Tumor-microenvironment Spatial Interaction to Identify Markers of Resistance to Therapy in HER2+ Breast Cancer Patients
A Retrospective Observational Study Characterizing Tumour-microenvironment Spatial Interaction Aimed at the Identification of New Markers of Resistance to Therapy in HER2-positive Breast Cancer Patients
1 other identifier
observational
10
1 country
1
Brief Summary
This retrospective observational study aims at the comparison of the tumour-microenvironment tissue architecture before and after neo-adjuvant therapy in samples from HER2-positive (HER2+) breast cancer (BrCa) patients that display residual invasive disease in the breast/lymph node at surgery after standard-of-care combined chemotherapy and trastuzumab treatment. The working hypothesis of the investigators is that: Therapy imposes a selective pressure on tumour-microenvironment features promoting resistance to treatment. Participant that have already undergone neo-adjuvant treatment as part of their regular medical care for HER2-positive breast cancer will provide access to formalin-fixed paraffin-embedded (FFPE) samples taken before and after therapy. Tumoral, peri-tumoral and stromal regions of each specimen will be analyzed with the ultimate goal to identify new biomarkers (and putative targets) of resistance to therapy.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Dec 2024
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 16, 2024
CompletedFirst Posted
Study publicly available on registry
July 24, 2024
CompletedStudy Start
First participant enrolled
December 10, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 1, 2026
ExpectedStudy Completion
Last participant's last visit for all outcomes
August 1, 2027
April 15, 2026
January 1, 2026
2 years
July 16, 2024
April 10, 2026
Conditions
Outcome Measures
Primary Outcomes (5)
number of different cells per each phenotype
Cell types will be classified based on the expression of specific lineage/phenotype markers.
before and within 3 months from neo-adjuvant therapy (at surgery)
density of each phenotype
Cell phenotype densities will be calculated by dividing the number of total cells counted by the total area of the tissue acquired.
before and within 3 months from neo-adjuvant therapy (at surgery)
fraction of proliferative/active cells of each phenotype
The proportion of cells positive for the proliferation marker Ki67 will be assessed per cell phenotype. To assess the proportion of active immune cells, we will quantify the expression level of activation markers.
before and within 3 months from neo-adjuvant therapy (at surgery)
frequency of interactions
Cells will be defined as partaking in an interaction if their whole-cell profiles are in direct contact (contiguous pixels). Cell phenotypes will be mapped to cell-cell interaction masks, and for each specimen proximity events (cell-cell interactions) will be classified as homotypic or heterotypic proximity events
before and within 3 months from neo-adjuvant therapy (at surgery)
frequency of functional crosstalk events
Cells will be defined as participating in a functional crosstalk event if the proximal (contiguous pixels) cells express functional pairs (receptor/ligand) of markers (e.g. PD1/PDL1). The frequency of functional crosstalk events will be computed as the number of interactions between cells expressing functional pairs divided by the total number of cells expressing one of the markers (receptor, e.g. PD1) in the specimen.
before and within 3 months from neo-adjuvant therapy (at surgery)
Eligibility Criteria
HER2+ Breast Cancer patients displaying residual invasive disease in the breast/lymph node at surgery after neo-adjuvant treatment \[sequential chemotherapy comprising treatment with antracyclines (AC/EC q21, 4 cycles) followed by taxanes (paclitaxel 1,8,15 q21 for 12 weeks) in combination with the anti-HER2 antibody trastuzumab\].
You may qualify if:
- Participant is willing and able to give informed consent for participation in the study.
- Patient underwent the following procedure before surgery: biopsy, sequential chemotherapy comprising treatment with antracyclines (AC/EC q21, 4 cycles) followed by taxanes (paclitaxel 1,8,15 q21 for 12 weeks) in combination with the anti-HER2 antibody trastuzumab.
- Specimen collected at surgery display residual invasive disease in the breast/lymph node.
You may not qualify if:
- pre-existing conditions or concurrent diagnoses;
- concomitant use of other medications during neo-adjuvant treatment;
- quality of stored specimen does not meet the standard for Imaging Mass Cytometry analysis.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
IRCCS San Raffaele Hospital
Milan, Lombardy, 20132, Italy
Related Publications (1)
Wang XQ, Danenberg E, Huang CS, Egle D, Callari M, Bermejo B, Dugo M, Zamagni C, Thill M, Anton A, Zambelli S, Russo S, Ciruelos EM, Greil R, Gyorffy B, Semiglazov V, Colleoni M, Kelly CM, Mariani G, Del Mastro L, Biasi O, Seitz RS, Valagussa P, Viale G, Gianni L, Bianchini G, Ali HR. Spatial predictors of immunotherapy response in triple-negative breast cancer. Nature. 2023 Sep;621(7980):868-876. doi: 10.1038/s41586-023-06498-3. Epub 2023 Sep 6.
PMID: 37674077BACKGROUND
Study Officials
- PRINCIPAL INVESTIGATOR
Giampaolo Bianchini, MD
Head Breast Cancer Group - Department of Medical Oncology - IRCCS San Raffaele Hospital
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR INVESTIGATOR
- PI Title
- Head of Breast Cancer Group, Department of Medical Oncology -PI-
Study Record Dates
First Submitted
July 16, 2024
First Posted
July 24, 2024
Study Start
December 10, 2024
Primary Completion (Estimated)
December 1, 2026
Study Completion (Estimated)
August 1, 2027
Last Updated
April 15, 2026
Record last verified: 2026-01