COVID-19 Research Biased Toward Only a Handful of Genes

Thomas Stoeger of Northwestern University has previously studied scientists’ limited focus on certain genes. In a new study, he shows how these same behaviors extend into the science of COVID-19.

Written byAmanda Heidt
| 5 min read
Q&A, Genetics & Genomics, research bias, COVID-19, SARS-CoV-2, pandemic, coronavirus, big data

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

ABOVE: © ISTOCK.COM, THEASIS

Scientists have identified more than 2,000 human genes linked to COVID-19, yet the bulk of the published literature is dominated by only a small subset of them, a fact that may be limiting progress in the fight against the pandemic.

A team at Northwestern University, led by data scientist Thomas Stoeger, had previously shown that scientists tend to focus on a handful of genes—specifically, less than 20 percent of all genes in the human genome accounted for more than 90 percent of the publications they analyzed. Prior to the Human Genome Project, scientists had an incomplete view of the full suite of human genes and relied more heavily on those that had analogs in model organisms or were easier to study using knockout experiments. The advent of modern sequencing technology—including complementary tools such as CRISPR, mass spectrometry, and RNA-based approaches—has broadened what researchers know, but it ...

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

Related Topics

Meet the Author

  • amanda heidt

    Amanda first began dabbling in scicom as a master’s student studying marine science at Moss Landing Marine Labs, where she edited the student blog and interned at a local NPR station. She enjoyed that process of demystifying science so much that after receiving her degree in 2019, she went straight into a second master’s program in science communication at the University of California, Santa Cruz. Formerly an intern at The Scientist, Amanda joined the team as a staff reporter and editor in 2021 and oversaw the publication’s internship program, assigned and edited the Foundations, Scientist to Watch, and Short Lit columns, and contributed original reporting across the publication. Amanda’s stories often focus on issues of equity and representation in academia, and she brings this same commitment to DEI to the Science Writers Association of the Rocky Mountains and to the board of the National Association of Science Writers, which she has served on since 2022. She is currently based in the outdoor playground that is Moab, Utah. Read more of her work at www.amandaheidt.com.

    View Full Profile
Share
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