Literature DB >> 35198288

Analysis of Neurological Adverse Events Reported in VigiBase From COVID-19 Vaccines.

Siddhartha Dutta1, Rimplejeet Kaur2, Jaykaran Charan2, Pankaj Bhardwaj3, Sneha R Ambwani2, Shoban Babu2, Jagdish P Goyal4, Mainul Haque5.   

Abstract

BACKGROUND: Fifteen COVID-19 vaccines have been granted emergency approval before the completion of conventional phases of clinical trials. The present study aimed to analyze the neurological adverse events (AEs) post-COVID-19 vaccination and focuses on determining the association of AEs with the vaccine.
METHODOLOGY: The neurological AEs reported for COVID-19 vaccines in the WHO pharmacovigilance database (VigiBase) were extracted from the System Organ Classes - neurological disorders and investigations. Descriptive statistics are reported as percentage and frequency and the disproportionality analysis was also conducted.
RESULTS: For the neurological system, 19,529 AEs were reported. Of these, 15,638 events were reported from BNT162b2 vaccine, 2,751 from AZD1222 vaccine, 1,075 from mRNA-1273 vaccine, eight from Vero vaccine, two from Covaxin, and for 55 AEs, vaccine name was not mentioned. The reason for more AEs reported with BNT162b2 can be maximum vaccination with BNT162b2 vaccine in the study period. According to the disproportionality analysis based on IC025 value, ageusia, anosmia, burning sensation, dizziness, facial paralysis, headache, hypoaesthesia, lethargy, migraine, neuralgia, paresis, parosmia, poor sleep quality, seizure, transient ischemic attack, and tremor are some of the AEs that can be associated with the administration of the vaccine.
CONCLUSION: The vaccines should be monitored for these AEs till the causality of these AEs with COVID-19 vaccines is established through further long-term follow-up studies. These neurological AEs reported in VigiBase should not be taken as conclusive and mass vaccination should be carried out to control the pandemic until a definite link of these adverse effects is established.
Copyright © 2022, Dutta et al.

Entities:  

Keywords:  adverse events; adverse events following immunization; azd1222; bnt162b2; covid-19 vaccines; mrna-1273; neurological disorders; sars-cov-2 (severe acute respiratory syndrome coronavirus -2)

Year:  2022        PMID: 35198288      PMCID: PMC8852793          DOI: 10.7759/cureus.21376

Source DB:  PubMed          Journal:  Cureus        ISSN: 2168-8184


Introduction

COVID-19 is an acute respiratory illness caused by the SARS-CoV-2 virus. Since its initial report in December 2019 in Wuhan, China, COVID-19 has rattled the global research to combat this deadly virus. As of now on April 7, 2021, it has infected 270,791,973 individuals including 5,318,216 deaths [1]. The sudden spike in the number of cases led to a shortage of various medicines and personal protective equipment in many countries and imposed a lockdown to stop the spread of the virus further worsening the daily life of people across the globe [2-4]. The research related to the COVID-19 virus is exploring mainly four arenas- dissecting the virus itself, exploring the diagnostic tools, finding the prevention and the treatment modalities. Various modalities, repurposed drugs, complementary and alternative medicines, vitamins, nutraceuticals, and immune-boosters were being used to tackle the condition as there was no definitive treatment [5-9]. The drugs being explored for treatment include drugs like hydroxychloroquine, remdesivir, favipiravir, tocilizumab, ivermectin, baricitinib, etc. Numerous studies were conducted to observe the safety and efficacy of these drugs in COVID-19 [6,7,10-12]. As of May 19, 2021, 15 vaccines were approved for COVID-19 namely Comirnaty (BNT162b2), Moderna COVID‑19 vaccine (mRNA-1273), AstraZeneca COVID-19 vaccine (AZD1222); also known as Vaxzevria and Covishield, Sputnik V, Sputnik Light, COVID-19 vaccine Janssen (JNJ-78436735; Ad26.COV2.S), CoronaVac, BBIBP-CorV, EpiVacCorona, Convidicea (Ad5-nCoV), Covaxin, WIBP-CorV, CoviVac, ZF2001, and QazVac (QazCovid-in) [13]. In view of the initial pandemic scenario, all vaccines were granted emergency approval trials based on the data generated from the initial phases of clinical trials, before completion of all the phases of a clinical trial [14-16]. The remaining phases of clinical trials were continuing to confirm their safety and efficacy. Thus, it was imperative to monitor the adverse events reported post-COVID-19 vaccination. There were scattered reports of neurological adverse events following the COVID-19 vaccination [17-19]. Thus, the present study was planned by the authors in order to evaluate the neurological adverse events reported in the WHO pharmacovigilance database, VigiBase. VigiBase is the global post-marketing pharmacovigilance database maintained by WHO, which contains the adverse events of approved drugs reported from all over the world [20]. VigiBase database had been used previously to analyze the safety profile of many drugs and vaccines including the therapies used for treatment and prevention of COVID-19 [6,7,10,11,21,22]. We evaluated all the neurological adverse events reported for COVID-19 vaccines in VigiBase. We also analyzed if there exists any relationship between the reported adverse events and the vaccines. This study was also planned to generate a safety signal for COVID-19 vaccines in the prime stage and provide a platform for other studies for generating or detecting the safety data of COVID-19 vaccines.

Materials and methods

The authors used VigiBase for analysis of adverse events related to COVID-19 Vaccines reported between December 15, 2020, and January 24, 2021. VigiBase is a global pharmacovigilance database established in 1978 and consists of over 20 million reports of suspected adverse events reported since its origin by its 130 member countries which represent 90% of the world population [20,23,24]. VigiBase is linked with MedDRA, WHO-ART, WHO-ICD in order to facilitate uniform data entry, retrieval, and analysis. The adverse events are reported as Individual Case Safety Report (ICSR). ICSR is also termed as “spontaneous” or “voluntary” when the reports are generated in the post-marketing phase of the drug when it is available for general use [20,23-25]. The adverse events reported in VigiBase are in a structured form that consists of information regarding three domains: patient (age, gender, country, and continent of residence), drug (name, start and end date, dose, route of administration, and the indication for use), and adverse event (type of event, onset date, seriousness, causality, and the outcome). The drugs are coded in VigiBase in alliance with the WHO Drug Dictionary enhanced including the Anatomical Therapeutic Classification. The adverse events are also reported and coded in accordance with the Medical Dictionary for Regulatory Authorities (MedDRA) and the WHO adverse reaction Terminology [25,26]. The information in the MedDRA is contained as highly standardized medical terminology to allow the global sharing of consistent regulatory information for drugs used by humans [27,28]. In the VigiBase, the information related to adverse events is recorded in accordance with MedDRA in a highly specific hierarchical order containing five levels: lowest level terms (LTTs), preferred terms (PTs), high-level terms (HLTs), high-level group terms (HLGTs), and system organ classes (SOCs) [28,29]. In the present study, the SOC and PT were used for analysis. The PT contains the specific disease, symptom, therapeutic indication, and surgical or medical procedures. The PT is arranged into SOC according to the etiology (infections and infestations), manifestation site (e.g., neurological disorder, musculoskeletal disorder), or purpose (medical or surgical procedure) [30]. The present study incorporated all suspected neurological adverse events reported in VigiBase after administration of COVID-19 vaccines - BNT162b2, AZD1222, mRNA-1273, Covaxin, and unknown vaccines (vaccine for which no name is mentioned in the ICSR form) between December 15, 2020, and January 24, 2021. The authors extracted SOC - neurological disorders and investigations from the database. The SOC investigation was cleaned further to remove all adverse events except for those related to the neurological system. The individual neurological adverse events are reported as frequency and percentage. The authors also used disproportionality analysis, the method of signal detection for the adverse events that are spontaneously reported in the database. In disproportionality analysis, the Frequentist and the Bayesian information component (IC) methods are applied to compare the drug adverse event pair with the other drug adverse events pairs of the database to evaluate if the observed frequency of the events for a drug is more than expected [31-35]. The IC was used by the authors to evaluate the relationship between the specific adverse events to COVID-19 vaccine administration. IC is a Bayesian method of signal generation, and it can avoid false-positive results when events are low [31,35]. In order to link a particular adverse event to a specific drug (COVID-19 vaccine in the current study), the lower limit of IC025 should have a positive value. Since in the present study, the frequency of many adverse events was less than four, thus the authors used only IC025 values and not the ROR or PRR values. Although, in this study, the reporting odds ratios (ROR) and proportional odds ratios (POR) were not used to link the events with the vaccines, but for the events with positive IC025, the ROR and POR with 95% credibility Interval were also mentioned. The event was not considered to be linked to the vaccine if its IC025 value was negative and the ROR or PRR was more than 1. The IC025 values were calculated separately for the different age groups and genders. Descriptive statistics were reported in the form of frequency and percentage. Statistical Package for Social Science version 17 (SPSS Inc., Chicago, IL, USA) was used for analysis. Institutional Ethics Committee exempted this project from the ethics review as this study is based on secondary data analysis which involves no direct contact with any human subject.

Results

This study is based on adverse events reported in the VigiBase database from December 15, 2020 to January 24, 2021. In this period, 103,954 adverse events were reported from 30,532 subjects who were administered the COVID-19 vaccine. Out of 103,954, 19,529 AEs were related to clinical events and investigations related to the neurological system. Total 15,638 events were reported from the BNT162b2 vaccine, 2,751 from AZD1222 vaccine, 1,075 from mRNA-1273 vaccine, eight from Vero vaccine, two from Covaxin, and for 55 AEs vaccine name was not mentioned. Neurological AEs reported from the abovementioned vaccines are summarized in Supplementary Tables 1-6.
Table 1

Disproportionality analysis of various neurological adverse events associated with COVID-19 vaccines.

