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Phyllodes Tumor clinical trials

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NCT ID: NCT06286267 Recruiting - Clinical trials for Artificial Intelligence

AI-Assisted System for Accurate Diagnosis and Prognosis of Breast Phyllodes Tumors

Start date: March 1, 2023
Phase:
Study type: Observational

Breast phyllodes tumor (PT) is a rare fibroepithelial tumor, accounting for 1% to 3% of all breast tumors, categorized by the WHO into benign, borderline, and malignant, based on histopathology features such as tumor border, stromal cellularity, stromal atypia, mitotic activity and stromal overgrowth. Malignant PTs account for 18%-25%, with high local recurrence (up to 65%) and distant metastasis rates (16%-25%). Benign PT could progress to malignancy after multiple recurrences. Therefore, Early, accurate diagnosis and identification of therapeutic targets are crucial for improving outcomes and survival rates. In recent years, there has been growing interest in the application of artificial intelligence (AI) in medical diagnostics. AI can integrate clinical information, histopathological images, and multi-omics data to assist in pathological and clinical diagnosis, prognosis prediction, and molecular profiling.AI has shown promising results in various areas, including the diagnosis of different cancers such as colorectal cancer, breast cancer, and prostate cancer. However, PT differs from breast cancer in diagnosis and treatment approach. Therefore, establishing an AI-based system for the precise diagnosis and prognosis assessment of PT is crucial for personalized medicine. The research team, led by Dr. Nie Yan, is one of the few in Guangdong Province and even nationally, specializing in PT research. Their team has been conducting research on the malignant progression, metastasis mechanisms, and molecular markers for PT. The team has identified key mechanisms, such as fibroblast-to-myofibroblast differentiation, and the role of tumor-associated macrophages in promoting this differentiation. They have also identified molecular markers, including miR-21, α-SMA, CCL18, and CCL5, which are more accurate in predicting tumor recurrence risk compared to traditional histopathological grading. The project has collected high-quality data from nearly a thousand breast PT patients, including imaging, histopathology, and survival data, and has performed transcriptome gene sequencing on tissue samples. They aim to build a comprehensive multi-omics database for breast PT and create an AI-based model for early diagnosis and prognosis prediction. This research has the potential to improve the diagnosis and treatment of breast PT, address the disparities in breast PT care across different regions in China, and contribute to the development of new therapeutic targets.

NCT ID: NCT01089374 Terminated - Phyllodes Tumor Clinical Trials

Phyllodes Tumor Partial Breast Radiation Study

Start date: January 12, 2010
Phase: N/A
Study type: Interventional

In 2008 a research study conducted by Dr. Barth involving 46 women determined that whole breast radiation therapy performed after a lumpectomy of borderline and malignant phyllodes tumors decreases rate of recurrence. None of the 46 participants developed a local recurrence. Based on information we have learned from research studies, we recommend whole breast radiation therapy for women with malignant and borderline phyllodes tumors after they receive a lumpectomy. New methods for delivering breast radiotherapy are being developed that allow radiation to be delivered solely to the site of the surgical resection. This is called partial breast radiation. The main advantage of partial breast radiation is that it simplifies treatment for the patient. Radiation is delivered twice a day for 5 days, rather than 5 days per week for 6 weeks. The main concern is that partial breast radiation might miss other sites of breast cancer in the breast receiving the radiation. Evidence is accumulating from research studies that partial breast radiation therapy after surgical removal of the more common type of breast cancer, invasive ductal carcinoma, the breast results in rates of local recurrence that are comparable to those seen after whole breast radiation therapy. In contrast to patients with invasive ductal cancers of the breast, it is very rare for patients to have phyllodes tumors that appear in more than one area of the breast. Review of research data determined that cancer recurrences seen in patients with phyllodes tumors that had undergone lumpectomies were almost always at the original tumor site. Therefore, partial breast radiation is likely to be as effective as whole breast radiation therapy after resection of malignant phyllodes tumors. The purpose of the study is to determine what the chances are that a phyllodes tumor will recur in the breast when the breast is treated with partial breast radiation therapy after a lumpectomy.

NCT ID: NCT00003404 Completed - Breast Cancer Clinical Trials

Radiation Therapy After Surgery in Treating Women With Phyllodes Tumor of the Breast

Start date: January 1998
Phase: N/A
Study type: Interventional

PURPOSE: This phase II trial studied how well radiation therapy works after surgery in treating women with phyllodes tumor of the breast. RATIONALE: Radiation therapy uses high-energy x-rays to damage tumor cells. Radiation therapy following surgery may be effective in treating patients with phyllodes tumor of the breast.