Liver tumor imaging staging: a multi-institutional study of a preoperative staging tool for hepatocellular carcinoma

被引:0
|
作者
Liu, Qiupng [1 ,2 ]
Li, Xiang [3 ]
Yang, Kailan [4 ,5 ]
Sun, Shuwen [1 ,2 ]
Xu, Xun [1 ,2 ]
Qu, Kai [6 ]
Xiao, Jiaqi [3 ]
Liu, Chenyue [3 ]
Yu, Hangqi [4 ,5 ]
Lu, Yinying [7 ,8 ]
Qu, Jinrong [4 ,5 ]
Zhang, Yudong [1 ,2 ]
Zhang, Yuelang [6 ]
机构
[1] Jiangsu Prov Hosp, Dept Hematol, Nanjing, Peoples R China
[2] Nanjing Med Univ, Affiliated Hosp 1, Nanjing, Peoples R China
[3] Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Radiol, Xian, Peoples R China
[4] Zhengzhou Univ, Affiliated Canc Hosp, Dept Radiol, Zhengzhou, Peoples R China
[5] Henan Canc Hosp, Zhengzhou, Peoples R China
[6] Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Radiol, Xian, Peoples R China
[7] Peoples Liberat Army Gen Hosp, Beijing, Peoples R China
[8] Shenzhen Univ, Coll Life Sci & Oceanog, Guangdong Key Lab Plant Epigenet, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
Hepatocellular carcinoma; Liver tumor imaging staging; Disease prediction; Clinical decision support; MICROVASCULAR INVASION;
D O I
10.1007/s00261-024-04661-6
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background & aims The current staging system has limitations in preoperatively assessing hepatocellular carcinoma (HCC) and in precise detailed treatment allocation. This study aims to propose a new Liver Tumor Imaging Staging (LTIS) method for HCC. Methods 1295 patients who underwent CT or MRI and curative liver resection during January 2012 and October 2020 were retrospectively recruited from three independent institutions. All images were interpreted by two abdominal and a board-certified radiologist. LTIS was designed to discriminate low-grade (absence of microvascular invasion [MVI] and Edmondson-Steiner grade III/IV), intermediate (MVI + or Edmondson-Steiner grade III/IV but not both) and high-grade HCC (MVI + and Edmondson-Steiner grade III/IV) upon CT and MRI. Model was constructed in 578 derivation cohort (center 1) and validated in internal center 1 test cohort (n = 291), and external center 2 (n = 226) and center 3 (n = 200), respectively. Cronbach's alpha statistics were determined to assess interobserver agreement. Net clinical benefit of LTIS on recurrence-free survival (RFS) and overall survival (OS) was analyzed with a Cox proportional hazards model. Results LTIS shows good inter-reader agreements in both CT and MRI datasets, with a Cronbach's alpha coefficient of 0.86 and 0.85, respectively. In independent test, LTIS achieved agreement of 73.2% (281/384), 18.9% (100/528), and 69.2% (265/383) for determining low, intermediate, and high-grade HCCs with "ground truth" results. In the Cox analysis, LTIS was comparable to "ground truth" grade for predicting RFS (hazards ratio (HR), 1.30 vs. ground truth grade, 1.36 and 1.56) and OS (HR, 1.76 vs. ground truth grade, 2.00 and 3.03) of patients after surgery. In patients conventionally classified as having low-grade tumors (serum alpha-fetoprotein < 400 ng/mL, stage T1), 47.4% and 35.6% were reclassified as high-grade tumors upon LTIS restaging. The resulting LTIS subgroups showed a significant difference in RFS and OS at Kaplan-Meier analysis (Log-rank test, p < 0.001). Conclusion LTIS provides a potential noninvasive way to precisely stage HCC using CT and MRI.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] Prospective multi-institutional study of reverse transcriptase polymerase chain reaction for molecular staging of melanoma
    Scoggins, Charles R.
    Ross, Merrick I.
    Reintgen, Douglas S.
    Noyes, R. Dirk
    Goydos, James S.
    Beitsch, Peter D.
    Urist, Marshall M.
    Ariyan, Stephan
    Davidson, B. Scott
    Sussman, Jeffrey J.
    Edwards, Michael J.
