IDEAS home Printed from https://ideas.repec.org/a/spr/drugsa/v40y2017i1d10.1007_s40264-016-0456-3.html
   My bibliography  Save this article

Current Safety Concerns with Human Papillomavirus Vaccine: A Cluster Analysis of Reports in VigiBase®

Author

Listed:
  • Rebecca E. Chandler

    (Uppsala Monitoring Centre, WHO Collaborating Centre for International Drug Monitoring)

  • Kristina Juhlin

    (Uppsala Monitoring Centre, WHO Collaborating Centre for International Drug Monitoring)

  • Jonas Fransson

    (Uppsala Monitoring Centre, WHO Collaborating Centre for International Drug Monitoring)

  • Ola Caster

    (Uppsala Monitoring Centre, WHO Collaborating Centre for International Drug Monitoring
    Stockholm University)

  • I. Ralph Edwards

    (Uppsala Monitoring Centre, WHO Collaborating Centre for International Drug Monitoring)

  • G. Niklas Norén

    (Uppsala Monitoring Centre, WHO Collaborating Centre for International Drug Monitoring)

Abstract

Introduction A number of safety signals—complex regional pain syndrome (CRPS), postural orthostatic tachycardia syndrome (POTS), and chronic fatigue syndrome (CFS)—have emerged with human papillomavirus (HPV) vaccines, which share a similar pattern of symptomatology. Previous signal evaluations and epidemiological studies have largely relied on traditional methodologies and signals have been considered individually. Objective The aim of this study was to explore global reporting patterns for HPV vaccine for subgroups of reports with similar adverse event (AE) profiles. Methods All individual case safety reports (reports) for HPV vaccines in VigiBase® until 1 January 2015 were identified. A statistical cluster analysis algorithm was used to identify natural groupings based on AE profiles in a data-driven exploratory analysis. Clinical assessment of the clusters was performed to identify clusters relevant to current safety concerns. Results Overall, 54 clusters containing at least five reports were identified. The four largest clusters included 71 % of the analysed HPV reports and described AEs included in the product label. Four smaller clusters were identified to include case reports relevant to ongoing safety concerns (total of 694 cases). In all four of these clusters, the most commonly reported AE terms were headache and dizziness and fatigue or syncope; three of these four AE terms were reported in >50 % of the reports included in the clusters. These clusters had a higher proportion of serious cases compared with HPV reports overall (44–89 % in the clusters compared with 24 %). Furthermore, only a minority of reports included in these clusters included AE terms of diagnoses to explain these symptoms. Using proportional reporting ratios, the combination of headache and dizziness with either fatigue or syncope was found to be more commonly reported in HPV vaccine reports compared with non-HPV vaccine reports for females aged 9–25 years. This disproportionality remained when results were stratified by age and when those countries reporting the signals of CRPS (Japan) and POTS (Denmark) were excluded. Conclusions Cluster analysis reveals additional reports of AEs following HPV vaccination that are serious in nature and describe symptoms that overlap those reported in cases from the recent safety signals (POTS, CRPS, and CFS), but which do not report explicit diagnoses. While the causal association between HPV vaccination and these AEs remains uncertain, more extensive analyses of spontaneous reports can better identify the relevant case series for thorough signal evaluation.

Suggested Citation

  • Rebecca E. Chandler & Kristina Juhlin & Jonas Fransson & Ola Caster & I. Ralph Edwards & G. Niklas Norén, 2017. "Current Safety Concerns with Human Papillomavirus Vaccine: A Cluster Analysis of Reports in VigiBase®," Drug Safety, Springer, vol. 40(1), pages 81-90, January.
  • Handle: RePEc:spr:drugsa:v:40:y:2017:i:1:d:10.1007_s40264-016-0456-3
    DOI: 10.1007/s40264-016-0456-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40264-016-0456-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40264-016-0456-3?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kristine Macartney & Anastasia Phillips & Cyra Patel & Alexis Pillsbury & Julia Brotherton, 2018. "Authors’ reply: Safety of Human Papillomavirus Vaccines," Drug Safety, Springer, vol. 41(5), pages 541-543, May.
    2. Gianluca Trifirò & Janet Sultana & Andrew Bate, 2018. "From Big Data to Smart Data for Pharmacovigilance: The Role of Healthcare Databases and Other Emerging Sources," Drug Safety, Springer, vol. 41(2), pages 143-149, February.
    3. Vicki Osborne & Saad A. W. Shakir, 2018. "The 9th Biennial Conference on Signal Detection and Interpretation in Pharmacovigilance," Drug Safety, Springer, vol. 41(1), pages 139-141, January.
    4. Rebecca E. Chandler, 2017. "Safety Concerns with HPV Vaccines Continue to Linger: Are Current Vaccine Pharmacovigilance Practices Sufficient?," Drug Safety, Springer, vol. 40(12), pages 1167-1170, December.
    5. Corine Ekhart & Florence Hunsel & Eugène Puijenbroek & Rebecca Chandler & Eva-Lisa Meldau & Henric Taavola & G. Niklas Norén, 2022. "Post-Marketing Safety Profile of Vortioxetine Using a Cluster Analysis and a Disproportionality Analysis of Global Adverse Event Reports," Drug Safety, Springer, vol. 45(2), pages 145-153, February.
    6. Andrew Bate & Steve F. Hobbiger, 2021. "Artificial Intelligence, Real-World Automation and the Safety of Medicines," Drug Safety, Springer, vol. 44(2), pages 125-132, 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:spr:drugsa:v:40:y:2017:i:1:d:10.1007_s40264-016-0456-3. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com/economics/journal/40264 .

    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.