Abstract
Purpose
The safety and efficacy of the several types of COVID-19 vaccines, including mRNA-based, viral vector-based, and inactivated vaccines, have been approved by WHO. The vaccines can confer protection against severe SARS-CoV-2 infection through induction of the anti-spike protein neutralizing antibodies. However, SARS-CoV-2 vaccines have been associated with very rare complications, such as thyroid disorders. This review was conducted to highlight main features of thyroid abnormalities following COVID-19 vaccination.
Methods
A comprehensive search within electronic databases was performed to collect reports of thyroid disorders after vaccination with COVID-19 vaccines.
Results
Among 83 reported cases including in this review, the most cases of thyroid abnormalities were observed after vaccination with mRNA-based vaccines (68.7%), followed by viral vector vaccines (15.7%) and 14.5% cases following inactivated vaccines. Subacute thyroiditis (SAT) was the most common COVID-19 vaccination-related thyroid disease, accounting for 60.2% of all cases, followed by Graves' disease (GD) with 25.3%. Moreover, some cases with focal painful thyroiditis (3.6%), silent thyroiditis (3.6%), concurrent GD and SAT (2.4%), thyroid eye disease (1.2%), overt hypothyroidism (1.2%), atypical subacute thyroiditis (1.2%), and painless thyroiditis with TPP (1.2%) were also reported. Overall, in 58.0% of SAT cases and in 61.9% of GD cases, the onset of the symptoms occurred following the first vaccine dose with a median of 10.0 days (ranged: 3–21 days) and 10.0 days (ranged: 1–60 days) after vaccination, respectively. Moreover, 40.0% of SAT patients and 38.1% of GD patients developed the symptoms after the second dose with a median of 10.5 days (ranged: 0.5–37 days) and 14.0 days (ranged: 2–35 days) after vaccination, respectively.
Conclusion
Fortunately, almost all cases with COVID-19 vaccination-associated thyroid dysfunctions had a favorable outcome following therapy. The benefits of COVID-19 vaccinations in terms of terminating the pandemic and/or reducing mortality rates can exceed any risk of infrequent complications such as a transient thyroid malfunction.
Similar content being viewed by others
Introduction
Since the emergence of COVID-19 at the end of 2019, more than 426 million infections and 5,800,000 deaths have been documented due to this disease, as of 20 February 2022 [1]. While there is currently no confirmed curative treatment for the COVID-19, various types of vaccines have been developed including innovative technology-based vaccines (mRNA-based and virus-vector-based vaccines), which can induce high protection against severe forms of COVID-19. The World Health Organization (WHO) confirmed on November 15, 2021 that some mRNA-based vaccines (Moderna and Pfizer/BioNTech), viral vector-based vaccines (AstraZeneca/Oxford and Johnson and Johnson), and inactivated vaccines (Sinopharm, Sinovac, and Covaxin) are safe and effective [2, 3]. As of 20 February 2022, a total of more than 10.4 billion vaccine doses have been administered, globally [1]. The COVID-19 vaccines can confer protection through induction of the anti-spike (S) protein neutralizing antibodies [4]. The overall safety and efficacy of currently available COVID-19 vaccines have been indicated in multiple studies [5,6,7]. However, the occurrence of a few cases of post-vaccination complications, such as thyroid disorders, has been observed after administration of various types of COVID-19 vaccines [5].
Thyroid hormones influence almost all nucleated cells and play a fundamental role in the regulation of vital activities, such as metabolism, growth, haematopoiesis, and reproduction [8, 9]. Thyroid gland-derived hormones regulate the function of the majority of organs and maintain the body's internal homeostasis [10]. Thyroid disorders are frequent and have detrimental influences on the general health of all patients. Thyroid illnesses are diagnosed based on evidence of structural abnormalities in the gland as well as impaired secretory function [8, 10]. Based on the above explanation, in evaluating the safety of many drugs and vaccines, there is special attention to their impacts on thyroid function. This attention to the side effects of the COVID-19 vaccines on this gland was explored and reported in a few papers mainly as case reports/series. However, a summary review is needed to generate a comprehensive view to compare and combine their findings. Therefore, we reviewed the published papers to compile their results.
Methods
We conducted a review of the literature to identify all reports regarding thyroid dysfunction after COVID-19 vaccination by searching for indexed articles until 20 February 2022 in PubMed, PubMed Central, Web of Science, and Scopus. The following keywords were used: COVID-19, SARS-CoV-2, Vaccine, Vaccination, thyroid, thyroiditis, and Graves' disease (GD). Inclusion criteria were administration of the SARS-CoV-2 vaccine, case reports, and case series describing patients with the approved thyroid dysfunction. Articles that were not written in English were excluded from this analysis. Among 80 papers, 40 articles were suitable for inclusion in the analysis, and in a total, 83 patients with thyroid dysfunction were included.
Thyroid dysfunctions after COVID-19 vaccination
Thyroid disorders have been documented following the administration of all COVID-19 vaccine types. To characterize the COVID-19 vaccination-associated thyroid disorders, we categorized them based on the administered vaccine type (Table 1). Among 83 reported cases which were included in this review, the most frequent cases of thyroid abnormalities were observed after vaccination with mRNA-based vaccines [57/83 (68.7%)], followed by viral vector vaccines [13/83 (15.7%)] and 12/83 (14.5%) cases following inactivated vaccines. Moreover, SAT was the most common COVID-19 vaccination-related thyroid disease, accounting for 50/83 (60.2%) of all cases, followed by GD with 21/83 (25.3%). Moreover, some cases with focal painful thyroiditis [3/83 (3.6%)], silent thyroiditis [3/83 (3.6%)], and concurrent GD and SAT [2/83 (2.4%)] were also reported. Thyroid eye disease, overt hypothyroidism, atypical subacute thyroiditis, and painless thyroiditis with thyrotoxic periodic paralysis (TPP) were found with lower frequency [1/83 (1.2%) for each disorder] (Table 1).
