Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis

Abstract Background Advanced breast cancer (BC) impact immune cells in the blood but whether such effects may reflect the presence of early BC and its therapeutic management remains elusive. Methods To address this question, we used multiparametric flow cytometry to analyze circulating leukocytes in...

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Main Authors: Sarah Cattin, Benoît Fellay, Antonello Calderoni, Alexandre Christinat, Laura Negretti, Maira Biggiogero, Alberto Badellino, Anne-Lise Schneider, Pelagia Tsoutsou, Alessandra Franzetti Pellanda, Curzio Rüegg
Format: Article
Language:English
Published: BMC 2021-06-01
Series:Breast Cancer Research
Subjects:
Online Access:https://doi.org/10.1186/s13058-021-01441-8
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spelling doaj-8b623eadf08a4489b9f9d2e0aef645092021-06-06T11:33:14ZengBMCBreast Cancer Research1465-542X2021-06-0123111310.1186/s13058-021-01441-8Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysisSarah Cattin0Benoît Fellay1Antonello Calderoni2Alexandre Christinat3Laura Negretti4Maira Biggiogero5Alberto Badellino6Anne-Lise Schneider7Pelagia Tsoutsou8Alessandra Franzetti Pellanda9Curzio Rüegg10Pathology, Department of Oncology, Microbiology and Immunology, Faculty of Science and Medicine, University of FribourgCentral Laboratory, Hôpital FribourgeoisCentro Oncologico Varini-Calderoni-ChristinatCentro Oncologico Varini-Calderoni-ChristinatRadiation Oncology Department, Clinica Luganese MoncuccoRadiation Oncology Department, Clinica Luganese MoncuccoRadiation Oncology Department, Clinica Luganese MoncuccoBreast and Oncology Center, Hôpital NeuchateloisBreast and Oncology Center, Hôpital NeuchateloisRadiation Oncology Department, Clinica Luganese MoncuccoPathology, Department of Oncology, Microbiology and Immunology, Faculty of Science and Medicine, University of FribourgAbstract Background Advanced breast cancer (BC) impact immune cells in the blood but whether such effects may reflect the presence of early BC and its therapeutic management remains elusive. Methods To address this question, we used multiparametric flow cytometry to analyze circulating leukocytes in patients with early BC (n = 13) at the time of diagnosis, after surgery, and after adjuvant radiotherapy, compared to healthy individuals. Data were analyzed using a minimally supervised approach based on FlowSOM algorithm and validated manually. Results At the time of diagnosis, BC patients have an increased frequency of CD117+CD11b+ granulocytes, which was significantly reduced after tumor removal. Adjuvant radiotherapy increased the frequency of CD45RO+ memory CD4+ T cells and CD4+ regulatory T cells. FlowSOM algorithm analysis revealed several unanticipated populations, including cells negative for all markers tested, CD11b+CD15low, CD3+CD4−CD8−, CD3+CD4+CD8+, and CD3+CD8+CD127+CD45RO+ cells, associated with BC or radiotherapy. Conclusions This study revealed changes in blood leukocytes associated with primary BC, surgical removal, and adjuvant radiotherapy. Specifically, it identified increased levels of CD117+ granulocytes, memory, and regulatory CD4+ T cells as potential biomarkers of BC and radiotherapy, respectively. Importantly, the study demonstrates the value of unsupervised analysis of complex flow cytometry data to unravel new cell populations of potential clinical relevance.https://doi.org/10.1186/s13058-021-01441-8Breast cancerRadiotherapyGranulocytesMonocytesCD117FlowJo
collection DOAJ
language English
format Article
sources DOAJ
author Sarah Cattin
Benoît Fellay
Antonello Calderoni
Alexandre Christinat
Laura Negretti
Maira Biggiogero
Alberto Badellino
Anne-Lise Schneider
Pelagia Tsoutsou
Alessandra Franzetti Pellanda
Curzio Rüegg
spellingShingle Sarah Cattin
Benoît Fellay
Antonello Calderoni
Alexandre Christinat
Laura Negretti
Maira Biggiogero
Alberto Badellino
Anne-Lise Schneider
Pelagia Tsoutsou
Alessandra Franzetti Pellanda
Curzio Rüegg
Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis
Breast Cancer Research
Breast cancer
Radiotherapy
Granulocytes
Monocytes
CD117
FlowJo
author_facet Sarah Cattin
Benoît Fellay
Antonello Calderoni
Alexandre Christinat
Laura Negretti
Maira Biggiogero
Alberto Badellino
Anne-Lise Schneider
Pelagia Tsoutsou
Alessandra Franzetti Pellanda
Curzio Rüegg
author_sort Sarah Cattin
title Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis
title_short Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis
title_full Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis
title_fullStr Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis
title_full_unstemmed Circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis
title_sort circulating immune cell populations related to primary breast cancer, surgical removal, and radiotherapy revealed by flow cytometry analysis
publisher BMC
series Breast Cancer Research
issn 1465-542X
publishDate 2021-06-01
description Abstract Background Advanced breast cancer (BC) impact immune cells in the blood but whether such effects may reflect the presence of early BC and its therapeutic management remains elusive. Methods To address this question, we used multiparametric flow cytometry to analyze circulating leukocytes in patients with early BC (n = 13) at the time of diagnosis, after surgery, and after adjuvant radiotherapy, compared to healthy individuals. Data were analyzed using a minimally supervised approach based on FlowSOM algorithm and validated manually. Results At the time of diagnosis, BC patients have an increased frequency of CD117+CD11b+ granulocytes, which was significantly reduced after tumor removal. Adjuvant radiotherapy increased the frequency of CD45RO+ memory CD4+ T cells and CD4+ regulatory T cells. FlowSOM algorithm analysis revealed several unanticipated populations, including cells negative for all markers tested, CD11b+CD15low, CD3+CD4−CD8−, CD3+CD4+CD8+, and CD3+CD8+CD127+CD45RO+ cells, associated with BC or radiotherapy. Conclusions This study revealed changes in blood leukocytes associated with primary BC, surgical removal, and adjuvant radiotherapy. Specifically, it identified increased levels of CD117+ granulocytes, memory, and regulatory CD4+ T cells as potential biomarkers of BC and radiotherapy, respectively. Importantly, the study demonstrates the value of unsupervised analysis of complex flow cytometry data to unravel new cell populations of potential clinical relevance.
topic Breast cancer
Radiotherapy
Granulocytes
Monocytes
CD117
FlowJo
url https://doi.org/10.1186/s13058-021-01441-8
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