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Updated: Aug 5, 2026

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CT-guided Preoperative Localization of Pulmonary Nodules Using a Glucose Test and Tissue Adhesive
Published on: January 30, 2026
Bridging Targeting Precision and Oncologic Safety: Localization Accuracy for Margin Adequacy in Cone-Beam Computed
Yu-Hsiang Wang1,2, Hsu-Chih Huang1,3, Chih-Yi Chen1,2
1Division of Thoracic Surgery, Chung Shan Medical University Hospital, Taichung 402, Taiwan.
Cancers
|July 28, 2026
Summary
Accurate localization of ground-glass pulmonary nodules is crucial for adequate surgical margins. A distance of 4.9 mm (Dmn) from the needle tip to the tumor margin during image-guided surgery may indicate inadequate margins, requiring further investigation.
Area of Science:
- Thoracic surgery
- Medical imaging
- Oncology
Background:
- Ground-glass pulmonary nodules require precise localization for adequate resection margins.
- Current methods lack a validated threshold for localization accuracy in thoracoscopic surgery.
- Image-guided localization aims to improve pathological margin adequacy.
Purpose of the Study:
- To evaluate the association between the distance to the nodule margin (Dmn) and pathological margin adequacy.
- To identify a clinically relevant threshold for localization accuracy in image-guided pulmonary nodule resection.
Main Methods:
- Retrospective review of 169 patients undergoing cone-beam CT-guided localization (hook-wire or dye) followed by thoracoscopic wedge resection.
- Dmn defined as the shortest 3D Euclidean distance from needle tip to tumor margin.
- Pathological margin adequacy defined as resection margin ≥ maximum tumor diameter.
Main Results:
- Dmn was independently associated with pathological margin inadequacy (OR 1.617, p < 0.001).
- An optimal Dmn cutoff of 4.9 mm was identified (AUC 0.827), with 71.0% sensitivity and 94.2% specificity.
- Margin inadequacy was significantly higher for Dmn ≥ 4.9 mm (73.3%) compared to Dmn < 4.9 mm (6.5%, p < 0.001).
Conclusions:
- A Dmn of approximately 4.9 mm is associated with pathological margin inadequacy in cone-beam CT-guided pulmonary nodule localization.
- This Dmn value may serve as a candidate intraoperative warning threshold for margin reassessment.
- Prospective external validation is necessary before routine clinical implementation.
