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Pezzotti G, Ohgitani E, Fujita Y, Imamura H, Pappone F, Grillo A, Nakashio M, Shin-Ya M, Adachi T, Yamamoto T, Kanamura N, Marin E, Zhu W, Inaba T, Tanino Y, Nukui Y, Higasa K, Yasukochi Y, Okuma K, Mazda O. Raman Fingerprints of SARS-CoV-2 Omicron Subvariants: Molecular Roots of Virological Characteristics and Evolutionary Directions. ACS Infect Dis 2023; 9:2226-2251. [PMID: 37850869 PMCID: PMC10644350 DOI: 10.1021/acsinfecdis.3c00312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Indexed: 10/19/2023]
Abstract
The latest RNA genomic mutation of SARS-CoV-2 virus, termed the Omicron variant, has generated a stream of highly contagious and antibody-resistant strains, which in turn led to classifying Omicron as a variant of concern. We systematically collected Raman spectra from six Omicron subvariants available in Japan (i.e., BA.1.18, BA.2, BA.4, BA.5, XE, and BA.2.75) and applied machine-learning algorithms to decrypt their structural characteristics at the molecular scale. Unique Raman fingerprints of sulfur-containing amino acid rotamers, RNA purines and pyrimidines, tyrosine phenol ring configurations, and secondary protein structures clearly differentiated the six Omicron subvariants. These spectral characteristics, which were linked to infectiousness, transmissibility, and propensity for immune evasion, revealed evolutionary motifs to be compared with the outputs of genomic studies. The availability of a Raman "metabolomic snapshot", which was then translated into a barcode to enable a prompt subvariant identification, opened the way to rationalize in real-time SARS-CoV-2 activity and variability. As a proof of concept, we applied the Raman barcode procedure to a nasal swab sample retrieved from a SARS-CoV-2 patient and identified its Omicron subvariant by coupling a commercially available magnetic bead technology with our newly developed Raman analyses.
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Affiliation(s)
- Giuseppe Pezzotti
- Ceramic
Physics Laboratory, Kyoto Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585, Japan
- Department
of Molecular Genetics, Institute of Biomedical Science, Kansai Medical University, 2-5-1 Shinmachi, Hirakata, Osaka 573-1010, Japan
- Department
of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
- Department
of Orthopedic Surgery, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, 160-0023 Tokyo, Japan
- Department
of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
- Department
of Molecular Science and Nanosystems, Ca’
Foscari University of Venice, Via Torino 155, 30172 Venice, Italy
- Department
of Applied Science and Technology, Politecnico
di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy
| | - Eriko Ohgitani
- Department
of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
| | - Yuki Fujita
- Ceramic
Physics Laboratory, Kyoto Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585, Japan
| | - Hayata Imamura
- Ceramic
Physics Laboratory, Kyoto Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585, Japan
- Department
of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Francesco Pappone
- Department
of Mathematical Science, Politecnico di
Torino, Corso Duca degli
Abruzzi 24, 10129 Torino, Italy
| | - Alfio Grillo
- Department
of Mathematical Science, Politecnico di
Torino, Corso Duca degli
Abruzzi 24, 10129 Torino, Italy
| | - Maiko Nakashio
- Department
of Infection Control & Laboratory Medicine, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
| | - Masaharu Shin-Ya
- Department
of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
| | - Tetsuya Adachi
- Department
of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
- Department
of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
- Department
of Microbiology, Kansai Medical University,
School of Medicine, 2-5-1
Shinmachi, Hirakata 573-1010, Osaka Prefecture, Japan
| | - Toshiro Yamamoto
- Department
of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Narisato Kanamura
- Department
of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Elia Marin
- Ceramic
Physics Laboratory, Kyoto Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585, Japan
