CT-Based Radiomic Score: A Risk Stratifier in Far-Advanced Gastric Cancer Patients

被引:10
作者
Wang, Lan [1 ]
Zhu, Lan [1 ]
Yan, Jun [2 ]
Qin, Wenxing [3 ]
Wang, Chun [2 ]
Xi, Wenqi [4 ]
Xu, Zhihan [5 ]
Chen, Yong [1 ]
Jiang, Jiang [1 ]
Huang, Shixing [6 ]
Yan, Chao [7 ]
Zhang, Huan [1 ]
Pan, Zilai [8 ]
Zhang, Jun [4 ]
机构
[1] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Radiol, Sch Med, Shanghai, Peoples R China
[2] Shanghai Univ Med & Hlth Sci, Jiading Dist Cent Hosp, Dept Oncol, Shanghai, Peoples R China
[3] Changzheng Hosp, Dept Oncol, Shanghai, Peoples R China
[4] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Oncol, Sch Med, 197 Ruijin Er Rd, Shanghai, Peoples R China
[5] Siemens Healthineers Ltd, Dept CT Collaborat, Shanghai, Peoples R China
[6] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Cardiovasc Surg, Sch Med, Shanghai, Peoples R China
[7] Ruijin Hosp, Dept Gen Surg, Gastrointestinal Surg Unit, Shanghai, Peoples R China
[8] Shanghai Jiao Tong Univ, Ruijin Hosp North, Dept Radiol, Sch Med, Shanghai, Peoples R China
基金
美国国家科学基金会;
关键词
Gastric cancer; Computed tomography; Radiomics; Individualized treatment; Survival; CLINICAL-SIGNIFICANCE; RECURRENCE; BIOMARKER; SURVIVAL; TRIAL; S-1;
D O I
10.1016/j.acra.2022.12.034
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
Objectives: To prolong the survival, the value of a computed tomography-based radiomic score (RS) in stratifying survival and guiding personalized chemotherapy strategies in far-advanced gastric cancer (FGC) was investigated. Materials and Methods: This retrospective multicenter study enrolled 283 FGC patients (cT4a/bNxM0-1) from three centers. Patients from one center were randomly divided into the training (n = 166) and internal validation (n = 83) cohorts, whereas the external validation cohort (n = 34) consisted of patients from the two other centers. The RS was calculated for each patient to predict progression-free survival (PFS). Features from the primary tumor and main metastasis (peritoneum, liver, and lymph node) were integrated in the training cohort and then validated for its ability to stratify PFS and overall survival (OS) in the validation cohort. The association between the RS and efficacy of neoadjuvant intraperitoneal and systemic (NIPS) therapy was also explored. Results: The RS demonstrated a favorable prognostic ability to predict PFS in all cohorts (training: C-index 0.83, 95% confidence interval [CI]: 0.788-0.872; internal validation: C-index 0.75, 95% CI: 0.682-0.818; external validation: C-index 0.76, 95% CI: 0.669-0.851; all p < 0.05), as well as an excellent ability to stratify the PFS and OS in both the whole population and metastatic subgroups (p < 0.05). Patients with a low score were more likely to undergo surgery after perioperative chemotherapy ( p < 0.05). Furthermore, only high-scoring patients with peritoneal metastasis benefited from NIPS. Conclusion: The RS may be an effective risk stratifier for the outcomes of FGC patients and may be used to select patients who can benefit from NIPS therapy.
引用
收藏
页码:S220 / S229
页数:10
相关论文
共 33 条
[1]   Prognostic significance of the recurrence pattern and risk factors for recurrence in patients with proximal gastric cancer who underwent curative gastrectomy [J].
Bilici, Ahmet ;
Selcukbiricik, Fatih .
TUMOR BIOLOGY, 2015, 36 (08) :6191-6199
[2]   X-tile: A new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization [J].
Camp, RL ;
Dolled-Filhart, M ;
Rimm, DL .
