Signal mining and analysis of selinexor adverse events / 中国药房

OBJECTIVE To mine the adverse drug event （ADE） signals of selinexor， and to provide reference for its clinical safety medication. METHODS ADE data for selinexor reported from July 3rd， 2019 to March 31st， 2023 were collected from the FDA adverse event reporting system （FAERS）. Data mining was performed by using the reporting odds ratio （ROR） and proportional reporting ratio （PRR） methods， and categorization statistics were performed by using the system organ class （SOC） and preferred term （PT） from drug ADE terminology set in the MedDRA （version 26.0）. RESULTS A total of 3 084 ADE reports were obtained for selinexor， with a total of 134 ADE-positive signals. Among the reported genders， there were 127 males and 124 females， with a predominant age of ≥65 years old （4.12%）； the United States had the highest number of reports （96.53%）， with consumers being the main reporters （77.27%）； severe ADR was mainly characterized by hospitalization/prolonged hospitalization （26.26%）， followed by death （17.15%）. The top 3 ADE in the list of frequency were nausea （1 162 times）， fatigue （790 times） and anorexia （610 times）， all of which were mentioned in the selinexor’s instructions. The top 3 signals in the list of strength were device-associated bacteremia （ROR＝115.07， PRR＝114.94）， blepharospasm dysfunction （ROR＝106.70， PRR＝106.54）， and salmonella sepsis （ROR＝99.90， PRR＝99.81）， all of which were not mentioned in the selinexor’s instructions. CONCLUSIONS In addition to the ADE of nausea mentioned in the instruction manual， attention should also paid to device-associated bacteremia， blepharospasm dysfunction， salmonella sepsis， and other ADE not mentioned in the instruction manual when using selinexor in clinical practice； weekly rechecking of the patient’s blood routine should be done to monitor the patient’s blood indexes， symptoms of infection， and so on， to ensure that the safety of 1661962346@qq.com drug use.

Signal mining and analysis of temozolomide adverse events based on FAERS datadase / 中国药师

Objective To mine temozolomide-related adverse drug event(ADE)signals in the real world and to provide a reference for the safe clinical use of temozolomide.Methods The U.S.Food and Drug Administration Adverse Event Reporting System(FAERS)was used to collect the ADE reporting data of temozolomide in the FAERS database from January 1,2004 to December 31,2022.The signal mining was performed using the report ratio method and Bayesian confidence interval progressive neural network method to analyze the occurrence of ADE.Results In the database,there were 24 725 ADE reports with temozolomide as the primary suspected drug,and a total of 300 ADE signals were identified,involving 23 system organ categories,and the top 5 were blood and lymphatic system diseases,systemic diseases and various reactions of administration sites,various examinations,various neurological diseases,various injuries,poisoning and procedural complications etc.the most frequently reported ADE signals included thrombocytopenia,low platelet count,neutral granulocytopenia,pancytopenia,convulsive attacks,and febrile neutropenia.42 new suspected adverse reactions were discovered,which were not recorded in the instructions,such as pseudomonas skin infection,herpetic meningoencephalitis,hypoglossal nerve paralysis,porokeratosis,etc.Conclusion The common adverse reactions of temozolomide in the real world are generally consistent with the instructions,but some new suspicious adverse reactions have been discovered.During clinical drug use,special attention should be paid to these new adverse reactions,and it is recommended to monitor patients'adverse reactions and take appropriate measures in a timely manner.

Study of adverse drug events related to tacrolimus in pediatric solid organ transplant recipients based on FAERS database / 器官移植

