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AIMS: Monitoring drug safety in real-world settings is the primary aim of pharmacovigilance. Frequent adverse drug reactions (ADRs) are usually identified during drug development. Rare ones are mostly characterized through post-marketing scrutiny, increasingly with the use of data mining and disproportionality approaches, which lead to new drug safety signals. Nonetheless, waves of excessive numbers of reports, often stirred up by social media, may overwhelm and distort this process, as observed recently with levothyroxine or COVID-19 vaccines. As human resources become rarer in the field of pharmacovigilance, we aimed to evaluate the performance of an unsupervised co-clustering method to help the monitoring of drug safety. METHODS: A dynamic latent block model (dLBM), based on a time-dependent co-clustering generative method, was used to summarize all regional ADR reports (n = 45 269) issued between 1 January 2012 and 28 February 2022. After analysis of their intra and extra interrelationships, all reports were grouped into different cluster types (time, drug, ADR). RESULTS: Our model clustered all reports in 10 time, 10 ADR and 9 drug collections. Based on such clustering, three prominent societal problems were detected, subsequent to public health concerns about drug safety, including a prominent media hype about the perceived safety of COVID-19 vaccines. The dLBM also highlighted some specific drug-ADR relationships, such as the association between antiplatelets, anticoagulants and bleeding. CONCLUSIONS: Co-clustering and dLBM appear as promising tools to explore large pharmacovigilance databases. They allow, 'unsupervisedly', the detection, exploration and strengthening of safety signals, facilitating the analysis of massive upsurges of reports.
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Sistemas de Notificação de Reações Adversas a Medicamentos , Algoritmos , Inteligência Artificial , COVID-19 , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Farmacovigilância , Humanos , COVID-19/prevenção & controle , COVID-19/epidemiologia , Sistemas de Notificação de Reações Adversas a Medicamentos/estatística & dados numéricos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/epidemiologia , Análise por Conglomerados , Mineração de Dados/métodosRESUMO
BACKGROUND: Despite effective antiretroviral therapy developed over the last decade, HIV infection remains a major worldwide public health problem. Recently, a promising preventive treatment has been made available for HIV prophylaxis, PrEP for pre-ExPosure Prophylaxis. Indeed, it was shown to significantly reduce the risk of HIV infection in patients exposed to high risk of infection such as men having sex with men (MSM), heterosexuals and people who inject drugs. Several issues pertaining to PrEP remain uncertain including short and long-term adverse events, drug resistance, risk compensation and resurgence of other sexually transmitted infections. CASE PRESENTATION: We report a case of a 52-year-old MSM eligible for PrEP as he was exposed to a high risk of HIV infection, presented no clinical symptoms of HIV primary infection and was seronegative for HIV. PrEP therapy was then initiated with fixed association of emtricitabine-tenofovir disoproxil. One month later, HIV tests using two different assays were positive, despite perfect compliance reported by the patient and confirmed by plasma drug level. A retrospective search for plasma viral RNA in the blood sample before PrEP initiation turned out positive. Genotyping and treatment sensitivity performed on sample after one month of PrEP showed a virus resistance to lamivudine and emtricitabine. Similar cases in the literature and pivotal studies have reported HIV infections in patients initiating or undergoing PrEP. These patients where either infected but still seronegative, displaying no clinical symptoms upon enrollment, or became infected during PrEP. Reasons are mainly poor compliance to treatment, resistance to PrEP, and lack of diagnosis before PrEP. Guidelines advocate safe sex behavior before initiation, search for clinical signs of HIV primary infection and two different serologic tests performed with one-month interval. DISCUSSION AND CONCLUSIONS: Our patient newly HIV infected received PrEP as he was still seronegative. Current recommendations fail to screen recently HIV infected, but still seronegative patients who are initiating PrEP. This issue raises strong concerns regarding the lack of adequate selection for eligibility to PrEP and may contribute to exposing partners to HIV infection and select viral mutations. Infection risk could be minimized by search for plasma viral HIV RNA at pre-inclusion, at least for patients suspected of unsafe behaviors such as non-respect of the non-exposure period before PrEP initiation.
