Diagnostics (Jan 2023)

High-Frequency (30 MHz–6 GHz) Breast Tissue Characterization Stabilized by Suction Force for Intraoperative Tumor Margin Assessment

  • Hadi Mokhtari Dowlatabad,
  • Amir Mamdouh,
  • Narges Yousefpour,
  • Reihane Mahdavi,
  • Ashkan Zandi,
  • Parisa Hoseinpour,
  • Seyed Mohammad Sadegh Moosavi-Kiasari,
  • Fereshte Abbasvandi,
  • Yasin Kordehlachin,
  • Mohammad Parniani,
  • Karim Mohammadpour-Aghdam,
  • Pooya Faranoush,
  • Mohammad Reza Foroughi-Gilvaee,
  • Mohammad Abdolahad

DOI
https://doi.org/10.3390/diagnostics13020179
Journal volume & issue
Vol. 13, no. 2
p. 179

Abstract

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A gigahertz (GHz) range antenna formed by a coaxial probe has been applied for sensing cancerous breast lesions in the scanning platform with the assistance of a suction tube. The sensor structure was a planar central layer and a metallic sheath of size of 3 cm2 connected to a network analyzer (keySight FieldFox N9918A) with operational bandwidth up to 26.5 GHz. Cancer tumor cells have significantly higher water content (as a dipolar molecule) than normal breast cells, changing their polarization responses and dielectric losses to incoming GHz-based stimulation. Principal component analysis named S11, related to the dispersion ratio of the input signal, is used as a parameter to identify malignant tumor cells in a mouse model (in vivo) and tumor specimens of breast cancer patients (in vitro) (both central and marginal parts). The results showed that S11 values in the frequency range from 5 to 6 GHz were significantly higher in cancer-involved breast lesions. Histopathological analysis was the gold standard for achieving the S11 calibration to distinguish normal from cancerous lesions. Our calibration on tumor specimens presented 82% positive predictive value (PPV), 100% negative predictive value (NPV), and 86% accuracy. Our goal is to apply this system as an in vivo non-invasive tumor margin scanner after further investigations in the future.

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