Breast Cancer Plasticity after Chemotherapy Highlights the Need for Re-Evaluation of Subtyping in Residual Cancer and Metastatic Tissues

Author:

Padzińska-Pruszyńska Irena Barbara1,Akbar Muhammad Waqas2,Isbilen Murat3,Górka Emilia1,Kucukkaraduman Baris2ORCID,Canlı Seçil Demirkol4ORCID,Dedeoğlu Ege2ORCID,Azizolli Shila2,Cela Isli2,Akcay Abbas Guven2ORCID,Hakanoglu Hasim25ORCID,Bodnar Lubomir67,Cierniak Szczepan8,Kozielec Zygmunt910,Pruszyński Jacek Jerzy11,Bittel Martyna1,Gure Ali Osmay12,Król Magdalena1,Taciak Bartłomiej1ORCID

Affiliation:

1. Center of Cellular Immunotherapies, Warsaw University of Life Sciences, 02-786 Warsaw, Poland

2. Department of Molecular Biology and Genetics, Bilkent University, Ankara 06800, Turkey

3. Department of Biostatistics and Bioinformatics, Acibadem University, Istanbul 34752, Turkey

4. Molecular Pathology Application and Research Center, Hacettepe University, Ankara 06100, Turkey

5. Department of Genetics and Bioengineering, Istanbul Bilgi University, Istanbul 34060, Turkey

6. Department of Clinical Oncology and Radiotherapy, St. John Paul II Mazovia Regional Hospital in Siedlce, 08-110 Siedlce, Poland

7. Faculty of Medical and Health Sciences, University of Natural Sciences and Humanities, 08-110 Siedlce, Poland

8. Department of Pathomorphology, Military Institute of Medicine, 04-141 Warsaw, Poland

9. Department of Pathomorphology, Warmian-Masurian Cancer Center of the Ministry of the Interior and Administration’s Hospital, 11-041 Olsztyn, Poland

10. Department of Pathomorphology, University of Warmia and Mazury, 10-719 Olsztyn, Poland

11. Department of Geriatrics and Gerontology, School of Public Health, Centre of Postgraduate Medical Education, 02-673 Warsaw, Poland

12. Skopos Global Ltd., Atasehir, Istanbul 34750, Turkey

Abstract

This research paper presents a novel approach to identifying biomarkers that can be used to prognosticate patients with triple-negative breast cancer (TNBC) eligible for neoadjuvant therapy. The study utilized survival and RNA sequencing data from a cohort of TNBC patients and identified 276 genes whose expression was related to survival in such patients. The gene expression data were then used to classify patients into two major groups based on the presence or absence of Wingless/Integrated-pathway (Wnt-pathway) and mesenchymal (Mes) markers (Wnt/Mes). Patients with a low expression of Wnt/Mes-related genes had a favorable outcome, with no deaths observed during follow-up, while patients with a high expression of Wnt/Mes genes had a higher mortality rate of 50% within 19 months. The identified gene list could be validated and potentially used to shape treatment options for TNBC patients eligible for neoadjuvant therapy providing valuable insights into the development of more effective treatments for TNBC. Our data also showed significant variation in gene expression profiles before and after chemotherapy, with most tumors switching to a more mesenchymal/stem cell-like profile. To verify this observation, we performed an in silico analysis to classify breast cancer tumors in Prediction Analysis of Microarray 50 (PAM50) molecular classes before treatment and after treatment using gene expression data. Our findings demonstrate that following drug intervention and metastasis, certain tumors undergo a transition to alternative subtypes, resulting in diminished therapeutic efficacy. This underscores the necessity for reevaluation of patients who have experienced relapse or metastasis post-chemotherapy, with a focus on molecular subtyping. Tailoring treatment strategies based on these refined subtypes is imperative to optimize therapeutic outcomes for affected individuals.

Funder

National Centre for Research and Development

Publisher

MDPI AG

Reference26 articles.

1. Global Cancer Statistics 2018: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA;Bray;Cancer J. Clin.,2018

2. (2023). Global Breast Cancer Initiative Implementation Framework: Assessing, Strengthening and Scaling-Up of Services for the Early Detection and Management of Breast Cancer. Executive Summary, World Health Organisation.

3. Cancer Statistics of American 2019;Siegel;CA Cancer J. Clin.,2019

4. Wnt Signaling in Breast Cancer: Biological Mechanisms, Challenges and Opportunities;Xu;Mol. Cancer,2020

5. Epithelial-to-Mesenchymal Transition Signaling Pathways Responsible for Breast Cancer Metastasis;Buyuk;Cell. Mol. Bioeng.,2022

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3