Evidence map›Paper›PMID 42799877›Full record

ArticleAnalytical and bioanalytical chemistry2026

Surface-enhanced Raman scattering spectroscopy of human cerebrospinal fluid: protocol selection and biomolecular interpretation.

Roberto Gobbato, Federica Tramer, Paola Sist, Arianna Sartori, Valter Sergo, Alois Bonifacio

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In one paragraph

Article in Analytical and bioanalytical 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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0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Roberto GobbatoRaman Spectroscopy Laboratory, Department of Engineering and Architecture, University of Trieste, Via Valerio 6a, 34127, Trieste, TS, Italy.ORCID http://orcid.org/0009-0004-6677-3716
Federica TramerDepartment of Life Sciences, University of Trieste, Via Giorgieri 1, 34127, Trieste, TS, Italy.ORCID http://orcid.org/0000-0003-4286-0191
Paola SistDepartment of Life Sciences, University of Trieste, Via Giorgieri 1, 34127, Trieste, TS, Italy.ORCID http://orcid.org/0000-0003-1626-5081
Arianna SartoriNeurology Unit, Hospital Care Department of Medicine, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), Cattinara Hospital, 34149, Trieste, TS, Italy.ORCID http://orcid.org/0000-0002-4518-518X
Valter SergoRaman Spectroscopy Laboratory, Department of Engineering and Architecture, University of Trieste, Via Valerio 6a, 34127, Trieste, TS, Italy.ORCID http://orcid.org/0000-0003-3864-658X
Alois BonifacioRaman Spectroscopy Laboratory, Department of Engineering and Architecture, University of Trieste, Via Valerio 6a, 34127, Trieste, TS, Italy. abonifacio@units.it.ORCID http://orcid.org/0000-0002-2251-7786

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Surface-enhanced Raman scattering (SERS) of human cerebrospinal fluid (CSF) is a promising tool for identifying possible small-molecule pathological biomarkers in neurodegenerative and neuroinflammatory diseases. However, the biochemical interpretation of CSF SERS spectra remains incomplete and lacks consensus. By critically reviewing the available literature, and by using various experimental approaches, the spectral band interpretation of this biofluid is evaluated. The suitability of different SERS protocols and CSF preprocessing strategies, including analysis performed with and without deproteinization, was also critically evaluated through the comparison of six procedures employing both Ag and Au substrates. Analyses of CSF spiked with selected biomolecules, spectral changes induced by sequential enzymatic depletion treatments, spectral fitting, and reconstruction of an artificial CSF sample all indicate that the primary contributors to the SERS spectrum of CSF obtained from Au substrates with a near-infrared excitation (785 nm) are creatinine, hypoxanthine, xanthine, uric acid and guanine. Additionally, results from linear combination fitting by using pure components spectra and other experimental observations strongly emphasize the importance of considering competition for binding sites, spectral overlapping, and matrix effects when interpreting SERS spectra of complex biological fluids.

Indexed as

BiofluidsCerebrospinal fluidCSFPurinesSERSSurface-enhanced Raman

Identifiers

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.