Evidence map›Paper›PMID 41799022›Full record

ArticleEmergent materials2025

Development of a 3D printed liquid-core hydrogel platform for real-time carbon nanotube sensors.

Omer Sadak, Mitchell A Kuss, Wen Shi, Bin Duan, Nicole M Iverson

Abstract read
In one paragraph

Article in Emergent materials, 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. Near-Infrared Fluorescent Single-Walled Carbon Nanotubes for Biosensing.Small (Weinheim an der Bergstrasse, Germany) · 2025
    Review
  2. 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

5 authors.

Omer SadakBiological Systems Engineering Department, University of Nebraska-Lincoln, Lincoln, NE, USA.
Mitchell A KussMary and Dick Holland Regenerative Medicine Program, University of Nebraska Medical Center, Omaha, NE 68198, USA.
Wen ShiMary and Dick Holland Regenerative Medicine Program, University of Nebraska Medical Center, Omaha, NE 68198, USA.
Bin DuanMary and Dick Holland Regenerative Medicine Program, University of Nebraska Medical Center, Omaha, NE 68198, USA.
Nicole M IversonBiological Systems Engineering Department, University of Nebraska-Lincoln, Lincoln, NE, USA.ORCID 0000-0002-5166-1410

Funding

Supplement for Equipment Purchase - Hyperspectral Near Infrared Confocal MicroscopeR35GM138245 · NIGMS · UNIVERSITY OF NEBRASKA LINCOLN · PI IVERSON, NICOLE MARIE · 2020 to 2024
$2.0M
NIGMS NIH HHS R35 GM138245
6 · The paper itself

Abstract

Due to bioprinting technologies using a comparatively small amount of material, especially those that use print-on-demand techniques, they are considered to be promising production approaches. Though 3D bioprinting technologies are widely used in the creation of artificial tissues and organs, very little research has been done on their biosensor applications. Single-walled carbon nanotube (SWNT)-based optical sensors are highly praised for their remarkable sensitivity and specificity for a wide range of analytes. Nevertheless, due to the complexity of packaging and immobilization, problems continue to arise when incorporating SWNT sensors into both in vitro and in vivo applications. Herein, we report the use of 3D printing technology to improve SWNT sensor integration, resulting in adaptable and efficient platform designs. The optimized bioprinted hydrogel, composed of 3D-printable, modified Pluronic F-127, improves SWNT containment, ensuring stable fluorescence readings and increased fluorescence quenching in the presence of nitric oxide (NO). The hydrogel-encapsulated sensor maintains a ~95% fluorescence intensity over 90 days. Following the hydrogel parameter optimization, NO solutions were introduced to a 1.5-mm thick walled 30 mg/L SWNT-loaded hydrogel, revealing a gradual fluorescence intensity decrease with higher NO concentrations. Analysis shows a logarithmic relationship in the percentage of quenching at 990 nm within the concentration range of 1 μM to 50 μM, with the limit of detection (LOD) of 0.431 μM. When inserted under chicken skin, the sensor exhibits stable fluorescence readings, demonstrating its potential as a real-time in vivo sensor for minimally invasive health monitoring.

Indexed as

3D printing technologyBioprinting technologiesLiquid-core hydrogelNitric oxide sensorSingle-walled carbon nanotube sensors

Identifiers

PMID41799022
PMCPMC12965751

What OpenQuestion holds

Textmetadata
LicenceTDM
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.