OR - odd ratios; POR - proportional odd ratios

TermTextStratification  (Full database/ Age/Gender)PopulationOR  IC025POR
AgeusiaAge group18 - 44 years6.3 (5.0-7.9)2.2236.2(5.0-7.8)
AgeusiaAge groupAge group 45 - 64 years4.1(3.1-5.3)1.5674.0(3.1-5.3)
AgeusiaAge groupAge Group unknown4.9(2.9-8.3)1.2454.9(2.9-8.2)
AgeusiaGenderGender Male5.8(4.3-7.9)1.9685.8 (4.3-7.8)
AgeusiaGenderGender Female4.0(3.3-4.8)1.6683.9(3.3-4.8)
AgeusiaFull databaseAll subjects4.4(3.7-5.1)1.8644.4(3.7-5.1)
AllodyniaAge groupAge group 18 - 44 years14.1(6.2-31.9)1.40414.1(6.2-31.9)
AllodyniaGenderGender Female8.6(3.6-20.8)0.8088.6(3.6-20.8)
AllodyniaFull databaseAll subjects11.2(5.3-23.6)1.46611.2(5.3-23.6)
AnesthesiaAge groupAge group 45 - 64 years80.2(38.1-168.8)2.62180.2(38.1-168.5)
AnesthesiaGenderGender Female34.6(17.7-68.0)2.52034.6(17.7-68.0)
AnesthesiaFull databaseAll subjects32.1(17.0-60.5)2.64032.1(17.0-60.4)
AnosmiaAge groupAge group 18 - 44 years10.3(7.9-13.3)2.80810.2(7.9-13.3)
AnosmiaAge groupAge group 45 - 64 years5.9(4.3-8.1)1.9765.9(4.3-8.1)
AnosmiaAge groupAge group 65 - 74 years11.3(4.2-30.3)0.65811.3(4.2-30.0)
AnosmiaAge groupAge Group unknown12.2(7.7-19.9)2.50812.1(7.7-18.9)
AnosmiaGenderGender Male12.8(9.3-17.6)2.95912.7(9.3-17.5)
AnosmiaGenderGender Female6.3(5.1-7.9)2.2716.3(5.1-7.8)
AnosmiaFull databaseAll subjects7.7(6.5-9.3)2.6307.7(6.5-9.2)
AuraAge groupAge group 18 - 44 years5.0(2.2-11.2)0.5485.0(2.2-11.2)
AuraGenderGender Female3.7(1.6-8.2)0.2243.7(1.6-8.2)
AuraGenderGender Male11.2(3.6-34.8)0.13311.2(3.6-34.7)
AuraFull databaseAll subjects4.9(2.6-9.5)0.9354.9(2.6-9.5)
Balance disorderAge groupAge group ≥ 75 years2.2(1.4-3.4)0.4222.2(1.4-3.4)
Balance disorderGenderGender Male1.7(1.1-2.4)0.1281.7(1.1-2.4)
Burning sensationAge groupAge group 18 - 44 years1.5(1.2-1.8)0.1861.5 (1.2-1.8)
Burning sensationAge groupAge group 45 - 64 years1.6(1.2-2.1)0.2831.6(1.2-2.1)
Burning sensationGenderGender Female1.4(1.1-1.6)0.1851.4(1.1-1.6)
Burning sensationFull databaseAll subjects1.5(1.3-1.8)0.3561.5(1.3-1.8 )
Cervicobrachial syndromeGenderGender Female7.0(2.9-17.0)0.6457.0(2.9-17.0)
Cervicobrachial syndromeFull databaseAll subjects7.4(3.3-16.6)0.9297.4(3.3-16.6)
Cluster headacheAge groupAge group 18 - 44 years15.2(9.2-25.1)2.56615.1(9.2-25.0)
Cluster headacheAge groupAge group 45 - 64 years18.7(10.5-33.2)2.49318.6(10.5-33.1)
Cluster headacheGenderGender Female24.0(16.4-35.0)3.46824.0(16.4-35.0)
Cluster headacheFull databaseAll subjects19.5(13.6-27.9)3.33319.5(13.6-27.8)
DizzinessAge groupAge group 0 - 27 days15.3(5.4-43.6)0.76113.6(5.4-34.4)
DizzinessAge groupAge group 28 days to 23 months81.3(46.6-141.8)3.53073.3(44.4-121.2)
DizzinessAge groupAge group 2 - 11 years4.7(2.3-9.7)0.7234.5(2.3-8.7)
DizzinessAge groupAge group 18 - 44 years2.6(2.5-2.7)1.2062.4(2.3-2.5)
DizzinessAge groupAge group 45 - 64 years2.2(2.1-2.4)0.9732.1(2.0-2.2)
DizzinessAge groupAge group 65 - 74 years2.2(1.7-2.8)0.6792.1(1.7-2.6)
DizzinessAge groupAge group ≥ 75 years1.4(1.2-1.6)0.1911.4(1.2-1.6)
DizzinessAge groupAge Group unknown3.1(2.7-3.6)1.3343.0(2.6-3.4)
DizzinessGenderGender Male2.2(2.0-2.5)0.9712.2(2.0-2.4)
DizzinessGenderGender Female2.7(2.6-2.8)1.2792.5(2.4-2.6)
DizzinessGenderGender not known4.4(3.4-5.7)1.6304.2(3.3-5.3)
DizzinessFull databaseAll subjects2.8(2.7-2.9)1.3562.7(2.6-2.7)
Dizziness posturalAge groupAge group 18 - 44 years21.1(16.7-26.6)3.79021.0(16.7-26.4)
Dizziness posturalAge groupAge group 45 - 64 years13.7(10.2-18.5)3.09513.7(10.2-18.5)
Dizziness posturalAge groupAge group 65 - 74 years16.4(6.8-39.6)1.23916.3(6.8-39.1)
Dizziness posturalAge groupAge group ≥ 75 years6.8(3.2-14.4)1.0306.8(3.2-14.3)
Dizziness posturalAge groupAge Group unknown13.8(6.9-27.7)1.80213.7(6.9-27.5)
Dizziness posturalGenderGender Male8.5(5.3-13.5)2.0658.4(5.3-13.4)
Dizziness posturalGenderGender Female17.4(14.5-20.9)3.71117.3(14.5-20.8)
Dizziness posturalGenderGender not known48.6(19.9-118.5)1.65448.3(19.9-117.2)
Dizziness posturalFull databaseAll Subjects15.5(13.1-18.3)3.60515.4(13.1-18.2)
DysgeusiaAge groupAge group 18 - 44 years3.7(3.3-4.3)1.6653.7(3.2-4.2)
DysgeusiaAge groupAge group 45 - 64 years3.7(3.2-4.3)1.6423.7(3.2-4.2)
DysgeusiaAge groupAge group 65 - 74 years3.1(1.7-5.8)0.4583.1(1.7-5.7)
DysgeusiaAge groupAge Group unknown3.1(2.2-4.5)0.9983.1(2.1-4.5)
DysgeusiaGenderGender Male2.6(2.0-3.4)0.9502.6(2.0-3.4)
DysgeusiaGenderGender Female3.6(3.3-4.0)1.6833.6(3.2-4.0)
DysgeusiaGenderGender not known7.6(4.9-11.9)1.9827.5(4.8-11.5)
DysgeusiaFull databaseAll Subjects3.7(3.4-4.1)1.7333.7(3.4-4.0)
DysstasiaAge groupAge group 18 - 44 years2.5(1.6-4.0)0.5572.5(1.6-4.0)
Exertional headacheGenderGender Female57.8(20.6-162.3)1.22857.8(20.6-162.2)
Exertional headacheFull databaseAll Subjects50.7(18.4-139.6)1.20850.7(18.4-139.6)
Facial paralysisAge groupAge group 18 - 44 years5.7(4.4-7.3)2.0575.7(4.4-7.2)
Facial paralysisAge groupAge group 45 - 64 years6.8(5.1-9.1)2.2186.8(5.1-9.0)
Facial paralysisAge groupAge group ≥ 75 years11.7(6.8-20.3)2.16111.6(6.7-20.1)
Facial paralysisGenderGender Male12.8(9.7-16.9)3.06912.7(9.6-16.7)
Facial paralysisGenderGender Female6.1(5.0-7.5)2.2586.1(5.0-7.5)
Facial paralysisAge groupAge Group unknown18.3(11.9-28.1)3.00818.1(11.8-27.8)
Facial paralysisFull databaseAll Subjects7.6(6.4-8.9)2.6317.6(6.4-8.9)
Facial paresisAge groupAge group 18 - 44 years5.2(3.1-8.8)1.3115.2(3.1-8.8)
Facial paresisAge groupAge group 45 - 64 years5.1(2.5-10.2)0.8615.1(2.5-10.2)
Facial paresisAge groupAge group ≥ 75 years10.4(3.3-32.4 )0.09310.4(3.3-32.3)
Facial paresisGenderGender Male7.9(3.5-17.6)0.9847.9(3.5-17.6)
Facial paresisGenderGender Female4.7(3.0-7.4)1.4074.7(3.0-7.4)
Facial paresisFull databaseAll Subjects5.6(3.8-8.2)1.7505.6(3.8-8.2)
Facial spasmAge groupAge group 18 - 44 years7.2(3.4-15.2)1.0657.2(3.4-15.2)
Facial spasmGenderGender Female6.2(3.1-12.4)1.0686.2(3.1-12.4)
Facial spasmFull databaseAll Subjects6.1(3.2-11.8)1.1736.1(3.2-11.8)
Febrile convulsionAge groupAge group 18 - 44 years7.2(2.7-19.5)0.3437.2(2.7-19.5)
Head discomfortAge groupAge group 18 - 44 years2.2(1.5-3.2)0.5442.2(1.5-3.2)
Head discomfortAge groupAge group 45 - 64 years2.7(1.9-3.8)0.8532.7(1.9-3.7)
Head discomfortGenderGender Female2.1(1.6-2.7)0.6432.1(1.6-2.7)
Head discomfortGenderGender Male2.7(1.5-4.7)0.3932.7(1.5-4.7)
Head discomfortFull databaseAll Subjects2.4(1.9-3.0)0.8652.4(1.9-3.0)
HeadacheAge groupAge group 0 - 27 days43.9(18.9-101.7)2.15135.0(17.9-68.6)
HeadacheAge groupAge group 28 days to 23 months207.9(143.8-300.4)5.244147.7(113.4-192.4)
HeadacheAge groupAge group 2 - 11 years13.2(8.9-19.6)2.5609.4(7.1-12.3)
HeadacheAge groupAge group 12 - 17 years3.6(1.7-8.0)0.2913.1(1.7-5.7)
HeadacheAge groupAge group 18 - 44 years9.0(8.7-9.3)2.6506.6(6.4-6.8)
HeadacheAge groupAge group 45 - 64 years8.8(8.4-9.1)2.6456.6(6.4-6.8)
HeadacheAge groupAge group 65 - 74 years6.9(5.7-8.3)2.2615.8(5.0-6.7)
HeadacheAge groupAge group ≥ 75 years4.6(4.0-5.3)1.8824.3(3.8-4.8)
HeadacheAge groupAge Group unknown8.5(7.7-9.4)2.6607.0(6.4-7.5)
HeadacheGenderGender Male9.9(9.3-10.4)2.8907.9(7.5-8.2)
HeadacheGenderGender Female8.9(8.6-9.1)2.6806.6(6.5-6.8)
HeadacheGenderGender not known18.0(15.5-20.9)3.50513.4(12.0-14.9)
HeadacheFull databaseAll Subjects10.0(9.7-10.2)2.8717.5(7.4-7.7)
HemiparaesthesiaAge groupAge group 18 - 44 years17.1(6.2-46.8)0.85317.1(6.2-46.8)
HemiparaesthesiaGenderGender Female18.3(7.5-44.7)1.28718.3(7.5-44.7)
HemiparaesthesiaFull databaseAll Subjects21.1(9.4-47.5)1.66021.1(9.4-47.5)
HemiparesisAge groupAge group ≥ 75 years4.9(2.7-8.9)1.0814.9(2.7-8.8)
HyperaesthesiaAge groupAge group 18 - 44 years2.8(1.9-4.2)0.7972.8(1.9-4.2)
HyperaesthesiaGenderGender Female2.7(1.9-3.8)0.8292.7(1.9-3.8)
HyperaesthesiaFull databaseAll Subjects2.7(1.9-3.7)0.8902.7(1.9-3.7)
HypersomniaAge groupAge group 45 - 64 years3.0(2.0-4.3)0.8973.0(2.0-4.3)
HypersomniaGenderGender Female1.7(1.3-2.3)0.2831.7(1.3-2.3)
HypersomniaFull databaseAll Subjects1.6(1.2-2.2)0.2601.6(1.2-2.2)
HypoaesthesiaAge groupAge group 18 - 44 years2.7(2.4-2.9)1.2332.6(2.4-2.9)
HypoaesthesiaAge groupAge group 45 - 64 years2.8(2.5-3.1)1.2582.7(2.4-3.1)
HypoaesthesiaAge groupAge group 65 - 74 years2.7(1.6-4.7)0.4592.7(1.6-4.60
HypoaesthesiaAge groupAge Group unknown2.3(1.6-3.3)0.6012.3(1.6-3.2)
HypoaesthesiaGenderGender Male2.5(2.0-3.1)0.9852.5(2.0-3.0)
HypoaesthesiaGenderGender Female3.0(2.8-3.3)1.4593.0(2.8-3.2)
HypoaesthesiaGenderGender not known6.5(4.0-10.6)1.7046.4(4.0-10.3)
