Cargando…

Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative

INTRODUCTION: The goals of this study were (i) to compare the prevalence of focal knee abnormalities, the mean cartilage T(2 )relaxation time, and the spatial distribution of cartilage magnetic resonance (MR) T(2 )relaxation times between subjects with and without risk factors for Osteoarthritis (OA...

Descripción completa

Detalles Bibliográficos
Autores principales: Joseph, Gabby B, Baum, Thomas, Carballido-Gamio, Julio, Nardo, Lorenzo, Virayavanich, Warapat, Alizai, Hamza, Lynch, John A, McCulloch, Charles E, Majumdar, Sharmila, Link, Thomas M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3308083/
https://www.ncbi.nlm.nih.gov/pubmed/21933394
http://dx.doi.org/10.1186/ar3469
_version_ 1782227392928940032
author Joseph, Gabby B
Baum, Thomas
Carballido-Gamio, Julio
Nardo, Lorenzo
Virayavanich, Warapat
Alizai, Hamza
Lynch, John A
McCulloch, Charles E
Majumdar, Sharmila
Link, Thomas M
author_facet Joseph, Gabby B
Baum, Thomas
Carballido-Gamio, Julio
Nardo, Lorenzo
Virayavanich, Warapat
Alizai, Hamza
Lynch, John A
McCulloch, Charles E
Majumdar, Sharmila
Link, Thomas M
author_sort Joseph, Gabby B
collection PubMed
description INTRODUCTION: The goals of this study were (i) to compare the prevalence of focal knee abnormalities, the mean cartilage T(2 )relaxation time, and the spatial distribution of cartilage magnetic resonance (MR) T(2 )relaxation times between subjects with and without risk factors for Osteoarthritis (OA), (ii) to determine the relationship between MR cartilage T(2 )parameters, age and cartilage morphology as determined with whole-organ magnetic resonance imaging scores (WORMS) and (iii) to assess the reproducibility of WORMS scoring and T(2 )relaxation time measurements including the mean and grey level co-occurrence matrix (GLCM) texture parameters. METHODS: Subjects with risk factors for OA (n = 92) and healthy controls (n = 53) were randomly selected from the Osteoarthritis Initiative (OAI) incidence and control cohorts, respectively. The specific inclusion criteria for this study were (1) age range 45-55 years, (2) body mass index (BMI) of 19-27 kg/m(2), (3) Western Ontario and McMaster University (WOMAC) pain score of zero and (4) Kellgren Lawrence (KL) score of zero at baseline. 3.0 Tesla MR images of the right knee were analyzed using morphological gradings of cartilage, bone marrow and menisci (WORMS) as well as compartment specific cartilage T(2 )mean and heterogeneity. Regression models adjusted for age, gender, and BMI were used to determine the difference in cartilage parameters between groups. RESULTS: While there was no significant difference in the prevalence of knee abnormalities (cartilage lesions, bone marrow lesions, meniscus lesions) between controls and subjects at risk for OA, T(2 )parameters (mean T(2), GLCM contrast, and GLCM variance) were significantly elevated in those at risk for OA. Additionally, a positive significant association between cartilage WORMS score and cartilage T(2 )parameters was evident. CONCLUSIONS: Overall, this study demonstrated that subjects at risk for OA have both higher and more heterogeneous cartilage T(2 )values than controls, and that T(2 )parameters are associated with morphologic degeneration.
format Online
Article
Text
id pubmed-3308083
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-33080832012-03-20 Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative Joseph, Gabby B Baum, Thomas Carballido-Gamio, Julio Nardo, Lorenzo Virayavanich, Warapat Alizai, Hamza Lynch, John A McCulloch, Charles E Majumdar, Sharmila Link, Thomas M Arthritis Res Ther Research Article INTRODUCTION: The goals of this study were (i) to compare the prevalence of focal knee abnormalities, the mean cartilage T(2 )relaxation time, and the spatial distribution of cartilage magnetic resonance (MR) T(2 )relaxation times between subjects with and without risk factors for Osteoarthritis (OA), (ii) to determine the relationship between MR cartilage T(2 )parameters, age and cartilage morphology as determined with whole-organ magnetic resonance imaging scores (WORMS) and (iii) to assess the reproducibility of WORMS scoring and T(2 )relaxation time measurements including the mean and grey level co-occurrence matrix (GLCM) texture parameters. METHODS: Subjects with risk factors for OA (n = 92) and healthy controls (n = 53) were randomly selected from the Osteoarthritis Initiative (OAI) incidence and control cohorts, respectively. The specific inclusion criteria for this study were (1) age range 45-55 years, (2) body mass index (BMI) of 19-27 kg/m(2), (3) Western Ontario and McMaster University (WOMAC) pain score of zero and (4) Kellgren Lawrence (KL) score of zero at baseline. 3.0 Tesla MR images of the right knee were analyzed using morphological gradings of cartilage, bone marrow and menisci (WORMS) as well as compartment specific cartilage T(2 )mean and heterogeneity. Regression models adjusted for age, gender, and BMI were used to determine the difference in cartilage parameters between groups. RESULTS: While there was no significant difference in the prevalence of knee abnormalities (cartilage lesions, bone marrow lesions, meniscus lesions) between controls and subjects at risk for OA, T(2 )parameters (mean T(2), GLCM contrast, and GLCM variance) were significantly elevated in those at risk for OA. Additionally, a positive significant association between cartilage WORMS score and cartilage T(2 )parameters was evident. CONCLUSIONS: Overall, this study demonstrated that subjects at risk for OA have both higher and more heterogeneous cartilage T(2 )values than controls, and that T(2 )parameters are associated with morphologic degeneration. BioMed Central 2011 2011-09-20 /pmc/articles/PMC3308083/ /pubmed/21933394 http://dx.doi.org/10.1186/ar3469 Text en Copyright ©2011 Joseph et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Joseph, Gabby B
Baum, Thomas
Carballido-Gamio, Julio
Nardo, Lorenzo
Virayavanich, Warapat
Alizai, Hamza
Lynch, John A
McCulloch, Charles E
Majumdar, Sharmila
Link, Thomas M
Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative
title Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative
title_full Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative
title_fullStr Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative
title_full_unstemmed Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative
title_short Texture analysis of cartilage T(2 )maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T(2 )compared to normal controls - data from the osteoarthritis initiative
title_sort texture analysis of cartilage t(2 )maps: individuals with risk factors for oa have higher and more heterogeneous knee cartilage mr t(2 )compared to normal controls - data from the osteoarthritis initiative
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3308083/
https://www.ncbi.nlm.nih.gov/pubmed/21933394
http://dx.doi.org/10.1186/ar3469
work_keys_str_mv AT josephgabbyb textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT baumthomas textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT carballidogamiojulio textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT nardolorenzo textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT virayavanichwarapat textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT alizaihamza textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT lynchjohna textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT mccullochcharlese textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT majumdarsharmila textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative
AT linkthomasm textureanalysisofcartilaget2mapsindividualswithriskfactorsforoahavehigherandmoreheterogeneouskneecartilagemrt2comparedtonormalcontrolsdatafromtheosteoarthritisinitiative