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1.
Drug Saf ; 2024 Aug 17.
Article in English | MEDLINE | ID: mdl-39154117

ABSTRACT

Spontaneous reporting systems (SRS) provide valuable data for detecting unidentified adverse events not observed in clinical trials and for conducting safety assessments that accurately reflect real-world clinical practice. With the increasing number of publications using the SRS for disproportionality analysis (DA), there is an increasing demand for a comprehensive understanding of the research limitations associated with the SRS. However, there is a lack of understanding of the caveats associated with adjusting covariates in DA of the SRS. Herein, we summarized the use of covariate adjustment and its caveats in DA. The Council for International Organizations of Medical Sciences VIII suggests considering adjustments such as stratification when they can enhance the sensitivity and/or specificity of statistical analysis. However, several database-specific and statistical caveats have been identified when adjusting for covariates derived from the SRS. Disproportionality analysis may be affected not only by reporting bias at the time of enrollment but also by sparse-data bias due to variations in the number of enrollment reports. Statistical evidence is needed to determine in which cases and to what extent sensitivity and/or specificity are affected. Nevertheless, it is important for researchers to acknowledge that certain limitations discussed in this context may be inherent and cannot be rectified. Based on this understanding, they can then make an informed decision on whether to perform a covariate adjustment.

2.
J Pineal Res ; 76(5): e13002, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39119925

ABSTRACT

Parkinson's disease affects millions of people worldwide, and without significant progress in disease prevention and treatment, its incidence and prevalence could increase by more than 30% by 2030. Researchers have focused on targeting sleep and the circadian system as a novel treatment strategy for Parkinson's disease. This study investigated the association between melatonin receptor agonists and Parkinson's disease, using the Food and Drug Administration (FDA) Adverse Events Reporting System (FAERS). The target drugs were melatonin receptor agonists including ramelteon, tasimelteon, and agomelatine. Parkinson's disease cases were defined according to the Medical Dictionary for Regulatory Activities (MedDRA) 25.0; Standardized MedDRA Query (SMQ) using both the "narrow" and "broad" preferred terms (PTs) associated with Parkinson's disease. The association between melatonin receptor agonists (ramelteon, tasimelteon, and agomelatine) and Parkinson's disease was evaluated by the reporting odds ratio. Upon analyzing the data from all patients registered in the FAERS, ramelteon (ROR: 0.66, 95% confidence interval [95% CI]: 0.51-0.84) and tasimelteon (ROR: 0.49, 95% CI: 0.38-0.62) showed negative correlations with Parkinson's disease. Conversely, only agomelatine was positively correlated with Parkinson's disease (ROR: 2.63, 95% CI: 2.04-3.40). These results suggest that among the melatonin receptor agonists, ramelteon and tasimelteon are negatively correlated with Parkinson's disease. In contrast, agomelatine was shown to be positively correlated with Parkinson's disease. These results should be used in research to develop drugs for the treatment of Parkinson's disease, fully considering the limitations of the spontaneous reporting system.


Subject(s)
Acetamides , Indenes , Parkinson Disease , Receptors, Melatonin , Parkinson Disease/drug therapy , Humans , Indenes/therapeutic use , Acetamides/therapeutic use , Receptors, Melatonin/agonists , Male , Female , Aged , Tetrahydronaphthalenes/therapeutic use , Middle Aged , Benzofurans , Cyclopropanes , Naphthalenes
3.
Oncol Lett ; 28(3): 430, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39049984

ABSTRACT

Chemotherapy has helped prolong survival in patients with malignant lymphoma, enhancing their quality of life (QOL). Despite the eventual decline in the QOL of patients, the impact of initial chemotherapy remains poorly understood. A prospective patient-reported QOL survey among patients with malignant lymphoma receiving initial chemotherapy was conducted, targeting those treated at Gifu Municipal Hospital (Gifu, Japan) between January 2021 and December 2022. Surveys were conducted pre- and post-chemotherapy based on the EuroQol 5 dimensions. Drug costs were calculated using official prices and analyzed from the cost payer's perspective via cost-utility analysis. Among the 60 patients included in the present study, 28 had diffuse large B-cell lymphoma. Cyclophosphamide, doxorubicin, vincristine, prednisolone ± rituximab therapy was the most common treatment (38 patients) and demonstrated superior cost-effectiveness due to its lowest cost and change in utility value. Initial chemotherapy for patients with malignant lymphoma generally improved the QOL. Clinical trial registration: UMIN000042868 (registered on December 28, 2020).

