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
  • [21] Pulmonary metastases in newly diagnosed hepatocellular carcinoma: a population-based retrospective study
    Feng, Jincheng
    He, Ying
    Wan, Junhua
    Chen, Zhishui
    HPB, 2020, 22 (09) : 1295 - 1304
  • [22] Predictive models for the risk and prognosis of bone metastasis in patients with newly-diagnosed esophageal cancer: A retrospective cohort study
    Yuan, Bei
    Lu, Haojie
    Hu, Dong
    Xu, Kai
    Xiao, Songhua
    FRONTIERS IN SURGERY, 2023, 9
  • [23] Renal cell carcinoma: Risk assessment and prognostic factors for newly diagnosed patients
    Downs, Tracy M.
    Schultzel, Matthew
    Shi, Helen
    Sanders, Catherine
    Tahir, Zunera
    Sadler, Georgia Robins
    CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2009, 70 (01) : 59 - 70
  • [24] Tamoxifen-treated breast carcinoma patients and the risk of acute myocardial infarction and newly-diagnosed angina
    Bradbury, BD
    Lash, TL
    Kaye, JA
    Jick, SS
    CANCER, 2005, 103 (06) : 1114 - 1121
  • [25] Treatments and prognostic outcomes of combined hepatocellular-cholangiocarcinoma with distant metastasis: an analysis based on SEER data
    Zhang, Leilei
    Lu, Yunxi
    Chen, Yuting
    Lu, Xiangling
    Lao, Xiaoli
    TRANSLATIONAL CANCER RESEARCH, 2024, 13 (07) : 3318 - 3327
  • [26] Integrated Nomograms for Preoperative Prediction of Microvascular Invasion and Lymph Node Metastasis Risk in Hepatocellular Carcinoma Patients
    Yan, Yongcong
    Zhou, Qianlei
    Zhang, Mengyu
    Liu, Haohan
    Lin, Jianhong
    Liu, Qinghua
    Shi, Bingchao
    Wen, Kai
    Chen, Ruibin
    Wang, Jie
    Mao, Kai
    Xiao, Zhiyu
    ANNALS OF SURGICAL ONCOLOGY, 2020, 27 (05) : 1361 - 1371
  • [27] Integrated Nomograms for Preoperative Prediction of Microvascular Invasion and Lymph Node Metastasis Risk in Hepatocellular Carcinoma Patients
    Yongcong Yan
    Qianlei Zhou
    Mengyu Zhang
    Haohan Liu
    Jianhong Lin
    Qinghua Liu
    Bingchao Shi
    Kai Wen
    Ruibin Chen
    Jie Wang
    Kai Mao
    Zhiyu Xiao
    Annals of Surgical Oncology, 2020, 27 : 1361 - 1371
  • [28] A machine learning approach for predicting bone metastases and its three-month prognostic risk factors in hepatocellular carcinoma patients using SEER data
    Alkhawaldeh, I.
    Al-Jafari, M.
    Abdelgalil, M.
    Tarawneh, A. S.
    Hassanat, A. B.
    ANNALS OF ONCOLOGY, 2023, 34 : S140 - S140
  • [29] Development and validation of web-based prognostic nomograms for massive hepatocellular carcinoma (=10 cm): A retrospective study based on the SEER database
    Huang, Guizhong
    Lin, Qiaohong
    Yin, Pengfei
    Mao, Kai
    Zhang, Jianlong
    CANCER MEDICINE, 2023, 12 (12): : 13167 - 13181
  • [30] Development and validation of nomograms based on the SEER database for the risk factors and prognosis of distant metastasis in gastric signet ring cell carcinoma
    Shi, Haomin
    Yang, Huilian
    Yan, Su
    Zhang, Qi
    Wang, Xingbin
    MEDICINE, 2024, 103 (44)