Adverse drug reaction signal detection methods in spontaneous reporting system: A systematic review.

BACKGROUND: A series of signal detection methods have been developed to detect adverse drug reaction (ADR) signals in spontaneous reporting system. However, different signal detection methods yield quite different signal detection results, and we do not know which method has the best detection performance. How to choose the most suitable signal detection method is an urgent problem to be solved. In this study, we systematically reviewed the characteristics and application scopes of current signal detection methods, with the goal of providing references for the optimization selection of signal detection methods in spontaneous reporting system. METHODS: We searched six databases from inception to January 2023. The search strategy targeted literatures regarding signal detection methods in spontaneous reporting system. We used thematic analysis approach to summarize the advantages, disadvantages, and application scope of each signal detection method. RESULTS: A total of 93 literatures were included, including 27 reviews and 66 methodological studies. Moreover, 31 signal detection methods were identified in these literatures. Each signal detection method has its inherent advantages and disadvantages, resulting in different application scopes of these methods. CONCLUSION: Our systematic review finds that there are variabilities in the advantages, disadvantages, and application scopes of different signal detection methods. This finding indicates that the most suitable signal detection method varies across different drug safety scenarios. Moreover, when selecting signal detection method in a particular drug safety scenario, the following factors need to be considered: purpose of research, database size, drug characteristics, adverse event characteristics, and characteristics of the relations between drugs and adverse events.

Analysis of Appendicitis Cases in the Japanese Adverse Drug Event Report (JADER) Database.

Appendicitis is one of the most common abdominal surgical emergencies worldwide; however, its causes remain poorly understood. The Japanese Adverse Drug Event Report (JADER) database is a spontaneous reporting system (SRS) that can be utilized to analyze the safety signals of adverse events. In this study, we investigated the association between drug use and the onset of appendicitis using the JADER database. We first used the reporting odds ratio (ROR) as the signal and found signals for appendicitis, perforated appendicitis, and complicated appendicitis for 23, 9, and 1 drug, respectively. To investigate the level of hazard over time in drug-associated appendicitis, the Weibull shape parameter ß was calculated using a Weibull plot, which revealed drug-dependent patterns for changes in the risk of appendicitis over time for the eight drugs. Furthermore, logistic regression analysis was performed to account for the influence of age, sex, and primary disease, and a significant association was detected between two drugs and appendicitis. Several types of drugs, such as antitumor, antirheumatic, and anti-inflammatory drugs, were included in our analyses; however, only clozapine, which is used for patients with schizophrenia, was commonly identified in these analyses. The resulting data suggest that certain drugs may be associated with appendicitis and may require adequate attention.

Pituitary-Related Adverse Events and Onset Patterns Caused by Immune Checkpoint Inhibitors: Analysis Using the Japanese Adverse Drug Event Report Database.

Background and Objectives: One type of immune-related adverse event caused by immune checkpoint inhibitors (ICIs) is pituitary-related adverse events. The management of pituitary-related adverse events is important because they can be fatal if not treated promptly. Therefore, this study was conducted to investigate the onset of pituitary-related adverse events using the Japanese Adverse Drug Report (JADER) database. Materials and Methods: Cases registered in the JADER database from 2004 to 2019 were used. The target drugs were ipilimumab, nivolumab, pembrolizumab, avelumab, atezolizumab, and durvalumab, and the target adverse events were the high-level terms "Anterior pituitary hypofunction," "Anterior pituitary hyperfunction," "Posterior pituitary disorder," and "Pituitary neoplasm" in the Medical Dictionary for Regulatory Activities, Japanese version (MedDRA/J). The information component (IC) was used for signal detection and IC delta (ICΔ) was used for women-related signals. Onset timing and patterns were analyzed using the Weibull distribution. Results: Signals were detected with ipilimumab, nivolumab, pembrolizumab, and atezolizumab in "Anterior pituitary hypofunction," with ICs and 95% credible intervals (95%CrI) of 5.53 (5.30-5.69), 4.96 (4.79-5.08), 4.04 (3.76-4.25), and 2.40 (1.53-3.00). Significant signals were detected in women, except for atezolizumab. Additionally, the time of onset was classified as the wear-out failure type. Inverse signals were detected with ipilimumab and nivolumab in "Posterior pituitary disorder," with ICs (95%CrI) of -1.24 (-2.80--0.26), and -0.89 (-1.64--0.37). Conclusions: Anterior pituitary hypofunction is likely to occur with the long-term administration of ipilimumab, nivolumab, and pembrolizumab. Further investigation is needed to determine the differences in the tendencies to detect signals in the anterior and posterior pituitaries between ipilimumab and nivolumab.