Subacute thyroiditis after COVID-19 vaccination
Subacute thyroiditis (SAT), also known as granulomatous thyroiditis or de Quervain’s thyroiditis, is a self-limiting inflammatory illness that is caused by viral infections or postviral inflammatory reactions [11, 12]. A recent viral infection (around 2–6 weeks prior) is thought to be a triggering agent in genetically susceptible individuals [12]. The pathogenesis of SAT has been associated with some viral infections, such as measles, mumps, coxsackie, rubella, and adenovirus, either directly or through an inflammatory reaction to the virus [12]. SARS-CoV-2 infection can also operate as a trigger factor for the development of SAT [11]. Some HLA haplotypes, such as HLA-Bw35, HLA-B67, HLA-B35, HLA-DRB1*08, HLA-DRB1*01, HLA-B*18:01, HLA-DRB1*01, and HLA-C*04:01, have been linked to SAT [13,14,15].
The most prevalent symptom of SAT is anterior neck pain; however, some cases of SAT without any neck pain are also documented [12, 16, 17]. The clinical course of SAT often consists of three sequential phases: thyrotoxicosis in the first months, hypothyroidism for about 3 months, and ultimately euthyroidism [17, 18].
Table 2 summarizes the main characteristics of the 50 COVID-19 vaccination-related SAT cases reported as of February 20, 2022. According to vaccine type, the distribution of SAT cases was: 31/50 (62.0%) after vaccination with mRNA-based vaccines, 12/50 (24.0%) after vaccination with inactivated vaccines, and 6/50 (12.0%) after vaccination with vector-based vaccines (Tables 1 and 2). Vaccine type and brand were not reported for one case with SAT [19] (Table 2).
According to vaccine brand, 25/50 (50.0%) of SAT cases were reported after Pfizer vaccination, 11/50 (22.0%) of cases after Sinovac (Life Sciences, Beijing) vaccination, 6/50 (12.0%) of cases after AstraZeneca vaccination, 6/50 (12.0%) of cases after Moderna vaccination, and 1/50 (2.0%) of cases after Covaxin (Bharat Biotech, India) vaccination.
The frequency of the SAT is highest in middle-aged women, and females account for 75.0–80.0% of patients [20, 21]. According to the gender of patients, 36/50 (72.0%) of SAT cases were women, while 14/50 (28.0%) were men, and the women/men ratio was about 2.57:1. The median age was 39.5 years (ranged: 26–73 years) for SAT women and was 45.5 years (ranged: 26–75 years) for SAT men. In 19/36 (52.8%) of women and in 10/14 (71.4%) of men, the onset of SAT symptoms occurred following the first vaccine dose with a median of 10.0 days (ranged: 3–21 days) and 10 days (ranged: 3–15 days) after vaccination, respectively (Table 3). In 16/36 (44.4%) of women and in 4/14 (28.6%) of men, the onset of SAT symptoms occurred following the second vaccine dose with a median of 6.5 days (ranged: 0.5–30 days) and 18.5 days (ranged: 7–37 days) after vaccination, respectively. Overall, in 29/50 (58.0%) of patients, the onset of SAT symptoms occurred following the first vaccine dose with a median of 10.0 days (ranged: 3–21 days) after vaccination, whereas 20/50 (40.0%) of patients developed the symptoms after the second dose with a median of 10.5 days (ranged: 0.5–37 days) after vaccination. The onset time of symptoms was not reported in one SAT woman. The reported SAT cases were from 11 countries, including Germany, USA, Greece, Spain, Turkey, UK, Cyprus, Iran, South Korea, Ireland, and Brazil (Table 2).
Regarding the characteristics of SAT, the inflammatory indicators such as erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP) levels are virtually increased [22]. The ultrasonography features of SAT include hypoechoic and heterogeneous patches with blurred borders, as well as weak vascularization [23, 24]. In examined cases, the thyroid ultrasonography or scintigraphy imaging was consistent with SAT characteristics. COVID-19 vaccination-associated SAT mainly presented with the clinical characteristics of neck pain, thyrotoxicosis-related thyroid function tests (TFTs) (low TSH along with high free T4), and confirmatory ultrasonography and scintigraphy findings. Regarding the therapeutic and outcome aspects, steroidal and non-steroidal anti‐inflammatory drugs (NSAIDs) were effective for the improvement of symptoms, thyrotoxicosis resolution, and inflammatory marker normalization.
Graves’ disease after COVID-19 vaccination
Graves' disease (GD) as an autoimmune disease is caused by agonist autoantibodies to the thyroid-stimulating hormone receptor (TSHR), inducing hyperthyroidism, independent of pituitary regulation [50]. The binding of thyroid-stimulating antibodies (TSAb) to thyrocyte TSHR induces cell proliferation, thyroid growth, and hyper-secretion of T4 and T3 hormones [51]. Anti-TSHR, anti-TPO, and anti-TG antibodies are found in 90.0, 80.0, and 50.0–60.0% of GD patients, respectively [52].
A combination of environmental and genetic parameters can contribute to the development of GD. The association of GD susceptibility with certain HLA genes, such as HLA-A*68, HLA-B*08, HLA-DRB1*03, DQB1*02, and DQA1*0501, has been reported [53, 54]. Due to molecular mimicry between thyroid molecules and infectious agents, some bacterial infections (such as Yersinia enterocolitica and Helicobacter pylori) and viral infections (hepatitis C and congenital rubella) can induce GD by inducing cross-reactive antibodies [53]. Moreover, influenza B virus, Foamy viruses, Parvovirus B19, and Epstein–Barr virus can also contribute to GD development [51]. The association of GD with COVID-19 was also indicated which mainly affected females about 30–60 days from the day of COVID-19 beginning. COVID-19-related hyper-inflammatory responses can trigger the GD development [53].
Table 4 summarizes the main characteristics of the 21 COVID-19 vaccination-related GD cases reported on February 20, 2022. In reported GD cases, the primary clinical symptoms, TFTs, and thyroid ultrasonography or scintigraphy imaging were consistent with GD characteristics. GD is the second COVID-19 vaccination-related thyroid disease, accounting for 31.6% of all cases. According to vaccine type, the distribution of GD cases was: 16/21 (76.2%) after vaccination with mRNA-based vaccines, and 5/21 (23.8%) after vaccination with vector-based vaccines. According to vaccine brand, the distribution of GD patients was: 14/21 (66.7%) of cases after vaccination with the Pfizer vaccine, 4/21 (19.0%) of cases after vaccination with the AstraZeneca vaccine, 2/21 (9.5%) of cases after vaccination with the Moderna vaccine, and 1/21 (4.8%) of cases after vaccination with the Janssen vaccine (Table 4).
