Pub Date : 2025-12-01Epub Date: 2025-12-27DOI: 10.1002/cytoa.70004
Friedrich Neubauer, Andreas Spittler, Angelika Berger, Lukas Wisgrill
Spectral flow cytometry and high-parameter panels provide a powerful tool to meet the growing demands for deep immunophenotyping. This study aimed to adapt a published 40-color spectral flow cytometry panel for whole blood analysis, evaluate the impact of cryopreservation, and explore the potential benefits of overnight staining on data quality and cost-effectiveness. The optimization process revealed several artifacts, including loss of IgG signal and spectral profile changes in PerCP-eFluor710, which were addressed through protocol and reagent modifications. Cryopreservation resulted in significant alterations to granulocyte morphology and viability, limiting direct comparisons with fresh blood samples. Preservation also led to altered distributions in 30% of gated populations, particularly affecting T cell, dendritic cell, and monocyte subsets. Overnight staining with reduced antibody concentrations enhanced resolution for key markers while allowing for 5- to 20-fold reductions in antibody usage, substantially lowering panel costs. Contrary, extended incubation times also decreased the detection of markers critical for identification of NKT-like and regulatory T cell subsets, including CD2 and CD39. This underscores the importance of fluorochrome interference, preservation effects, and extended incubation times when optimizing high-dimensional panels, suggesting opportunities to improve staining protocols in clinical and epidemiological research, particularly where resolution or cost-effectiveness are primary concerns.
{"title":"Optimization of a 40-Color Spectral Flow Cytometry Panel for Human Blood Immunophenotyping: Impact of Blood Volume, Sample Preservation, and Overnight Staining.","authors":"Friedrich Neubauer, Andreas Spittler, Angelika Berger, Lukas Wisgrill","doi":"10.1002/cytoa.70004","DOIUrl":"10.1002/cytoa.70004","url":null,"abstract":"<p><p>Spectral flow cytometry and high-parameter panels provide a powerful tool to meet the growing demands for deep immunophenotyping. This study aimed to adapt a published 40-color spectral flow cytometry panel for whole blood analysis, evaluate the impact of cryopreservation, and explore the potential benefits of overnight staining on data quality and cost-effectiveness. The optimization process revealed several artifacts, including loss of IgG signal and spectral profile changes in PerCP-eFluor710, which were addressed through protocol and reagent modifications. Cryopreservation resulted in significant alterations to granulocyte morphology and viability, limiting direct comparisons with fresh blood samples. Preservation also led to altered distributions in 30% of gated populations, particularly affecting T cell, dendritic cell, and monocyte subsets. Overnight staining with reduced antibody concentrations enhanced resolution for key markers while allowing for 5- to 20-fold reductions in antibody usage, substantially lowering panel costs. Contrary, extended incubation times also decreased the detection of markers critical for identification of NKT-like and regulatory T cell subsets, including CD2 and CD39. This underscores the importance of fluorochrome interference, preservation effects, and extended incubation times when optimizing high-dimensional panels, suggesting opportunities to improve staining protocols in clinical and epidemiological research, particularly where resolution or cost-effectiveness are primary concerns.</p>","PeriodicalId":11068,"journal":{"name":"Cytometry Part A","volume":" ","pages":"837-853"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145843529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Volume 107A, Number 11, November 2025 Cover Image","authors":"","doi":"10.1002/cyto.a.24877","DOIUrl":"https://doi.org/10.1002/cyto.a.24877","url":null,"abstract":"","PeriodicalId":11068,"journal":{"name":"Cytometry Part A","volume":"107 11","pages":""},"PeriodicalIF":2.1,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cyto.a.24877","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145619252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Over the past 6 decades, cytometry has evolved from a niche experimental method into a cornerstone of modern biomedical research. The development of the first cell sorter by Mack Fulwyler laid the groundwork for technologies that now define single-cell analysis. From the early challenges of instrument operation and laser alignment to today's era of automated, high-parameter systems, the field has undergone continual transformation. We now enter what may be termed the “diamond age” of cytometry, an era of exceptional sensitivity, resolution, and analytical depth, driven by innovations such as spectral flow cytometry. Here, we reflect on the historical milestones that shaped the discipline, the cultural and educational shifts within the community, and the future challenges of standardization and quantitative rigor.
{"title":"The Diamond Age of Cytometry: From Fulwyler to Spectral Multiplexing","authors":"J. Paul Robinson","doi":"10.1002/cyto.a.24970","DOIUrl":"10.1002/cyto.a.24970","url":null,"abstract":"<p>Over the past 6 decades, cytometry has evolved from a niche experimental method into a cornerstone of modern biomedical research. The development of the first cell sorter by Mack Fulwyler laid the groundwork for technologies that now define single-cell analysis. From the early challenges of instrument operation and laser alignment to today's era of automated, high-parameter systems, the field has undergone continual transformation. We now enter what may be termed the “diamond age” of cytometry, an era of exceptional sensitivity, resolution, and analytical depth, driven by innovations such as spectral flow cytometry. Here, we reflect on the historical milestones that shaped the discipline, the cultural and educational shifts within the community, and the future challenges of standardization and quantitative rigor.</p>","PeriodicalId":11068,"journal":{"name":"Cytometry Part A","volume":"107 11","pages":"713-715"},"PeriodicalIF":2.1,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cyto.a.24970","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145458156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}