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Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis
Objective: To identify molecular biomarkers for early knee osteoarthritis (OA), we examined whether joint effusion in the knee associated with different gene expression levels in the circulation. Materials and Methods: Joint effusion grades measured with magnetic resonance (MR) imaging and gene expr...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000Research
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4837985/ https://www.ncbi.nlm.nih.gov/pubmed/27134727 http://dx.doi.org/10.12688/f1000research.7763.1 |
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author | Peters, Marjolein J. Ramos, Yolande F.M. den Hollander, Wouter Schiphof, Dieuwke Hofman, Albert Uitterlinden, André G. Oei, Edwin H.G. Slagboom, P. Eline Kloppenburg, Margreet Bloem, Johan L. Bierma-Zeinstra, Sita M.A. Meulenbelt, Ingrid van Meurs, Joyce B.J. |
author_facet | Peters, Marjolein J. Ramos, Yolande F.M. den Hollander, Wouter Schiphof, Dieuwke Hofman, Albert Uitterlinden, André G. Oei, Edwin H.G. Slagboom, P. Eline Kloppenburg, Margreet Bloem, Johan L. Bierma-Zeinstra, Sita M.A. Meulenbelt, Ingrid van Meurs, Joyce B.J. |
author_sort | Peters, Marjolein J. |
collection | PubMed |
description | Objective: To identify molecular biomarkers for early knee osteoarthritis (OA), we examined whether joint effusion in the knee associated with different gene expression levels in the circulation. Materials and Methods: Joint effusion grades measured with magnetic resonance (MR) imaging and gene expression levels in blood were determined in women of the Rotterdam Study (N=135) and GARP (N=98). Associations were examined using linear regression analyses, adjusted for age, fasting status, RNA quality, technical batch effects, blood cell counts, and BMI. To investigate enriched pathways and protein-protein interactions, we used the DAVID and STRING webtools. Results: In a meta-analysis, we identified 257 probes mapping to 189 unique genes in blood that were nominally significantly associated with joint effusion grades in the knee. Several compelling genes were identified such as C1orf38 and NFATC1. Significantly enriched biological pathways were: response to stress, gene expression, negative regulation of intracellular signal transduction, and antigen processing and presentation of exogenous pathways. Conclusion: Meta-analyses and subsequent enriched biological pathways resulted in interesting candidate genes associated with joint effusion that require further characterization. Associations were not transcriptome-wide significant most likely due to limited power. Additional studies are required to replicate our findings in more samples, which will greatly help in understanding the pathophysiology of OA and its relation to inflammation, and may result in biomarkers urgently needed to diagnose OA at an early stage. |
format | Online Article Text |
id | pubmed-4837985 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | F1000Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-48379852016-04-29 Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis Peters, Marjolein J. Ramos, Yolande F.M. den Hollander, Wouter Schiphof, Dieuwke Hofman, Albert Uitterlinden, André G. Oei, Edwin H.G. Slagboom, P. Eline Kloppenburg, Margreet Bloem, Johan L. Bierma-Zeinstra, Sita M.A. Meulenbelt, Ingrid van Meurs, Joyce B.J. F1000Res Research Article Objective: To identify molecular biomarkers for early knee osteoarthritis (OA), we examined whether joint effusion in the knee associated with different gene expression levels in the circulation. Materials and Methods: Joint effusion grades measured with magnetic resonance (MR) imaging and gene expression levels in blood were determined in women of the Rotterdam Study (N=135) and GARP (N=98). Associations were examined using linear regression analyses, adjusted for age, fasting status, RNA quality, technical batch effects, blood cell counts, and BMI. To investigate enriched pathways and protein-protein interactions, we used the DAVID and STRING webtools. Results: In a meta-analysis, we identified 257 probes mapping to 189 unique genes in blood that were nominally significantly associated with joint effusion grades in the knee. Several compelling genes were identified such as C1orf38 and NFATC1. Significantly enriched biological pathways were: response to stress, gene expression, negative regulation of intracellular signal transduction, and antigen processing and presentation of exogenous pathways. Conclusion: Meta-analyses and subsequent enriched biological pathways resulted in interesting candidate genes associated with joint effusion that require further characterization. Associations were not transcriptome-wide significant most likely due to limited power. Additional studies are required to replicate our findings in more samples, which will greatly help in understanding the pathophysiology of OA and its relation to inflammation, and may result in biomarkers urgently needed to diagnose OA at an early stage. F1000Research 2016-01-27 /pmc/articles/PMC4837985/ /pubmed/27134727 http://dx.doi.org/10.12688/f1000research.7763.1 Text en Copyright: © 2016 Peters MJ et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Peters, Marjolein J. Ramos, Yolande F.M. den Hollander, Wouter Schiphof, Dieuwke Hofman, Albert Uitterlinden, André G. Oei, Edwin H.G. Slagboom, P. Eline Kloppenburg, Margreet Bloem, Johan L. Bierma-Zeinstra, Sita M.A. Meulenbelt, Ingrid van Meurs, Joyce B.J. Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis |
title | Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis |
title_full | Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis |
title_fullStr | Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis |
title_full_unstemmed | Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis |
title_short | Associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis |
title_sort | associations between joint effusion in the knee and gene expression levels in the circulation: a meta-analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4837985/ https://www.ncbi.nlm.nih.gov/pubmed/27134727 http://dx.doi.org/10.12688/f1000research.7763.1 |
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