Growth Regularity of Pulmonary Ground Glass Nodules Based on 3D Reconstruction Technology.
10.3779/j.issn.1009-3419.2023.101.11
- Author:
Yingying ZHOU
1
;
Yongkui ZHANG
2
;
Shanhua ZHANG
3
;
Chi ZHANG
1
;
Zhijun CHEN
2
Author Information
1. Jiamusi University, Jiamusi 154007, China.
2. Department of Thoracic Surgery, Zhoushan Hospital, Zhoushan 316021, China.
3. Department of Radiology, Zhoushan Hospital, Zhoushan 316021, China.
- Publication Type:Journal Article
- Keywords:
Computed tomography;
Follow-up;
Pulmonary ground glass nodules;
Three-dimensional reconstruction
- MeSH:
Humans;
Middle Aged;
Lung Neoplasms/pathology*;
Imaging, Three-Dimensional;
Neoplasm Invasiveness;
Retrospective Studies;
Multiple Pulmonary Nodules/pathology*;
Adenocarcinoma/pathology*
- From:
Chinese Journal of Lung Cancer
2023;26(4):265-273
- CountryChina
- Language:Chinese
-
Abstract:
BACKGROUND:Since the popularization of computed tomography (CT) technology, the detection rate of pulmonary ground glass nodules (GGNs) with imaging follow-up as the main management method has increased significantly. The purpose of this study is to quantitatively analyze the changes of pulmonary GGNs during the follow-up process with three-dimensional reconstruction technology, explore the natural progression of pulmonary GGNs, and provide effective basis for clinical guidance for patients to conduct reasonable management of nodules.
METHODS:A total of 115 cases of pulmonary GGNs with regular follow-up in the Combined Outpatient Department of Zhoushan Hospital from March 2015 to November 2022 were enrolled. Quantitative imaging features of nodules were extracted by semi-automatic segmentation of 3D Slicer software to evaluate the growth of nodules and clinical intervention during follow-up.
RESULTS:The average baseline age of the patients was (56.9±10.1) yr. The mean follow-up time was (48.8±18.9) months. The two-dimensional diameter of baseline CT scan was (7.9±2.9) mm, and the maximum three-dimensional diameter was (10.1±3.4) mm. The two-dimensional diameter of the last CT scan was (9.9±4.7) mm, and the maximum three-dimensional diameter was (11.4±5.1) mm. A total of 27 cases (23.5%) showed an increase during follow-up, with a median volume doubling time of 822 days and a median mass doubling time of 1,007 days. 32 cases were surgically resected, including 6 cases of invasive adenocarcinoma (IAC), 16 cases of minimally invasive adenocarcinoma (MIA), 8 cases of adenocarcinoma in situ (AIS) and 2 cases of atypical adenomatous hyperplasia (AAH). Five nodules underwent surgical intervention due to the progression of two-dimensional diameter, which was pathologically confirmed as pre-invasive lesions, but their three-dimensional maximum diameter showed no significant change. Nodular morphology, lobulated sign, spiculated sign and vacuole signs all promoted the growth of nodules in univariate analysis. There were significant differences in age, baseline diameter, mean CT value, median CT value, 10% and 90% percentile CT number between the growth group and the stable group (P<0.05). Multivariate Logistic regression analysis showed that age and average CT value were risk factors for nodule growth (P<0.05). Receiver-operating characteristic (ROC) curve analysis results indicated that the age ≥63 years old, the baseline three-dimensional maximum diameter ≥9.2 mm, and the average CT value ≥-507.8 HU were more likely to accelerate the growth of GGNs. The maximum three-dimensional diameter ≥14.4 mm and the average CT value ≥-495.7 HU may be a higher malignant probability.
CONCLUSIONS:GGNs show an inert growth process, and the use of three-dimensional measurements during follow-up is of greater significance. For persistent glass grinding nodules ≥63 years old, the baseline three-dimensional maximum diameter ≥9.2 mm, and the average CT value ≥-507.8 HU are more likely to increase. However, most nodules still have good prognosis after progression, and long-term follow-up is safe.
