A novel subgrouping approach to low back pain: Exploring differences in lumbar muscle morphology and function – A cross-sectional study

BackgroundClassifying low back pain (LBP) based solely on symptom duration may be insufficient to explain underlying paraspinal muscle degeneration and dysfunction in recurrent and chronic LBP cases.MethodsFifty-nine females (45 with non-specific low back pain, 14 pain-free controls) were categorized into subgroups using cluster analysis based on personal, pain-related, psychological, and functional characteristics. Lumbar paraspinal muscle structure was assessed using T1-weighted Dixon MRI to measure muscle cross-sectional area (CSA), fat CSA, and muscle fat index (MFI). Muscle function was evaluated using T2-weighted MRI to determine resting T2 values (T2-rest) and T2 shift following muscle activation (T2-shift) at three specific lumbar levels: upper L3 (UL L3), upper L4 (UL L4), and lower L4 (LL L4).ResultsFour new LBP subgroups were identified and compared to HC (healthy control (n = 14), 23.6%): Neutral (NT; n = 5, 8.5%), Personal and Pain Affected (PA; n = 9, 15.3%), Maladaptive cognition affected (MCA; n = 25, 42.4%), and Personal, Pain, Psychological, and Functional Affected (PPFA; n = 6, 10.2%). NT resembled HC indicating healthy lumbar muscle, PA subgroup showed with a higher fat CSA and MFI in paraspinals muscle. PA and MCA exhibited localized muscle hyperactivity. PPFA subgroups remained metabolically inactive.ConclusionsThis novel LBP subgrouping framework revealed distinct patterns of paraspinal muscle fatty infiltration and dysfunction. Fatty infiltration and hyperactivity were linked to BMI, chronicity, and cognitive traits; hypoactivity was found in those with broad psychosocial and functional impairments.

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Publication Details

Journal
Journal of Back and Musculoskeletal Rehabilitation
Published
2026-02-09
DOI
https://doi.org/10.1177/10538127261416001
Primary Topic
Musculoskeletal pain and rehabilitation
Type
article
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article

A novel subgrouping approach to low back pain: Exploring differences in lumbar muscle morphology and function – A cross-sectional study

Dorien Goubert, Evy Dhondt, Jessica Van Oosterwijck, Tine Willems et al.
Journal of Back and Musculoskeletal Rehabilitation
Musculoskeletal pain and rehabilitation
article

A novel subgrouping approach to low back pain: Exploring differences in lumbar muscle morphology and function – A cross-sectional study

Dorien Goubert, Evy Dhondt, Jessica Van Oosterwijck, Tine Willems, Sophie Van Oosterwijck, Lieven Danneels, Rahmat Adnan
article en

Abstract

BackgroundClassifying low back pain (LBP) based solely on symptom duration may be insufficient to explain underlying paraspinal muscle degeneration and dysfunction in recurrent and chronic LBP cases.MethodsFifty-nine females (45 with non-specific low back pain, 14 pain-free controls) were categorized into subgroups using cluster analysis based on personal, pain-related, psychological, and functional characteristics. Lumbar paraspinal muscle structure was assessed using T1-weighted Dixon MRI to measure muscle cross-sectional area (CSA), fat CSA, and muscle fat index (MFI). Muscle function was evaluated using T2-weighted MRI to determine resting T2 values (T2-rest) and T2 shift following muscle activation (T2-shift) at three specific lumbar levels: upper L3 (UL L3), upper L4 (UL L4), and lower L4 (LL L4).ResultsFour new LBP subgroups were identified and compared to HC (healthy control (n = 14), 23.6%): Neutral (NT; n = 5, 8.5%), Personal and Pain Affected (PA; n = 9, 15.3%), Maladaptive cognition affected (MCA; n = 25, 42.4%), and Personal, Pain, Psychological, and Functional Affected (PPFA; n = 6, 10.2%). NT resembled HC indicating healthy lumbar muscle, PA subgroup showed with a higher fat CSA and MFI in paraspinals muscle. PA and MCA exhibited localized muscle hyperactivity. PPFA subgroups remained metabolically inactive.ConclusionsThis novel LBP subgrouping framework revealed distinct patterns of paraspinal muscle fatty infiltration and dysfunction. Fatty infiltration and hyperactivity were linked to BMI, chronicity, and cognitive traits; hypoactivity was found in those with broad psychosocial and functional impairments.

Journal of Back and Musculoskeletal Rehabilitation
Research Foundation - Flanders (BE), Ghent University (BE), Pain in Motion (BE), Universiti Teknologi MARA (MY)
Openalex Percentile: Top 61%
Musculoskeletal pain and rehabilitation
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