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Structural polymorphism and population-variable coding capacity of HERV-K(HML-2) in human pangenomes

By analyzing haplotype-resolved long-read genome assemblies from 292 donors, this study reveals that HERV-K(HML-2) exhibits significant structural polymorphism and variable coding capacity across human pangenomes, demonstrating that standard reference genomes and short-read sequencing often fail to accurately capture the intact proviral structures and functional alleles present in individuals.

Original authors: Murimi-Worstell, D. A., Freeman, M., Minkina, A., Vollger, M. R., Stergachis, A. B., Coffin, J. M.

Published 2026-09-28
📖 5 min read🧠 Deep dive

Original authors: Murimi-Worstell, D. A., Freeman, M., Minkina, A., Vollger, M. R., Stergachis, A. B., Coffin, J. M.

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed. It is not medical advice. Do not make health decisions based on this content. Read full disclaimer

Deep within the human genome, hidden among the billions of letters that make up our DNA, lie the fossilized remains of ancient viral infections. These remnants, known as endogenous retroviruses, are the genetic leftovers of viruses that managed to insert their own genetic code into the DNA of our ancestors millions of years ago. Over time, these viral invaders became a permanent part of our biological inheritance, now comprising roughly eight percent of our entire genetic blueprint. While most of these ancient viral sequences have accumulated so many errors that they are broken and silent, a specific group called HERV-K(HML-2) is different. Because they integrated more recently in our evolutionary history, many of these sequences still retain the ability to produce viral proteins. Scientists have long suspected that these active remnants play a role in human development, aging, and diseases like cancer and amyotrophic lateral sclerosis, but understanding exactly how they work has been difficult. The challenge lies in the fact that these viral sequences are nearly identical to one another, making it incredibly hard to tell them apart when looking at the genome.

For years, researchers have relied on a method called short-read sequencing to study these viral remnants. Imagine trying to reconstruct a complex puzzle where every piece looks exactly the same; short-read sequencing is like taking a photograph of tiny, blurry fragments of the puzzle and trying to guess where they fit. Because the viral pieces are so similar, the computer programs used to assemble the genome often get confused, unable to assign a specific fragment to its correct location. This limitation has led scientists to rely on a standard reference genome, which acts as a single, average map of human DNA. However, this map is incomplete. It represents a composite of a few individuals and often misses the unique variations that exist in the rest of the population. Consequently, researchers have been studying a version of these viruses that may not accurately reflect what is actually present in any single person's body.

A new study has changed this picture by using a more advanced technology called long-read sequencing. Instead of looking at tiny, blurry fragments, this method reads long, continuous stretches of DNA, allowing scientists to see the full structure of these viral sequences and how they vary from person to person. By analyzing the complete genetic blueprints of 292 different individuals, the researchers discovered that the landscape of these ancient viruses is far more complex and diverse than previously imagined. They found that many locations in the genome, which were thought to be fixed and identical in all humans, actually vary significantly. Some people carry a single viral copy at a specific spot, while others carry a tandem array—a stack of multiple viral copies lined up one after another. In some cases, a single stack contained up to six full viral sequences.

The study also revealed that the standard reference genome often fails to capture the true coding potential of these viruses. In many individuals, the viral sequences they carry contain intact instructions for making proteins, even though the reference genome shows those same locations as broken or missing. This means that a person might be capable of producing a viral protein that scientists previously thought was impossible for humans to make. The researchers found that nearly one-third of the genetic variations associated with these viral proteins could not be detected using the older short-read methods. This gap in knowledge suggests that previous studies may have missed critical differences in how these viruses function in different people.

One of the most striking discoveries was a previously unknown, full-length viral sequence found in just one person at a location on chromosome 8. In every other person studied, this spot contained only a single, broken piece of the virus. This finding highlights how much genetic diversity remains hidden when we rely on a single reference map. Furthermore, the researchers traced the history of these viral sequences and found evidence that they have been shuffled and exchanged between different parts of the genome over time. Some viral sequences found in different locations were so similar that they likely originated from the same ancient insertion event, which was then duplicated and moved around the genome. This shuffling creates a unique genetic signature for each individual, meaning that the specific viral tools a person carries are as unique as their fingerprint.

The study also connected these structural differences to real biological effects. The researchers found that the presence or absence of specific viral structures was linked to how certain cells grew and how they responded to treatments. For instance, people with a specific viral arrangement grew their cells at a different rate than those without it. Another variation was associated with how well cells survived a specific type of drug treatment. These findings suggest that the hidden diversity of these ancient viruses is not just a matter of genetic curiosity; it has tangible consequences for human health. The way these viral remnants are structured in our DNA influences how our cells behave, potentially affecting our susceptibility to disease or our response to therapy.

Ultimately, this research demonstrates that to truly understand the role of these ancient viruses in human biology, scientists must look at the genome of each individual rather than relying on a single, average map. The human genome is not a static, uniform code but a dynamic collection of variations, and these viral remnants are a major part of that diversity. By using long-read sequencing to reveal the true structure of these sequences, the study opens the door to a more accurate understanding of how our genetic history shapes our present-day health. It suggests that the key to unlocking the mysteries of these viral remnants lies in recognizing that every person carries a unique set of genetic tools, some of which may be broken, while others remain fully functional and active.

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