Differential Survival and Therapy Benefit of Patients with Breast Cancer Are Characterized by Distinct Epithelial and Immune Cell Microenvironments.


Journal

Clinical cancer research : an official journal of the American Association for Cancer Research
ISSN: 1557-3265
Titre abrégé: Clin Cancer Res
Pays: United States
ID NLM: 9502500

Informations de publication

Date de publication:
01 Mar 2022
Historique:
received: 19 04 2021
revised: 30 09 2021
accepted: 16 12 2021
pubmed: 31 12 2021
medline: 16 4 2022
entrez: 30 12 2021
Statut: ppublish

Résumé

Extensive work in preclinical models has shown that microenvironmental cells influence many aspects of cancer cell behavior, including metastatic potential and their sensitivity to therapeutics. In the human setting, this behavior is mainly correlated with the presence of immune cells. Here, in addition to T cells, B cells, macrophages, and mast cells, we identified the relevance of nonimmune cell types for breast cancer survival and therapy benefit, including fibroblasts, myoepithelial cells, muscle cells, endothelial cells, and seven distinct epithelial cell types. Using single-cell sequencing data, we generated reference profiles for all these cell types. We used these reference profiles in deconvolution algorithms to optimally detangle the cellular composition of more than 3,500 primary breast tumors of patients that were enrolled in the SCAN-B and MATADOR clinical trials, and for which bulk mRNA sequencing data were available. This large data set enables us to identify and subsequently validate the cellular composition of microenvironments that distinguish differential survival and treatment benefit for different treatment regimens in patients with primary breast cancer. In addition to immune cells, we have identified that survival and therapy benefit are characterized by various contributions of distinct epithelial cell types. From our study, we conclude that differential survival and therapy benefit of patients with breast cancer are characterized by distinct microenvironments that include specific populations of immune and epithelial cells.

Identifiants

pubmed: 34965952
pii: 1078-0432.CCR-21-1442
doi: 10.1158/1078-0432.CCR-21-1442
pmc: PMC9377758
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

960-971

Subventions

Organisme : Dutch Cancer Society
ID : CKTO 2004-04
Organisme : Human Frontiers in Science Program
ID : LT000082/2018-L3

Informations de copyright

©2021 The Authors; Published by the American Association for Cancer Research.

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Auteurs

Lennart Kester (L)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Oncode Institute-Hubrecht Institute- KNAW & University Medical Centre Utrecht, Utrecht, the Netherlands.

Danielle Seinstra (D)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Annelot G J van Rossum (AGJ)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Claire Vennin (C)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Marlous Hoogstraat (M)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Daphne van der Velden (D)

Division of Molecular Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Mark Opdam (M)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Erik van Werkhoven (E)

Department of Biometrics, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Kerstin Hahn (K)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Iris Nederlof (I)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Ester H Lips (EH)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Ingrid A M Mandjes (IAM)

Data Center, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

A Elise van Leeuwen-Stok (AE)

Dutch Breast Cancer Research Group, BOOG Study Center, Amsterdam, the Netherlands.

Sander Canisius (S)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Division of Molecular Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Harm van Tinteren (H)

Department of Biometrics, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Alex L T Imholz (ALT)

Department of Medical Oncology, Deventer Ziekenhuis, Deventer, the Netherlands.

Johanneke E A Portielje (JEA)

Department of Medical Oncology, HagaZiekenhuis, The Hague, the Netherlands.
Department of Medical Oncology, Leiden University Medical Center, Leiden, the Netherlands.

Monique E M M Bos (MEMM)

Department of Internal Oncology, Reinier de Graaf Gasthuis, Delft, the Netherlands.

Sandra D Bakker (SD)

Department of Medical Oncology, Zaans Medisch Centrum, Zaandam, the Netherlands.

Emiel J Rutgers (EJ)

Department of Surgical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Hugo M Horlings (HM)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Division of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Jelle Wesseling (J)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Division of Diagnostic Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Emile E Voest (EE)

Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Division of Molecular Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Lodewyk F A Wessels (LFA)

Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Division of Molecular Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Marleen Kok (M)

Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Division of Tumor Biology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.

Hendrika M Oosterkamp (HM)

Department of Medical Oncology, Haaglanden Medisch Centrum, Den Haag, the Netherlands.

Alexander van Oudenaarden (A)

Oncode Institute-Hubrecht Institute- KNAW & University Medical Centre Utrecht, Utrecht, the Netherlands.

Sabine C Linn (SC)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Department of Pathology, University Medical Center, Utrecht, the Netherlands.

Jacco van Rheenen (J)

Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Oncode Institute-The Netherlands Cancer Institute, Amsterdam, the Netherlands.
Molecular Cancer Research, Center Molecular Medicine, University Medical Center Utrecht, Utrecht, the Netherlands.

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