Triple contrast computed tomography reveals site‐specific biomechanical differences in the human knee joint—A proof of concept study
Cartilage and synovial fluid are challenging to observe separately in native computed tomography (CT). We report the use of triple contrast agent (bismuth nanoparticles [BiNPs], CA4+, and gadoteridol) to image and segment cartilage in cadaveric knee joints with a clinical CT scanner. We hypothesize...
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Veröffentlicht in: | Journal of orthopaedic research 2024-02, Vol.42 (2), p.415-424 |
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creator | Orava, Heta Paakkari, Petri Jäntti, Jiri Honkanen, Miitu K. M. Honkanen, Juuso T. J. Virén, Tuomas Joenathan, Anisha Tanska, Petri Korhonen, Rami K. Grinstaff, Mark W. Töyräs, Juha Mäkelä, Janne T. A. |
description | Cartilage and synovial fluid are challenging to observe separately in native computed tomography (CT). We report the use of triple contrast agent (bismuth nanoparticles [BiNPs], CA4+, and gadoteridol) to image and segment cartilage in cadaveric knee joints with a clinical CT scanner. We hypothesize that BiNPs will remain in synovial fluid while the CA4+ and gadoteridol will diffuse into cartilage, allowing (1) segmentation of cartilage, and (2) evaluation of cartilage biomechanical properties based on contrast agent concentrations. To investigate these hypotheses, triple contrast agent was injected into both knee joints of a cadaver (N = 1), imaged with a clinical CT at multiple timepoints during the contrast agent diffusion. Knee joints were extracted, imaged with micro‐CT (µCT), and biomechanical properties of the cartilage surface were determined by stress‐relaxation mapping. Cartilage was segmented and contrast agent concentrations (CA4+ and gadoteridol) were compared with the biomechanical properties at multiple locations (n = 185). Spearman's correlation between cartilage thickness from clinical CT and reference µCT images verifies successful and reliable segmentation. CA4+ concentration is significantly higher in femoral than in tibial cartilage at 60 min and further timepoints, which corresponds to the higher Young's modulus observed in femoral cartilage. In this pilot study, we show that (1) large BiNPs do not diffuse into cartilage, facilitating straightforward segmentation of human knee joint cartilage in a clinical setting, and (2) CA4+ concentration in cartilage reflects the biomechanical differences between femoral and tibial cartilage. Thus, the triple contrast agent CT shows potential in cartilage morphology and condition estimation in clinical CT. |
doi_str_mv | 10.1002/jor.25683 |
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M. ; Honkanen, Juuso T. J. ; Virén, Tuomas ; Joenathan, Anisha ; Tanska, Petri ; Korhonen, Rami K. ; Grinstaff, Mark W. ; Töyräs, Juha ; Mäkelä, Janne T. A.</creator><creatorcontrib>Orava, Heta ; Paakkari, Petri ; Jäntti, Jiri ; Honkanen, Miitu K. M. ; Honkanen, Juuso T. J. ; Virén, Tuomas ; Joenathan, Anisha ; Tanska, Petri ; Korhonen, Rami K. ; Grinstaff, Mark W. ; Töyräs, Juha ; Mäkelä, Janne T. A.</creatorcontrib><description>Cartilage and synovial fluid are challenging to observe separately in native computed tomography (CT). We report the use of triple contrast agent (bismuth nanoparticles [BiNPs], CA4+, and gadoteridol) to image and segment cartilage in cadaveric knee joints with a clinical CT scanner. We hypothesize that BiNPs will remain in synovial fluid while the CA4+ and gadoteridol will diffuse into cartilage, allowing (1) segmentation of cartilage, and (2) evaluation of cartilage biomechanical properties based on contrast agent concentrations. To investigate these hypotheses, triple contrast agent was injected into both knee joints of a cadaver (N = 1), imaged with a clinical CT at multiple timepoints during the contrast agent diffusion. Knee joints were extracted, imaged with micro‐CT (µCT), and biomechanical properties of the cartilage surface were determined by stress‐relaxation mapping. Cartilage was segmented and contrast agent concentrations (CA4+ and gadoteridol) were compared with the biomechanical properties at multiple locations (n = 185). Spearman's correlation between cartilage thickness from clinical CT and reference µCT images verifies successful and reliable segmentation. CA4+ concentration is significantly higher in femoral than in tibial cartilage at 60 min and further timepoints, which corresponds to the higher Young's modulus observed in femoral cartilage. In this pilot study, we show that (1) large BiNPs do not diffuse into cartilage, facilitating straightforward segmentation of human knee joint cartilage in a clinical setting, and (2) CA4+ concentration in cartilage reflects the biomechanical differences between femoral and tibial cartilage. Thus, the triple contrast agent CT shows potential in cartilage morphology and condition estimation in clinical CT.</description><identifier>ISSN: 0736-0266</identifier><identifier>EISSN: 1554-527X</identifier><identifier>DOI: 10.1002/jor.25683</identifier><identifier>PMID: 37593815</identifier><language>eng</language><publisher>United States</publisher><subject>articular cartilage ; biomechanical testing ; Cartilage, Articular ; clinical contrast‐enhanced computed tomography ; Contrast Media ; Humans ; Knee Joint - diagnostic imaging ; osteoarthritis ; Pilot Projects ; Proof of Concept Study ; segmentation ; Tomography, X-Ray Computed - methods</subject><ispartof>Journal of orthopaedic research, 2024-02, Vol.42 (2), p.415-424</ispartof><rights>2023 The Authors. published by Wiley Periodicals LLC on behalf of Orthopaedic Research Society.</rights><rights>2023 The Authors. 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We hypothesize that BiNPs will remain in synovial fluid while the CA4+ and gadoteridol will diffuse into cartilage, allowing (1) segmentation of cartilage, and (2) evaluation of cartilage biomechanical properties based on contrast agent concentrations. To investigate these hypotheses, triple contrast agent was injected into both knee joints of a cadaver (N = 1), imaged with a clinical CT at multiple timepoints during the contrast agent diffusion. Knee joints were extracted, imaged with micro‐CT (µCT), and biomechanical properties of the cartilage surface were determined by stress‐relaxation mapping. Cartilage was segmented and contrast agent concentrations (CA4+ and gadoteridol) were compared with the biomechanical properties at multiple locations (n = 185). Spearman's correlation between cartilage thickness from clinical CT and reference µCT images verifies successful and reliable segmentation. 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CA4+ concentration is significantly higher in femoral than in tibial cartilage at 60 min and further timepoints, which corresponds to the higher Young's modulus observed in femoral cartilage. In this pilot study, we show that (1) large BiNPs do not diffuse into cartilage, facilitating straightforward segmentation of human knee joint cartilage in a clinical setting, and (2) CA4+ concentration in cartilage reflects the biomechanical differences between femoral and tibial cartilage. 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subjects | articular cartilage biomechanical testing Cartilage, Articular clinical contrast‐enhanced computed tomography Contrast Media Humans Knee Joint - diagnostic imaging osteoarthritis Pilot Projects Proof of Concept Study segmentation Tomography, X-Ray Computed - methods |
title | Triple contrast computed tomography reveals site‐specific biomechanical differences in the human knee joint—A proof of concept study |
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