Table 1. Description of the image analysis process.
Analysis |
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Element | Staining (IHC, HC) | Digitisation | Material | Software | Algorithm (segmentation) |
Blood vessels | Anti CD31 (Dako, clone JC70A, 1/50) | -Scanner: Aperio ScanScope XT (Aperio, Vista, CA) − × 40 magnification -TIF format | -Individual images -TIFF format -HSV colour model | AngioPatha | |
Ret Fs | Gomori | -Individual images -JPEG format, quality 80 -RGB colour model | Image-Pro Plus (Media Cybernetics, Inc., Silver Spring, MD, USA) | Customised macro: black and dark brown Ret Fs -Colour adjustments: None -Segmentation: R 0–181, G 0–178, B 0–172 -Restriction of the shape and size of the objects detected (roundness >3, area >7.5 μm2, length >8 μm, width >1.5 μm) to avoid unspecific signal-form cell nuclei | |
Col I Fs | Masson's trichrome | Customised macro: specifically detect thick collagen type I bundles and distinguish them from other thinner blue-stained collagen -Colour adjustments: colour hues intensified (brightness: 68, contrast: 81, gamma: 1) -Segmentation: R 0–17, G 0–90, B 255–255 -Restriction of the shape and size of the objects detected (roundness >2, area >7.5 μm2, length >8 μm, width >10 μm). | |||
Elastic fibres | Orcein | No image analysis was performed: a subset of 69 samples was only subjectively assesed by a pathologist | |||
GAGs | Alcian blue pH 2.5 Stain Kit (Artisan, Dako) | -Whole-digitised slide (identification of cylinders corresponding to the different samples) -TIFF format -RGB colour model | Aperio ImageScope | Positive pixel count: -Colour adjustments: None -Segmentation: RGB >221 -Remaining parameters set by default |
Abbreviations: Col I Fs=collagen type I fibres; GAGs=glycosaminoglycans; HC=histochemistry ; HSV=hue, saturation and value colour model; IHC=immunohistochemistry; JPEG=joint photographic expert group format; Ret Fs=reticulin fibres; RGB=red, green and blue colour model; TIFF=tagged image file format.
Angiopath: self-designed tool (Fernandez-Carrobles et al, 2013) with minor modifications. In all cases, large trabeculae were excluded.