Skip to main content
Top
Published in: BMC Musculoskeletal Disorders 1/2014

Open Access 01-12-2014 | Research article

Characterization and quantification of angiogenesis in rheumatoid arthritis in a mouse model using μCT

Authors: Svitlana Gayetskyy, Oleg Museyko, Johannes Käßer, Andreas Hess, Georg Schett, Klaus Engelke

Published in: BMC Musculoskeletal Disorders | Issue 1/2014

Login to get access

Abstract

Background

Angiogenesis is an important pathophysiological process of chronic inflammation, especially in inflammatory arthritis. Quantitative measurement of changes in vascularization may improve the diagnosis and monitoring of arthritis. The aim of this work is the development of a 3D imaging and analysis framework for quantification of vascularization in experimental arthritis.

Methods

High-resolution micro-computed tomography (μCT) was used to scan knee joints of arthritic human tumor necrosis factor transgenic (hTNFtg) mice and non-arthritic wild-type controls previously perfused with lead-containing contrast agent Microfil MV-122. Vessel segmentation was performed by combination of intensity-based (local adaptive thresholding) and form-based (multi-scale method) segmentation techniques. Four anatomically defined concentric spherical shells centered in the knee joint were used as analysis volumes of interest. Vessel density, density distribution as well as vessel thickness, surface, spacing and number were measured. Simulated digital vessel tree models were used for validation of the algorithms.

Results

High-resolution μCT allows the quantitative assessment of the vascular tree in the knee joint during arthritis. Segmentation and analysis were highly automated but occasionally required manual corrections of the vessel segmentation close to the bone surfaces. Vascularization was significantly increased in arthritic hTNFtg mice compared to wild type controls. Precision errors for the morphologic parameters were smaller than 3% and 6% for intra- and interoperator analysis, respectively. Accuracy errors for vessel thickness were around 20% for vessels larger than twice the resolution of the scanner.

