IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0267214.html
   My bibliography  Save this article

Evaluation of portable near-infrared spectroscopy for authentication of mRNA based COVID-19 vaccines

Author

Listed:
  • Sulaf Assi
  • Basel Arafat
  • Ismail Abbas
  • Kieran Evans

Abstract

Since its identification in 2019, Covid-19 has spread to become a global pandemic. Until now, vaccination in its different forms proves to be the most effective measure to control the outbreak and lower the burden of the disease on healthcare systems. This arena has become a prime target to criminal networks that spread counterfeit Covid-19 vaccines across the supply chain mainly for profit. Counterfeit vaccines provide false sense of security to individuals, heightens the risk of exposure and outbreak of the virus, and increase the risk of harm linked to Covid-19 infection. Moreover, the increase in counterfeit vaccines feeds hesitancy towards vaccination and erodes the trust in mass immunisation programmes. It is therefore of paramount importance to work on rapid and reliable methods for vaccine authentication. Subsequently this work utilised a portable and non-destructive near infrared (NIR) spectroscopic method for authentication of Covid-19 vaccines. A total of 405 Covid-19 vaccines samples, alongside their main constituents, were measured as received through glass vials. Spectral quality and bands were inspected by considering the raw spectra of the vaccines. Authentication was explored by applying principal component analysis (PCA) to the multiplicative scatter correction-first derivative spectra. The results showed that NIR spectra of the vaccine featured mainly bands corresponding to the mRNA active ingredient. Fewer bands corresponded to the excipients and protein spectra. The vaccines NIR spectra were strongly absorbing with maximum absorbances up to 2.7 absorbance units and that differentiated them from samples containing normal saline only (constituent reported for counterfeit Covid-19 vaccines). Clustering based on PCA offered optimal authentication of Covid-19 vaccines when applied over the range of 9000–4000 cm-1These findings shed light on the potential of using NIR for analysing Covid-19 vaccines and presents a rapid and effective initial technique for Covid-19 vaccine authentication.

Suggested Citation

  • Sulaf Assi & Basel Arafat & Ismail Abbas & Kieran Evans, 2022. "Evaluation of portable near-infrared spectroscopy for authentication of mRNA based COVID-19 vaccines," PLOS ONE, Public Library of Science, vol. 17(5), pages 1-13, May.
  • Handle: RePEc:plo:pone00:0267214
    DOI: 10.1371/journal.pone.0267214
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0267214
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0267214&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0267214?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Juan Yang & Xinhua Chen & Xiaowei Deng & Zhiyuan Chen & Hui Gong & Han Yan & Qianhui Wu & Huilin Shi & Shengjie Lai & Marco Ajelli & Cecile Viboud & Prof Hongjie Yu, 2020. "Disease burden and clinical severity of the first pandemic wave of COVID-19 in Wuhan, China," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Johnston H. C. Wong & Ghee W. Ho, 2022. "Shielding without a Shield—Older People under COVID-19: A Comparison of Four Cities," Social Sciences, MDPI, vol. 11(11), pages 1-35, October.
    2. Liangdong Lu & Jia Xu & Jiuchang Wei & F. LeRon Shults & Xing Lin Feng, 2024. "The role of emotion and social connection during the COVID-19 pandemic phase transitions: a cross-cultural comparison of China and the United States," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    3. Juan Yang & Valentina Marziano & Xiaowei Deng & Giorgio Guzzetta & Juanjuan Zhang & Filippo Trentini & Jun Cai & Piero Poletti & Wen Zheng & Wei Wang & Qianhui Wu & Zeyao Zhao & Kaige Dong & Guangjie , 2021. "Despite vaccination, China needs non-pharmaceutical interventions to prevent widespread outbreaks of COVID-19 in 2021," Nature Human Behaviour, Nature, vol. 5(8), pages 1009-1020, August.
    4. Marina Giachino & Camille Beatrice G. Valera & Sabina Rodriguez Velásquez & Muriel Anna Dohrendorf-Wyss & Liudmila Rozanova & Antoine Flahault, 2020. "Understanding the Dynamics of the COVID-19 Pandemic: A Real-Time Analysis of Switzerland’s First Wave," IJERPH, MDPI, vol. 17(23), pages 1-17, November.
    5. Fulvio Adorni & Nithiya Jesuthasan & Elena Perdixi & Aleksandra Sojic & Andrea Giacomelli & Marianna Noale & Caterina Trevisan & Michela Franchini & Stefania Pieroni & Liliana Cori & Claudio Maria Mas, 2022. "Epidemiology of SARS-CoV-2 Infection in Italy Using Real-World Data: Methodology and Cohort Description of the Second Phase of Web-Based EPICOVID19 Study," IJERPH, MDPI, vol. 19(3), pages 1-16, January.
    6. Wenpei Zhang & Shankuo Xiong & Yelianghui Zheng & Jinnan Wu, 2022. "Response Efficacy and Self-Efficacy Mediated the Relationship between Perceived Threat and Psychic Anxiety among College Students in the Early Stage of the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(5), pages 1-11, February.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0267214. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.