GD affects people of all ages, although it is more prevalent among women of reproductive age, with a female-to-male ratio of 5–10:1 [50, 51]. According to the gender of patients, 16/21 (76.2%) of GD cases were women, while 5/21 (23.8%) were men, and the women/men ratio was 3.2:1 (Table 3). The median age was 44 years (ranged: 28–73 years) for GD women and was 46 years (ranged: 30–70 years) for GD men. In 11/16 (68.8%) of women and in 2/5 (40.0%) of men, the onset of GD symptoms occurred following the first vaccine dose, with a median of 7 days (ranged: 1–60 days), and 14.5 days (range: 14–15 days) after vaccination, respectively. In 5/16 (31.2%) of women and in 3/5 (60.0%) of men, the onset of GD symptoms occurred following the second vaccine dose with a median of 14 days (ranged: 5–35 days), and 28 days (ranged: 2–28 days) after vaccination, respectively. Overall, in 13/21 (61.9%) of patients, the onset of GD symptoms occurred following the first vaccine dose with a median of 10 days (ranged: 1–60 days) after vaccination, whereas 8/21 (38.1%) of patients developed the symptoms after the second dose with a median of 14 days (ranged: 2–35 days) after vaccination (Table 3). Previous thyroid abnormalities were observed in two GD cases (Table 4). The reported GD cases were from ten countries, including Spain, Austria, Australia, Mexico, South Korea, China, USA, Thailand, Italy, and Belgium (Table 4).
Other thyroid disorders after COVID-19 vaccination
Table 5 summarizes the main characteristics of 12 cases who expressed focal painful thyroiditis, silent thyroiditis, concurrent GD and SAT, thyroid eye disease, overt hypothyroidism, atypical subacute thyroiditis, and painless thyroiditis with thyrotoxic periodic paralysis after COVID-19 vaccination. Focal painful thyroiditis was reported in 3 women with a median age of 38.0 years (ranged: 35–59 years) after vaccination with the Pfizer vaccine. Painless or silent thyroiditis is caused by the destruction of thyroid follicles by inflammation, which results in the release of preformed T3 and T4, causing transitory thyrotoxicosis. Patients display thyrotoxicosis symptoms, but unlike the SAT, they have no pain or tenderness in their thyroid. In 2–12 weeks, the thyrotoxic status recovers spontaneously, and the patients either return to euthyroid condition or pass through a temporary hypothyroid stage [64]. Moreover, 3 patients (2 women and 1 man) with a median age of 32.0 years (ranged: 29–34 years) exhibited silent thyroiditis after receiving the first dose of the mRNA-based vaccines (Pfizer and Moderna). Two patients (1 woman and 1 man with 69 and 39 years old, respectively) also displayed concurrent GD and SAT after receiving the first dose of the Pfizer or Janssen vaccines.
Thyroid eye disease (TED), also known as Graves' eye disease or Graves’ ophthalmopathy, is a self-limiting orbital inflammatory disorder, that can be sight disfiguring and debilitating. TED is more prevalent among women, and the women/men is about 5.5:1 [65, 66]. The majority of TED patients exhibit biochemical indicators of GD. However, TED can be developed in individuals with hypothyroidism or euthyroidism [65]. The activation of fibroblasts by anti-TSHR and anti-insulin-like growth factor-1 (IGF-1) antibodies contributes to the development of TED. Th1 cells, B cells, macrophages, and mast cells are also infiltrated [67]. Inflammation of the extraocular muscles leads to proptosis and reduced eye movements. The compression of the optic nerve results in optic neuropathy and irreversible eyesight loss [65]. A 50 year old American woman with controlled GD expressed TED at 3 days after vaccination with the 2nd dose of the Pfizer-BioNTech vaccine [68]. The characteristics of 3 other cases from Italy, Spain, and South Korea who expressed overt hypothyroidism, atypical SAT, and painless thyroiditis with thyrotoxic periodic paralysis (TPP) were also exhibited in Table 5.
Mechanisms of COVID-19 vaccination-induced thyroid dysfunctions
The results of this study indicate the occurrence of thyroid disorders following COVID-19 vaccination. The occurrence of the SAT was also reported after vaccination with influenza [72,73,74,75], human papillomavirus [76, 77], and hepatitis B [78] vaccines. In 8 cases of SAT reported after influenza vaccination, the symptoms have occurred during 2–60 days following the administration of vaccine [72,73,74,75, 79]. All cases were successfully treated and completely recovered [79]. Thyroid cells express the SARS-CoV-2 receptor named angiotensin-converting enzyme 2 (ACE2) as well as transmembrane protease, serine 2 (TMPRSS2) facilitating the virus infectivity [80]. Thus, SARS-CoV-2 can directly attack the thyroid tissue, leading to gland dysfunction during and after COVID-19. SARS-CoV-2 can be considered as a driver of SAT, GD, and Hashimoto’s thyroiditis [80]. The results from a systematic review indicated that 13–64% of COVID-19 patients display thyroid dysfunction, and a positive correlation was also found between the COVID-19-related clinical severity and gland abnormalities [81]. The SARS-CoV-2-related SAT mainly occurred in COVID-19 patients with ages 18–63 years and women accounting for 73.6% of the cases [80].
However, the etiology of thyroid abnormalities remains to be proven in future investigations. Just like infections, vaccines can play a role in the development of autoimmune diseases through various mechanisms, such as molecular mimicry, epitope spreading, polyclonal activation, bystander activation, and presentation of cryptic antigenic determinants [5]. If the antigenic content of a vaccine shares structural similarities with autoantigens, then the immune response to the vaccine antigen could extend to host cells exhibiting the similar self-antigen. In genetically susceptible people, the molecular mimicry between the vaccination antigen and thyroid proteins might trigger an autoimmune response [82]. A cross-reactive immune response against the thyroid cells can result from immune responses to SARS-CoV-2-related proteins. It has been indicated that antibody against SARS-CoV-2 S protein potently reacts with TPO [83]. These antibodies may have a role in initiating the autoimmunity via molecular mimicry in susceptible individuals [84]. SARS-CoV-2 S protein, nucleoprotein, and membrane protein, all cross-react with TPO. According to BLAST matching, a number of TPO-related gene sequences exhibit similarity with gene sequences in multiple SARS-CoV-2 proteins. As a result, antibodies generated against SARS-CoV-2 may contribute to the development of autoimmune thyroiditis. As there is a high similarity between genomic sequences of SARS-CoV and SARS-CoV-2, patients with SARS may also exhibit destruction of thyroid follicular cells [82]. Cross-reactivity of SARS-CoV-2 with thyroid proteins might result in the emergence of autoimmune thyroiditis after COVID-19 vaccination. It should be noted that the existence of molecular similarity does not necessarily lead to autoimmunity. In addition to molecular mimicry, other factors, such as tissue injury, prolonged inflammatory reaction, and genetically predisposed background, may be necessary to cause autoimmune disease. For instance, a Lyme disease vaccine consists an antigenic determinant of Borrelia burgdorferi outer surface protein A, which has high similarity to human lymphocyte function-associated antigen-1, a member of leukocyte adhesion molecules [85]. Despite this similarity raised concern about the safety of this vaccine, there was no indication of the elevated risk of arthritis in people who received the Lyme vaccination [86, 87].
