Automatic identification and validation of planar collagen organization in the aorta wall with application to abdominal aortic aneurysm
Jazyk angličtina Země Anglie, Velká Británie Médium print-electronic
Typ dokumentu časopisecké články, práce podpořená grantem
PubMed
24016340
DOI
10.1017/s1431927613013251
PII: S1431927613013251
Knihovny.cz E-zdroje
- MeSH
- aneurysma břišní aorty patologie MeSH
- aorta chemie MeSH
- Fourierova analýza MeSH
- histocytochemie metody MeSH
- kolagen analýza MeSH
- laboratorní automatizace metody MeSH
- počítačové zpracování obrazu metody MeSH
- polarizační mikroskopie MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Názvy látek
- kolagen MeSH
Arterial physiology relies on a delicate three-dimensional (3D) organization of cells and extracellular matrix, which is remarkably altered by vascular diseases like abdominal aortic aneurysms (AAA). The ability to explore the micro-histology of the aorta wall is important in the study of vascular pathologies and in the development of vascular constitutive models, i.e., mathematical descriptions of biomechanical properties of the wall. The present study reports and validates a fast image processing sequence capable of quantifying collagen fiber organization from histological stains. Powering and re-normalizing the histogram of the classical fast Fourier transformation (FFT) is a key step in the proposed analysis sequence. This modification introduces a powering parameter w, which was calibrated to best fit the reference data obtained using classical FFT and polarized light microscopy (PLM) of stained histological slices of AAA wall samples. The values of w = 3 and 7 give the best correlation (Pearson's correlation coefficient larger than 0.7, R 2 about 0.7) with the classical FFT approach and PLM measurements. A fast and operator independent method to identify collagen organization in the arterial wall was developed and validated. This overcomes severe limitations of currently applied methods like PLM to identify collagen organization in the arterial wall.
Citace poskytuje Crossref.org
Full-Range Optical Imaging of Planar Collagen Fiber Orientation Using Polarized Light Microscopy