Muscle Reference Values: Z-Score Calculator

As described in this Investigative Radiology manuscript (citation below), this web interface with sex-, age-, and vertebral-level specific reference values for skeletal muscle derived from computed tomography scans was created to compare muscle measurements to those of the study population. Please cite the publication when using these tools in your research.

In addition, our web interface with sex-, age-, and vertebral-level specific reference values for adipose tissue derived from computed tomography scans can be found here.

The application...

may require some time to load. Please be patient.

Still not seeing anything above?

The web application is running on the open-source version of Shiny Server. It requires some time to start and may run slowly. A strong server load can lead to longer loading times, and you may need to come back at a different time. If the problem persists, please contact the corresponding author of the publication or file the issue on GitHub. Alternatively, follow the guide linked below to run this app offline.

Comparing batches of data

When trying to compare a list of values (batch processing), we strongly recommend doing so locally (offline). The models used in this web interface can be downloaded from GitHub. Please refer to the guide linked below for setting up a local version of the process.

Running the app offline.

Running an instance of the application on your own device is easy. The exact procedure is described in the repository on GitHub.

Associated publication

Tonnesen PE, Mercaldo ND, Tahir I, Dietrich AW, Amayri W, Graur A, Allaire B, Bouxsein ML, Samelson EJ, Kiel DP, Fintelmann FJ. Muscle Reference Values From Thoracic and Abdominal CT for Sarcopenia Assessment: The Framingham Heart Study. Invest Radiol. 2024 Mar 1;59(3):259-270. doi: 10.1097/RLI.0000000000001012. Epub 2023 Sep 18. PMID: 37725490; PMCID: PMC10920396.