HypoaesthesiaFull databaseAll Subjects3.3(3.1-3.5)1.5863.2(3.0-3.5)
HypogeusiaAge groupAge group 18 - 44 years4.7(1.9-11.4)0.2784.7(1.9-11.4)
HypogeusiaGenderGender Male6.8(2.5-18.1)0.3056.8(2.5-18.1)
HypogeusiaFull databaseAll Subjects3.0(1.5-6.0)0.2523.0(1.5-6.0)
Hyporesponsive to stimuliGenderGender Female4.7(2.0-11.4)0.2854.7(2.0-11.4)
HyposmiaAge groupAge group 18 - 44 years6.0(2.2-16.0)0.1906.0(2.2-16.0)
HyposmiaAge groupAge group 45 - 64 years8.1(3.6-18.0)0.9968.0(3.6-18.0)
HyposmiaGenderGender Male9.9(3.2-30.7)0.0679.8(3.2-30.6)
HyposmiaGenderGender Female5.7(2.7-12.1)0.8565.7(2.7-12.1)
HyposmiaFull databaseAll Subjects6.6(3.5-12.3)1.3426.6(3.5-12.3)
HypotoniaAge groupAge group ≥ 75 years5.3(2.4-11.8)0.6055.3(2.4-11.7)
Ischaemic strokeAge groupAge group ≥ 75 years3.6(2.0-6.6)0.7263.6(2.0-6.6)
LethargyGenderNot known17.0(11.2-25.7)2.97616.5(11.0-24.8)
LethargyAge groupAge group 18 - 44 years8.0(7.0-9.1)2.7347.9(6.9-8.9)
LethargyAge groupAge group unknown9.0(6.6-12.2)2.5458.9(6.6-12.0)
LethargyFull databaseAll Subjects5.9(5.4-6.5)2.3905.8(5.3-6.4)
LethargyGenderGender Female5.7(5.1-6.4)2.3175.6(5.1-6.3)
LethargyAge groupAge group 45 - 64 years5.8(4.9-6.8)2.2235.7(4.8-6.8)
LethargyGenderGender Male5.9(4.9-7.2)2.2195.9(4.8-7.1)
LethargyAge groupAge group ≥ 75 years6.6(4.8-9.1)2.0966.5(4.7-8.9)
Loss of consciousnessAge groupAge group ≥ 75 years1.8(1.2-2.7)0.1131.7(1.2-2.6)
MigraineAge groupAge group 2 - 11 years32.6(10.3-102.9)0.50731.8(10.4-97.3)
MigraineAge groupAge group 18 - 44 years4.3(3.8-4.8)1.8874.2(3.8-4.7)
MigraineAge groupAge group 45 - 64 years4.1(3.5-4.8)1.7484.0(3.4-4.8)
MigraineAge groupAge group 65 - 74 years5.0(2.1-12.2.)0.3495.0(2.1-12.0)
MigraineAge groupAge group ≥ 75 years4.7(2.1-10.6)0.5004.7(2.1-10.6)
MigraineAge groupAge Group unknown3.5(2.5-5.0)1.2033.5(2.5-4.9)
MigraineGenderGender Male7.5(5.8-9.6)2.4207.4(5.8-9.5)
MigraineGenderGender Female4.0(3.7-4.4)1.8454.0(3.6-4.4)
MigraineGenderGender not known8.2(5.1-13.3)1.9768.1(5.0-12.9)
MigraineFull databaseAll Subjects5.2(4.8-5.7)2.2235.1(4.7-5.6)
Migraine with auraAge groupAge group 18 - 44 years7.3(4.6-11.7)1.8727.3(4.6-11.6)
Migraine with auraAge groupAge group 45 - 64 years6.7(3.2-14.1)1.0076.7(3.2-14.1)
Migraine with auraGenderGender Female6.7(4.5-10.1)1.9456.7(4.5-10.1)
Migraine with auraFull databaseAll Subjects8.4(5.7-12.3)2.2798.4(5.7-12.3)
MonoparesisGenderGender Female3.6(1.6-8.1)0.2093.6(1.6-8.1)
NeuralgiaAge groupAge group 18 - 44 years2.9(2.1-4.1)0.9622.9(2.1-4.1)
NeuralgiaAge groupAge group 45 - 64 years1.9(1.2-2.9)0.2031.9(1.2-2.9)
NeuralgiaGenderGender Male2.3(1.2-4.4)0.0082.3(1.2-4.4)
NeuralgiaGenderGender Female2.1(1.6-2.7)0.5922.1(1.6-2.7)
NeuralgiaFull databaseAll Subjects2.3(1.8-3.0)0.7992.3(1.8-3.0)
ParaesthesiaAge groupAge group 28 days to 23 months70.1(22.1-222.2)0.63468.6(22.2-212.3)
ParaesthesiaAge groupAge group 18 - 44 years3.6(3.3-3.9)1.6763.5(3.2-3.7)
ParaesthesiaAge groupAge group 45 - 64 years3.9(3.5-4.2)1.7563.7(3.4-4.1)
ParaesthesiaAge groupAge group 65 - 74 years2.4(1.4-4.0)0.3172.4(1.4-4.0)
ParaesthesiaAge groupAge group ≥ 75 years1.7(1.1-2.6)0.0491.7(1.1-2.6)
ParaesthesiaAge groupAge group unknown3.0(2.3-3.9)1.1383.0(2.3-3.8)
ParaesthesiaGenderGender Male3.2(2.7-3.7)1.3803.1(2.6-3.6)
ParaesthesiaGenderGender Female4.3(4.0-4.5)1.9494.1(3.9-4.4)
ParaesthesiaGenderGender not known3.8(2.4-6.1)1.0653.8(2.4-6.0)
ParaesthesiaFull databaseAll Subjects4.4(4.2-4.7)2.0214.3(4.1-4.6)
ParesisAge groupAge Group unknown14.2(4.6-44.3)0.24814.2(4.6-44.2)
ParosmiaAge groupAge group 18 - 44 years2.8(1.7-4.7)0.5742.8(1.7-4.7)
ParosmiaAge groupAge group 45 - 64 years2.4(1.4-4.1)0.3502.4(1.4-4.1)
ParosmiaGenderGender Female2.5(1.7-3.7)0.7022.5(1.7-3.7)
ParosmiaFull databaseAll Subjects2.5(1.8-3.6)0.7632.5(1.8-3.6)
Petit mal epilepsyAge groupAge group ≥ 75 years12.8(4.1-39.9)0.19512.7(4.1-39.8)
Poor quality sleepAge groupAge group 18 - 44 years2.4(1.5-3.7)0.4622.4(1.5-3.7)
Poor quality sleepGenderGender Female1.5(1.1-2.2)0.0191.5(1.1-2.2)
Poor quality sleepFull databaseAll Subjects1.6(1.1-2.2)0.1331.6(1.1-2.2)
PresyncopeAge groupAge group 18 - 44 years9.1(7.8-10.7)2.8699.0(7.7-10.5)
PresyncopeAge groupAge group 45 - 64 years8.3(6.7-10.4)2.6458.3(6.7-10.3)
PresyncopeAge groupAge group 65 - 74 years4.8(1.8-12.9)0.0174.8(1.8-12.8)
PresyncopeAge groupAge group ≥ 75 years2.9(1.6-5.3)0.4502.9(1.6-5.3)
PresyncopeAge groupAge group unknown14.6(9.6-22.2)2.80514.4(9.5-21.9)
PresyncopeGenderGender Male9.8(7.6-12.7)2.7889.8(7.6-12.6)
PresyncopeGenderGender Female7.3(6.4-8.3)2.6207.2(6.3-8.3)
PresyncopeGenderGender not known17.2(7.7-38.5)1.55117.1(7.7-38.0)
PresyncopeFull databaseAll Subjects8.4(7.4-9.4)2.8468.3(7.4-9.3)
SeizureAge groupAge group ≥ 75 years1.9(1.2-3.0)0.1621.9(1.2-3.0)
Seizure like phenomenaFull databaseAll Subjects3.3(1.6-6.9)0.2473.3(1.6-6.9)
Sensory disturbanceAge groupAge group 45 - 64 years2.7(1.8-4.1)0.7082.7(1.8-4.1)
Sensory disturbanceGenderGender Female1.7(1.2-2.4)0.2471.7(1.2-2.4)
Sensory disturbanceFull databaseAll Subjects1.9(1.4-2.5)0.4331.9(1.4-2.5)
Sensory lossAge groupAge group 18 - 44 years3.5(2.2-5.5)0.9523.5(2.2-5.5)
Sensory lossGenderGender Female2.8(1.8-4.4)0.6832.8(1.8-4.4)
Sensory lossFull databaseAll Subjects2.6(1.7-3.9)0.6172.6(1.7-3.9)
Sinus headacheAge groupAge group 18 - 44 years10.9(7.7-15.5)2.67310.9(7.7-15.5)
Sinus headacheAge groupAge group 45 - 64 years6.8(4.4-10.6)1.8636.8(4.4-10.6)
Sinus headacheGenderGender Male7.7(3.5-17.3)0.9697.7(3.5-17.3)
Sinus headacheGenderGender Female8.1(6.2-10.7)2.4918.1(6.2-10.7)
Sinus headacheFull databaseAll Subjects9.3(7.1-12.0)2.7089.3(7.2-12.0)
SyncopeAge groupAge group 18 - 44 years1.8(1.5-2.1)0.5791.8(1.5-2.1)
SyncopeAge groupAge group 45 - 64 years1.6(1.3-2.0)0.3451.6(1.3-2.0)
SyncopeAge groupAge group 65 - 74 years2.6(1.4-4.7)0.2892.6(1.4-4.6)
SyncopeAge groupAge Group unknown2.6(1.7-4.0)0.6272.6(1.7-3.9)
SyncopeGenderGender Male1.5(1.2-2.0)0.1711.5(1.2-2.0)
SyncopeGenderGender Female1.7(1.5-1.9)0.5261.6(1.5-1.9)
SyncopeFull databaseAll Subjects1.7(1.5-1.9)0.5731.7(1.5-1.9)
Taste disorderAge groupAge group 18 - 44 years3.7(2.7-5.2)1.3033.7(2.7-5.2)
Taste disorderAge groupAge group 45 - 64 years3.5(2.4-5.0)1.1623.5(2.4-5.0)
Taste disorderAge groupAge Group unknown3.9(1.6-9.3)0.0873.9(1.6-9.3)
Taste disorderGenderGender Male3.3(1.9-5.8)0.6673.3(1.9-5.8)
Taste disorderGenderGender Female3.6(2.8-4.6)1.4193.6(2.8-4.6)
Taste disorderFull databaseAll Subjects3.8(3.0-4.7)1.5313.8(3.0-4.7)
Tension headacheAge groupAge group 18 - 44 years18.6(14.2-24.3)3.53518.5(14.2-24.2)
Tension headacheAge groupAge group 45 - 64 years13.0(8.6-19.6)2.69212.9(8.6-19.6)
Tension headacheAge groupAge group ≥ 75 years23.3(9.6-56.6)1.40523.2(9.6-56.4)
Tension headacheAge groupAge Group Unknown26.2(13.6-50.5)2.39226.1(13.5-50.2)
Tension headacheGenderGender Male18.7(10.6-33.0)2.51018.6(10.6-32.9)
Tension headacheGenderGender Female18.7(15.0-23.4)3.70518.7(15.0-23.3)
Tension headacheGenderGender not known32.9(12.2-88.7)1.11332.8(12.2-87.9)
Tension headacheFull databaseAll Subjects21.0(17.1-25.6)3.91220.9(17.1-25.5)
Transient global amnesiaAge groupAge group 45 - 64 years12.7(4.7-34.3)0.71712.7(4.7-34.3)
Transient global amnesiaGenderGender Female8.0(3.0-21.5)0.4258.0(3.0-21.5)
Transient global amnesiaFull databaseAll Subjects5.9(2.2-15.8)0.1935.9(2.2-15.8)
Transient ischaemic attackAge groupAge group ≥ 75 years2.2(1.2-3.9)0.1302.2(1.2-3.8)
TremorAge groupAge group 18 - 44 years1.7(1.5-1.9)0.5381.6(1.5-1.8)
TremorAge groupAge group 45 - 64 years1.6(1.4-1.9)0.4471.6(1.4-1.9)
TremorAge groupAge group ≥ 75 years1.5(1.1-2.0)0.0971.5(1.1-2.0)
TremorGenderGender Female1.7(1.6-1.9)0.6561.7(1.6-1.9)
TremorFull databaseAll Subjects1.7(1.6-1.9)0.6601.7(1.6-1.9)
Tunnel visionAge groupAge group 18 - 44 years8.8(5.1-15.3)1.8568.8(5.1-15.3)
Tunnel visionGenderGender Male13.6(5.6-32.7)1.12913.6(5.6-32.7)
Tunnel visionGenderGender Female9.0(5.1-15.8)1.8189.0(5.1-5.8)
Tunnel visionFull databaseAll Subjects9.9(6.1-15.9)2.1979.9(6.1-15.9)
Unresponsive to stimuliAge groupAge group 65 - 74 years20.1(10.7-37.6)2.35319.8(10.7-36.8)
Unresponsive to stimuliAge groupAge group ≥ 75 years14.1(10.0-19.9)2.99313.9(9.9-19.6)
Unresponsive to stimuliGenderGender Male4.4(3.1-6.3)1.4984.4(3.1-6.3)
Unresponsive to stimuliGenderGender Female2.2(1.6-3.0)0.6342.2(1.6-3.0)
Unresponsive to stimuliFull databaseAll Subjects2.6(2.1-3.3)1.0112.6(2.1-3.3)
Table 6

