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Near Infrared Spectroscopy Enables Differentiation of Mechanically and Enzymatically Induced Cartilage Injuries
- Source :
- Annals of Biomedical Engineering
-
Abstract
- This study evaluates the feasibility of near infrared (NIR) spectroscopy to distinguish between different cartilage injury types associated with post-traumatic osteoarthritis and idiopathic osteoarthritis (OA) induced by mechanical and enzymatic damages. Bovine osteochondral samples (n = 72) were subjected to mechanical (n = 24) and enzymatic (n = 36) damage; NIR spectral measurements were acquired from each sample before and after damage, and from a separate control group (n = 12). Biomechanical measurements were then conducted to determine the functional integrity of the samples. NIR spectral variations resulting from different damage types were investigated and the samples classified using partial least squares discriminant analysis (PLS-DA). Partial least squares regression (PLSR) was then employed to investigate the relationship between the NIR spectra and biomechanical properties of the samples. Results of the study demonstrate that substantial spectral changes occur in the region of 1700–2200 nm due to tissue damages, while differences between enzymatically and mechanically induced damages can be observed mainly in the region of 1780–1810 nm. We conclude that NIR spectroscopy, combined with multivariate analysis, is capable of discriminating between cartilage injuries that mimic idiopathic OA and traumatic injuries based on specific spectral features. This information could be useful in determining the optimal treatment strategy during cartilage repair in arthroscopy.
- Subjects :
- Cartilage, Articular
Post-traumatic osteoarthritis
0206 medical engineering
Biomedical Engineering
02 engineering and technology
Osteoarthritis
Articular cartilage
03 medical and health sciences
Cartilage damage
Partial least squares regression
medicine
Animals
Biomechanics
Cartilage repair
Spectroscopy
030304 developmental biology
0303 health sciences
Spectroscopy, Near-Infrared
medicine.diagnostic_test
Chemistry
Cartilage
Arthroscopy
Near-infrared spectroscopy
NIR spectroscopy
medicine.disease
020601 biomedical engineering
Biomechanical Phenomena
medicine.anatomical_structure
Original Article
Cattle
Nir spectra
Biomedical engineering
Subjects
Details
- Language :
- English
- ISSN :
- 15739686 and 00906964
- Volume :
- 48
- Issue :
- 9
- Database :
- OpenAIRE
- Journal :
- Annals of Biomedical Engineering
- Accession number :
- edsair.doi.dedup.....ad578bd7c0c12d4a674be816406128e8
- Full Text :
- https://doi.org/10.1007/s10439-020-02506-z