6.
J Med Case Rep ; 18(1): 220, 2024 May 04.
Article in English | MEDLINE | ID: mdl-38702820

ABSTRACT

BACKGROUND: Peripheral ossifying fibroma is a nonneoplastic inflammatory hyperplasia that originates in the periodontal ligament or periosteum in response to chronic mechanical irritation. Peripheral ossifying fibroma develops more commonly in young females as a solitary, slow-growing, exophytic nodular mass of the gingiva, no more than 2 cm in diameter. While various synonyms have been used to refer to peripheral ossifying fibroma, very similar names have also been applied to neoplastic diseases that are pathologically distinct from peripheral ossifying fibroma, causing considerable nomenclatural confusion. Herein, we report our experience with an unusual giant peripheral ossifying fibroma with a differential diagnostic challenge in distinguishing it from a malignancy. CASE PRESENTATION: A 68-year-old Japanese male was referred to our department with a suspected gingival malignancy presenting with an elastic hard, pedunculated, exophytic mass 60 mm in diameter in the right maxillary gingiva. In addition to computed tomography showing extensive bone destruction in the right maxillary alveolus, positron emission tomography with computed tomography revealed fluorodeoxyglucose hyperaccumulation in the gingival lesion. Although these clinical findings were highly suggestive of malignancy, repeated preoperative biopsies showed no evidence of malignancy. Since even intraoperative frozen histological examination revealed no malignancy, surgical resection was performed in the form of partial maxillectomy for benign disease, followed by thorough curettage of the surrounding granulation tissue and alveolar bone. Histologically, the excised mass consisted primarily of a fibrous component with sparse proliferation of atypical fibroblast-like cells, partly comprising ossification, leading to a final diagnosis of peripheral ossifying fibroma. No relapse was observed at the 10-month follow-up. CONCLUSIONS: The clinical presentation of giant peripheral ossifying fibromas can make the differential diagnosis from malignancy difficult. Proper diagnosis relies on recognition of the characteristic histopathology and identification of the underlying chronic mechanical stimuli, while successful treatment mandates complete excision of the lesion and optimization of oral hygiene. Complicated terminological issues associated with peripheral ossifying fibroma require appropriate interpretation and sufficient awareness of the disease names to avoid diagnostic confusion and provide optimal management.


Subject(s)
Fibroma, Ossifying , Gingival Neoplasms , Humans , Fibroma, Ossifying/surgery , Fibroma, Ossifying/pathology , Fibroma, Ossifying/diagnostic imaging , Male , Aged , Diagnosis, Differential , Gingival Neoplasms/pathology , Gingival Neoplasms/surgery , Gingival Neoplasms/diagnostic imaging , Gingival Neoplasms/diagnosis , Maxillary Neoplasms/pathology , Maxillary Neoplasms/surgery , Maxillary Neoplasms/diagnostic imaging , Tomography, X-Ray Computed , Maxilla/pathology , Maxilla/diagnostic imaging , Maxilla/surgery
7.
Drug Saf ; 47(6): 575-584, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38713346