Supplementary Table 5: Neurological adverse drug events suspected to be caused by Covaxin vaccine use in COVID-19

Broad headingSpecific adverse event  Non-serious n(%) (n=2)Serious n(%) (n=0)Total n(%) (n=2)
Nervous System Disorder(N=2)Headache2(100.0)0(0.00)2(100.0)
As per the disproportionality analysis based on IC025 value, ageusia, allodynia, anesthesia, anosmia, aura, balance disorders, burning sensation, cervicobrachial syndrome, cluster headache, dizziness, postural dizziness, dysgeusia, exertional headache, facial paralysis, facial paresis, facial spasm, febrile convulsion, head discomfort, headache, hemiparaesthesia, hemiparesis, hyperaesthesis, hypersomnia, hypoaesthesia, hypogeusia, hyperresponsive to stimuli, hyposomnia, ischemic stroke, lethargy, loss of consciousness, migraine, migraine with aura, monoparesis, neuralgia, paraesthesia, paresis, parosmia, petit mal epilepsy, poor sleep quality, presyncope, seizure, sensory disturbance, sensory loss, sinus headache, syncope, taste disorder, tension headache, transient global amnesia, transient ischemic attack, tremor, tunnel vision, and unresponsive to stimuli are the AEs, which can be considered to be associated with the administration of the vaccine (Table 1).

Disproportionality analysis of various neurological adverse events associated with COVID-19 vaccines.

