Development of Novel Gastric Cancer Screening and Diagnosis Technologies Using Tongue Imaging and Study of Tongue Image Changes Mechanisms
A Multi-center Observational Clinical Study on the Development of Artificial Intelligence-Based Gastric Cancer Screening and Diagnosis Technology Using Multi-Omics Analysis of Tongue Imaging and Tongue Coating
1 other identifier
observational
100,000
1 country
1
Brief Summary
In this study, the investigators will prospectively recruit 100,000 individuals, including gastric cancer patients who have not undergone any anti-tumor treatment and non-gastric cancer participants. The investigators will construct a diagnostic model for malignant tumors based on the combination of tongue imaging, tongue coating, saliva, gastric juice, and fecal multi-omics data (including metagenomics, proteomics, metabolomics, etc.). Additionally, the study will explore the relationship between oral, gastric, and intestinal microbiota and the development of malignant tumors.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jun 2021
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
June 1, 2021
CompletedFirst Submitted
Initial submission to the registry
October 5, 2023
CompletedFirst Posted
Study publicly available on registry
October 12, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 1, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2026
ExpectedJune 4, 2025
May 1, 2025
4 years
October 5, 2023
May 29, 2025
Conditions
Outcome Measures
Primary Outcomes (3)
The differences in tongue images, tongue coating, saliva, gastric juice, and fecal samples between patients with gastric cancer and healthy individuals will be systematically analyzed.
5 years
The differences of the clinical information between patients with gastric cancer and healthy participants.
These data of gastric cancer group included age, sex, height, weight, family history, smoking, drinking, TNM staging, tumor location, tumor size, pathological type, grade of differentiation, expression of Her2, nerve invasion, vascular tumor thrombus, lauren type and and blood tumour markers, and these data of healthy participants group included age, sex, height, weight, smoking, drinking and blood tumour markers.
5 years
Overall Survival (OS)
5 years
Secondary Outcomes (1)
Disease Free Survival (DFS)
5 years
Study Arms (2)
Patients with gastric cancer
Healthy participants
Interventions
Tongue images, coating, saliva, gastric juice, and feces on the tongue and clinical data of patients with gastric cancer and healthy participants will be collected.
Eligibility Criteria
Histologically or cytologically confirmed gastric cancer, and no prior chemotherapy, radiotherapy, biotherapy, immunotherapy or other anti-tumor treatment for malignant tumor. Gastric cancer patients and healthy participants should not have the following conditions: the use of glucocorticoids and antibiotics in the past three months, a history of long-term medication, as well as oral diseases such as tooth and gum diseases.
You may qualify if:
- ≤age≤90
- Histologically or cytologically confirmed gastric cancer
- No prior chemotherapy, radiotherapy, biotherapy, immunotherapy or other anti-tumor treatment for gastric cancer
- Subject volunteers to join the study, Signs informed consent, has good compliance and can cooperate with follow-up
You may not qualify if:
- Two or more kinds of malignant tumors at the same time
- Gastric cancer that has been treated by chemotherapy, radiotherapy, biotherapy, immunotherapy or other anti-tumor therapy
- The use of glucocorticoids and antibiotics in the past three months
- History of long-term medication
- Presence of oral diseases such as tooth and gum diseases
- Subjects who had other factors that might force them to terminate the research ahead of time, such as the development of other severe disease (including mental disease) that required combined treatment, seriously abnormal laboratory examination value, and family or social factors that might affect the subject safety or experimental data collection, as judged by the researchers
- ≤age≤90
- Willingness to participate in the study, signing an informed consent form, and demonstrating good compliance
- History of malignant tumors
- The use of glucocorticoids and antibiotics in the past three months
- History of long-term medication
- Presence of oral diseases such as tooth and gum diseases
- Subjects who had other factors that might force them to terminate the research ahead of time, such as the development of other severe disease (including mental disease) that required combined treatment, seriously abnormal laboratory examination value, and family or social factors that might affect the subject safety or experimental data collection, as judged by the researchers
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Zhejiang Cancer Hospitallead
- Sichuan Cancer Hospital and Research Institutecollaborator
- The First Affiliated Hospital of Zhejiang Chinese Medical Universitycollaborator
- Wenzhou Medical Universitycollaborator
- Fujian Cancer Hospitalcollaborator
- RenJi Hospitalcollaborator