Conclusions

Arthritis-induced changes of the vascular tree, including detailed and quantitative description of the number of vessel branches, length of vessel segments and the bifurcation angle, can be detected by contrast-enhanced high-resolution μCT.
Appendix
Available only for authorised users
Literature
1.
go back to reference Neumann E, Lefevre S, Zimmermann B, Gay S, Muller-Ladner U: Rheumatoid arthritis progression mediated by activated synovial fibroblasts. Trends Mol Med. 2010, 16 (10): 458-468. 10.1016/j.molmed.2010.07.004. 2010/08/27CrossRefPubMed Neumann E, Lefevre S, Zimmermann B, Gay S, Muller-Ladner U: Rheumatoid arthritis progression mediated by activated synovial fibroblasts. Trends Mol Med. 2010, 16 (10): 458-468. 10.1016/j.molmed.2010.07.004. 2010/08/27CrossRefPubMed
2.
go back to reference Ospelt C, Neidhart M, Gay RE, Gay S: Synovial activation in rheumatoid arthritis. Front Biosci. 2004, 9: 2323-2334. 10.2741/1399. 2004/09/09CrossRefPubMed Ospelt C, Neidhart M, Gay RE, Gay S: Synovial activation in rheumatoid arthritis. Front Biosci. 2004, 9: 2323-2334. 10.2741/1399. 2004/09/09CrossRefPubMed
3.
go back to reference Kennedy A, Ng CT, Biniecka M, Saber T, Taylor C, O’Sullivan J, Veale DJ, Fearon U: Angiogenesis and blood vessel stability in inflammatory arthritis. Arthritis Rheum. 2010, 62 (3): 711-721. 10.1002/art.27287. 2010/02/27CrossRefPubMed Kennedy A, Ng CT, Biniecka M, Saber T, Taylor C, O’Sullivan J, Veale DJ, Fearon U: Angiogenesis and blood vessel stability in inflammatory arthritis. Arthritis Rheum. 2010, 62 (3): 711-721. 10.1002/art.27287. 2010/02/27CrossRefPubMed
5.
go back to reference Ashraf S, Walsh DA: Angiogenesis in osteoarthritis. Curr Opin Rheumatol. 2008, 20 (5): 573-580. 10.1097/BOR.0b013e3283103d12. 2008/08/14CrossRefPubMed Ashraf S, Walsh DA: Angiogenesis in osteoarthritis. Curr Opin Rheumatol. 2008, 20 (5): 573-580. 10.1097/BOR.0b013e3283103d12. 2008/08/14CrossRefPubMed
6.
go back to reference Fearon U, Veale DJ: Angiogenesis in arthritis: methodological and analytical details. Methods Mol Med. 2007, 135: 343-357. 10.1007/978-1-59745-401-8_22. 2007/10/24CrossRefPubMed Fearon U, Veale DJ: Angiogenesis in arthritis: methodological and analytical details. Methods Mol Med. 2007, 135: 343-357. 10.1007/978-1-59745-401-8_22. 2007/10/24CrossRefPubMed
7.
go back to reference Marrelli A, Cipriani P, Liakouli V, Carubbi F, Perricone C, Perricone R, Giacomelli R: Angiogenesis in rheumatoid arthritis: a disease specific process or a common response to chronic inflammation?. Autoimmun Rev. 2011, 10 (10): 595-598. 10.1016/j.autrev.2011.04.020. 2011/05/07CrossRefPubMed Marrelli A, Cipriani P, Liakouli V, Carubbi F, Perricone C, Perricone R, Giacomelli R: Angiogenesis in rheumatoid arthritis: a disease specific process or a common response to chronic inflammation?. Autoimmun Rev. 2011, 10 (10): 595-598. 10.1016/j.autrev.2011.04.020. 2011/05/07CrossRefPubMed
8.
go back to reference Raatz Y, Ibrahim S, Feldmann M, Paleolog EM: Gene expression profiling and functional analysis of angiogenic markers in murine collagen-induced arthritis. Arthritis Res Ther. 2012, 14 (4): R169-10.1186/ar3922. 2012/07/24CrossRefPubMedPubMedCentral Raatz Y, Ibrahim S, Feldmann M, Paleolog EM: Gene expression profiling and functional analysis of angiogenic markers in murine collagen-induced arthritis. Arthritis Res Ther. 2012, 14 (4): R169-10.1186/ar3922. 2012/07/24CrossRefPubMedPubMedCentral
9.
go back to reference Zhao Q, Shen X, Zhang W, Zhu G, Qi J, Deng L: Mice with increased angiogenesis and osteogenesis due to conditional activation of HIF pathway in osteoblasts are protected from ovariectomy induced bone loss. Bone. 2012, 50 (3): 763-770. 10.1016/j.bone.2011.12.003. 2011/12/24CrossRefPubMed Zhao Q, Shen X, Zhang W, Zhu G, Qi J, Deng L: Mice with increased angiogenesis and osteogenesis due to conditional activation of HIF pathway in osteoblasts are protected from ovariectomy induced bone loss. Bone. 2012, 50 (3): 763-770. 10.1016/j.bone.2011.12.003. 2011/12/24CrossRefPubMed
10.
go back to reference Ehling J, Theek B, Gremse F, Baetke S, Mockel D, Maynard J, Ricketts SA, Grull H, Neeman M, Knuechel R, Lederle W, Kiessling F, Lammers T: Micro-CT imaging of tumor angiogenesis: quantitative measures describing micromorphology and vascularization. Am J Pathol. 2014, 184 (2): 431-441. 10.1016/j.ajpath.2013.10.014. 2013/11/23CrossRefPubMed Ehling J, Theek B, Gremse F, Baetke S, Mockel D, Maynard J, Ricketts SA, Grull H, Neeman M, Knuechel R, Lederle W, Kiessling F, Lammers T: Micro-CT imaging of tumor angiogenesis: quantitative measures describing micromorphology and vascularization. Am J Pathol. 2014, 184 (2): 431-441. 10.1016/j.ajpath.2013.10.014. 2013/11/23CrossRefPubMed
11.
go back to reference Savai R, Langheinrich AC, Schermuly RT, Pullamsetti SS, Dumitrascu R, Traupe H, Rau WS, Seeger W, Grimminger F, Banat GA: Evaluation of angiogenesis using micro-computed tomography in a xenograft mouse model of lung cancer. Neoplasia. 2009, 11 (1): 48-56. 2008/12/25CrossRefPubMedPubMedCentral Savai R, Langheinrich AC, Schermuly RT, Pullamsetti SS, Dumitrascu R, Traupe H, Rau WS, Seeger W, Grimminger F, Banat GA: Evaluation of angiogenesis using micro-computed tomography in a xenograft mouse model of lung cancer. Neoplasia. 2009, 11 (1): 48-56. 2008/12/25CrossRefPubMedPubMedCentral
