Preserving neutrophils in single cell sequencing — our experience with a multi-center cohort 2309567

Abstract Introduction Neutrophils are the most abundant innate immune cells, yet they remain underrepresented in single-cell studies because they are not captured in PBMC preparations and rapidly deteriorate in whole blood. To address this gap, we generated a high-quality single-cell neutrophil atlas from patients with ANCA-associated vasculitis and related rheumatic diseases. Methods Fresh whole blood was collected from participants enrolled in three ethics-approved observational studies at collaborating university hospitals. Single-cell profiling was performed using the standard 10x Genomics workflow optimized for unfixed material. To define quality control parameters, we conducted a time-series analysis of neutrophil retention (2—28 hours post-collection) and compared fresh versus frozen aliquots from matched samples. Results Frozen samples showed marked neutrophil loss. Beyond 6 hours post-collection, cells exhibited reduced viability, increased autoreactivity, and transcriptional alterations, including ICAM-1 upregulation indicative of artifactual activation. After optimizing processing parameters, we generated a robust neutrophil atlas comprising 168 samples and 1.2 million cells, capturing disease-relevant states in ANCA-associated vasculitides. We here provide first evidence for early developmental stages (promyelocytes: DEFA3, MPO; myelocytes: RTN, LCN2, CYBB), immature neutrophils (MME), activated subsets (S100A8, S100A9, MMP9), interferon-responsive populations, and exhausted phenotypes related to disease phenotype and severity of ANCA-associated vasculitides. Conclusion Immature neutrophil substates, which are largely absent in healthy donors, are essential for understanding autoimmune pathology. Processing fresh whole blood within 6 hours is critical to preserve native transcriptomic states and prevent activation artifacts such as ICAM-1 induction, underscoring processing time as a key variable in neutrophil single-cell studies. Funding Source I’m employee of Evotec International GmbH Topic Categories Technological Innovations in Immunology (TECH)

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Publication Details

Journal
The Journal of Immunology
Published
2026-07-28
DOI
https://doi.org/10.1093/jimmun/vkag141.1572
Primary Topic
Neutrophil, Myeloperoxidase and Oxidative Mechanisms
Type
article
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article

Preserving neutrophils in single cell sequencing — our experience with a multi-center cohort 2309567

Ramón Vidal, Philipp Skroblin, Melinda Barkhuizen, Kay Schreiter et al.
The Journal of Immunology
Neutrophil, Myeloperoxidase and Oxidative Mechanisms
article

Preserving neutrophils in single cell sequencing — our experience with a multi-center cohort 2309567

Ramón Vidal, Philipp Skroblin, Melinda Barkhuizen, Kay Schreiter, Björn Tampe, Uwe Andag, Adrian Schreiber, Menglin Zheng, Torsten Witte, Varsha Poondi Krishnan, Hanna Schebet, Ilya Komarov, Ariane Walsh
article en

Abstract

Abstract Introduction Neutrophils are the most abundant innate immune cells, yet they remain underrepresented in single-cell studies because they are not captured in PBMC preparations and rapidly deteriorate in whole blood. To address this gap, we generated a high-quality single-cell neutrophil atlas from patients with ANCA-associated vasculitis and related rheumatic diseases. Methods Fresh whole blood was collected from participants enrolled in three ethics-approved observational studies at collaborating university hospitals. Single-cell profiling was performed using the standard 10x Genomics workflow optimized for unfixed material. To define quality control parameters, we conducted a time-series analysis of neutrophil retention (2—28 hours post-collection) and compared fresh versus frozen aliquots from matched samples. Results Frozen samples showed marked neutrophil loss. Beyond 6 hours post-collection, cells exhibited reduced viability, increased autoreactivity, and transcriptional alterations, including ICAM-1 upregulation indicative of artifactual activation. After optimizing processing parameters, we generated a robust neutrophil atlas comprising 168 samples and 1.2 million cells, capturing disease-relevant states in ANCA-associated vasculitides. We here provide first evidence for early developmental stages (promyelocytes: DEFA3, MPO; myelocytes: RTN, LCN2, CYBB), immature neutrophils (MME), activated subsets (S100A8, S100A9, MMP9), interferon-responsive populations, and exhausted phenotypes related to disease phenotype and severity of ANCA-associated vasculitides. Conclusion Immature neutrophil substates, which are largely absent in healthy donors, are essential for understanding autoimmune pathology. Processing fresh whole blood within 6 hours is critical to preserve native transcriptomic states and prevent activation artifacts such as ICAM-1 induction, underscoring processing time as a key variable in neutrophil single-cell studies. Funding Source I’m employee of Evotec International GmbH Topic Categories Technological Innovations in Immunology (TECH)

The Journal of ImmunologyVol. 215(Supplement_1)
Medizinische Hochschule Hannover (DE), Universitätsmedizin Göttingen (DE), Charité - Universitätsmedizin Berlin (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 14%
Neutrophil, Myeloperoxidase and Oxidative Mechanisms
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