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Considerations for causality assessment of neurological and neuropsychiatric complications of SARS-CoV-2 vaccines: from cerebral venous sinus thrombosis to functional neurological disorder
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  1. Matt Butler1,
  2. Arina Tamborska2,3,
  3. Greta K Wood2,3,
  4. Mark Ellul4,
  5. Rhys H Thomas5,6,
  6. Ian Galea7,
  7. Sarah Pett8,
  8. Bhagteshwar Singh3,
  9. Tom Solomon4,
  10. Thomas Arthur Pollak9,
  11. Benedict D Michael2,3,
  12. Timothy R Nicholson10
  1. 1 Institute of Psychiatry Psychology and Neuroscience, London, UK
  2. 2 Department of Neurology, The Walton Centre NHS Foundation Trust, Liverpool, UK
  3. 3 University of Liverpool, Liverpool, UK
  4. 4 Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
  5. 5 Department of Neuroscience, Newcastle University, Newcastle upon Tyne, Tyne and Wear, UK
  6. 6 Translational and Clinical Research Institute, Newcastle upon Tyne, UK
  7. 7 Faculty of Medicine, University of Southampton, Southampton, UK
  8. 8 MRC CTU at UCL, Institute for Global Health and Institute for Clinical Trials Methodology, University College London, London, UK
  9. 9 Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, UK
  10. 10 King's College London, London, UK
  1. Correspondence to Dr Timothy R Nicholson, King's College London, London WC2R 2LS, UK; timothy.nicholson{at}kcl.ac.uk

https://doi.org/10.1136/jnnp-2021-326924

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    Introduction

    The scientific community rapidly responded to the COVID-19 pandemic by developing novel SARS-CoV-2 vaccines (table 1). As of early June 2021, an estimated 2 billion doses have been administered worldwide.1 Neurological adverse events following immunisation (AEFI), such as cerebral venous sinus thrombosis and demyelinating episodes, have been reported. In some countries, these have led to the temporary halting of both vaccine trials and roll-out programmes. In the absence of clear evidence of causal associations between the vaccine and adverse events, or the rarity of the AEFIs themselves, programmes have thus far been restarted, although sometimes with modifications to recommendations.2

    View this table:
    Table 1

    SARS-CoV-2 vaccines approved for use by at least one regulatory body at the time of submission (early June 2021)71

    Transient influenza-like symptoms such as headache, myalgia and fatigue have been reported in up to 5% of SARS-CoV-2 vaccine recipients in clinical trials,3 4 although these symptoms often indicate an appropriate immune response to vaccination.5 More severe potential adverse effects in the open-label phase of vaccine roll-outs are being collected through national surveillance systems. In the USA, roughly 372 adverse events have been reported per million doses, which is a lower rate than expected based on the clinical trials.6

    In the UK, adverse events are reported via the Coronavirus Yellow Card reporting website. As of early June 2021, approximately 250 000 Yellow Cards have been submitted, equating to around three to seven Yellow Cards per 1000 doses.7 For comparison, the 2010 Pandemrix vaccination had a rate of around 0.6 Yellow Card submissions per 1000 doses.8 Increased pharmacovigilance surrounding SARS-CoV-2 vaccinations may lead to surveillance bias,9 safety alerts may lead to notoriety bias10 and recall bias may also occur. Nevertheless, with large numbers of people being vaccinated, often with a two-dose schedule, rare complications of vaccination may be seen more frequently, and judicious assessment of causality is recommended in each case.

    Widespread vaccine take-up is necessary to establish the required herd immunity to stop or slow the pandemic and to prevent the emergence of vaccine-resistant strains,11 as well as to decrease the neurological and neuropsychiatric complications that are associated with COVID-19 itself.12 13 As vaccine uptake is directly influenced by public confidence in the safety of the vaccine, it is critical that those reporting potential neurological and/or psychiatric complications apply stringent methodological approaches to assigning a causal association between the two, as has been undertaken for COVID-19 itself.14

    Here we present a summary of what is currently known about the neurological and neuropsychiatric adverse effects of the currently available SARS-CoV-2 vaccines. We review evidence from previous vaccination campaigns and discuss the complexities. Finally, we propose system for AEFI causality assessments.

    Neurological adverse events in previous vaccination campaigns

    Previous programmes have raised the possibility of adverse neuropsychiatric events to vaccination. Autoimmune encephalitis following influenza and Japanese encephalitis vaccination have been documented,15 as has the likely autoimmune phenomenon of childhood-onset narcolepsy following both influenza H1N1 infection16 and the associated Pandemrix vaccination,17 which in 2010 was thought to lead to a small increase in narcolepsy rates in several countries.18 As well as the active immunogenic substance, vaccine excipients (eg, sodium taurodeoxycholate and thimerosal) and the manufacturing process have been potentially implicated in some vaccine reactions, such as febrile convulsions in children administered the inactivated influenza vaccination in 2010.19 Neurological events attributed to vaccines have also previously led to their cessation from use. A 1976 H1N1 influenza vaccine was withdrawn from use due to a small increase of Guillain-Barré syndrome (GBS) cases (leading to around an additional one case of GBS for every 100 000 vaccines).20 Similarly, an intranasal influenza vaccine was also withdrawn in Switzerland in 2001 as it was estimated to have contributed to an extra 13 cases of Bell’s palsy per 10 000 vaccinations.21

    It is also recognised that there have been acute neurological responses in previous vaccination campaigns which, although precipitated by the vaccination procedure, are not directly related to the vaccine constituents. For example, human papillomavirus vaccination (HPV) vaccinations in Brazil have precipitated functional (non-epileptic) seizures or attacks (a subtype of functional neurological disorder (FND)),22 which have also been reported following the H1N1 vaccination in Taiwan23 and South Korea.24 The WHO Global Advisory Committee on Vaccine Safety and Immunisations (GACVS) working group of the WHO recognise such ‘immunisation stress related responses’ (ISRRs) as a disqualifier in their tool for assessing causality of an adverse event following immunisation, which include (but are not limited to) acute stress responses, vasovagal reactions and dissociative symptoms.25 Many of these ISRRs can be viewed as FND triggered by vaccines. Indeed, FND is commonly precipitated by, and can emerge from, a range of initial ‘organic’ symptoms that can be due to physical injury or illness. In these cases, vaccination due to the commonly encountered local and systemic reactions is sufficient to precipitate FND.26

    COVID-19 vaccine and neurological manifestations

    Clinical trials

    At least 16 SARS-CoV-2 vaccines have been approved for use by at least one national regulatory authority27 (table 1), and as of early June 2021, there are around a further 400 vaccines in development, with 102 in the clinical phase.27 Adverse events in the clinical trials—captured using the International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use Medical Dictionary for Regulatory Activities, under system organ classifications such as central nervous system disorders and psychiatric disorders28–indicated limited reports of serious neurological adverse events.3 4 While phase III trials are powered to detect common adverse reactions, association with rare but significant events, such as neurological complications, may not be detected until phase IV or open-label studies. Commonly cited exemplars of this include cases of GBS in association with the 1976/77 US swine influenza vaccination programme29 and Bell’s palsy in association with inactivated intranasal influenza vaccine,21 as discussed previously.

