Repeatability of automated body composition measurement on low dose chest CT in male subjects

Publication date

2026-04-17

Authors

Bunk, Stijn
Bennink, EdwinORCID 0000-0002-3689-8532ISNI 0000000419549773
Sidorenkov, Grigory
Gietema, Hester
Groen, Harry
de Bock, Geertruida
de Jong, Pim AORCID 0000-0003-4840-6854ISNI 0000000395539334
Vliegenthart, Rozemarijn
Hoesein, Firdaus A. A. MohamedISNI 0000000387296109
NELSON-POP consortium

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Abstract

Background The objective was to determine the most repeatable of three automated body composition methods applied to baseline and short-term follow-up chest CT scans. Methods Areas of skeletal muscle and subcutaneous adipose tissue (SAT) were analyzed in a 1mm slice close to the aortic arch in a subset of males from the NELSON lung cancer screening trial with baseline and 3–4 month repeat CT scan. We compared three pre-existing machine learning methods we call: truncated field of view (FOV), compensated FOV, and extended FOV, of which the last two can deal with non-overlapping FOV in scans. Repeatability was assessed using Bland-Altman plots and paired T-tests. Results Of 562 males the median (interquartile range) age was 60.8 (56.3–64.8) years. Mean skeletal muscle areas were similar for truncated (212 cm2) and extended FOV (211 cm2), and slightly lower for compensated FOV (208 cm2) (p<0.001). SAT areas were higher with extended FOV (156 cm2) compared to truncated (132 cm2) and compensated FOV (125 cm2) (p<0.001). A small systematic longitudinal difference in skeletal muscle was observed for extended FOV (mean±SD 1.7±17.3cm2, p=0.017). Limits of agreement for skeletal muscle area were −18.9% to 20.4% for truncated FOV, −11.1% to 11.6% for compensated FOV, and −16.7% to 18.2% for extended FOV. Corresponding values for SAT area were −37.3% to 38.3%,-30.2% to 29.3%, and −29.1% to 29.9%. Conclusion Extended FOV had the second-most repeatable measurements and was unaffected by FOV cutoff. Compensated FOV was most repeatable, but underestimated SAT.

Keywords

Body Composition, Humans, Male, Middle Aged, Muscle, Skeletal/diagnostic imaging, Radiation Dosage, Reproducibility of Results, Subcutaneous Fat/diagnostic imaging, Tomography, X-Ray Computed/methods, Journal Article

Citation

Bunk, S, Bennink, E, Sidorenkov, G, Gietema, H, Groen, H, de Bock, G, de Jong, P A, Vliegenthart, R, Mohamed Hoesein, F & NELSON-POP consortium 2026, 'Repeatability of automated body composition measurement on low dose chest CT in male subjects', PLoS ONE, vol. 21, no. 4 April, e0332004. https://doi.org/10.1371/journal.pone.0332004