OR - odd ratios; POR - proportional odd ratios

Discussion

In this study, we inspected the VigiBase, the global pharmacovigilance database for the neurological adverse events reported for the COVID-19 vaccine. There was a total of 15,638 adverse events reported from BNT162b2 vaccine, 2,751 from AZD1222 vaccine, 1,075 from mRNA-1273 vaccine, eight from Vero vaccine, two from Covaxin, and for 55 AEs vaccine name was not mentioned. When the disproportionality analysis was done based on the IC025 value, it was found that ageusia, allodynia, anaesthesia, anosmia, aura, balance disorders, burning sensation, cervicobrachial syndrome, cluster headache, dizziness, postural dizziness, dysgeusia, exertional headache, facial paralysis, facial paresis, facial spasm, febrile convulsion, head discomfort, headache, hemiparaesthesia, hemiparesis, hyperaesthesis, hypersomnia, hypoaesthesia, hypogeusia, hyperresponsive to stimuli, hyposomnia, ischemic stroke, lethargy, loss of consciousness, migraine, migraine with aura, monoparesis, neuralgia, paraesthesia, paresis, parosmia, petit mal epilepsy, poor sleep quality, presyncope, seizure, sensory disturbance, sensory loss, sinus headache, syncope, taste disorder, tension headache, transient global amnesia, transient ischemic attack, tremor, tunnel vision, and unresponsive to stimuli are the AEs those could be considered to have an association with the vaccine administration. Frequently observed adverse events following vaccinations were headache, dizziness, paresthesia, hypoesthesia, lethargy, and migraine. Even though the total number of adverse events were high among individuals receiving BNT162b2 mRNA vaccine yet higher number of events in BNT162b2 mRNA vaccine can be explained as this is the first vaccine to receive emergency use authorization from USFDA, large number doses administration during the analysis period and a shorter interval between the two doses [36]. Polack et al. observed that frequently observed systemic adverse events following BNT162b2 mRNA vaccine second dose administration were fatigue (59%), headache (52%) in the younger population as compared to 51% and 39% among the older population, respectively [16]. In our analysis, headache accounted for 45.46% of the total adverse events with the BNT162b2 vaccine. The fact sheet for healthcare providers administering BNT162b2 vaccine as published by FDA reported incidence of headache as 55.1% in participants of 16 years of age and older after the first dose and (75.5%) in adolescents of 12 through 15 years of age. In patients of age group 18-55 years reported that the prevalence of headache was 41.9% after dose 1 and 51.7% after dose 2 and 25.2% dose 1 and 39.0 % after dose 2 in 56 years of age and older vaccine recipients [37]. Similar adverse events were reported in the mRNA-1273 vaccine group. In clinical studies, adverse events were not presented as neurological per se, however, this analysis primarily focused on neurological manifestations. Headache was observed in 32.7 % of the total patients after the first vaccination and 58.6% after second vaccination and in both the instances the probability of headache was more in the ≥18 to <65 years group (first vaccination [35.3%] and second vaccination [62.8%]) as compared to the ≥65 years group recipients (first vaccination [24.5%] and second vaccination [46.2%]), respectively [38,39]. Similar results were published by the UK Department of Health and Social Care and the Medicines & Healthcare products Regulatory Agency for the AZD1222 vaccine where reporting AEs related to the nervous system disorders they showed headache as a very common category (Frequencies of occurrence: ≥1/10) which was reported by 52.6% of the vaccine recipients and as followed by dizziness, which was categorized as uncommon (frequencies of occurrence ≥1/1,000 to <1/100) [40]. Bell’s palsy was reported by four participants administered the BNT162b2 and by three participants in the mRNA-1273 vaccine group [37,39]. However, due to insufficient evidence and information, the causal relationship with the vaccines could not be established. The AEs reported with these COVID-19 vaccines may not be a true representation because neurological AEs like headaches are a common occurrence with vaccinations. A study by Cocores et al. conducted on Vaccine Adverse Events Reporting System (VAERS) reported that headache was the fifth most commonly reported adverse event post-vaccination after administration of any vaccine [41]. The disproportionality analysis of this study shows that the reactogenicity of the vaccine among individuals between 18 and 65 years was higher than the individuals above 65 years. This finding was supported by a few previously published clinical studies where a similar type of difference was observed with mRNA-1273, BNT162b2, and AZD1222 vaccines [16,38,42]. Early analysis of all adverse events following vaccination as reported in the COVID-19 vaccine safety update Advisory Committee on Immunization Practices (ACIP) by March 1, 2021, shows that more than 90% were non-serious in nature and headache was the commonest reported AE in both the mRNA vaccines with 20% with BNT162b2 and 23.4 % with the mRNA-1273 vaccine [43]. In a later report as of June 23, 2021, the ACIP in their early safety data of Pfizer-BioNTech vaccination in persons aged 12-15 years and 16-25 years old reported headache as one of the commonest reported adverse events [44]. Similar reports of headache (22.4%) were also reported by the Morbidity and Mortality Weekly Report by CDC, as per the data collected in VAERS in the early phase of vaccination [45]. This difference may be because of the inclusion of local and systemic adverse events, whereas in this study we have included only systemic neurological manifestations. The serious adverse events reported in the VigiBase need to be scrutinized for their association with vaccine administration. In the earlier clinical trials, the majority of serious adverse events were either unrelated to the vaccine or were coincidental due to age-related risk factors. Immune reactogenicity to vaccines refers to a group of reactions that are observed immediately after vaccination and are a physical presentation of the inflammatory response to the vaccination. Reactogenicity is determined by either host factors such as age, gender, preexisting immunity or vaccine characteristics, or both [46]. Systemic manifestations of reactogenicity are either due to the vaccine or its adjuvants or both. Presentation of these manifestations varies from fever, headache, dizziness, to seizures and life-threatening anaphylaxis. The systemic pyrogens and other immune mediators cross-talk with the nervous system through the vagus nerve, at the blood-brain barrier, and circumventricular organs. All adjuvant systems induce transient systemic innate responses, which include an increase in the levels of IL-6 and C-reactive protein (CRP), usually peaking at 24 hours after vaccination and subsides to the baseline values within one to three days [47]. The vaccine adjunct can also have a role in reactogenicity. The mRNA vaccines enveloped with lipid nanoparticle (LNP) based delivery system mimics as virus and prevent them from enzymatic digestion along with enhancing immunogenicity without integrating with the genome. However, mRNA itself causes immunogenicity with activation of pro-inflammatory cytokines such as tumor necrosis factor-α (TNF-α), Interleukin (IL)-6 and IL-12 and other innate reactivity manifests as systemic reactions including neurological adverse events. LNP used as an adjuvant precipitates reactogenicity through B-cell amplification and antigen-specific CD4+ and CD8+ T cell responses [48]. Strength of study This study is based on VigiBase, a large global database of spontaneous reports of AEs used by Uppsala Monitoring Centre, Sweden to generate AEs related signals and used in various published studies to link adverse events with drug use. To avoid any kind of false-positive association, the most conservative method of disproportionality analysis, i.e. IC025 values, was used. Limitations of the study The data in this study were taken from VigiBase which includes information from varied sources. The probability that the suspected adverse effect is caused by the drug cannot be ascertained for all the cases. The information provided does not represent the opinion of the UMC or the WHO. The data in the study are from a limited duration and to draw conclusive evidence, larger studies with long-term data need to be analyzed.

Conclusions

Future prospects and conclusion With numerous molecules being experimented with for the therapy of COVID-19, vaccines have given a ray of hope to curb this pandemic. Almost 15 approved vaccines around the world were being administered in different countries after receiving emergency approval from their respective licensing authorities. These vaccines, in view of an emergency need across the globe, were developed in a short period of time and tried in the clinical trials for a brief period as compared to usual vaccine development. The adverse events with these vaccines are known on the basis of the clinical trials done but long-term and rare adverse events were unclear and are now being revealed with the wide administration drives of vaccination across the globe. All the adverse events associated with any drug or therapy are ultimately reported to the international database called VigiBase hence it is better to analyze their data to find out the common adverse events associated with any therapy across the world. The neurological adverse events associated with these vaccines were not frequent and a headache was one of the common adverse events reported. There were some reported rare serious neurological adverse events but their causal association with the vaccines was to be established. As there can be many predisposing conditions in the patients and interaction with them could also lead to a particular adverse event, hence it was too early to associate a particular adverse event with the vaccines. These reported adverse events can serve as a preliminary signal for potential ADRs associated with these vaccines but based on these results one must not conclude the safety of the above-analyzed vaccines. Moreover, these reported events are adverse events and do not have adverse drug reactions hence definitive causality of the reported events could not be assessed. Therefore long-term robust follow-up studies or cohort studies must be conducted with close monitoring of the adverse events reported establishing the safety of these vaccines. The current study tries to summarize various neurological manifestations reported in patients who received the vaccines by analyzing the VigiBase, which can help find the common neurological AEs, which can help the prescribers in better management of the public vaccination program and also help in building public awareness and alleviating existing public perceptions.
Table 2

Supplementary Table 1: Neurological adverse drug events suspected to be caused by Pfizer vaccine use in COVID-19