- Department
of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Wenliang Zhu
- Ceramic
Physics Laboratory, Kyoto Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585, Japan
| | - Tohru Inaba
- Department
of Infection Control & Laboratory Medicine, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
| | - Yoko Tanino
- Department of Clinical Laboratory, University
Hospital, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
| | - Yoko Nukui
- Department of Clinical Laboratory, University
Hospital, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
| | - Koichiro Higasa
- Genome Analysis, Institute of Biomedical
Science, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka 573-1191, Japan
| | - Yoshiki Yasukochi
- Genome Analysis, Institute of Biomedical
Science, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka 573-1191, Japan
| | - Kazu Okuma
- Department
of Microbiology, Kansai Medical University,
School of Medicine, 2-5-1
Shinmachi, Hirakata 573-1010, Osaka Prefecture, Japan
| | - Osam Mazda
- Department
of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-ku, 465 Kajii-cho, Kyoto 602-8566, Japan
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Hancková M, Miháliková L, Pastoreková S, Betáková T. Hypoxia alters the immune response in mouse peritoneal macrophages infected with influenza a virus with truncated NS1 protein. Cytokine 2023; 164:156138. [PMID: 36796258 DOI: 10.1016/j.cyto.2023.156138] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/30/2022] [Accepted: 01/19/2023] [Indexed: 02/16/2023]
Abstract
Macrophages are the most abundant cells in infected tissue and are involved in the clearing infection, and immunomodulation of the innate and adaptive immune response. NS80 virus of influenza A virus, which encodes only the first 80 aa of the NS1 protein, suppresses the immune host response and is associated with enhanced pathogenicity. Hypoxia promotes infiltration of peritoneal macrophages into the adipose tissue and production of cytokines. To understand the role of hypoxia in the regulation of immune response, macrophages were infected with A/WSN/33 (WSN) and NS80 virus, and transcriptional profiles of the RIG-I-like receptor signalling pathway and expression of cytokines were evaluated in normoxia and hypoxia. Hypoxia inhibited the proliferation of IC-21 cells, downregulated the RIG-I-like receptor signalling pathway, and inhibited transcriptional activity of IFN-α, IFN-β, IFN-ε, and IFN-λ mRNA in infected macrophages. While transcription of IL-1β and Casp-1 mRNAs were increased in infected macrophages in normoxia, hypoxia resulted in decreased transcription activity of IL-1β and Casp-1 mRNAs. Hypoxia significantly affected expression of the translation factors IRF4, IFN-γ, and CXCL10 involved in regulation of immune response and polarization of the macrophages. The expression of pro-inflammatory cytokines such as sICAM-1, IL-1α, TNF-α, CCL2, CCL3, CXCL12, and M-CSF was to a large extent affected in uninfected and infected macrophages cultivated in hypoxia. The NS80 virus increased the expression of M-CSF, IL-16, CCL2, CCL3, and CXCL12, especially under hypoxia. The results show that hypoxia may play an important role in peritoneal macrophage activation, regulates the innate and adaptive immune response, changes production of pro-inflammatory cytokines, promotes macrophage polarization, and could affect the function of other immune cells.
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Affiliation(s)
- Miriam Hancková
- Biomedical Research Center, Slovak Academy of Sciences, Institute of Virology, Bratislava, Slovak Republic
| | - Lucia Miháliková
- Biomedical Research Center, Slovak Academy of Sciences, Institute of Virology, Bratislava, Slovak Republic
| | - Silvia Pastoreková
- Biomedical Research Center, Slovak Academy of Sciences, Institute of Virology, Bratislava, Slovak Republic
| | - Tatiana Betáková
- Biomedical Research Center, Slovak Academy of Sciences, Institute of Virology, Bratislava, Slovak Republic; Comenius University in Bratislava, Faculty of Natural Sciences, Department of Microbiology and Virology, Bratislava, Slovak Republic.
