DT-MRI Based Computation of Collagen Fiber Deformation in Human Articular Cartilage: A Feasibility Study

被引:46
|
作者
Pierce, David M. [1 ]
Trobin, Werner [2 ]
Raya, Jose G. [3 ]
Trattnig, Siegfried [4 ]
Bischof, Horst [2 ]
Glaser, Christian
Holzapfel, Gerhard A. [1 ,5 ]
机构
[1] Graz Univ Technol, Ctr Biomed Engn, Inst Biomech, A-8010 Graz, Austria
[2] Graz Univ Technol, Inst Comp Graph & Vis, A-8010 Graz, Austria
[3] Univ Munich, Josef Lissner Lab Biomed Imaging, Dept Clin Radiol, D-81377 Munich, Germany
[4] Med Univ Vienna, Ctr Excellence High Field MR, Dept Radiol, A-1090 Vienna, Austria
[5] Royal Inst Technol KTH, Sch Engn Sci, Dept Solid Mech, S-10044 Stockholm, Sweden
基金
奥地利科学基金会;
关键词
Finite element simulation; Constitutive modeling; Hyperviscoelasticity; Magnetic resonance imaging; Diffusion tensor; VISCOELASTIC PROPERTIES; TENSILE BEHAVIOR; MODEL; ANISOTROPY; COMPRESSION; NETWORK; MATRIX; INDENTATION; ORIENTATION; FORMULATION;
D O I
10.1007/s10439-010-9990-9
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Accurate techniques for simulating the deformation of soft biological tissues are an increasingly valuable tool in many areas of biomechanical analysis and medical image computing. To model the complex morphology and response of articular cartilage, a hyperviscoelastic (dispersed) fiber-reinforced constitutive model is employed to complete two specimen-specific finite element (FE) simulations of an indentation experiment, with and without considering fiber dispersion. Ultra-high field Diffusion Tensor Magnetic Resonance Imaging (17.6 T DT-MRI) is performed on a specimen of human articular cartilage before and after indentation to similar to 20% compression. Based on this DT-MRI data, we detail a novel FE approach to determine the geometry (edge detection from first eigenvalue), the meshing (semi-automated smoothing of DTI measurement voxels), and the fiber structural input (estimated principal fiber direction and dispersion). The global and fiber fabric deformations of both the un-dispersed and dispersed fiber models provide a satisfactory match to that estimated experimentally. In both simulations, the fiber fabric in the superficial and middle zones becomes more aligned with the articular surface, although the dispersed model appears more consistent with the literature. In the future, a multi-disciplinary combination of DT-MRI and numerical simulation will allow the functional state of articular cartilage to be determined in vivo.
引用
收藏
页码:2447 / 2463
页数:17
相关论文
共 50 条
  • [41] Raman spectroscopy-based water measurements identify the origin of MRI T2 signal in human articular cartilage zones and predict histopathologic score
    Unal, Mustafa
    Wilson, Robert L.
    Neu, Corey P.
    Akkus, Ozan
    JOURNAL OF BIOPHOTONICS, 2022, 15 (01)
  • [42] Importance of depth-wise distribution of collagen and proteoglycans in articular cartilage-A 3D finite element study of stresses and strains in human knee joint
    Halonen, K. S.
    Mononen, M. E.
    Jurvelin, J. S.
    Toyras, J.
    Korhonen, R. K.
    JOURNAL OF BIOMECHANICS, 2013, 46 (06) : 1184 - 1192
  • [43] Detecting Articular Cartilage and Meniscus Deformation Effects Using Magnetization Transfer Ultrashort Echo Time (MT-UTE) Modeling during Mechanical Load Application: Ex Vivo Feasibility Study
    Jerban, Saeed
    Kasibhatla, Akhil
    Ma, Yajun
    Wu, Mei
    Chen, Yanjun
    Guo, Tan
    Wan, Lidi
    Szeverenyi, Nikolaus
    Chang, Eric Y.
    Du, Jiang
    CARTILAGE, 2021, 13 (1_SUPPL) : 665S - 673S
  • [44] MEASUREMENT OF ARTICULAR CARTILAGE THICKNESS USING A THREE-DIMENSIONAL IMAGE RECONSTRUCTED FROM B-MODE ULTRASONOGRAPHY MECHANICAL SCANS FEASIBILITY STUDY BY COMPARISON WITH MRI-DERIVED DATA
    Ohashi, Satoru
    Ohnishi, Isao
    Matsumoto, Takuya
    Bessho, Masahiko
    Matsuyama, Juntaro
    Tobita, Kenji
    Kaneko, Masako
    Nakamura, Kozo
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2012, 38 (03): : 402 - 411
  • [45] An in vitro comparative study of T2 and T2* mappings of human articular cartilage at 3-Tesla MRI using histology as the standard of reference
    Kim, Taehee
    Min, Byoung-Hyun
    Yoon, Seung-Hyun
    Kim, Hakil
    Park, Sunghoon
    Lee, Hyun Young
    Kwack, Kyu-Sung
    SKELETAL RADIOLOGY, 2014, 43 (07) : 947 - 954
  • [46] An in vitro comparative study of T2 and T2* mappings of human articular cartilage at 3-Tesla MRI using histology as the standard of reference
    Taehee Kim
    Byoung-Hyun Min
    Seung-Hyun Yoon
    Hakil Kim
    Sunghoon Park
    Hyun Young Lee
    Kyu-Sung Kwack
    Skeletal Radiology, 2014, 43 : 947 - 954
  • [47] Ability of a Urine Assay of Type II Collagen Cleavage by Collagenases to Detect Early Onset and Progression of Articular Cartilage Degeneration: Results from a Population-based Cohort Study
    Poole, A. Robin
    Ha, Nhuan
    Bourdon, Suzanne
    Sayre, Eric C.
    Guermazi, Ali
    Cibere, Jolanda
    JOURNAL OF RHEUMATOLOGY, 2016, 43 (10) : 1864 - 1870
  • [48] Topographic deformation patterns of knee cartilage after exercises with high knee flexion: an in vivo 3D MRI study using voxel-based analysis at 3T
    Annie Horng
    J. G. Raya
    M. Stockinger
    M. Notohamiprodjo
    M. Pietschmann
    U. Hoehne-Hueckstaedt
    U. Glitsch
    R. Ellegast
    K. G. Hering
    C. Glaser
    European Radiology, 2015, 25 : 1731 - 1741
  • [49] Topographic deformation patterns of knee cartilage after exercises with high knee flexion: an in vivo 3D MRI study using voxel-based analysis at 3T
    Horng, Annie
    Raya, J. G.
    Stockinger, M.
    Notohamiprodjo, M.
    Pietschmann, M.
    Hoehne-Hueckstaedt, U.
    Glitsch, U.
    Ellegast, R.
    Hering, K. G.
    Glaser, C.
    EUROPEAN RADIOLOGY, 2015, 25 (06) : 1731 - 1741
  • [50] Predicting real-time 3D deformation field maps (DFM) based on volumetric cine MRI (VC-MRI) and artificial neural networks for on-board 4D target tracking: a feasibility study
    Pham, Jonathan
    Harris, Wendy
    Sun, Wenzheng
    Yang, Zi
    Yin, Fang-Fang
    Ren, Lei
    PHYSICS IN MEDICINE AND BIOLOGY, 2019, 64 (16):