    Consistent with this, only isolated cases of neurological events were reported in clinical trials of major SARS-CoV-2 vaccines. Three cases of transverse myelitis were reported (2/12 174 in the vaccine group and 1/11 879 in the control arm) in phase III trial of ChAdOx1 vaccine, which led to a temporary halting of the study. Following evaluation, the cases were deemed unlikely to be related to the vaccine and the study continued.30 Medical litigation cases have also been raised, including an anonymous trial volunteer in India who sued the manufacturers for ‘acute encephalopathy’ occurring 10 days after ChAdOx1 vaccine administration. In this case, the national medical authorities concluded there was no causal link.31

    Few cases of Bell’s palsy were reported in the BNT162b2 (Pfizer-BioNTech) trial (four in the vaccine arm and none in the placebo arm; each arm had >20 000 participants)3 and the mRNA-1273 (Moderna) trial (three in the vaccine arm and one in the placebo arm; each arm had >15 000 participants).4 Despite uneven distribution in the vaccine versus placebo arms, such numbers were in keeping with the expected rates based on the baseline prevalence of Bell’s palsy (20-40/100 000 annually).32 Aside from this, the BNT162b2 and mRNA-1237 trials reported no other notable patterns between treatment groups for other neurological or neuroinflammatory events.3 4

    Numerical imbalances were also reported for some adverse neurological events in the phase III study of the Ad26.COV2.S (Johnson & Johnson/Janssen) of over 43 000 individuals (of whom >21 000 received the vaccine).33 In the vaccination group, there were four events of seizures (vs one in placebo group) and six events of tinnitus (vs 0). One case of GBS was also seen in the vaccine arm. There were also 11 thromboembolic events in the vaccine arm (compared with three in the placebo group), including one case of cerebral venous sinus thrombosis with cerebral haemorrhage. This case was associated with thrombocytopaenia, disseminated intravascular coagulation and later was also found to have developed antibodies to platelet factor 4. The trail was paused and subsequently restarted following an external review as causality could not be determined at the time.34 Causality has not been confirmed for other events, as underlying medical conditions may have predisposed the affected individuals. Detailed postapproval surveillance of these events was advised.33

    The phase III trial of the Sputnik vaccine did not feature any significant neurological adverse events in over 16 000 participants in the vaccine group.35 Full peer-review publications of some other vaccine phase III trials, with an estimate of neurological adverse events, are currently awaited.

    Postapproval surveillance

    That rare, but significant, adverse events may only be detected following large-scale, open-label monitoring is exemplified by the emergence of vaccine-induced thrombosis with thrombocytopaenia (VITT). VITT resembles heparin-induced autoimmune thrombocytopaenia, manifesting with low platelet count and extensive thromboses. VITT has been reported to arise due to the development of antibodies to platelet factor 4, typically 4–28 days after the first dose of an adenovirus vector based vaccine.36 The most common neurological manifestation of VITT is cerebral venous sinus thrombosis (CVST), but arterial stroke is also a recognised complication.37

    Concerns about the association of VITT with SARS-CoV-2 vaccination were first raised in March 2021,38 and cases reported in the literature followed shortly afterwards.39 40 The unique clinical features of the syndrome and the consistent temporal relationship with the vaccine led to the confirmation of its causative role. In response to this, many countries, including Germany, USA, Norway, Canada, the UK and others, suspended or amended the target age ranges of the implicated vaccines: ChAdOx1 and Ad26.CoV2.S.41 42 As of 2 June 2021, there have been 372 cases of VITT reported to the UK Medicines and Healthcare products Regulatory Agency (MHRA), of which 135 had CVST.7 This translates to an overall incidence of 14.2 cases per every million doses administered. An epidemiological study of Danish and Norwegian adults reported a higher incidence of CVST post-ChAdOx1 vaccine with an excess of 2.5 events for every 100 000 vaccines administered.43

    Neurological adverse events are tracked by national regulatory bodies worldwide. This includes the UK MHRA’s Yellow Card system as well as the US Centers for Disease Control and Prevention’s Vaccine Adverse Event Reporting System. Both agencies run rapid cycle analysis as well as comparison of observed versus expected rates to allow early safety signal detection. Several hundred Yellow Card reports for Bell’s palsy, seizures, GBS and transverse myelitis have been submitted following almost 65 million doses of COVID-19 vaccinations administered in the UK.7 So far, these numbers do not exceed the natural expected case rates, although reports continue to be closely monitored. Similarly, there are only individual case reports of neurological adverse events following COVID-19 vaccines in the literature; these include GBS,44 Bell’s palsy,45 acute disseminated encephalomyelitis (ADEM),46 transverse myelitis,47 delirium48 and seizures.49 The authors of these articles warn against attributing causality based solely on the temporal association.

    Several videos of neurological and neuropsychiatric postvaccination symptoms and signs have been shared on social media, many of which have been widely shared and in some cases picked up by news channels.50 In some of these widely circulated videos, from countries such as the USA, objective clinical features suggestive of FND have been identified, although clinical evaluation would be required to confirm this.51 Furthermore, 64 anxiety-related adverse events (such as syncope, sweating or dizziness) were reported in clusters following Ad26.CoV2.S vaccination in the USA.52 All were classified as non-serious, but the authors highlighted that the importance of recognising such events to provide reassurance to the affected individuals and to other members of public attending vaccination centres.

    Considerations for causality assessments

    There are several tools for assessing causality for postvaccination sequelae, including the WHO’s GACVS causality assessment tool.25 In table 2, we correlate the GACVS criteria with the well-known Bradford Hill criteria for causality14 and discuss the implications for establishing causality in neurological adverse events associated with COVID-19 vaccination, including FND.