Objective To investigate the characteristics of adverse drug event (ADE) related to tacrolimus (Tac) in pediatric solid organ transplant recipients. Methods The data were retrieved from the US Food and Drug Administration Adverse Event Reporting System database from the first quarter of 2004 to the second quarter of 2023. The ADE data of pediatric organ transplant recipients with Tac as the primary suspected drug were extracted. The relationship between Tac and ADE was quantitatively analyzed by proportional imbalance method. Basic characteristics and signal strength of ADE related to Tac were analyzed. ADE related to Tac in children of different ages and different types of organ transplantation were analyzed. Results A total of 1 443 children's ADE reports involving Tac were screened, including 188 cases (13.0%) of heart transplantation, 668 cases (46.3%) of liver transplantation, 531 cases (36.8%) of kidney transplantation and 56 cases (3.9%) of lung transplantation. The median age of children was 10 years old. The top three countries with ADE reporting were the United States, France and the United Kingdom. China reported 26 cases, accounting for 1.8%. Infection and infectious diseases accounted for the highest proportion (20.96%) in ADE related to Tac, including EB virus and cytomegalovirus infection, etc. Infection and infectious diseases occupied the largest proportion of ADE related to Tac in children of different ages, whereas the pathogen types were different. Rejection, unstable immunosuppression level and renal function damage were also common ADE related to Tac in children of all ages. Nervous system disease was the main ADE in heart transplant recipients, while infection and infectious diseases were more common in liver and kidney transplant recipients. Rejection was the most common ADE in lung transplant recipients. Conclusions ADE related to Tac possess different distribution characteristics in different types of organ transplantation. Extensive attention should be paid to individualized drug monitoring and risk assessment in pediatric organ transplant recipients, thereby optimizing Tac treatment and reducing the risk of ADE.

Mining and analysis of acalabrutinib-induced ADE risk signals based on FDA adverse event reporting system / 中国药房

OBJECTIVE To provide reference for the clinically safe application of acalabrutinib by mining and analyzing the risk signals of adverse drug events （ADE）. METHODS The acalabrutinib-induced ADE reports were extracted from the U.S. FDA adverse event reporting system using the OpenVigil 2.1 platform from November 1， 2017 to March 31， 2023. The reporting odds ratio （ROR） method and composite criteria method from the Medicines and Healthcare Products Regulatory Agency （MHRA） were used for detection of ADE signals. RESULTS There were 7 869 ADE reports of acalabrutinib as the primary suspect drug and 142 ADE positive signals were detected from them， involving 20 system organ classes， which was generally consistent with the ADE recorded in the drug instruction of acalabrutinib， mainly involving general disorders and administration site conditions， various inspection， blood and lymphatic system disorders， various neurological disorders and cardiac disorders. In addition， this study identified several new potential ADE signals that were not mentioned in the drug instruction， including sudden cardiac death， pulmonary toxicity， tumor lysis syndrome， pleural effusion， dyspepsia， gastroesophageal reflux disease， bone pain， decreased blood pressure， and abnormal blood sodium， etc. CONCLUSIONS When using acalabrutinib， in addition to paying attention to the ADE recorded in its instructions， the risk of serious ADE that may lead to death， such as sudden cardiac death and pulmonary toxicity， should also be evaluated to avoid or reduce the occurrence of ADE as much as possible.

Signal mining and analysis of adverse events of oseltamivir，zanamivir and baloxavir marboxil / 中国药房

OBJECTIVE To provide reference for safe drug use in clinic by mining the adverse drug events （ADE） of 3 kinds of anti-influenza A virus drugs （oseltamivir， zanamivir， baloxavir marboxil）. METHODS The ADE data of oseltamivir， zanamivir and baloxavir marboxil were collected from the FDA adverse event reporting system （FAERS） between the first quarter in 2004 and the third quarter in 2022， and mined by using reporting odds ratio （ROR） method. The designated medical events （DME） were estimated. The system organ class （SOC） in the Medical Dictionary for Regulatory Activities （MedDRA， version 25.0） was used for the classification and statistics of drug ADE terminology. RESULTS A total of 12 636， 1 749 and 1 283 ADE reports were retrieved for oseltamivir， zanamivir and baloxavir marboxil， involving 26， 16 and 17 SOCs， respectively. Oseltamivir was strongly associated with sleep terror， abnormal behavior， hallucination and delirium. Zanamivir was implicated in abnormal behavior， delirium， incoherence， and altered state of consciousness with prominent signal intensity. Baloxavir marboxil was strongly associated with ischemic colitis， hemorrhagic cystitis， erythema multiforme and melaena. Erythema multiform was detected in the DME of three drugs with strong signals. CONCLUSIONS When clinically administering the three drugs， it is crucial to pay close attention to both common adverse reactions and those ADEs that are not explicitly mentioned in the drug instructions. For oseltamivir， clinicians should exercise caution due to the potential risk of acute kidney injury and fulminant hepatitis， necessitating regular monitoring of the patient’s liver and kidney function. When prescribing zanamivir， caution should be exercised due to ADEs related to the respiratory system， including acute respiratory distress syndrome and respiratory failure， necessitating close monitoring of the patient’s respiratory status. Similarly， for baloxavir marboxil， clinicians should be vigilant for potential ADEs such as erythema multiforme and rhabdomyolysis.

