Cargando…

Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine

The use of routine magnetic resonance imaging (MRI) to potentially assess skeletal fragility has been widely studied in osteoporosis. The aim of this study was to evaluate bone texture attributes (TA) from routine lumbar spine (LS) MRI and their correlation with vertebral fragility fractures (VFF) a...

Descripción completa

Detalles Bibliográficos
Autores principales: Maciel, J.G., Salmon, C.E.G., Hosseini, B.S., Azevedo-Marques, P.M., de Paula, F.J.A., Nogueira-Barbosa, M.H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Associação Brasileira de Divulgação Científica 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974079/
https://www.ncbi.nlm.nih.gov/pubmed/36856253
http://dx.doi.org/10.1590/1414-431X2023e12454
_version_ 1784898659947642880
author Maciel, J.G.
Salmon, C.E.G.
Hosseini, B.S.
Azevedo-Marques, P.M.
de Paula, F.J.A.
Nogueira-Barbosa, M.H.
author_facet Maciel, J.G.
Salmon, C.E.G.
Hosseini, B.S.
Azevedo-Marques, P.M.
de Paula, F.J.A.
Nogueira-Barbosa, M.H.
author_sort Maciel, J.G.
collection PubMed
description The use of routine magnetic resonance imaging (MRI) to potentially assess skeletal fragility has been widely studied in osteoporosis. The aim of this study was to evaluate bone texture attributes (TA) from routine lumbar spine (LS) MRI and their correlation with vertebral fragility fractures (VFF) and bone mineral density (BMD). Sixty-four post-menopausal women were submitted to LS densitometry, total spine radiographs, and routine T2-weighted LS MRI. Twenty-two TA were extracted with the platform IBEX from L3 vertebra. The statistical difference was evaluated using ANOVA and Duncan's post-test. Correlation analyses were performed using Spearman's coefficient. Statistical significance was considered when P<0.05. The results did not show a significant difference in BMD between the women with and without fractures. Two bone TA (cluster tendency and variance) were significantly lower in the fracture group. Cluster tendency with VFF in osteopenia was 1.54±1.37 and in osteoporosis was 1.11±58. Cluster tendency without VFF in osteopenia was 2.23±1.38 and in osteoporosis was 1.88±1.14). Variance with VFF in osteopenia was 1.44±1.37 and in osteoporosis was 1.13±59. Variance without VFF in osteopenia was 2.34±1.38 and in osteoporosis was 1.89±1.14. There was a significant correlation between BMD and cluster prominence (r=0.409), cluster tendency (r=0.345), correlation (r=0.570), entropy (r=0.364), information measure corr1 (r=0.378), inverse variance (r=0.449), sum entropy (r=0.320), variance (r=0.338), sum average (r=-0.274), and sum variance (r=-0.266). Our results demonstrated the potential use of TA extracted from routine MRI as a biomarker to assess osteoporosis and identify the tendency of skeletal fragility vertebral fractures.
format Online
Article
Text
id pubmed-9974079
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Associação Brasileira de Divulgação Científica
record_format MEDLINE/PubMed
spelling pubmed-99740792023-03-01 Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine Maciel, J.G. Salmon, C.E.G. Hosseini, B.S. Azevedo-Marques, P.M. de Paula, F.J.A. Nogueira-Barbosa, M.H. Braz J Med Biol Res Research Article The use of routine magnetic resonance imaging (MRI) to potentially assess skeletal fragility has been widely studied in osteoporosis. The aim of this study was to evaluate bone texture attributes (TA) from routine lumbar spine (LS) MRI and their correlation with vertebral fragility fractures (VFF) and bone mineral density (BMD). Sixty-four post-menopausal women were submitted to LS densitometry, total spine radiographs, and routine T2-weighted LS MRI. Twenty-two TA were extracted with the platform IBEX from L3 vertebra. The statistical difference was evaluated using ANOVA and Duncan's post-test. Correlation analyses were performed using Spearman's coefficient. Statistical significance was considered when P<0.05. The results did not show a significant difference in BMD between the women with and without fractures. Two bone TA (cluster tendency and variance) were significantly lower in the fracture group. Cluster tendency with VFF in osteopenia was 1.54±1.37 and in osteoporosis was 1.11±58. Cluster tendency without VFF in osteopenia was 2.23±1.38 and in osteoporosis was 1.88±1.14). Variance with VFF in osteopenia was 1.44±1.37 and in osteoporosis was 1.13±59. Variance without VFF in osteopenia was 2.34±1.38 and in osteoporosis was 1.89±1.14. There was a significant correlation between BMD and cluster prominence (r=0.409), cluster tendency (r=0.345), correlation (r=0.570), entropy (r=0.364), information measure corr1 (r=0.378), inverse variance (r=0.449), sum entropy (r=0.320), variance (r=0.338), sum average (r=-0.274), and sum variance (r=-0.266). Our results demonstrated the potential use of TA extracted from routine MRI as a biomarker to assess osteoporosis and identify the tendency of skeletal fragility vertebral fractures. Associação Brasileira de Divulgação Científica 2023-02-27 /pmc/articles/PMC9974079/ /pubmed/36856253 http://dx.doi.org/10.1590/1414-431X2023e12454 Text en https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Maciel, J.G.
Salmon, C.E.G.
Hosseini, B.S.
Azevedo-Marques, P.M.
de Paula, F.J.A.
Nogueira-Barbosa, M.H.
Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine
title Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine
title_full Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine
title_fullStr Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine
title_full_unstemmed Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine
title_short Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine
title_sort features of lumbar spine texture extracted from routine mri correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974079/
https://www.ncbi.nlm.nih.gov/pubmed/36856253
http://dx.doi.org/10.1590/1414-431X2023e12454
work_keys_str_mv AT macieljg featuresoflumbarspinetextureextractedfromroutinemricorrelatewithbonemineraldensityandcanpotentiallydifferentiatepatientswithandwithoutfragilityfracturesinthespine
AT salmonceg featuresoflumbarspinetextureextractedfromroutinemricorrelatewithbonemineraldensityandcanpotentiallydifferentiatepatientswithandwithoutfragilityfracturesinthespine
AT hosseinibs featuresoflumbarspinetextureextractedfromroutinemricorrelatewithbonemineraldensityandcanpotentiallydifferentiatepatientswithandwithoutfragilityfracturesinthespine
AT azevedomarquespm featuresoflumbarspinetextureextractedfromroutinemricorrelatewithbonemineraldensityandcanpotentiallydifferentiatepatientswithandwithoutfragilityfracturesinthespine
AT depaulafja featuresoflumbarspinetextureextractedfromroutinemricorrelatewithbonemineraldensityandcanpotentiallydifferentiatepatientswithandwithoutfragilityfracturesinthespine
AT nogueirabarbosamh featuresoflumbarspinetextureextractedfromroutinemricorrelatewithbonemineraldensityandcanpotentiallydifferentiatepatientswithandwithoutfragilityfracturesinthespine