Ultrasound Biomarkers: Contrast-enhanced Ultrasound and Nakagami Imaging to Differentiate Benign and Malignant Choroidal Tumor

Curr Eye Res. 2024 Nov;49(11):1208-1214. doi: 10.1080/02713683.2024.2366307. Epub 2024 Jun 16.

Abstract

Purpose: We hypothesized that contrast-enhanced ultrasound (CEUS) using a microbubble technique to quantify microvascular changes and Nakagami imaging for tissue characterization would provide a new approach for diagnosing and differentiating benign and malignant choroidal lesions.

Methods: Five patients with choroidal melanoma (CM) and five patients with choroidal hemangioma (CH) were selected. Definity®, which contains perflutren microbubbles, was administered as a slow IV bolus (1 ml). CEUS was performed for 1 min postinjection of the contrast agent with ultrasound radiofrequency data acquired from 10 s to 60 s. The contrast value was calculated for the whole tumor region. A gradient magnitude method was used for each postcontrast frames with 1-second interval, and the time-averaged value in pixel intensity gradient of postinjection frames was estimated and reported. Based on the Nakagami statistical distribution model, two Nakagami parameters, m and Ω, where m (shape parameter), representing tissue heterogeneity, and Ω (scale parameter), representing the average energy of backscattered signals, were studied.

Results: CEUS analysis showed that the time-averaged estimated contrast was significantly higher (p = 0.008) for CH compared to CM. Furthermore, the time-averaged contrast within the normal choroidal region was significantly higher than the choroidal tumor region for both CH and CM (p = 0.001 for CH cases and p < 0.0001 for CM cases). Nakagami analysis showed that the m estimates were significantly higher (p = 0.032) for CH (m = 0.61) than for CM (m = 0.28), indicating that CH is a more heterogeneous tumor than CM. The Ω estimates were significantly higher (p = 0.0019) for CH (Ω = 0.15) compared to CM (Ω = 0.03). These results may be due to the more vascular structures in CH compared to CM.

Conclusions: Quantitative intensity-based perfusion analysis using CEUS and backscattering tissue analysis using Nakagami imaging can provide valuable insights to differentiate benign and malignant choroidal lesions.

Keywords: Nakagami imaging; Ultrasound biomarkers; choroidal hemangioma; choroidal melanoma; contrast-enhanced ultrasound.

MeSH terms

  • Adult
  • Aged
  • Choroid / blood supply
  • Choroid / diagnostic imaging
  • Choroid / pathology
  • Choroid Neoplasms* / diagnosis
  • Choroid Neoplasms* / diagnostic imaging
  • Contrast Media*
  • Diagnosis, Differential
  • Female
  • Fluorocarbons / administration & dosage
  • Hemangioma / diagnosis
  • Hemangioma / diagnostic imaging
  • Humans
  • Male
  • Melanoma* / diagnosis
  • Melanoma* / diagnostic imaging
  • Microbubbles
  • Middle Aged
  • Ultrasonography / methods

Substances

  • Contrast Media
  • perflutren
  • Fluorocarbons