Stimulation strategy matters: A B-cell focused single-cell transcriptomic study on in vitro stimulated immune cells
Distinct in vitro B-cell stimulation strategies, defined by stimulation condition and incubation duration, have been described in diverse studies. Often, these approaches are considered interchangeable due to comparable flow-cytometric outputs concerning fluorescence intensities and B-cell subset distributions. However, whether these phenotypic similarities also reflect comparable underlying transcriptional states have not been systematically evaluated yet. In this study, we provide an unbiased comparison of B-cell activation strategies on healthy individuals, resulting in a single-cell transcriptomic atlas (4 donors; ~2,029 cells per sample; 81,160 cells in total with 56.3% annotated as B cells). Two T-cell independent stimulators targeting toll-like receptors (ODN2006 and IFN-γ/R-848), were assessed next to two T-cell dependent stimulators (anti-CD40 and anti-CD3/CD28 antibodies), all incubated for eight and 30 hours. Observed overlap for differential abundance, differential gene expression and cell-cell interactions could directly be linked to T-cell (in)dependent working mechanism. Strategy-specific results uncovered time-point specific transcriptional changes, revealed the largest set of differentially expressed genes for IFN-γ/R-848 and ODN2006, and showed that IFN-γ/R-848 and anti-CD3/CD28 induced the majority of the cell-cell interactions. Ultimately, our reference atlas emphasizes the importance and facilitates the rational selection of optimal B-cell stimulation strategies, particularly for studies aiming to interrogate B-cell dysregulation in immune-mediated diseases.
Authors
- Filomeen Haerynck (ORCID: https://orcid.org/0000-0001-9161-7361)
- Carolien Bonroy (ORCID: https://orcid.org/0000-0002-9170-4200)
- Celine Everaert (ORCID: https://orcid.org/0000-0001-7772-4259)
- Mattias Hofmans (ORCID: https://orcid.org/0000-0003-2061-7617)
- Tessa C. C. Kerre (ORCID: https://orcid.org/0000-0003-2114-2844)
- Jana Neirinck (ORCID: https://orcid.org/0000-0002-0084-9245)
- Malicorne Buysse (ORCID: https://orcid.org/0009-0003-0662-2943)
- Ciel De Vriendt (ORCID: https://orcid.org/0000-0002-5213-5391)
- Tine D'hamers (ORCID: https://orcid.org/0000-0003-2405-4807)
Institutions
- Ghent University Hospital (BE)
- Ghent University (BE)
Publication Details
- Journal
- bioRxiv (Cold Spring Harbor Laboratory)
- Published
- 2026-10-27
- DOI
- https://doi.org/10.64898/2026.10.22.760934
- Primary Topic
- T-cell and B-cell Immunology
- Type
- preprint
Funders
- Vlaams Supercomputer Centrum
- Fonds Wetenschappelijk Onderzoek
- Universitair Ziekenhuis Gent
- Universiteit Gent
- Vlaamse regering
- Bijzonder Onderzoeksfonds UGent