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Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/prevenção & controle , Guias de Prática Clínica como Assunto/normas , Profilaxia Pré-Exposição/normas , Fármacos Anti-HIV/efeitos adversos , Fármacos Anti-HIV/farmacologia , Farmacorresistência Viral/efeitos dos fármacos , Farmacorresistência Viral/genética , Infecções por HIV/sangue , Infecções por HIV/diagnóstico , Homossexualidade Masculina , Humanos , Masculino , Pessoa de Meia-Idade , RNA Viral/sangue , RNA Viral/genéticaAssuntos
Enxaqueca com Aura/tratamento farmacológico , Placenta/irrigação sanguínea , Circulação Placentária/efeitos dos fármacos , Complicações na Gravidez/induzido quimicamente , Agonistas do Receptor de Serotonina/efeitos adversos , Triptaminas/efeitos adversos , Adulto , Cesárea , Feminino , Humanos , Recém-Nascido , Nascido Vivo , Masculino , Gravidez , Complicações na Gravidez/diagnóstico por imagem , Complicações na Gravidez/fisiopatologia , Nascimento Prematuro , Fatores de RiscoRESUMO
Drug-induced cardiotoxicity is a primary concern in both drug development and clinical practice. Although the heart is not a common target for adverse drug reactions, some drugs still cause various adverse cardiac events, with sometimes severe consequences. Direct cardiac toxicity encompasses functional and structural changes of the cardiovascular system due to possible exposure to medicines. This phenomenon extends beyond cardiovascular drugs to include non-cardiovascular drugs including anticancer drugs such as tyrosine kinase inhibitors, anthracyclines and immune checkpoint inhibitors (ICIs), as well as various antipsychotics, venlafaxine, and even some antibiotics (such as macrolides). Cardiac ADRs comprise an array of effects, ranging from heart failure and myocardial ischemia to valvular disease, thrombosis, myocarditis, pericarditis, arrhythmias, and conduction abnormalities. The underlying mechanisms may include disturbances of ionic processes, induction of cellular damage via impaired mitochondrial function, and even hypercoagulability. To mitigate the impact of drug-induced cardiotoxicity, multi-stage evaluation guidelines have been established, following the International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use (ICH) guidelines for in vitro and in vivo testing. Despite preclinical safeguards, post-marketing surveillance remains critical, as certain cardiotoxic drugs may escape initial scrutiny. Indeed, historical data show that cardiovascular ADRs contribute to almost 10% of market withdrawals. The impact of drug-induced cardiotoxicity on cardiac issues, particularly heart failure, is often underestimated, with incidence rates ranging from 11.0% to over 20.0%. We here comprehensively examine different patterns of drug-induced cardiotoxicity, highlighting current concerns and emerging pharmacovigilance signals. Understanding the underlying mechanisms and the associated risk factors is critical in order to promptly identify, effectively manage, and proactively prevent drug-induced cardiac adverse events. Collaborative efforts between physicians and cardiologists, coupled with thorough assessment and close monitoring, are essential to ensuring patient safety in the face of potential drug-induced cardiotoxicity.
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Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Cardiopatias , Insuficiência Cardíaca , Humanos , Cardiotoxicidade/epidemiologia , Cardiotoxicidade/etiologia , Cardiopatias/induzido quimicamente , Arritmias Cardíacas/induzido quimicamente , Arritmias Cardíacas/prevenção & controle , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/epidemiologia , Insuficiência Cardíaca/induzido quimicamente , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/complicaçõesRESUMO
INTRODUCTION: Over the past few years, anti-CD20 therapies like rituximab, ocrelizumab or ofatumumab have seen an increase in interest in the treatment of neurological autoimmune disorders such as multiple sclerosis (MS), neuromyelitis optica spectrum disorders (NMOSD), or resistant forms of generalized myasthenia gravis (MG). They are generally well-tolerated, but recent reports have highlighted severe dental disorders in patients undergoing anti-CD20 therapies. The aim was to describe a series of cases and to compare with the available scientific literature. METHODS: We reviewed 6 patient cases with dental disorders during anti-CD20 therapy that were reported to the pharmacovigilance center. A disproportionality analysis was also conducted on Vigibase® for each anti-CD20 and each adverse effect described in the cases. RESULTS: Six cases of dental and gingival conditions in relatively young patients were reported (median age: 40.5 years old [min: 34; max: 79]). Oral conditions were developed in four patients with MS treated with ocrelizumab and in two patients receiving rituximab (one patient with MG and one with NMOSD). The onset of oral conditions ranged from 10 days to 2 years after treatment initiation. Notably, all patients treated with ocrelizumab experienced gingival recession. Various dental pathologies were observed, including tooth loss, dental pain, caries, brittle teeth, dental fractures, dental abscesses, and periodontitis. Analysis of Vigibase® revealed 284 worldwide cases of dental and gingival conditions under ocrelizumab, 386 cases under rituximab, and 80 under ofatumumab. Significant associations were found between these therapies and dental pathologies, particularly tooth abscesses and infections. CONCLUSION: To our knowledge, this is the first case series reporting dental conditions developed in patients long-term treated with anti-CD20 treatments. This issue, literature data, and Vigilyze® analysis might be considered a safety signal that necessitates being confirmed with more robust data, such as a retrospective study with a control group. Meanwhile, proactive measures are essential like frequent dental checkups and dental hygienic measures to prevent oral health problems associated with anti-CD20 therapies.
