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SYSTEMATIC REVIEW article

Front. Oncol.

Sec. Cancer Imaging and Image-directed Interventions

Volume 15 - 2025 | doi: 10.3389/fonc.2025.1571528

This article is part of the Research TopicRevolutionizing Precision in Breast-Conserving Surgery: A Deep Dive into Emerging Imaging TechnologiesView all articles

The role of micro-CT in breast cancer management: a systematic review on the clinical applications of micro-CT in breast cancer and a diagnostic accuracy meta-analysis on intraoperative margin assessment

Provisionally accepted
Seyed  Mostafa Meshkati YazdSeyed Mostafa Meshkati Yazd1MAHTAB  VASIGHMAHTAB VASIGH1,2*Andreas  S PapazoglouAndreas S Papazoglou3*Alexandros  C LiatsosAlexandros C Liatsos3Keivan  RanjbarKeivan Ranjbar4Austin  D WilliamsAustin D Williams2Richard  J BleicherRichard J Bleicher2Orestis  L KatsamenisOrestis L Katsamenis5Mathew  L PierottiMathew L Pierotti2Christian  X Cruz PicoChristian X Cruz Pico2Stamatios  E TheocharisStamatios E Theocharis6Fani  TsolakiFani Tsolaki7Daniel  Richard LeffDaniel Richard Leff8James  MichaelsonJames Michaelson9
  • 1Tehran University of Medical Sciences, Tehran, Tehran, Iran
  • 2Fox Chase Cancer Center, Philadelphia, Pennsylvania, United States
  • 3Athens Naval Hospital, Athens, Greece
  • 4Shiraz University of Medical Sciences, Shiraz, Fars, Iran
  • 5µ-VIS X-ray Imaging Centre, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton, United Kingdom
  • 6First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece
  • 7Aristotle University of Thessaloniki, Thessaloniki, Central Macedonia, Greece
  • 8Department of Surgery and Cancer, School of Medicine, Imperial College London, London, United Kingdom
  • 9Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States

The final, formatted version of the article will be published soon.

There is a growing interest in exploring intraoperative methods for margin assessment of malignant breast specimens in breast-conserving surgeries (BCS). Micro-computed tomography (micro-CT) has already exhibited clinical value, yielding high-resolution three-dimensional (3D) volumetric images. Against this background, this study aimed to systematically evaluate the role of micro-CT in intraoperative margin assessment (IMA) in BCS.A systematic literature review has been conducted in Scopus, EMBASE, and PubMed up to December 10, 2024.Studies reporting the diagnostic indices of micro-CT for IMA compared to histopathologic results were utilized for a diagnostic accuracy meta-analysis.Eight out of the initially retrieved 2,921 studies evaluated the role of micro-CT in IMA and were eligible for calculating the pooled diagnostic indices. In those studies, 988 specimens/margins were scanned, and the scanning time ranged from 4 to 30 minutes. The pooled diagnostic indices were: a sensitivity of 0.63 (95% CI: 0.45 -0.79), a specificity of 0.78 (95% CI: 0.68 -0.85), and an accuracy of 0.77 (95% CI: 0.71 -0.84) for micro-CT based IMA compared to the gold-standard histopathological assessment.This study demonstrates that micro-CT imaging is a promising IMA technique for BCS by providing highresolution 3D images. These images can be acquired within a few minutes, allowing surgeons to assess margin status intra-operatively, and identify more than 70% of positive margins where reoperation rates are likely to decrease. Although these findings are encouraging, their clinical translation is still under investigation, and adequately empowered clinical trials are warranted to investigate the re-excision and local recurrence rates after micro-CT IMA assessment.

Keywords: Micro-computed tomography, intraoperative margin assessment, Breast-conserving surgery, breast cancer, 3D imaging

Received: 07 Feb 2025; Accepted: 31 Jul 2025.

Copyright: © 2025 Yazd, VASIGH, Papazoglou, Liatsos, Ranjbar, Williams, Bleicher, Katsamenis, Pierotti, Cruz Pico, Theocharis, Tsolaki, Leff and Michaelson. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
MAHTAB VASIGH, Tehran University of Medical Sciences, Tehran, 1417863181, Tehran, Iran
Andreas S Papazoglou, Athens Naval Hospital, Athens, Greece

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