Related Experiment Video
Updated: May 26, 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
A distinct form of colorectal cancer: signet ring cell carcinoma
Dong Li1, Chuanhua Yang1, Feiwu Long1
1Department of General Surgery, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.
Background:
Colorectal signet ring cell carcinoma (SRCC) is a rare histological subtype of colorectal cancer (CRC), accounting for about 1% of all cases. Due to its rarity, many pathological aspects of SRCC have not been fully clarified. This study set out to characterize the clinicopathology of SRCC and to create a superior nomogram, ultimately to inform treatment selection and prognosis with new evidence.
Methods:
The patients for our research were collected from the Surveillance, Epidemiology, and End Results (SEER) database. χ2 tests were used to compare data significance. The best cut-off value was determined by X-tile software. The Kaplan-Meier method with log-rank test served to compare survival among groups. The Cox proportional hazard regression model functioned to analyze prognostic factors for survival. Univariate and multivariate analyses were utilized to filtered out the independent risk factors. The nomogram model was developed a by R software.
Results:
A total of 49,405 patients were included, with 842 SRCC patients (1.7%) and 48,563 colorectal adenocarcinoma (COAD) patients (98.3%). In SRCC, patients were of younger age, more poorly differentiated tumor grade (62.71% vs. 14.12%), more advanced American Joint Committee on Cancer (AJCC) stage (37.88% vs. 31.35% in III; 45.25% vs. 25.94% in IV), more common in the right colon (56.89% vs. 32.12%), and more bone and distant lymph node metastasis (3.3% vs. 3.1%, P=0.002; 63.7% vs. 47.6%, P<0.001, respectively) than patients with COAD. SRCC patients had shorter median survival time than COAD patients (17 vs. 59 months) and lower 1-, 3-, and 5-year survival rates (83.49% vs. 57.83%; 63.53% vs. 30.99%; 46.9% vs. 5.9%). Comprehensive treatment including surgery, chemotherapy and radiotherapy was still the best treatment of SRCC patients. By incorporating absorbed lymph node positive rate (LNR) grouping and treatment strategy, we developed a more advantageous nomogram model.
Conclusions:
SRCC is a distinct entity, and its unique clinicopathological features should be considered more in the diagnosis and treatment process. With LNR and treatment strategy taken into account, the nomogram model had better predictive ability and stability.
Related Concept Videos
Role Of Notch Signalling In Intestinal Stem Cell Renewal
Direct cell-to-cell contact is needed for the activation of Notch signaling. The signal is initiated when a notch ligand binds to a receptor on an adjacent cell, also...
Cancers Originate from Somatic Mutations in a Single Cell
Cancers Originate from Somatic Mutations in a Single Cell
Assessment of the Rectum and Anus
Rectal Inspection
Begin by inspecting the perianal and anal areas for color, texture, rashes,...
The Retinoblastoma Gene
The first-ever tumor suppressor gene called Rb was identified in retinoblastoma - a rare eye tumor in children. In inherited forms of the disease, a child inherits one defective copy of the Rb gene, which predisposes them to retinoblastoma. However,...
Distinctive Features of Adult Stem Cells vs Cancer Stem Cells
Adult stem cells
Adult stem cells are tissue-specific; hence, they divide to develop the tissue from which they originate. One type of adult stem cell is the epithelial stem cell, which gives rise to the keratinocytes in the multiple layers of epithelial cells in the epidermis of the skin. Adult bone marrow has three distinct types of stem cells:...