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Parosmia is a qualitative distortion of smell perception. Resulting from central causes, sinonasal diseases, and infections, parosmia has also been associated with medications. Therefore, we aimed to investigate potential signals for drugs associated with parosmia. VigiBase® (the WHO pharmacovigilance database) was queried for all reports of "Parosmia" (MedDRA Preferred Term), registered up to 23 January 2022. Disproportionality analysis relied on the reporting odds ratio and the information component. A signal is detected when the lower end of the 95% confidence interval of the information component is positive. We found 14,032 reports of parosmia, with a median patient age of 53 years. Most reported drugs were antiinfectives, among which COVID-19 vaccines accounted for 27.1% of reports. Antibiotics and corticosteroids were involved in 6.8% and 4.6% of reports. Significant disproportionate reporting was detected for corticosteroids, antibiotics, drugs used in nicotine dependence, COVID-19 and HPV vaccines, serotonin-norepinephrine reuptake inhibitors (SNRI), and incretin mimetics. We suggest potential safety signals involving nicotine replacement therapies and vaccines. We also highlight the potential role of less suspected classes, such as SNRIs and incretin mimetics. An iatrogenic etiology should be evoked when parosmia occurs, especially in the elderly.
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Following minor changes of excipients of Levothyrox®, the French Pharmacovigilance Database was overwhelmed by patients' spontaneous reports of adverse drug reactions associated with the new formula. After noticing that most of these reports differed from those related to other drugs, we aimed to characterize their features and compared them with spontaneous reports associated with other chronic treatments as comparators. We randomly sampled patient reports associated with either Levothyrox® new formula (n = 200) or comparator drugs (n = 200) from March 2017 till March 2018 from the National Pharmacovigilance Database. We evaluated the number of incriminated drugs and adverse drug reactions per report and verified whether they were "expected" or not according to the Summary of Product Characteristics. Levothyrox®-associated reports included, on average, more adverse drug reactions (8 ± 4) than comparators (2 ± 2, P < 0.01) and mentioned mostly one drug (98.5% of reports), whereas comparators mentioned two at least (P < 0.001). The quantitative distribution of adverse drug reactions per report differed quite significantly, appearing almost Gaussian for Levothyrox® whereas Poisson-like for comparators (P < 0.0001). Age did not differ significantly in the two groups (54.2 vs. 49.7, NS), but female predominated in Levothyrox® group (94.5%) as compared with comparators (60.8%, P < 0.001). A mere third of the Levothyrox®-associated adverse drug reactions were deemed "expected," versus two thirds for comparators (P < 0.001). The pattern of spontaneous reports associated with Levothyrox®, whether fueled by media or influenced by social networks, appears atypical, as compared with that of comparators. Such reports, by their abundance, may impair the automatic detection of relevant concomitant signals.
