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These studies suggest that there are various methods and technologies for identifying and classifying arteries and veins in different organisms, as well as insights into the genetic and molecular distinctions and development between these two types of blood vessels.
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A comprehensive atlas of the human brain's arterial and venous systems provides detailed anatomical illustrations. This atlas includes 45 plates of arteries and 15 plates of veins, with specimens injected with colored acrylic plastic (red for arteries and blue for veins) to enhance visibility. The dissections are photographed from various angles, offering a clear and detailed view of the vascular structures.
Recent advancements in computed tomography (CT) have enabled the automatic separation and classification of pulmonary arteries and veins. This method uses local and global information to construct a geometric graph representing the vessels' topology and spatial distribution. The system achieves a median accuracy of 89% in distinguishing between arteries and veins, closely matching manual annotations.
In the retina, arteries and veins form a vascular graph that can be separated using a rule-based method. This approach involves pre-segmentation and hand-labeled vessel segments, propagating labels through a dual constraint graph. The method effectively distinguishes between arteries and veins based on their anatomical characteristics.
A novel method combining deep learning and graph propagation has been developed for the segmentation and classification of retinal arteries and veins from fundus images. This technique achieves high accuracy in vessel segmentation (94.8%) and classification (specificity of 92.9% and sensitivity of 93.7%), outperforming previous methods.
Arteries and veins are structurally and functionally distinct. Arteries transport blood from the heart to tissues, with walls composed of elastic tissue and smooth muscle. As arteries branch and decrease in size, their walls incorporate more smooth muscle. Veins, on the other hand, return blood to the heart and have thinner walls with less elastic tissue.
Molecular markers differentiate arteries and veins at the cellular level. Ephrin-B2 marks arterial endothelial cells, while its receptor Eph-B4 marks venous cells. These markers are crucial for angiogenesis and the development of capillary networks, indicating that genetic programs play a significant role in arterial-venous differentiation .
Studies using zebrafish have identified signals responsible for the differentiation of arterial and venous endothelial cells. The gridlock (grl) gene, expressed in the lateral posterior mesoderm, guides the arterial-venous decision. Mutations in grl or interference with notch signaling can alter the development of arteries and veins, highlighting the genetic control over vascular differentiation .
The research on veins and arteries spans detailed anatomical atlases, advanced imaging techniques, and molecular and developmental biology. These studies collectively enhance our understanding of the structural, functional, and genetic distinctions between arteries and veins, providing valuable insights for both clinical and research applications.
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