    View this table:
    Table 2

    Criteria for defining causality in vaccine-related adverse events adapted from WHO criteria55 and from Bradford Hill criteria72

    Assessing causality

    Before proceeding to any causality assessment, the adverse event diagnosis must be first validated. This can be done using the Brighton Collaboration guidance, which provides definitions and levels of diagnostic certainty for neurological conditions such as GBS and Miller-Fisher syndrome, transverse myelitis, Bell’s palsy, encephalitis and ADEM as well as generalised convulsive seizures.53 Nevertheless, there are two principal limitations to using well-established case definitions. First, some recognised but atypical variants will not meet the diagnostic criteria, precluding causality assessment (an example of this is facial diplegia with paraesthesia variant of GBS).54 In these cases, clinicians may agree on working definitions for such condition to include them in the surveillance sensitivity analysis.55 Second, no case definitions are available for new and emergent adverse events, such as VITT. In the case of VITT, the consistent clinical presentation, specific laboratory features (such as thrombocytopaenia and positive platelet factor 4 antibodies), as well as the objective radiological findings allowed the scientific community to rapidly establish diagnostic criteria.37 40 Case definitions are being refined in larger cohort studies to reflect clinical variants not meeting the original definitions (eg, up to 5% of patients with VITT may have normal platelet count at presentation).56 Establishing case definitions is, however, a particular challenge for adverse events with variable presentations and without specific diagnostic tests, such as FND.

    Once the clinical case definition is ascertained, one can proceed to the causality assessment. Using questions summarised in table 2, the WHO algorithm for AEFI groups events into five categories: consistent with causal association, indeterminate, inconsistent with causal association, unclassifiable (insufficient information) or unsuitable for causality assessment (not meeting clinical case definitions). Events are classified as inconsistent with causal association if there is a strong suspicion of alternative causes and as consistent with causal association if there is no alternative aetiology and previous evidence suggests association with the vaccination.25 A consequence of this is that for any new vaccine, all adverse events will be initially classified as ‘indeterminate’, until further evidence becomes available. This significantly limits the use of these criteria for assessment of adverse events following novel vaccines, such as large-scale programmes for SARS-CoV-2.

    Instead, we propose classifying cases as: probable, possible and unlikely, considering the temporal relationship, individual risk factors and the likelihood of an alternative aetiology (table 3). This approach may support clinicians in assessing individual patients where the evidence from the literature is sparse, but it should not replace the statutory reporting to regulatory bodies.

    View this table:
    Table 3

    Suggested criteria for labelling causality in neurological AEFI

    High-quality randomised controlled trials may often be one of the strongest means by which to assess causality in AEFIs; however, in situations such as the ongoing SARS-CoV-2 vaccination campaign, undertaking such trials postlicensing may not be feasible or ethical.57 Instead, alternative methods of establishing causality, such as triangulation, may be used. Triangulation, a process akin to the Bradford Hill criterion of consistency, involves the integration of results from different epidemiological methods (eg, RCT and observational cohort studies) with different inherent biases. If two or more methods point towards a potentially causal event (particularly if the association is maintained among differing populations), this strengthens conviction in causal association.58 In addition to this, although a mechanism (the Bradford Hill criterion of ‘biological plausibility’) is often preferred in causality assessments, it may not be immediately apparent, and causality should not be refuted simply on the absence of biological mechanisms, particularly should the other evidence for causality be strong.

    Although associations between SARS-CoV-2 vaccines and neurological adverse events may arise, these tools reiterate that caution must be exercised before causality is determined. Alternative aetiologies or recurrence of previous neurological disease may be responsible for the observed events, as was the case in some of the neurological AE associated with the ChAdOx1 vaccine.30 Furthermore, the baseline rate of a condition may account for its occurrence in vaccinated population.59

    Additional attributes related to the current SARS-CoV-2 vaccination programmes that may need to be considered when assessing causality include (but are not limited to): (A) the two-dose nature of some vaccine programmes, (B) the possibility of some patients, for example, due to vaccination supply changes, receiving two separate brands of vaccine in a single dose schedule and (C) the individual’s prior exposure to SARS-CoV-2 (ie, antigen formation and/or development of neurological complications of COVID-19 itself). These factors will also remain important if in future a seasonal SARS-CoV-2 ‘booster’ vaccination is required.

    Practical considerations

    While causality is under intense study, a practical issue for clinicians is advising on SARS-CoV-2 vaccine uptake in patients with a history of disabling or life-threatening GBS, acute disseminated encephalomyelitis or transverse myelitis, which are thought to have been linked to previous vaccination. Bayesian inference may suggest updating the probability of neurological complication based on an individual’s prior history. However, as there are no confirmed signals that these conditions occur with SARS-CoV-2 vaccines, cautious advice must be given. Other factors that may help shared decision making include the population prevalence of COVID-19, the individual’s risk of mortality from COVID-19 and patient preference.

    In the current rapid worldwide vaccination campaign, healthcare regulatory authorities have tended to either halt vaccination campaigns or recommend their use only in those with risk factors for COVID-19 in response to potential adverse events.38 41 42 The latter appears to be a sensible course of action while causality is swiftly reviewed, given the high rates of known complications of COVID-19 itself.

    Legal issues

    The potential for neurological AEFIs (including FND) to SARS-CoV-2 vaccines raises important medicolegal questions. An effective and fair compensation scheme for AEFIs is integral to maintaining public trust in vaccination campaigns.60 In the UK, for example, vaccine recipients (including of a SARS-CoV-2 vaccine) are entitled to claim compensation for ‘severe disability’ resulting from a vaccination.61 Other methods of seeking compensation, including indemnification in clinical trials of vaccines and direct legal action against vaccine manufacturers, may also be applicable in the SARS-CoV-2 vaccination campaign. We are not aware of any precedent in this area regarding severe and disabling FND resulting from vaccination, but the fact that the vaccine constituents are not implicated, and significant or full recovery always remains possible, complicates an already complex field, in which 65% of historical claimants to the UK scheme have been unable to definitively prove causality.60

    FND reactions to vaccination

    As we have seen, an expected response to the vaccination programme, particularly in younger people, may be acute FND. Patients with FND may present with a range of neurological symptoms including, but not limited to, seizures, sensory abnormalities, gait or balance disturbance and weakness. Symptoms arise as a disorder of neurological function as opposed to structural lesions, and often mimic patients’ expectations of illness models rather than symptoms seen in organic neurological disorders. These factors can lead to misinterpretations of such symptoms as being under the patient’s control and fuel both stigma and rejection of the diagnosis.26 In addition to this, healthcare workers are often unaware of, or lack confidence eliciting, the ‘positive’ clinical features that can reliably distinguish it from other neurological disorders.26