Mining and analysis of adverse drug event signals of cinacalcet and etelcalcetide / 中国药房

OBJECTIVE To explore and analyze the adverse drug event （ADE） signals of cinacalcet and etelcalcetide， to provide a reference for safe drug use in the clinic. METHODS ADE reports related to cinacalcet and etelcalcetide were extracted from the FDA Adverse Event Reporting System from January 1st， 2004 to June 30th， 2023 using the OpenVigil online tool. The Bayesian confidence propagation neural network method was adopted to detect the signals of ADE from the key organ systems. The signals were encoded according to the preferred term in the ADE terminology set of the Medical Dictionary for Regulatory Activities （26.0 edition）. RESULTS A total 41 709 and 1 710 ADE reports were extracted， and 29 and 45 safety signals were detected in key systems for cinacalcet and etelcalcetide， respectively； 20 and 36 positive signals were not included in the drug instructions. Hypocalcemia/decreased serum calcium， abnormal blood parathyroid hormone （PTH）/increased or decreased serum PTH were common ADEs of the two drugs， which were detected in the study. Among the signals not included in the drug instructions， new moderate and strong signals were detected， such as cinacalcet-induced calcification defense （metabolic and nutritional diseases）， bone starvation syndrome and high conversion bone diseases （musculoskeletal and connective tissue diseases） as well as etelcalcetide-induced sudden death， necrosis and treatment of non-responders （general disorders， administration site）， unstable angina pectoris， myocardial ischemia （cardiac diseases）， intestinal perforation， gastric antrum vasodilation and gastric ulcer （gastrointestinal diseases）. CONCLUSIONS In the clinical application of the two drugs， apart from the common ADEs such as hypocalcemia and abnormal blood PTH， the surveillance of some new potential ADEs should also be carried out， such as bone starvation syndrome， calcification defense， ventricular disease and other cinacalcet-induced ADEs， sudden death， myocardial ischemia， unstable angina pectoris， intestinal perforation， gastric ulcer and other etecalcetide-induced ADEs. If new ADEs appear， clinic should promptly assess the benefits and risks， and update the treatment plan and pharmacological monitoring plan to ensure the safety of patient medication.

Research on signal mining of adverse events of tizanidine based on FAERS database / 药物流行病学杂志

Objective Based on U.S.Food and Drug Administration Adverse Event Reporting System(FAERS)database,the signal mining of tizanidine adverse drug events(ADEs)was conducted to explore the occurrence characteristics of ADE,hoping to provide references for the safe clinical application of tizanidine.Methods The reporting odds ratio(ROR)and medicines and healthcare products regulatory agency methods(MHRA)were used to analyse the ADE of tizanidine using FAERS registration data from the first quarter of 2004 to the second quarter of 2022.After valid signals were obtained,the MedDRA was used for translation and system organ classification.Results A total of 7 135 reports of tizanidine ADE were obtained,including 1 732 patients,1 304 ADE types were involved.According to the results of 2 ADE signal mining methods,at the preferred term(PT)level,177 signals were detected.There were 32 PT signals not included in the drug instructions,including potassium wasting nephropathy,cardio-respiratory arrest,and foetal growth restriction etc.In 1 732 patients,the number of ADE cases of female was 2.37 times that in male(1 057 vs.446),and the age group between 40 and 64 accounted for a large proportion(36.03％).The highest proportion(32.79％)reported by consumers.The system organ class involved mainly included various neurological diseases and psychosis.The median time to onset of tizanidine-related ADEs was 75 d(interquartile range:28-223 d),but it was necessary to be vigilant that ADE may still occur 1 year after starting the drug(13.38％).Conclusion This study aims to suggest that clinical application of tizanidin-related ADE should be paid full attention to the occurrence of ADE such as potassium-wasting nephropathy and suicidally completed,as well as key populations such as women and patients of 40-64 years old.