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Sistemas de Notificação de Reações Adversas a Medicamentos , Excipientes , Tiroxina , Bases de Dados Factuais , Excipientes/efeitos adversos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Farmacovigilância , Tiroxina/efeitos adversosRESUMO
Coronavirus disease 2019 (COVID-19) spread rapidly, resulting in a global pandemic for which vaccines were quickly developed. As their safety continues to be monitored, cases of transient global amnesia (TGA) following mRNA vaccination with elasomeran have been reported. TGA is characterized by sudden onset of anterograde amnesia with preservation of other cognitive functions and resolution within 24 h. We aimed to investigate the potential link of TGA with COVID-19 vaccines. We queried the World Health Organization VigiBase® for all reports of "Transient global amnesia", up to 6 December 2021. Disproportionality analysis relied on the Reporting Odds Ratio (ROR) with its 95% Confidence Interval (CI) and the Information Component (IC). A positive lower end of the 95% CI of the IC (IC025) is used to statistically detect a signal. Of all TGA cases, 289 were associated with a COVID-19 vaccine, representing the most frequent association. Tozinameran was mostly represented (147, 50.8%), followed by AZD1222 (69, 23,8%), elasomeran (60, 20.8%), and JNJ-78436735 (12, 4.2%). With an IC025 > 0, COVID-19 vaccines showed a significant ROR (5.1; 95%CI 4.4-6.0). Tozinameran reached the strongest ROR (4.6; 95%CI 3.9-5.0), followed by elasomeran (4.4; 95%CI 3.4-6.0), AZD1222 (3.8; 95%CI 3.0-5.0), and JNJ-78436735 (3.7; 95%CI 2.1-6.0). Our analysis of COVID-19 vaccines-related TGA reports shows significant disproportionality. Cerebrovascular, inflammatory, or migrainous mechanisms may underlie this association. Yet, numerous confounding factors cannot be tackled with this approach, and causality cannot be ascertained. The identification of this trigger of TGA may help the clinician in his etiological research.
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Sleep-related eating disorder (SRED) is a parasomnia with recurrent, involuntary, amnestic eating episodes during sleep. There is growing evidence of the association between SRED and medications. Therefore, we aimed to rank drugs showing the strongest association. VigiBase® (WHO pharmacovigilance database) was queried for all reports of "Sleep-related eating disorder". Disproportionality analysis relied on the Reporting Odds Ratio, with its 95% Confidence Interval (CI), and the Information Component. Our VigiBase® query yielded 676 cases of drug-associated SRED. Reports mostly involved zolpidem (243, 35.9%), sodium oxybate (185, 27.4%), and quetiapine (97, 14.3%). Significant disproportionality was found for 35 medications, including zolpidem (387.6; 95%CI 331.2−453.7), sodium oxybate (204.2; 95%CI 172.4−241.8), suvorexant (67.3; 95%CI 38.0−119.2), quetiapine (53.3; 95%CI 43.0−66.1), and several psychostimulants and serotonin-norepinephrine reuptake inhibitors (SNRIs). Patients treated with nonbenzodiazepines or SNRIs were significantly older (mean age: 49.0 vs. 37.5; p < 0.001) and their SRED were more likely to be serious (62.6% vs. 51.4%; p = 0.014) than patients treated with sodium oxybate or psychostimulants. Psychotropic drugs are involved in almost all reports. In patients with SRED, an iatrogenic trigger should be searched for.
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We report cases, registered in the French national pharmacovigilance database, of fetal death and intrauterine growth retardation in women exposed to triptans during pregnancy. Triptans have vasoconstrictive properties and we wonder about their responsibility for these side effects. The use of triptans and other drugs exhibiting vasoconstrictive properties in pregnant women requires a careful benefits/risks evaluation.