Thromboembolic events in Janus kinase inhibitors: A pharmacovigilance study from 2012 to 2021 based on the Food and Drug Administration's Adverse Event Reporting System.

AIMS: As a new type of drug developed rapidly in recent years, Janus kinase inhibitors (JAKinibs) have caused controversy due to possible adverse reactions of thromboembolism. The aim of this study was to analyse and evaluate the association between thromboembolic events and the use of JAKinibs, on the base of the latest data in the Food and Drug Administration's Adverse Event Reporting System. METHODS: A disproportionality analysis was conducted, utilizing data from 1 January 2012 to 30 September 2021 in the FAERS. For each drug-adverse event pair, reporting odds ratio (ROR) and information components (IC) were calculated. RESULTS: A total of 15 positive safety signals were detected within the FAERS: ruxolitinib was significantly associated with portal vein thrombosis (ROR025 = 3.49, IC025 = 1.50); tofacitinib immediate release with pulmonary embolism (ROR025 = 2.09, IC025 = 1.02) and thrombosis (ROR025 = 1.15, IC025 = 0.18); tofacitinib extended release with pulmonary embolism (ROR025 = 1.27, IC025 = 0.26) and thrombosis (ROR025 = 1.29, IC025 = 0.33); baricitinib with deep vein thrombosis (ROR025 = 8.27, IC025 = 3.00), portal vein thrombosis (ROR025 = 1.97, IC025 = 0.63), pulmonary embolism (ROR025 = 7.90, IC025 = 2.94), thrombosis (ROR025 = 2.04, IC025 = 0.93) and venous thrombosis (ROR025 = 2.15, IC025 = 0.81); upadacitinib with pulmonary embolism (ROR025 = 1.25, IC025 = 0.25), pulmonary thrombosis (ROR025 = 5.32, IC025 = 2.33) and thrombosis (ROR025 = 2.72, IC025 = 1.39); and filgotinib with pulmonary embolism (ROR025 = 4.83, IC025 = 2.10). In the analysis of the time to onset of thromboembolic events, no obviously recognizable pattern was found. Several safety signals with embolic and thrombotic events (Standardised MedDRA Query) were found in the study. CONCLUSION: This pharmacovigilance study covered 8 types of JAKinib that are already on the market, and provided new safety signals based on past safety information. Some of these signals still need more medical evidence.

Hemorrhage Risk Profiles among Different Antithrombotic Regimens: Evidence from a Real-World Analysis of Postmarketing Surveillance Data.

BACKGROUND: Although the use of direct oral anticoagulants (DOACs) has been reported in patients with atrial fibrillation (AF), there is currently no consensus on the occurrence or characteristics of the hemorrhage risk in different antithrombotic regimens. METHODS: Disproportionality and Bayesian analyses were performed in mining data of suspected hemorrhagic events after antithrombotic drug use from the FDA Adverse Event Reporting System (FAERS) from January 2004 to September 2019. The time to onset and fatality rate of hemorrhage following different antithrombotic regimens were also compared. RESULTS: A total of 84,998 reports of hemorrhage-related adverse events with the use of antithrombotic drugs were identified. The patients included were mostly from the Americas (80.87%) and Europe (13.22%), with most data submitted by nonhealthcare professionals. Among the seven antithrombotic drug monotherapies, betrixaban had the highest association with hemorrhage based on the highest reporting odds ratio (ROR, 829.95; 95% CI = 113.61-6063.15), proportional reporting ratio (PRR, 24.68, χ2 = 804.24), and multi-item gamma Poisson shrinker (MGPS, 24.68, 95% one-sided CI = 4.67). The combination therapies of clopidogrel plus new oral anticoagulants had higher RORs, PRRs, and empirical Bayesian geometric means (EBGMs) than the antithrombotic drug monotherapies. Hemorrhage associated with rivaroxaban plus clopidogrel appeared to have an earlier onset (171 days vs 219 days, 95% two-sided CI =68.68-27.34, p < 0.0001) and a lower fatality rate (15.30% vs 17.74%, p<0.05) than that associated with rivaroxaban monotherapy. CONCLUSION: This study provides a relevant overview of the hemorrhagic complications/fatalities associated with different antithrombotic regimens in their real-world use. Among the combination therapies, clopidogrel plus DOACs were found to have stronger associations with hemorrhage than traditional dual antithrombotic therapies. Rivaroxaban showed a stronger association with hemorrhage than other antithrombotic drug monotherapies, and apixaban monotherapy appeared to have weaker associations with hemorrhage than others.