A Pre-trained Language Model-based Method for Adverse Drug Events Extraction / 医学信息学杂志

Purpose/Significance To study the extraction method of adverse drug event(ADE)data from medical texts,and to pro-vide support for clinical drug risk management and scientific decision-making.Method/Process Based on pre-trained model,by com-bining the correlation between the two subtasks of entity recognition and relation extraction,a entity relation joint extraction method for ADE monitoring is designed.Result/Conclusion Experiments on the published ADE extraction dataset show that the proposed method is superior to existing methods and can effectively extract ADE information and its relation from medical texts,providing a powerful means for the discovery and monitoring of ADE.

Adverse drug reaction profile of patients taking amantadine for traumatic brain injury in a tertiary care hospital

Background: Amantadine is found to be effective for the treatment of complications associated with traumatic brain injury. Drug-related side effects are common with Amantadine especially when combined with other drugs. Comprehensive information about the incidence and severity of these adverse effects is not available. Aim and Objectives: The aim of the study was to analyze the pattern of occurrence of adverse drug reactions (ADRs) in patients receiving Amantadine for traumatic brain injury in a tertiary care hospital. We also assessed the causality, severity and preventability of ADRs. Materials and Methods: This prospective cohort study was conducted among patients taking Amantadine for a continuous period of 1 month for traumatic brain injury in neurosurgery department between June 2020 and December 2020. Tools used were ADR Reporting form of National Pharmacovigilance Centre, WHO causality scale, Hartwig and Siegel scale, and Schumock and Thornton scale. Descriptive statistics were used and the values were expressed in numbers and percentages. Results: ADRs were experienced in 55 patients (36.7%) out of 150 patients and all the patients were on combination therapy. ADR was present more in male patients (63.6%) compared to females (36.4%). The most common ADRs were headache, ankle edema and dry mouth. Majority of ADRs belonged to the possible category according to the WHO causality assessment scale. Majority of the ADRs (61.9%) were mild level 1 according to severity scale. All the ADRs came under the definitely or probably preventable category. Conclusion: ADRs with Amantadine are common but mild and preventable.

Signal mining and analysis of adverse drug events of baloxavir marboxil based on American FAERS / 中国药房

OBJECTIVE To mine adverse drug event （ADE） signals related to baloxavir marboxil， and to provide reference for clinically safe drug use. METHODS The ADE signals related to baloxavir marboxil from January 1， 2018 to May 31， 2022 in the US FDA adverse event reporting system （FAERS） were mined using the proportional reporting odds ratio （PRR） method. ADE with report number≥3， PRR≥2 and χ2≥4 was defined as a positive signal， and PRR method was used to analyze the ADE signal. RESULTS A total of 1 424 ADE reports with baloxavir marboxil as the main suspected drug were collected， involving 460 ADE signals. The femininity and patient under 18 years old were reported more， the country with the highest number of reports was the United States， and the main indication of drug reported was influenza. A total of 37 ADE positive signals were obtained after PRR calculation and screening exclusion， the first three ADE signals in the list of the reported number were diarrhea， vomiting and immediate hypersensitivity， and the first three ADE signals in the list of PRR value were febrile delirium， ischaemic colitis and hemorrhagic cystitis. Compared with the instructions of baloxavir marboxil， 18 ADE signals had not yet been included， such as abnormal liver function， hematuria， hemorrhagic cystitis， etc. Five new SOCs were involved， such as kidney and urinary system diseases， hepatobiliary system diseases， investigations， nervous system disorders and musculoskeletal and connective tissue disorders. CONCLUSIONS When clinical application of baloxavir marboxil， in addition to the adverse drug reactions mentioned in the drug instructions， attention should be paid to abnormal liver function， hematuria， hemorrhagic cystitis， etc， so as to guarantee the safety of drug use.