ABSTRACT

BACKGROUND AND AIM: Disproportionality analyses using reports of suspected adverse drug reactions are the most commonly used quantitative methods for detecting safety signals in pharmacovigilance. However, their methods and results are generally poorly reported in published articles and existing guidelines do not capture the specific features of disproportionality analyses. We here describe the development of a guideline (REporting of A Disproportionality analysis for drUg Safety signal detection using individual case safety reports in PharmacoVigilance [READUS-PV]) for reporting the results of disproportionality analyses in articles and abstracts. METHODS: We established a group of 34 international experts from universities, the pharmaceutical industry, and regulatory agencies, with expertise in pharmacovigilance, disproportionality analyses, and assessment of safety signals. We followed a three-step process to develop the checklist: (1) an open-text survey to generate a first list of items; (2) an online Delphi method to select and rephrase the most important items; (3) a final online consensus meeting. RESULTS: Among the panel members, 33 experts responded to round 1 and 30 to round 2 of the Delphi and 25 participated to the consensus meeting. Overall, 60 recommendations for the main body of the manuscript and 13 recommendations for the abstracts were retained by participants after the Delphi method. After merging of some items together and the online consensus meeting, the READUS-PV guidelines comprise a checklist of 32 recommendations, in 14 items, for the reporting of disproportionality analyses in the main body text and four items, comprising 12 recommendations, for abstracts. CONCLUSIONS: The READUS-PV guidelines will support authors, editors, peer-reviewers, and users of disproportionality analyses using individual case safety report databases. Adopting these guidelines will lead to more transparent, comprehensive, and accurate reporting and interpretation of disproportionality analyses, facilitating the integration with other sources of evidence.


Subject(s)
Adverse Drug Reaction Reporting Systems , Drug-Related Side Effects and Adverse Reactions , Pharmacovigilance , Humans , Adverse Drug Reaction Reporting Systems/standards , Adverse Drug Reaction Reporting Systems/statistics & numerical data , Drug-Related Side Effects and Adverse Reactions/epidemiology , Delphi Technique , Checklist , Consensus , Guidelines as Topic
8.
Drug Saf ; 47(6): 585-599, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38713347

ABSTRACT

In pharmacovigilance, disproportionality analyses based on individual case safety reports are widely used to detect safety signals. Unfortunately, publishing disproportionality analyses lacks specific guidelines, often leading to incomplete and ambiguous reporting, and carries the risk of incorrect conclusions when data are not placed in the correct context. The REporting of A Disproportionality analysis for drUg Safety signal detection using individual case safety reports in PharmacoVigilance (READUS-PV) statement was developed to address this issue by promoting transparent and comprehensive reporting of disproportionality studies. While the statement paper explains in greater detail the procedure followed to develop these guidelines, with this explanation paper we present the 14 items retained for READUS-PV guidelines, together with an in-depth explanation of their rationale and bullet points to illustrate their practical implementation. Our primary objective is to foster the adoption of the READUS-PV guidelines among authors, editors, peer reviewers, and readers of disproportionality analyses. Enhancing transparency, completeness, and accuracy of reporting, as well as proper interpretation of their results, READUS-PV guidelines will ultimately facilitate evidence-based decision making in pharmacovigilance.


Subject(s)
Adverse Drug Reaction Reporting Systems , Drug-Related Side Effects and Adverse Reactions , Pharmacovigilance , Humans , Adverse Drug Reaction Reporting Systems/statistics & numerical data , Adverse Drug Reaction Reporting Systems/standards , Drug-Related Side Effects and Adverse Reactions/epidemiology , Guidelines as Topic
9.
Oncology ; : 1-8, 2024 May 20.
Article in English | MEDLINE | ID: mdl-38768582

