1
|
Zhou X, Eltit F, Yang X, Maloufi S, Alousaimi H, Liu Q, Huang L, Wang R, Tang S. Detecting human articular cartilage degeneration in its early stage with polarization-sensitive optical coherence tomography. BIOMEDICAL OPTICS EXPRESS 2020; 11:2745-2760. [PMID: 32499957 DOI: 10.1364/boe.387242] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 04/11/2020] [Accepted: 04/15/2020] [Indexed: 02/05/2023]
Abstract
Detecting articular cartilage (AC) degeneration in its early stage plays a critical role in the diagnosis and treatment of osteoarthritis (OA). Polarization-sensitive optical coherence tomography (PS-OCT) is sensitive to the alteration and disruption of collagen organization that happens during OA progression. This study proposes an effective OA evaluating method based on PS-OCT imaging. A slope-based analysis is applied on the phase retardation images to segment articular cartilage into three zones along the depth direction. The boundaries and birefringence coefficients (BRCs) of each zone are quantified. Two parameters, namely phase homogeneity index (PHI) and zonal distinguishability (Dz), are further developed to quantify the fluctuation within each zone and the zone-to-zone variation of the tissue birefringence properties. The PS-OCT based evaluating method then combines PHI and Dz to provide a G PS score for the severity of OA. The proposed method is applied to human hip joint samples and the results are compared with the grading by histology images. The G PS score shows very strong statistical significance in differentiating different stages of OA. Compared to using the BRC of each zone or a single BRC for the entire depth, the G PS score shows great improvement in differentiating early-stage OA. The proposed method is shown to have great potential to be developed as a clinical tool for detecting OA.
Collapse
Affiliation(s)
- Xin Zhou
- Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC V6 T 1Z4, Canada
| | - Felipe Eltit
- Centre for Hip Health and Mobility, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.,School of Biomedical Engineering, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Xiao Yang
- Huaxi MR Research Center, Department of Radiology, West China Hospital and West China School of Medicine, Sichuan University, Chengdu 610041, China.,College of Polymer Science and Engineering, State Key laboratory of Polymer Materials Engineering, Sichuan University, Chengdu 610065, China
| | - Sina Maloufi
- Department of Physics and Astronomy, University of British Columbia, Vancouver, BC V6 T 1Z4, Canada
| | - Hanadi Alousaimi
- Centre for Hip Health and Mobility, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.,School of Biomedical Engineering, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Qihao Liu
- Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC V6 T 1Z4, Canada
| | - Lin Huang
- Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC V6 T 1Z4, Canada
| | - Rizhi Wang
- Centre for Hip Health and Mobility, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.,School of Biomedical Engineering, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.,Department of Materials Engineering, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Shuo Tang
- Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC V6 T 1Z4, Canada
| |
Collapse
|
2
|
Yao G, Duan D. High-resolution 3D tractography of fibrous tissue based on polarization-sensitive optical coherence tomography. Exp Biol Med (Maywood) 2020; 245:273-281. [PMID: 31813275 PMCID: PMC7370596 DOI: 10.1177/1535370219894332] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Fibrous tissues play important roles in many parts of the body. Their highly organized directional structure is essential in achieving their normal biomechanical and physiological functions. Disruption of the typical fiber organization in these tissues is often linked to pathological changes and disease progression. Tractography is a specialized imaging method that can reveal the detailed fiber architecture. Here, we review recent developments in high-resolution optical tractography using Jones matrix polarization-sensitive optical coherence tomography. We also illustrate the use of this new tractography technology for visualizing depth-resolved, three-dimensional fibrous structures and quantifying tissue damages in several major fibrous tissues.
Collapse
Affiliation(s)
- Gang Yao
- Department of Biomedical, Biological & Chemical Engineering, University of Missouri, Columbia, MO 65211, USA
| | - Dongsheng Duan
- Department of Molecular Microbiology and Immunology, School of Medicine, University of Missouri, Columbia, MO 65211, USA
| |
Collapse
|
3
|
Huynh RN, Pesante B, Nehmetallah G, Raub CB. Polarized reflectance from articular cartilage depends upon superficial zone collagen network microstructure. BIOMEDICAL OPTICS EXPRESS 2019; 10:5518-5534. [PMID: 31799028 PMCID: PMC6865123 DOI: 10.1364/boe.10.005518] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 09/09/2019] [Accepted: 09/10/2019] [Indexed: 05/02/2023]
Abstract
Polarized reflectance from articular cartilage involves light scattering dependent on surface features, sub-surface optical properties, and collagen birefringence. To understand how surface roughness, zonal collagen microstructure, and chondrocyte organization contribute to polarized reflectance signals, experiments were conducted on bovine cartilage explants and osteochondral cores to compare polarized reflectance texture with split lines and relate these signals to cartilage zonal features and chondrocyte distribution. Texture parameter sensitivity to articular surface damage was determined from polarized reflectance maps and optimized to detect surface damage. Results indicate that polarized reflectance texture predominantly derives from the superficial zone collagen network, while the parameter average value also depends on surface roughness and total cartilage thickness.
