Preserving neutrophils in single cell sequencing — our experience with a multi-center cohort 2309567
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)
Article Details
Journal Info
The Journal of Immunology
American Association of Immunologists
Authors (13)
Melinda Barkhuizen
Evotec International GmbH
Kay Schreiter
Evotec International GmbH
Ariane Walsh
Evotec International GmbH
Hanna Schebet
Evotec International GmbH
Ramon Oliveira Vidal
Evotec SE, Hamburg, Germany
Menglin Zheng
Evotec SE, Hamburg, Germany
Ilya Komarov
Evotec International GmbH
Varsha Poondi Krishnan
Evotec International GmbH
Björn Tampe
Department of Nephrology and Rheumatology, University Medical Center Göttingen
Adrian Schreiber
Torsten Witte
Philipp Skroblin
Evotec International GmbH
Uwe Andag
Evotec SE, Hamburg, Germany