A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating Subsets

Monocytic and granulocytic myeloid-derived suppressor cells together with tumor-infiltrating macrophages constitute the main tumor-infiltrating immunosuppressive myeloid populations. Due to the phenotypic resemblance to conventional myeloid cells, their identification and purification from within th...

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Main Authors: Ester Blanco, Maria Ibañez-Vea, Carlos Hernandez, Lylia Drici, Xabier Martínez de Morentin, Maria Gato, Karina Ausin, Ana Bocanegra, Miren Zuazo, Luisa Chocarro, Hugo Arasanz, Gonzalo Fernandez-Hinojal, Joaquin Fernandez-Irigoyen, Cristian Smerdou, Maider Garnica, Miriam Echaide, Leticia Fernandez, Pilar Morente, Pablo Ramos-Castellanos, Diana Llopiz, Enrique Santamaria, Martin R. Larsen, David Escors, Grazyna Kochan
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Journal of Personalized Medicine
Subjects:
Online Access:https://www.mdpi.com/2075-4426/11/6/542
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language English
format Article
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author Ester Blanco
Maria Ibañez-Vea
Carlos Hernandez
Lylia Drici
Xabier Martínez de Morentin
Maria Gato
Karina Ausin
Ana Bocanegra
Miren Zuazo
Luisa Chocarro
Hugo Arasanz
Gonzalo Fernandez-Hinojal
Joaquin Fernandez-Irigoyen
Cristian Smerdou
Maider Garnica
Miriam Echaide
Leticia Fernandez
Pilar Morente
Pablo Ramos-Castellanos
Diana Llopiz
Enrique Santamaria
Martin R. Larsen
David Escors
Grazyna Kochan
spellingShingle Ester Blanco
Maria Ibañez-Vea
Carlos Hernandez
Lylia Drici
Xabier Martínez de Morentin
Maria Gato
Karina Ausin
Ana Bocanegra
Miren Zuazo
Luisa Chocarro
Hugo Arasanz
Gonzalo Fernandez-Hinojal
Joaquin Fernandez-Irigoyen
Cristian Smerdou
Maider Garnica
Miriam Echaide
Leticia Fernandez
Pilar Morente
Pablo Ramos-Castellanos
Diana Llopiz
Enrique Santamaria
Martin R. Larsen
David Escors
Grazyna Kochan
A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating Subsets
Journal of Personalized Medicine
myeloid-derived suppressor cells
cancer
tumor-infiltrating macrophages
author_facet Ester Blanco
Maria Ibañez-Vea
Carlos Hernandez
Lylia Drici
Xabier Martínez de Morentin
Maria Gato
Karina Ausin
Ana Bocanegra
Miren Zuazo
Luisa Chocarro
Hugo Arasanz
Gonzalo Fernandez-Hinojal
Joaquin Fernandez-Irigoyen
Cristian Smerdou
Maider Garnica
Miriam Echaide
Leticia Fernandez
Pilar Morente
Pablo Ramos-Castellanos
Diana Llopiz
Enrique Santamaria
Martin R. Larsen
David Escors
Grazyna Kochan
author_sort Ester Blanco
title A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating Subsets
title_short A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating Subsets
title_full A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating Subsets
title_fullStr A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating Subsets
title_full_unstemmed A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating Subsets
title_sort proteomic atlas of lineage and cancer-polarized expression modules in myeloid cells modeling immunosuppressive tumor-infiltrating subsets
publisher MDPI AG
series Journal of Personalized Medicine
issn 2075-4426
publishDate 2021-06-01
description Monocytic and granulocytic myeloid-derived suppressor cells together with tumor-infiltrating macrophages constitute the main tumor-infiltrating immunosuppressive myeloid populations. Due to the phenotypic resemblance to conventional myeloid cells, their identification and purification from within the tumors is technically difficult and makes their study a challenge. We differentiated myeloid cells modeling the three main tumor-infiltrating types together with uncommitted macrophages, using ex vivo differentiation methods resembling the tumor microenvironment. The phenotype and proteome of these cells was compared to identify linage-dependent relationships and cancer-specific interactome expression modules. The relationships between monocytic MDSCs and TAMs, monocytic MDSCs and granulocytic MDSCs, and hierarchical relationships of expression networks and transcription factors due to lineage and cancer polarization were mapped. Highly purified immunosuppressive myeloid cell populations that model tumor-infiltrating counterparts were systematically analyzed by quantitative proteomics. Full functional interactome maps have been generated to characterize at high resolution the relationships between the three main myeloid tumor-infiltrating cell types. Our data highlights the biological processes related to each cell type, and uncover novel shared and differential molecular targets. Moreover, the high numbers and fidelity of ex vivo-generated subsets to their natural tumor-shaped counterparts enable their use for validation of new treatments in high-throughput experiments.
