Research and Evaluation Department, Newfoundland and Labrador Centre for Health Information, Canada.
Ann Pharmacother. 2012 Jul-Aug;46(7-8):960-71. doi: 10.1345/aph.1Q529. Epub 2012 Jun 26.
Although research has identified some risk factors for first-time adverse drug reactions (ADRs), little is known about the risks associated with the number of ADRs. Modeling ADR counts is relatively complex because of the rarity of the events, requiring careful consideration of appropriate models that best present the observed data.
To determine the incidence of ADRs among elderly hospitalized patients, assess patient-related risk factors for the number of ADRs, and review drug classes commonly responsible for ADRs.
This retrospective cohort study used a population-based large administrative database on hospital separations from all acute care hospitals in the Canadian province of Newfoundland and Labrador. Patients aged 65 years or older with at least 1 hospital admission from April 1, 1995, to March 31, 2007, were included. Comorbidities, Charlson Comorbidity Index (CCI), and sociodemographic factors were assessed as predictors of ADR counts. A zero-inflated negative binomial regression model was used for analysis.
The study cohort contained 64,446 patients. The incidence of ADRs was 15.2 per 1000 person-years (95% CI 14.8 to 15.7). Of those having an ADR, 15.4% had recurrent ADRs. The most common drug category implicated in ADRs was cardiovascular agents (17.7%). A dose-response relationship was found between CCI and ADR counts (rate ratio [RR] 1.67, 95% CI 1.41 to 1.98 for CCI 2-3; RR 2.38, 95% CI 1.98 to 2.87 for CCI 4-5; and RR 3.83, 95% CI 3.21-4.57 for CCI ≥6). Comorbid conditions including congestive heart failure (RR 1.58, 95% CI 1.33 to 1.89), diabetes (RR 2.42, 95% CI 1.64 to 3.56), and cancer (RR 3.12, 95% CI 2.58 to 3.76) were strong predictors. Rural areas (RR 1.22, 95% CI 1.01 to 1.46) were associated with increased risk for ADRs, whereas age and sex had no effect.
Comorbidity from chronic diseases and severity of illness, rather than individual characteristics (advancing age and sex), increased the likelihood of ADRs. Changes in the delivery of care focusing on the monitoring of prescribed drugs in elderly patients with comorbidities could mitigate ADRs.
尽管研究已经确定了一些导致首次药物不良反应(ADR)的风险因素,但对于与 ADR 数量相关的风险知之甚少。由于事件的罕见性,ADR 计数的建模相对复杂,需要仔细考虑最能呈现观察数据的适当模型。
确定住院老年患者的 ADR 发生率,评估与 ADR 数量相关的患者相关风险因素,并回顾常见的导致 ADR 的药物类别。
本回顾性队列研究使用了一个基于人群的大型行政数据库,该数据库包含来自加拿大纽芬兰和拉布拉多省所有急性护理医院的住院分离数据。纳入年龄在 65 岁及以上、至少有 1 次住院记录的患者,时间范围为 1995 年 4 月 1 日至 2007 年 3 月 31 日。评估合并症、Charlson 合并症指数(CCI)和社会人口统计学因素作为 ADR 计数的预测因素。使用零膨胀负二项回归模型进行分析。
研究队列包含 64446 名患者。ADR 的发生率为每 1000 人年 15.2 例(95%置信区间 14.8 至 15.7)。在发生 ADR 的患者中,有 15.4%的患者出现了复发性 ADR。最常见的药物类别是心血管药物(17.7%)。CCI 与 ADR 计数之间存在剂量反应关系(CCI 2-3 的比值比 [RR] 为 1.67,95%置信区间 1.41 至 1.98;CCI 4-5 的 RR 为 2.38,95%置信区间 1.98 至 2.87;CCI ≥6 的 RR 为 3.83,95%置信区间 3.21 至 4.57)。合并症,包括充血性心力衰竭(RR 1.58,95%置信区间 1.33 至 1.89)、糖尿病(RR 2.42,95%置信区间 1.64 至 3.56)和癌症(RR 3.12,95%置信区间 2.58 至 3.76)是强有力的预测因素。农村地区(RR 1.22,95%置信区间 1.01 至 1.46)与 ADR 风险增加相关,而年龄和性别则没有影响。
慢性病合并症和疾病严重程度而非个体特征(年龄增长和性别)增加了 ADR 的可能性。改变护理方式,关注监测有合并症的老年患者的处方药物,可以减轻 ADR 的发生。