Actively Recruiting
Study of Predicting Lymph Node Metastasis of High-risk Prostate Cancer by Artificial Intelligence Multi-omics Analysis
Led by Anhui Medical University · Updated on 2026-01-09
2000
Participants Needed
1
Research Sites
74 weeks
Total Duration
On this page
AI-Summary
What this Trial Is About
The pathological-omics and imaging-omics in this study are combined to construct an artificial intelligence (AI) model that can predict whether high-risk prostate cancer patients may have lymph node metastasis. The model determines whether the patient has lymph node metastasis based on the MRI results and the pathological section image information of the case combined with clinical data before radical resection of the prostate. This study is a multicenter, prospective clinical study to verify the model's ability to predict whether high-risk prostate cancer patients may have lymph node metastasis.
CONDITIONS
Official Title
Study of Predicting Lymph Node Metastasis of High-risk Prostate Cancer by Artificial Intelligence Multi-omics Analysis
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Age 50 years or older
- Histologically or cytologically confirmed prostate adenocarcinoma
- PSA 20 ng/ml or higher or Gleason score 8 or higher
- Eastern Cooperative Oncology Group (ECOG) performance status score of 0 to 2
- Life expectancy of at least 6 months
- Normal bone marrow function: absolute neutrophil count ≥ 1.5×10⁹/L; platelets ≥ 75×10⁹/L; hemoglobin ≥ 90 g/L; white blood cell count ≥ 3.0×10⁹/L
- Normal liver function: ALT or AST ≤ 2.5 times upper limit of normal (ULN); if liver metastasis present, ALT/AST ≤ 5 times ULN
- Total bilirubin ≤ 1.5 times ULN or total bilirubin > 1.5 times ULN with direct bilirubin ≤ ULN
- Normal coagulation function: INR ≤ 1.5, APTT ≤ 1.5 times ULN, PT < ULN + 4 seconds
- Normal heart function: LVEF ≥ 50%; corrected QT interval male < 450 ms, female < 470 ms; serum potassium ≥ 3.5 mmol/L
- Normal blood pressure: systolic < 140 mmHg, diastolic < 90 mmHg; stable blood pressure after treatment allowed
- Normal renal function: serum creatinine ≤ 1.5 times ULN, creatinine clearance ≥ 50 mL/min
- Ability to understand and willing to sign informed consent
- Able to comply with study visits and protocol requirements
You will not qualify if you...
- Contraindications to MRI such as metal implants or claustrophobia
- Missing baseline clinical or pathological information
- History of neurological or psychiatric disorders including dementia, epilepsy, or seizures
- Serious diseases endangering safety or affecting study completion (e.g., severe diabetes, thyroid disease, mental illness)
- Factors affecting safety or ability to provide informed consent including lab abnormalities or psychological, family, social, or geographic issues
- Investigator judgment deeming participation unsuitable
- Unable to provide informed consent
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 1 location
1
Science and Technology Institute, Anhui Medical University
Hefei, Anhui, China, 230022
Actively Recruiting
Research Team
S
Sheng Tai
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
0
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