Opportunistic Metabolic and Sarcopenia Assessment on Routine Spinal Imaging: A Scoping Review of State of the Art and Future Perspectives

Interest is growing about the opportunistic use of imaging data. We conducted a scoping review to provide an overview and define perspectives and gaps in knowledge for the opportunistic extraction of measurements of skeletal muscle and fat quantity or quality from spinal examinations. A comprehensive search on PubMed was performed with key terms such as "sarcopenia," "obesity," "fat," and "muscle," focusing on spine computed tomography and magnetic resonance imaging. Only articles published in the previous 5 years were included. We identified 29 studies, most of which were classified as level of evidence 3/4 and had significant limitations. The clinical settings were diverse, including spine surgery, osteoporosis, degenerative spine disease, and low back pain. This work highlights that an opportunistic assessment of paravertebral muscles by computed tomography/magnetic resonance imaging is feasible, although more evidence is needed to clarify the relationship between specific pathologic conditions and muscle loss/degeneration (aside from aging and disuse) before clinical implementation.

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Publication Details

Journal
Seminars in Musculoskeletal Radiology
Published
2026-03-12
DOI
https://doi.org/10.1055/a-2800-5318
Primary Topic
Nutrition and Health in Aging
Type
article
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article

Opportunistic Metabolic and Sarcopenia Assessment on Routine Spinal Imaging: A Scoping Review of State of the Art and Future Perspectives

Francesco Vommaro, Silvia Gazzotti, Radhesh Lalam, Alberto Bazzocchi et al.
Seminars in Musculoskeletal Radiology
Nutrition and Health in Aging
article

Opportunistic Metabolic and Sarcopenia Assessment on Routine Spinal Imaging: A Scoping Review of State of the Art and Future Perspectives

Francesco Vommaro, Silvia Gazzotti, Radhesh Lalam, Alberto Bazzocchi, Maria Pilar Aparisi Gómez, Rebecca Sassi, Yì-Xiáng J. Wáng
article en

Abstract

Interest is growing about the opportunistic use of imaging data. We conducted a scoping review to provide an overview and define perspectives and gaps in knowledge for the opportunistic extraction of measurements of skeletal muscle and fat quantity or quality from spinal examinations. A comprehensive search on PubMed was performed with key terms such as "sarcopenia," "obesity," "fat," and "muscle," focusing on spine computed tomography and magnetic resonance imaging. Only articles published in the previous 5 years were included. We identified 29 studies, most of which were classified as level of evidence 3/4 and had significant limitations. The clinical settings were diverse, including spine surgery, osteoporosis, degenerative spine disease, and low back pain. This work highlights that an opportunistic assessment of paravertebral muscles by computed tomography/magnetic resonance imaging is feasible, although more evidence is needed to clarify the relationship between specific pathologic conditions and muscle loss/degeneration (aside from aging and disuse) before clinical implementation.

Seminars in Musculoskeletal Radiology
University of Auckland (NZ), Chinese University of Hong Kong (HK), Robert Jones and Agnes Hunt Orthopaedic Hospital (GB), Auckland District Health Board (NZ), Istituto Ortopedico Rizzoli (IT), Istituti di Ricovero e Cura a Carattere Scientifico (IT), University of Bologna (IT)
Openalex Percentile: Top 23%
Nutrition and Health in Aging
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