NCT06158776

Predicting Rectal Adenoma With Canceration and Investigating Mechanism Based on Multimodal MRI and Biochemical Model

Research on the Prediction and Mechanism of Rectal Adenoma Canceration Based on Radiomics of Multimodal MRI Combined With Clinical Indicators

• Status: Completed
• Phase: —
• Study type: Observational
• Enrollment: 100 (actual)
• Sponsor: Aiyin Li · Academic / Other
• Sex: All
• Age: —
• Healthy volunteers: Not accepted

Summary

In this retrospective study is to establish a diagnostic model for rectal adenoma canceration. The model will include multimodal comprehensive HR-T2WI morphological score, IVIM functional imaging and radiomics features, and clinical indicators such as tumor markers, serum Gelsolin protein and peripheral blood inflammatory cell ratio. It can be to provide accurate diagnostic information for patients before surgery, which is of great value for formulating personalized treatment plans and improving the prognosis of patients.

Detailed description

Imaging tests is the main method for evaluating rectal mass, especially MRI, which has been widely used in the preoperative diagnosis of rectal mass disease due to its very good soft tissue resolution. Previous studies in our group found that HR-T2WI-based radiomics, HR-T2WI-based morphology, and IVIM-based functional imaging can be used for the diagnosis of adenoma canceration. In addition to imaging, other tests, such as peripheral blood tests, can also reflect the development and progression of adenocarcinoma by counting tumor markers (colorectal tumor markers mainly CEA, AFP, CA199, CA724, CA50, CA242), inflammatory cell ratio (lymphocyte/C-reactive protein ratio, neutrophil/lymphocyte ratio, lymphocyte/monocytes ratio), and special types of proteins (such as coagulant protein).This study identifies the progression of adenoma to carcinoma by analyzing the combined cellular, morphological, and functional changes in adenoma carcinomas, with the expectation that multimodal co-diagnosis will improve the accuracy of clinical diagnosis.

Conditions

• Rectal Adenoma

Timeline

• Start date: 2022-01-01
• Primary completion: 2022-05-31
• Completion: 2022-06-15
• First posted: 2023-12-06
• Last updated: 2023-12-06

Locations

1 site across 1 country: China