Evidence map›Paper›PMID 41600537›Full record

ArticleSensors (Basel, Switzerland)2026

Optimizing Surface Functionalization for Aptameric Graphene Nanosensors in Undiluted Physiological Media.

Wenting Dai, Ziran Wang, Shifeng Yu, Kechun Wen, Yucheng Yang, Qiao Lin

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Wenting DaiDepartment of Mechanical Engineering, Columbia University, New York, NY 10027, USA.
Ziran WangDepartment of Mechanical Engineering, Columbia University, New York, NY 10027, USA.
Shifeng YuDepartment of Mechanical Engineering, Columbia University, New York, NY 10027, USA.
Kechun WenDepartment of Mechanical Engineering, Columbia University, New York, NY 10027, USA.
Yucheng YangDepartment of Mechanical Engineering, Columbia University, New York, NY 10027, USA.ORCID 0009-0004-4128-7279
Qiao LinDepartment of Mechanical Engineering, Columbia University, New York, NY 10027, USA.

Funding

Sample Engineering CoreU19AI067773 · NIAID · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI AMUNDSON, SALLY A. · 2005 to 2024
$105.4M
Continuous Therapeutic Drug Monitoring of Antibiotics in CRRTR01DK126739 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MOHAN, SUMIT · 2021 to 2024
$2.8M
Towards rapid measurement of antibiotics in critical care settingR01EB032910 · NIBIB · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CREMERS, SERGE, LIN, QIAO · 2022 to 2025
$2.7M
Analog-based Approaches to Isolation of Aptamers for Challenging TargetsR01GM138843 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI STOJANOVIC, MILAN N · 2020 to 2023
$2.3M
A Practical Approach to Tumor-Specific Aptamers for B-Cell Hematologic MalignanciesR21CA261775 · NCI · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI LIN, QIAO · 2022 to 2024
$599k
National Institute of Allergy and Infectious Diseases U19AI067773NCI NIH HHS R21 CA261775NIAID NIH HHS U19 AI067773NIBIB NIH HHS R01 EB032910NIDDK NIH HHS R01 DK126739NIGMS NIH HHS R01 GM138843NIH HHS 1R01DK126739-00NIH HHS 1R01EB032910-00NIH HHS 1R01GM138843-00NIH HHS 1R21CA261775-00
6 · The paper itself

Abstract

This paper presents the optimization of surface modification for aptameric graphene nanosensors for the measurement of biomarkers in undiluted physiological media. In these sensors, graphene transduces the binding between an aptamer and the intended target biomarker into a measurable signal while being coated with a polyethylene glycol (PEG) nanolayer to minimize nonspecific adsorption of matrix molecules. We perform a systematic study of the aptamer and PEG attachment schemes and parameters, including the impact of the serial or parallel PEG-aptamer attachment scheme, PEG molecular weight and surface density, and aptamer surface density on the sensor behavior, such as the responsivity to biomarker concentration changes, and importantly, they are used for operation in physiological media and have the ability to reject nonspecific binding to interfering molecules. We then use the understanding from this parametric study to identify graphene nanosensor designs that are optimally functionalized with PEG and aptamers to be strongly responsive to target biomarkers and effectively reduce nonspecific adsorption of interferents, thereby enabling sensitive and specific biomarker measurements in undiluted physiological media. The experimental results show that nanosensors that were optimized via serial modification with 5000 Da PEG at 15 mM and a 94 nt DNA aptamer at 500 nM allowed specific measurement of C-reactive protein (CRP) in undiluted human serum with a limit of detection (LOD) down to 27 pM, representing an up to 1000-fold improvement compared to previously reported CRP measurements.

Indexed as

Aptamers, NucleotideBiosensing TechniquesGraphiteNanotechnologyBiomarkersCarbon NanomaterialsC-Reactive ProteinHumansPolyethylene GlycolsSurface PropertiesAptamers, NucleotideBiomarkersC-Reactive ProteinGraphitePolyethylene GlycolsaptamerbiosensorC-reactive proteingraphene field-effect transistorpolyethylene glycolundiluted physiological media

Identifiers

PMID41600537
PMCPMC12846176

What OpenQuestion holds

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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 OpenQuestion graph.