journal article·2025-11-18Open access

Toward a ToxAtlas of Carbon-Based Nanomaterials: Single-Cell RNA Sequencing Reveals Initiating Cell Circuits in Pulmonary Inflammation

Carola Voss, Lianyong Han, Meshal Ansari, Maximilian Strunz, Verena Haefner, Ilias Angelidis, Christoph H. Mayr, Trine Berthing, Qiaoxia Zhou, Eva M. Guenther, Osama Huzain, Otmar Schmid, Ulla Vogel, Janine Gote-Schniering, Svenja Gaedcke, Fabian J. Theis, Herbert B. Schiller, Tobias Stoeger

ACS Nano· Volume 19· Issue 45

Abstract

High Resolution Image Download MS PowerPoint Slide Understanding how nanomaterial properties drive acute lung inflammation is critical for the development of safer materials, but for low solubility carbon-based nanomaterials (CBNs) the initiation of the inflammatory response is still poorly understood. Leveraging single-cell RNA sequencing of mouse lungs, 12 h after intratracheally instillation with different CBN spherical carbon nanoparticles (CNP), tangled double-walled (DWCNT), and rigid multiwalled carbon nanotubes (MWCNT) and lipopolysaccharide (LPS) as positive control, we identified 41 cell states and delineated material-specific molecular initiation events at single-cell resolution. CBN doses were chosen to cause equal levels of moderate inflammation, assessed by airspace neutrophilia, and exposure-triggered cellular activation was tested for in vitro reproducibility. To advance future development of cell-based assays, we developed a webtool, ToxAtlas, mapping CBN-specific gene responses of interest. Despite chemical similarity, CBN elicited distinct inflammatory cytokine and cell responses via different modes of action. CNP triggered neutrophilia through alveolar epithelial activation and Cxcl1 and Csf2 expression but without apparent cell damage or macrophage activation. In contrast, CNT induced epithelial and macrophage damage, with alarmin release (IL-1α, IL-33) dominating the MWCNT response. DWCNT caused alveolar epithelial injury, and pro-inflammatory macrophage and fibroblast-derived monocyte attractant ( Ccl2, Ccl7 ) activation. Our initiating cell circuits identify epithelial as well as early fibroblast activation, especially from alveolar type 2 cell-adjacent lipofibroblasts, as central to orchestrating the initiation of CBN-induced inflammation. These findings support the role of mesenchymal cells in early pulmonary defense, eventually priming chronic inflammation, a known cause of MWCNT exposure.
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Research context

OpenAlex topics: Neutrophil, Myeloperoxidase and Oxidative Mechanisms · Nanoparticles: synthesis and applications · Immune cells in cancer

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Institute of Lung Health and Immunity (LHI), Comprehensive Pneumology Center (CPC)

Helmholtz Center Munich

German Center for Lung Research (DZL)

Hannover Medical School, Clinic for Cardiac, Thoracic, Transplantation and Vascular Surgery

Leibniz Research Laboratories for Biotechnology and Artificial Organs (LEBAO)

Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH)

Department of Computational Health, Institute of Computational Biology

Research Unit for Precision Regenerative Medicine

Comprehensive Pneumology Center Munich (CPC)

National Research Centre for the Working Environment

Department of Rheumatology and Immunology, Department of Pulmonary Medicine, Allergology and Clinical Immunology, Inselspital, Bern University Hospital

University of Bern

Lung Precision Medicine, Department for BioMedical Research

Department of Respiratory Medicine and Infectious Diseases

Hannover Medical School

School of Life Sciences Weihenstephan

Technical University of Munich

School of Computing, Information and Technology

Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, U.K.

Institute of Experimental Pneumology, LMU University Hospital

Ludwig-Maximilians University

Funding

European Commission · Deutsche Forschungsgemeinschaft · Horizon 2020 Framework Programme · China Scholarship Council · Helmholtz Association · Deutsches Zentrum f?r Lungenforschung

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