    Our understanding of FND has developed dramatically in the last decade, and current models of the disorder challenge stress or psychological processes as the sole aetiological factor. Stress is not always present or relevant, and its primacy in older ‘psychogenic’ or ‘conversion’ models of FND has been replaced by more nuanced biopsychosocial models that, while acknowledging the important role of stress, do not assume its relevance for all. These models focus on cognitive and neurobiological processes underpinning symptom formation and persistence. Alongside the reduced primacy of psychological factors has been the acknowledgement of the importance of positive neurological signs such as Hoover’s sign, which has a specificity of at least 95% in functional leg weakness.26 It is recognised that a compassionate, thorough and open explanation of the disorder improves understanding and acceptance of the diagnosis and is a critical first step to successful treatment.26

    In many cases, FND is precipitated by physical disorders, sometimes relatively ‘minor’ injuries or accidents. In the case of vaccination, it is plausible that physiological reactions (eg, vasovagal symptoms or influenza-like symptoms), as well as unilateral pain from the injection site, may trigger and/or evolve into functional symptoms.62 Indeed, FND has been reported in response to previous vaccination campaigns, and case reports of FND precipitated by SARS-CoV-2 vaccination have been published.63 Despite this, clinicians must continue to be just as judicious in attributing causality of SARS-CoV-2 vaccines to FNDs as with any other neurological adverse event.

    The capacity for functional symptoms to develop in response to vaccination may be increased due to wider factors of the global SARS-CoV-2 vaccination campaign. Patients with FND have been shown to have heightened suggestibility,64 which is currently understood in a Bayesian framework to reflect a tendency to form overprecise ‘priors’.65 Attentional focus on potential neurological side effects, particularly in the context of extensive media interest, may result in somatic hypervigilance for specific symptoms in some individuals, which in turn is likely to contribute to an increased risk of FND.51 Conceptually, this is supported by the improvement of cases of FND in response to previous vaccination campaigns once media coverage of the events ceased.66 Furthermore, the capacity of social media to facilitate the dissemination of information, as well as misinformation and disinformation, may contribute to the worldwide spread of functional reactions to vaccines.66

    The influence of media coverage and public perception of vaccine reactions on susceptibility to FND offers a potential opportunity for healthcare professionals to reduce the incidence of expected vaccine-related FND. The better informed potential vaccine recipients and the wider public are about the potential for FND in response to SARS-CoV-2 vaccines, the better the outcomes are likely to be for those who develop FND in response to vaccination.67 Additionally, clinicians and wider health authorities are implored to strike a balance between thorough investigation and reassurance in patients in whom a functional reaction is identified. This is likely to prove challenging in some situations, particularly given the role of social media; however, sensitive and informed handling of situations is likely to lead to better outcomes for patients and the wider vaccination campaign.

    Occasionally, functional symptoms can ‘spread’ between individuals as ‘mass psychogenic (functional) illnesses’ after vaccination. These clusters of functional illnesses occur most often within cohesive social groups such as schools or workplaces and can arise in many settings in response to stimuli that are perceived as noxious. There were cases of functional disorders following the H1N1 vaccination in Taiwan23 and South Korea.24 In both countries, these predominantly affected schoolchildren, and in some cases in Taiwan, symptoms of functional dizziness and weakness spread in clusters, all of which resolved without medical intervention. This phenomenon has been echoed in multiple other countries and in response to different vaccines.68 In situations in which functional illnesses have arisen contemporaneously with vaccination programmes, misunderstanding of causality and association has led to significant increases in vaccine hesitancy; in Colombia, following a large-scale outbreak of functional symptoms, HPV vaccine course uptake decreased from 88% to just 5%.69

    Inappropriate recognition and management of FND may be disruptive to vaccination programmes. To this end, vaccine providers should have training on recognising functional disorders that should be clearly distinguished from other AEs, such as allergic reactions to the vaccine. Although symptoms of FND are disabling and in some cases can be chronic, patients can be reassured that FND does not equate to any structural damage to the CNS. In the absence of this clarity, vaccine-associated FND has the capacity to contribute significantly to vaccine hesitancy.70

    Conclusion

    Neurological and neuropsychiatric adverse events have been reported in clinical trials of various SARS-CoV-2 vaccines and, more often, in open-label monitoring. In many cases, no definitive evidence has yet supported causality. Despite this, there are recognised rare adverse events that have been causally linked to SARS-CoV-2 vaccines, for example, VITT. The necessary ongoing surveillance work is in progress; however, the current advice that the benefit of the vaccination outweighs the risk appears to be accurate from a neurological standpoint. Heightened reporting of adverse events, for example, via the Yellow Card system, may be in part due to increased pharmacovigilance.

    In order to establish causality, clinical case definitions must be established, for example, via the Brighton collaboration guidelines for conditions recognised to be associated with vaccination and proactive clinician-led definitions in emergent conditions (such as VITT). In assessing causality, tools such as the WHO GACVS or Bradford Hill criteria may be used; however, we additionally propose criteria that classify associated neurological or neuropsychiatric events into probable, possible and unlikely cases, considering the temporal relationship, individual risk factors and the likelihood of an alternative aetiology. In such cases as the urgent SARS-CoV-2 vaccination campaign in which ongoing RCTs may be unfeasible and/or unethical, epidemiological methods of causality assessment such as triangulation may be used.

    Regardless of current surveillance of neurological adverse events, it is increasingly likely that a significant minority of vaccine recipients will develop both organic and/or functional reactions to vaccine administration, which have already been noted in previous vaccination campaigns, as well as on videos and in case series during the COVID-19 pandemic. FND reactions are real and distressing, although require different management strategies, and lack of public understanding of FND reactions to vaccination may significantly increase the risk of vaccine hesitancy. Particular features of the SARS-CoV-2 vaccination campaign, including the role of social media in spreading (mis)information on vaccination side effects, as well as intense media interest, may mean individuals are further predisposed to FND reactions. Despite this, these avenues also offer clinicians opportunity to better inform potential vaccine recipients and in doing so potentially reduce the incidence of acute FND reactions.

    It is important that those working in the clinical neurosciences are abreast of the evidence for and against potential associations, including background rates and the potential for FND manifestations to both care for our patients and to not hamper ongoing vaccination efforts. At the individual level, clinicians are encouraged to have collaborative discussions with patients on the potential for neurological and neuropsychiatric complications of SARS-CoV-2 vaccinations.

