Literature DB >> 34006241

Development of a nomogram model to predict survival outcomes in patients with primary hepatic neuroendocrine tumors based on SEER database.

Ziteng Zhang1, Xin Zhao1, Zhiyan Li2, Youchun Wu1, Yao Liu3, Zhiwei Li4, Guobao Li5.   

Abstract

BACKGROUND: Primary hepatic neuroendocrine tumors (PH-NETs) are extremely rare and unknown. Because of its rarity, its prognosis features and influencing factors are not well established.
METHODS: Data of 140 patients with PH-NETs diagnosed in the SEER database from 1975 to 2016 were collected. The demographics and clinic-pathological features were described. By using propensity-score matching (PSM) analysis, three associated cohorts were selected to describe the malignancy of PH-NETs and univariate analysis was conducted. Then, multivariate Cox analyses were performed and a predicting nomograph was constructed. C-index, receiver operating characteristic (ROC) curve and calibration curves were used to evaluate the predictive value of nomogram.
RESULTS: The overall survival outcomes of PH-NETs were superior to hepatocellular carcinoma (HCC) with a mean survival time 30.64 vs 25.11 months (p = 0.052), but inferior to gastrointestinal tract neuroendocrine tumors in situ (GI-NETs in situ) with a mean survival time 30.64 vs 41.62 months (p = 0.017). With reference to gastrointestinal neuroendocrine tumors with liver metastasis (GI-NETs-LM), GI-NETs-LM had better outcomes in short time (1-year survival rate: 64.75% vs 56.43%) but was worse in long time (5-year survival rate: 8. 63% vs 18.57%). Multivariate Cox analyses showed that tumor grade and surgery were two independent factors for prognosis of the patients (p < 0.00). Tumor grade and surgery were used to construct the predicting nomogram. The C-index was 0.79 (95%CI = 0.75-0.83). The area under curve (AUC) values in ROC were 0.868 in 1-year and 0.917 in 3-year survival and the calibration curves showed good consistency.
CONCLUSIONS: The overall prognosis PH-NETs is generally favorable, better than HCC and GI-NETs-LM in long term. Preoperative biopsy and complete pathological diagnosis were recommended. Radical surgical intervention including transplantation was the first choice in PH-NETs therapy.

Entities:  

Keywords:  Nomogram model; Primary hepatic neuroendocrine tumors (PH-NETs); SEER database

Year:  2021        PMID: 34006241     DOI: 10.1186/s12885-021-08337-y

Source DB:  PubMed          Journal:  BMC Cancer        ISSN: 1471-2407            Impact factor:   4.430


  43 in total

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  2 in total

1.  Development and Validation of Nomogram for Predicting Survival of Primary Liver Cancers Using Machine Learning.

Authors:  Rui Chen; Beining Hou; Shaotian Qiu; Shuai Shao; Zhenjun Yu; Feng Zhou; Beichen Guo; Yuhan Li; Yingwei Zhang; Tao Han
Journal:  Front Oncol       Date:  2022-06-20       Impact factor: 5.738

2.  Hepatectomy and pneumectomy combined with targeted therapy for primary hepatic neuroendocrine carcinoma: Case report and review of the literature.

Authors:  Keyu Huang; Zhujing Lan; Weitao Chen; Jianyong Zhang; Jilong Wang; Hai Zhu; Banghao Xu; Ling Zhang; Tingting Lu; Ya Guo; Zhang Wen
Journal:  Front Surg       Date:  2022-07-15
  2 in total

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