Possibility of Multiple Drug-Drug Interactions in Patients Treated with Statins: Analysis of Data from the Japanese Adverse Drug Event Report (JADER) Database and Verification by Animal Experiments.

Adverse drug events due to drug-drug interactions can be prevented by avoiding concomitant use of causative drugs; therefore, it is important to understand drug combinations that cause drug-drug interactions. Although many attempts to identify drug-drug interactions from real-world databases such as spontaneous reporting systems have been performed, little is known about drug-drug interactions caused by three or more drugs in polypharmacy, i.e., multiple drug-drug interactions. Therefore, we attempted to detect multiple drug-drug interactions using decision tree analysis using the Japanese Adverse Drug Event Report (JADER) database, a Japanese spontaneous reporting system. First, we used decision tree analysis to detect drug combinations that increase the risk of rhabdomyolysis in cases registered in the JADER database that used six statins. Next, the risk of three or more drug combinations that significantly increased the risk of rhabdomyolysis was validated with in vivo experiments in rats. The analysis identified a multiple drug-drug interaction signal only for pitavastatin. The reporting rate of rhabdomyolysis for pitavastatin in the JADER database was 0.09, and it increased to 0.16 in combination with allopurinol. Furthermore, the rate was even higher (0.40) in combination with valsartan. Additionally, necrosis of leg muscles was observed in some rats simultaneously treated with these three drugs, and their creatine kinase and myoglobin levels were elevated. The combination of pitavastatin, allopurinol, and valsartan should be treated with caution as a multiple drug-drug interaction. Since multiple drug-drug interactions were detected with decision tree analysis and the increased risk was verified in animal experiments, decision tree analysis is considered to be an effective method for detecting multiple drug-drug interactions.

Detecting drug-drug interactions that increase the incidence of long QT syndrome using a spontaneous reporting system.

WHAT IS KNOWN AND OBJECTIVE: Drug-induced long QT syndrome (diLQTS) is a rare but serious adverse drug reaction. Drug-drug interaction (DDI) is one of the risk factors for the development of diLQTS. However, the combinations of drugs that increase the risk of diLQTS have not been extensively investigated. This study was performed to analyse the potential DDIs that elevate the incidence of diLQTS using a spontaneous reporting system. METHODS: The Japanese Adverse Drug Event Report database from April 2004 to January 2020 was used to assess adverse event reports. We calculated the reporting odds ratio and 95% confidence interval for signal detection. RESULTS AND DISCUSSION: Signals for concomitant use risk were detected in 31 drug combinations. Combinations of antipsychotics and antidepressants were the most common (olanzapine & fluvoxamine, olanzapine & trazodone, quetiapine & paroxetine, sulpiride & fluvoxamine, sulpiride & trazodone). Sixteen, 17 and 21 combinations were designated as requiring precaution for concomitant use in at least one of the package inserts in Japan, the United States and the United Kingdom, respectively, although no such precautions were described for the remaining combinations. On the contrary, a combination of bepridil & clarithromycin was categorized as "X (avoid combination)" and two combinations (chlorpromazine & haloperidol, amiodarone & metildigoxin) were classified as "D (modify regimen)" in the Lexicomp® risk rating. WHAT IS NEW AND CONCLUSION: This study identified 31 combinations of drugs that may elevate the risk of diLQTS. The use of these drug combinations should be monitored more carefully in future.