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Retardo do Crescimento Fetal , Triptaminas , Bases de Dados Factuais , Feminino , Humanos , Farmacovigilância , Gravidez , Triptaminas/efeitos adversosRESUMO
The antiretroviral drug lopinavir/ritonavir has been recently repurposed for the treatment of COVID-19. Its empirical use has been associated with multiple cardiac adverse reactions pertaining to its ancillary multi-channel blocking properties, vaguely characterized until now. We aimed to characterize qualitatively the cardiotoxicity associated with lopinavir/ritonavir in the setting of COVID-19. Spontaneous notifications of cardiac adverse drug reactions reported to the national Pharmacovigilance Network were collected for 8 weeks since March 1st 2020. The Nice Regional Center of Pharmacovigilance, whose scope of expertise is drug-induced long QT syndrome, analyzed the cases, including the reassessment of all available ECGs. QTc ≥ 500 ms and delta QTc > 60 ms from baseline were deemed serious. Twenty-two cases presented with 28 cardiac adverse reactions associated with the empirical use of lopinavir/ritonavir in a hospital setting. Most adverse reactions reflected lopinavir/ritonavir potency to block voltage-gated potassium channels with 5 ventricular arrhythmias and 17 QTc prolongations. An average QTc augmentation of 97 ± 69 ms was reported. Twelve QTc prolongations were deemed serious. Other cases were likely related to lopinavir/ritonavir potency to block sodium channels: 1 case of bundle branch block and 5 recurrent bradycardias. The incidence of cardiac adverse reactions of lopinavir/ritonavir was estimated between 0.3% and 0.4%. These cardiac adverse drug reactions offer a new insight in its ancillary multi-channel blocking functions. Lopinavir/ritonavir cardiotoxicity may be of concern for its empirical use during the COVID-19 pandemic. Caution should be exerted relative to this risk where lopinavir/ritonavir summary of product characteristics should be implemented accordingly.
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Tratamento Farmacológico da COVID-19 , COVID-19/epidemiologia , Cardiotoxicidade/epidemiologia , Lopinavir/administração & dosagem , Lopinavir/efeitos adversos , Farmacovigilância , Ritonavir/administração & dosagem , Ritonavir/efeitos adversos , Idoso , Idoso de 80 Anos ou mais , COVID-19/diagnóstico , Cardiotoxicidade/diagnóstico , Combinação de Medicamentos , Eletrocardiografia/efeitos dos fármacos , Eletrocardiografia/tendências , Feminino , França/epidemiologia , Inibidores da Protease de HIV/administração & dosagem , Inibidores da Protease de HIV/efeitos adversos , Humanos , Síndrome do QT Longo/induzido quimicamente , Síndrome do QT Longo/diagnóstico , Síndrome do QT Longo/epidemiologia , Masculino , Pessoa de Meia-Idade , Bloqueadores dos Canais de Potássio/administração & dosagem , Bloqueadores dos Canais de Potássio/efeitos adversosRESUMO
The recent empirical use of hydroxychloroquine (HCQ) in coronavirus disease 2019 (COVID-19) revived the interest in its cardiac toxicity, increasingly sidelined over time. We aimed to assess and compare the profile of cardiac adverse drug reactions (CADRs) associated with HCQ before and during COVID-19. We performed a retrospective comparative observational study using the French Pharmacovigilance network database between 1985 and May 2020 to assess all postmarketing CADRs associated with HCQ notified before COVID-19 in its approved indications for lupus and rheumatoid arthritis (preCOV), and those concerning its empirical use in COVID-19 (COV). Eighty-five CADR in preCOV were compared with 141 CADRs in COV. The most common CADR of preCOV were cardiomyopathies (42.4%) and conduction disorders (28.2%), both statistically more frequent than in COV (P < 0.001). COV notifications significantly highlighted repolarization and ventricular rhythm disorders (78.0%, P < 0.001) as well as sinus bradycardias (14.9%, P = 0.01) as compared with preCOV. Estimated incidence of CADR was significantly higher among patients exposed to off-label use of HCQ in COVID-19 (2.9%) than before COVID-19 in its approved indications (0.01%, P < 0.001). The use of HCQ in COVID-19 sheds a new light on the spectrum of its cardiac toxicity. This fosters the value of a closer monitoring of all patients treated with HCQ, regardless of its indication, and the importance of an update of its summary of product characteristics.
