Clinical Study of Imaging Genomics Based on Machine Learning for BCIG
1 other identifier
observational
1,500
1 country
1
Brief Summary
- 1.Identify the imaging features of breast cancer with different molecular types
- 2.Reveal the association between hormone receptor positive/HER2 negative breast cancer and imaging histology, Oncotype Dx recurrence score
- 3.Combine genomics and imaging to establish a predictive model for the sensitivity of HER2-positive breast cancer targeted therapy
- 4.Establish an imaging genomics prediction model for triple-negative breast cancer molecular subtypes, and clarify the imaging genomics characteristics of the therapeutic targets of each subtype
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Dec 2020
Typical duration 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
First Submitted
Initial submission to the registry
July 4, 2020
CompletedFirst Posted
Study publicly available on registry
July 8, 2020
CompletedStudy Start
First participant enrolled
December 1, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 30, 2022
CompletedStudy Completion
Last participant's last visit for all outcomes
December 30, 2023
CompletedAugust 21, 2020
August 1, 2020
2.1 years
July 4, 2020
August 20, 2020
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Image prediction model of different molecular typing
1. Build a model to predict molecular typing based on image 2. Establish a prediction model for predicting the risk of Luminal breast cancer recurrence 3. Establish a prediction model for predicting her2 targeted drug resistance 4. Establishing a triple-negative molecular model for breast cancer
30 December,2022----30 December,2023
Study Arms (3)
Luminal
Luminal A:ER+ and/or PR+,HER2- Luminal B:ER+ and/or PR+,HER2+ \* ER:estrogen receptor PR:progesterone receptor HER2:human epidermalgrowth factor receptor-2
HER2 overexpression
ER- PR-,HER2+ \* ER:estrogen receptor PR:progesterone receptor HER2:human epidermalgrowth factor receptor-2
Triple negative
ER- PR-,HER2- \* ER:estrogen receptor PR:progesterone receptor HER2:human epidermalgrowth factor receptor-2
Interventions
Local surgery, radiation therapy, and systemic therapy such as chemotherapy, endocrine and molecular targeting.
Eligibility Criteria
Prospectively enrolled breast cancer patients diagnosed by pathology, all clinical data of all enrolled patients are complete, including demographic characteristics (gender, age, menstrual status and fertility history), pathological data (staging in histopathology, immunohistochemistry) Status and FISH, genetic testing records the recurrence score and genotype), imaging data, complete treatment and follow-up (whether there is local recurrence and metastasis, and the time of diagnosis)
You may qualify if:
- Pathological and immunohistochemical diagnosis of breast cancer by biopsy
- No MRI contraindications and no biopsy before MRI
- Without radiotherapy and chemotherapy before enrollment
You may not qualify if:
- Those with previous history of breast cancer surgery, hormone replacement therapy and chest radiotherapy
- Patients with severe diseases who cannot cooperate with the examination
- People with contraindications to MRI
- The researchers believe that other conditions are not suitable for breast MRI examination
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Fudan Universitylead
- RenJi Hospitalcollaborator
- International Peace Maternity and Child Health Hospitalcollaborator
Study Sites (1)
Fudan University Shanghai Cancer Center
Shanghai, Shanghai Municipality, 200032, China
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Gu Ya Jia
Fudan University
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Target Duration
- 5 Years
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Director of Radiology
Study Record Dates
First Submitted
July 4, 2020
First Posted
July 8, 2020
Study Start
December 1, 2020
Primary Completion
December 30, 2022
Study Completion
December 30, 2023
Last Updated
August 21, 2020
Record last verified: 2020-08