ABSTRACT

INTRODUCTION: Anaplastic lymphoma kinase (ALK) has been to be involved in the uptake and regulation of dopamine 2 receptor (D2R), a G protein-coupled receptor expressed in various brain regions. Therefore, it is crucial to understand the relationship between ALK inhibitors and seizures is an important issue. This study investigated the relationship between ALK inhibitors and seizures. METHODS: This study investigated the relationship between ALK inhibitors and seizures through a disproportionality analysis using the US Food and Drug Administration (FDA) Adverse Event Reporting System (FAERS). The target drugs were the ALK inhibitors crizotinib, ceritinib, alectinib, brigatinib, and lorlatinib. The seizures covered were defined high-level group term (HLGT): "Seizures (incl. subtype)" including high-level term (HLT): "seizures and seizure disorders NEC." This study used the information component (IC), a signal score, as a Bayesian statistical method for disproportionality analysis. The signal detection criteria used in this study were the same as those reported previously: a lower limit of 95% credible interval (CrI) for IC >0. RESULTS: The signal scores of '"seizures and seizure disorders not elsewhere classified (NEC)" "for each ALK inhibitor were crizotinib (IC: -0.00052, 95% CrI: -0.38-0.27), ceritinib (IC: 1.18, 95% CrI: 0.68-1.54), alectinib (IC: 0.68, 95% CrI: 0.19-1.02), brigatinib (IC: 1.04, 95% CrI: 0.32-1.54), and lorlatinib (IC: 0.82, 95% CrI: 0.11-1.32). On the other hand, "generalized tonic-clonic seizures," "partial simple seizures NEC," "absence seizures," and "partial complex seizures" had no or few reported cases, and no signal was detected. CONCLUSION: To our knowledge, this is the first report to evaluate the relationship between ALK inhibitors and seizures using post-marketing surveillance data. These results suggest that ceritinib, alectinib, brigatinib, and lorlatinib, which are highly brain-migrating drugs, are associated with seizures.

10.
J Pharm Pract ; : 8971900241247653, 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38652858

ABSTRACT

Background: Appropriate adverse event (AE) management and maintenance of therapeutic intensity are necessary to achieve therapeutic benefits of CDK4/6 inhibitors (palbociclib and abemaciclib) in hormone receptor-positive, HER2-negative metastatic/recurrent breast cancer. Objective: This study was aimed at clarifying the effect of AEs associated with palbociclib and abemaciclib on treatment. Methods: A total of 62 and 49 patients were prescribed palbociclib and abemaciclib, respectively, at our hospital from January 1, 2018 to June 30, 2023. The rate and reasons for treatment discontinuation, interruption of administration, and changes in dose and dosing schedule, treatment duration, and relative dose intensity (RDI) were compared between the groups of patients prescribed the 2 treatments. Results: Treatment discontinuation due to AEs occurred more frequently with abemaciclib (12 patients) because of interstitial lung disease and hepatic and renal events than with palbociclib (5 patients; P = .008). Administration was interrupted in 57 (91.9%) and 35 (71.4%) patients treated with palbociclib and abemaciclib, respectively (P = .004). Dose reduction occurred in 37 (67.3%) and 19 (47.5%) patients treated with palbociclib and abemaciclib, respectively (P = .053). The median [range] treatment duration was 301 [21-1643] days for palbociclib and 238 [70-1526] days for abemaciclib (log-rank test, P = .581). The median RDI was 59.7% and 59.6% for palbociclib and abemaciclib, respectively (P = .539). Although the AEs of palbociclib and abemaciclib affected the treatment considerably, the treatment duration and RDI were similar. Conclusion: CDK4/6 inhibitors should be selected based on the tolerability and manageability of each AE.

12.
Biol Pharm Bull ; 47(4): 818-826, 2024.
Article in English | MEDLINE | ID: mdl-38599882

ABSTRACT

Polypharmacy exacerbates lower urinary tract symptoms (LUTS). Japan exhibits a higher prevalence of concomitant medication use in drug therapy than other countries. Previous age- and sex-specific reports exist; however, none include patients of all ages. Therefore, this retrospective study determined the impact of polypharmacy and its associated risk factors on LUTS exacerbation in outpatients with urological conditions. We included patients receiving medication who visited the Department of Urology at the Gifu Municipal Hospital (Gifu, Japan) between January, 2018 and December, 2018. The association between LUTS and polypharmacy and the risk factors for LUTS exacerbation were investigated. Patients were categorized into two groups according to their polypharmacy status. We performed propensity score matching and compared the International Prostate Symptom Score (IPSS) between the groups using the unpaired t-test. Multiple logistic regression analysis was performed to examine the risk factors, including "polypharmacy" and "taking multiple anticholinergic medications" for LUTS exacerbation. When comparing the IPSS between the groups, the polypharmacy group was found to have significantly higher scores than the non-polypharmacy group in six items, including "total score" and "storage score." Multiple logistic regression analysis results showed high significance in three items, including "polypharmacy" (odds ratio (OR) = 1.67, 95% confidence interval (CI): 1.03-2.71) and "taking multiple anticholinergic medications" (OR = 8.68, 95% CI: 1.05-71.7). In conclusion, this study revealed that "polypharmacy" and "taking multiple anticholinergic medications" were risk factors for LUTS. Particularly, "polypharmacy" is associated with storage symptom exacerbation. Therefore, eliminating "polypharmacy" and "taking multiple anticholinergic medications" is expected to improve LUTS.


