Metabolomics Data Under Scrutiny

Out of 25,000 features originally detected by metabolic profiling of E. coli, fewer than 1,000 represent unique metabolites, a study finds.

Written byAshley P. Taylor
| 5 min read

Register for free to listen to this article
Listen with Speechify
0:00
5:00
Share

ISTOCK, LUISMMOLINAMetabolomics screens can detect thousands of different compounds in a given sample, but contrary to the assumptions of numerous studies, not every detected compound represents a unique metabolite—far from it, according a to a study published today (September 15) in Analytical Chemistry.

Metabolomics researchers Gary Patti and Nathaniel Mahieu of Washington University in St. Louis report that out of about 25,000 compounds detected in E. coli by liquid-chromatography mass-spectroscopy (LC/MS), 90 percent were not unique metabolites. Rather, the same metabolite, fragmented or with chemical additions, is spotted multiple times, a phenomenon known as degeneracy. A second analysis, designed to weed out contaminants and artifacts in addition to degeneracy, confirmed just three percent of the observed compounds are bona fide, unique metabolites.

“This study confirms what I think a lot of people in the metabolomics world have known,” says University of Michigan endocrinologist Charles Burant, who was not involved in the work. “All these features that we see during mass spectroscopy, really, a lot of them are sort ...

Interested in reading more?

Become a Member of

The Scientist Logo
Receive full access to more than 35 years of archives, as well as TS Digest, digital editions of The Scientist, feature stories, and much more!
Already a member? Login Here
Illustration of a developing fetus surrounded by a clear fluid with a subtle yellow tinge, representing amniotic fluid.
January 2026, Issue 1

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
Skip the Wait for Protein Stability Data with Aunty

Skip the Wait for Protein Stability Data with Aunty

Unchained Labs
Graphic of three DNA helices in various colors

An Automated DNA-to-Data Framework for Production-Scale Sequencing

illumina
Exploring Cellular Organization with Spatial Proteomics

Exploring Cellular Organization with Spatial Proteomics

Abstract illustration of spheres with multiple layers, representing endoderm, ectoderm, and mesoderm derived organoids

Organoid Origins and How to Grow Them

Thermo Fisher Logo

Products

Brandtech Logo

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

Biotium Logo

Biotium Launches GlycoLiner™ Cell Surface Glycoprotein Labeling Kits for Rapid and Selective Cell Surface Imaging

Colorful abstract spiral dot pattern on a black background

Thermo Scientific X and S Series General Purpose Centrifuges

Thermo Fisher Logo
Abstract background with red and blue laser lights

VANTAstar Flexible microplate reader with simplified workflows

BMG LABTECH