582 Analysis of the HR+/HER2- breast cancer tumor microenvironment following immune priming with pelareorep and atezolizumab using imaging mass cytometry – Results from the AWARE-1 trial
Notice bibliographique
Résumé
<h3>Background</h3> Pelareorep (pela) is an intravenously delivered, non-modified oncolytic reovirus that shows anti-tumor activity through innate and adaptive immune responses as well as direct tumor lysis. Previous data from the window of opportunity AWARE-1 study demonstrated synergy between pela in combination with atezolizumab, demonstrating a favorable immunologic response in tumors from early breast cancer (eBC) patients.<sup>1</sup> To understand the complex tumor microenvironment (TME) and immune responses in patients before and after treatment, we used imaging mass cytometry (IMC) to perform single cell, highly multiplexed, analysis of their tissue samples. <h3>Methods</h3> Newly diagnosed HR+/HER2- eBC patients were enrolled into two cohorts: Cohort 1: pela + letrozole (n=10); and Cohort 2: pela + letrozole + atezolizumab (n=10). Pela was administered on days 1, 2 and 8, 9, and atezolizumab was given on day 3. Tumor biopsies (FFPE samples) collected pre-treatment (D1) and on days 3 (D3, prior to atezolizumab administration) and approximately on day 21 (when tumors were surgically removed) were examined by IMC. A marker panel of 37 antibodies conjugated to a unique metal isotope was assembled. Pixel-based classification was performed in Ilastik to generate cell probability masks and processed in Cellprofiler. RStudio was used to phenotype the data with PhenoGraph. Expression and neighborhood analysis was generated in RStudio. <h3>Results</h3> Preliminary analysis with IMC reveals significant enrichment of cytotoxic T cells between D3 and surgery and between D1 and surgery. The Ki67+ subset of tumor shows a significant decrease in abundance between D1 and D3, D3 and surgery, and D1 and surgery. The general tumor subset shows a significant decrease in abundance between the D3 and surgery timepoints. Expression of PD-L1 significantly increases between the screening and D3 timepoints and significantly decreases between the D3 and surgery timepoints, conceivably explained by the immune-mediated destruction of tumor cells. Nearest neighbor distance analysis shows that cytotoxic T cells are significantly closer to tumor when comparing the screening and surgery timepoints. <h3>Conclusions</h3> In accordance with the prior AWARE-1 results, IMC demonstrated an enhanced immune state of the tumors after treatment. IMC allows us to analyze the potent immune response and cellular interactions in the TME and characterization of these complex interactions provides a better understanding of the key mechanisms of action of these treatments in order to plan future clinical trials. <h3>References</h3> Loghmani <i>et al</i>. SABCS 2022
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Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».