    Martin, Robert C. G.
    Lewis, Angela M.
    Stromberg, Arnold J.
    Conrad, Andrew J.
    Hagendoorn, Lee
    Albrecht, Jeffrey
    McMasters, Kelly M.
    JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (18) : 2849 - 2857
  • [42] Optimal prognostic lymph node staging system for gallbladder adenocarcinoma: A multi-institutional study.
    Amini, Neda
    Kim, Yuhree
    Wilson, Ana
    Ethun, Cecilia Grace
    Maithel, Shishir Kumar
    Poultsides, George A.
    Thuy Tran
    Idrees, Kamran
    Isom, Chelsea A.
    Fields, Ryan C.
    Weber, Sharon M.
    Salem, Ahmed Abdel-Fattah
    Martin, Robert C. G.
    Scoggins, Charles Raben
    Shen, Perry
    Mogal, Harveshp
    Schmidt, Carl Richard
    Hatzaras, Ioannis
    Shenoy, Rivfka
    Pawlik, Timothy M.
    JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (04)
  • [43] Preoperative evaluation of hepatic lesions for the staging of hepatocellular and metastatic liver carcinoma using endoscopic ultrasonography - Discussion
    Bender, J
    Awad, S
    Schwesinger, W
    AMERICAN JOURNAL OF SURGERY, 2002, 184 (06): : 604 - 605
  • [44] Comment on staging hepatocellular carcinoma involving a single large tumor
    Deng, Ling
    Zhong, Jian-Hong
    Li, Le-Qun
    Yang, Chun
    TRANSLATIONAL GASTROINTESTINAL CANCER, 2016, 5 (01) : 49 - 50
  • [45] A Multi-Institutional Study on Ultrasound Image Analysis for Staging HBV-Derived Liver Fibrosis: A Potential Noninvasive Alternative to Liver Stiffness Measurement
    Wang, Jincheng
    Cao, Lihua
    Liu, Fang
    Li, Chunhui
    Zhao, Peng
    Li, Zhaoyi
    Lu, Xiaojie
    Ye, Xiaohang
    Bao, Jianfeng
    CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, 2024, 15 (12)
  • [46] Role of multi-parametric magnetic resonance imaging in preoperative staging of cervical carcinoma in females
    Sadec, Hoda Mohamed Helmy Ahmed
    Awadallah, Shrouk Mohamed
    Ibrahim, Ahmed Mohamed
    Abdel-Aziz, Amany Mohamed Rashad
    Sheha, Aliaa Sayed
    EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE, 2024, 55 (01):
  • [47] Role of multi-parametric magnetic resonance imaging in preoperative staging of cervical carcinoma in females
    Hoda Mohamed Helmy Ahmed Sadec
    Shrouk Mohamed Awadallah
    Ahmed Mohamed Ibrahim
    Amany Mohamed Rashad Abdel-Aziz
    Aliaa Sayed Sheha
    Egyptian Journal of Radiology and Nuclear Medicine, 55
  • [48] Transrectal ultrasound versus digital rectal examination for the staging of carcinoma of the prostate: Results of a prospective, multi-institutional trial
    Smith, JA
    Scardino, PT
    Resnick, MI
    Hernandez, AD
    Rose, SC
    Egger, MJ
    JOURNAL OF UROLOGY, 1997, 157 (03): : 902 - 906
  • [49] Liver Imaging Reporting and Data System Version 2018: Impact on Categorization and Hepatocellular Carcinoma Staging
    Chernyak, Victoria
    Flusberg, Milana
    Berman, Jesse
    Fruitman, Kate C.
    Kobi, Mariya
    Fowler, Kathryn J.
    Sirlin, Claude B.
    LIVER TRANSPLANTATION, 2019, 25 (10) : 1488 - 1502
  • [50] Starting Dose of Sorafenib for the Treatment of Hepatocellular Carcinoma: A Retrospective, Multi-Institutional Study
    Reiss, Kim A.
    Yu, Shun
    Mamtani, Ronac
    Mehta, Rajni
    D'Addeo, Kathryn
    Wileyto, E. Paul
    Taddei, Tamar H.
    Kaplan, David E.
    JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (31) : 3575 - +