Broad headingSpecific adverse event  Non-serious n (%) (n=11,625)Serious n (%) (n=3,991)Total n (%) (n=15,616)
Nervous System Disorder(N=15616)Acoustic neuritis1(0.01)0(0.00)1(0.01)
Acute disseminated encephalomyelitis0(0.00)2(0.05)1(0.01)
Ageusia106(0.91)32(0.80)138(0.88)
Akathisia1(0.01)0(0.00)1(0.01)
Allodynia3(0.03)1(0.03)4(0.03)
Altered state of consciousness1(0.01)5(0.13)6(0.04)
Amnesia5(0.04)3(0.08)8(0.05)
Anaesthesia8(0.07)0(0.00)8(0.05)
Anosmia89(0.77)25(0.63)114(0.73)
Anticholinergic syndrome0(0.00)1(0.03)1(0.01)
Aphasia6(0.05)8(0.20)14(0.09)
Areflexia0(0.00)4(0.10)4(0.03)
Ataxia2(0.02)2(0.05)4(0.03)
Aura6(0.05)2(0.05)890.05)
Balance disorder42(0.36)25(0.63)67(0.43)
Band sensation3(0.03)0(0.00)3(0.02)
Basal ganglia haemorrhage0(0.00)1(0.03)1(0.01)
Basilar artery occlusion0(0.00)1(0.03)1(0.01)
Bradykinesia2(0.02)0(0.00)1(0.01)
Brain oedema1(0.01)0(0.00)1(0.01)
Brain stem infarction0(0.00)1(0.03)1(0.01)
Burning sensation104(0.89)30(0.75)134(0.86)
Burning sensation mucosal1(0.01)0(0.00)1(0.01)
Carpal tunnel syndrome1(0.01)0(0.00)1(0.01)
Central nervous system lesion0(0.00)4(0.10)4(0.03)
Cerebellar haemorrhage0(0.00)1(0.03)1(0.01)
Cerebellar infarction0(0.00)1(0.03)1(0.01)
Cerebellar stroke0(0.00)1(0.03)1(0.01)
Cerebral artery occlusion0(0.00)1(0.03)1(0.01)
Cerebral haemorrhage0(0.00)6(0.15)6(0.04)
Cerebral infarction0(0.00)4(0.10)4(0.03)
Cerebral venous sinus thrombosis0(0.00)1(0.03)1(0.01)
Cerebrovascular accident3(0.03)22(0.55)25(0.16)
Cervicobrachial syndrome4(0.03)1(0.03)5(0.03)
Cervicogenic headache1(0.01)0(0.00)1(0.01)
Cholinergic syndrome1(0.01)0(0.00)1(0.01)
Clonic convulsion1(0.01)0(0.00)1(0.01)
Clumsiness1(0.01)1(0.03)1(0.01)
Cluster headache12(0.10)6(0.15)18(0.12)
Cognitive disorder1(0.01)4(0.10)5(0.03)
Cold-stimulus headache1(0.01)0(0.00)1(0.01)
Coma0(0.00)2(0.05)1(0.01)
Complex regional pain syndrome1(0.01)2(0.05)3(0.02)
Consciousness fluctuating0(0.00)2(0.05)1(0.01)
Coordination abnormal6(0.05)5(0.13)11(0.07)
Cranial nerve disorder2(0.02)2(0.05)4(0.03)
Dementia1(0.01)2(0.05)3(0.02)
Dementia of the Alzheimer's type, with delirium0(0.00)1(0.03)1(0.01)
Demyelination0(0.00)1(0.03)1(0.01)
Depressed level of consciousness10(0.09)11(0.28)21(0.13)
Disturbance in attention52(0.45)18(0.45)70(0.45)
Dizziness1954(16.81)595(14.95)2549
Dizziness exertional1(0.01)1(0.03)1(0.01)
Dizziness postural50(0.43)29(0.73)79(0.51)
Dreamy state0(0.00)1(0.03)1(0.01)
Drooling0(0.00)1(0.03)1(0.01)
Dysaesthesia10(0.09)1(0.03)11(0.07)
Dysarthria11(0.09)14(0.35)25(0.16)
Dysgeusia348(2.99)41(1.03)389(2.49)
Dyskinesia11(0.09)4(0.10)15(0.10)
Dysstasia19(0.16)6(0.15)25(0.16)
Dystonia0(0.00)2(0.05)1(0.01)
Encephalitis post immunisation0(0.00)1(0.03)1(0.01)
Encephalopathy0(0.00)1(0.03)1(0.01)
Epilepsy2(0.02)9(0.23)11(0.07)
Essential tremor1(0.01)0(0.00)1(0.01)
Exertional headache2(0.02)1(0.03)3(0.02)
Extrapyramidal disorder0(0.00)2(0.05)1(0.01)
Facial nerve disorder4(0.03)0(0.00)4(0.03)
Facial neuralgia2(0.02)0(0.00)1(0.01)
Facial paralysis799).68)51(1.28)130(0.83)
Facial paresis9(0.08)13(0.33)22(0.14)
Facial spasm5(0.04)2(0.05)7(0.04)
Febrile convulsion1(0.01)3(0.08)4(0.03)
Fine motor skill dysfunction1(0.01)1(0.03)1(0.01)
Formication7(0.06)2(0.05)9(0.06)
Generalised tonic-clonic seizure2(0.02)7(0.18)9(0.06)
Guillain-Barre syndrome1(0.01)3(0.08)4(0.03)
Haemorrhage intracranial0(0.00)5(0.13)5(0.03)
Head discomfort40(0.34)12(0.30)52(0.33)
Head titubation1(0.01)0(0.00)1(0.01)
Headache5285(45.46)1582(39.64)6867(43.97)
Hemianaesthesia3(0.03)0(0.00)3(0.02)
Hemidysaesthesia1(0.01)0(0.00)1(0.01)
Hemihyperaesthesia1(0.01)0(0.00)1(0.01)
Hemiparaesthesia3(0.03)2(0.05)6(0.04)
Hemiparesis1(0.01)16(0.40)17(0.11)
Horner's syndrome0(0.00)1(0.03)1(0.01)
Hyperaesthesia16(0.14)5(0.13)21(0.13)
Hypersomnia32(0.28)6(0.15)389(0.24)
Hypertonia2(0.02)0(0.00)1(0.01)
Hypoaesthesia572(4.92)144(3.61)716(4.59)
Hypogeusia7(0.06)0(0.00)7(0.04)
Hypokinesia3(0.03)3(0.08)6(0.04)
Hyporeflexia1(0.01)3(0.08)4(0.03)
Hyporesponsive to stimuli2(0.02)3(0.08)5(0.03)
Hyposmia7(0.06)2(0.05)9(0.06)
Hypotonia10(0.09)3(0.08)13(0.08)
Incoherent1(0.01)0(0.00)1(0.01)
Intracranial aneurysm0(0.00)1(0.03)1(0.01)
Ischaemic stroke0(0.00)16(0.40)16(0.10)
IVth nerve paralysis0(0.00)1(0.03)1(0.01)
Lacunar infarction0(0.00)2(0.05)1(0.01)
Lacunar stroke0(0.00)2(0.05)1(0.01)
Language disorder2(0.02)3(0.08)5(0.03)
Lethargy212(1.82)139(3.48)351(2.25)
Locked-in syndrome0(0.00)1(0.03)1(0.01)
Loss of consciousness46(0.40)40(1.00)86(0.55)
Loss of proprioception0(0.00)1(0.03)1(0.01)
Memory impairment14(0.12)7(0.18)21(0.13)
Mental impairment7(0.06)1(0.03)8(0.05)
Migraine255(2.19)121(3.03)376(2.41)
Migraine with aura17(0.15)5(0.13)22(0.14)
Migraine without aura1(0.01)0(0.00)1(0.01)
Mononeuropathy0(0.00)1(0.03)1(0.01)
Monoparesis2(0.02)3(0.08)5(0.03)
Monoplegia3(0.03)1(0.03)4(0.03)
Motor dysfunction2(0.02)0(0.00)1(0.01)
Movement disorder13(0.11)2(0.05)15(0.10)
Multiple sclerosis0(0.00)1(0.03)1(0.01)
Multiple sclerosis relapse1(0.01)1(0.03)1(0.01)
Muscle contractions involuntary7(0.06)2(0.05)9(0.06)
Muscle spasticity0(0.00)1(0.03)1(0.01)
Muscle tone disorder0(0.00)1(0.03)1(0.01)
Myasthenia gravis0(0.00)2(0.05)1(0.01)
Myelitis transverse0(0.00)1(0.03)1(0.01)
Myoclonus2(0.02)2(0.05)4(0.03)
Narcolepsy0(0.00)1(0.03)1(0.01)
Nerve compression3(0.03)0(0.00)3(0.02)
Nervous system disorder5(0.04)0(0.00)5(0.03)
Neuralgia37(0.32)12(0.30)49(0.31)
Neuralgic amyotrophy0(0.00)3(0.08)3(0.02)
Neuritis2(0.02)0(0.00)1(0.01)
Neurological symptom3(0.03)3(0.08)7(0.04)
Neuropathy peripheral12(0.10)5(0.13)17(0.11)
New daily persistent headache1(0.01)0(0.00)1(0.01)
Noninfective encephalitis0(0.00)1(0.03)1(0.01)
Nystagmus2(0.02)3(0.08)5(0.03)
Occipital neuralgia1(0.01)0(0.00)1(0.01)
Optic neuritis1(0.01)1(0.03)1(0.01)
Orthostatic intolerance1(0.01)0(0.00)1(0.01)
Paraesthesia901(7.75)201(5.04)1102(7.06)
Paralysis8(0.07)10(0.25)18(0.12)
Paraparesis0(0.00)1(0.03)1(0.01)
Paresis5(0.04)2(0.05)7(0.04)
Paresis cranial nerve1(0.01)0(0.00)1(0.01)
Parkinsonian gait1(0.01)0(0.00)1(0.01)
Parkinsonism0(0.00)1(0.03)1(0.01)
Parosmia24(0.21)4(0.10)28(0.18)
Partial seizures1(0.01)0(0.00)1(0.01)
Peripheral sensory neuropathy0(0.00)3(0.08)3(0.02)
Peroneal nerve palsy0(0.00)1(0.03)1(0.01)
Persistent postural-perceptual dizziness1(0.01)0(0.00)1(0.01)
Petit mal epilepsy3(0.03)1(0.03)4(0.03)
Polyneuropathy1(0.01)0(0.00)1(0.01)
Poor quality sleep22(0.19)4(0.10)26(0.17)
Posterior reversible encephalopathy syndrome0(0.00)1(0.03)1(0.01)
Postictal state2(0.02)0(0.00)1(0.01)
Presyncope177(1.52)79(1.98)256(1.64)
Primary headache associated with sexual activity1(0.01)0(0.00)1(0.01)
Psychogenic seizure1(0.01)1(0.03)1(0.01)
Psychomotor hyperactivity3(0.03)1(0.03)5(0.03)
Radial nerve palsy0(0.00)1(0.03)1(0.01)
Radiculitis brachial0(0.00)1(0.03)1(0.01)
Radiculopathy2(0.02)1(0.03)3(0.02)
Reduced facial expression0(0.00)1(0.03)1(0.01)
Restless legs syndrome7(0.06)3(0.08)10(0.06)
Retinal migraine0(0.00)1(0.03)1(0.01)
Reversible cerebral vasoconstriction syndrome0(0.00)1(0.03)1(0.01)
Sciatica7(0.06)2(0.05)9(0.06)
Sedation1(0.01)1(0.03)1(0.01)
Seizure16(0.14)40(1.00)56(0.36)
Seizure like phenomena2(0.02)3(0.08)5(0.03)
Sensory disturbance30(0.26)7(0.18)37(0.24)
Sensory loss10(0.09)9(0.23)19(0.12)
Serotonin syndrome1(0.01)0(0.00)1(0.01)
Sinus headache33(0.28)14(0.35)47(0.30)
Slow response to stimuli2(0.02)0(0.00)1(0.01)
Slow speech3(0.03)0(0.00)3(0.02)
Small fibre neuropathy0(0.00)1(0.03)1(0.01)
Somnolence167(1.44)49(1.23)216(1.38)
Speech disorder17(0.15)18(0.45)35(0.22)
Status epilepticus0(0.00)2(0.05)1(0.01)
Stiff leg syndrome0(0.00)1(0.03)1(0.01)
Stupor1(0.01)1(0.03)1(0.01)
Subarachnoid haemorrhage2(0.02)1(0.03)3(0.02)
Sudden onset of sleep1(0.01)0(0.00)1(0.01)
Syncope140(1.20)99(2.48)239(1.53)
Taste disorder50(0.43)11(0.28)61(0.39)
Tension headache45(0.39)18(0.45)63(0.40)
Thunderclap headache0(0.00)1(0.03)1(0.01)
Tongue biting1(0.01)0(0.00)1(0.01)
Tonic clonic movements2(0.02)0(0.00)1(0.01)
Tonic convulsion1(0.01)1(0.03)1(0.01)
Transient global amnesia0(0.00)3(0.08)3(0.02)
Transient ischaemic attack3(0.03)9(0.23)12(0.08)
Tremor257(2.21)128(3.21)385(2.47)
Trigeminal neuralgia5(0.04)1(0.03)6(0.04)
Trigeminal neuritis1(0.01)0(0.00)1(0.01)
Tunnel vision10(0.09)3(0.08)13(0.08)
Typical aura without headache1(0.01)0(0.00)1(0.01)
Unresponsive to stimuli10(0.09)37(0.93)47(0.30)
Vestibular migraine0(0.00)11(0.03)1(0.01)
Visual field defect3(0.03)3(0.08)6(0.04)
Writer's cramp0(0.00)1(0.03)1(0.01)
Investigations (N=22)Angiogram cerebral abnormal0(0.00)1(5.88)1(4.55)
Brain natriuretic peptide increased0(0.00)2(0.05)2(9.09)
Carotid bruit0(0.00)1(5.88)1(4.55)
Computerised tomogram head abnormal2(40.00)0(0.00)2(9.09)
CSF protein increased0(0.00)2(11.76)2(9.09)
Electroencephalogram abnormal0(0.00)1(5.88)1(4.55)
Magnetic resonance imaging brain abnormal1(20.00)6(35.29)7(31.82)
Magnetic resonance imaging spinal abnormal0(0.00)1(5.88)1(4.55)
Neurological examination abnormal1(20.00)2(11.76)3(13.64)
NIH stroke scale abnormal0(0.00)1(5.88)1(4.55)
Sensory level abnormal1(20.00)0(0.00)1(4.55)
Table 3

