Dual-Contrast Agent with Nanoparticle and Molecular Components in Photon-Counting Computed Tomography: Assessing Articular Cartilage Health

Petri Paakkari*, Satu I. Inkinen, Jiri Jäntti, Juuso Tuppurainen, Maria C. Fugazzola, Anisha Joenathan, Sampo Ylisiurua, Miika T. Nieminen, Heikki Kröger, Santtu Mikkonen, René van Weeren, Brian D. Snyder, Juha Töyräs, Miitu K.M. Honkanen, Hanna Matikka, Mark W. Grinstaff, Juuso T.J. Honkanen, Janne T.A. Mäkelä

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Purpose: Photon-counting detectors (PCDs) are cutting-edge technology that enable spectral computed tomography (CT) imaging with a single scan. Spectral imaging is particularly effective in contrast-enhanced CT (CECT) imaging, especially when multiple contrast agents are utilized, as materials are distinguishable based on their unique X-ray absorption. One application of CECT is joint imaging, where it assesses the structure and composition of articular cartilage soft tissue. This evaluates articular cartilage and reveals compositional changes associated with early-stage osteoarthritis (OA) using a photon-counting detector CT (PCD-CT) technique combined with a dual-contrast agent method. Methods: A dual-contrast agent combination was used, consisting of proteoglycan-binding cationic tantalum oxide nanoparticles, developed in our lab, and a commercial non-ionic iodinated iodixanol agent. Ex vivo equine stifle joint cartilage samples (N = 30) were immersed in the contrast agent bath for 96 hours and imaged at multiple timepoints for analysis of proteoglycan, collagen, and water contents as well as collagen orientation, histological scoring, and biomechanical parameters. Results: By analyzing contrast agent concentrations, the technique provided a simultaneous assessment of the solid constituents and function of cartilage. Contrast agent diffusion depended on contrast agent composition and was significantly different between healthy and early-stage OA groups within 12 hours. Conclusion: The present study shows the promising utility of the dual-contrast PCD-CT technique for articular cartilage assessment and early-stage OA detection.

Original languageEnglish
Pages (from-to)1423-1438
Number of pages16
JournalAnnals of Biomedical Engineering
Volume53
Issue number6
Early online date28 Mar 2025
DOIs
Publication statusPublished - Jun 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

Funding

Mikko Nissinen, M.Sc., is acknowledged for helping with the biomechanical measurements and histological grading.

FundersFunder number
Alfred Kordelin Foundation

    Keywords

    • Contrast-enhanced computed tomography
    • Material decomposition
    • Nanoparticle
    • Osteoarthritis
    • Photon-counting detector

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