Evidence map›Paper›PMID 34361020›Full record

ArticleInternational journal of molecular sciences2021

Sources of Variability in the Response of Labeled Microspheres and B Cells during the Analysis by a Flow Cytometer.

Adolfas K Gaigalas, Yu-Zhong Zhang, Linhua Tian, Lili Wang

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2021. 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

4 authors.

Adolfas K GaigalasFluorescence Consultant, Riviera Beach, FL 33404, USA.
Yu-Zhong ZhangThermo Fisher Scientific, Eugene, OR 97402, USA.
Linhua TianBiosystems and Biomaterials Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.
Lili WangBiosystems and Biomaterials Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.ORCID 0000-0003-2456-898X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A stochastic model of the flow cytometer measurement process was developed to assess the nature of the observed coefficient of variation (CV%) of the mean fluorescence intensity (MFI) from a population of labeled microspheres (beads). Several sources of variability were considered: the total number of labels on a bead, the path through the laser beam, the optical absorption cross-section, the quantum yield, the numerical aperture of the collection optics, and the photoelectron conversion efficiency of the photomultiplier (PMT) cathode. The variation in the number of labels on a bead had the largest effect on the CV% of the MFI of the bead population. The variation in the path of the bead through the laser beam was minimized using flat-top lasers. The variability in the average optical properties of the labels was of minor importance for beads with sufficiently large number of labels. The application of the bead results to the measured CV% of labeled B cells indicated that the measured CV% was a reliable measure of the variability of antibodies bound per cell. With some modifications, the model can be extended to multicolor flow cytometers and to the study of CV% from cells with low fluorescence signal.

Indexed as

MicrospheresAnalysis of VarianceB-LymphocytesFlow CytometryHumansReproducibility of ResultsStochastic Processesantibodies bound per cellcoefficient of variationflow cytometerstochastic model

Identifiers

PMID34361020
PMCPMC8348946

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Registered trials

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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.