Mining and analysis of the ADE signals of avapritinib based on FAERS database / 中国药房

OBJECTIVE To provide reference for clinically safe application of avapritinib. METHODS The adverse drug event （ADE） reports of avapritinib from January 9th，2020，to September 30th，2022 were collected from FDA Adverse Event Reporting System （FAERS） database. For data mining and analysis，reporting odds ratio （ROR） method and proportional reporting ratio （PRR） method in the proportional imbalance method were utilized. RESULTS A total of 10 895 ADE reports with avapritinib as the main suspect drug were gathered，and 201 ADE signals involving 19 systematic organ classifications were found after eliminating invalid signals. The instruction of the drugs did not mention any of the ADE，including tinnitus，dementia，chilly limbs， the reduction of blood iron，the reduction of blood sugar，fever，the reduction of vitamin D and vitamin B12，as well as all ADE in the 2 SOCs of musculoskeletal and connective tissue illnesses，diseases of the reproductive system，and diseases of the breast. The majority of the ADE reports 670 cases with complete drug information were for the nervous system （230 cases，accounting for 34.33%） and ocular organ （277 cases，accounting for 41.34%）. Compared with other systems，daily dose and treatment course showed significant effects on ADE of neurological system and ocular organ （P＜0.05），and the patient’s age had a significant impact on the ADE of the nervous system （P＜0.05）. CONCLUSIONS A greater incidence of ADE after using avapritinib is present in patients older than 65 with a daily dose of 300 mg/d and a treatment period lasting between 31 and 90 days； patients receiving a daily dose of 300 mg/d and a treatment regimen lasting 31 to 90 days are more likely to experience ADE of the ocular organ. Attention should be given to the aberrant symptoms of the patient’s eyes and nervous system throughout clinical use of avapritinib，and prompt intervention should be given.

Safety of interferon β-1a for treatment of COVID-19： a real-world study based on FAERS database / 上海预防医学

ObjectiveTo systematically evaluate the safety of interferon β-1a for treatment of corona virus disease 2019 （COVID-19）， and to provide references for interferon β-1a's clinical application. MethodsThis study was conducted with the database from US Food and Drug Administration adverse event reporting system （FAERS） from January 1， 2015 to March 31， 2021. Information component （IC） and reporting odds ratio （ROR） methods were applied for signal mining. ResultsA total of 463 700 records of COVID-19 were selected for analysis， and 45 positive drug adverse event signals were detected. Headache （IC025=1.09， ROR025=2.28）， pyrexia （IC025=0.51， ROR025=1.51） and multiple sclerosis relapse （IC025=3.67， ROR025=14.71） were positive adverse events with higher frequency. Autoimmune disorder （IC025=4.42， ROR025=24.03）， streptococcal infection （IC025=4.12， ROR025=19.82）， and multiple sclerosis relapse （IC025=3.67， ROR025=14.71） were positive adverse events. Acute lung injury， cardio-respiratory arrest and metabolic acidosis were associated with a higher proportion and frequency of death. ConclusionThere are certain safety issues with interferon β-1a in the treatment of COVID-19， and some adverse events with high frequency and high death rate deserve further attention by medical staffs.

Signals mining and analysis of adverse drug events of pazopanib based on FAERS database / 中国药房

OBJECTIVE To mine and analyze adverse drug event （ADE） signals after the marketing of pazopanib and provide references for clinically safe medication. METHODS OpenVigil 2.1 data platform was used to mine ADE signals from the US FDA adverse event reporting system （FAERS） database. ADE reports of pazopanib from October 2009 to June 2022 were collected， and ADE signals were analyzed using proportional reporting ratio （PRR） method and reporting odds ratio （ROR） method in the proportional imbalance method. RESULTS A total of 16 655 ADE reports were identified with pazopanib as the primary suspect drug. Through ROR and PRR analysis， 220 ADE signals involving 19 system organ classes were identified. The top 10 ADE signals by frequency were recorded in the drug instruction. Additionally， 88 new ADE signals were discovered， mainly related to the gastrointestinal system， various investigations， and the renal and urinary system. Decreased basophil count， nail bed hemorrhage， tumor rupture， and vaginal fistula were both new ADE signals and the top 10 ADE signals by strength. CONCLUSIONS The occurrence of common ADEs （diarrhea， hair color changes， hypertension， etc.） during the use of pazopanib after marketing is generally consistent with its drug instruction； the number of reported cases for new suspected risk signals （decreased basophil count， nail bed hemorrhage， tumor rupture， and vaginal fistula， etc.） is limited， and continuous monitoring is required.

