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Development of normalized quantitative measures of lumbar disc degeneration

BACKGROUND: Lumbar disc degeneration (DD) is widely regarded as a likely contributor to low back pain (LBP), but the association between DD and LBP is relatively weak. No known studies have normalized quantitative measures of DD severity relative to multiple variables such as age, height, and disc l...

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Autores principales: King, Samuel, Magnussen, John, Elliott, James, Hancock, Mark Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540817/
https://www.ncbi.nlm.nih.gov/pubmed/37780819
http://dx.doi.org/10.1002/jsp2.1278
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author King, Samuel
Magnussen, John
Elliott, James
Hancock, Mark Jonathan
author_facet King, Samuel
Magnussen, John
Elliott, James
Hancock, Mark Jonathan
author_sort King, Samuel
collection PubMed
description BACKGROUND: Lumbar disc degeneration (DD) is widely regarded as a likely contributor to low back pain (LBP), but the association between DD and LBP is relatively weak. No known studies have normalized quantitative measures of DD severity relative to multiple variables such as age, height, and disc level. This study developed normalized quantitative measures (z‐scores) of disc signal intensity (DSI) and disc height (DH) to rate relative severity of DD. METHODS: Raw (unnormalized) quantitative measures of DSI and DH alongside potential normalization variables were acquired from MRI scans and clinical data of 76 patients. The associations between the raw quantitative measures and potential normalization variables were investigated to develop the normalized quantitative measures (z‐scores) of DSI and DH. Construct validity was assessed by comparing the normalized measures to an experienced radiologist's subjective measures of relative severity of DSI and DH loss. RESULTS: CSF signal intensity, age, and disc level were significantly associated with raw DSI (R (2) = 0.06, 0.25, and 0.09, respectively). Lumbar height and disc level were significantly associated with raw DH (R (2) = 0.13 and 0.31). Normalizing DSI and DH by these variables resulted in stronger relationships (R (2) = 0.39 and 0.37) than raw DSI and DH (R (2) = 0.24 and 0.31) with the radiologist's subjective measures. Normalized DSI and DH were both normally distributed (p = 0.32 and 0.12). CONCLUSIONS: Construct validity and the distributions suggested that normalized quantitative measures of DSI and DH are better than existing measures of DSI and DH at rating relative DD severity. Determining whether normalized quantitative measures are more predictive of clinical outcomes is important future research.
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spelling pubmed-105408172023-09-30 Development of normalized quantitative measures of lumbar disc degeneration King, Samuel Magnussen, John Elliott, James Hancock, Mark Jonathan JOR Spine Research Articles BACKGROUND: Lumbar disc degeneration (DD) is widely regarded as a likely contributor to low back pain (LBP), but the association between DD and LBP is relatively weak. No known studies have normalized quantitative measures of DD severity relative to multiple variables such as age, height, and disc level. This study developed normalized quantitative measures (z‐scores) of disc signal intensity (DSI) and disc height (DH) to rate relative severity of DD. METHODS: Raw (unnormalized) quantitative measures of DSI and DH alongside potential normalization variables were acquired from MRI scans and clinical data of 76 patients. The associations between the raw quantitative measures and potential normalization variables were investigated to develop the normalized quantitative measures (z‐scores) of DSI and DH. Construct validity was assessed by comparing the normalized measures to an experienced radiologist's subjective measures of relative severity of DSI and DH loss. RESULTS: CSF signal intensity, age, and disc level were significantly associated with raw DSI (R (2) = 0.06, 0.25, and 0.09, respectively). Lumbar height and disc level were significantly associated with raw DH (R (2) = 0.13 and 0.31). Normalizing DSI and DH by these variables resulted in stronger relationships (R (2) = 0.39 and 0.37) than raw DSI and DH (R (2) = 0.24 and 0.31) with the radiologist's subjective measures. Normalized DSI and DH were both normally distributed (p = 0.32 and 0.12). CONCLUSIONS: Construct validity and the distributions suggested that normalized quantitative measures of DSI and DH are better than existing measures of DSI and DH at rating relative DD severity. Determining whether normalized quantitative measures are more predictive of clinical outcomes is important future research. John Wiley & Sons, Inc. 2023-09-12 /pmc/articles/PMC10540817/ /pubmed/37780819 http://dx.doi.org/10.1002/jsp2.1278 Text en © 2023 The Authors. JOR Spine published by Wiley Periodicals LLC on behalf of Orthopaedic Research Society. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Research Articles
King, Samuel
Magnussen, John
Elliott, James
Hancock, Mark Jonathan
Development of normalized quantitative measures of lumbar disc degeneration
title Development of normalized quantitative measures of lumbar disc degeneration
title_full Development of normalized quantitative measures of lumbar disc degeneration
title_fullStr Development of normalized quantitative measures of lumbar disc degeneration
title_full_unstemmed Development of normalized quantitative measures of lumbar disc degeneration
title_short Development of normalized quantitative measures of lumbar disc degeneration
title_sort development of normalized quantitative measures of lumbar disc degeneration
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540817/
https://www.ncbi.nlm.nih.gov/pubmed/37780819
http://dx.doi.org/10.1002/jsp2.1278
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