Collapse
Affiliation(s)
- R. N. Huynh
- Department of Biomedical Engineering, The Catholic University of America, 620 Michigan Ave NE., Washington, DC 20064, USA
| | - B. Pesante
- Department of Biomedical Engineering, The Catholic University of America, 620 Michigan Ave NE., Washington, DC 20064, USA
| | - G. Nehmetallah
- Department of Electrical Engineering and Computer Science, The Catholic University of America, 620 Michigan Ave NE., Washington, DC 20064, USA
| | - C. B. Raub
- Department of Biomedical Engineering, The Catholic University of America, 620 Michigan Ave NE., Washington, DC 20064, USA
| |
Collapse
|
4
|
Ravanfar M, Yao G. Simultaneous tractography and elastography imaging of the zone-specific structural and mechanical responses in articular cartilage under compressive loading. BIOMEDICAL OPTICS EXPRESS 2019; 10:3241-3256. [PMID: 31467777 PMCID: PMC6706024 DOI: 10.1364/boe.10.003241] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 05/28/2019] [Accepted: 05/29/2019] [Indexed: 05/09/2023]
Abstract
We quantified the precise zonal cartilage structural and mechanical responses to unconfined compressive loading by using simultaneous PSOCT based optical tractography and elastography imaging. Twelve bovine knee articular cartilage samples from six animals were imaged under bulk compression from 4% to 20%. The results revealed strong evidence that the conventional radial zone could be divided into two sub-zones with distinct mechanical properties. The "upper" part of the radial zone played a critical role in "absorbing" the mechanical compression. The study also showed that the zonal fiber organization greatly affected the cartilage structural and mechanical responses. A strong correlation was observed between the optical birefringence and logarithm of the Young's modulus. These new results provide useful information for improving mechanical modeling of articular cartilage and developing better cartilage-mimetic biomaterials.
Collapse
|
5
|
Ravanfar M, Yao G. Measurement of biaxial optical birefringence in articular cartilage. APPLIED OPTICS 2019; 58:2021-2027. [PMID: 30874069 DOI: 10.1364/ao.58.002021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 02/16/2019] [Indexed: 05/24/2023]
Abstract
Optical birefringence is a valuable parameter in evaluating collagen organization and assessing collagen degeneration in articular cartilage. A uniaxial birefringent model is implied when using existing methods such as polarized light microscopy in characterizing birefringence in cartilage. However, some studies suggest the existence of a sheet-like collagen organization in articular cartilage, which requires a biaxial birefringence model to describe. In this study, we applied a multi-incident birefringence measurement procedure to investigate the biaxial birefringence in articular cartilage. The results supported the existence of a small yet significant biaxial birefringence effect, which was in agreement with the expectation from a sheet-like collagen organization.
Collapse
|
6
|
Wang Y, Ravanfar M, Zhang K, Duan D, Yao G. Automatic quantification of microscopic heart damage in a mouse model of Duchenne muscular dystrophy using optical polarization tractography. JOURNAL OF BIOPHOTONICS 2018; 11:e201700284. [PMID: 29314725 DOI: 10.1002/jbio.201700284] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Revised: 12/06/2017] [Accepted: 01/03/2018] [Indexed: 06/07/2023]
Abstract
Quantification of microscopic myocardium damage in a diseased heart is important in studying disease progression and evaluating treatment outcome. However, it is challenging to use traditional histology and existing medical imaging modalities to quantify all microscopic damages in a small animal heart. Here, a method was developed for fast visualization and quantification of focal tissue damage in the mouse heart based on the fiber alignment index of the local myofiber organization obtained in optical polarization tractography (OPT). This method was tested in freshly excised hearts of the mdx4cv mouse, a commonly used mouse model for studying Duchenne cardiomyopathy. The hearts of age-matched C57BL/6 mice were also imaged as the normal controls. The results revealed a significant amount of damage in the mdx4cv hearts. Histology comparisons confirmed the damage identified by OPT. This fast and automatic method may greatly enhance preclinical studies in murine models of heart diseases.
Collapse
Affiliation(s)
- Yuanbo Wang
- Department of Bioengineering, University of Missouri, Columbia, Missouri
| | | | - Keqing Zhang
- Department of Molecular Microbiology & Immunology, University of Missouri, Columbia, Missouri
| | - Dongsheng Duan
- Department of Bioengineering, University of Missouri, Columbia, Missouri
- Department of Molecular Microbiology & Immunology, University of Missouri, Columbia, Missouri
| | - Gang Yao
- Department of Bioengineering, University of Missouri, Columbia, Missouri
| |
Collapse
|