Responding to COVID-19 vaccine-related safety events: WHO Western Pacific regional experience and lessons learned

@#Problem: Novel vaccines were developed in an unprecedentedly short time in response to the global coronavirus disease (COVID-19) pandemic, which triggered concerns about the safety profiles of the new vaccines. This paper describes the actions and outcomes of three major adverse events of special interest (AESIs) reported in the World Health Organization’s (WHO’s) Western Pacific Region: anaphylaxis, thrombosis with thrombocytopenia syndrome (TTS) and post-vaccination death. Context: During the large-scale introduction of various novel COVID-19 vaccines, robust monitoring of and response to COVID-19 vaccine safety events were critical. Action: We developed and disseminated information sheets about anaphylaxis and TTS; provided tailor-made training for anaphylaxis monitoring and response, webinars about TTS and AESIs, and an algorithm to support decision-making about AESIs following immunization; as well as provided country-specific technical support for causality assessments, including for possible vaccination-related deaths. Outcome: Each major vaccine event and situation of high concern was responded to appropriately and in a timely manner with comprehensive technical support from WHO. Our support activities have not only strengthened countries’ capacities for vaccine safety surveillance and response, but also enabled countries to decrease the negative impact of these events on their immunization programmes and maintain the confidence of health-care professionals and the general population through proactive delivery of risk communications. Discussion: This paper summarizes selected, major AESIs following COVID-19 vaccination and responses made by WHO’s Regional Office for the Western Pacific to support countries. The examples of responses to vaccine safety events during the pandemic and unprecedented mass vaccination campaigns could be useful for countries to adopt, where applicable, to enhance their preparation for activities related to monitoring vaccine safety.

COVID-19 vaccine-related adverse events following immunization in the WHO Western Pacific Region, 2021–2022

@#The speed at which new vaccines against coronavirus disease (COVID-19) were developed and rolled out as part of the global response to the pandemic was unprecedented. This report summarizes COVID-19 vaccine-related safety data in the World Health Organization Western Pacific Region. Data for 1 March 2021 to 31 March 2022 from 36 out of 37 countries and areas in the Western Pacific Region are presented. More than 732 million doses of eight COVID-19 vaccines were administered; reporting rates of adverse events following immunization (AEFIs) and serious AEFIs were 130.1 and 5.6 per 100 000 doses administered, respectively. Anaphylaxis, thrombosis with thrombocytopenia syndrome, and myocarditis/pericarditis were the most frequent COVID-19 adverse events of special interest (AESIs) reported. The reported rates of AESIs in the Western Pacific Region were within the range of expected or background rates. Vaccine benefits far outweigh the risk of reported serious adverse reactions and serious outcomes of COVID-19. Continued AEFI surveillance is recommended to better understand and ensure the safety profiles of novel COVID-19 vaccines.

Mining and analysis of ADE signals of romiplostim and eltrombopag based on FAERS database / 中国药房

