Evidence map›Paper›PMID 40996492›Full record

ArticleCurrent protocols2025

Optimization of the Blocking and Signal Preservation Protocol in High-Parameter Flow Cytometry.

Oliver T Burton, James Dooley, Adrian Liston

Abstract read
In one paragraph

Article in Current protocols, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Oliver T BurtonDepartment of Pathology, University of Cambridge, Cambridge, United Kingdom.ORCID https://orcid.org/0000-0003-3884-7373
James DooleyDepartment of Pathology, University of Cambridge, Cambridge, United Kingdom.
Adrian ListonDepartment of Pathology, University of Cambridge, Cambridge, United Kingdom.

Funding

Wellcome Trust
6 · The paper itself

Abstract

High quality input data is the key to successful interpretation of any scientific assay. In flow cytometry, fluorescently-conjugated antibodies allow us to simultaneously measure an incredible range of protein-based targets on single cells with a high degree of specificity. Limiting the quality of data generated, however, is the non-specific interaction that can occur between antibodies and off-target binders. Judicious use of blocking reagents can improve the specificity of the staining by reducing this non-specific binding to cells, improving the sensitivity of the assay to detect the authentic signal above assay noise. Additional beneficial effects include preventing interactions between dyes and even limiting the degradation of dyes, improving data quality. In this article, we provide a workflow for minimizing these unwanted effects, increasing specificity and sensitivity in highly multiplex flow cytometry. © 2025 The Author(s). Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Surface staining Basic Protocol 2: Intracellular staining Basic Protocol 3: Intracellular cytokine staining.

Indexed as

Flow CytometryStaining and LabelingCytokinesFluorescent DyesHumansCytokinesFluorescent DyesFc receptorflow cytometryimmune phenotypingintracellular stainingspectral flow cytometry

Identifiers

PMID40996492
PMCPMC12462741

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.