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Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial
SIMPLE SUMMARY: High stromal tumor-infiltrating lymphocytes (sTILs) are associated with improved pathologic complete response (pCR) in triple-negative breast cancer (TNBC). In this study of 408 patients enrolled in a prospective early-stage TNBC neoadjuvant chemotherapy trial, we aimed to identify c...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10339918/ https://www.ncbi.nlm.nih.gov/pubmed/37444385 http://dx.doi.org/10.3390/cancers15133275 |
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author | Abuhadra, Nour Sun, Ryan Yam, Clinton Rauch, Gaiane M. Ding, Qingqing Lim, Bora Thompson, Alastair M. Mittendorf, Elizabeth A. Adrada, Beatriz E. Damodaran, Senthil Virani, Kiran White, Jason Ravenberg, Elizabeth Sun, Jia Choi, Jaihee Candelaria, Rosalind Arun, Banu Ueno, Naoto T. Santiago, Lumarie Saleem, Sadia Abouharb, Sausan Murthy, Rashmi K. Ibrahim, Nuhad Sahin, Aysegul Valero, Vicente Symmans, William Fraser Litton, Jennifer K. Tripathy, Debu Moulder, Stacy Huo, Lei |
author_facet | Abuhadra, Nour Sun, Ryan Yam, Clinton Rauch, Gaiane M. Ding, Qingqing Lim, Bora Thompson, Alastair M. Mittendorf, Elizabeth A. Adrada, Beatriz E. Damodaran, Senthil Virani, Kiran White, Jason Ravenberg, Elizabeth Sun, Jia Choi, Jaihee Candelaria, Rosalind Arun, Banu Ueno, Naoto T. Santiago, Lumarie Saleem, Sadia Abouharb, Sausan Murthy, Rashmi K. Ibrahim, Nuhad Sahin, Aysegul Valero, Vicente Symmans, William Fraser Litton, Jennifer K. Tripathy, Debu Moulder, Stacy Huo, Lei |
author_sort | Abuhadra, Nour |
collection | PubMed |
description | SIMPLE SUMMARY: High stromal tumor-infiltrating lymphocytes (sTILs) are associated with improved pathologic complete response (pCR) in triple-negative breast cancer (TNBC). In this study of 408 patients enrolled in a prospective early-stage TNBC neoadjuvant chemotherapy trial, we aimed to identify clinicopathologic features that could be combined with sTILs to better predict pCR. Applying a training set and a testing set, we found that integrating high Ki-67 (cutoff > 35%) and high sTIL (cutoff ≥ 20%) in a model of computed response scores could predict a pCR rate of 65%. This model may refine the selection of early-stage TNBC patients for neoadjuvant clinical trials evaluating de-escalation strategies. ABSTRACT: High stromal tumor-infiltrating lymphocytes (sTILs) are associated with improved pathologic complete response (pCR) in triple-negative breast cancer (TNBC). We hypothesize that integrating high sTILs and additional clinicopathologic features associated with pCR could enhance our ability to predict the group of patients on whom treatment de-escalation strategies could be tested. In this prospective early-stage TNBC neoadjuvant chemotherapy study, pretreatment biopsies from 408 patients were evaluated for their clinical and demographic features, as well as biomarkers including sTILs, Ki-67, PD-L1 and androgen receptor. Multivariate logistic regression models were developed to generate a computed response score to predict pCR. The pCR rate for the entire cohort was 41%. Recursive partitioning analysis identified ≥20% as the optimal cutoff for sTILs to denote 35% (143/408) of patients as having high sTILs, with a pCR rate of 59%, and 65% (265/408) of patients as having low sTILs, with a pCR rate of 31%. High Ki-67 (cutoff > 35%) was identified as the only predictor of pCR in addition to sTILs in the training set. This finding was verified in the testing set, where the highest computed response score encompassing both high sTILa and high Ki-67 predicted a pCR rate of 65%. Integrating Ki67 and sTIL may refine the selection of early stage TNBC patients for neoadjuvant clinical trials evaluating de-escalation strategies. |
format | Online Article Text |
