Evidence map›Paper›PMID 41087342›Full record

ArticleNature communications2025

Raman identification of single nucleotides flowing through permeable plasmonic films.

Kirill Khabarov, Maria Blanco Formoso, Ilaria Micol Baldi, Foroogh Khozeymeh Sarbishe, Riccardo Marongiu, Giulia Bruno, Bikash Bhandari, Veronica Storari, Henri Haka, Michele Dipalo and 6 more

Abstract read
In one paragraph

Article in Nature communications, 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. 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

16 authors.

Kirill KhabarovIstituto Italiano di Tecnologia, Genova, Italy.ORCID http://orcid.org/0000-0002-8710-7040
Maria Blanco FormosoIstituto Italiano di Tecnologia, Genova, Italy.
Ilaria Micol BaldiIstituto Italiano di Tecnologia, Genova, Italy.ORCID http://orcid.org/0009-0000-0437-3590
Foroogh Khozeymeh SarbisheIstituto Italiano di Tecnologia, Genova, Italy.
Riccardo MarongiuIstituto Italiano di Tecnologia, Genova, Italy.
Giulia BrunoIstituto Italiano di Tecnologia, Genova, Italy.
Bikash BhandariEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire, CB10 1SD, UK.ORCID http://orcid.org/0000-0001-8698-5258
Veronica StorariDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy.ORCID http://orcid.org/0009-0000-8990-5831
Henri HakaDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy.ORCID http://orcid.org/0009-0008-6159-8559
Michele DipaloIstituto Italiano di Tecnologia, Genova, Italy.ORCID http://orcid.org/0000-0002-1823-8231
Paolo CanepaDepartment of Physics, University of Genova, Genova, Italy.ORCID http://orcid.org/0000-0002-2205-286X
Francesco GentileNanotechnology Research Center, Department of Experimental and Clinical Medicine, University of "Magna Graecia" of Catanzaro, Catanzaro, Italy.
Nick GoldmanEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire, CB10 1SD, UK.ORCID http://orcid.org/0000-0001-8486-2211
Federica VillaDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy.ORCID http://orcid.org/0000-0002-9840-0269
Francesco Tantussi *Istituto Italiano di Tecnologia, Genova, Italy. francesco.tantussi@iit.it.ORCID http://orcid.org/0000-0002-0812-082X
Francesco De Angelis *Istituto Italiano di Tecnologia, Genova, Italy. francesco.deangelis@iit.it.ORCID http://orcid.org/0000-0001-6053-2488

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Surface-Enhanced Raman Scattering has been studied for decades as a recognition technique due to its high sensitivity and discriminative power, particularly in biological applications. Inspired by nanopore sequencing technology, we developed a plasmonic device capable of operating in a flow-through configuration to detect individual molecules passing through plasmonic hotspots. This device is a permeable plasmonic film, through which single molecules are sequentially delivered via electrophoresis, while Raman spectra are recorded in real-time. A very effective light-matter coupling, combined with the ultrasmall size of plasmonic spots, enabled access to angstrom spatial and microsecond temporal scales compatible with polymer sequencing. We successfully slowed the translocation process and captured Raman spectra of the four nucleotides at a time resolution down to 20 μs under our experimental conditions. We achieved a discrimination accuracy of 89% at the single-molecule level. Also, we demonstrated a spatial resolution on the order of a few nucleotides, suggesting the potential for sequencing applications.

Indexed as

NucleotidesSpectrum Analysis, RamanNucleotides

Identifiers

PMID41087342
PMCPMC12521553

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Registered trials

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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.