Evidence map›Paper›PMID 41376705›Full record

ArticleNanoscale advances2026

Functionalized carbon nanoparticles for smartphone-based sensing of formaldehyde.

Alessia Cavallaro, Lorenzo Russo, Víctor Sebastián, Roberta Ruffino, Giovanni Li Destri, Loredana Ferreri, Grazia Maria Letizia Consoli, Antonino Gulino, Angelo Ferlazzo, Andrea Pappalardo and 4 more

Abstract read
In one paragraph

Article in Nanoscale advances, 2026. 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
  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

14 authors.

Alessia CavallaroDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0009-0005-0149-7674
Lorenzo RussoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.
Víctor SebastiánInstituto de Nanociencia y Materiales de Aragoń Aragón (INMA), CSIC-Universidad de Zaragoza, Campus Rio Ebro Edificio I + D + I, C/Poeta Mariano Esquillor, S/N 50018 Zaragoza Spain.ORCID https://orcid.org/0000-0002-6873-5244
Roberta RuffinoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.
Giovanni Li DestriDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0000-0001-6195-659X
Loredana FerreriInstitute of Biomolecular Chemistry - CNR Via Paolo Gaifami 18 95126 Catania Italy.ORCID https://orcid.org/0000-0002-3134-0409
Grazia Maria Letizia ConsoliInstitute of Biomolecular Chemistry - CNR Via Paolo Gaifami 18 95126 Catania Italy.
Antonino GulinoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0000-0002-6850-3080
Angelo FerlazzoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0000-0003-2844-1441
Andrea PappalardoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0000-0003-3321-7970
Rossella SantonocitoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0000-0003-3717-9158
Manuel PetroselliDepartment of Science and Technological Innovation, University of Eastern Piedmont "Amedeo Avogadro" Viale Teresa Michel 11 15121 Alessandria Italy.ORCID https://orcid.org/0000-0002-4388-9386
Nunzio TuccittoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0000-0003-4129-0406
Giuseppe Trusso SfrazzettoDepartment of Chemical Sciences, University of Catania Viale A. Doria 6 95125 Catania Italy giuseppe.trusso@unict.it.ORCID https://orcid.org/0000-0003-1584-5869

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Formaldehyde (FA) is a volatile organic compound of significant environmental and health concern due to its toxicity and widespread presence in indoor and industrial settings. The development of sensitive, selective, and user-friendly detection systems for FA is therefore of critical importance. In this work, we report a novel fluorescent nanosensor based on carbon nanoparticles functionalized with dopamine for the detection of FA in both aqueous and gaseous phases. The system achieved remarkable limits of detection-87 ppb in water and 10 ppb in air-well below the safety thresholds recommended by the World Health Organization. The sensing performance arises not only from the intrinsic photophysical properties of the carbon core but also from its architecture, which allows the anchoring of multiple recognition sites on a single nanoparticle. This multivalent interaction strategy increases the likelihood of FA binding events, enhancing both sensitivity and selectivity. Computational analysis supports the central role of the nanoparticle in the recognition process. The sensor operates effectively in solution and the solid state, and its compatibility with smartphone-based detection paves the way for the development of portable, low-cost devices for real-time FA monitoring.

Identifiers

PMID41376705
PMCPMC12687286

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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.