OBJECTIVE To provide a reference for the safe use of thrombopoietin receptor agonists romiplostim and eltrombopag in clinic. METHODS FDA adverse event reporting system （FAERS） in the United States was adopted to collect adverse drug event （ADE） reports of romiplostim and eltrombopag from their launch in the United States to September 30， 2022； the ADE signals of the two drugs were analyzed using the reporting odds ratio （ROR） method and the comprehensive standard method of the UK Medicines and Healthcare Products Regulatory Agency. RESULTS A total of 14 021 and 4 431 ADE reports were collected about romiplostim and eltrombopag， respectively， with a gender composition of more females than males. After signal screening， 563 ADE signals were obtained about romiplostim， involving 25 system organ classes （SOC）； eltrombopag had 433 ADE signals， involving 26 SOC. The most frequently reported ADE for both drugs was platelet count decreased （2 060， 1 585 cases）， which was mentioned in their drug instructions. In terms of signal intensity， romiplostim exhibited the highest signal for abnormal thrombopoietin levels （ROR of 2 268.85）， while eltrombopag had the highest signal for positive dengue virus test （ROR of 954.50）， with neither of these signals mentioned in their respective drug instructions. CONCLUSIONS The ADE of romiplostim and eltrombopag mainly affects the blood and lymphatic system， and there are many new suspicious high-risk signals.

Mining and analysis of lorlatinib-induced adverse drug event signals / 中国药房

OBJECTIVE To provide references for the safe use of lorlatinib in clinical practice. METHODS The reporting odds ratio （ROR） method， Medicines and Healthcare Products Regulatory Agency comprehensive standard method （referred to as “MHRA method”） and the Bayesian confidence propagation neural network （BCPNN） method were used to detect adverse drug events （ADEs） signals of lorlatinib in the FDA Adverse Event Reporting System from the first quarter of 2019 to the fourth quarter of 2022. RESULTS & CONCLUSIONS Totally 114 overlapping ADEs signals of lorlatinib were detected by the three methods， among which there were 73 new suspicious ADEs signals which were not covered in the instruction of lorlatinib. When using loratinib in clinical practice， special attention should be paid to ADEs with a high number of cases and signals， such as various neurological diseases， psychiatric diseases， respiratory system， thoracic and mediastinal diseases； clinical manifestations included cerebral edema， cerebral infarction， pulmonary hypertension， mutism， decreased sexual desire， pleural effusion. The signals of mobile thrombophlebitis， radiation necrosis， mutism， vesicoureteral reflux not mentioned in the instructions were all strong in BCPNN detection with high specificity， to which we should pay attention in clinical application.

Mining and analysis of adverse drug events signals of nilotinib based on FDA adverse event database / 中国药房

OBJECTIVE To provide a reference for safe drug use in clinic. METHODS ADE reports related to nilotinib from the first quarter of 2007 to the fourth quarter of 2022 were collected from the US FDA adverse event reporting system database. The reporting odds ratio （ROR） and proportional reporting ratio （PRR） of disproportionality measures were used to mine potential ADE signals，which were compared with drug instruction and related case report， and were screened and analyzed according to the designated medical events （DME） list formulated by the European Medicines Agency. RESULTS Totally 23 332 cases of ADE with nilotinib as the primary suspected drug were reported. A total of 359 positive signals were obtained，involving 24 system organ classes （SOC），mainly concentrated in various examinations，heart organ diseases，vascular and lymphatic diseases，all kinds of nervous system diseases，etc. Among them，ADEs such as vertebral artery stenosis，coronary artery stenosis，arterial disease，liver infection and the second primary malignant tumor were not mentioned in the instructions. Seven DMEs were detected，of which bone marrow failure，pulmonary hypertension and deafness were not mentioned in the drug instruction. CONCLUSIONS The common ADE signals of nilotinib excavated in this study are consistent with the instructions. In clinical use，special attention should be paid to DME not mentioned in the instructions such as bone marrow failure，pulmonary hypertension and deafness； cardiac function， blood glucose and blood lipid indexes should be monitored closely.

