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High-Resolution Single-Cell Atlas Reveals Diversity and Plasticity of Tissue-Resident Neutrophils in Non-Small Cell Lung Cancer

72 Pages Posted: 18 May 2022 Publication Status: Published

See all articles by Stefan Salcher

Stefan Salcher

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Gregor Sturm

Medical University of Innsbruck - Biocenter

Lena Horwath

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Gerold Untergasser

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Georgios Fotakis

Medical University of Innsbruck - Biocenter

Elisa Panizzolo

Medical University of Innsbruck - Biocenter

Agnieszka Martowicz

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Georg Pall

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Gabriele Gamerith

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Martina Sykora

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Florian Augustin

Medical University of Innsbruck - Department of Visceral, Transplant and Thoracic Surgery

Katja Schmitz

INNPATH GmbH

Francesca Finotello

Medical University of Innsbruck - Biocenter

Dietmar Rieder

Medical University of Innsbruck - Biocenter

Sieghart Sopper

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Dominik Wolf

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Andreas Pircher

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology)

Zlatko Trajanoski

Medical University of Innsbruck - Biocenter

More...

Abstract

Non-small cell lung cancer (NSCLC) is characterized by molecular heterogeneity with diverse immune cell infiltration patterns, which has been linked to both, therapy sensitivity and resistance. However, full understanding of how immune cell phenotypes vary across different patient and tumor subgroups is lacking. Here, we dissect the NSCLC tumor microenvironment at high resolution by integrating 1,212,463 single-cells from 538 samples and 309 patients across 29 datasets, including our own dataset capturing cells with low mRNA content. Based on the cellular composition we stratified patients into immune deserted, B cell, T cell, and myeloid cell subtypes. Using bulk samples with genomic and clinical information, we identified specific cellular components associated with tumor histology and genotypes. Analysis of cells with low mRNA content uncovered distinct subpopulations of tissue-resident neutrophils (TRNs) that acquire new functional properties in the tissue microenvironment, providing evidence for the plasticity of TRNs. TRN-derived gene signature was associated with anti-PD-L1 treatment failure in a large NSCLC cohort.

Keywords: Single-cell sequencing, cell-cell communication, patient stratification, therapy response, tissue-resident neutrophils

Suggested Citation

Salcher, Stefan and Sturm, Gregor and Horwath, Lena and Untergasser, Gerold and Fotakis, Georgios and Panizzolo, Elisa and Martowicz, Agnieszka and Pall, Georg and Gamerith, Gabriele and Sykora, Martina and Augustin, Florian and Schmitz, Katja and Finotello, Francesca and Rieder, Dietmar and Sopper, Sieghart and Wolf, Dominik and Pircher, Andreas and Trajanoski, Zlatko, High-Resolution Single-Cell Atlas Reveals Diversity and Plasticity of Tissue-Resident Neutrophils in Non-Small Cell Lung Cancer. Available at SSRN: https://ssrn.com/abstract=4113512 or http://dx.doi.org/10.2139/ssrn.4113512
This version of the paper has not been formally peer reviewed.

Stefan Salcher

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Austria

Gregor Sturm

Medical University of Innsbruck - Biocenter ( email )

Austria

Lena Horwath

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Gerold Untergasser

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Georgios Fotakis

Medical University of Innsbruck - Biocenter ( email )

Elisa Panizzolo

Medical University of Innsbruck - Biocenter ( email )

Agnieszka Martowicz

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Georg Pall

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Gabriele Gamerith

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Martina Sykora

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Florian Augustin

Medical University of Innsbruck - Department of Visceral, Transplant and Thoracic Surgery ( email )

Austria

Katja Schmitz

INNPATH GmbH ( email )

Austria

Francesca Finotello

Medical University of Innsbruck - Biocenter ( email )

Dietmar Rieder

Medical University of Innsbruck - Biocenter ( email )

Sieghart Sopper

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Dominik Wolf

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Andreas Pircher

Medical University of Innsbruck - Department of Internal Medicine V (Haematology & Oncology) ( email )

Zlatko Trajanoski (Contact Author)

Medical University of Innsbruck - Biocenter ( email )

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