WebLogo: Data visualization for everyone

Protein binding sites often are represented by "consensus sequences," such as TATA(A/T)A(A/T), "which report the most common nucleotide at any given position but eliminate much of the possible variability. In 1991, National Institutes of Health research biologist Tom Schneider developed an alternative, graphical approach, called sequence logos.In a sequence logo, the height of each position measures how well conserved it is, while the height of each character within that po

Written byJeffrey M. Perkel
| 1 min read

Register for free to listen to this article
Listen with Speechify
0:00
1:00
Share

Protein binding sites often are represented by "consensus sequences," such as TATA(A/T)A(A/T), "which report the most common nucleotide at any given position but eliminate much of the possible variability. In 1991, National Institutes of Health research biologist Tom Schneider developed an alternative, graphical approach, called sequence logos.

In a sequence logo, the height of each position measures how well conserved it is, while the height of each character within that position reflects its relative frequency. Thus, where a consensus sequence might mark a position as C/T, a sequence logo could indicate that C actually is observed five times more often.

Steven Brenner, an associate professor at the University of California, Berkeley, says Schneider's logo-generation software "was very, very hard for typical biologists to make use of." So in 1994, while a graduate student at the University of Cambridge, UK, Brenner developed a Web version called WebLogo. It would take another ...

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
Illustration of a developing fetus surrounded by a clear fluid with a subtle yellow tinge, representing amniotic fluid.
January 2026

What Is the Amniotic Fluid Composed of?

The liquid world of fetal development provides a rich source of nutrition and protection tailored to meet the needs of the growing fetus.

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
Skip the Wait for Protein Stability Data with Aunty

Skip the Wait for Protein Stability Data with Aunty

Unchained Labs

Products

Sino Biological Logo

Sino Biological's Launch of SwiftFluo® TR-FRET Kits Pioneers a New Era in High-Throughout Kinase Inhibitor Screening

SPT Labtech Logo

SPT Labtech enables automated Twist Bioscience NGS library preparation workflows on SPT's firefly platform

nuclera logo

Nuclera eProtein Discovery System installed at leading Universities in Taiwan

Brandtech Logo

BRANDTECH Scientific Introduces the Transferpette® pro Micropipette: A New Twist on Comfort and Control