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    References

    1. ↵
      2. Holder J
      . Tracking Coronavirus Vaccinations Around the World [Internet]. New York Times, 2021. Available: https://www.nytimes.com/interactive/2021/world/covid-vaccinations-tracker.html [Accessed 29 Mar 2021].
    2. ↵
      2. Mahase E
      . Covid-19: who says rollout of AstraZeneca vaccine should continue, as Europe divides over safety. BMJ 2021;372:n728. doi:10.1136/bmj.n728 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33727218
      OpenUrlFREE Full Text
    3. ↵
      2. Polack FP ,
      3. Thomas SJ ,
      4. Kitchin N , et al
      . Safety and efficacy of the BNT162b2 mRNA Covid-19 vaccine. N Engl J Med 2020;383:2603–15.doi:10.1056/NEJMoa2034577 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33301246
      OpenUrlCrossRefPubMed
    4. ↵
      2. Baden LR ,
      3. El Sahly HM ,
      4. Essink B , et al
      . Efficacy and safety of the mRNA-1273 SARS-CoV-2 vaccine. N Engl J Med 2021;384:403–16.doi:10.1056/NEJMoa2035389 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33378609
      OpenUrlCrossRefPubMed
    5. ↵
      2. Wadman M
      . Public needs to PreP for vaccine side effects. Science 2020;370:1022. doi:10.1126/science.370.6520.1022 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33243869
      OpenUrlAbstract/FREE Full Text
    6. ↵
      2. Remmel A
      . COVID vaccines and safety: what the research says. Nature 2021;590:538–40 https://www.nature.com/articles/d41586-021-00290-x doi:10.1038/d41586-021-00290-x pmid:http://www.ncbi.nlm.nih.gov/pubmed/33597779
      OpenUrlCrossRefPubMed
    7. ↵
      1. Medicines & Healthcare Products Regulatory Agency
      . Coronavirus vaccine - weekly summary of Yellow Card reporting, 2021. Available: https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting [Accessed 22 Feb 2021].
    8. ↵
      1. Medicines & Healthcare Products Regulatory Agency
      . MHRA PUBLIC ASSESSMENT REPORT - Swine flu vaccines and antiviral medicines: UK postpandemic safety review, 2011. Available: https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/852415/Swine_flu_vaccines_and_antiviral_medicines_UK_post-pandemic_safety_review.pdf
    9. ↵
      2. Horwitz RI ,
      3. Feinstein AR
      . Alternative analytic methods for case-control studies of estrogens and endometrial cancer. N Engl J Med 1978;299:1089–94.doi:10.1056/NEJM197811162992001 pmid:http://www.ncbi.nlm.nih.gov/pubmed/703785
      OpenUrlCrossRefPubMedWeb of Science
    10. ↵
      2. Pariente A ,
      3. Gregoire F ,
      4. Fourrier-Reglat A , et al
      . Impact of safety alerts on measures of disproportionality in spontaneous reporting databases: the notoriety bias. Drug Saf 2007;30:891-8.doi:10.2165/00002018-200730100-00007 pmid:http://www.ncbi.nlm.nih.gov/pubmed/17867726
      OpenUrlPubMed
    11. ↵
      2. Iboi EA ,
      3. Ngonghala CN ,
      4. Gumel AB
      . Will an imperfect vaccine curtail the COVID-19 pandemic in the U.S.? Infect Dis Model 2020;5:510-524.doi:10.1016/j.idm.2020.07.006 pmid:http://www.ncbi.nlm.nih.gov/pubmed/32835142
      OpenUrlPubMed
    12. ↵
      2. Butler M ,
      3. Pollak TA ,
      4. Rooney AG , et al
      . Neuropsychiatric complications of covid-19. BMJ 2020;371:m3871. doi:10.1136/bmj.m3871 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33051183
      OpenUrlFREE Full Text
    13. ↵
      2. Rogers JP ,
      3. Watson CJ ,
      4. Badenoch J , et al
      . Neurology and neuropsychiatry of COVID-19: a systematic review and meta-analysis of the early literature reveals frequent CNS manifestations and key emerging narratives. J Neurol Neurosurg Psychiatry 2021. doi:doi:10.1136/jnnp-2021-326405. [Epub ahead of print: 03 Jun 2021].pmid:http://www.ncbi.nlm.nih.gov/pubmed/34083395
    14. ↵
      2. Ellul M ,
      3. Varatharaj A ,
      4. Nicholson TR , et al
      . Defining causality in COVID-19 and neurological disorders. J Neurol Neurosurg Psychiatry 2020;91:811–2.doi:10.1136/jnnp-2020-323667 pmid:http://www.ncbi.nlm.nih.gov/pubmed/32503883
      OpenUrlFREE Full Text
    15. ↵
      2. Wang H
      . Anti-Nmda receptor encephalitis and vaccination. Int J Mol Sci 2017;18:193. doi:10.3390/ijms18010193
    16. ↵
      2. Baltagi SA ,
      3. Shoykhet M ,
      4. Felmet K , et al
      . Neurological sequelae of 2009 influenza A (H1N1) in children: a case series observed during a pandemic. Pediatr Crit Care Med 2010;11:179–84.doi:10.1097/PCC.0b013e3181cf4652 pmid:http://www.ncbi.nlm.nih.gov/pubmed/20081552
      OpenUrlCrossRefPubMedWeb of Science
    17. ↵
      2. Partinen M ,
      3. Saarenpää-Heikkilä O ,
      4. Ilveskoski I , et al
      . Increased incidence and clinical picture of childhood narcolepsy following the 2009 H1N1 pandemic vaccination campaign in Finland. PLoS One 2012;7:e33723. doi:10.1371/journal.pone.0033723 pmid:http://www.ncbi.nlm.nih.gov/pubmed/22470463
      OpenUrlCrossRefPubMed
    18. ↵
      2. Sarkanen TO ,
      3. Alakuijala APE ,
      4. Dauvilliers YA , et al
      . Incidence of narcolepsy after H1N1 influenza and vaccinations: systematic review and meta-analysis. Sleep Med Rev 2018;38:177–86.doi:10.1016/j.smrv.2017.06.006 pmid:http://www.ncbi.nlm.nih.gov/pubmed/28847694
      OpenUrlCrossRefPubMed
    19. ↵
      2. Li-Kim-Moy J ,
      3. Booy R
      . The manufacturing process should remain the focus for severe febrile reactions in children administered an Australian inactivated influenza vaccine during 2010. Influenza Other Respi Viruses, 2016.
    20. ↵
      2. Sejvar JJ ,
      3. Kohl KS ,
      4. Gidudu J , et al
      . Guillain-Barré syndrome and Fisher syndrome: case definitions and guidelines for collection, analysis, and presentation of immunization safety data. Vaccine 2011;29:599–612.doi:10.1016/j.vaccine.2010.06.003 pmid:http://www.ncbi.nlm.nih.gov/pubmed/20600491
      OpenUrlCrossRefPubMedWeb of Science
    21. ↵
      2. Mutsch M ,
      3. Zhou W ,
      4. Rhodes P , et al
      . Use of the inactivated intranasal influenza vaccine and the risk of Bell's palsy in Switzerland. N Engl J Med 2004;350:896–903.doi:10.1056/NEJMoa030595 pmid:http://www.ncbi.nlm.nih.gov/pubmed/14985487
      OpenUrlCrossRefPubMedWeb of Science
    22. ↵
      2. Marchetti RL ,
      3. Gallucci-Neto J ,
      4. Kurcgant D , et al
      . Immunization stress-related responses presenting as psychogenic non-epileptic seizures following HPV vaccination in Rio Branco, Brazil. Vaccine 2020;38:6714–20.doi:10.1016/j.vaccine.2020.08.044 pmid:http://www.ncbi.nlm.nih.gov/pubmed/32878709
      OpenUrlPubMed
    23. ↵
      2. Lin C-Y ,
      3. Peng C-C ,
      4. Liu H-C , et al
      . Psychogenic movement disorder after H1N1 influenza vaccination. J Neuropsychiatry Clin Neurosci 2011;23:E37-8. doi:10.1176/jnp.23.3.jnpe37 pmid:http://www.ncbi.nlm.nih.gov/pubmed/21948923
      OpenUrlPubMed
    24. ↵
      2. Yang TU ,
      3. Kim HJ ,
      4. Lee YK , et al
