ArticleBiosensors2026
Detection of Polysaccharide Markers of Fungal Infections by Surface-Enhanced Raman Scattering and Machine Learning Methods.
Julia Yu Zvyagina, Robert R Safiullin, Andrey S Naboko, Victor I Polozov, Irina A Boginskaya, Marina V Sedova, Vadim B Krylov, Dmitry V Yashunsky, Dmitry A Argunov, Nikolay E Nifantiev and 3 more
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In one paragraphArticle in Biosensors, 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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5 · Who and what moneyAuthors and funding
13 authors.
Robert R SafiullinInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Andrey S NabokoInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Victor I PolozovInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Irina A BoginskayaInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Marina V SedovaInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Vadim B KrylovN.D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, 119991 Moscow, Russia.ORCID 0000-0001-9477-4610 Dmitry V YashunskyN.D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, 119991 Moscow, Russia.
Dmitry A ArgunovN.D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, 119991 Moscow, Russia.ORCID 0000-0002-3127-1087 Nikolay E NifantievN.D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, 119991 Moscow, Russia.ORCID 0000-0002-0727-4050 Ilya A RyzhikovInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Alexander M MerzlikinInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Andrey N LagarkovInstitute for Theoretical and Applied Electromagnetics RAS, 125412 Moscow, Russia.
Funding
The Ministry of Science and Higher Education of the Russian Federation FFUR - 2024 - 0010The Ministry of Science and Higher Education of the Russian Federation FFZZ-2024-0004; Agreement no. 075-03-2024-401/3, from 30.05.2024
6 · The paper itselfAbstract
In this study, we used the SERS method for the first time to measure the spectra of four polysaccharide markers of fungal infections: linear β-(1→3)- and β-(1→6)-linked D-glucans, branched mannan of
Indexed as
Fungal PolysaccharidesMachine LearningMycosesPolysaccharidesSpectrum Analysis, RamanAspergillus fumigatusBiomarkersCandida albicansGalactoseHumansLeast-Squares AnalysisMannansPrincipal Component AnalysisBiomarkersFungal PolysaccharidesgalactomannanGalactoseMannansPolysaccharidesfungal infectionmachine learning methodspartial least squarespolysaccharidessurface-enhanced Raman scattering
Identifiers
PMID42783170
PMCPMC13604236
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