Risk and prognostic nomograms for hepatocellular carcinoma with newly-diagnosed pulmonary metastasis using SEER data

被引:14
|
作者
Ye, Guanzhi [1 ]
Wang, Lin [1 ]
Hu, Zhengyang [1 ]
Liang, Jiaqi [1 ]
Bian, Yunyi [1 ]
Zhan, Cheng [1 ]
Lin, Zongwu [1 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Thorac Surg, Shanghai, Peoples R China
来源
PEERJ | 2019年 / 7卷
基金
中国国家自然科学基金;
关键词
Hepatocellular carcinoma; Pulmonary metastasis; Predictor; Prognostic factor; Nomogram; EXTRAHEPATIC METASTASIS; CLINICAL-FEATURES; SURGICAL RESECTION; INTERFERON-ALPHA; SURVIVAL; S-1;
D O I
10.7717/peerj.7496
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose: This research aimed to identify risk factors of pulmonary metastasis (PM) from hepatocellular carcinoma (HCC) and prognostic factors of patients with PM from HCC at initial diagnosis. Methods: Patients diagnosed with HCC between 2010 and 2015 were reviewed retrospectively in the Surveillance, Epidemiology, and End Results (SEER) database. Patients with PM from HCC at initial diagnosis were identified from the entire cohort. Predictors for PM from HCC were identified by multivariate logistic regression analysis. Independent prognostic factors for patients with PM were determined by univariate and multivariate Cox regression analysis. Nomograms were also constructed for quantifying risk of metastasis and overall survival estimation visually. Results: Our research included 30,641 patients diagnosed with HCC, of whom 1,732 cases were with PM from HCC at initial diagnosis. The risk factors causing PM from HCC were age (P = 0.001), race (P < 0.001), primary tumor size (P < 0.001), T stage (P < 0.001), N stage (P < 0.001), alpha-fetoprotein (P < 0.001), bone metastasis (P < 0.001), brain metastasis (P < 0.001), and intrahepatic metastasis (P < 0.001). The significantly prognostic factors for overall survival were age (P = 0.014), T stage (P = 0.009), surgical approach (P < 0.001), and chemotherapy (P < 0.001). Harrell's C-index statistics of two nomograms were 0.768 and 0.687 respectively, indicating satisfactory predictive power. Conclusions: This research provided evaluation of risk factors and prognosis for patients with PM from HCC. Two nomograms we developed can be convenient individualized tools to facilitate clinical decision-making.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Risk factors and predictive nomograms for early death of patients with advanced hepatocellular carcinoma: a large retrospective study based on the SEER database
    Haidong Zhang
    Xuanlong Du
    Hui Dong
    Wenjing Xu
    Pengcheng Zhou
    Shiwei Liu
    Xin Qing
    Yu Zhang
    Meng Yang
    Yewei Zhang
    BMC Gastroenterology, 22
  • [32] Risk factors and predictive nomograms for early death of patients with advanced hepatocellular carcinoma: a large retrospective study based on the SEER database
    Zhang, Haidong
    Du, Xuanlong
    Dong, Hui
    Xu, Wenjing
    Zhou, Pengcheng
    Liu, Shiwei
    Qing, Xin
    Zhang, Yu
    Yang, Meng
    Zhang, Yewei
    BMC GASTROENTEROLOGY, 2022, 22 (01)
  • [33] Risk factors, prognostic factors, and nomograms for distant metastasis in patients with diagnosed duodenal cancer: A population-based study
    Shang, Jia-Rong
    Xu, Chen-Yi
    Zhai, Xiao-Xue
    Xu, Zhe
    Qian, Jun
    WORLD JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2024, 16 (04) : 1384 - 1421
  • [34] Assessment of Hepatocellular Carcinoma Recurrence Risk After Primary Treatment Using Predictive Nomograms
    Abdel-Wahab, M.
    Kumar, A.
    Yu, C.
    Fredman, E.
    Kattan, M.
    El-Gazzaz, G.
    Coppa, C.
    Aucejo, F.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2013, 87 (02): : S325 - S326
  • [35] Transcatheter arterial embolization treatment in patients with hepatocellular carcinoma and risk of pulmonary metastasis
    Shee-Chan Lin
    Shou-Chuan Shih
    Chin-Roa Kao
    Sun-Yen Chou
    World Journal of Gastroenterology, 2003, 9 (06) : 1208 - 1211
  • [36] Transcatheter arterial embolization treatment in patients with hepatocellular carcinoma and risk of pulmonary metastasis
    Lin, SC
    Shih, SC
    Kao, CR
    Chou, SY
    WORLD JOURNAL OF GASTROENTEROLOGY, 2003, 9 (06) : 1208 - 1211
  • [37] Prognostic nomograms and risk classifications of outcomes in very early-stage hepatocellular carcinoma patients after hepatectomy
    Feng, Long-Hai
    Sun, Hui-Chuan
    Zhu, Xiao-Dong
    Liu, Xue-Feng
    Zhang, Shi-Zhe
    Li, Xiao-Long
    Li, Yan
    Tang, Zhao-You
    EJSO, 2021, 47 (03): : 681 - 689
  • [38] UNITED STATES (US) REAL-WORLD TREATMENT PATTERNS IN ELDERLY PATIENTS WITH NEWLY-DIAGNOSED GLIOBLASTOMA (GBM) USING SURVEILLANCE, EPIDEMIOLOGY, AND END RESULRS (SEER)-MEDICARE DATA
    Aly, A.
    Singh, P.
    Korytowsky, B.
    Botteman, M.
    Chen, Z.
    Norden, A.
    VALUE IN HEALTH, 2017, 20 (05) : A383 - A383
  • [39] A Nomogram for Predicting the Risk of Bone Metastasis in Newly Diagnosed Head and Neck Cancer Patients: A Real-World Data Retrospective Cohort Study From SEER Database
    Huang, Chao
    He, Jialin
    Ding, Zichuan
    Li, Hao
    Zhou, Zongke
    Shi, Xiaojun
    FRONTIERS IN GENETICS, 2022, 13
  • [40] Characteristics and outcomes of patients with late presentation of hepatitis B among newly-diagnosed hepatocellular carcinoma: A national cohort study 2002-2013
    Sinn, D. H.
    Kang, D.
    Paik, S. W.
    Yoo, B. C.
    Cho, J.
    Gwak, G. -Y.
    JOURNAL OF HEPATOLOGY, 2018, 68 : S166 - S167