Subject(s)
Lower Urinary Tract Symptoms , Polypharmacy , Male , Female , Humans , Retrospective Studies , Japan/epidemiology , Hospitals, Municipal , Risk Factors , Lower Urinary Tract Symptoms/drug therapy , Lower Urinary Tract Symptoms/epidemiology , Lower Urinary Tract Symptoms/diagnosis , Cholinergic Antagonists/adverse effects
13.
Biol Pharm Bull ; 47(4): 771-784, 2024.
Article in English | MEDLINE | ID: mdl-38583948

ABSTRACT

No progress has been made in using remote communication tools for less urgent but equally important health support services, such as preventive medicine and health education. In this study, we developed a remote health support program by pharmacists for community residents and conducted a randomized controlled study on its effectiveness in proper self-medication through pharmacists. People over the age of 20 years who lived in the vicinity of Gifu City, Japan were eligible to participate in this study. Participants were recruited using posters and brochures. This program comprised a lecture, based on the health belief model and behavioral economics, and access to remote health support. The participants were randomly assigned to two groups: the medicine/health class only (control) and the medicine/health class along with the program (intervention) groups. The participants were administered questionnaire surveys immediately before (the first survey) and 2 months after (the second survey) the medicine/health class, which allowed us to compare the changes in the two groups' behavior regarding performing proper self-medication through pharmacists. The percentage of individuals who started consulting pharmacists about self-medication in the intervention group (63.9%, 23/36) was significantly higher than that in the control group (15.2%, 5/33; p < 0.001). The percentage of individuals who started recording information about their self-medication in their medication notebooks in the intervention group (16.7%, 6/36) was significantly higher than that in the control group (0%, 0/33; p = 0.026). We clarified the effectiveness of this program for behavioral changes toward proper self-medication using support from pharmacists.


Subject(s)
Pharmacists , Self Medication , Humans , Young Adult , Adult , Surveys and Questionnaires , Japan
14.
Int J Cancer ; 155(5): 849-853, 2024 Sep 01.
Article in English | MEDLINE | ID: mdl-38619193

ABSTRACT

The most common toxicities associated with cyclin-dependent kinase (CDK) 4/6 inhibitor therapy include decreased leukopenia and neutropenia due to the inhibition of CDK6 of leukocyte and neutrophil precursors in bone marrow. These hematological toxicities are more commonly observed with palbociclib administration than with abemaciclib administration, which is approximately 13 times more selective against CDK4 than CDK6. Thus, even though both successfully inhibit CDK4/6, the side effects of palbociclib and abemaciclib differ due to differences in selectivity. Recent reports have suggested an association between palbociclib and medication-related osteonecrosis of the jaw; however, reports on this association are inconsistent. This study investigated the potential association of palbociclib and abemaciclib with MRONJ using the FAERS. Signals of "Osteonecrosis of jaw" were detected only in females using palbociclib (cROR025: 2.08). Other signals detected included stomatitis-related adverse events with abemaciclib and intraoral soft tissue damage and infection with palbociclib. As previous exploratory studies have reported MRONJ signals for bisphosphonates and denosumab, we calculated the aROR for palbociclib-induced osteonecrosis of the jaw using concomitant bisphosphonates and denosumab as covariates. A signal was detected even after adjusting for sex, age, and concomitant medications as covariates (aROR0025: 5.74). A proper understanding of the differences in CDK selectivity is necessary for the appropriate use of CDK4/6 inhibitors. To the best of our knowledge, this is the first report on CDK4/6 inhibitors and drug-related osteonecrosis of the jaw. We believe that these results will offer new insights into adverse events related to the use of CDK4/6 inhibitors, and may aid in the proper use of CDK4/6 inhibitors.


