What is it about?

Muscles shrink in astronauts, in older adults, and in people who are inactive or bedridden. This study asks whether the same molecular "master switches," called transcription factors, are behind muscle loss in all three situations, or whether each situation has its own. I reanalyzed publicly available mouse muscle data from NASA's spaceflight experiments, an aging study, and a hindlimb-unloading (disuse) study. I used free, open-source tools to estimate which transcription factors were more or less active in each condition, and then compared them.

Featured Image

Why is it important?

Muscle loss is a health problem for astronauts on long missions, for older adults, and for patients who can't move. If some switches are shared across all three, they could be targets for treatments that protect muscle in many situations. If others are specific to one condition, treatments may need to be tailored. Of 732 transcription factors analyzed, 47 (6.4%) were active in all three conditions. These shared switches were led by the glucocorticoid receptor Nr3c1 and Foxo1, a well-known driver of muscle breakdown. A much larger group, 295 (40.3%), was specific to a single condition. This suggests that most of the molecular response reflects the cause of the muscle loss, while a small shared core could be a priority for further research. All of the code is free to reuse, so others can check and build on the work.

Perspectives

I wanted to show that open data from NASA and public databases can support real discoveries, even for an independent researcher working outside a lab. I hope this encourages other students to explore the many public datasets that are available.

Niraj Shah

Read the Original

This page is a summary of: Transcription factor activity divergence across muscle atrophy conditions: A comparative analysis of spaceflight, aging, and disuse using decoupleR, PLOS One, October 2026, PLOS,
DOI: 10.1371/journal.pone.0359659.
You can read the full text:

Read
Open access logo

Contributors

The following have contributed to this page