Skip to main content

Desktop Drug Discovery

Erica P. JohnsonImagine being able to discover the latest blockbuster drug using nothing but a PC and some highly sophisticated software. It's not as far-fetched as it sounds. A growing number of labs – both industrial and academic – are going "in silico," simulating everything from cells to clinical trials. The result is a sea change in pharmaceutical research, with resources once earmarked for bench work now being shunted into central processing unit clock cycles.This shift in focu

Written byAileen Constans
| 9 min read

Register for free to listen to this article
Listen with Speechify
0:00
9:00

Erica P. Johnson

Imagine being able to discover the latest blockbuster drug using nothing but a PC and some highly sophisticated software. It's not as far-fetched as it sounds. A growing number of labs – both industrial and academic – are going "in silico," simulating everything from cells to clinical trials. The result is a sea change in pharmaceutical research, with resources once earmarked for bench work now being shunted into central processing unit clock cycles.

This shift in focus is due largely to the inefficiency of traditional drug development. Time and time again, billions of research dollars are used on promising drug candidates that fail in late-stage clinical trials. "This industry is built on success, of course, but it's shaped by failure," says John Savin, executive director of Oxford, UK-based Physiomics. Computer modeling firms believe adoption of their methods can help drug companies weed out failures early and focus ...

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?
Add The Scientist as a preferred source on Google

Add The Scientist as a preferred Google source to see more of our trusted coverage.

Meet the Author

Published In

Related articles background image
August 2026 Digest cover
August 2026

Epic Fail: Sea-Monkeys Sabotage Fieldwork

When Barry Hicks set out to photograph thrombolites, thousands of unexpected visitors photobombed his underwater images.

View this Issue
Overcoming Immunotherapy Resistance in Liver Cancer

Overcoming Immunotherapy Resistance in Liver Cancer

Axion Biosystems
Optimizing NGS Library Preparation for Reliable Sequencing Data

Optimizing NGS Library Preparation for Reliable Sequencing Data

Covaris
Using TCR Repertoire Sequencing to Advance Immunology Research

Using TCR Repertoire Sequencing to Advance Immunology Research

Miltenyi
Mapping Clonal Mosaicism in Aging Tissues

Mapping Clonal Mosaicism in Aging Tissues

Mission bio

Products

Sino Biological Logo

Sino Biological Launches SuperNuclease ® Pro with Free Trial Program

Sino Biological Logo

Sino Biological Launches Precisely Characterized Full-Length p-Tau217 Protein to Advance Next-Generation Alzheimer’s Biomarker Assay Development

A photo of a scientist placing the Resipher device on a 96-well plate.

Resipher: Continuous Live-Cell Mitochondrial Respiration Monitoring in 96-Well Plates

Lucid Scientific logo
Conceptual image of ice and frost.

The VAULT100 PRO: Inside the most advanced Stirling Ultracold ULT freezer ever built.

Stirling Ultracold logo