Evidence map›Paper›PMID 42457840›Full record

ArticleScientific reports2026

Single-sequence based gFET-aptasensors for the discrimination of apo- and holo-RBP4 in human serum.

Hu Xing, Runliu Li, Yiting Zhang, Soumya Rajpal, Grigory Bolotnikov, Daniel Gruber, Hans-Maximilian Ruzicka, Jakob Andersson, Anil Bozdogan, Anna Nele Herdina and 7 more

Abstract read
In one paragraph

Article in Scientific reports, 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. 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

17 authors.

Hu Xing *Institute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Runliu Li *Institute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Yiting ZhangInstitute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Soumya RajpalInstitute of Analytical and Bioanalytical Chemistry (IABC), Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Grigory BolotnikovInstitute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Daniel GruberInstitute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Hans-Maximilian RuzickaInstitute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Jakob AnderssonAIT Austrian Institute of Technology GmbH, Giefinggasse 4, 1210, Vienna, Austria.
Anil BozdoganDivision of Clinical Virology, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria.
Anna Nele HerdinaDivision of Clinical Virology, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria.
Robert StrasslDivision of Clinical Virology, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria.
Roger HaslerFaculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500, Krems an Der Donau, Austria.
Christoph KleberFaculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500, Krems an Der Donau, Austria.
Wolfgang KnollFaculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500, Krems an Der Donau, Austria.
Boris MizaikoffInstitute of Analytical and Bioanalytical Chemistry (IABC), Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
Ann-Kathrin KissmannInstitute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany. ann-kathrin.kissmann@uni-ulm.de.
Frank RosenauInstitute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany. frank.rosenau@uni-ulm.de.ORCID 0000-0002-9297-6419

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Retinol-binding protein 4 (RBP4) is a key transporter of all-trans-retinol (vitamin A), circulating in blood as either holo-RBP4 (retinol-bound) or apo-RBP4 (retinol-free). Dysregulated RBP4 levels, particularly an imbalance between apo- and holo-RBP4, have been implicated in a range of metabolic and cardiovascular diseases. Current detection methods such as ELISA and Western blot lack the specificity to distinguish these two forms. Here, we present an aptamer-based biosensing strategy that overcomes this limitation by using selected single aptamer sequences for the precise and selective quantification of apo- and holo-RBP4 on graphene field-effect transistor (gFET) sensors. The specific contribution to this study is the identification of individual apo- and holo-RBP4-binding aptamers from previously enriched polyclonal libraries, their computational evaluation by molecular docking and molecular dynamics simulations, as well as their implementation as isoform-selective recognition elements on gFET sensors. The polyclonal aptamer libraries previously were generated using FluMag-SELEX (FluMag- Systematic Evolution of Ligands by Exponential Enrichment) that are specific to each RBP4 conformer. Next-generation sequencing and bioinformatic enrichment analyses identified two highly specific and high-affinity aptamers, which were further characterized via computational modelling, including molecular docking and molecular dynamics simulations. This structural approach elucidated the conformer-specific binding mechanisms, demonstrating aptamers' capacity to differentiate subtle protein conformational changes. The selected aptamers were immobilized on gFET devices, enabling label-free, real-time detection with picomolar sensitivity-a 100-fold improvement over the original libraries. Increased aptamer density on the sensor surface further enhanced signal sensitivity by an order of magnitude. These findings validate the use of aptamers as high-performance biorecognition elements in biosensors, offering a path toward precise RBP4 isoform monitoring.

Indexed as

Aptamers, NucleotideBiosensing TechniquesGraphiteRetinol-Binding Proteins, PlasmaHumansMolecular Docking SimulationMolecular Dynamics SimulationAptamers, NucleotideGraphiteRBP4 protein, humanRetinol-Binding Proteins, PlasmaAptasensorgFETMolecular dockingMolecular dynamicsRBP4

Identifiers

PMID42457840
PMCPMC13373237

What Socratic 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 Socratic graph.