An interventional study of Blood sampling and Tumor sampling in Triple-negative Breast Cancer (TNBC), Stage II-III, sponsored by Centre Antoine Lacassagne. Not yet recruiting at 1 site in France. Open to female participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-09-29.
Sponsored by Centre Antoine Lacassagne · Not applicable, Interventional, and Diagnostic
The goal of this study is to investigate whether specific metabolic profiles can predict response to neoadjuvant chemo-immunotherapy in patients with stage II and III triple-negative breast cancer (TNBC).
The main objectives are to determine:
Participants will:
The study does not modify the patient's standard therapeutic management.
Exclusion Criteria:
Patients receiving neoadjuvant chemo-immunotherapy according to the study protocol.
Biological: Blood sampling · Procedure: Tumor sampling
Two blood samples will be collected during neoadjuvant chemo-immunotherapy: one at Cycle 1, Day 1 (C1D1) of Sequence 1, prior to treatment initiation, and one at Cycle 3, Day 1 (C3D1) of Sequence 2, prior to treatment administration. Blood samples will be used for metabolomic analyses of plasma.
Two tumor core biopsy samples will be collected under radiological guidance during placement of the localization clip, prior to initiation of neoadjuvant chemo-immunotherapy, in accordance with standard procedures at the study site. One core will be used for pathological confirmation of tumor tissue and the other will be collected for research purposes and used for subsequent molecular analyses.
Predictive performance of targeted metabolites and histological response
The predictive performance of targeted metabolites (tryptophan pathway and diacetylspermine) to predict post-surgical histological response will be evaluated using the area under the ROC curve (AUC), with an AUC target \> 0.8. Histological response will be assessed according to the Residual Cancer Burden (RCB) classification, ranging from RCB0 (pathological complete response) to RCB3 (presence of extensive residual disease), based on the results obtained from the surgical specimen of breast surgery.
Time frame: From enrollment to the end of treatment and follow-up - 8 months.
Consistency of metabolites between plasma and tumor biopsies
The consistency of variations in metabolites of interest between plasma samples and tumor biopsies will be evaluated by a semi-quantitative correlation between the two compartments.
Time frame: From enrollment to the end of treatment and follow-up - 8 months.
Performance of a metabolomic signature using machine learning
The performance of a metabolomic signature (untargeted analysis), established notably using machine learning methods, to predict post-surgical histological response will be evaluated by the AUC, with a target \> 0.8.
Time frame: From enrollment to the end of treatment and follow-up - 8 months.
Variations of tryptophan pathway metabolites
Variations in tryptophan pathway metabolites will be evaluated by semi-quantitative correlation with the clinical-biological response.
Time frame: From enrollment to the end of treatment and follow-up - 8 months.
Prediction of radiological response by targeted metabolites
The predictive performance of targeted metabolites to predict radiological response to neoadjuvant chemo-immunotherapy will be evaluated by the AUC, with a target \> 0.8.
Time frame: From enrollment to the end of treatment and follow-up - 8 months.
This study is not yet recruiting, as verified in Sep 2026. You cannot join it, but the record below documents what was studied.
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Triple Negative Breast Neoplasms→
Centre Antoine Lacassagne