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

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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 ...

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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.

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