Related Experiment Video
Updated: May 4, 2026

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The Automated Crystallography Pipelines at the EMBL HTX Facility in Grenoble
Published on: June 5, 2021
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Automating crystallographic structure solution and refinement of protein-ligand complexes
Nathaniel Echols1, Nigel W Moriarty1, Herbert E Klei1
1Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720-8235, USA.
Acta Crystallographica. Section D, Biological Crystallography
|January 15, 2014
Summary
A new automated pipeline in Phenix accelerates the process of solving and refining multiple related crystal structures, significantly reducing manual effort in drug discovery and mechanistic studies.
Area of Science:
- Structural Biology
- Drug Discovery
- Biochemistry
Background:
- High-throughput studies necessitate determining numerous related crystal structures.
- Manual structure determination involves repetitive tasks, hindering efficiency.
- Ligand-bound structures, protein mutations, and conformational changes require distinct models.
Purpose of the Study:
- To develop an automated pipeline for solving and refining multiple related crystal structures.
- To minimize manual intervention in the structure determination process.
- To accelerate high-throughput drug discovery and mechanistic studies.
Main Methods:
- Implementation of a computational pipeline within the Phenix software suite.
- Automated ligand building and refinement from diffraction data.
- Parallel processing of multiple related crystal structure datasets.
Main Results:
- Successful automated solution and refinement of large collections of crystal structures.
- Significant reduction in manual labor and time required per structure.
- Pipeline handles variations in ligands, mutations, and conformations effectively.
Conclusions:
- The automated Phenix pipeline streamlines the determination of multiple related crystal structures.
- This advancement is crucial for accelerating drug discovery and mechanistic investigations.
- The system minimizes user intervention, enabling efficient parallel structure analysis.

