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Updated: Aug 19, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
Published on: April 18, 2025
Clinical characterization of node-negative lung adenocarcinoma: results of a prospective investigation
Ichiro Yoshino1, Yukito Ichinose, Akira Nagashima
1Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan. iyoshino@surg2.med.kyushu-u.ac.jp
Objectives:
In clinical stage IA lung adenocarcinoma, the clinical features of a truly node-negative population were prospectively investigated by means of a prospective investigational study.
Methods:
The clinical data and radiographic features of high-resolution computed tomography (HR-CT) were registered before operation in 169 clinical stage IA lung cancer patients who were scheduled to undergo a standard lobectomy and systemic mediastinal node dissection. The nodal metastasis was pathologically defined and the clinical factors associated with the presence of the nodal metastasis were evaluated.
Results:
In 114 assessable cases with adenocarcinomas, 15 (13.1%) were node-positive. The serum carcinoembryonic antigen (CEA), retraction sign, and intratumoral air-bronchogram on HR-CT were suggested to be predictive factors for lymph node metastasis, with hazard ratios of 12.44 (p = 0.0003), 6.53 (p = 0.0533), and 0.17 (p = 0.0073), respectively. In combination with the radiologic features and serum CEA, cases with elevated serum CEA or presence of retraction sign included 15.6% of node metastasis-positive, whereas all cases with normal CEA and absence of retraction sign showed no nodal metastasis. Cases with elevated serum CEA or absence of intratumoral air-bronchogram included 24.5% of node metastasis, whereas cases with normal CEA and presence of air-bronchogram showed 4.6% of node metastasis. The tumor size and the proportion of ground-glass attenuation were not associated with the incidence of nodal metastasis.
Conclusions:
The serum CEA and HR-CT features thus allowed us to identify node-negative lung adenocarcinomas measuring 3 cm or less in size.

