Evidence map›Paper›PMID 42220420›Full record

ArticleAdvanced sensor research2026

Rational Design of Optical Single-Walled Carbon Nanotube-Based Nanosensors with Biological Recognition Elements.

Amelia K Ryan, Atara Israel, Maria Celina Stefoni, Catarina Ferraz, Ryan M Williams

Abstract read
In one paragraph

Article in Advanced sensor research, 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

5 authors.

Amelia K RyanDepartment of Biomedical Engineering, The City College of New York, New York, NY 10031, USA.
Atara IsraelDepartment of Biomedical Engineering, The City College of New York, New York, NY 10031, USA.
Maria Celina StefoniDepartment of Biomedical Engineering, The City College of New York, New York, NY 10031, USA.
Catarina FerrazDepartment of Biomedical Engineering, The City College of New York, New York, NY 10031, USA.
Ryan M WilliamsDepartment of Biomedical Engineering, The City College of New York, New York, NY 10031, USA.

Funding

Research Center in Minority Institutions (RCMI) at City CollegeU54MD017979 · NIMHD · CITY COLLEGE OF NEW YORK · PI M. Felice Marina GHILARDI · 2024 to 2026
$15.9M
G-RISE: Graduate Research Initiative for Student Advancement at The City College of New YorkT32GM136499 · NIGMS · CITY COLLEGE OF NEW YORK · PI RUTH E. STARK · 2020 to 2026
$4.9M
Integrating Real-Time Multi-System Cytokine Signaling in Chronic DiseaseR35GM142833 · NIGMS · STATE UNIVERSITY NEW YORK STONY BROOK · PI WILLIAMS, RYAN MARTIN · 2021 to 2025
$2.4M
NIGMS NIH HHS R35 GM142833NIGMS NIH HHS T32 GM136499NIMHD NIH HHS U54 MD017979
6 · The paper itself

Abstract

Single-walled carbon nanotubes (SWCNT) can serve as powerful transducers for optical nanobiosensors. As near-infrared (NIR) fluorophores, they are used for a wide variety of biological sensing and imaging applications in vitro and in vivo. Rational biosensor design relies on the use of biological recognition elements to detect the sensor's target. In rationally designing SWCNT nanobiosensors, the nanotubes are functionalized with a biological recognition motif, whose binding event induces a modulation in SWCNT fluorescence, which can be measured with NIR spectroscopy in a well plate or cuvette, in cells, or through tissue of live animals. In this review, the sensor design strategies and functional outcomes of rationally-designed optical SWCNT sensors are assessed that employ biological recognition elements for analyte specificity. The biomolecular recognition elements are divided into categories of proteins, peptides, or oligonucleotides, and assessed functionalization schemes, highlighting advances made in the fields of biomedical sensing and imaging through rational design. Finally, a perspective is offered on remaining challenges and future directions for the field of SWCNT optical sensor engineering and hurdles for translation to the clinic.

Indexed as

antibodyaptamermolecular recognitionnanobiosensorsnear-infrared fluorescenceSWCNT

Identifiers

PMID42220420
PMCPMC13221081

What OpenQuestion holds

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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.