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3
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Pezzotti G, Ohgitani E, Fujita Y, Imamura H, Shin-Ya M, Adachi T, Yamamoto T, Kanamura N, Marin E, Zhu W, Nishimura I, Mazda O. Raman Fingerprints of the SARS-CoV-2 Delta Variant and Mechanisms of Its Instantaneous Inactivation by Silicon Nitride Bioceramics. ACS Infect Dis 2022; 8:1563-1581. [PMID: 35819780 PMCID: PMC9305655 DOI: 10.1021/acsinfecdis.2c00200] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Indexed: 02/06/2023]
Abstract
Raman spectroscopy uncovered molecular scale markers of the viral structure of the SARS-CoV-2 Delta variant and related viral inactivation mechanisms at the biological interface with silicon nitride (Si3N4) bioceramics. A comparison of Raman spectra collected on the TY11-927 variant (lineage B.1.617.2; simply referred to as the Delta variant henceforth) with those of the JPN/TY/WK-521 variant (lineage B.1.617.1; referred to as the Kappa variant or simply as the Japanese isolate henceforth) revealed the occurrence of key mutations of the spike receptor together with profound structural differences in the molecular structure/symmetry of sulfur-containing amino acid and altered hydrophobic interactions of the tyrosine residue. Additionally, different vibrational fractions of RNA purines and pyrimidines and dissimilar protein secondary structures were also recorded. Despite mutations, hydrolytic reactions at the surface of silicon nitride (Si3N4) bioceramics induced instantaneous inactivation of the Delta variant at the same rate as that of the Kappa variant. Contact between virions and micrometric Si3N4 particles yielded post-translational deimination of arginine spike residues, methionine sulfoxidation, tyrosine nitration, and oxidation of RNA purines to form formamidopyrimidines. Si3N4 bioceramics proved to be a safe and effective inorganic compound for instantaneous environmental sanitation.
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Affiliation(s)
- Giuseppe Pezzotti
- Ceramic Physics Laboratory, Kyoto
Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585,
Japan
- Department of Immunology, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
465 Kajii-cho, Kyoto 602-8566, Japan
- Department of Orthopedic Surgery, Tokyo
Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, 160-0023 Tokyo,
Japan
- Center for Advanced Medical Engineering and
Informatics, Osaka University, 2-2 Yamadaoka, Suita, Osaka
565-0854, Japan
- Institute of Biomaterials and Bioengineering,
Tokyo Medical and Dental University, 2-3-10 Kanda-Surugadai,
Chiyoda-ku, Tokyo 101-0062, Japan
- Department of Dental Medicine, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
Kyoto 602-8566, Japan
- Biomedical Research Center, Kyoto Institute
of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585,
Japan
| | - Eriko Ohgitani
- Department of Immunology, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
465 Kajii-cho, Kyoto 602-8566, Japan
| | - Yuki Fujita
- Ceramic Physics Laboratory, Kyoto
Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585,
Japan
| | - Hayata Imamura
- Ceramic Physics Laboratory, Kyoto
Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585,
Japan
| | - Masaharu Shin-Ya
- Department of Immunology, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
465 Kajii-cho, Kyoto 602-8566, Japan
| | - Tetsuya Adachi
- Department of Dental Medicine, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
Kyoto 602-8566, Japan
| | - Toshiro Yamamoto
- Department of Dental Medicine, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
Kyoto 602-8566, Japan
| | - Narisato Kanamura
- Department of Dental Medicine, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
Kyoto 602-8566, Japan
| | - Elia Marin
- Ceramic Physics Laboratory, Kyoto
Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585,
Japan
- Department of Dental Medicine, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
Kyoto 602-8566, Japan
| | - Wenliang Zhu
- Ceramic Physics Laboratory, Kyoto
Institute of Technology, Sakyo-ku, Matsugasaki, Kyoto 606-8585,
Japan
| | - Ichiro Nishimura
- Division of Advanced Prosthodontics, The Jane and
Jerry Weintraub Center for Reconstructive Biotechnology, UCLA School of
Dentistry, Los Angeles, California 90095, United
States
| | - Osam Mazda