id | pubmed-10339918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103399182023-07-14 Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial Abuhadra, Nour Sun, Ryan Yam, Clinton Rauch, Gaiane M. Ding, Qingqing Lim, Bora Thompson, Alastair M. Mittendorf, Elizabeth A. Adrada, Beatriz E. Damodaran, Senthil Virani, Kiran White, Jason Ravenberg, Elizabeth Sun, Jia Choi, Jaihee Candelaria, Rosalind Arun, Banu Ueno, Naoto T. Santiago, Lumarie Saleem, Sadia Abouharb, Sausan Murthy, Rashmi K. Ibrahim, Nuhad Sahin, Aysegul Valero, Vicente Symmans, William Fraser Litton, Jennifer K. Tripathy, Debu Moulder, Stacy Huo, Lei Cancers (Basel) Article SIMPLE SUMMARY: High stromal tumor-infiltrating lymphocytes (sTILs) are associated with improved pathologic complete response (pCR) in triple-negative breast cancer (TNBC). In this study of 408 patients enrolled in a prospective early-stage TNBC neoadjuvant chemotherapy trial, we aimed to identify clinicopathologic features that could be combined with sTILs to better predict pCR. Applying a training set and a testing set, we found that integrating high Ki-67 (cutoff > 35%) and high sTIL (cutoff ≥ 20%) in a model of computed response scores could predict a pCR rate of 65%. This model may refine the selection of early-stage TNBC patients for neoadjuvant clinical trials evaluating de-escalation strategies. ABSTRACT: High stromal tumor-infiltrating lymphocytes (sTILs) are associated with improved pathologic complete response (pCR) in triple-negative breast cancer (TNBC). We hypothesize that integrating high sTILs and additional clinicopathologic features associated with pCR could enhance our ability to predict the group of patients on whom treatment de-escalation strategies could be tested. In this prospective early-stage TNBC neoadjuvant chemotherapy study, pretreatment biopsies from 408 patients were evaluated for their clinical and demographic features, as well as biomarkers including sTILs, Ki-67, PD-L1 and androgen receptor. Multivariate logistic regression models were developed to generate a computed response score to predict pCR. The pCR rate for the entire cohort was 41%. Recursive partitioning analysis identified ≥20% as the optimal cutoff for sTILs to denote 35% (143/408) of patients as having high sTILs, with a pCR rate of 59%, and 65% (265/408) of patients as having low sTILs, with a pCR rate of 31%. High Ki-67 (cutoff > 35%) was identified as the only predictor of pCR in addition to sTILs in the training set. This finding was verified in the testing set, where the highest computed response score encompassing both high sTILa and high Ki-67 predicted a pCR rate of 65%. Integrating Ki67 and sTIL may refine the selection of early stage TNBC patients for neoadjuvant clinical trials evaluating de-escalation strategies. MDPI 2023-06-21 /pmc/articles/PMC10339918/ /pubmed/37444385 http://dx.doi.org/10.3390/cancers15133275 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 Abuhadra, Nour Sun, Ryan Yam, Clinton Rauch, Gaiane M. Ding, Qingqing Lim, Bora Thompson, Alastair M. Mittendorf, Elizabeth A. Adrada, Beatriz E. Damodaran, Senthil Virani, Kiran White, Jason Ravenberg, Elizabeth Sun, Jia Choi, Jaihee Candelaria, Rosalind Arun, Banu Ueno, Naoto T. Santiago, Lumarie Saleem, Sadia Abouharb, Sausan Murthy, Rashmi K. Ibrahim, Nuhad Sahin, Aysegul Valero, Vicente Symmans, William Fraser Litton, Jennifer K. Tripathy, Debu Moulder, Stacy Huo, Lei Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial |
title | Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial |
title_full | Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial |
title_fullStr | Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial |
title_full_unstemmed | Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial |
title_short | Predictive Roles of Baseline Stromal Tumor-Infiltrating Lymphocytes and Ki-67 in Pathologic Complete Response in an Early-Stage Triple-Negative Breast Cancer Prospective Trial |
title_sort | predictive roles of baseline stromal tumor-infiltrating lymphocytes and ki-67 in pathologic complete response in an early-stage triple-negative breast cancer prospective trial |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10339918/ https://www.ncbi.nlm.nih.gov/pubmed/37444385 http://dx.doi.org/10.3390/cancers15133275 |
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