Evidence map›Paper›PMID 42816795›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Raman Analysis of RNA Nucleotide Strands From SARS-CoV-2 Variants and Subvariants: A Step Forward in the Definition of "Raman Genome".

Giuseppe Pezzotti, Yoshiki Yasukochi, Gianluca Angiola, Takaharu Ueno, Saki Ikegami, Rintaro Okawa, Tetsuya Adachi, Wenliang Zhu, Osam Mazda, Alfio Grillo and 2 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

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

12 authors.

Giuseppe PezzottiBiomedical Engineering Center, Kansai Medical University, Hirakata, Osaka Prefecture, Japan.ORCID https://orcid.org/0000-0002-9663-2429
Yoshiki YasukochiDepartment of Genome Analysis, Institute of Biomedical Science, Kansai Medical University, Hirakata, Osaka Prefecture, Japan.
Gianluca AngiolaDepartment of Mathematical Science, Politecnico di Torino, Torino, Italy.
Takaharu UenoDepartment of Microbiology, Faculty of Medicine, Kansai Medical University, Hirakata, Osaka Prefecture, Japan.
Saki IkegamiBiomedical Engineering Center, Kansai Medical University, Hirakata, Osaka Prefecture, Japan.
Rintaro OkawaBiomedical Engineering Center, Kansai Medical University, Hirakata, Osaka Prefecture, Japan.
Tetsuya AdachiDepartment of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Kyoto Prefecture, Japan.
Wenliang ZhuCeramic Physics Laboratory, Kyoto Institute of Technology, Kyoto, Kyoto Prefecture, Japan.ORCID https://orcid.org/0000-0001-7532-9714
Osam MazdaDepartment of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Kyoto Prefecture, Japan.
Alfio GrilloDepartment of Mathematical Science, Politecnico di Torino, Torino, Italy.ORCID https://orcid.org/0000-0002-1104-1890
Koichiro HigasaDepartment of Genome Analysis, Institute of Biomedical Science, Kansai Medical University, Hirakata, Osaka Prefecture, Japan.
Kazu OkumaDepartment of Microbiology, Faculty of Medicine, Kansai Medical University, Hirakata, Osaka Prefecture, Japan.ORCID https://orcid.org/0009-0005-9719-0350

Funding

Japan Society for the Promotion of Science JP23K09359Kansai Medical University
6 · The paper itself

Abstract

Raman spectra of RNA nucleotide strands extracted from 20 SARS-CoV-2 strains, including the original Japanese isolate, Alpha, Beta, Gamma, Delta, Lambda, Theta, Mu, and 12 Omicron subvariants, were systematically collected, deconvoluted, and converted into Raman barcodes. The spectra exhibited common features associated with the RNA backbone, ribofuranose rings, and nitrogenous bases, reflecting the overall structural similarity of the viral RNAs. However, distinct differences were observed in spectral signatures related to β-D-ribofuranose vibrations, phosphate linkages, and RNA bases sensitive to secondary-structure variations. Conventional principal component analysis provided only limited discrimination among variants and subvariants. In contrast, Raman barcodes captured subtle molecular-scale structural differences and successfully distinguished all investigated strains according to their RNA secondary structures. The analysis identified vibrational markers associated with nucleotide chain length, backbone conformation, and ribofuranose dynamics. Several backbone- and base-related signals exhibited hyperchromic behavior correlated with RNA secondary-structure features, including hairpin content and stem length. These relationships may serve as indicators for the rapid detection of emerging variants. By encoding key spectral signatures, Raman barcodes provide a robust framework for accurate classification of SARS-CoV-2 strains based on the molecular architecture of their RNAs.

Indexed as

genomeprincipal component analysisRaman spectroscopyRNA nucleotide strandsSARS‐CoV‐2virus classification

Identifiers

PMID42816795
PMCPMC13627450

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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.