Evidence map›Paper›PMID 39837851›Full record

ArticleScientific reports2025

Quantifying glucose uptake at the single cell level with confocal microscopy reveals significant variability within and across individuals.

Joel D Paprocki, Patrick J Macdonald, Yongjin Xu, Alan Cheng, Timothy C Dunn, Sergey Y Tetin

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

6 authors.

Joel D PaprockiApplied Research and Technology, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL, 60064, USA.
Patrick J MacdonaldApplied Research and Technology, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL, 60064, USA.
Yongjin XuClinical Affairs, Abbott Diabetes Care Inc, 1420 Harbor Bay Parkway, Alameda, CA, 94502, USA.
Alan ChengClinical Affairs, Abbott Diabetes Care Inc, 1420 Harbor Bay Parkway, Alameda, CA, 94502, USA.
Timothy C DunnClinical Affairs, Abbott Diabetes Care Inc, 1420 Harbor Bay Parkway, Alameda, CA, 94502, USA. Tim.Dunn@abbott.com.
Sergey Y TetinApplied Research and Technology, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL, 60064, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Measurement of glycated hemoglobin (HbA1c) in human red blood cells plays a critical role in the diagnosis and treatment of diabetes mellitus. However, recent studies have suggested large variation in the relationship between average glucose levels and HbA1c, creating the need to understand glucose variability at the cellular level. Here, we devised a fluorescence-based method to quantitatively observe GLUT1-mediated intracellular glucose analog tracer uptake in individual RBCs utilizing microfluidics and confocal microscopy. For the first time, we demonstrate that intracellular/extracellular tracer percentages can be measured at the single cell level using the fluorescently labeled glucose analog, 2-NBDG. A small donor panel study indicates that the characteristic intracellular 2-NBDG percentages can statistically differ based on race (i.e., Caucasian/Hispanic vs Black). RBC intracellular glucose analog tracer 2-NBDG levels show significant variability both from cell-to-cell and from donor-to-donor. This specific transport mechanism will affect HbA1c formation in erythrocytes. This finding further supports a more personalized, and perhaps improved, diagnostic strategy for diabetes.

Indexed as

ErythrocytesGlucoseSingle-Cell Analysis4-Chloro-7-nitrobenzofurazanBiological TransportDeoxyglucoseGlucose Transporter Type 1Glycated HemoglobinHumansMicroscopy, Confocal2-(N-(7-nitrobenz-2-oxa-1,3-diazol-4-yl)amino)-2-deoxyglucose4-Chloro-7-nitrobenzofurazanDeoxyglucoseGlucoseGlucose Transporter Type 1Glycated Hemoglobinhemoglobin A1c protein, humanSLC2A1 protein, humanContinuous glucose monitoringDemographicDiabetesErythrocytesHbA1cIntracellular

Identifiers

PMID39837851
PMCPMC11751187

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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.