Deployment and Clinical Evaluation of an AI-powered Digital Oncology Biomarker Tool to guidE Treatment in TNBC
NCT06396754 · Status: NOT_YET_RECRUITING · Type: OBSERVATIONAL · Enrollment: 50
Last updated 2026-03-27
Summary
TILs have been shown to be predictive for response to neo-adjuvant chemotherapy in patients with TNBC in multiple studies (Level-1B evidence for clinical validity as per REMARK criteria). TNBC patients with excellent survival outcome and low incidence of metastasis can be identified using a manual TIL score.
Furthermore, a fully end-to-end blinded evaluation of the same algorithm to be used in this study achieved \>90% accuracy for predicting disease free survival (DFS) and overall survival (OS) in the pooled analysis of seven adjuvant phase-III TNBC trials.
Conditions
Interventions
- OTHER
-
AI-analysis on diagnostic and surgical specimens
The analysis will report a list of AI-based biomarkers to assess the tumour-immune spatial microenvironment as well as final spatial immune-ecology prognostic (SIPA) reports for every patient.
Sponsors & Collaborators
-
Case45 Ltd
collaborator UNKNOWN -
Institute of Cancer Research, United Kingdom
lead OTHER
Principal Investigators
-
Navita Somaiah · Institute of Cancer Research, United Kingdom
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2026-08-01
- Primary Completion
- 2027-07-31
- Completion
- 2027-07-31
More Related Trials
-
Tracking Triple-negative Breast Cancer Evolution Through Therapy
NCT03077776 ·Status: ACTIVE_NOT_RECRUITING ·Phase: NA
-
Tumor Suppressor Status as a Predictor of Chemotherapy Response in Triple Negative Breast Cancer
NCT01514565 ·Status: UNKNOWN
-
Prediction of Radiotherapy Efficacy in Patients With Triple-negative Breast Cancer
NCT06418126 ·Status: ACTIVE_NOT_RECRUITING ·Phase: NA
-
Triple-negative Breast Cancer: a New Perspective on Biomarkers
NCT03539965 ·Status: COMPLETED
-
Tumor-Infiltrating Lymphocytes and Programmed Cell Death - Ligand 1 in Breast Cancer
NCT05250336 ·Status: UNKNOWN
-
Prospective Validation and Application of an Artificial Intelligence-based Model for Evaluating the Efficacy of Breast Cancer Patients After Neoadjuvant Therapy
NCT06649565 ·Status: RECRUITING
-
Using of Costimulatory and co Inhibatory Immune Checkpoints as Diagnostic and Prognostic in Breast Cancer
NCT06169007 ·Status: NOT_YET_RECRUITING
-
Comparison of the Breast Tumor Microenvironment
NCT03165487 ·Status: ACTIVE_NOT_RECRUITING
-
Construction and Validation of an Assessment Model of PCR After NAT on Breast Cancer Patients With AI Technology
NCT05441098 ·Status: UNKNOWN
-
Microbiome Immunotherapy Neoadjuvant Assessment
NCT06709651 ·Status: RECRUITING
-
Cellular Immune Responses in Triple-negative Breast Cancer - High Throughput Immunogenetic Studies
NCT06646263 ·Status: ENROLLING_BY_INVITATION
-
Use of INnovative and Micro-INvasive TEchniques for the Early Identification of Breast Cancer Patients Benefitting From Neo-adjuvant Therapy
NCT05846997 ·Status: UNKNOWN
-
Genomically Guided Radiation Therapy in the Management of Triple Negative Breast Cancer
NCT05528133 ·Status: RECRUITING ·Phase: PHASE2
-
ctDNA Positive Patients Diagnosed With cT1bN0 and cT1cN0 TNBC
NCT07332975 ·Status: RECRUITING
-
Predicting Long-Term Clinical Outcomes in Chinese Breast Cancer Patients Receiving Neoadjuvant Chemotherapy
NCT06856616 ·Status: ACTIVE_NOT_RECRUITING
-
Comparison of Biological Features Between pN0 Triple Negative Breast Tumours With Size < or = 10 mm (pT1a/b) Versus pT1c T2 < or = 30 mm
NCT02266420 ·Status: COMPLETED ·Phase: NA
-
TRIple Negative Breast Cancer Markers In Liquid Biopsies Using Artificial Intelligence
NCT04874064 ·Status: RECRUITING
-
Evaluating and Monitoring Immune and Clinical Responses in Early-Stage Triple Negative Breast Cancer Undergoing Neoadjuvant Chemo-immunotherapy With Pembrolizumab
NCT05877859 ·Status: RECRUITING
-
CtDNA Based MRD Testing for NAC Monitoring in TNBC
NCT06230185 ·Status: RECRUITING
-
Genomic Markers for Measuring Breast Cancer Response to Neoadjuvant Chemotherapy
NCT03709134 ·Status: COMPLETED
-
Study to Identify Molecular Mechanisms of Clinical Resistance to Chemotherapy in Triple Negative Breast Cancer Patients
NCT01276899 ·Status: COMPLETED
-
Evaluation of Prognostic Monitoring for Triple Negative Breast Cancer Patients
NCT04145947 ·Status: UNKNOWN
-
Biomarkers in Blood Samples From Older Breast Cancer Survivors
NCT01138345 ·Status: COMPLETED
-
Impact of Immuno-Oncologic Agent on Neoadjuvant Chemotherapy in Triple Negative Breast Cancer
NCT05910710 ·Status: RECRUITING
-
Minimally Invasive Biopsy Predicting Breast pCR After NAC for Breast Cancer
NCT03789851 ·Status: UNKNOWN ·Phase: NA