Evidence map›Paper›PMID 41839948›Full record

ArticleScientific reports2026

Spectroscopic fingerprinting of extracellular vesicles from diverse cellular origins by ATR-FTIR for vibrational biomarkers of vector-host interactions.

Emine Billur Sevinis Ozbulut, Kenta Hoshino, Yoshitomo Furushima, Yuki Yoshida, Takashi Yamamoto, Hanna Reßin, Shreyans Chatterjee, Jan Münch, Boris Mizaikoff, Rüdiger M Groß and 1 more

Erratum issuedAbstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

0numbers the graph read from it
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

5 · Who and what money

Authors and funding

11 authors.

Emine Billur Sevinis OzbulutToray Automotive Center Europe, Toray Industries Europe GmbH, Am Gfild 6, Neufahrn bei Freising, 85375, Neu-Isenburg, Germany.
Kenta HoshinoToray Research Center Inc, Shiga, 520-8567, Japan.
Yoshitomo FurushimaToray Automotive Center Europe, Toray Industries Europe GmbH, Am Gfild 6, Neufahrn bei Freising, 85375, Neu-Isenburg, Germany.
Yuki YoshidaToray Research Center Inc, Shiga, 520-8567, Japan.
Takashi YamamotoToray Automotive Center Europe, Toray Industries Europe GmbH, Am Gfild 6, Neufahrn bei Freising, 85375, Neu-Isenburg, Germany.
Hanna ReßinInstitute of Molecular Virology, Ulm University Medical Center, Meyerhofstrasse 1, 89081, Ulm, Germany.
Shreyans ChatterjeeInstitute of Molecular Virology, Ulm University Medical Center, Meyerhofstrasse 1, 89081, Ulm, Germany.
Jan MünchInstitute of Molecular Virology, Ulm University Medical Center, Meyerhofstrasse 1, 89081, Ulm, Germany.
Boris MizaikoffInstitute of Analytical and Bioanalytical Chemistry, Ulm University, Albert- Einstein-Allee 11, 89081, Ulm, Germany.
Rüdiger M GroßInstitute of Molecular Virology, Ulm University Medical Center, Meyerhofstrasse 1, 89081, Ulm, Germany. ruediger.gross@uni-ulm.de.
Lorena Diaz de Leon MartinezInstitute of Analytical and Bioanalytical Chemistry, Ulm University, Albert- Einstein-Allee 11, 89081, Ulm, Germany. lorena.diaz-de-leon@uni-ulm.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Extracellular vesicles (EVs) are nanoscale lipid bilayer structures that facilitate intercellular communication across biological systems. Although extensively studied in mammals, their spectral and biochemical characteristics in invertebrate hosts relevant to viral transmission remain poorly understood. In this study, Attenuated Total Reflectance–Fourier Transform Infrared (ATR-FTIR) spectroscopy was used to characterize and discriminate EVs derived from human dermal fibroblasts (FibEVs), hepatocytes (HepEVs), and Aedes albopictus mosquito cells (MosqEVs), alongside synthetic EV-like vesicles (SynEVs). Spectral data were analyzed using Principal Component Analysis (PCA), Canonical Analysis of Principal Coordinates (CAP), and sparse Partial Least Squares–Discriminant Analysis (sPLS-DA). PCA revealed clear clustering according to EV origin, while CAP showed strong group separation (R² ≈ 0.99), with the first two canonical axes explaining 89% of total variance. sPLS-DA identified discriminant wavenumbers associated with lipids, proteins, and nucleic acids, achieving 93% classification accuracy and an average AUC of 0.99. MosqEVs displayed lipid-enriched spectral profiles consistent with insect membrane composition, whereas mammalian EVs were protein-dominant. These findings demonstrate that ATR-FTIR is a rapid, label-free approach for EV discrimination and provide the first vibrational characterization of mosquito-derived EVs, supporting future applications in vector biology, infection surveillance, and exosome quality assessment.

Indexed as

AedesExtracellular VesiclesMosquito VectorsAnimalsBiomarkersFibroblastsHepatocytesHumansPrincipal Component AnalysisSpectroscopy, Fourier Transform InfraredBiomarkersArbovirus transmissionAttenuated total reflectance (ATR)ChemometricsExtracellular VesiclesFourier transform infrared (FTIR)

Identifiers

PMID41839948
PMCPMC12996455

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.