- Tongde Hospital of Zhejiangcollaborator
- Kecheng District People's Hospitalcollaborator
- Yueyang Central Hospitalcollaborator
- Shandong Cancer Hospital and Institutecollaborator
- Shanxi Province Cancer Hospitalcollaborator
- Liaoning Cancer Hospital & Institutecollaborator
- Harbin Cancer Hospitalcollaborator
- Yuhang District People's Hospitalcollaborator
- Hainan Cancer Hospitalcollaborator
- Zigong Fourth People's Hospitalcollaborator
- Henan University of Science and Technologycollaborator
- Shangyu People's Hospital of Shaoxing Citycollaborator
- Red Cross Hospital, Hangzhou, Chinacollaborator
- The Affiliated Hospital of Hangzhou Normal Universitycollaborator
- Xiaoshan District First People's Hospitalcollaborator
- Xianju County People's Hospitalcollaborator
- Lin'an District First People's Hospitalcollaborator
- First Affiliated Hospital of Wenzhou Medical Universitycollaborator
- Wenzhou Central Hospitalcollaborator
- The Third Affiliated Hospital of Wenzhou Medical Universitycollaborator
- Leqing City People's Hospitalcollaborator
- The Affiliated Hospital of Medical School of Ningbo Universitycollaborator
- Cixi City People's Hospitalcollaborator
- Mingzhou Hospital, Zhejiang Universitycollaborator
- Fourth Hospital of Ningbo Citycollaborator
- Fenghua District People's Hospitalcollaborator
- Fenghua Traditional Chinese Medicine Hospital, Ningbo Citycollaborator
- Xikou Hospital, Fenghua District, Ningbo Citycollaborator
- Chengdu University of Traditional Chinese Medicinecollaborator
- Guang'an Hospital, Affiliated to Chengdu University of Traditional Chinese Medicinecollaborator
- Jiangsu Cancer Institute & Hospitalcollaborator
- Jiangsu Provincial People's Hospitalcollaborator
- The First People's Hospital of Changzhoucollaborator
- The First Affiliated Hospital of Soochow Universitycollaborator
- Jiangsu Provincial Hospital of Traditional Chinese Medicinecollaborator
- Zidong Campus of Jiangsu Provincial Hospital of TCMcollaborator
- Wuxi Traditional Chinese Medicine Hospitalcollaborator
- First Affiliated Hospital of Harbin Medical Universitycollaborator
- The First Affiliated Hospital of Anhui Medical Universitycollaborator
- Peking University Cancer Hospital & Institutecollaborator
- Xijing Hospitalcollaborator
- Guangdong Provincial Hospital of Traditional Chinese Medicinecollaborator
- Xiangya Hospital of Central South Universitycollaborator
- Yunnan Cancer Hospitalcollaborator
- Chongqing University Cancer Hospitalcollaborator
- Gansu Cancer Hospitalcollaborator
- Fudan Universitycollaborator
- Cancer Institute and Hospital, Chinese Academy of Medical Sciencescollaborator
- First Affiliated Hospital of Guangxi Medical Universitycollaborator
- Tianjin Medical University Cancer Institute and Hospitalcollaborator
- Huzhou Central Hospitalcollaborator
- Zhoushan Hospital, Zhejiangcollaborator
Study Sites (1)
Zhejiang Cancer Hospital
Hangzhou, Zhejiang, 310022, China
Related Publications (4)
Yuan L, Yang L, Zhang S, Xu Z, Qin J, Shi Y, Yu P, Wang Y, Bao Z, Xia Y, Sun J, He W, Chen T, Chen X, Hu C, Zhang Y, Dong C, Zhao P, Wang Y, Jiang N, Lv B, Xue Y, Jiao B, Gao H, Chai K, Li J, Wang H, Wang X, Guan X, Liu X, Zhao G, Zheng Z, Yan J, Yu H, Chen L, Ye Z, You H, Bao Y, Cheng X, Zhao P, Wang L, Zeng W, Tian Y, Chen M, You Y, Yuan G, Ruan H, Gao X, Xu J, Xu H, Du L, Zhang S, Fu H, Cheng X. Development of a tongue image-based machine learning tool for the diagnosis of gastric cancer: a prospective multicentre clinical cohort study. EClinicalMedicine. 2023 Feb 6;57:101834. doi: 10.1016/j.eclinm.2023.101834. eCollection 2023 Mar.
PMID: 36825238BACKGROUNDSung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin. 2021 May;71(3):209-249. doi: 10.3322/caac.21660. Epub 2021 Feb 4.
PMID: 33538338BACKGROUNDWang FH, Zhang XT, Li YF, Tang L, Qu XJ, Ying JE, Zhang J, Sun LY, Lin RB, Qiu H, Wang C, Qiu MZ, Cai MY, Wu Q, Liu H, Guan WL, Zhou AP, Zhang YJ, Liu TS, Bi F, Yuan XL, Rao SX, Xin Y, Sheng WQ, Xu HM, Li GX, Ji JF, Zhou ZW, Liang H, Zhang YQ, Jin J, Shen L, Li J, Xu RH. The Chinese Society of Clinical Oncology (CSCO): Clinical guidelines for the diagnosis and treatment of gastric cancer, 2021. Cancer Commun (Lond). 2021 Aug;41(8):747-795. doi: 10.1002/cac2.12193. Epub 2021 Jul 1.
PMID: 34197702BACKGROUNDLi MY, Zhu DJ, Xu W, Lin YJ, Yung KL, Ip AWH. Application of U-Net with Global Convolution Network Module in Computer-Aided Tongue Diagnosis. J Healthc Eng. 2021 Nov 18;2021:5853128. doi: 10.1155/2021/5853128. eCollection 2021.
PMID: 34840700BACKGROUND
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- CASE CONTROL
- Time Perspective
- PROSPECTIVE
- Target Duration
- 5 Years
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- MD
Study Record Dates
First Submitted
October 5, 2023
First Posted
October 12, 2023
Study Start
June 1, 2021
Primary Completion
June 1, 2025
Study Completion (Estimated)
December 31, 2026
Last Updated
June 4, 2025
Record last verified: 2025-05
Data Sharing
- IPD Sharing
- Will not share
We currently have no plans to share individual participant data (IPD) with other researchers.