Subject(s)
Aminopyridines , Benzimidazoles , Cyclin-Dependent Kinase 4 , Cyclin-Dependent Kinase 6 , Piperazines , Protein Kinase Inhibitors , Pyridines , Humans , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Female , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Pyridines/adverse effects , Male , Piperazines/adverse effects , United States/epidemiology , Aged , Protein Kinase Inhibitors/adverse effects , Aminopyridines/adverse effects , Middle Aged , Benzimidazoles/adverse effects , Osteonecrosis/chemically induced , Osteonecrosis/epidemiology , United States Food and Drug Administration , Adverse Drug Reaction Reporting Systems/statistics & numerical data , Adult , Aged, 80 and over , Jaw Diseases/chemically induced , Jaw Diseases/epidemiology
15.
Acta Otolaryngol ; 144(2): 118-122, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38546378

ABSTRACT

BACKGROUND: Laser fenestration in stapedotomy has thermal effect to the vestibule. AIMS/OBJECTIVES: To evaluate the role of energy density (fluence) in the severity of postoperative vestibular symptoms. MATERIALS AND METHODS: The retrospective chart-review study included 84 patients with otosclerosis that underwent primary laser stapedotomy. Surgical outcomes, including nystagmus, and subjective vestibular symptoms during one-month follow-up, were compared between potassium titanyl phosphate (KTP) and CO2 laser. According to this study and literature, we assessed the relationship between laser parameters and the incidence of persistent vestibular symptoms lasting more than one week after surgery. RESULTS: The KTP and CO2 laser group included 48 and 36 patients, respectively. Fluence was different between the KTP (637 J/cm2) and CO2 (141 J/cm2) laser (p < .001). The KTP group showed gradual decrease in dizziness during one-month observation period, while the CO2 group exhibited a steep recovery curve in the first postoperative week (9 and 4 d of duration, respectively). The incidence of persistent vestibular symptoms was correlated with both fluence (r = 0.80, p = .01) and spot size (r = -0.74, p = .01). CONCLUSIONS AND SIGNIFICANCE: Appropriate setting of parameters with lower fluence is desirable for the efficiency and safety of laser stapedotomy.Abbreviations: ABG: air-bone gap; SD: standard deviation.


Subject(s)
Dizziness , Lasers, Gas , Otosclerosis , Stapes Surgery , Humans , Stapes Surgery/methods , Stapes Surgery/adverse effects , Male , Female , Retrospective Studies , Middle Aged , Otosclerosis/surgery , Adult , Dizziness/etiology , Lasers, Gas/therapeutic use , Lasers, Solid-State/therapeutic use , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Laser Therapy/adverse effects , Laser Therapy/methods , Aged
16.
Front Pharmacol ; 15: 1275814, 2024.
Article in English | MEDLINE | ID: mdl-38333008

ABSTRACT

Objective: This study aimed to investigate the potential association between biological disease-modifying antirheumatic drugs (bDMARDs) and pericarditis and uncover relevant clinical characteristics in ankylosing spondylitis (AS). Methods: Reports of pericarditis recorded in the FDA Adverse Event Reporting System (FAERS) (January 2004-December 2022) were identified through the preferred term "pericarditis." Demographic and clinical characteristics were described, and disproportionality signals were assessed through the reporting odds ratio (ROR) and information component (IC). A significant signal was detected if the lower bound of IC (IC025) was more than zero. Results: We found 1,874 reports of pericarditis with bDMARDs (11.3% of cases with fatal outcomes). Adalimumab (IC025 3.24), infliximab (IC025 4.90), golimumab (IC025 5.40), certolizumab (IC025 5.43), etanercept (IC025 3.24), secukinumab (IC025 3.97), and ustekinumab (IC025 7.61) exhibit significant disproportionality signals compared to other medications in the FAERS database. After excluding pre-existing diseases and co-treated drugs that may increase the susceptibility of pericarditis, the disproportionality signal associated with infliximab, certolizumab, etanercept, secukinumab, and ustekinumab remained strong. Pericarditis cases associated with all bDMARDs were predominantly recorded in women aged 25-65 years. Conclusion: More reports of pericarditis were detected with AS patients on bDMARDs than with other drugs in the overall database. Further studies are warranted to investigate the underlying mechanisms and identify patient-related susceptibility factors, thus supporting timely diagnosis and safe(r) prescribing of bDMARDs.