      . Psychogenic illness following vaccination: exploratory study of mass vaccination against pandemic influenza A (H1N1) in 2009 in South Korea. Clin Exp Vaccine Res 2017;6:31–7.doi:10.7774/cevr.2017.6.1.31 pmid:http://www.ncbi.nlm.nih.gov/pubmed/28168171
      OpenUrlPubMed
    25. ↵
      1. World Health Organization
      . Causality assessment of an adverse event following immunization (AEFI): user manual for the revised who classification. World Health Organization, 2019.
    26. ↵
      2. Espay AJ ,
      3. Aybek S ,
      4. Carson A , et al
      . Current concepts in diagnosis and treatment of functional neurological disorders. JAMA Neurol 2018;75:1132–41.doi:10.1001/jamaneurol.2018.1264 pmid:http://www.ncbi.nlm.nih.gov/pubmed/29868890
      OpenUrlPubMed
    27. ↵
      1. World Health Organization
      . COVID-19 vaccines, 2021. Available: https://www.who.int/emergencies/diseases/novel-coronavirus-2019/covid-19-vaccines [Accessed 1 Apr 2021].
    28. ↵
      2. Mozzicato P
      . MedDRA. Pharmaceut Med 2009;23:65–75.doi:10.1007/BF03256752
      OpenUrlCrossRef
    29. ↵
      2. Schonberger LB ,
      3. Bregman DJ ,
      4. Sullivan-Bolyai JZ , et al
      . Guillain-Barre syndrome following vaccination in the National Influenza Immunization Program, United States, 1976--1977. Am J Epidemiol 1979;110:105–23.doi:10.1093/oxfordjournals.aje.a112795 pmid:http://www.ncbi.nlm.nih.gov/pubmed/463869
      OpenUrlCrossRefPubMedWeb of Science
    30. ↵
      2. Knoll MD ,
      3. Wonodi C
      . Oxford-AstraZeneca COVID-19 vaccine efficacy. Lancet 2021;397:72–4.doi:10.1016/S0140-6736(20)32623-4 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33306990
      OpenUrlCrossRefPubMed
    31. ↵
      1. BMJ India Correspondent
      . Claims and counterclaims over alleged adverse reaction in covid-19 vaccine in India. BMJ 2020;371:m4734. doi:10.1136/bmj.m4734 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33272917
      OpenUrlFREE Full Text
    32. ↵
      2. Rowlands S ,
      3. Hooper R ,
      4. Hughes R , et al
      . The epidemiology and treatment of Bell's palsy in the UK. Eur J Neurol 2002;9:63–7.doi:10.1046/j.1468-1331.2002.00343.x pmid:http://www.ncbi.nlm.nih.gov/pubmed/11784378
      OpenUrlCrossRefPubMedWeb of Science
    33. ↵
      2. Sadoff J ,
      3. Gray G ,
      4. Vandebosch A , et al
      . Safety and efficacy of single-dose Ad26.COV2.S vaccine against Covid-19. N Engl J Med Overseas Ed 2021;384:2187–201.doi:10.1056/NEJMoa2101544
      OpenUrl
    34. ↵
      2. Sadoff J ,
      3. Davis K ,
      4. Douoguih M
      . Thrombotic Thrombocytopenia after Ad26.COV2.S Vaccination - Response from the Manufacturer. N Engl J Med 2021;384:1965–6.doi:10.1056/NEJMc2106075 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33861522
      OpenUrlPubMed
    35. ↵
      2. Logunov DY ,
      3. Dolzhikova IV ,
      4. Shcheblyakov DV , et al
      . Safety and efficacy of an RAD26 and RAD5 vector-based heterologous prime-boost COVID-19 vaccine: an interim analysis of a randomised controlled phase 3 trial in Russia. Lancet 2021;397:671–81.doi:10.1016/S0140-6736(21)00234-8 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33545094
      OpenUrlCrossRefPubMed
    36. ↵
      2. Scully M ,
      3. Singh D ,
      4. Lown R , et al
      . Pathologic antibodies to platelet factor 4 after ChAdOx1 nCoV-19 vaccination. N Engl J Med 2021;384:2202-2211. doi:10.1056/NEJMoa2105385 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33861525
      OpenUrlPubMed
    37. ↵
      2. Al-Mayhani T ,
      3. Saber S ,
      4. Stubbs MJ , et al
      . Ischaemic stroke as a presenting feature of ChAdOx1 nCoV-19 vaccine-induced immune thrombotic thrombocytopenia. J Neurol Neurosurg Psychiatry 2021. doi:doi:10.1136/jnnp-2021-326984. [Epub ahead of print: 25 May 2021].pmid:http://www.ncbi.nlm.nih.gov/pubmed/34035134
    38. ↵
      1. European Medicines Agency
      . AstraZeneca’s COVID-19 vaccine: EMA finds possible link to very rare cases of unusual blood clots with low blood platelets Share, 2021. Available: https://www.ema.europa.eu/en/news/astrazenecas-covid-19-vaccine-ema-finds-possible-link-very-rare-cases-unusual-blood-clots-low-blood [Accessed 8 Apr 2021].
    39. ↵
      2. Schultz NH ,
      3. Sørvoll IH ,
      4. Michelsen AE , et al
      . Thrombosis and thrombocytopenia after ChAdOx1 nCoV-19 vaccination. N Engl J Med 2021;384:2124–30.doi:10.1056/NEJMoa2104882 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33835768
      OpenUrlPubMed
    40. ↵
      2. Greinacher A ,
      3. Thiele T ,
      4. Warkentin TE , et al
      . Thrombotic thrombocytopenia after ChAdOx1 nCov-19 vaccination. N Engl J Med 2021;384:2092–101.doi:10.1056/NEJMoa2104840 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33835769
      OpenUrlCrossRefPubMed
    41. ↵
      1. Joint Committee on Vaccines and Immunisation (JCVI)
      . JCVI statement on use of the AstraZeneca COVID-19 vaccine: 7 April 2021, 2021. Available: https://www.gov.uk/government/publications/use-of-the-astrazeneca-covid-19-vaccine-jcvi-statement/jcvi-statement-on-use-of-the-astrazeneca-covid-19-vaccine-7-april-2021 [Accessed 8 Apr 2021].
    42. ↵
      Covid: Germany limits use of AstraZeneca Covid Jab for under-60s. BBC news, 2021. Available: https://www.bbc.co.uk/news/world-europe-56580728
    43. ↵
      2. Pottegård A ,
      3. Lund LC ,
      4. Karlstad Øystein , et al
      . Arterial events, venous thromboembolism, thrombocytopenia, and bleeding after vaccination with Oxford-AstraZeneca ChAdOx1-S in Denmark and Norway: population based cohort study. BMJ 2021;373:n1114. doi:10.1136/bmj.n1114 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33952445
      OpenUrlAbstract/FREE Full Text
    44. ↵
      2. Ogbebor O ,
      3. Seth H ,
      4. Min Z , et al
      . Guillain-Barré syndrome following the first dose of SARS-CoV-2 vaccine: a temporal occurrence, not a causal association. IDCases 2021;24:e01143. doi:10.1016/j.idcr.2021.e01143 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33968610
      OpenUrlPubMed
    45. ↵
      2. Colella G ,
      3. Orlandi M ,
      4. Cirillo N
      . Bell's palsy following COVID-19 vaccination. J Neurol 2021. doi:doi:10.1007/s00415-021-10462-4. [Epub ahead of print: 21 Feb 2021].pmid:http://www.ncbi.nlm.nih.gov/pubmed/33611630
    46. ↵
      2. Cao L ,
      3. Ren L
      . Acute disseminated encephalomyelitis after severe acute respiratory syndrome coronavirus 2 vaccination: a case report. Acta Neurol Belg 2021. doi:doi:10.1007/s13760-021-01608-2. [Epub ahead of print: 01 Feb 2021].pmid:http://www.ncbi.nlm.nih.gov/pubmed/33527327
    47. ↵
      2. Román GC ,
      3. Gracia F ,
      4. Torres A , et al
      . Acute Transverse Myelitis (ATM):Clinical Review of 43 Patients With COVID-19-Associated ATM and 3 Post-Vaccination ATM Serious Adverse Events With the ChAdOx1 nCoV-19 Vaccine (AZD1222). Front Immunol 2021;12:879. doi:10.3389/fimmu.2021.653786