If thyroid autoimmunity is triggered by molecular mimicry between COVID-19 vaccines and thyroid antigens, particularly TPO, it remains to explain why a rise in Hashimoto's thyroiditis has not been reported following vaccination. This is likely due to lack of investigation and under-estimating, because SAT and GD are characterized by a rapid onset of clinical symptoms that facilitate their diagnosis. However, Hashimoto's thyroiditis has a chronic and slow course, and usually, hypothyroidism (and thus symptoms) occurs years after the appearance of thyroid-related autoantibodies [52]. To establish whether there is an increase also in Hashimoto's thyroiditis occurrence following SARS-CoV-2 vaccination, prospective studies measuring thyroid-related autoantibodies before and after vaccination as well as comparison with an unvaccinated control group should be conducted.
Bystander activation is an antigen non-specific process that results in the activation of autoreactive T cells [5, 88]. In bystander activation, host tissue damage due to immunopathologic responses or infection leads to the releasing of sequestered autoantigens, activating antigen-presenting cells (APCs) and autoreactive Th cells. After that, activated macrophages and autoreactive T cells produce cytokines, which result in the recruitment of more Th cells promoting local inflammation [5, 88]. Abnormal cytokine and chemokine production can lead to aberrant expression of major histocompatibility complex (MHC) class II molecules, contributing to the pathogenesis of viral diseases, probably through the presentation of autoantigens [84]. Imbalances in various T-cell subsets have been related to some thyroid disorders [89, 90].
Furthermore, COVID-19 vaccine-derived S protein can directly bind to ACE2-expressing thyroid cells, leading to thyroid dysfunction. This possible alternative mechanism may explain the occurrence of thyroid dysfunction following vaccination with all types of SARS-CoV-2 vaccines. In addition to the protective target antigen, vaccines may contain other components, such as adjuvants that potentiate the immune response to the antigen, stabilizers, and preservatives, and sometimes traces of antibiotics to avoid bacterial or/and fungal contaminations during the manufacturing process [5]. The vaccine adjuvants (such as aluminum and thimerosal) were linked to autoantibody levels, such as increased anticardiolipin antibodies after influenza vaccination in lupus patients, as well as anti-thyroid and anti-ovarian antibodies after HPV vaccination [86]. The findings presented here indicate that most cases of thyroid abnormalities, including SAT and GD, were observed after vaccination with mRNA-based vaccines. While the novel mRNA-based vaccines of COVID-19 do not contain adjuvants, the mRNA could act as an adjuvant due to its intrinsic immunostimulatory properties [91]. Indeed, the possible recognition of mRNA by endosomal Toll-like receptors (such as TLR7 and TLR8) and cytoplasmic sensors such as retinoic acid-inducible gene I (RIG-I) [92, 93] potentiate the inflammatory reactions that amplify the autoimmune responses in genetically susceptible people.
The post-vaccination SAT and GD occurred with a greater rate in women compared to men. Like most autoimmune diseases, these observations can be attributed to the immunological effects of sex hormones. For example, testosterone promotes, while estrogen reduces the regulatory T (Treg)-cell-related activity [94]. The association of the vaccine-induced autoimmunity and human leukocyte antigen (HLA) gene has been also indicated. Furthermore, genetic polymorphisms in the cytokine genes may cause overexpression of cytokines and hyper-inflammatory responses, resulting in unfavorable consequences [86, 95, 96].
Conclusion
The reports concerning the incidence rate of vaccination-induced autoimmune responses may be under-estimated [86]. Because an effective monitoring system is missing, and the vaccination status of the majority of patients with newly diagnosed thyroid dysfunction is not checked. The world is currently undertaking the greatest mass vaccination, and cases of thyroid abnormalities will undoubtedly arise, either as a result of the vaccine-associated and/or vaccine-independent processes. Thus, prospective studies using vaccinated and unvaccinated groups should be conducted to establish a valid risk/benefit assessment and reliable figures of thyroid disorders. Fortunately, a favorable outcome was observed in nearly all cases of COVID-19 vaccination-associated thyroid dysfunction after treatment.
Globally, there is no exact information regarding the coverage of each type of COVID-19 vaccine. As of February 22, 2022, the numbers of administered doses based on the vaccine type in European countries are as follows: Pfizer: 592.37 million doses, Moderna: 143.35 million doses, AstraZeneca: 67.39 million doses, Johnson & Johnson: 18.5 million doses, Sinopharm: 2.29 million doses, and Sputnik V: 1.85 million doses [97]. Therefore, the increased incidence of thyroid disorders after vaccination with a particular vaccine may be attributed to the higher coverage of that vaccine. In addition, post-vaccination thyroid complications may be more monitored in some countries. It should be noted that reports of thyroid disorders following vaccination do not prove causality. More longitudinal studies using control groups are necessary to paint a clearer picture of the subject. Physicians should be knowledgeable about the typical and atypical clinical manifestations of these thyroid disorders to diagnose and manage possible cases and mitigate adverse events.
References
World Health Organization (2022) WHO COVID-19 dashboard. https://covid19.who.int/
Shiravi AA, Ardekani A, Sheikhbahaei E, Heshmat-Ghahdarijani K (2021) Cardiovascular complications of SARS-CoV-2 vaccines: an overview. Cardiol Therapy. https://doi.org/10.1007/s40119-021-00248-0
World Health Association. COVID-19 vaccines advice. https://www.who.int/emergencies/diseases/novel-coronavirus-2019/covid-19-vaccines/advice Accessed 18 Dec 2021.