The impact of regulation changes in the spontaneous reporting system for vaccines on reporting trends and signal detection in Japan.

PURPOSE: Spontaneous reporting constitutes one of the most fundamental and important systems for pharmacovigilance. In Japan, important regulation changes in the vaccine spontaneous reporting were implemented between 2009 and 2013; however, no studies had yet assessed the impact of the changes. The objective of this study was to assess the impact on the reporting trends in vaccine reports and on signal detection for vaccines. METHODS: For assessment of the impact on the reporting trends, we performed the joinpoint trend analysis and descriptively considered number of vaccine reports grouped by the timing of the regulation change. For assessment of the impact on signal detection, we performed signal detection using dataset during the pre or postperiod of the regulation changes, and compared their agreement rates, which was calculated with a reference set for vaccines, created by the Global Research in Paediatrics project. RESULTS: We retrieved 467 635 spontaneous reports, including 12 287 vaccine reports from April 2004 to March 2019. The average number of vaccine reports per year increased from 231 reports during the preperiod to 1227 during the postperiod. The joinpoint trend analysis found two joinpoints and differentiated three trends, significant increased trend of which was observed when regulations had changed. For signal detection, the agreement rate was improved when using data during the postperiod. CONCLUSION: We concluded that the regulation changes increased the number of vaccine reports, and could have improved signal detection performance for vaccines by accelerating accumulation of reports, while more spontaneous reports are necessary to optimize signal detection.

Signals from the Dutch national spontaneous reporting system: Characteristics and regulatory actions.

PURPOSE: The aim of the study is to characterise safety signals based on the Dutch spontaneous reporting system (SRS) and to investigate the association between signal characteristics and Product Information (PI) update stratified by approval type: centrally authorised products (CAPs) versus nationally and decentralised authorised products (NAPs). METHODS: This study evaluates the full cohort of signals disseminated from the Dutch SRS in the period from 2008 to 2017. Each retrieved signal was characterised on a number of aspects. The signal management process from signal generation to a potential PI update was analysed in four steps: (1) signal characterisation; (2) proposed actions by the Dutch national competent authority (NCA) for the signals; (3) presence of PI update (yes/no) and association with signal characteristics; (4) timing from the moment the signal was issued to PI update. For step 1-3 we stratified products in CAPs and NAPs. RESULTS: Of all signals, 88.7% led to a proposed regulatory action by the NCA. Signals from the Dutch SRS for CAPs versus NAPs more often concerned biologicals, important medical events, class effects and shorter periods since marketing authorization. We detected PI updates for 26.2% of CAP signals and 61.3% of NAP signals. CONCLUSIONS: The Dutch SRSs remains an important source of signals. There are some notable differences in the characteristics of signals for CAPs versus NAPs. Signals for NAPs more frequently led to PI updates.

Disproportionality Analysis of Safety Signals for a Wide Variety of Opioid-Related Adverse Events in Elderly Patients Using the Japanese Adverse Drug Event Report (JADER) Database.

Opioids are widely used for the treatment of moderate/severe pain in cancer and noncancer patients. In this study, we searched for safety signals for a wide variety of opioid-related adverse events (AEs) in elderly patients by disproportionality analysis using the Japanese Adverse Drug Event Report (JADER) database. Data from the JADER database from April 2004 to May 2018 were obtained from the Pharmaceuticals and Medical Devices Agency website. Safety signal detection of opioid-related AEs in elderly patients was defined using the relative elderly reporting odds ratio (ROR). Among the analyzed AEs, opioid-induced neurotoxicity (OIN) was assessed based on the time to onset using the Weibull shape parameter. The following safety signals were detected in elderly patients: respiratory depression, somnolence, hallucinations, akathisia and OIN. Fentanyl, tramadol, oxycodone and morphine exhibited a large relative elderly ROR for OIN. The median time to onset of OIN of transdermal fentanyl, oral tramadol, oral oxycodone and oral morphine was 13.5, 6, 9, and 6 d, respectively. These opioids were classified as early failure types using the Weibull distribution. Our results showed that elderly patients who are administered opioids should be closely monitored for AEs, such as respiratory depression, OIN and akathisia.