17.
Drug Saf ; 47(6): 535-543, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38388828

ABSTRACT

Medical science has often used adult males as the standard to establish pathological conditions, their transitions, diagnostic methods, and treatment methods. However, it has recently become clear that sex differences exist in how risk factors contribute to the same disease, and these differences also exist in the efficacy of the same drug. Furthermore, the elderly and children have lower metabolic functions than adult males, and the results of clinical trials on adult males cannot be directly applied to these patients. Spontaneous reporting systems have become an important source of information for safety assessment, thereby reflecting drugs' actual use in specific populations and clinical settings. However, spontaneous reporting systems only register drug-related adverse events (AEs); thus, they cannot accurately capture the total number of patients using these drugs. Therefore, although various algorithms have been developed to exploit disproportionality and search for AE signals, there is no systematic literature on how to detect AE signals specific to the elderly and children or sex-specific signals. This review describes signal detection using data mining, considering traditional methods and the latest knowledge, and their limitations.


Subject(s)
Adverse Drug Reaction Reporting Systems , Algorithms , Drug-Related Side Effects and Adverse Reactions , Child , Female , Humans , Male , Age Factors , Data Mining/methods , Sex Factors , Adult
18.
Hum Psychopharmacol ; 39(3): e2890, 2024 May.
Article in English | MEDLINE | ID: mdl-38180732

ABSTRACT

OBJECTIVE: In psychiatry, polypharmacy or high psychotropic drug doses increase adverse drug event (ADE) prevalence. However, the full relationship between polypharmacy and ADEs is unclear, and few studies have evaluated dose equivalents for psychotropic drugs for ADEs. Thus, we conducted a retrospective analysis to clarify the effects of polypharmacy and chlorpromazine (CP)-, diazepam (DAP)-, and imipramine- equivalent doses on all ADEs in inpatients. METHODS: Psychiatric inpatients in a Japanese hospital from April 1, 2016 to March 31, 2018, were enrolled. ADE severity and causality were assessed. Multiple logistic regression analyses were performed to evaluate ADE risk factors. RESULTS: Among 462 patients analyzed, out of 471 patients enrolled, 145 (31.4%) experienced ADEs. The causality assessment determined that "possible" was 96.5%. The most common ADEs were nervous system disorders (35%). Multiple logistic regression analyses indicated an increase in ADE prevalence with the number of drugs used (≥5; p = 0.026); CP-equivalent dose (p = 0.048); and endocrine, nutritional, and metabolic disorders (p = 0.045). DAP-equivalent dose; infectious and parasitic diseases; and injury, poisoning, and consequences of other external causes decreased ADE prevalence (p = 0.047, 0.022, and 0.021, respectively). CONCLUSIONS: Avoiding polypharmacy in psychiatric inpatients and adjusting drug regimens to safe equivalent doses could reduce ADEs during hospitalization.


Subject(s)
Drug-Related Side Effects and Adverse Reactions , Hospitals, General , Inpatients , Mental Disorders , Polypharmacy , Psychotropic Drugs , Humans , Male , Female , Japan/epidemiology , Middle Aged , Psychotropic Drugs/adverse effects , Psychotropic Drugs/administration & dosage , Retrospective Studies , Mental Disorders/drug therapy , Mental Disorders/epidemiology , Aged , Adult , Prevalence , Drug-Related Side Effects and Adverse Reactions/epidemiology , Risk Factors , Dose-Response Relationship, Drug
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