Pore Extractor 2D: An ImageJ toolkit for quantifying cortical pore morphometry on histological bone images, with application to intraskeletal and regional patterning

ME Cole, SD Stout, VM Dominguez… - American Journal of …, 2022 - Wiley Online Library
American Journal of Biological Anthropology, 2022Wiley Online Library
Objectives Cortical porosity is used as a proxy of bone quality, fragility, and remodeling
activity in anthropological contexts. Histological quantification is limited by time‐intensive
manual annotation. Pore Extractor 2D is an ImageJ toolkit developed for computer‐assisted
pore identification and automated pore morphometry. Materials and Methods Toolkit
components include:(1) Utilities for cortical border clearing,(2) Image Pre‐Processing: Image
contrast enhancement and noise reduction,(3) Pore Extractor: User‐directed options for …
Objectives
Cortical porosity is used as a proxy of bone quality, fragility, and remodeling activity in anthropological contexts. Histological quantification is limited by time‐intensive manual annotation. Pore Extractor 2D is an ImageJ toolkit developed for computer‐assisted pore identification and automated pore morphometry.
Materials and Methods
Toolkit components include: (1) Utilities for cortical border clearing, (2) Image Pre‐Processing: Image contrast enhancement and noise reduction, (3) Pore Extractor: User‐directed options for segmenting, closing, and smoothing pore spaces, (4) Pore Modifier: Utilities to expedite manual correction of extracted pore spaces, and (5) Pore Analyzer: Morphometric analyses by pore type and anatomical region. Pore Extractor 2D was validated against manual annotation in a sample of midshaft mid‐thoracic human ribs (n = 30). Intraskeletal and regional analyses were piloted on matched (n = 9) human midshaft femora, tibiae, and sixth ribs.
Results
Pore Extractor 2D was statistically consistent with manual annotation of bone area, percent porosity, pore density, and mean pore size. The toolkit significantly (p < .05) reduced the smoothing effect of manual annotation by fitting pore borders to pixel brightness variations. Intraskeletal analyses found that the femur and tibia significantly exceeded the rib in “cortical” type porosity, while the rib predominantly formed “trabecularized” type porosity. Regional analyses determined that pore system expansion was elevated in the anterior femur, the anterior and medial tibia, and the cutaneous cortex of the rib.
Discussion
This toolkit provides expedited, semi‐automated porosity quantification that replicates manual annotation. Intraskeletal and regional variation in pore morphometry reflect localized strain patterning.
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