Fintelmann Lab Logo

Body Composition Reference Values from Thoracic and Abdominal CT: The Framingham Heart Study

Body Composition Reference Values: Z-Score Calculator

This web application provides a combined reference value calculator for skeletal muscle and adipose tissue measurements from thoracic and abdominal CT, based on the two publications below.

Marquardt JP, Tonnesen PE, Mercaldo ND, Graur A, Allaire B, Bouxsein ML, Samelson EJ, Kiel DP, Fintelmann FJ. "Subcutaneous and Visceral Adipose Tissue Reference Values From the Framingham Heart Study Thoracic and Abdominal CT."
Invest Radiol. 2025 Feb 1;60(2):95-104. doi: 10.1097/RLI.0000000000001104. Epub 2024 Jul 25. PMID: 39047288. PMCID: PMC12233328.

Tonnesen PE, Mercaldo ND, Tahir I, Dietrich ASW, Amari 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.

The application...

may require some time to load. Please be patient.

Not seeing content above? The web application is running on the open-source version of Shiny Server. Startup time may be extended due to server load. Visiting at different times is recommended. Contact the publication's corresponding author for persistent problems. Alternatively, see the offline setup instructions below.


Comparing batches of data

For multiple values, local processing is suggested. An R package and adipose tissue models are available on GitHub. See below for local setup guidance.

Running the app offline

Installing the R package locally is straightforward. Installation instructions are in the GitHub repository.