topic myeloid-derived suppressor cells
cancer
tumor-infiltrating macrophages
url https://www.mdpi.com/2075-4426/11/6/542
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spelling doaj-fb6b5e5b7e8a4077abb5519c8fe052372021-06-30T23:55:23ZengMDPI AGJournal of Personalized Medicine2075-44262021-06-011154254210.3390/jpm11060542A Proteomic Atlas of Lineage and Cancer-Polarized Expression Modules in Myeloid Cells Modeling Immunosuppressive Tumor-Infiltrating SubsetsEster Blanco0Maria Ibañez-Vea1Carlos Hernandez2Lylia Drici3Xabier Martínez de Morentin4Maria Gato5Karina Ausin6Ana Bocanegra7Miren Zuazo8Luisa Chocarro9Hugo Arasanz10Gonzalo Fernandez-Hinojal11Joaquin Fernandez-Irigoyen12Cristian Smerdou13Maider Garnica14Miriam Echaide15Leticia Fernandez16Pilar Morente17Pablo Ramos-Castellanos18Diana Llopiz19Enrique Santamaria20Martin R. Larsen21David Escors22Grazyna Kochan23Oncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainThe Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, DenmarkBioinformatics Group, Navarrabiomed Biomedical Research Center, Institute of Health Carlos III (ISCIII), Navarra Institute for Health Research (IdiSNA), Irunlarrea 3, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainProteored-ISCIII, Proteomics Platform, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdISNA, Irunlarrea 3, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainProteored-ISCIII, Proteomics Platform, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdISNA, Irunlarrea 3, 31008 Pamplona, SpainDivision of Gene Therapy and Regulation of Gene Expression, Cima Universidad de Navarra and Instituto de Investigación Sanitaria de Navarra (IdISNA), 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainCentro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, SpainProteored-ISCIII, Proteomics Platform, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdISNA, Irunlarrea 3, 31008 Pamplona, SpainDepartment of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej 55, 5230 Odense M, DenmarkOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainOncoimmunology Group, Navarrabiomed, Fundación Miguel Servet-Complejo Hospitalario de Navarra UPNA-IdISNA, 31008 Pamplona, SpainMonocytic and granulocytic myeloid-derived suppressor cells together with tumor-infiltrating macrophages constitute the main tumor-infiltrating immunosuppressive myeloid populations. Due to the phenotypic resemblance to conventional myeloid cells, their identification and purification from within the tumors is technically difficult and makes their study a challenge. We differentiated myeloid cells modeling the three main tumor-infiltrating types together with uncommitted macrophages, using ex vivo differentiation methods resembling the tumor microenvironment. The phenotype and proteome of these cells was compared to identify linage-dependent relationships and cancer-specific interactome expression modules. The relationships between monocytic MDSCs and TAMs, monocytic MDSCs and granulocytic MDSCs, and hierarchical relationships of expression networks and transcription factors due to lineage and cancer polarization were mapped. Highly purified immunosuppressive myeloid cell populations that model tumor-infiltrating counterparts were systematically analyzed by quantitative proteomics. Full functional interactome maps have been generated to characterize at high resolution the relationships between the three main myeloid tumor-infiltrating cell types. Our data highlights the biological processes related to each cell type, and uncover novel shared and differential molecular targets. Moreover, the high numbers and fidelity of ex vivo-generated subsets to their natural tumor-shaped counterparts enable their use for validation of new treatments in high-throughput experiments.https://www.mdpi.com/2075-4426/11/6/542myeloid-derived suppressor cellscancertumor-infiltrating macrophages