Sittiphan Sopit, Lim Apiradee, Khurram Haris, Dureh Nurin, Dittakan Kwankamon
Department of Mathematics and Computer Science, Faculty of Science and Technology, Prince of Songkla University, Pattani Campus, Pattani, Thailand.
Department of Health Consumer Protection and Public Health Pharmacy, Narathiwat Provincial Public Health Office, Narathiwat, Thailand.
PLoS One. 2025 Feb 25;20(2):e0318597. doi: 10.1371/journal.pone.0318597. eCollection 2025.
Serious Adverse Drug Reactions (ADRs) can cause a longer stay, which can result in fatal outcomes. Understanding the prognostic factors for the serious ADRs play a vital role in developing appropriate serious ADR prevention strategies. This study aimed to analyze nationwide database in Thailand to identify predisposing factors associated with the serious ADRs, explore drug exposure, distribution of serious ADRs, types of ADRs, and classify the determinants of serious ADR due to anti-infective in Thailand. The national database of anti-infective-induced ADRs from January 2012 to December 2021 in Thailand's 77 provinces, Thai Vigibase at the Health Product Vigilance Center (HPVC), was considered. After pre-processing, frequencies and percentages were used to investigate the distribution of ADR seriousness. To determine the significance of the independent variables on the seriousness of anti-infective-induced ADRs, logistic regression and the Classification and Regression Tree (CART) model were performed. A p-value < 0.05 was considered statistically significant. A total of 82,333 ADR cases, of which 20,692 were serious ADRs (25.13%). Serious ADRs is statistically associated with region, gender, ethnicity, age, type of patient, history of drug allergy, chronic disease and dose frequency (p-value < 0.001). The most commonly reported serious ADRs were in the South region of Thailand (OR = 1.92, 95% CI = 1.88-1.97), followed by the North region (OR = 1.68, 95% CI = 1.64-1.71) of Thailand. Gender and history of drug allergy were also statistically associated with the seriousness of ADRs (p-value = 0.001). Reported ADRs revealed that patients were males (OR = 1.11, 95% CI = 1.11-1.13) and those with a prior history of drug allergy (OR = 1.22, 95% CI = 1.20-1.24) were more likely to experience serious ADRs. The risk of having an ADR reported as serious was significantly higher in patients aged 60 and over (OR = 1.42, 95% CI = 1.39-1.46) and patients aged 40-59 years (OR = 1.34, 95% CI = 1.31-1.37) compared to patients aged 0-19 years. IPD patients most commonly associated with serious ADRs. The results of this study will enable healthcare professionals to use caution when prescribing to those groups. Furthermore, developing a reporting system to reduce serious ADR evidence, such as software with electronic prescribing databases or applications that enable efficient detection of ADRs in high-risk groups, was critical in order to closely monitor and improve patient safety.
严重药物不良反应(ADR)会导致住院时间延长,进而可能引发致命后果。了解严重ADR的预后因素对于制定适当的严重ADR预防策略至关重要。本研究旨在分析泰国的全国性数据库,以确定与严重ADR相关的易感因素,探讨药物暴露情况、严重ADR的分布、ADR类型,并对泰国抗感染药物所致严重ADR的决定因素进行分类。研究考虑了泰国77个省份2012年1月至2021年12月期间来自健康产品监测中心(HPVC)的泰国药物警戒数据库中抗感染药物所致ADR的数据。经过预处理后,使用频率和百分比来研究ADR严重程度的分布。为了确定自变量对抗感染药物所致ADR严重程度的显著性,进行了逻辑回归和分类与回归树(CART)模型分析。p值<0.05被认为具有统计学显著性。共有82333例ADR病例,其中20692例为严重ADR(25.13%)。严重ADR在统计学上与地区、性别、种族、年龄、患者类型、药物过敏史、慢性病和给药频率相关(p值<0.001)。报告最多的严重ADR发生在泰国南部地区(OR = 1.92,95%CI = 1.88 - 1.97),其次是泰国北部地区(OR = 1.68,95%CI = 1.64 - 1.71)。性别和药物过敏史在统计学上也与ADR的严重程度相关(p值 = 0.001)。报告的ADR显示,男性患者(OR = 1.11,95%CI = 1.11 - 1.13)和有药物过敏史的患者(OR = 1.22,95%CI = 1.20 - 1.24)更有可能发生严重ADR。与0 - 19岁的患者相比,60岁及以上的患者(OR = 1.42,95%CI = 1.39 - 1.46)和40 - 59岁的患者(OR = 1.34,95%CI = 1.31 - 1.37)发生严重ADR报告的风险显著更高。住院患者(IPD)最常与严重ADR相关。本研究结果将使医疗保健专业人员在为这些群体开处方时更加谨慎。此外,开发一个报告系统以减少严重ADR证据,例如具有电子处方数据库的软件或能够有效检测高危群体中ADR的应用程序,对于密切监测和提高患者安全性至关重要。