12.
go back to reference Marxen M, Thornton MM, Chiarot CB, Klement G, Koprivnikar J, Sled JG, Henkelman RM: MicroCT scanner performance and considerations for vascular specimen imaging. Med Phys. 2004, 31 (2): 305-313. 10.1118/1.1637971. 2004/03/06CrossRefPubMed Marxen M, Thornton MM, Chiarot CB, Klement G, Koprivnikar J, Sled JG, Henkelman RM: MicroCT scanner performance and considerations for vascular specimen imaging. Med Phys. 2004, 31 (2): 305-313. 10.1118/1.1637971. 2004/03/06CrossRefPubMed
13.
go back to reference Engelke K, Karolczak M, Lutz A, Seibert U, Schaller S, Kalender W: [Micro-CT. Technology and application for assessing bone structure]. Radiologe. 1999, 39 (3): 203-212. 10.1007/s001170050497.CrossRefPubMed Engelke K, Karolczak M, Lutz A, Seibert U, Schaller S, Kalender W: [Micro-CT. Technology and application for assessing bone structure]. Radiologe. 1999, 39 (3): 203-212. 10.1007/s001170050497.CrossRefPubMed
14.
go back to reference Parfitt AM, Drezner MK, Glorieux FH, Kanis JA, Malluche H, Meunier PJ, Ott SM, Recker RR: Bone histomorphometry: standardization of nomenclature, symbols, and units. J Bone Miner Res. 1987, 2: 595-610.CrossRefPubMed Parfitt AM, Drezner MK, Glorieux FH, Kanis JA, Malluche H, Meunier PJ, Ott SM, Recker RR: Bone histomorphometry: standardization of nomenclature, symbols, and units. J Bone Miner Res. 1987, 2: 595-610.CrossRefPubMed
15.
go back to reference Hildebrand T, Rüegsegger P: A new method for the model independent assessment of thickness in three-dimensional images. J Microsc. 1997, 185: 67-75. 10.1046/j.1365-2818.1997.1340694.x.CrossRef Hildebrand T, Rüegsegger P: A new method for the model independent assessment of thickness in three-dimensional images. J Microsc. 1997, 185: 67-75. 10.1046/j.1365-2818.1997.1340694.x.CrossRef
16.
go back to reference Glüer CC, Blake G, Lu Y, Blunt BA, Jergas M, Genant HK: Accurate assessment of precision errors: how to measure the reproducibility of bone densitometry techniques. Osteoporos Int. 1995, 5 (4): 262-270. 10.1007/BF01774016.CrossRefPubMed Glüer CC, Blake G, Lu Y, Blunt BA, Jergas M, Genant HK: Accurate assessment of precision errors: how to measure the reproducibility of bone densitometry techniques. Osteoporos Int. 1995, 5 (4): 262-270. 10.1007/BF01774016.CrossRefPubMed
17.
go back to reference Dobosz M, Ntziachristos V, Scheuer W, Strobel S: Multispectral fluorescence ultramicroscopy: three-dimensional visualization and automatic quantification of tumor morphology, drug penetration, and antiangiogenic treatment response. Neoplasia. 2014, 16 (1): 1-13. 2014/02/25CrossRefPubMedPubMedCentral Dobosz M, Ntziachristos V, Scheuer W, Strobel S: Multispectral fluorescence ultramicroscopy: three-dimensional visualization and automatic quantification of tumor morphology, drug penetration, and antiangiogenic treatment response. Neoplasia. 2014, 16 (1): 1-13. 2014/02/25CrossRefPubMedPubMedCentral
18.
go back to reference Kang Y, Engelke K, Kalender WA: A new accurate and precise 3-D segmentation method for skeletal structures in volumetric CT data. IEEE Trans Med Imaging. 2003, 22 (5): 586-598. 10.1109/TMI.2003.812265.CrossRefPubMed Kang Y, Engelke K, Kalender WA: A new accurate and precise 3-D segmentation method for skeletal structures in volumetric CT data. IEEE Trans Med Imaging. 2003, 22 (5): 586-598. 10.1109/TMI.2003.812265.CrossRefPubMed
19.
go back to reference Korfiatis PD, Kalogeropoulou C, Karahaliou AN, Kazantzi AD, Costaridou LI: Vessel tree segmentation in presence of interstitial lung disease in MDCT. IEEE Trans Inf Technol Biomed. 2011, 15 (2): 214-220. 2011/02/15CrossRefPubMed Korfiatis PD, Kalogeropoulou C, Karahaliou AN, Kazantzi AD, Costaridou LI: Vessel tree segmentation in presence of interstitial lung disease in MDCT. IEEE Trans Inf Technol Biomed. 2011, 15 (2): 214-220. 2011/02/15CrossRefPubMed
20.
go back to reference Sato Y, Nakajima S, Shiraga N, Atsumi H, Yoshida S, Koller T, Gerig G, Kikinis R: Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images. Med Image Anal. 1998, 2 (2): 143-168. 10.1016/S1361-8415(98)80009-1. 2000/01/26CrossRefPubMed Sato Y, Nakajima S, Shiraga N, Atsumi H, Yoshida S, Koller T, Gerig G, Kikinis R: Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images. Med Image Anal. 1998, 2 (2): 143-168. 10.1016/S1361-8415(98)80009-1. 2000/01/26CrossRefPubMed
21.
go back to reference Xiong H, Wu J, Chen J: K-means clustering versus validation measures: a data-distribution perspective. IEEE Trans Syst Man Cybern B Cybern. 2009, 39 (2): 318-331. 2008/12/20CrossRefPubMed Xiong H, Wu J, Chen J: K-means clustering versus validation measures: a data-distribution perspective. IEEE Trans Syst Man Cybern B Cybern. 2009, 39 (2): 318-331. 2008/12/20CrossRefPubMed
Metadata
Title
Characterization and quantification of angiogenesis in rheumatoid arthritis in a mouse model using μCT
Authors
Svitlana Gayetskyy
Oleg Museyko
Johannes Käßer
Andreas Hess
Georg Schett
Klaus Engelke
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Musculoskeletal Disorders / Issue 1/2014
Electronic ISSN: 1471-2474
DOI
https://doi.org/10.1186/1471-2474-15-298

Other articles of this Issue 1/2014

BMC Musculoskeletal Disorders 1/2014 Go to the issue