ArticlePloS one2013
Fourier transform infrared imaging and infrared fiber optic probe spectroscopy identify collagen type in connective tissues.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 54 citations in OpenAlex.
- Skin keratin correlates with bone and tendon collagen quality: a proof-of-concept clinical study using FTIR spectroscopy in shoulder arthroplasty patients.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2026Article
- Studying Collagen Architecture in Solution by Raman Optical Activity Spectroscopy.Analytical chemistry · 2026Article
- Loss of collagen content is localized near cartilage lesions on the day of injurious loading and intensified on day 12.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2025Article
- Machine learning-assisted mid-infrared spectrochemical fibrillar collagen imaging in clinical tissues.Journal of biomedical optics · 2024Article
- Machine learning assisted mid-infrared spectrochemical fibrillar collagen imaging in clinical tissues.bioRxiv : the preprint server for biology · 2024Article
- Adeno-Associated Virus-Delivered Fibroblast Growth Factor 18 Gene Therapy Promotes Cartilage Anabolism.Cartilage · 2023Article
- Raman Spectroscopy and Machine Learning Enables Estimation of Articular Cartilage Structural, Compositional, and Functional Properties.Annals of biomedical engineering · 2023Article
- Infrared spectroscopy is suitable for objective assessment of articular cartilage health.Osteoarthritis and cartilage open · 2022Article
- Preclassification of Broadband and Sparse Infrared Data by Multiplicative Signal Correction Approach.Molecules (Basel, Switzerland) · 2022Article
- Article
- Applications of Vibrational Spectroscopy for Analysis of Connective Tissues.Molecules (Basel, Switzerland) · 2021Review
- Characterization of connective tissues using near-infrared spectroscopy and imaging.Nature protocols · 2021Article
- Linking structural and compositional changes in archaeological human bone collagen: an FTIR-ATR approach.Scientific reports · 2020Article
- The synovial surface of the articular cartilage.European journal of histochemistry : EJH · 2020Article
- Evaluating the effects of causes of death on postmortem interval estimation by ATR-FTIR spectroscopy.International journal of legal medicine · 2020Article
- The use of Fourier-transform infrared spectroscopy to characterize connective tissue components in skeletal muscle of Atlantic cod (Gadus morhua L.).Journal of biophotonics · 2019Article
- Spatial correlation of native and engineered cartilage components at micron resolution.Annals of the New York Academy of Sciences · 2019Article
- Isolation and mass spectrometry based hydroxyproline mapping of type II collagen derived fromCommunications biology · 2019Article
- Monitoring osteoarthritis progression using near infrared (NIR) spectroscopy.Scientific reports · 2017Article
- Imaging of Osteoarthritic Human Articular Cartilage using Fourier Transform Infrared Microspectroscopy Combined with Multivariate and Univariate Analysis.Scientific reports · 2016Article
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
Abstract
Hyaline cartilage and mechanically inferior fibrocartilage consisting of mixed collagen types are frequently found together in repairing articular cartilage. The present study seeks to develop methodology to identify collagen type and other tissue components using Fourier transform infrared (FTIR) spectral evaluation of matrix composition in combination with multivariate analyses. FTIR spectra of the primary molecular components of repair cartilage, types I and II collagen, and aggrecan, were used to develop multivariate spectral models for discrimination of the matrix components of the tissues of interest. Infrared imaging data were collected from bovine bone, tendon, normal cartilage, meniscus and human repair cartilage tissues, and composition predicted using partial least squares analyses. Histology and immunohistochemistry results were used as standards for validation. Infrared fiber optic probe spectral data were also obtained from meniscus (a tissue with mixed collagen types) to evaluate the potential of this method for identification of collagen type in a minimally-invasive clinical application. Concentration profiles of the tissue components obtained from multivariate analysis were in excellent agreement with histology and immunohistochemistry results. Bone and tendon showed a uniform distribution of predominantly type I collagen through the tissue. Normal cartilage showed a distribution of type II collagen and proteoglycan similar to the known composition, while in repair cartilage, the spectral distribution of both types I and II collagen were similar to that observed via immunohistochemistry. Using the probe, the outer and inner regions of the meniscus were shown to be primarily composed of type I and II collagen, respectively, in accordance with immunohistochemistry data. In summary, multivariate analysis of infrared spectra can indeed be used to differentiate collagen type I and type II, even in the presence of proteoglycan, in connective tissues, using both imaging and fiber optic methodology. This has great potential for clinical in situ applications for monitoring tissue repair.
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