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Tratamento Farmacológico da COVID-19 , Cardiotoxicidade/etiologia , Hidroxicloroquina/efeitos adversos , SARS-CoV-2 , Adulto , Idoso , Cardiomiopatias/induzido quimicamente , Feminino , Sistema de Condução Cardíaco/efeitos dos fármacos , Humanos , Masculino , Pessoa de Meia-Idade , Estudos RetrospectivosRESUMO
INTRODUCTION: COVID-19 is an unprecedented challenge for physicians and scientists. Several publicized drugs are being used with not much evidence of their efficacy such as hydroxychloroquine, azithromycin or lopinavir-ritonavir. Yet, the cardiac safety of these drugs in COVID-19 deserves scrutiny as they are known to foster cardiac adverse ADRs, notably QTc interval prolongation on the electrocardiogram and its arrhythmogenic consequences. METHODS: Since March 27th, 2020, the French Pharmacovigilance Network directed all cardiac adverse drug reactions associated with "off-label" use of hydroxychloroquine, azithromycin and lopinavir-ritonavir in COVID-19 to the Nice Regional Center of Pharmacovigilance. Each Regional Center of Pharmacovigilance first assessed causality of drugs. We performed a specific analysis of these cardiac adverse drug reactions amidst an array of risk factors, reassessed the electrocardiograms and estimated their incidence in coronavirus disease 2019. RESULTS: In one month, 120 reports of cardiac adverse drug reactions have been notified, 103 of which associated with hydroxychloroquine alone (86%), or associated with azithromycin (60%). Their estimated incidence is 0.77% to 1.54% of all patients, notwithstanding strong underreporting. Lopinavir-ritonavir came third with 17 reports (14%) and chloroquine fourth with 3 reports (2.5%). There were 8 sudden, unexplained or aborted deaths (7%), 8 ventricular arrhythmias (7%), 90 reports of prolonged QTc (75%) most of them "serious" (64%), 48 of which proved ≥ 500ms, 20 reports of severe conduction disorders (17%) and 5 reports of other cardiac causes (4%). Six reports derived from automedication. DISCUSSION AND CONCLUSION: "Off-label" use of treatments in COVID-19 increases the risk of cardiac ADRs, some of them avoidable. Even if these drugs are perceived as familiar, they are used in patients with added risk factors caused by infection. Precautions should be taken to mitigate the risk, even if they will be proven efficacious.
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Infecções por Coronavirus/tratamento farmacológico , Cardiopatias/induzido quimicamente , Uso Off-Label , Farmacovigilância , Pneumonia Viral/tratamento farmacológico , Sistemas de Notificação de Reações Adversas a Medicamentos/estatística & dados numéricos , Idoso , Azitromicina/administração & dosagem , Azitromicina/efeitos adversos , COVID-19 , Cloroquina/administração & dosagem , Cloroquina/efeitos adversos , Combinação de Medicamentos , Eletrocardiografia , Feminino , França/epidemiologia , Cardiopatias/epidemiologia , Humanos , Hidroxicloroquina/administração & dosagem , Hidroxicloroquina/efeitos adversos , Síndrome do QT Longo/induzido quimicamente , Síndrome do QT Longo/epidemiologia , Lopinavir/administração & dosagem , Lopinavir/efeitos adversos , Masculino , Pessoa de Meia-Idade , Pandemias , Fatores de Risco , Ritonavir/administração & dosagem , Ritonavir/efeitos adversos , Tratamento Farmacológico da COVID-19RESUMO
Since patients may report spontaneously adverse events associated with their medications, such notifications are constantly on the rise. In 2017, an unexpected rise of notifications associated with the marketing of a new formula of Levothyrox, differing from the 30-year-old drug only by minor elements, occurred in France amidst widespread media coverage. Not much, if any, scientific or pharmacological rationale was identified to explain that signal. This led us to focus on the profile and the clinical characteristics of these notifications and compare them to those associated with other drugs. We gathered all the spontaneous drug adverse event notifications associated with either Levothyrox® or other drugs, that we received from patients in 2017, in the sanitary territory of ~2.3 M people we surveyed. Each notification was assessed by a multidisciplinary team. We compared the number of notifications, the number of symptoms described and their clinical characteristics. A total of 1 544 patient notifications were evaluated: 1 372 cases totaling 7 342 adverse events concerned Levothyrox® new formula, as compared with 172 cases reporting 528 adverse events for all other drugs. The number of symptoms reported per notification was significantly higher for Levothyrox® (5.4) than for other drugs (3.1, P < 0.001). Symptoms associated with Levothyrox® belonged to more System Organ Classes and were often unrelated to the disease or treatment, as compared with those associated with other drugs. The distribution of the cases according to the number of symptoms described was starkly different, the Levothyrox® distribution being unimodal. Health authorities must address this issue as such large atypical reporting disproportionally affects the European pharmacovigilance database.