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Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model

Osteoarthritis (OA) is a chronic degenerative disease that leads to joint failure, pain, and disability. Gene regulation is implicated as a driver of the imbalance between the expression of catabolic and anabolic factors that eventually leads to the degeneration of osteoarthritic cartilage. In our m...

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Autores principales: Korostynski, Michal, Malek, Natalia, Piechota, Marcin, Starowicz, Katarzyna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5748428/
https://www.ncbi.nlm.nih.gov/pubmed/29134405
http://dx.doi.org/10.1007/s10142-017-0576-6
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author Korostynski, Michal
Malek, Natalia
Piechota, Marcin
Starowicz, Katarzyna
author_facet Korostynski, Michal
Malek, Natalia
Piechota, Marcin
Starowicz, Katarzyna
author_sort Korostynski, Michal
collection PubMed
description Osteoarthritis (OA) is a chronic degenerative disease that leads to joint failure, pain, and disability. Gene regulation is implicated as a driver of the imbalance between the expression of catabolic and anabolic factors that eventually leads to the degeneration of osteoarthritic cartilage. In our model, knee-joint OA was induced in male Wistar rats by intra-articular sodium monoiodoacetate (MIA) injections. Whole-genome microarrays were used to analyse the alterations in gene expression during the time-course of OA development (at 2, 14, and 28 days post-injection) in rat knee joints. The identified co-expressed groups of genes were analysed for enriched regulatory mechanisms, functional classes, and cell-type-specific expression. This analysis revealed 272 regulated transcripts (ANOVA FDR < 0.1% and fold > 2). Functionally, the five major gene expression patterns (A–E) were connected to PPAR signalling and adipogenesis (in cluster A), WNT signalling (in cluster B), endochondral ossification (in cluster C), matrix metalloproteinases and the ACE/RAGE pathway (in cluster D), and the Toll-like receptor, and IL-1 signalling pathways (in cluster E). Moreover, the dynamic profiles of these transcriptional changes were assigned to cellular compartments of the knee joint. Classifying the molecular processes associated with the development of cartilage degeneration provides novel insight into the OA disease process. Our study identified groups of co-regulated genes that share functional relationships and that may play an important role in the early and intermediate stages of OA. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10142-017-0576-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-57484282018-01-19 Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model Korostynski, Michal Malek, Natalia Piechota, Marcin Starowicz, Katarzyna Funct Integr Genomics Original Article Osteoarthritis (OA) is a chronic degenerative disease that leads to joint failure, pain, and disability. Gene regulation is implicated as a driver of the imbalance between the expression of catabolic and anabolic factors that eventually leads to the degeneration of osteoarthritic cartilage. In our model, knee-joint OA was induced in male Wistar rats by intra-articular sodium monoiodoacetate (MIA) injections. Whole-genome microarrays were used to analyse the alterations in gene expression during the time-course of OA development (at 2, 14, and 28 days post-injection) in rat knee joints. The identified co-expressed groups of genes were analysed for enriched regulatory mechanisms, functional classes, and cell-type-specific expression. This analysis revealed 272 regulated transcripts (ANOVA FDR < 0.1% and fold > 2). Functionally, the five major gene expression patterns (A–E) were connected to PPAR signalling and adipogenesis (in cluster A), WNT signalling (in cluster B), endochondral ossification (in cluster C), matrix metalloproteinases and the ACE/RAGE pathway (in cluster D), and the Toll-like receptor, and IL-1 signalling pathways (in cluster E). Moreover, the dynamic profiles of these transcriptional changes were assigned to cellular compartments of the knee joint. Classifying the molecular processes associated with the development of cartilage degeneration provides novel insight into the OA disease process. Our study identified groups of co-regulated genes that share functional relationships and that may play an important role in the early and intermediate stages of OA. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10142-017-0576-6) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2017-11-13 2018 /pmc/articles/PMC5748428/ /pubmed/29134405 http://dx.doi.org/10.1007/s10142-017-0576-6 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Korostynski, Michal
Malek, Natalia
Piechota, Marcin
Starowicz, Katarzyna
Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model
title Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model
title_full Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model
title_fullStr Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model
title_full_unstemmed Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model
title_short Cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model
title_sort cell-type-specific gene expression patterns in the knee cartilage in an osteoarthritis rat model
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5748428/
https://www.ncbi.nlm.nih.gov/pubmed/29134405
http://dx.doi.org/10.1007/s10142-017-0576-6
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