Quantitative Biomarkers Derived from a Novel, Contrast-Free Ultrasound, High-Definition Microvessel Imaging for Differentiating Choroidal Tumors.
Shaheeda A AduseiSoroosh SabetiNicholas B LarsonLauren A DalvinMostafa FatemiAzra AlizadPublished in: Cancers (2024)
Angiogenesis has an essential role in the de novo evolution of choroidal melanoma as well as choroidal nevus transformation into melanoma. Differentiating early-stage melanoma from nevus is of high clinical importance; thus, imaging techniques that provide objective information regarding tumor microvasculature structures could aid accurate early detection. Herein, we investigated the feasibility of quantitative high-definition microvessel imaging (qHDMI) for differentiation of choroidal tumors in humans. This new ultrasound-based technique encompasses a series of morphological filtering and vessel enhancement techniques, enabling the visualization of tumor microvessels as small as 150 microns and extracting vessel morphological features as new tumor biomarkers. Distributional differences between the malignant melanomas and benign nevi were tested on 37 patients with choroidal tumors using a non-parametric Wilcoxon rank-sum test, and statistical significance was declared for biomarkers with p -values < 0.05. The ocular oncology diagnosis was choroidal melanoma (malignant) in 21 and choroidal nevus (benign) in 15 patients. The mean thickness of benign and malignant masses was 1.70 ± 0.40 mm and 3.81 ± 2.63 mm, respectively. Six HDMI biomarkers, including number of vessel segments ( p = 0.003), number of branch points ( p = 0.003), vessel density ( p = 0.03), maximum tortuosity ( p = 0.001), microvessel fractal dimension ( p = 0.002), and maximum diameter ( p = 0.003) exhibited significant distributional differences between the two groups. Contrast-free HDMI provided noninvasive imaging and quantification of microvessels of choroidal tumors. The results of this pilot study indicate the potential use of qHDMI as a complementary tool for characterization of small ocular tumors and early detection of choroidal melanoma.
Keyphrases
- optical coherence tomography
- optic nerve
- high resolution
- age related macular degeneration
- early stage
- magnetic resonance
- magnetic resonance imaging
- contrast enhanced
- skin cancer
- healthcare
- endothelial cells
- mass spectrometry
- computed tomography
- palliative care
- ejection fraction
- chronic kidney disease
- climate change
- lymph node
- single molecule
- neoadjuvant chemotherapy
- patient reported outcomes
- photodynamic therapy
- human health
- high speed