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Original research
Construction of exosome non-coding RNA feature for non-invasive, early detection of gastric cancer patients by machine learning: a multi-cohort study

Authors

  • Ze-Rong Cai State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Yong-Qiang Zheng State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Yan Hu State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Meng-Yao Ma Department of Medical Biochemistry and Molecular Biology, School of Medicine, Jinan University, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Yi-Jin Wu State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Jia Liu State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Lu-Ping Yang State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Jia-Bo Zheng Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Tian Tian Department of Medical Biochemistry and Molecular Biology, School of Medicine, Jinan University, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Pei-Shan Hu Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Ze-Xian Liu State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Lin Zhang State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Rui-Hua Xu State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China PubMed articlesGoogle scholar articles
  • Huai-Qiang Ju State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China Department of Clinical Oncology, Shenzhen Key Laboratory for Cancer Metastasis and Personalized Therapy, The University of Hong Kong-Shenzhen Hospital, Shenzhen, People's Republic of China PubMed articlesGoogle scholar articles
  1. Correspondence to Professor Huai-Qiang Ju; juhq{at}sysucc.org.cn; Professor Rui-Hua Xu; xurh{at}sysucc.org.cn; Professor Lin Zhang; zhanglin{at}sysucc.org.cn
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Citation

Cai Z, Zheng Y, Hu Y, et al
Construction of exosome non-coding RNA feature for non-invasive, early detection of gastric cancer patients by machine learning: a multi-cohort study
Gut 2025;74:884-893.

Publication history

  • Received August 1, 2024
  • Accepted December 8, 2024
  • First published January 3, 2025.
Online issue publication 
May 07, 2025

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© Author(s) (or their employer(s)) 2025. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ Group. http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/.