CLINICAL CANCER RESEARCH, 2004, 10 (21) :7252-7259
[3]   Etiology and Prevention of Gastric Cancer [J].
Cheng, Xiao Jiao ;
Lin, Jia Cheng ;
Tu, Shui Ping .
GASTROINTESTINAL TUMORS, 2016, 3 (01) :25-36
[4]   Clinical significance of CA125 and CA72-4 in gastric cancer with peritoneal dissemination [J].
Emoto, Shigenobu ;
Ishigami, Hironori ;
Yamashita, Hiroharu ;
Yamaguchi, Hironori ;
Kaisaki, Shoichi ;
Kitayama, Joji .
GASTRIC CANCER, 2012, 15 (02) :154-161
[5]   Randomized controlled trial comparing gastrectomy plus chemotherapy with chemotherapy alone in advanced gastric cancer with a single non-curable factor: Japan clinical oncology group study JCOG 0705 and korea gastric cancer association study KGCA01 [J].
Fujitani, Kazumasa ;
Yang, Han-Kwang ;
Kurokawa, Yukinori ;
Park, Do Joong ;
Tsujinaka, Toshimasa ;
Park, Byung-Joo ;
Fukuda, Haruhiko ;
Noh, Sung Hoon ;
Boku, Narikazu ;
Bang, Yung-Jue ;
Sasako, Mitsuru ;
Lee, Jong-Inn .
JAPANESE JOURNAL OF CLINICAL ONCOLOGY, 2008, 38 (07) :504-506
[6]   Benefits of Surgery After Neoadjuvant Intraperitoneal and Systemic Chemotherapy for Gastric Cancer Patients With Peritoneal Metastasis: A Meta-Analysis [J].
Gong, Yingbo ;
Wang, Pengliang ;
Zhu, Zhi ;
Zhang, Junyan ;
Huang, Jinyu ;
Wang, Tao ;
Chen, Jisai ;
Xu, Huimian .
JOURNAL OF SURGICAL RESEARCH, 2020, 245 :234-243
[7]   Surgical treatment of gastric cancer liver metastases: Systematic review and meta-analysis of long-term outcomes and prognostic factors [J].
Granieri, Stefano ;
Altomare, Michele ;
Bruno, Federica ;
Paleino, Sissi ;
Bonomi, Alessandro ;
Germini, Alessandro ;
Facciorusso, Antonio ;
Fagnani, Daniele ;
Bovo, Giorgio ;
Cotsoglou, Christian .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2021, 163
[8]   Phase II study of weekly intravenous and intraperitoneal paclitaxel combined with S-1 for advanced gastric cancer with peritoneal metastasis [J].
Ishigami, H. ;
Kitayama, J. ;
Kaisaki, S. ;
Hidemura, A. ;
Kato, M. ;
Otani, K. ;
Kamei, T. ;
Soma, D. ;
Miyato, H. ;
Yamashita, H. ;
Nagawa, H. .
ANNALS OF ONCOLOGY, 2010, 21 (01) :67-70
[9]   Phase III Trial Comparing Intraperitoneal and Intravenous Paclitaxel Plus S-1 Versus Cisplatin Plus S-1 in Patients With Gastric Cancer With Peritoneal Metastasis: PHOENIX-GC Trial [J].
Ishigami, Hironori ;
Fujiwara, Yoshiyuki ;
Fukushima, Ryoji ;
Nashimoto, Atsushi ;
Yabusaki, Hiroshi ;
Imano, Motohiro ;
Imamoto, Haruhiko ;
Kodera, Yasuhiro ;
Uenosono, Yoshikazu ;
Amagai, Kenji ;
Kadowaki, Shigenori ;
Miwa, Hiroto ;
Yamaguchi, Hironori ;
Yamaguchi, Takuhiro ;
Miyaji, Tempei ;
Kitayama, Joji .
JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (19) :1922-+
[10]  
Jiang Z, 2022, Acad Radiol