Kyriakidis NC, López-Cortés A, González EV, Grimaldos AB, Prado EO (2021) SARS-CoV-2 vaccines strategies: a comprehensive review of phase 3 candidates. NPJ Vaccines 6(1):28–28. https://doi.org/10.1038/s41541-021-00292-w
Olivieri B, Betterle C, Zanoni G (2021) Vaccinations and autoimmune diseases. Vaccines 9(8):815. https://doi.org/10.3390/vaccines9080815
Polack FP, Thomas SJ, Kitchin N, Absalon J, Gurtman A, Lockhart S, Perez JL, Pérez Marc G, Moreira ED, Zerbini C et al (2020) Safety and efficacy of the BNT162b2 mRNA Covid-19 vaccine. N Engl J Med 383(27):2603–2615. https://doi.org/10.1056/NEJMoa2034577
Lim HX, Arip M, Yahaya AAA-F, Jazayeri SD, Poppema S, Poh CL (2021) Immunogenicity and safety of SARS-CoV-2 vaccines in clinical trials. Front Biosci 26(11):1286–1304. https://doi.org/10.52586/5024
Taylor PN, Albrecht D, Scholz A, Gutierrez-Buey G, Lazarus JH, Dayan CM, Okosieme OE (2018) Global epidemiology of hyperthyroidism and hypothyroidism. Nat Rev Endocrinol 14(5):301–316. https://doi.org/10.1038/nrendo.2018.18
Jafarzadeh A, Poorgholami M, Izadi N, Nemati M, Rezayati M (2010) Immunological and hematological changes in patients with hyperthyroidism or hypothyroidism. Clin Invest Med 33(5):E271–E279. https://doi.org/10.25011/cim.v33i5.14352
Bargiel P, Szczuko M, Stachowska L, Prowans P, Czapla N, Markowska M, Petriczko J, Kledzik J, Jędrzejczyk-Kledzik A, Palma J et al (2021) Microbiome metabolites and thyroid dysfunction. J Clin Med 10(16):3609. https://doi.org/10.3390/jcm10163609
Aemaz Ur Rehman M, Farooq H, Ali MM, Ebaad Ur Rehman M, Dar QA, Hussain A (2021) The association of subacute thyroiditis with COVID-19: a systematic review. SN Compr Clin Med. https://doi.org/10.1007/s42399-021-00912-5
Stasiak M, Lewiński A (2021) New aspects in the pathogenesis and management of subacute thyroiditis. Rev Endocr Metab Disord 22(4):1027–1039. https://doi.org/10.1007/s11154-021-09648-y
Ohsako N, Tamai H, Sudo T, Mukuta T, Tanaka H, Kuma K, Kimura A, Sasazuki T (1995) Clinical characteristics of subacute thyroiditis classified according to human leukocyte antigen typing. J Clin Endocrinol Metab 80(12):3653–3656. https://doi.org/10.1210/jcem.80.12.8530615
Stasiak M, Tymoniuk B, Michalak R, Stasiak B, Kowalski ML, Lewiński A (2020) Subacute thyroiditis is associated with HLA-B*18:01, -DRB1*01 and -C*04:01-the significance of the new molecular background. J Clin Med 9(2):534. https://doi.org/10.3390/jcm9020534
Fatourechi V, Aniszewski JP, Fatourechi GZ, Atkinson EJ, Jacobsen SJ (2003) Clinical features and outcome of subacute thyroiditis in an incidence cohort: Olmsted County, Minnesota, study. J Clin Endocrinol Metab 88(5):2100–2105. https://doi.org/10.1210/jc.2002-021799
Al-Tikrity MA, Magdi M, Abou Samra AB, Elzouki AY (2020) Subacute thyroiditis: an unusual presentation of fever of unknown origin following upper respiratory tract infection. Am J Case Rep 21:e920515. https://doi.org/10.12659/ajcr.920515
Scappaticcio L, Pitoia F, Esposito K, Piccardo A, Trimboli P (2020) Impact of COVID-19 on the thyroid gland: an update. Rev Endocr Metab Disord 22(4):803–815. https://doi.org/10.1007/s11154-020-09615-z
Pearce EN, Farwell AP, Braverman LE (2003) Thyroiditis. N Engl J Med 348(26):2646–2655. https://doi.org/10.1056/NEJMra021194
Patel KR, Cunnane ME, Deschler DG (2021) SARS-CoV-2 vaccine-induced subacute thyroiditis. Am J Otolaryngol 43(1):103211. https://doi.org/10.1016/j.amjoto.2021.103211
Görges J, Ulrich J, Keck C, Müller-Wieland D, Diederich S, Janssen OE (2020) Long-term outcome of subacute thyroiditis. Exp Clin Endocrinol Diabetes 128(11):703–708. https://doi.org/10.1055/a-0998-8035
Samuels MH (2012) Subacute, silent, and postpartum thyroiditis. Med Clin North Am 96(2):223–233. https://doi.org/10.1016/j.mcna.2012.01.003
Li JH, Daniels GH, Barbesino G (2021) Painful subacute thyroiditis is commonly misdiagnosed as suspicious thyroid nodular disease. Mayo Clinic Proc Innov Qual Outcomes 5(2):330–337. https://doi.org/10.1016/j.mayocpiqo.2020.12.007
Cappelli C, Pirola I, Gandossi E, Formenti AM, Agosti B, Castellano M (2014) Ultrasound findings of subacute thyroiditis: a single institution retrospective review. Acta Radiol 55(4):429–433. https://doi.org/10.1177/0284185113498721
Vural Ç, Paksoy N, Gök ND, Yazal K (2015) Subacute granulomatous (De Quervain’s) thyroiditis: fine-needle aspiration cytology and ultrasonographic characteristics of 21 cases. Cytojournal 12:9. https://doi.org/10.4103/1742-6413.157479
Bornemann C, Woyk K, Bouter C (2021) Case report: two cases of subacute thyroiditis following SARS-CoV-2 vaccination. Front Med 8:737142. https://doi.org/10.3389/fmed.2021.737142
Plaza-Enriquez L, Khatiwada P, Sanchez-Valenzuela M, Sikha A (2021) A case report of subacute thyroiditis following mRNA COVID-19 vaccine. Case Rep Endocrinol 2021:8952048. https://doi.org/10.1155/2021/8952048
Siolos A, Gartzonika K, Tigas S (2021) Thyroiditis following vaccination against COVID-19: report of two cases and review of the literature. Metabol Open 12:100136. https://doi.org/10.1016/j.metop.2021.100136