Adverse Drug Events Caused by Drugs Contraindicated for Coadministration Reported in the Japanese Adverse Drug Event Report Database and Recognized by Reporters.

The "INTERACTIONS" section of package inserts aims to provide alert-type warnings in clinical practice; however, these also include many drug-drug interactions that occur rarely. Moreover, considering that drug-drug interaction alert systems were created based on package inserts, repeated alerts can lead to alert fatigue. Although investigations have been conducted to determine prescriptions that induce drug-drug interactions, no studies have focused explicitly on the adverse events induced by drug-drug interactions. We, therefore, sought to investigate the true occurrence of adverse events caused by drug pair contraindications for coadministration in routine clinical practice. Toward this, we created a list of drug combinations that were designated as "contraindications for coadministration" and extracted the cases of adverse drug events from the Japanese Adverse Drug Event Report database that occurred due to combined drug usage. We then calculated the reporters' recognition rate of the drug-drug interactions. Out of the 2121 investigated drug pairs, drug-drug interactions were reported in 43 pairs, 23 of which included an injected drug and many included catecholamines. Warfarin potassium and miconazole (19 reports), azathioprine and febuxostat (11 reports), and warfarin potassium and iguratimod (six reports) were among the 20 most-commonly reported oral medication pairs that were contraindicated for coadministration, for which recognition rates of drug-drug interactions were high. Although these results indicate that only a few drug pair contraindications for coadministration were associated with adverse drug events (43 pairs out of 2121 pairs), it remains necessary to translate these findings into clinical practice.

Association between dipeptidyl peptidase-4 inhibitor and aspiration pneumonia: disproportionality analysis using the spontaneous reporting system in Japan.

PURPOSE: Dipeptidyl peptidase-4 inhibitor (DPP-4-Is), a kind of drug used for the treatment of diabetes, is considered to prevent the degradation of substance P that suppresses the occurrence of dysphagia. On the other hand, DPP-4 inhibitors are also known to act on the immune system. In this study, we used a spontaneous reporting system to evaluate the signals for dysphagia and aspiration pneumonia with DPP-4-Is. METHODS: We calculated reporting odds ratio (ROR) and information coefficients (IC) as disproportionality analysis to evaluate DPP-4-Is induced dysphagia and aspiration pneumonia using the Japanese Adverse Drug Event Report (JADER) database. RESULTS: For DPP-4-Is as a class, no signals were detected for dysphagia, but the signal for aspiration pneumonia was detected at ROR 1.67 (95% confidence interval [95% CI]: 1.20 to 2.34) and IC 0.70 (95% CI: 0.21 to 1.19). For aspiration pneumonia, trelagliptin was the only drug among the DPP-4-Is for which both ROR and IC signals were detected (ROR 9.99, 95% CI: 4.10 to 24.36; IC: 1.98, 95% CI: 0.78 to 3.18). ROR signals, but not IC signals, were detected for linagliptin (ROR 2.66, 95% CI: 1.19 to 5.94; IC: 1.09, 95% CI: - 0.004 to 2.19) and sitagliptin (ROR 1.84, 95% CI: 1.04 to 3.25; IC: 0.78, 95% CI: - 0.03 to 1.58). CONCLUSION: Since DPP-4 inhibitors prevent the degradation of substance P involved in swallowing reflex, DPP-4 inhibitors were expected to prevent dysphagia and aspiration pneumonia. However, this study revealed that DPP-4 inhibitors strongly were associated with onset rather than preventing aspiration pneumonia. This result suggests that DPP-4 inhibitors may affect the immune function associated with the development of aspiration pneumonia. Furthermore, there is a possibility that the amount of DPP-4-Is used clinically cannot increase the amount of substance P in sufficient quantity to prevent aspiration pneumonia.

Time-to-onset analysis of amiodarone-associated thyroid dysfunction.

