Evidence map›Paper›PMID 42712609›Full record

ArticleFrontiers in chemistry2026

Sensing of human stress biomarkers using BODIPY-functionalized carbon nanoparticles.

Alessia Cavallaro, Michael Spinello, Victor Sebastian, Angelo Ferlazzo, Antonino Gulino, Roberta Ruffino, Giovanni Li Destri, Andrea Pappalardo, Nunzio Tuccitto, Giuseppe Trusso Sfrazzetto and 1 more

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Article in Frontiers in chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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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

11 authors.

Alessia CavallaroDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Michael SpinelloDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Victor SebastianInstituto de Nanociencia y Materiales de Aragoń Aragón (INMA), CSIC-Universidad de Zaragoza, Campus Rio Ebro, Zaragoza, Spain.
Angelo FerlazzoDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Antonino GulinoDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Roberta RuffinoDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Giovanni Li DestriDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Andrea PappalardoDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Nunzio TuccittoDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Giuseppe Trusso SfrazzettoDepartment of Chemical Sciences, University of Catania, Catania, Italy.
Rossella SantonocitoDepartment of Chemical Sciences, University of Catania, Catania, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Stress affects many aspects of human functioning, and its effects on cognition are particularly relevant in high performance scenarios such as military operations and space missions. Dopamine, noradrenaline, and cortisol are key biomarkers associated with stress, anxiety, depression, and cardiovascular disease, yet their qualitative and quantitative detection usually requires lengthy laboratory analyses and lacks a single, selective one-pot method. In this work, we developed a fluorescent nanosensor based on carbon nanoparticles functionalized with a BODIPY-based fluorophore (CNPs-Ar-BDPy) for the detection and discrimination of dopamine, noradrenaline, and cortisol in aqueous solution. The sensing platform exploits the carbon nanoparticle core as a structural scaffold and the BODIPY moiety as a recognition site, enabling specific interactions with catecholamines and cortisol through hydrogen bonding between the BODIPY fluorine atoms and the OH and C=O groups of the analytes. The CNPs-Ar-BDPy were synthesized, functionalized, and fully characterized by UV Vis and fluorescence spectroscopy, and their sensing performance was evaluated in aqueous media using fluorescent titration and FT-IR. Selectivity was further assessed using multivariate analysis by PLS-DA, demonstrating effective discrimination among the three biomarkers. In addition, the role of the covalent linkage between the carbon nanoparticle core and the BODIPY unit was investigated, and the obtained apparent affinity constants were compared with those of analogous nanoprobes featuring a non-rigid, non-preorganized spacer. The rigid aryl linked BODIPY proved to enhance binding by about two orders of magnitude, highlighting the importance of structural preorganization and fluorescence continuity across the core fluorophore interface. The proposed nanosensor thus represents a promising tool for rapid, selective monitoring of stress related biomarkers.

Indexed as

BODIPYcarbon nanoparticlesfluorescencenanosensorstress biomarkers

Identifiers

PMID42712609
PMCPMC13550218

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