Artificial Intelligence, Immunotherapy, Malignant Tumor
Conditions
Brief summary
In this study, we collected the data of immunohistochemistry, gene detection, image, OS, PFS, Orr, and so on. Secondly, the database of immunotherapy for malignant tumor was established, and the predictive model was constructed to verify and establish the rationality and validity of the biomarkers and predictive system of immunotherapy
Interventions
None listed
Sponsors
Study design
Eligibility
Inclusion criteria
1. Informed consent has been signed and, in the judgment of the investigator, the patient is able to comply with the study protocol and sign a written informed consent. 2. the advanced malignant tumors (solid tumors of the non-small-cell lung carcinoma, stomach, breast, urinary system, etc.) were diagnosed by histopathology. 3. the stage IV according to the eighth edition of IASLC. 4. PS 0-2, the expected survival \> 3 months. 5. the age of 18-75 years. 6. no contraindication to treatment with immune checkpoint inhibitors.
Exclusion criteria
1. the patients' compliance was poor, which violated the rules of the trial; 2. the patients with severe dysfunction of vital organs (heart, liver and kidney) ; 3. the patients with other malignant tumors; 4. the researchers considered that the patients should not participate in other conditions of the trial.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Progression-free survival | six months | The time between randomization and the first occurrence of disease progression or death from any cause |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Overall survival | two years | Time from randomization to death from any cause |
| Objective response rate | one years | Proportion of patients whose tumors have shrunk to pre-defined volumes and who are able to maintain minimum time requirements |
| Immune-Related Adverse Events | two years | In clinical trials of antineoplastic drugs/therapies, all levels of adverse drug reactions that are judged to be related to immune mechanisms, |
Other
| Measure | Time frame | Description |
|---|---|---|
| Indicators of cardiac injury | two years | Including but not limited to troponin, BNP and cardiac magnetic resonance imaging |
Countries
China