WHAT IS KNOWN AND OBJECTIVE: Amiodarone (AMD) treatment is associated with a number of significant adverse effects including thyroid dysfunction. However, the relationship between the development of thyroid dysfunction and the dosage and treatment duration of AMD remains unclear. The purpose of this study was to examine the onset profiles of amiodarone-associated thyroid dysfunction using a spontaneous adverse drug reaction (ADR) reporting database. METHODS: Data were obtained from the US Food and Drug Administration Adverse Event Reporting System (FAERS). For signal detection of spontaneous ADRs, the reporting odds ratio (ROR) and information component (IC) were calculated. Cumulative incidences of hyperthyroidism and hypothyroidism were assessed using the Kaplan-Meier method, and time-to-onset profiles were analysed using the Weibull shape parameter (WSP) test. RESULTS AND DISCUSSION: The median time-to-onset of hyperthyroidism associated with AMD and other drugs was 720.0 (range: 225.5-1145.0) and 101.5 (range: 14.0-468.8) days, respectively. Patients treated with AMD showed a significantly longer time-to-onset of hyperthyroidism than those treated with other drugs (P < .001). The median time-to-onset of hypothyroidism associated with AMD and other drugs was 183.0 (range: 35.0-727.8) and 153.0 (range: 19.0-608.0) days, respectively. There was no significant difference in the time-to-onset of hypothyroidism between patients treated with AMD and those treated with other drugs (P = .13). For hyperthyroidism, the WSP test showed that AMD had a wear-out failure-type profile and other drugs had early failure-type profiles. For hypothyroidism, the WSP test showed that both AMD and other drugs had early failure-type profiles. WHAT IS NEW AND CONCLUSIONS: Amiodarone-associated hyperthyroidism had a different onset profile than hyperthyroidism associated with other drugs. Because the time-to-onset of AMD-associated hyperthyroidism is widely distributed, sustained and continuous attention is required to detect and treat hyperthyroidism during AMD treatment. In contrast, AMD-associated hypothyroidism had an onset profile that was similar to that of other drugs, suggesting that attention should be focused on the earlier stages of treatment.

Gaining insight into irrational off-label use of vidarabine through analysis of a spontaneous reporting system in China.

WHAT IS KNOWN AND OBJECTIVE: Although superseded by other antiviral agents in many Western countries, vidarabine is still widely used in some countries, including China; hence, the extent and appropriateness of vidarabine prescriptions in children require better characterization. This study examined the rationale, extent, and health risks associated with irrational off-label vidarabine use in China. METHODS: Data used in the study were extracted from a multi-provincial joint adverse drug reactions monitoring platform from 2002 to 2018. Descriptive statistics were used to analyse the characteristics of individual case safety reports (ICSRs) related to vidarabine use. RESULTS AND DISCUSSION: Among 2772 individual ICSRs related to vidarabine, 2223 (80.19%) cases occurred in patients aged 0-9. In all patients, the median age and interquartile range were 2 (0-6). Although most adverse events were mild, five deaths were recorded, all in children below 7 years of age. Paediatric use is the most prominent off-label use of vidarabine. Additionally, several other irrational off-label uses were identified, including 218 (7.86%) cases of overdosing and numerous applications beyond the approved indications, dosages, routes of administration, and solvents. WHAT IS NEW AND CONCLUSION: Data indicate that vidarabine was mainly prescribed for suspected common viral infections in paediatric patients, demonstrating serious inappropriate off-label uses. The problem was further complicated by the lack of sufficient information regarding safety, efficacy, and dosing regimens in children, as well as by several additional risk factors such as inappropriate solvents, routes of administration, and overdose. In the case of children, the physicians' lack of understanding of antiviral activities and compassionate prescriptions were mainly responsible for drug overuse. The health risks associated with the paediatric use of vidarabine in China require greater attention and further investigation.

Drugs-Induced Pathological Gambling: An Analysis of Italian Spontaneous Reporting System.

