Preprint · CC-BY
via bioRxiv
Brain white matter pathways of resilience to chronic back pain: a multisite validation
Misic, M., Lee, N., Zidda, F., Sohn, K., Usai, K., Löffler, M., Uddin, N., Farooqi, A., Schifitto, G., Zhang, Z., Nees, F., Geha, P., Flor, H.
biorxiv · 2024
Abstract
Chronic back pain (CBP) is a global health concern with significant societal and economic burden. While various predictors of back pain chronicity have been proposed, including demographic and psychosocial factors, neuroimaging studies have pointed to brain characteristics as predictors of CBP. However, large-scale, multisite validation of these predictors is currently lacking. In two independent longitudinal studies, we examined white matter diffusion imaging data and pain characteristics in patients with subacute back pain (SBP) over six- and 12-month periods. Diffusion data from individuals with CBP and healthy controls (HC) were analyzed for comparison. Whole-brain tract-based spatial statistics analyses revealed that a cluster in the right superior longitudinal fasciculus (SLF) tract had larger fractional anisotropy (FA) values in patients who recovered (SBPr) compared to those with persistent pain (SBPp), and predicted changes in pain severity. The SLF FA values accurately classified patients at baseline and follow-up in a third publicly available dataset (Area under the Receiver Operating Curve [~] 0.70). Notably, patients who recovered had FA values larger than those of HC suggesting a potential role of SLF integrity in resilience to CBP. Structural connectivity-based models also classified SBPp and SBPr patients from the three data sets (validation accuracy 67%). Our results validate the right SLF as a robust predictor of CBP development, with potential for clinical translation. Cognitive and behavioral processes dependent on the right SLF, such as proprioception and visuospatial attention, should be analyzed in subacute stages as they could prove important for back pain chronicity.
◌ CITATION ONLY
Full text is not openly licensed for redistribution here. Read it at the source:
Provenance
- Source
- bioRxiv
- DOI
- 10.1101/2024.01.30.578024
- Canonical
- link ↗
- Fetched
- 2026-05-31 MST
Cite this
APA
M., M., N., L., F., Z., K., S., K., U., M., L., N., U., A., F., G., S., Z., Z., F., N., P., G., & H., F. (2024). Brain white matter pathways of resilience to chronic back pain: a multisite validation. <em>biorxiv</em>. https://doi.org/10.1101/2024.01.30.578024
Vancouver
M. M, N. L, F. Z, K. S, K. U, M. L, et al. Brain white matter pathways of resilience to chronic back pain: a multisite validation. biorxiv. 2024. doi:10.1101/2024.01.30.578024.
BibTeX
@unpublished{misic2024Brainw,
title = {Brain white matter pathways of resilience to chronic back pain: a multisite validation},
author = {Misic, M. and Lee, N. and Zidda, F. and Sohn, K. and Usai, K. and Löffler, M. and Uddin, N. and Farooqi, A. and Schifitto, G. and Zhang, Z. and Nees, F. and Geha, P. and Flor, H.},
journal = {biorxiv},
year = {2024},
doi = {10.1101/2024.01.30.578024},
}
Research neighborhood
References, citing works, and semantically nearest findings. Click a node to open it.
Related findings
Translational Psychiatry 2016
Open access · CC-BY
Association between reduced white matter integrity in the corpus callosum and serotonin transporter gene DNA methylation in medication-naive patients with major depressive disorder
Journal of the American Society of Nephrology 2007
Citation only
Significance of Frailty among Dialysis Patients
BMB Reports 2013
Open access · CC-BY
Caloric restriction and its mimetics
Nature Communications 2013
Open access · CC-BY
Structural modulation of gut microbiota in life-long calorie-restricted mice
Nutrients 2023
Open access · CC-BY
Pharmacological Effects of Urolithin A and Its Role in Muscle Health and Performance: Current Knowledge and Prospects
Psychiatric News 2006
Citation only