Pujol A, Gómez LA, Gallegos C, Nicolau J, Sanchís P, González-Freire M, López-González ÁA, Dotres K, Masmiquel L (2021) Thyroid as a target of adjuvant autoimmunity/inflammatory syndrome due to mRNA-based SARS-CoV2 vaccination: from Graves’ disease to silent thyroiditis. J Endocrinol Invest. https://doi.org/10.1007/s40618-021-01707-0
Chatzi S, Karampela A, Spiliopoulou C, Boutzios G (2021) Subacute thyroiditis after SARS-CoV-2 vaccination: a report of two sisters and summary of the literature. Hormones 21(1):177–179. https://doi.org/10.1007/s42000-021-00332-z
Şahin Tekin M, Şaylısoy S, Yorulmaz G (2021) Subacute thyroiditis following COVID-19 vaccination in a 67-year-old male patient: a case report. Hum Vaccin Immunother 17(11):4090–4092. https://doi.org/10.1080/21645515.2021.1947102
Oyibo SO (2021) Subacute thyroiditis after receiving the adenovirus-vectored vaccine for coronavirus disease (COVID-19). Cureus 13:e16045. https://doi.org/10.7759/cureus.16045
İremli BG, Şendur SN, Ünlütürk U (2021) Three cases of subacute thyroiditis following SARS-CoV-2 vaccine: postvaccination ASIA Syndrome. J Clin Endocrinol Metab 106(9):2600–2605. https://doi.org/10.1210/clinem/dgab373
Franquemont S, Galvez J (2021) Subacute thyroiditis after mRNA vaccine for Covid-19. J Endocr Soc 5:A956–A957. https://doi.org/10.1210/jendso/bvab048.1954
Jeeyavudeen MS, Patrick AW, Gibb FW, Dover AR (2021) COVID-19 vaccine-associated subacute thyroiditis: an unusual suspect for de Quervain’s thyroiditis. BMJ Case Rep 14(11):e246425. https://doi.org/10.1136/bcr-2021-246425
Kyriacou A, Ioakim S, Syed AA (2021) COVID-19 vaccination and a severe pain in the neck. Eur J Intern Med 94:95–96. https://doi.org/10.1016/j.ejim.2021.10.008
Saygılı ES, Karakilic E (2021) Subacute thyroiditis after inactive SARS-CoV-2 vaccine. BMJ Case Reports 14:e244711. https://doi.org/10.1136/bcr-2021-244711
Soltanpoor P, Norouzi G (2021) Subacute thyroiditis following COVID-19 vaccination. Clin Case Rep 9:e04812. https://doi.org/10.1002/ccr3.4812
Schimmel J, Alba EL, Chen A, Russell M, Srinath R (2021) Letter to the editor: thyroiditis and thyrotoxicosis after the SARS-CoV-2 mRNA vaccine. Thyroid 31(9):1440. https://doi.org/10.1089/thy.2021.0184
Ratnayake GM, Dworakowska D, Grossman AB (2021) Can COVID-19 immunisation cause subacute thyroiditis? Clin Endocrinol. https://doi.org/10.1111/cen.14555.10.1111/cen.14555
Lee KA, Kim YJ, Jin HY (2021) Thyrotoxicosis after COVID-19 vaccination: seven case reports and a literature review. Endocrine 74(3):470–472. https://doi.org/10.1007/s12020-021-02898-5
Khan F, Brassill MJ (2021) Subacute thyroiditis post-Pfizer-BioNTech mRNA vaccination for COVID-19. Endocrinol Diabetes Metab Case Rep 2021:21–0142. https://doi.org/10.1530/edm-21-0142
Leber HM, Sant’Ana L, Konichi da Silva NR, Raio MC, Mazzeo T, Endo CM, Nascimento H, de Souza CE (2021) Acute thyroiditis and bilateral optic neuritis following SARS-CoV-2 vaccination with CoronaVac: a case report. Ocul Immunol Inflamm 29(6):1200–1206. https://doi.org/10.1080/09273948.2021.1961815
Sözen M, Topaloğlu Ö, Çetinarslan B, Selek A, Cantürk Z, Gezer E, Köksalan D, Bayraktaroğlu T (2021) COVID-19 mRNA vaccine may trigger subacute thyroiditis. Hum Vaccin Immunother 17(12):5120–5125. https://doi.org/10.1080/21645515.2021.2013083
Pandya M, Thota G, Wang X, Luo H (2021) Thyroiditis after coronavirus disease 2019 (COVID-19) mRNA vaccine: a case series. AACE Clin Case Rep. https://doi.org/10.1016/j.aace.2021.12.002
Pla Peris B, Merchante Alfaro AÁ, Maravall Royo FJ, Abellán Galiana P, Pérez Naranjo S, González Boillos M (2022) Thyrotoxicosis following SARS-COV-2 vaccination: a case series and discussion. J Endocrinol Invest. https://doi.org/10.1007/s40618-022-01739-0
Bostan H, Unsal IO, Kizilgul M, Gul U, Sencar ME, Ucan B, Cakal E (2022) Two cases of subacute thyroiditis after different types of SARS-CoV-2 vaccination. Arch Endocrinol Metab. https://doi.org/10.20945/2359-3997000000430
Jhon M, Lee SH, Oh TH, Kang HC (2022) Subacute thyroiditis after receiving the mRNA COVID-19 vaccine (Moderna): the first case report and literature review in Korea. J Korean Med Sci 37:e39. https://doi.org/10.3346/jkms.2022.37.e39
Vasileiou V, Paschou SA, Tzamali X, Mitropoulou M, Kanouta F, Psaltopoulou T, Kassi GN (2022) Recurring subacute thyroiditis after SARS-CoV-2 mRNA vaccine: A case report. Case Rep Womens Health 33:e00378. https://doi.org/10.1016/j.crwh.2021.e00378
Yorulmaz G, Sahin Tekin M (2022) SARS-CoV-2 vaccıne-assocıated subacute thyroıdıtıs. J Endocrinol Invest. https://doi.org/10.1007/s40618-022-01767-w
Davies TF, Andersen S, Latif R, Nagayama Y, Barbesino G, Brito M, Eckstein AK, Stagnaro-Green A, Kahaly GJ (2020) Graves’ disease. Nat Rev Dis Primers 6:52. https://doi.org/10.1038/s41572-020-0184-y
Antonelli A, Ferrari SM, Ragusa F, Elia G, Paparo SR, Ruffilli I, Patrizio A, Giusti C, Gonnella D, Cristaudo A et al (2020) Graves’ disease: epidemiology, genetic and environmental risk factors and viruses. Best Pract Res Clin Endocrinol Metab 34(1):101387. https://doi.org/10.1016/j.beem.2020.101387