Risk signal mining of ixazomib based on the database of FAERS / 中国药房

OBJECTIVE To explore the risk signal of ixazomib and provide a reference for clinically rational drug use. METHODS The Open Vigil 2.1 online tool was used to extract the data of adverse drug events （ADE） reported by the database of FDA adverse event reporting system （FAERS） from the launch of ixazomib in America （November 20th， 2015） to the latest update of the Open Vigil website （March 31st， 2023）. The data were mined by using the proportional reporting ratio （PRR） and Bayesian confidence propagation neural network （BCPNN） of the proportional imbalance method. The signals were coded by system organ class （SOC） and preferred term （PT） according to MedDRA v25.1. RESULTS A total of 13 841 ADE reports with ixazomib as the “primary subject” were extracted， involving slightly more male patients （49.53%）， and most of them were 65 years old and above （72.48%）； the reports came from 57 countries/regions， mainly America （52.90%）. A total of 186 positive signals were excavated， with 51 high-intensity， 99 medium-intensity， and 36 low-intensity signals， involving 19 SOCs. The top 50 PT in frequency and signal intensity of PRR included neuropathy peripheral （414 cases， high-intensity signal）， platelet count decreased （379 cases， high-intensity signal）， thrombocytopenia （360 cases， high-intensity signal）， cytopenia （75 cases， high-intensity signal） and neurological symptoms （41 cases， high-intensity signal）. SOC involved included nervous system disorders， investigations， and blood and lymphatic system disorders. ADE occurred most frequently in gastrointestinal diseases （2 588 cases）， including diarrhea （1 077 cases， high-intensity signal）， nausea （737 cases， medium-intensity signal）， vomiting （459 cases， medium-intensity signal）， constipation （275 cases， medium-intensity signal）， and so on. The positive signals of infections and infestations contained the largest number of PTs， and most of them were not recorded in the drug instruction， including 12 high-intensity signals （1 030 cases） and 30 medium-intensity signals （627 cases）， which were mainly distributed in lung infection， upper respiratory infection， gastrointestinal infection， sepsis， herpes zoster and so on. The signals of cardiac amyloidosis （7 cases， high-intensity signal） and acute coronary syndrome （14 cases， high-intensity signal） of cardiac disorders and renal dysfunction （91 cases， medium-intensity signal） of renal and urinary disorders were all strong and had not been recorded in the drug instruction. CONCLUSIONS In addition to routine attention to the common ADE of ixazomib in gastrointestinal diseases，nervous system disorders and blood and lymphatic system disorders， clinical attention should also be paid to various infections that may occur during the treatment of patients， and the occurrence of cardiovascular toxicity and renal dysfunction should be monitored.

ADE signal mining and analysis of axitinib based on FAERS database / 中国药房

OBJECTIVE To provide references for the clinical safe use of axitinib. METHODS Adverse drug event （ADE） data for axitinib were collected from the US FDA Adverse Event Reporting System （FAERS） database from the first quarter of 2012 to the fourth quarter of 2022. The data were mined and analyzed by utilizing the ratio-of-reporting-ratio （ROR） method and comprehensive standard method of the United Kingdom’s Medicines and Healthcare Products Regulatory Agency （MHRA） of proportional imbalance measurement. RESULTS A total of 13 962 reports of axitinib-related ADEs were obtained， with patients’ age concentrated in 65-85 years （43.25%）， gender predominantly male （65.23%）， country of reporting predominantly US （60.01%）， and serious ADE outcomes mostly hospitalization or prolonged hospitalization （31.51%）. A total of 172 ADE risk signals were detected， involving 18 system and organ classifications （SOC）， mainly systemic diseases and various reactions at the site of administration （3 749 cases， 30.84%） and gastrointestinal system diseases （2 067 cases， 17.00%）. ADE risk signals that occurred more frequently were generally consistent with the drug instruction， such as diarrhea， fatigue， and hypertension； new ADE risk signals requiring clinical attention were death， immune-mediated nephritis， and PT signals contained in the SOC of various benign， malignant， and tumors of undetermined nature （including cysts and polyps）. CONCLUSIONS For ADEs that occur frequently with axitinib and are already contained in the drug instruction （e.g. hypertension， diarrhea）， they should be adequately evaluated before administration， especially for patients with combined use of immune checkpoint inhibitors and patients with underlying hypertension； for ADEs with stronger signals and newer ADEs （e. g. death， disease progression， tumor progression）， the patient’s disease progression should be closely monitored during the treatment period for potentially fatal ADEs； for its rare ADEs （e. g.immune-mediated nephritis， scrotal ulcer， non-infectious encephalitis）， clinical validation should be further strengthened.