    48. ↵
      2. Zavala-Jonguitud LF ,
      3. Pérez-García CC
      . Delirium triggered by COVID-19 vaccine in an elderly patient. Geriatr Gerontol Int 2021;21:540.doi:10.1111/ggi.14163 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33829614
      OpenUrlPubMed
    49. ↵
      2. Ghosh R ,
      3. Dubey S ,
      4. Roy D , et al
      . Focal onset non-motor seizure following COVID-19 vaccination: a mere coincidence? Diabetes Metab Syndr 2021;15:1023–4.doi:10.1016/j.dsx.2021.05.003 pmid:http://www.ncbi.nlm.nih.gov/pubmed/34000712
      OpenUrlPubMed
    50. ↵
      2. Volpicelli G
      . They claimed the Covid vaccine made them Sick—and went viral. wired, 2021. Available: https://www.wired.com/story/they-claimed-the-covid-vaccine-made-them-sick-and-went-viral/
    51. ↵
      1. Functional Neurological Disorder Society
      . FNDS press release COVID vaccines, 2021. Available: https://www.fndsociety.org/UserFiles/file/FNDSSocietyPressReleaseCOVIDVaccines.pdf [Accessed 20 Feb 2021].
    52. ↵
      2. Hause AM ,
      3. Gee J ,
      4. Johnson T , et al
      . Anxiety-Related Adverse Event Clusters After Janssen COVID-19 Vaccination - Five U.S. Mass Vaccination Sites, April 2021. MMWR Morb Mortal Wkly Rep 2021;70:685–8.doi:10.15585/mmwr.mm7018e3 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33956781
      OpenUrlPubMed
    53. ↵
      1. Brighton Collaboration
      . Brighton collaboration publications and related tools. Available: https://brightoncollaboration.us/category/pubs-tools/
    54. ↵
      2. Leonhard SE ,
      3. Mandarakas MR ,
      4. Gondim FAA , et al
      . Diagnosis and management of Guillain-Barré syndrome in ten steps. Nat Rev Neurol 2019;15:671–83.doi:10.1038/s41582-019-0250-9 pmid:http://www.ncbi.nlm.nih.gov/pubmed/31541214
      OpenUrlPubMed
    55. ↵
      1. World Health Organization
      . Causality assessment of an adverse event following immunization (AEFI): updated user manual for the revised who classification. World Health Organization, 2019.
    56. ↵
      1. Expert Haematology Panel
      . Guidance from the expert haematology panel (Ehp) on Covid-19 vaccine-induced immune thrombocytopenia and thrombosis (VITT), 2021. Available: https://b-s-h.org.uk/media/19718/guidance-v20-20210528-002.pdf
    57. ↵
      2. Hampton LM ,
      3. Aggarwal R ,
      4. Evans SJW , et al
      . General determination of causation between Covid-19 vaccines and possible adverse events. Vaccine 2021;39:1478–80.doi:10.1016/j.vaccine.2021.01.057 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33558107
      OpenUrlPubMed
    58. ↵
      2. Lawlor DA ,
      3. Tilling K ,
      4. Davey Smith G
      . Triangulation in aetiological epidemiology. Int J Epidemiol 2016;45:1866–86.doi:10.1093/ije/dyw314 pmid:http://www.ncbi.nlm.nih.gov/pubmed/28108528
      OpenUrlCrossRefPubMed
    59. ↵
      1. Facial Palsy UK Medical Advisory Board
      . Facial palsy and Covid-19 vaccine. Available: https://www.facialpalsy.org.uk/news/facial-palsy-and-covid-19-vaccine/
    60. ↵
      2. Fairgrieve D ,
      3. Holm S ,
      4. Howells G , et al
      . In favour of a bespoke COVID-19 vaccines compensation scheme. Lancet Infect Dis 2021;21:448–50.doi:10.1016/S1473-3099(21)00065-7 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33548195
      OpenUrlPubMed
    61. ↵
      1. GOV.UK
      . Vaccine damage payment, 2021. Available: https://www.gov.uk/vaccine-damage-payment [Accessed 27 May 2021].
    62. ↵
      2. Keynejad RC ,
      3. Frodl T ,
      4. Kanaan R , et al
      . Stress and functional neurological disorders: mechanistic insights. J Neurol Neurosurg Psychiatry 2019;90:813–21.doi:10.1136/jnnp-2018-318297 pmid:http://www.ncbi.nlm.nih.gov/pubmed/30409887
      OpenUrlAbstract/FREE Full Text
    63. ↵
      2. Butler M ,
      3. Coebergh J ,
      4. Safavi F
      . Functional neurological disorder after SARS-CoV-2 vaccines: two case reports and discussion of potential public health implications. J Neuropsychiatry Clin Neurosci 2021.
    64. ↵
      2. Wieder L ,
      3. Brown R ,
      4. Thompson T , et al
      . Suggestibility in functional neurological disorder: a meta-analysis. J Neurol Neurosurg Psychiatry 2021;92:150–7.doi:10.1136/jnnp-2020-323706 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33219037
      OpenUrlAbstract/FREE Full Text
    65. ↵
      2. Edwards MJ ,
      3. Adams RA ,
      4. Brown H , et al
      . A Bayesian account of ‘hysteria’. Brain 2012;135:3495–512.doi:10.1093/brain/aws129
      OpenUrlCrossRefPubMedWeb of Science
    66. ↵
      2. Bartholomew RE ,
      3. Wessely S ,
      4. Rubin GJ
      . Mass psychogenic illness and the social network: is it changing the pattern of outbreaks? J R Soc Med 2012;105:509–12.doi:10.1258/jrsm.2012.120053 pmid:http://www.ncbi.nlm.nih.gov/pubmed/23288084
      OpenUrlCrossRefPubMed
    67. ↵
      2. Dongkyung D ,
      3. Kung C ,
      4. Perez D
      . Helping the public understand adverse events associated with COVID-19 vaccinations. JAMA Neurol 2021.
    68. ↵
      2. Loharikar A ,
      3. Suragh TA ,
      4. MacDonald NE , et al
      . Anxiety-Related adverse events following immunization (AEFI): a systematic review of published clusters of illness. Vaccine 2018;36:299–305.doi:10.1016/j.vaccine.2017.11.017 pmid:http://www.ncbi.nlm.nih.gov/pubmed/29198916
      OpenUrlPubMed
    69. ↵
      2. Simas C ,
      3. Munoz N ,
      4. Arregoces L , et al
      . Hpv vaccine confidence and cases of mass psychogenic illness following immunization in Carmen de Bolivar, Colombia. Hum Vaccin Immunother 2019;15:163–6.doi:10.1080/21645515.2018.1511667
      OpenUrlCrossRefPubMed
    70. ↵
      2. Wolfe RM ,
      3. Sharp LK
      . Anti-vaccinationists past and present. BMJ 2002;325:430–2.doi:10.1136/bmj.325.7361.430 pmid:http://www.ncbi.nlm.nih.gov/pubmed/12193361
      OpenUrlFREE Full Text
    71. ↵
      2. Craven J
      . COVID-19 vaccine tracker [Internet]. Regulatory Focus, 2021. Available: https://www.raps.org/news-and-articles/news-articles/2020/3/covid-19-vaccine-tracker [Accessed 10 Apr 2021].
    72. ↵
      2. Hill AB
      . The environment and disease: association or causation? Proc R Soc Med 1965;58:295–300.doi:10.1177/003591576505800503
      OpenUrlCrossRefPubMedWeb of Science
      2. Bonhoeffer J ,
      3. Menkes J ,
      4. Gold MS , et al
      . Generalized convulsive seizure as an adverse event following immunization: case definition and guidelines for data collection, analysis, and presentation. Vaccine 2004;22:557–62.doi:10.1016/j.vaccine.2003.09.008 pmid:http://www.ncbi.nlm.nih.gov/pubmed/14741144
      OpenUrlCrossRefPubMedWeb of Science
      2. Salmon DA ,
      3. Dudley MZ ,
      4. Carleton BC
      . Guillain-Barré syndrome following influenza vaccines affords opportunity to improve vaccine confidence. J Infect Dis 2021;223:355–8.doi:10.1093/infdis/jiaa544 pmid:http://www.ncbi.nlm.nih.gov/pubmed/33137189
      OpenUrlPubMed