Pathological gambling has been reported as a direct complication of Parkinson's disease and its pharmacological treatment based on dopamine agonists. Moreover, further medications (not dopamine agonists) were associated to the occurrence of gambling disorder. We aim to analyze the spontaneous reports of gambling disorder on the whole Italian territory with a focus on Campania Region (Southern Italy) from January 1st 2002 to July 31st 2018. We analyzed gambling disorder's reports across the 2002-2018 period in the Italian spontaneous reporting database (Rete Nazionale di Farmacovigilanza-RNF), with a focus on Campania region. 94 suspected cases of gambling disorder associated to apomorphine, aripiprazole, cabergoline, levodopa, levodopa and derivatives in association with entacapone/benserazide and carbidopa, pergolide, pramipexole, ropinirole, and rotigotine were reported into the RNF. Of these cases, two related to pramipexole and one to aripiprazole were sent to Campania Pharmacovigilance Regional Centre. Although it is widely recognized that dopamine agonists may induce behavioral disorders, Parkinson's disease is itself associated to pathological gambling, compulsive shopping and eating. Since our results could not clarify the correlation between Parkinson's disease, its pharmacological treatment and pathological gambling, in order to better define this correlation there is a need to conduct further ad hoc observational studies.

[Analysis of adverse reactions risk signal of Xinyuan Capsules based on national ADR monitoring spontaneous reporting system].

In recent years, the safety problems and events of traditional Chinese medicine represented by liver injury have occurred frequently. In particular, Polygonum multiflorum has been widely used and considered as a "non-toxic" tonic traditional Chinese medicine for thousands of years. However, in recent years, frequent reports of liver injury events have attracted widespread attention at home and abroad, which has made unfavorable impacts on traditional Chinese medicine and its international development. Some scho-lars have found that susceptible genes of P. multiflorum on liver injury lay a scientific foundation for formulating rational comprehensive prevention and control measures for liver injury risk of P. multiflorum and its relevant preparations. But what are the risk signals of adverse reactions of P. multiflorum in clinical application? Spontaneous reporting system is an important way to monitor and find adverse drug reaction(ADR) signals after the drug is launched in the market. It can find the ADR signals in time and effectively, and then effectively prevent and avoid the occurrence of adverse drug events. At present, the data mining technique has gradually become the main method of ADR/adverse event(AE) report analysis and evaluation at home and abroad. Specifically, Bayesian confidence propagation neural network in Bayesian method is a commonly used risk signal early warning analysis method. In this paper, BCPNN method was used to excavate the risk signals of adverse reactions of Xinyuan Capsules, a traditional Chinese medicine preparation containing P. multiflorum, such as nausea, diarrhea, rash, dizziness, vomiting, abdominal pain, headache, liver cell damage, so as to provide evidence-based evidence for clinical safe and rational use of drugs.

[Analysis of adverse reactions of Xianling Gubao preparation based on real world SRS data].

From January 1, 2004 to July 21, 2016 a total of 2 796 cases of adverse drug reaction/adverse event(ADR/AE) after the use of Xianling Gubao Capsules/Tablets were reported by National Adverse Drug Reaction Monitoring Center. The following results were obtained by analyzing the reports of 2 796 cases of adverse drug reactions/adverse drug events after the use of Xianling Gubao Capsules/Tablets. A total of 75 patients, accounting for 2.68% of the total ADR/AE time, had severe ADR/AE events. Among them, 30 patients were aged 65 and above, accounting for 40.00% of the total number of severe ADR/AE patients. All the patients with ADR/AE were aged 45-64 years, which totaled 1 346 cases and took up 48.14% of the total patients with ADR/AE. All of ADR/AE cases and severe ADR/AE cases were orally given Xianling Gubao Capsules/Tablets. Females accounted for 52.50% and 76.00%, respectively, and the proportion of females was significantly higher than that of males. Among patients with a medical history of ADR/AE, severe ADR/AE was higher than the average, accounting for about 1.33%. The proportion of cases orally given 1-3 tablets of Xianling Gubao Capsules/Tablets in all ADR/AE cases and severe ADR/AE cases was 95.32% and 96.00%, which conformed to the usage in the package insert. All ADR/AE cases and severe ADR/AE cases orally given Xianling Gubao Capsules/Tablets twice daily occupied the highest proportions, or 77.00% and 61.00%, respectively. The proportion of severe ADR/AE cases orally given Xianling Gubao Capsules/Tablets was slightly higher than that of all ADR/AE cases in the medication frequency, which didn't conform to the usage in the package insert. All the symptoms of ADR/AE orally given Xianling Gubao Capsules showed many manifestations, and the top 10 symptoms were nausea, rash, itching, stomach dysfunction, vomiting, abdominal pain, dizziness, diarrhea, anaphylaxis, and reflux heartburn. The symptoms of severe ADR/AE after oral administration of Xianling Gubao Capsules were varied, and the top 10 symptoms were abnormal liver function, rash, suffocation, itching, dizziness, vomiting, anaphylaxis, abdominal pain, weakness, and convulsions. Abnormal liver function accounted for 44.12%. All of ADR/AE cases occurred within 2 days after oral administration of Xianling Gubao Capsules/Tablets, accounting for 54.26%. Severe ADR/AE occurred within 2 days after the use of Xianling Gubao Capsules/Tablets, accounting for 25.34%. The proportion of ADR/AE cases occurring within 15 days after oral administration of Xianling Gubao Capsules/Tablets increased again(57.33%). The overall trend contained two peaks.

