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Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis

OBJECTIVES: The aim of this study was to assess the texture of repair tissue and tissue adjacent to the repair site after matrix-associated chondrocyte transplantation (MACT) of the knee using gray-level co-occurrence matrix (GLCM) texture analysis of T(2) quantitative maps. METHODS: Twenty patients...

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Autores principales: Janacova, Veronika, Szomolanyi, Pavol, Kirner, Alexandra, Trattnig, Siegfried, Juras, Vladimir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705472/
https://www.ncbi.nlm.nih.gov/pubmed/35737095
http://dx.doi.org/10.1007/s00330-022-08897-y
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author Janacova, Veronika
Szomolanyi, Pavol
Kirner, Alexandra
Trattnig, Siegfried
Juras, Vladimir
author_facet Janacova, Veronika
Szomolanyi, Pavol
Kirner, Alexandra
Trattnig, Siegfried
Juras, Vladimir
author_sort Janacova, Veronika
collection PubMed
description OBJECTIVES: The aim of this study was to assess the texture of repair tissue and tissue adjacent to the repair site after matrix-associated chondrocyte transplantation (MACT) of the knee using gray-level co-occurrence matrix (GLCM) texture analysis of T(2) quantitative maps. METHODS: Twenty patients derived from the MRI sub-study of multicenter, single-arm phase III study underwent examination on a 3 T MR scanner, including a T(2) mapping sequence 12 and 24 months after MACT. Changes between the time points in mean T(2) values and 20 GLCM features were assessed for repair tissue, adjacent tissue, and reference cartilage. Differences in T(2) values and selected GLCM features between the three cartilage sites at two time points were analyzed using linear mixed-effect models. RESULTS: A significant decrease in T(2) values after MACT, between time points, was observed only in repair cartilage (p < 0.001). Models showed significant differences in GLCM features between repair tissue and reference cartilage, namely, autocorrelation (p < 0.001), correlation (p = 0.015), homogeneity (p = 0.002), contrast (p < 0.001), and difference entropy (p = 0.047). The effect of time was significant in a majority of models with regard to GLCM features (except autocorrelation) (p ≤ 0.001). Values in repair and adjacent tissue became similar to reference tissue over time. CONCLUSIONS: GLCM is a useful add-on to T(2) mapping in the evaluation of knee cartilage after MACT by increasing the sensitivity to changes in cartilage structure. The results suggest that cartilage tissue adjacent to the repair site heals along with the cartilage implant. KEY POINTS: • GLCM is a useful add-on to T(2) mapping in the evaluation of knee cartilage after MACT by increasing the sensitivity to changes in cartilage structure. • Repair and adjacent tissue became similar to reference tissue over time. • The results suggest that cartilage tissue adjacent to the repair site heals along with the cartilage implant. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-022-08897-y.
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spelling pubmed-97054722022-11-30 Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis Janacova, Veronika Szomolanyi, Pavol Kirner, Alexandra Trattnig, Siegfried Juras, Vladimir Eur Radiol Musculoskeletal OBJECTIVES: The aim of this study was to assess the texture of repair tissue and tissue adjacent to the repair site after matrix-associated chondrocyte transplantation (MACT) of the knee using gray-level co-occurrence matrix (GLCM) texture analysis of T(2) quantitative maps. METHODS: Twenty patients derived from the MRI sub-study of multicenter, single-arm phase III study underwent examination on a 3 T MR scanner, including a T(2) mapping sequence 12 and 24 months after MACT. Changes between the time points in mean T(2) values and 20 GLCM features were assessed for repair tissue, adjacent tissue, and reference cartilage. Differences in T(2) values and selected GLCM features between the three cartilage sites at two time points were analyzed using linear mixed-effect models. RESULTS: A significant decrease in T(2) values after MACT, between time points, was observed only in repair cartilage (p < 0.001). Models showed significant differences in GLCM features between repair tissue and reference cartilage, namely, autocorrelation (p < 0.001), correlation (p = 0.015), homogeneity (p = 0.002), contrast (p < 0.001), and difference entropy (p = 0.047). The effect of time was significant in a majority of models with regard to GLCM features (except autocorrelation) (p ≤ 0.001). Values in repair and adjacent tissue became similar to reference tissue over time. CONCLUSIONS: GLCM is a useful add-on to T(2) mapping in the evaluation of knee cartilage after MACT by increasing the sensitivity to changes in cartilage structure. The results suggest that cartilage tissue adjacent to the repair site heals along with the cartilage implant. KEY POINTS: • GLCM is a useful add-on to T(2) mapping in the evaluation of knee cartilage after MACT by increasing the sensitivity to changes in cartilage structure. • Repair and adjacent tissue became similar to reference tissue over time. • The results suggest that cartilage tissue adjacent to the repair site heals along with the cartilage implant. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-022-08897-y. Springer Berlin Heidelberg 2022-06-23 2022 /pmc/articles/PMC9705472/ /pubmed/35737095 http://dx.doi.org/10.1007/s00330-022-08897-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Musculoskeletal
Janacova, Veronika
Szomolanyi, Pavol
Kirner, Alexandra
Trattnig, Siegfried
Juras, Vladimir
Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis
title Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis
title_full Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis
title_fullStr Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis
title_full_unstemmed Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis
title_short Adjacent cartilage tissue structure after successful transplantation: a quantitative MRI study using T(2) mapping and texture analysis
title_sort adjacent cartilage tissue structure after successful transplantation: a quantitative mri study using t(2) mapping and texture analysis
topic Musculoskeletal
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705472/
https://www.ncbi.nlm.nih.gov/pubmed/35737095
http://dx.doi.org/10.1007/s00330-022-08897-y
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