow.
- Employed extended wave function-based embedding (EWF) with explicit inclusion of all atoms.
- Applied sample-based quantum diagonalization (SQD) for complex fragments and full configuration interaction (FCI) for simpler ones.
- Compared EWF-(FCI,SQD) results with EWF-MP2, EWF-CCSD, RI-MP2, and DLPNO-CCSD benchmarks.
Main Results:
- The EWF-(FCI,SQD) workflow successfully predicted relative energies for Trp-cage conformers.
- Fragmentation impact on relative energies was evaluated against unfragmented calculations.
- Demonstrated feasibility of large-scale electronic configuration interaction (CI) simulations for proteins.
Conclusions:
- The implemented quantum-centric workflow enables accurate electronic structure calculations for large biomolecules.
- Combining quantum and classical computing resources is effective for tackling complex protein simulations.
- This approach paves the way for advanced computational studies of biological systems.
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