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Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer

SIMPLE SUMMARY: Imaging biomarkers that permit non-invasive, real-time monitoring of the tumor microenvironment could serve a critical role to facilitate treatment personalization, particularly in the context of new immunotherapies. The aim of this prospective pilot study was to investigate the valu...

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Autores principales: Kennedy, Laura C., Kazerouni, Anum S., Chau, Bonny, Biswas, Debosmita, Alvarez, Rebeca, Durenberger, Grace, Dintzis, Suzanne M., Stanton, Sasha E., Partridge, Savannah C., Gadi, Vijayakrishna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486523/
https://www.ncbi.nlm.nih.gov/pubmed/37686613
http://dx.doi.org/10.3390/cancers15174337
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author Kennedy, Laura C.
Kazerouni, Anum S.
Chau, Bonny
Biswas, Debosmita
Alvarez, Rebeca
Durenberger, Grace
Dintzis, Suzanne M.
Stanton, Sasha E.
Partridge, Savannah C.
Gadi, Vijayakrishna
author_facet Kennedy, Laura C.
Kazerouni, Anum S.
Chau, Bonny
Biswas, Debosmita
Alvarez, Rebeca
Durenberger, Grace
Dintzis, Suzanne M.
Stanton, Sasha E.
Partridge, Savannah C.
Gadi, Vijayakrishna
author_sort Kennedy, Laura C.
collection PubMed
description SIMPLE SUMMARY: Imaging biomarkers that permit non-invasive, real-time monitoring of the tumor microenvironment could serve a critical role to facilitate treatment personalization, particularly in the context of new immunotherapies. The aim of this prospective pilot study was to investigate the value of breast magnetic resonance imaging (MRI) features as early markers of treatment-induced immune response after a single dose of trastuzumab in early HER2+ breast cancer. Our findings showed measures of change in peak percent enhancement on dynamic contrast-enhanced MRI and pre-treatment apparent diffusion coefficient on diffusion-weighted MRI to correlate with immune response as defined by tumor-infiltrating lymphocytes and immune-active gene signature scores. MRI measures hold potential to serve as biomarkers of tumor microenvironment alterations to guide treatment decisions in early breast cancer. ABSTRACT: Dynamic biomarkers that permit the real-time monitoring of the tumor microenvironment response to therapy are an unmet need in breast cancer. Breast magnetic resonance imaging (MRI) has demonstrated value as a predictor of pathologic complete response and may reflect immune cell changes in the tumor microenvironment. The purpose of this pilot study was to investigate the value of breast MRI features as early markers of treatment-induced immune response. Fourteen patients with early HER2+ breast cancer were enrolled in a window-of-opportunity study where a single dose of trastuzumab was administered and both tissue and MRIs were obtained at the pre- and post-treatment stages. Functional diffusion-weighted and dynamic contrast-enhanced MRI tumor measures were compared with tumor-infiltrating lymphocytes (TILs) and RNA immune signature scores. Both the pre-treatment apparent diffusion coefficient (ADC) and the change in peak percent enhancement (DPE) were associated with increased tumor-infiltrating lymphocytes with trastuzumab therapy (r = −0.67 and -0.69, p < 0.01 and p < 0.01, respectively). Low pre-treatment ADC and a greater decrease in PE in response to treatment were also associated with immune-activated tumor microenvironments as defined by RNA immune signatures. Breast MRI features hold promise as biomarkers of early immune response to treatment in HER2+ breast cancer.
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spelling pubmed-104865232023-09-09 Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer Kennedy, Laura C. Kazerouni, Anum S. Chau, Bonny Biswas, Debosmita Alvarez, Rebeca Durenberger, Grace Dintzis, Suzanne M. Stanton, Sasha E. Partridge, Savannah C. Gadi, Vijayakrishna Cancers (Basel) Article SIMPLE SUMMARY: Imaging biomarkers that permit non-invasive, real-time monitoring of the tumor microenvironment could serve a critical role to facilitate treatment personalization, particularly in the context of new immunotherapies. The aim of this prospective pilot study was to investigate the value of breast magnetic resonance imaging (MRI) features as early markers of treatment-induced immune response after a single dose of trastuzumab in early HER2+ breast cancer. Our findings showed measures of change in peak percent enhancement on dynamic contrast-enhanced MRI and pre-treatment apparent diffusion coefficient on diffusion-weighted MRI to correlate with immune response as defined by tumor-infiltrating lymphocytes and immune-active gene signature scores. MRI measures hold potential to serve as biomarkers of tumor microenvironment alterations to guide treatment decisions in early breast cancer. ABSTRACT: Dynamic biomarkers that permit the real-time monitoring of the tumor microenvironment response to therapy are an unmet need in breast cancer. Breast magnetic resonance imaging (MRI) has demonstrated value as a predictor of pathologic complete response and may reflect immune cell changes in the tumor microenvironment. The purpose of this pilot study was to investigate the value of breast MRI features as early markers of treatment-induced immune response. Fourteen patients with early HER2+ breast cancer were enrolled in a window-of-opportunity study where a single dose of trastuzumab was administered and both tissue and MRIs were obtained at the pre- and post-treatment stages. Functional diffusion-weighted and dynamic contrast-enhanced MRI tumor measures were compared with tumor-infiltrating lymphocytes (TILs) and RNA immune signature scores. Both the pre-treatment apparent diffusion coefficient (ADC) and the change in peak percent enhancement (DPE) were associated with increased tumor-infiltrating lymphocytes with trastuzumab therapy (r = −0.67 and -0.69, p < 0.01 and p < 0.01, respectively). Low pre-treatment ADC and a greater decrease in PE in response to treatment were also associated with immune-activated tumor microenvironments as defined by RNA immune signatures. Breast MRI features hold promise as biomarkers of early immune response to treatment in HER2+ breast cancer. MDPI 2023-08-30 /pmc/articles/PMC10486523/ /pubmed/37686613 http://dx.doi.org/10.3390/cancers15174337 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kennedy, Laura C.
Kazerouni, Anum S.
Chau, Bonny
Biswas, Debosmita
Alvarez, Rebeca
Durenberger, Grace
Dintzis, Suzanne M.
Stanton, Sasha E.
Partridge, Savannah C.
Gadi, Vijayakrishna
Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer
title Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer
title_full Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer
title_fullStr Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer
title_full_unstemmed Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer
title_short Associations of Multiparametric Breast MRI Features, Tumor-Infiltrating Lymphocytes, and Immune Gene Signature Scores Following a Single Dose of Trastuzumab in HER2-Positive Early-Stage Breast Cancer
title_sort associations of multiparametric breast mri features, tumor-infiltrating lymphocytes, and immune gene signature scores following a single dose of trastuzumab in her2-positive early-stage breast cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486523/
https://www.ncbi.nlm.nih.gov/pubmed/37686613
http://dx.doi.org/10.3390/cancers15174337
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