    Footnotes

    • MB and AT are joint first authors.

    • BDM and TRN are joint senior authors.

    • Twitter @mattbutlerpsych, @Tim_R_Nicholson

    • Contributors MB and AT produced the first draft. MB, AT, GKW, ME, RHT, IG, SP, TS, TAP, BDM and TRN significantly contributed to the first draft. BS contributed additional content post peer review. MB, AT, GKW, ME, RHT, IG, SP, BS, TS and TAP all reviewed final manuscript. BDM and TRN provided supervisory input and approved final manuscript.

    • Funding MB is an National Institute for Health Research (NIHR) Academic Clinical Fellow (ACF-2019-17-008). TAP is supported by a NIHR Clinical Lectureship. TS is supported by the NIHR Health Protection Research Unit in Emerging and Zoonotic Infections (Grant Nos. IS-HPU-1112-10117 and NIHR200907), NIHR Programme Grant for Applied Research (No. RP-PG-0108-10,048), NIHR Global Health Research Group on Brain Infections (No. 17/63/110) and the European Union's Horizon 2020 research and innovation program ZikaPLAN (Preparedness Latin America Network), grant agreement No. 734584. BDM is supported to conduct COVID-19 neuroscience research by the UKRI/MRC (MR/V03605X/1); for additional neurological inflammation research due to viral infection, BDM is also supported by grants from the MRC/UKRI (MR/V007181//1), MRC (MR/T028750/1) and Wellcome (ISSF201902/3).

    • Competing interests None declared.

    • Provenance and peer review Not commissioned; externally peer reviewed.