Molecular Modeling Software Manufacturers Improve Functionality

Imagine this scenario. You sit at your computer to study the structure of a crucial protein--one that you've painstakingly cloned, produced in a protein-expression system, and purified after many hours in the laboratory. The crystallography laboratory that you collaborate with produced crystals of your protein weeks ago. They collected X-ray diffraction data and plugged it into their workstation-based molecular-modeling system, coming up with a three-dimensional structure of your protein showin

Written byHolly Ahern
| 8 min read

Register for free to listen to this article
Listen with Speechify
0:00
8:00
Share

Imagine this scenario. You sit at your computer to study the structure of a crucial protein--one that you've painstakingly cloned, produced in a protein-expression system, and purified after many hours in the laboratory. The crystallography laboratory that you collaborate with produced crystals of your protein weeks ago. They collected X-ray diffraction data and plugged it into their workstation-based molecular-modeling system, coming up with a three-dimensional structure of your protein showing where the component amino acids were located and how they associated with a metallic cofactor at the protein's center.

On your computer screen, you rotate the structure that they sent to you on a disk, viewing it from several angles. You consider how it might interact with other molecules. After you have viewed the model in several different ways, a potential binding site suddenly becomes apparent. A possible mechanism for the protein's function pops into your head, and you can't ...

Interested in reading more?

Become a Member of

The Scientist Logo
Receive full access to digital editions of The Scientist, as well as TS Digest, feature stories, more than 35 years of archives, and much more!
Already a member? Login Here

Meet the Author

Published In

Share
Image of a man in a laboratory looking frustrated with his failed experiment.
February 2026

A Stubborn Gene, a Failed Experiment, and a New Path

When experiments refuse to cooperate, you try again and again. For Rafael Najmanovich, the setbacks ultimately pushed him in a new direction.

View this Issue
Human-Relevant In Vitro Models Enable Predictive Drug Discovery

Advancing Drug Discovery with Complex Human In Vitro Models

Stemcell Technologies
Redefining Immunology Through Advanced Technologies

Redefining Immunology Through Advanced Technologies

Ensuring Regulatory Compliance in AAV Manufacturing with Analytical Ultracentrifugation

Ensuring Regulatory Compliance in AAV Manufacturing with Analytical Ultracentrifugation

Beckman Coulter logo
Conceptual multicolored vector image of cancer research, depicting various biomedical approaches to cancer therapy

Maximizing Cancer Research Model Systems

bioxcell

Products

Sino Biological Logo

Sino Biological Pioneers Life Sciences Innovation with High-Quality Bioreagents on Inside Business Today with Bill and Guiliana Rancic

Sino Biological Logo

Sino Biological Expands Research Reagent Portfolio to Support Global Nipah Virus Vaccine and Diagnostic Development

Beckman Coulter

Beckman Coulter Life Sciences Partners with Automata to Accelerate AI-Ready Laboratory Automation

Refeyn logo

Refeyn named in the Sunday Times 100 Tech list of the UK’s fastest-growing technology companies