Evidence map›Paper›PMID 41574276›Full record

ReviewOxford open immunology2026

Capturing the full spectrum of T cell responses with spectral flow cytometry.

Anna Olofsson, Annika C Karlsson

Abstract readReview
In one paragraph

Review in Oxford open immunology, 2026. 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. Special Issue "Flow Cytometry: Applications and Challenges".International journal of molecular sciences · 2026
    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

2 authors.

Anna OlofssonDivision of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, 171 77, Sweden.ORCID https://orcid.org/0000-0002-7479-315X
Annika C KarlssonDivision of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, 171 77, Sweden.ORCID https://orcid.org/0000-0002-2028-8393

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Over a decade has passed since the first commercial spectral flow cytometry (SFC) instrument was introduced. Unlike conventional flow cytometers, SFC utilizes an array of detectors to capture the full emission spectrum of fluorochromes, from which composite signatures are deconvoluted using an unmixing algorithm. This allows fluorochromes with overlapping peaks to be used within the same panel, enabling panels with up to 50 parameters. As its availability increases, more immunologists are looking to incorporate SFC into their experiments. One area of research benefiting from the larger SFC panels is the characterization of rare cells, including antigen-specific T cells identified directly ex vivo using either antigen stimulation or major histocompatibility complex-peptide multimers. In this brief review, we outline some practical considerations when combining ex-vivo T cell stimulation with SFC, drawing on our transition from conventional to SFC. Key aspects include designing the experiment and panel for stimulated cells, acquiring high-quality reference controls, strategies to manage autofluorescence and an overview of the data analysis, including both manual and computational approaches.

Indexed as

flow data analysismemory T cellsoptimizationspectral flow cytometrystandardization

Identifiers

PMID41574276
PMCPMC12823006

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.