Related Experiment Video
Updated: Jan 12, 2026

Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules
Published on: May 19, 2023
The Value of CT Vascular Sign in Differentiating Benign and Malignant Solid Pulmonary Nodules
Yu Peng1, Lan Yin1, Tian-You Luo1
1Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Objective:
To explore the relationship between solid pulmonary nodules (SPNs) and pulmonary vessels, aiming to identify more reliable features for distinguishing benign from malignant SPNs.
Materials And Methods:
This study included 431 patients with SPNs (231 benign, 200 malignant). Univariate analysis was used to identify clinical and CT features showing significant differences between the two groups. Two binary logistic regression models were constructed as follows: Model 1 incorporated clinical and morphological features of SPNs, while Model 2 additionally integrated the CT vascular sign. Model performance was compared based on efficacy, and an external validation cohort of 105 patients was used to evaluate both models.
Results:
Malignant nodules were significantly associated with older age, smoking history, lobulation, spiculation, bronchial cutoff sign, pleural traction, and perifocal fibrosis (all P<0.05). CT vascular sign types I and II were more common in benign nodules, while types III and IV were more frequent in malignant nodules. Model 1 identified age ≥65 years, nodule size ≥15 mm, lobulation, spiculation, bronchial cutoff sign, and pleural traction as independent predictors of malignancy (AUC = 0.850). Model 2 incorporated CT vascular sign type IV in addition to the previously mentioned features and showed improved performance (AUC = 0.914). The DeLong test confirmed that Model 2 significantly outperformed Model 1 in both the training and external validation cohorts (all P<0.05).
Conclusion:
Benign and malignant SPNs differ significantly in clinical and imaging characteristics. Incorporating CT vascular signs alongside morphological features improves the diagnostic accuracy for SPNs.
Related Concept Videos
Radiological Investigation III: Pulmonary Angiogram and PET Scan
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
Venous Thrombosis II: Clinical Manifestations and Diagnostic Studies
Radiological Investigation II: MRI and Ventilation Perfusion Scan
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
Mitral Stenosis II: Clinical features and Diagnostic Tests