[Analysis of adverse drug reaction/adverse event and early warning signal mining of Ginkgo biloba Dropping Pills based on SRS data].

In order to understand the characteristics of adverse drug reaction/adverse event(ADR/AE) of Ginkgo biloba Dropping Pills and evaluate the safety of clinical use after marketing, 407 ADR/AE case report data of Ginkgo biloba Dropping Pills collected by National Center for ADR Monitoring System during 2009-2018 was systematically analyzed, and its general characteristics were analyzed using descriptive statistical methods. The results showed that among the 407 cases of spontaneous reporting system(SRS) data, 401 cases were general ADR/AE, accounting for 98.5%, and 6 cases were severe ADR/AE, accounting for 1.5%; there were more females than males(171/150) in ADR/AE, and they were mainly middle-aged and elderly people aged 45-64 years(152 cases, accounting for 37.35%); gastrointestinal system(23.89%) was mostly involved in ADR/AE. The top ten clinical symptoms were nausea(15.49%), dizziness(9.88%), vomiting(8.11%), rash(5.60%), chest tightness(5.46%), palpitations(5.31%), pruritus(4.72%), headache(4.57%), abdominal distension(3.83%), gastric dysfunction(3.54%); proportional reporting ratio(PRR) and Bayesian confidence progressive neural network method(BCPNN) were adopted to mine ADR/AE warning signals. Due to the small sample size, there were only 0-2 ADR/AE cases with various symptoms in many quarters, with no warning signal by PRR and BCPNN methods. The findings suggest that ADR/AE of Ginkgo biloba Dropping Pills based on SRS system was not recorded in the package insert, and further active monitoring studies shall be conducted to improve relevant ADR/AE information and pay attention to its clinical drug safety issues.

Safety profile of traditional Chinese herbal injection: An analysis of a spontaneous reporting system in China.

PURPOSE: Although a series of serious adverse events have continually raised concerns about the potential toxicity of traditional Chinese medicine injections (TCM injections), studies on this subject are still sparse. We conducted a descriptive analysis of a spontaneous reporting system in China to describe the safety profile of TCM injections. METHODS: The safety profile of TCM injections is described by descriptive analysis of 559 066 adverse reports collected from Guangdong Provincial Center for adverse drug reaction (ADR) Monitoring in China during 2003 to 2017. RESULTS: The percentage of new or serious ADRs of TCM injections is much higher than average percentage of China's spontaneous reporting system (SRS) as a whole (48.70% vs <25%). Compared with conventional injections, TCM injections have a slightly lower percentage of serious ADRs (6.02% vs 6.72%) and much higher percentage of unknown (new) ADRs (46.74% vs 24.13%). The gender and age distribution for TCM injections are similar to conventional injections. The reporting rates of ADRs increased with age. Anaphylactic shock and anaphylactoid reaction are high-risk ADRs for TCM injections and, anaphylactic shock is ranked number 1 in causing deaths (50.00%). CONCLUSIONS: There are some differences and similarities on the safety profile between TCM injections and conventional injections. TCM injections have higher risk of adverse effects than any other dosage forms of TCM medications and higher percentage of new or serious adverse effects than conventional injections. A lot of work need to be done to clarify the huge amount of potential unknown adverse effects related to TCM injections.