Fröhlich E, Wahl R (2017) Thyroid autoimmunity: role of anti-thyroid antibodies in thyroid and extra-thyroidal diseases. Front Immunol 8:521–521. https://doi.org/10.3389/fimmu.2017.00521
Murugan AK, Alzahrani AS (2021) SARS-CoV-2 plays a pivotal role in inducing hyperthyroidism of Graves’ disease. Endocrine 73(2):243–254. https://doi.org/10.1007/s12020-021-02770-6
Mehraji Z, Farazmand A, Esteghamati A, Noshad S, Sadr M, Amirzargar S, Yekaninejad MS, Amirzargar A (2017) Association of human leukocyte antigens class I and II with Graves’ Disease in Iranian population. Iran J Immunol 14(3):223–230
Zettinig G, Krebs M (2021) Two further cases of Graves’ disease following SARS-Cov-2 vaccination. J Endocrinol Invest 45(1):227–228. https://doi.org/10.1007/s40618-021-01650-0
Raven LM, McCormack AI, Greenfield JR (2021) Letter to the editor from Raven: three cases of Subacute Thyroiditis following SARS-CoV-2 vaccine. J Clin Endocrinol Metab 106(9):2600–2605. https://doi.org/10.1210/clinem/dgab822
Vera-Lastra O, Ordinola Navarro A, Cruz Domiguez MP, Medina G, Sánchez Valadez TI, Jara LJ (2021) Two cases of Graves’ Disease following SARS-CoV-2 vaccination: an autoimmune/inflammatory syndrome induced by adjuvants. Thyroid 31(9):1436–1439. https://doi.org/10.1089/thy.2021.0142
Lui DTW, Lee KK, Lee CH, Lee ACH, Hung IFN, Tan KCB (2021) Development of Graves’ Disease after SARS-CoV-2 mRNA vaccination: a case report and literature review. Front Public Health 9:778964. https://doi.org/10.3389/fpubh.2021.778964
Weintraub MA, Ameer B, Sinha Gregory N (2021) Graves Disease following the SARS-CoV-2 vaccine: case series. J Investig Med High Impact Case Rep 9:23247096211063356. https://doi.org/10.1177/23247096211063356
Sriphrapradang C, Shantavasinkul PC (2021) Graves’ disease following SARS-CoV-2 vaccination. Endocrine 74(3):473–474. https://doi.org/10.1007/s12020-021-02902-y
Patrizio A, Ferrari SM, Antonelli A, Fallahi P (2021) A case of Graves’ disease and type 1 diabetes mellitus following SARS-CoV-2 vaccination. J Autoimmun 125:102738. https://doi.org/10.1016/j.jaut.2021.102738
Pierman G, Delgrange E, Jonas C (2021) Recurrence of Graves’ Disease (a Th1-type Cytokine Disease) following SARS-CoV-2 mRNA vaccine administration: a simple coincidence? Eur J Case Rep Intern Med 8(9):002807–002807. https://doi.org/10.12890/2021_002807
Goblirsch TJ, Paulson AE, Tashko G, Mekonnen AJ (2021) Graves’ disease following administration of second dose of SARS-CoV-2 vaccine. BMJ Case Rep 14(12):e246432. https://doi.org/10.1136/bcr-2021-246432
Sakiyama R (1986) Silent thyroiditis. J Fam Pract 23:367–369
McAlinden C (2014) An overview of thyroid eye disease. Eye Vis 1:9–9. https://doi.org/10.1186/s40662-014-0009-8
Lazarus JH (2012) Epidemiology of Graves’ orbitopathy (GO) and relationship with thyroid disease. Best Pract Res Clin Endocrinol Metab 26(3):273–279. https://doi.org/10.1016/j.beem.2011.10.005
Łacheta D, Miśkiewicz P, Głuszko A, Nowicka G, Struga M, Kantor I, Poślednik KB, Mirza S, Szczepański MJ (2019) Immunological aspects of Graves’ ophthalmopathy. Biomed Res Int 2019:7453260–7453260. https://doi.org/10.1155/2019/7453260
Rubinstein TJ (2021) Thyroid eye disease following COVID-19 vaccine in a patient with a history Graves’ Disease: a case report. Ophthalmic Plast Reconstr Surg 37(6):e221–e223. https://doi.org/10.1097/iop.0000000000002059
Capezzone M, Tosti-Balducci M, Morabito EM, Caldarelli GP, Sagnella A, Cantara S, Alessandri M, Castagna MG (2022) Silent thyroiditis following vaccination against COVID-19: report of two cases. J Endocrinol Invest. https://doi.org/10.1007/s40618-021-01725-y
Nakaizumi N, Fukata S, Akamizu T (2022) Painless thyroiditis following mRNA vaccination for COVID-19. Hormones. https://doi.org/10.1007/s42000-021-00346-7
Giusti M, Maio A (2021) Acute thyroid swelling with severe hypothyroid myxoedema after COVID-19 vaccination. Clin Case Rep 9:e05217. https://doi.org/10.1002/ccr3.5217
Hernán Martinez J, Corder E, Uzcategui M, Garcia M, Sostre S, Garcia A (2011) Subacute thyroiditis and dyserythropoesis after influenza vaccination suggesting immune dysregulation. Bol Asoc Med P R 103(2):48–52
Girgis CM, Russo RR, Benson K (2010) Subacute thyroiditis following the H1N1 vaccine. J Endocrinol Invest 33(7):506. https://doi.org/10.1007/bf03346633
Altay FA, Güz G, Altay M (2016) Subacute thyroiditis following seasonal influenza vaccination. Hum Vaccin Immunother 12(4):1033–1034. https://doi.org/10.1080/21645515.2015.1117716
Passah A, Arora S, Damle NA, Reddy KS, Khandelwal D, Aggarwal S (2018) Occurrence of Subacute Thyroiditis following influenza vaccination. Indian J Endocrinol Metab 22(5):713–714. https://doi.org/10.4103/ijem.IJEM_237_18
Pellegrino P, Perrone V, Pozzi M, Carnovale C, Perrotta C, Clementi E, Radice S (2015) The epidemiological profile of ASIA syndrome after HPV vaccination: an evaluation based on the Vaccine Adverse Event Reporting Systems. Immunol Res 61(1–2):90–96. https://doi.org/10.1007/s12026-014-8567-3
