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A novel algorithm for a precise analysis of subchondral bone alterations
Subchondral bone alterations are emerging as considerable clinical problems associated with articular cartilage repair. Their analysis exposes a pattern of variable changes, including intra-lesional osteophytes, residual microfracture holes, peri-hole bone resorption, and subchondral bone cysts. A p...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5011758/ https://www.ncbi.nlm.nih.gov/pubmed/27596562 http://dx.doi.org/10.1038/srep32982 |
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author | Gao, Liang Orth, Patrick Goebel, Lars K. H. Cucchiarini, Magali Madry, Henning |
author_facet | Gao, Liang Orth, Patrick Goebel, Lars K. H. Cucchiarini, Magali Madry, Henning |
author_sort | Gao, Liang |
collection | PubMed |
description | Subchondral bone alterations are emerging as considerable clinical problems associated with articular cartilage repair. Their analysis exposes a pattern of variable changes, including intra-lesional osteophytes, residual microfracture holes, peri-hole bone resorption, and subchondral bone cysts. A precise distinction between them is becoming increasingly important. Here, we present a tailored algorithm based on continuous data to analyse subchondral bone changes using micro-CT images, allowing for a clear definition of each entity. We evaluated this algorithm using data sets originating from two large animal models of osteochondral repair. Intra-lesional osteophytes were detected in 3 of 10 defects in the minipig and in 4 of 5 defects in the sheep model. Peri-hole bone resorption was found in 22 of 30 microfracture holes in the minipig and in 17 of 30 microfracture holes in the sheep model. Subchondral bone cysts appeared in 1 microfracture hole in the minipig and in 5 microfracture holes in the sheep model (n = 30 holes each). Calculation of inter-rater agreement (90% agreement) and Cohen’s kappa (kappa = 0.874) revealed that the novel algorithm is highly reliable, reproducible, and valid. Comparison analysis with the best existing semi-quantitative evaluation method was also performed, supporting the enhanced precision of this algorithm. |
format | Online Article Text |
id | pubmed-5011758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-50117582016-09-12 A novel algorithm for a precise analysis of subchondral bone alterations Gao, Liang Orth, Patrick Goebel, Lars K. H. Cucchiarini, Magali Madry, Henning Sci Rep Article Subchondral bone alterations are emerging as considerable clinical problems associated with articular cartilage repair. Their analysis exposes a pattern of variable changes, including intra-lesional osteophytes, residual microfracture holes, peri-hole bone resorption, and subchondral bone cysts. A precise distinction between them is becoming increasingly important. Here, we present a tailored algorithm based on continuous data to analyse subchondral bone changes using micro-CT images, allowing for a clear definition of each entity. We evaluated this algorithm using data sets originating from two large animal models of osteochondral repair. Intra-lesional osteophytes were detected in 3 of 10 defects in the minipig and in 4 of 5 defects in the sheep model. Peri-hole bone resorption was found in 22 of 30 microfracture holes in the minipig and in 17 of 30 microfracture holes in the sheep model. Subchondral bone cysts appeared in 1 microfracture hole in the minipig and in 5 microfracture holes in the sheep model (n = 30 holes each). Calculation of inter-rater agreement (90% agreement) and Cohen’s kappa (kappa = 0.874) revealed that the novel algorithm is highly reliable, reproducible, and valid. Comparison analysis with the best existing semi-quantitative evaluation method was also performed, supporting the enhanced precision of this algorithm. Nature Publishing Group 2016-09-06 /pmc/articles/PMC5011758/ /pubmed/27596562 http://dx.doi.org/10.1038/srep32982 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Gao, Liang Orth, Patrick Goebel, Lars K. H. Cucchiarini, Magali Madry, Henning A novel algorithm for a precise analysis of subchondral bone alterations |
title | A novel algorithm for a precise analysis of subchondral bone alterations |
title_full | A novel algorithm for a precise analysis of subchondral bone alterations |
title_fullStr | A novel algorithm for a precise analysis of subchondral bone alterations |
title_full_unstemmed | A novel algorithm for a precise analysis of subchondral bone alterations |
title_short | A novel algorithm for a precise analysis of subchondral bone alterations |
title_sort | novel algorithm for a precise analysis of subchondral bone alterations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5011758/ https://www.ncbi.nlm.nih.gov/pubmed/27596562 http://dx.doi.org/10.1038/srep32982 |
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