Evidence map›Paper›PMID 41774927›Full record

ArticleAnalytical chemistry2026

Measuring the Degree of Labeling of Antibody-Dye Conjugates with a Single-Molecule-Sensitive Digital Flow Cytometer.

Yuanhua Cheng, Mengxia Zhao, Sebastien Barcy, Bryant Fujimoto, Qian Zhong, Wyatt Nelson, Jing Wang, Bo Gao, Carsten Wiethe, Daniel T Chiu

Abstract read
In one paragraph

Article in Analytical chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

10 authors.

Yuanhua ChengDepartment of Chemistry, University of Washington, Seattle, Washington 98195, United States.ORCID 0000-0003-4093-5006
Mengxia ZhaoDepartment of Chemistry, University of Washington, Seattle, Washington 98195, United States.ORCID 0009-0005-1670-4023
Sebastien BarcyDepartment of Chemistry, University of Washington, Seattle, Washington 98195, United States.
Bryant FujimotoDepartment of Chemistry, University of Washington, Seattle, Washington 98195, United States.
Qian ZhongDepartment of Chemistry, University of Washington, Seattle, Washington 98195, United States.
Wyatt NelsonDepartment of Chemistry, University of Washington, Seattle, Washington 98195, United States.
Jing WangBioLegend, Inc. (a Revvity Company), San Diego, California 92104, United States.
Bo GaoBioLegend, Inc. (a Revvity Company), San Diego, California 92104, United States.
Carsten WietheBioLegend, Inc. (a Revvity Company), San Diego, California 92104, United States.
Daniel T ChiuDepartment of Chemistry, University of Washington, Seattle, Washington 98195, United States.ORCID 0000-0003-2964-9578

Funding

Predicting neonatal health outcomes from placental and fetal brain extracellular vesicles in pregnant opioid usersR01HD113032 · NICHD · UNIVERSITY OF WASHINGTON · PI Daniel T Chiu, Lucia N Vojtech · 2023 to 2026
$3.0M
Assessment of fetal brain health via circulating exRNA carriers for opioid use disorder in pregnancyR01DA057748 · NIDA · UNIVERSITY OF WASHINGTON · PI Daniel T Chiu, Lucia N Vojtech · 2023 to 2026
$2.8M
NICHD NIH HHS R01 HD113032NIDA NIH HHS R01 DA057748
6 · The paper itself

Abstract

Antibody-dye conjugates are an essential tool in biomedical research and are widely used in flow cytometry, immunofluorescence imaging, and ELISAs. The degree of labeling (DOL), often referred to as the F/P (fluorophore-to-protein) ratio, which is the number of dyes per antibody, is a fundamental characteristic of antibody-dye conjugates that impacts conjugate performance (emission intensity, affinity, solubility/aggregation) and the accuracy and reproducibility of results. Knowing the DOL of antibody-dye conjugates is essential for accurately quantifying target proteins and/or antigens in quantitative flow cytometry and quantitative immunofluorescence. In CAR-T cell therapy, the expression level of the chimeric antigen receptor (CAR) on T cells must be finely tuned to optimize treatment efficacy but cannot be calculated without the DOL of the anti-CAR antibody-dye conjugate. However, DOL cannot be easily measured (e.g., via absorption spectroscopy) for many widely used conjugates that contain protein-based or semiconducting polymer/nanoparticle dyes due to overlap in absorption cross-section between antibody and dye. Bulk analysis also cannot reveal the distribution of DOL values, which can impact conjugate performance and biomarker quantitation. Furthermore, quenching between dyes can reduce the conjugate emission. Herein, we demonstrate the use of a single-molecule-sensitive digital flow cytometer (dFC) with 100% single-fluorophore detection efficiency to measure the fluorescence emission distributions of conjugates and free dyes and perform deconvolution to obtain effective DOL values (the apparent number of dyes per conjugate based on fluorescence emission, useful for converting fluorescence intensity to antigens/cell) for antibodies conjugated with small-molecule, protein-based, and semiconducting polymer/nanoparticle dyes.

Indexed as

AntibodiesFlow CytometryFluorescent DyesImmunoconjugatesHumansStaining and LabelingAntibodiesFluorescent DyesImmunoconjugates

Identifiers

PMID41774927
PMCPMC13130885

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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.