Xie Q, Mu XY, Li SQ (2021) Subacute thyroiditis following HPV vaccination: a case report. Sichuan Da Xue Xue Bao Yi Xue Ban 52(6):1047–1048. https://doi.org/10.12182/20211160506
Toft J, Larsen S, Toft H (1998) Subacute thyroiditis after hepatitis B vaccination. Endocr J 45(1):135
Bragazzi NL, Hejly A, Watad A, Adawi M, Amital H, Shoenfeld Y (2020) ASIA syndrome and endocrine autoimmune disorders. Best Pract Res Clin Endocrinol Metab 34(1):101412. https://doi.org/10.1016/j.beem.2020.101412
Murugan AK, Alzahrani AS (2021) SARS-CoV-2: emerging role in the pathogenesis of various thyroid diseases. J Inflamm Res 14:6191–6221. https://doi.org/10.2147/jir.s332705
Giovanella L, Ruggeri RM, Ovčariček PP, Campenni A, Treglia G, Deandreis D (2021) Prevalence of thyroid dysfunction in patients with COVID-19: a systematic review. Clin Transl Imaging. https://doi.org/10.1007/s40336-021-00419-y
Vojdani A, Vojdani E, Kharrazian D (2020) Reaction of human monoclonal antibodies to SARS-CoV-2 proteins with tissue antigens: implications for autoimmune diseases. Front Immunol 11:617089. https://doi.org/10.3389/fimmu.2020.617089
Vojdani A, Kharrazian D (2020) Potential antigenic cross-reactivity between SARS-CoV-2 and human tissue with a possible link to an increase in autoimmune diseases. Clin Immunol 217:108480. https://doi.org/10.1016/j.clim.2020.108480
Jadali Z (2020) COVID- 19 and thyroid infection: learning the lessons of the past. Acta Endocrinol 16(3):375–376. https://doi.org/10.4183/aeb.2020.375
Gross DM, Forsthuber T, Tary-Lehmann M, Etling C, Ito K, Nagy ZA, Field JA, Steere AC, Huber BT (1998) Identification of LFA-1 as a candidate autoantigen in treatment-resistant Lyme arthritis. Science 281(5377):703–706. https://doi.org/10.1126/science.281.5377.703
Vadalà M, Poddighe D, Laurino C, Palmieri B (2017) Vaccination and autoimmune diseases: is prevention of adverse health effects on the horizon? EPMA J 8(3):295–311. https://doi.org/10.1007/s13167-017-0101-y
Chen RT, Pless R, Destefano F (2001) Epidemiology of autoimmune reactions induced by vaccination. J Autoimmun 16(3):309–318. https://doi.org/10.1006/jaut.2000.0491
Yazdanpanah N, Rezaei N (2022) Autoimmune complications of COVID-19. J Med Virol 94(1):54–62. https://doi.org/10.1002/jmv.27292
Safdari V, Alijani E, Nemati M, Jafarzadeh A (2017) Imbalances in T cell-related transcription factors among patients with Hashimoto’s Thyroiditis. Sultan Qaboos Univ Med J 17(2):e174–e180. https://doi.org/10.18295/squmj.2016.17.02.007
Janyga S, Marek B, Kajdaniuk D, Ogrodowczyk-Bobik M, Urbanek A, Bułdak Ł (2021) CD4+ cells in autoimmune thyroid disease. Endokrynol Pol 72(5):572–583. https://doi.org/10.5603/EP.a2021.0076
Teijaro JR, Farber DL (2021) COVID-19 vaccines: modes of immune activation and future challenges. Nat Rev Immunol 21(4):195–197. https://doi.org/10.1038/s41577-021-00526-x
Jafarzadeh A, Chauhan P, Saha B, Jafarzadeh S, Nemati M (2020) Contribution of monocytes and macrophages to the local tissue inflammation and cytokine storm in COVID-19: Lessons from SARS and MERS, and potential therapeutic interventions. Life Sci 257:118102. https://doi.org/10.1016/j.lfs.2020.118102
Zhang C, Maruggi G, Shan H, Li J (2019) Advances in mRNA vaccines for infectious diseases. Front Immunol 10:594. https://doi.org/10.3389/fimmu.2019.00594
Singh RP, Bischoff DS (2021) Sex hormones and gender influence the expression of markers of regulatory T cells in SLE patients. Front Immunol 12:619268. https://doi.org/10.3389/fimmu.2021.619268
Tu Y, Fan G, Zeng T, Cai X, Kong W (2018) Association of TNF-α promoter polymorphism and Graves’ disease: an updated systematic review and meta-analysis. Biosci Rep 38:BSR20180143. https://doi.org/10.1042/BSR20180143
Davarpanah E, Jafarzadeh A, Nemati M, Bassagh A, Abasi MH, Khosravimashizi A, Kazemipoor N, Ghazizadeh M, Mirzaee M (2020) Circulating concentration of interleukin-37 in Helicobacter pylori-infected patients with peptic ulcer: Its association with IL-37 related gene polymorphisms and bacterial virulence factor CagA. Cytokine 126:154928. https://doi.org/10.1016/j.cyto.2019.154928
Ritchie H, Mathieu E, Rodés-Guirao L, Appel C, Giattino C, Ortiz-Ospina E, Hasell J, Macdonald B, Beltekian D, Roser M (2020) "Coronavirus Pandemic (COVID-19)". Published online at OurWorldInData.org. 'https://ourworldindata.org/coronavirus'.
Acknowledgements
No fund was received for this study.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors have no conflict of interest.
Research involving human participants and/or animals
Not applicable.
Informed consent
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Jafarzadeh, A., Nemati, M., Jafarzadeh, S. et al. Thyroid dysfunction following vaccination with COVID-19 vaccines: a basic review of the preliminary evidence. J Endocrinol Invest 45, 1835–1863 (2022). https://doi.org/10.1007/s40618-022-01786-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40618-022-01786-7