Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Gao, Liang, Orth, Patrick, Goebel, Lars K. H., Cucchiarini, Magali, Madry, Henning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
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
_version_ 1782451887502524416
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
work_keys_str_mv AT gaoliang anovelalgorithmforapreciseanalysisofsubchondralbonealterations
AT orthpatrick anovelalgorithmforapreciseanalysisofsubchondralbonealterations
AT goebellarskh anovelalgorithmforapreciseanalysisofsubchondralbonealterations
AT cucchiarinimagali anovelalgorithmforapreciseanalysisofsubchondralbonealterations
AT madryhenning anovelalgorithmforapreciseanalysisofsubchondralbonealterations
AT gaoliang novelalgorithmforapreciseanalysisofsubchondralbonealterations
AT orthpatrick novelalgorithmforapreciseanalysisofsubchondralbonealterations
AT goebellarskh novelalgorithmforapreciseanalysisofsubchondralbonealterations
AT cucchiarinimagali novelalgorithmforapreciseanalysisofsubchondralbonealterations
AT madryhenning novelalgorithmforapreciseanalysisofsubchondralbonealterations