Development of nomograms to predict recurrence after conversion hepatectomy for hepatocellular carcinoma previously treated with transarterial interventional therapy

被引:1
作者
Deng, Min [1 ,2 ]
Zhao, Rongce [1 ,2 ]
Guan, Renguo [1 ,2 ]
Li, Shaohua [1 ,2 ]
Zuo, Zhijun [1 ,2 ]
Lin, Wenping [1 ,2 ]
Wei, Wei [1 ,2 ]
Guo, Rongping [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Canc Ctr, Dept Liver Surg, 651 Dongfeng East Rd, Guangzhou, Peoples R China
[2] Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, 651 Dongfeng East Rd, Guangzhou, Peoples R China
关键词
Hepatocellular carcinoma; Conversion; Hepatectomy; Recurrence; Nomogram; MICROVASCULAR INVASION; PROGNOSTIC-FACTORS; ALPHA-FETOPROTEIN; RESECTION; SURVIVAL; PATTERNS; CANCER; MANAGEMENT; OUTCOMES; MARKERS;
D O I
10.1186/s40001-023-01310-4
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
BackgroundLack of opportunity for radical surgery and postoperative tumor recurrence are challenges for surgeons and hepatocellular carcinoma (HCC) patients. This study aimed to develop nomograms to predict recurrence risk and recurrence-free survival (RFS) probability after conversion hepatectomy for patients previously receiving transarterial interventional therapy.MethodsIn total, 261 HCC patients who underwent conversion liver resection and previously received transarterial interventional therapy were retrospectively enrolled. Nomograms to predict recurrence risk and RFS were developed, with discriminative ability and calibration evaluated by C-statistics, calibration plots, and the Area under the Receiver Operator Characteristic (AUROC) curves.ResultsUnivariate/multivariable logistic regression and Cox regression analyses were used to identify predictive factors for recurrence risk and RFS, respectively. The following factors were selected as predictive of recurrence: age, tumor number, microvascular invasion (MVI) grade, preoperative alpha-fetoprotein (AFP), preoperative carbohydrate antigen 19-9 (CA19-9), and Eastern Cooperative Oncology Group performance score (ECOG PS). Similarly, age, tumor number, postoperative AFP, postoperative protein induced by vitamin K absence or antagonist-II (PIVKA-II), and ECOG PS were incorporated for the prediction of RFS. The discriminative ability and calibration of the nomograms revealed good predictive ability. Calibration plots showed good agreement between the nomogram predictions of recurrence and RFS and the actual observations.ConclusionsA pair of reliable nomograms was developed to predict recurrence and RFS in HCC patients after conversion resection who previously received transarterial interventional therapy. These predictive models can be used as guidance for clinicians to help with treatment strategies.
引用
收藏
页数:11
相关论文
共 38 条
  • [1] Challenges in liver cancer and possible treatment approaches
    Anwanwan, David
    Singh, Santosh Kumar
    Singh, Shriti
    Saikam, Varma
    Singh, Rajesh
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2020, 1873 (01):
  • [2] Towards complete and accurate reporting of studies of diagnostic accuracy: The STARD initiative
    Bossuyt, PM
    Reitsma, JB
    Bruns, DE
    Gatsonis, CA
    Glasziou, PP
    Irwig, LM
    Lijmer, JG
    Moher, D
    Rennie, D
    de Vet, HCW
    [J]. ANNALS OF INTERNAL MEDICINE, 2003, 138 (01) : 40 - 44
  • [3] Prognostic molecular markers in cholangiocarcinoma: A systematic review
    Briggs, Christopher D.
    Neal, Christopher P.
    Mann, Christopher D.
    Steward, William P.
    Manson, Margaret M.
    Berry, David P.
    [J]. EUROPEAN JOURNAL OF CANCER, 2009, 45 (01) : 33 - 47
  • [4] Elevated Preoperative Serum CA19-9 Levels in Patients with Hepatocellular Carcinoma Is Associated with Poor Prognosis after Resection
    Chen, Yu-Ling
    Chen, Chien-Hung
    Hu, Rey-Heng
    Ho, Ming-Chih
    Jeng, Yung-Ming
    [J]. SCIENTIFIC WORLD JOURNAL, 2013,
  • [5] α-fetoprotein and ultrasonography screening for hepatocellular carcinoma
    Daniele, B
    Bencivenga, A
    Megna, AS
    Tinessa, V
    [J]. GASTROENTEROLOGY, 2004, 127 (05) : S108 - S112
  • [6] Surgical Treatments of Hepatobiliary Cancers
    Gunasekaran, Ganesh
    Bekki, Yuki
    Lourdusamy, Vennis
    Schwartz, Myron
    [J]. HEPATOLOGY, 2021, 73 : 128 - 136
  • [7] Nomogram to Predict Survival of Patients With Recurrence of Hepatocellular Carcinoma After Surgery
    He, Wei
    Peng, Baogang
    Tang, Yunqiang
    Yang, Junpin
    Zheng, Yun
    Qiu, Jiliang
    Zou, Ruhai
    Shen, Jingxian
    Li, Binkui
    Yuan, Yunfei
    [J]. CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2018, 16 (05) : 756 - +
  • [8] Hong YM, 2017, TUMOR BIOL, V39, DOI 10.1177/1010428317720863
  • [9] Elevated CA19-9 Is Associated With Increased Mortality In A Prospective Cohort Of Hepatocellular Carcinoma Patients
    Hsu, Christine C.
    Goyal, Abhishek
    Iuga, Alina
    Krishnamoorthy, Saravanan
    Lee, Valerie
    Verna, Elizabeth C.
    Wang, Shuang
    Chen, Fei-Na
    Rodriguez, Rosa
    Emond, Jean
    Berk, Paul
    Lefkowitch, Jay
    Dove, Lorna
    Brown, Robert S., Jr.
    Siegel, Abby B.
    [J]. CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, 2015, 6
  • [10] Milan Criteria, Multi-nodularity, and Microvascular Invasion Predict the Recurrence Patterns of Hepatocellular Carcinoma After Resection
    Hung, Hung-Hsu
    Lei, Hao-Jan
    Chau, Gar-Yang
    Su, Chien-Wei
    Hsia, Cheng-Yuan
    Kao, Wei-Yu
    Lui, Wing-Yiu
    Wu, Wen-Chieh
    Lin, Han-Chieh
    Wu, Jaw-Ching
    [J]. JOURNAL OF GASTROINTESTINAL SURGERY, 2013, 17 (04) : 702 - 711