Quantitative dual contrast photon-counting computed tomography for assessment of articular cartilage health

被引:17
作者
Paakkari, Petri [1 ,2 ]
Inkinen, Satu I. [3 ]
Honkanen, Miitu K. M. [1 ,4 ]
Prakash, Mithilesh [5 ]
Shaikh, Rubina [1 ]
Nieminen, Miika T. [3 ,6 ,7 ]
Grinstaff, Mark W. [8 ,9 ,10 ]
Makela, Janne T. A. [1 ]
Toyras, Juha [1 ,4 ,11 ]
Honkanen, Juuso T. J. [2 ,12 ]
机构
[1] Univ Eastern Finland, Dept Appl Phys, Kuopio 70210, Finland
[2] Kuopio Univ Hosp, Ctr Oncol, Kuopio, Finland
[3] Univ Oulu, Res Unit Med Imaging Phys & Technol, Oulu, Finland
[4] Kuopio Univ Hosp, Diagnost Imaging Ctr, Kuopio, Finland
[5] Univ Eastern Finland, AI Virtanen Inst Mol Sci, Kuopio, Finland
[6] Univ Oulu, Med Res Ctr, Oulu, Finland
[7] Oulu Univ Hosp, Dept Diagnost Radiol, Oulu, Finland
[8] Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
[9] Boston Univ, Dept Chem, Boston, MA 02215 USA
[10] Boston Univ, Dept Med, Boston, MA 02215 USA
[11] Univ Queensland, Sch Informat Technol & Elect Engn, Brisbane, Qld, Australia
[12] Kymenlaakso Social & Hlth Serv, Kymenlaakso Cent Hosp, Med Imaging & Radiat Therapy, Kotka, Finland
基金
芬兰科学院;
关键词
D O I
10.1038/s41598-021-84800-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Photon-counting detector computed tomography (PCD-CT) is a modern spectral imaging technique utilizing photon-counting detectors (PCDs). PCDs detect individual photons and classify them into fixed energy bins, thus enabling energy selective imaging, contrary to energy integrating detectors that detects and sums the total energy from all photons during acquisition. The structure and composition of the articular cartilage cannot be detected with native CT imaging but can be assessed using contrast-enhancement. Spectral imaging allows simultaneous decomposition of multiple contrast agents, which can be used to target and highlight discrete cartilage properties. Here we report, for the first time, the use of PCD-CT to quantify a cationic iodinated CA4+(targeting proteoglycans) and a non-ionic gadolinium-based gadoteridol (reflecting water content) contrast agents inside human osteochondral tissue (n=53). We performed PCD-CT scanning at diffusion equilibrium and compared the results against reference data of biomechanical and optical density measurements, and Mankin scoring. PCD-CT enables simultaneous quantification of the two contrast agent concentrations inside cartilage and the results correlate with the structural and functional reference parameters. With improved soft tissue contrast and assessment of proteoglycan and water contents, PCD-CT with the dual contrast agent method is of potential use for the detection and monitoring of osteoarthritis.
引用
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页数:11
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共 53 条
  • [1] Post-Traumatic Osteoarthritis: Improved Understanding and Opportunities for Early Intervention
    Anderson, Donald D.
    Chubinskaya, Susan
    Guilak, Farshid
    Martin, James A.
    Oegema, Theodore R.
    Olson, Steven A.
    Buckwaltert, Joseph A.
    [J]. JOURNAL OF ORTHOPAEDIC RESEARCH, 2011, 29 (06) : 802 - 809
  • [2] A framework for the in vivo pathomechanics of osteoarthritis at the knee
    Andriacchi, TP
    Mündermann, A
    Smith, RL
    Alexander, EJ
    Dyrby, CO
    Koo, S
    [J]. ANNALS OF BIOMEDICAL ENGINEERING, 2004, 32 (03) : 447 - 457
  • [3] Neutral solute transport across osteochondral interface: A finite element approach
    Arbabi, Vahid
    Pouran, Behdad
    Weinans, Harrie
    Zadpoor, Amir A.
    [J]. JOURNAL OF BIOMECHANICS, 2016, 49 (16) : 3833 - 3839
  • [4] Contrast agent electrostatic attraction rather than repulsion to glycosaminoglycans affords a greater contrast uptake ratio and improved quantitative CT imaging in cartilage
    Bansal, P. N.
    Stewart, R. C.
    Entezari, V.
    Snyder, B. D.
    Grinstaff, M. W.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2011, 19 (08) : 970 - 976
  • [5] Contrast Enhanced Computed Tomography can predict the glycosaminoglycan content and biomechanical properties of articular cartilage
    Bansal, P. N.
    Joshi, N. S.
    Entezari, V.
    Grinstaff, M. W.
    Snyder, B. D.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2010, 18 (02) : 184 - 191
  • [6] Cationic Contrast Agents Improve Quantification of Glycosaminoglycan (GAG) Content by Contrast Enhanced CT Imaging of Cartilage
    Bansal, Prashant N.
    Joshi, Neel S.
    Entezari, Vahid
    Malone, Bethany C.
    Stewart, Rachel C.
    Snyder, Brian D.
    Grinstaff, Mark W.
    [J]. JOURNAL OF ORTHOPAEDIC RESEARCH, 2011, 29 (05) : 704 - 709
  • [7] Quantitative Dual Contrast CT Technique for Evaluation of Articular Cartilage Properties
    Bhattarai, Abhisek
    Honkanen, Juuso T. J.
    Myller, Katariina A. H.
    Prakash, Mithilesh
    Korhonen, Miitu
    Saukko, Annina E. A.
    Viren, Tuomas
    Joukainen, Antti
    Patwa, Amit N.
    Kroger, Heikki
    Grinstaff, Mark W.
    Jurvelin, Jukka S.
    Toyras, Juha
    [J]. ANNALS OF BIOMEDICAL ENGINEERING, 2018, 46 (07) : 1038 - 1046
  • [8] Presence of comorbidities and prognosis of clinical symptoms in knee and/or hip osteoarthritis: A systematic review and meta-analysis
    Calders, Patrick
    Van Ginckel, Ans
    [J]. SEMINARS IN ARTHRITIS AND RHEUMATISM, 2018, 47 (06) : 805 - 813
  • [9] Review of current understanding of post-traumatic osteoarthritis resulting from sports injuries
    Carbone, Andrew
    Rodeo, Scott
    [J]. JOURNAL OF ORTHOPAEDIC RESEARCH, 2017, 35 (03) : 397 - 405
  • [10] Determining Tension-Compression Nonlinear Mechanical Properties of Articular Cartilage from Indentation Testing
    Chen, Xingyu
    Zhou, Yilu
    Wang, Liyun
    Santare, Michael H.
    Wan, Leo Q.
    Lu, X. Lucas
    [J]. ANNALS OF BIOMEDICAL ENGINEERING, 2016, 44 (04) : 1148 - 1158