A new method for diagnosing biochemical abnormalities of anterior cruciate ligament (ACL) in human knees: A Raman spectroscopic study

被引:3
|
作者
Matsunaga, Ryo [1 ]
Takahashi, Yasuhito [1 ,2 ]
Takahashi, Reisuke H. [3 ]
Nagao, Toshitaka [3 ]
Shishido, Takaaki [1 ]
Tateiwa, Toshiyuki [1 ]
Pezzotti, Giuseppe [1 ,4 ]
Yamamoto, Kengo [1 ]
机构
[1] Tokyo Med Univ, Dept Orthoped Surg, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan
[2] Tokyo Med Univ, Dept Bone & Joint Biomat Res, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan
[3] Tokyo Med Univ, Dept Anat Pathol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan
[4] Kyoto Inst Technol, Ceram Phys Lab, Sakyo Ku, Matsugasaki, Kyoto 6068585, Japan
基金
日本学术振兴会;
关键词
ACL; Tissue degeneration; Raman spectroscopy; LDA; Optical diagnosis; MUCOID DEGENERATION; FORMALIN FIXATION; I COLLAGEN; OSTEOARTHRITIS; SCATTERING; TISSUE;
D O I
10.1016/j.actbio.2019.09.016
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Anterior cruciate ligament (ACL) plays an essential role in knee joint stability and kinematics. The microstructural irregularities such as cellular changes and disorganization of the extracellular matrix (ECM) alter the mechanical properties of the ligament, leading to a significant knee functional instability and progression of osteoarthritis (OA). So far, the identification of the local abnormality in ACL has routinely relied on invasive analytical techniques such as histology or biochemical assays. The non-invasive diagnosis using magnetic resonance imaging (MRI) is still limited to identifying the presence/absence of partial/complete ruptures and mucoid degeneration. In this study, laser micro- Raman spectroscopy with near-infrared excitation (785 nm) was applied to human ACL in order to establish optical algorithms for non-destructively diagnosing a degeneration state at molecular level. Raman spectra were obtained from 44 ex-vivo ACL specimens, and these were subsequently classified as an early (subclinical) and advanced (clinical) level of tissue degradation based on the histopathological scoring system. The significant differences in Raman peak intensities were found between the different degeneration groups, which were assigned to the vibrational modes of nucleic acids in cells, collagens, and phospholipids. Linear discriminant analysis (LDA) was performed to identify cut-off values for the distributions of Raman intensity and intensity ratios, which enable to best discriminate between the early and advanced degenerated tissues. Raman intensity algorithms derived from I-1101/I-1749, [I-1002/I-1516 vs. I-1101/I-1749], and [I-1002/I-1749 vs. I-1101/I-1749], yielded a maximum diagnostic sensitivity of 100%, specificity of 80%, and accuracy of 91% for discriminating the degeneration severity. Statement of Significance In this study, laser micro-Raman spectroscopy was applied to human anterior cruciate ligament (ACL) to establish optical algorithms for non-destructively diagnosing the tissue degeneration at molecular level. To our knowledge, this is the first report on Raman diagnosis for human ACL. Linear discriminant analysis (LDA) was performed to identify cut-off values for Raman intensity and intensity ratios, which enable to best discriminate between an early (subclinical) and advanced (clinical) level of ACL degeneration. The intensity ratios of I-1101/I-1749, [I-1002/I-1516 vs. I-1101/I-1749], and [I-1002/I-1749 vs. I-1101/I-1749] yielded a maximum diagnostic sensitivity of 100%, specificity of 80%, and accuracy of 91% for discriminating the ACL degeneration. The present findings might contribute to expanding clinical diagnostic possibilities for non-invasively identifying tissue degeneration. (C) 2019 Acta Materialia Inc. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:284 / 294
页数:11
相关论文
共 50 条
  • [1] A Comparison of Standalone and Hybrid System in Diagnosing Anterior Cruciate Ligament (ACL) Injury
    Mazlan, S. S.
    Razali, M. H.
    Darus, M. F.
    Salim, S.
    Mukhtar, S. R.
    Kadir, M. K. A.
    Ayob, M. Z.
    5TH INTERNATIONAL CONFERENCE ON GREEN DESIGN AND MANUFACTURE 2019 (ICONGDM 2019), 2019, 2129
  • [2] High Prevalence of Anterolateral Ligament Abnormalities on MRI in Knees With Acute Anterior Cruciate Ligament Injuries
    Ferretti, Andrea
    Monaco, Edoardo
    Redler, Andrea
    Argento, Giuseppe
    De Carli, Angelo
    Saithna, Adnan
    Partezani Helito, Paulo Victor
    Helito, Camilo Partezani
    ORTHOPAEDIC JOURNAL OF SPORTS MEDICINE, 2019, 7 (06)
  • [3] Immunohistochemical study of mechanoreceptors in the tibial remnant of the ruptured anterior cruciate ligament in human knees
    Lee, Byung Ill
    Min, Kyung Dae
    Choi, Hyung Suk
    Kwon, Sai Won
    Chun, Dong Il
    Yun, Eun Soo
    Lee, Dong Wha
    Jin, So Young
    Yoo, Jae Ho
    KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY, 2009, 17 (09) : 1095 - 1101
  • [4] Distal femoral morphology is altered in skeletally immature anterior cruciate ligament (ACL) injured knees
    Lang, Pamela
    Ebramzadeh, Edward
    Beck, Jennifer J.
    PEDIATRICS, 2018, 142
  • [5] New biological approaches in the reconstruction of anterior cruciate ligament (ACL)
    Naranda, Jakob
    Vogrin, Matjaz
    ZDRAVNISKI VESTNIK-SLOVENIAN MEDICAL JOURNAL, 2010, 79 (05): : 419 - 426
  • [6] Incidence of the anterior meniscofemoral ligament: An arthroscopic study in anterior cruciate ligament-deficient knees
    Ranalletta, Maximiliano
    Rossi, Walter
    Paterno, Martin
    Abel Brigatti, Nestor
    Ranalletta, Aleandro
    ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY, 2007, 23 (03): : 275 - 277
  • [7] Immunohistochemical study of mechanoreceptors in the tibial remnant of the ruptured anterior cruciate ligament in human knees
    Byung Ill Lee
    Kyung Dae Min
    Hyung Suk Choi
    Sai Won Kwon
    Dong Il Chun
    Eun Soo Yun
    Dong Wha Lee
    So Young Jin
    Jae Ho Yoo
    Knee Surgery, Sports Traumatology, Arthroscopy, 2009, 17 : 1095 - 1101
  • [8] Tibial rotation in anterior cruciate ligament (ACL)-deficient and ACL-reconstructed knees - A theoretical proposition for the development of osteoarthritis
    Stergiou, Nicholas
    Ristanis, Stavros
    Moraiti, Constantina
    Georgoulis, Anastasios D.
    SPORTS MEDICINE, 2007, 37 (07) : 601 - 613
  • [9] High prevalence of anterolateral ligament abnormalities in magnetic resonance images of anterior cruciate ligament-injured knees
    Claes, Steven
    Bartholomeeusen, Stijn
    Bellemans, Johan
    ACTA ORTHOPAEDICA BELGICA, 2014, 80 (01): : 45 - 49
  • [10] Anterior cruciate ligament (ACL) reconstruction-A numerical case study
    Bhat, Bharath K.
    Adhikari, Raviraja
    Acharya, Kiran Kumar, V
    COGENT ENGINEERING, 2022, 9 (01):