A case of primary small cell carcinoma of the liver that was treated with chemotherapy

An online tool for survival prediction of extrapulmonary small cell carcinoma with random forest

Purpose

Extrapulmonary small cell carcinoma (EPSCC) is rare, and its knowledge is mainly extrapolated from small cell lung carcinoma. Reliable survival prediction tools are lacking.

Methods

A total of 3,921 cases of EPSCC were collected from the Surveillance Epidemiology and End Results (SEER) database, which form the training and internal validation cohorts of the survival prediction model. The endpoint was an overall survival of 0.5-5 years. Internal validation performances of machine learning algorithms were compared, and the best model was selected. External validation (n = 68) was performed to evaluate the generalization ability of the selected model.

Results

Among machine learning algorithms, the random forest model performs best on internal validation, whose area under the curve (AUC) is 0.736-0.800. The net benefit is higher than the TNM classification in decision curve analysis. The AUC of this model on the external validation cohort is 0.739-0.811. This model was then deployed online as a free, publicly available prediction tool of EPSCC (http://42.192.80.13:4399/).

Conclusion

This study provides an excellent online survival prediction tool for EPSCC with machine learning and large-scale data. Age, TNM stages, and surgery (including potential performance status information) are the most critical factors for the prediction model.

Concurrent occurrence of adenoid cystic carcinoma of the salivary glands with small cell carcinoma of the liver: A rare case report

Adenoid cystic carcinoma (ACC) is a clinically deceptive and histologically specific malignancy of salivary gland origin. It is the most common minor salivary gland malignancy. Small cell carcinoma (SCC) is a type of undifferentiated malignant neuroendocrine tumor reported rarely in the liver. Though there are many reported cases of SCC involving liver and ACC of minor salivary glands, the review of literature does not show any reports of concomitant occurrence of these two tumors. We describe a rare case of ACC of the oral cavity and its coexistence with a SCC involving liver, identified and confirmed by histological, and immunohistochemical observations. To our knowledge, this is the first reported case of an ACC of the oral cavity and SCC of liver occurring concomitantly in the same patient.

Primary Small Cell Carcinoma of Liver: A Rare Tumor

Primary small cell carcinoma of the liver is very rare tumor. Till date only 12 cases have been reported in the English literature. We are reporting a case of primary small cell carcinoma of the liver in a female patient. She had 13 cm x 7 cm tumor in the right lobe of liver and fine needle aspiration cytology revealed features of small cell carcinoma. After ruling primary from elsewhere, patient underwent central bisectionectomy of the liver and histopathology confirmed the diagnosis of primary small cell carcinoma of the liver. On immunohistochemistry examination, the tumor was positive for Neuron-specific enolase and synaptophysin but negative for Thyroid transcription factor 1 and Hep-Par 1. Here we discuss the clinical course and treatment of primary small cell carcinoma of the liver in our case and review the literature.