Supplementary Table 2: Neurological adverse drug events suspected to be caused by Astra Zeneca vaccine use in COVID-19

Broad headingSpecific adverse event  Non-serious n(%) (n=1,527)Serious n(%) (n=1,224)Total n(%) (n=2,751)
Nervous System Disorder(N=2751)Ageusia5(0.33)5(0.41)10(0.36)
Allodynia2(0.13)1(0.08)3(0.11)
Amnesia1(0.07)0(0.00)1(0.04)
Anosmia1(0.07)4(0.3305(0.18)
Aphasia0(0.00)2(0.16)2(0.07)
Balance disorder2(0.13)7(0.57)9(0.33)
Brain stem stroke0(0.00)1(0.08)1(0.04)
Burning sensation0(0.00)2(0.16)2(0.07)
Cerebrovascular accident0(0.00)3(0.25)3(0.11)
Cervicobrachial syndrome1(0.07)0(0.00)1(0.04)
Clumsiness0(0.00)1(0.08)1(0.04)
Cluster headache4(0.26)5(0.41)9(0.33)
Cognitive disorder1(0.07)1(0.08)2(0.07)
Coordination abnormal1(0.07)0(0.00)1(0.04)
Disturbance in attention2(0.13)4(0.33)6(0.22)
Dizziness180(11.79)154(12.58)334(12.14)
Dizziness postural11(0.72)1290.98)23(0.84)
Dysarthria0(0.00)1(0.08)1(0.04)
Dysgeusia23(1.51)11(0.90)34(1.24)
Dysstasia0(0.00)2(0.16)2(0.07)
Epilepsy0(0.00)2(0.16)2(0.07)
Facial paralysis2(0.13)1(0.08)3(0.11)
Table 4

Supplementary Table 3: Neurological adverse drug events suspected to be caused by Moderna vaccine use in COVID-19

Broad headingSpecific adverse event  Non-serious n(%) (n=803)Non-serious n(%) (n=269)Total n(%) (n=1,072)
Nervous System Disorder(N=1072)Ageusia4(0.50)0(0.00)4(0.37)
Akathisia1(0.12)0(0.00)1(0.09)
Anosmia3(0.37)0(0.00)3(0.28)
Anterograde amnesia0(0.00)1(0.37)11(0.09)
Aphasia1(0.12)4(1.49)5(0.47)
Aura1(0.12)0(0.00)1(0.09)
Balance disorder6(0.75)1(0.37)7(0.65)
Burning sensation6(0.75)4(1.49)10(0.93)
Cerebral haemorrhage1(0.12)0(0.00)1(0.09)
Cerebral ischaemia1(0.12)0(0.00)1(0.09)
Cerebrovascular accident0(0.00)4(1.49)4(0.37)
Cognitive disorder0(0.00)1(0.37)1(0.09)
Consciousness fluctuating0(0.00)1(0.37)1(0.09)
Dementia0(0.00)1(0.37)1(0.09)
Depressed level of consciousness0(0.00)2(0.74)2(0.19)
Disturbance in attention2(0.25)0(0.00)2(0.19)
Dizziness/Dizziness postural179(22.29)39(14.50)218(20.34)
Drooling0(0.00)1(0.37)1(0.09)
Dysarthria4(0.50)7(2.60)11(1.03)
Dysgeusia20(2.49)0(0.00)20(1.87)
Dysstasia4(0.50)1(0.37)5(0.47)
Dystonic tremor0(0.00)1(0.37)1(0.09)
Encephalomalacia1(0.12)0(0.00)1(0.09)
Facial paralysis4(0.50)9(3.35)13(1.21)
Facial paresis0(0.00)2(0.74)2(0.19)
Generalised tonic-clonic seizure0(0.00)1(0.37)1(0.09)
Guillain-Barre syndrome0(0.00)1(0.37)1(0.09)
Haemorrhagic stroke0(0.00)1(0.37)1(0.09)
Head discomfort5(0.62)0(0.00)5(0.47)
Headache299(37.34)37(13.75)336(31.34)
Hemianopia0(0.00)1(0.37)1(0.09)
Hemiparesis1(0.12)3(1.12)4(0.37)
Hemiplegia0(0.00)1(0.37)1(0.09)
Hyperaesthesia1(0.12)0(0.00)1(0.09)
Hypersomnia7(0.87)0(0.00)7(0.65)
Hypertonia0(0.00)1(0.37)1(0.09)
Hypoaesthesia59(7.35)22(8.18)81(7.56)
Hypokinesia0(0.00)1(0.37)1(0.09)
Hypotonia0(0.00)2(0.74)2(0.19)
Incoherent/Incoherent Speech disorder1(0.12)3(1.12)4(0.37)
Intracranial aneurysm0(0.00)1(0.37)1(0.09)
Ischaemic stroke0(0.00)1(0.37)1(0.09)
Lacunar infarction1(0.12)00(0.00)1(0.09)
Lethargy9(1.12)3(1.12)12(1.12)
Loss of consciousness9(1.12)7(2.60)16(1.49)
Memory impairment3(0.37)6(2.23)9(0.84)
Migraine16(1.99)3(1.12)19(1.77)
Monoplegia1(0.12)00(0.00)1(0.09)
Motor dysfunction0(0.00)1(0.37)1(0.09)
Muscle contractions involuntary1(0.12)0(0.00)1(0.09)
Neuralgia1(0.12)1(0.37)2(0.19)
Neurologic neglect syndrome0(0.00)1(0.37)1(0.09)
Neurological symptom0(0.00)1(0.37)1(0.09)
Opisthotonus0(0.00)1(0.37)1(0.09)
Paraesthesia70(8.72)15(5.58)85(7.93)
Poor quality sleep0(0.00)1(0.37)1(0.09)
Posterior reversible encephalopathy syndrome0(0.00)1(0.37)11(0.09)
Presyncope11(1.37)2(0.74)13(1.21)
Reflexes abnormal0(0.00)1(0.37)1(0.09)
Repetitive speech0(0.00)1(0.37)1(0.09)
Sedation1(0.12)0(0.00)1(0.09)
Seizure0(0.00)6(2.23)6(0.56)
Seizure like phenomena0(0.00)1(0.37)1(0.09)
Sensory disturbance3(0.37)2(0.74)5(0.47)
Sinus headache1(0.12)0(0.00)1(0.09)
Somnolence8(1.00)4(1.49)12(1.12)
Speech disorder1(0.12)11(4.09)12(1.12)
Syncope11(1.37)11(4.09)22(2.25)
Taste disorder0(0.00)2(0.74)2(0.19)
Thrombotic stroke0(0.00)1(0.37)1(0.09)
Transient ischaemic attack0(0.00)1(0.37)1(0.09)
Tremor38(4.73)11(0.37)49(4.57)
Tunnel vision3(0.37)0(0.00)3(0.28)
Unresponsive to stimuli3(0.37)19(7.06)22(2.05)
Visual field defect1(0.12)0(0.00)1(0.09)
Investigations(N=3)Coma scale abnormal0(0.00)1(50.00)1(33.33)
Computerised tomogram head abnormal0(0.00)1(50.00)1(33.33)
Magnetic resonance imaging brain abnormal1(0.12)0(0.00)1(33.33)
Table 5