- Department of Immunology, Graduate School of Medical
Science, Kyoto Prefectural University of Medicine, Kamigyo-ku,
465 Kajii-cho, Kyoto 602-8566, Japan
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Pezzotti G, Boschetto F, Ohgitani E, Fujita Y, Shin‐Ya M, Adachi T, Yamamoto T, Kanamura N, Marin E, Zhu W, Nishimura I, Mazda O. Raman Molecular Fingerprints of SARS-CoV-2 British Variant and the Concept of Raman Barcode. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2103287. [PMID: 34877818 PMCID: PMC8787433 DOI: 10.1002/advs.202103287] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 11/04/2021] [Indexed: 06/12/2023]
Abstract
The multiple mutations of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus have created variants with structural differences in both their spike and nucleocapsid proteins. While the functional relevance of these mutations is under continuous scrutiny, current findings have documented their detrimental impact in terms of affinity with host receptors, antibody resistance, and diagnostic sensitivity. Raman spectra collected on two British variant sub-types found in Japan (QK002 and QHN001) are compared with that of the original Japanese isolate (JPN/TY/WK-521), and found bold vibrational differences. These included: i) fractions of sulfur-containing amino acid rotamers, ii) hydrophobic interactions of tyrosine phenol ring, iii) apparent fractions of RNA purines and pyrimidines, and iv) protein secondary structures. Building upon molecular scale results and their statistical validations, the authors propose to represent virus variants with a barcode specially tailored on Raman spectrum. Raman spectroscopy enables fast identification of virus variants, while the Raman barcode facilitates electronic recordkeeping and translates molecular characteristics into information rapidly accessible by users.
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Affiliation(s)
- Giuseppe Pezzotti
- Ceramic Physics LaboratoryKyoto Institute of TechnologySakyo‐ku, MatsugasakiKyoto606‐8585Japan
- Department of ImmunologyGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐ku, 465 Kajii‐choKyoto602‐8566Japan
- Department of Orthopedic SurgeryTokyo Medical University6‐7‐1 Nishi‐Shinjuku, Shinjuku‐kuTokyo160‐0023Japan
- The Center for Advanced Medical Engineering and InformaticsOsaka University2‐2 Yamadaoka, SuitaOsaka565‐0854Japan
- Institute of Biomaterials and BioengineeringTokyo Medical and Dental University2‐3‐10 Kanda‐Surugadai, Chiyoda‐kuTokyo101‐0062Japan
- Department of Dental MedicineGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐kuKyoto602‐8566Japan
| | - Francesco Boschetto
- Ceramic Physics LaboratoryKyoto Institute of TechnologySakyo‐ku, MatsugasakiKyoto606‐8585Japan
- Department of ImmunologyGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐ku, 465 Kajii‐choKyoto602‐8566Japan
| | - Eriko Ohgitani
- Department of ImmunologyGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐ku, 465 Kajii‐choKyoto602‐8566Japan
| | - Yuki Fujita
- Ceramic Physics LaboratoryKyoto Institute of TechnologySakyo‐ku, MatsugasakiKyoto606‐8585Japan
| | - Masaharu Shin‐Ya
- Department of ImmunologyGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐ku, 465 Kajii‐choKyoto602‐8566Japan
| | - Tetsuya Adachi
- Department of Dental MedicineGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐kuKyoto602‐8566Japan
| | - Toshiro Yamamoto
- Department of Dental MedicineGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐kuKyoto602‐8566Japan
| | - Narisato Kanamura
- Department of Dental MedicineGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐kuKyoto602‐8566Japan
| | - Elia Marin
- Ceramic Physics LaboratoryKyoto Institute of TechnologySakyo‐ku, MatsugasakiKyoto606‐8585Japan
- Department of Dental MedicineGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐kuKyoto602‐8566Japan
| | - Wenliang Zhu
- Ceramic Physics LaboratoryKyoto Institute of TechnologySakyo‐ku, MatsugasakiKyoto606‐8585Japan
| | - Ichiro Nishimura
- Division of Advanced ProsthodonticsThe Jane and Jerry Weintraub Center for Reconstructive BiotechnologyUCLA School of DentistryLos AngelesCA90095USA
| | - Osam Mazda
- Department of ImmunologyGraduate School of Medical ScienceKyoto Prefectural University of MedicineKamigyo‐ku, 465 Kajii‐choKyoto602‐8566Japan
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