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Comprehensive assessment of immune context and immunotherapy response via noninvasive imaging in gastric cancer.
Sun, Zepang; Zhang, Taojun; Ahmad, M Usman; Zhou, Zixia; Qiu, Liang; Zhou, Kangneng; Xiong, Wenjun; Xie, Jingjing; Zhang, Zhicheng; Chen, Chuanli; Yuan, Qingyu; Chen, Yan; Feng, Wanying; Xu, Yikai; Yu, Lequan; Wang, Wei; Yu, Jiang; Li, Guoxin; Jiang, Yuming.
Afiliação
  • Sun Z; Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
  • Zhang T; Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
  • Ahmad MU; Department of Surgery and.
  • Zhou Z; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA.
  • Qiu L; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA.
  • Zhou K; College of Computer Science, Nankai University, Tianjin, China.
  • Xiong W; Department of Gastrointestinal Surgery, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
  • Xie J; Graduate Group of Epidemiology, UCD, Davis, California, USA.
  • Zhang Z; JancsiTech and Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
  • Chen C; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Yuan Q; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Chen Y; Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, China.
  • Feng W; Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.
  • Xu Y; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Yu L; The Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, Hong Kong, China.
  • Wang W; Department of Gastric Surgery, and State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Yu J; Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
  • Li G; Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
  • Jiang Y; Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
J Clin Invest ; 134(6)2024 Jan 25.
Article em En | MEDLINE | ID: mdl-38271117
ABSTRACT
BACKGROUNDThe tumor immune microenvironment can provide prognostic and therapeutic information. We aimed to develop noninvasive imaging biomarkers from computed tomography (CT) for comprehensive evaluation of immune context and investigate their associations with prognosis and immunotherapy response in gastric cancer (GC).METHODSThis study involved 2,600 patients with GC from 9 independent cohorts. We developed and validated 2 CT imaging biomarkers (lymphoid radiomics score [LRS] and myeloid radiomics score [MRS]) for evaluating the IHC-derived lymphoid and myeloid immune context respectively, and integrated them into a combined imaging biomarker [LRS/MRS low(-) or high(+)] with 4 radiomics immune subtypes 1 (-/-), 2 (+/-), 3 (-/+), and 4 (+/+). We further evaluated the imaging biomarkers' predictive values on prognosis and immunotherapy response.RESULTSThe developed imaging biomarkers (LRS and MRS) had a high accuracy in predicting lymphoid (AUC range 0.765-0.773) and myeloid (AUC range 0.736-0.750) immune context. Further, similar to the IHC-derived immune context, 2 imaging biomarkers (HR range 0.240-0.761 for LRS; 1.301-4.012 for MRS) and the combined biomarker were independent predictors for disease-free and overall survival in the training and all validation cohorts (all P < 0.05). Additionally, patients with high LRS or low MRS may benefit more from immunotherapy (P < 0.001). Further, a highly heterogeneous outcome on objective response ​rate was observed in 4 imaging subtypes 1 (-/-) with 27.3%, 2 (+/-) with 53.3%, 3 (-/+) with 10.2%, and 4 (+/+) with 30.0% (P < 0.0001).CONCLUSIONThe noninvasive imaging biomarkers could accurately evaluate the immune context and provide information regarding prognosis and immunotherapy for GC.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Gástricas Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: J Clin Invest Ano de publicação: 2024 Tipo de documento: Article País de afiliação: China

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Gástricas Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: J Clin Invest Ano de publicação: 2024 Tipo de documento: Article País de afiliação: China