Supplementary Table 4: Neurological adverse drug events suspected to be caused by Vero vaccine use in COVID-19

Broad headingSpecific adverse event  Non-serious n(%) (n=4)Serious n(%) (n=2)Total n(%) (n=6)
Nervous System Disorder (N=6)Cerebral venous sinus thrombosis0(0.00)1(50.0)1(16.77)
 Dizziness4(100.0)0(0.00)4(66.67)
 Headache0(0.00)1(50.0)1(16.67)
Table 7

Supplementary Table 6: Neurological adverse drug events suspected to be caused by unknown vaccine use in COVID-19

Broad headingSpecific adverse event  Non-serious n (%) (n=39)Serious n (%) (n=16)Total n(%) (n=55)
Nervous System Disorder(n=55)Balance disorder0(0.00)1(6.25)1(1.82)
Cerebrovascular accident0(0.00)1(6.25)1(1.82)
Dizziness5(12.82)2(12.5)7(12.73)
Dysgeusia1(2.56)1(6.25)2(3.64)
Dysstasia0(0.00)1(6.25)1(1.82)
Headache22(56.41)4(25.0)26(47.27)
Hypoaesthesia1(2.56)0(0.00)1(1.82)
Lethargy1(2.56)1(6.25)2(3.64)
Migraine1(2.56)1(6.25)2(3.64)
Paraesthesia1(2.56)0(0.00)3(5.45)
Presyncope1(2.56)1(6.25)2(3.64)
Sinus headache1(2.56)0(0.00)1(1.82)
Syncope1(2.56)1(6.25)2(3.64)
Taste disorder1(2.56)0(0.00)1(1.82)
Transient ischaemic attack0(0.00)1(6.25)1(1.82)
Tremor1(2.56)1(6.25)2(3.64)
  29 in total

1.  A Bayesian neural network method for adverse drug reaction signal generation.

Authors:  A Bate; M Lindquist; I R Edwards; S Olsson; R Orre; A Lansner; R M De Freitas
Journal:  Eur J Clin Pharmacol       Date:  1998-06       Impact factor: 2.953

2.  Benefits and strengths of the disproportionality analysis for identification of adverse drug reactions in a pharmacovigilance database.

Authors:  Jean-Louis Montastruc; Agnès Sommet; Haleh Bagheri; Maryse Lapeyre-Mestre
Journal:  Br J Clin Pharmacol       Date:  2011-12       Impact factor: 4.335

3.  Safety and Efficacy of the BNT162b2 mRNA Covid-19 Vaccine.

Authors:  Jean-Noel Vergnes
Journal:  N Engl J Med       Date:  2021-02-17       Impact factor: 91.245

4.  COVID-19 vaccines: comparison of biological, pharmacological characteristics and adverse effects of Pfizer/BioNTech and Moderna Vaccines.

Authors:  S A Meo; I A Bukhari; J Akram; A S Meo; D C Klonoff
Journal:  Eur Rev Med Pharmacol Sci       Date:  2021-02       Impact factor: 3.507

5.  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.

Authors:  Denis Y Logunov; Inna V Dolzhikova; Dmitry V Shcheblyakov; Amir I Tukhvatulin; Olga V Zubkova; Alina S Dzharullaeva; Anna V Kovyrshina; Nadezhda L Lubenets; Daria M Grousova; Alina S Erokhova; Andrei G Botikov; Fatima M Izhaeva; Olga Popova; Tatiana A Ozharovskaya; Ilias B Esmagambetov; Irina A Favorskaya; Denis I Zrelkin; Daria V Voronina; Dmitry N Shcherbinin; Alexander S Semikhin; Yana V Simakova; Elizaveta A Tokarskaya; Daria A Egorova; Maksim M Shmarov; Natalia A Nikitenko; Vladimir A Gushchin; Elena A Smolyarchuk; Sergey K Zyryanov; Sergei V Borisevich; Boris S Naroditsky; Alexander L Gintsburg
Journal:  Lancet       Date:  2021-02-02       Impact factor: 79.321

Review 6.  Nanomaterial Delivery Systems for mRNA Vaccines.

Authors:  Michael D Buschmann; Manuel J Carrasco; Suman Alishetty; Mikell Paige; Mohamad Gabriel Alameh; Drew Weissman
Journal:  Vaccines (Basel)       Date:  2021-01-19

Review 7.  The Implications of Zinc Therapy in Combating the COVID-19 Global Pandemic.

Authors:  Nandeeta Samad; Temitayo Eniola Sodunke; Abdullahi Rabiu Abubakar; Iffat Jahan; Paras Sharma; Salequl Islam; Siddhartha Dutta; Mainul Haque
Journal:  J Inflamm Res       Date:  2021-02-26

8.  First Month of COVID-19 Vaccine Safety Monitoring - United States, December 14, 2020-January 13, 2021.

Authors:  Julianne Gee; Paige Marquez; John Su; Geoffrey M Calvert; Ruiling Liu; Tanya Myers; Narayan Nair; Stacey Martin; Thomas Clark; Lauri Markowitz; Nicole Lindsey; Bicheng Zhang; Charles Licata; Amelia Jazwa; Mark Sotir; Tom Shimabukuro
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2021-02-26       Impact factor: 17.586

9.  Different Adjuvants Induce Common Innate Pathways That Are Associated with Enhanced Adaptive Responses against a Model Antigen in Humans.

Authors:  Wivine Burny; Andrea Callegaro; Viviane Bechtold; Frédéric Clement; Sophie Delhaye; Laurence Fissette; Michel Janssens; Geert Leroux-Roels; Arnaud Marchant; Robert A van den Berg; Nathalie Garçon; Robbert van der Most; Arnaud M Didierlaurent
Journal:  Front Immunol       Date:  2017-08-14       Impact factor: 7.561

10.  Cardiovascular Adverse Events Reported from COVID-19 Vaccines: A Study Based on WHO Database.

Authors:  Rimple Jeet Kaur; Siddhartha Dutta; Jaykaran Charan; Pankaj Bhardwaj; Ankita Tandon; Dharamveer Yadav; Salequl Islam; Mainul Haque
Journal:  Int J Gen Med       Date:  2021-07-27
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  4 in total

Review 1.  Current Evidence in SARS-CoV-2 mRNA Vaccines and Post-Vaccination Adverse Reports: Knowns and Unknowns.

Authors:  Dimitra S Mouliou; Efthimios Dardiotis
Journal:  Diagnostics (Basel)       Date:  2022-06-26

Review 2.  mRNA-based COVID-19 Vaccines Booster Dose: Benefits, Risks and Coverage.

Authors:  Abdulqadir Nashwan; Mohamed Yassin; Ashraf Soliman; Vincenzo De Sanctis; Mohamed Ibrahim
Journal:  Acta Biomed       Date:  2022-07-01

3.  Serious adverse events of special interest following mRNA COVID-19 vaccination in randomized trials in adults.

Authors:  Joseph Fraiman; Juan Erviti; Mark Jones; Sander Greenland; Patrick Whelan; Robert M Kaplan; Peter Doshi
Journal:  Vaccine       Date:  2022-08-31       Impact factor: 4.169

Review 4.  Development of facial palsy following COVID-19 vaccination: A systematic review.

Authors:  Maman Khurshid; Iflah Ansari; Hafsa Ahmad; Hafsa Ghaffar; Aiman Khurshid; Abia Shahid; Mohammad Yasir Essar; Irfan Ullah; Huzaifa Ahmad Cheema
Journal:  Ann Med Surg (Lond)       Date:  2022-09-30
  4 in total

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