Department of Physical Medicine and Rehabilitation and Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor.
Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor.
J Manag Care Spec Pharm. 2021 Jan;27(1):51-63. doi: 10.18553/jmcp.2021.27.1.051.
Adults with cerebral palsy (CP) have an increased risk for polypharmacy, premature mortality, and early development of several morbidities, including conditions associated with excess medication exposure, such as chronic kidney disease (CKD) and liver disease. To date, very little is known about the consequence of polypharmacy for adults with CP. To determine if polypharmacy is associated with an increased risk for mortality, severe CKD, and liver disease among adults with CP, before and after adjusting for comorbid neurodevelopmental disabilities (NDDs) and multimorbidity. This is an exploratory treatment effectiveness study. Data from the Optum Clinformatics Data Mart were used for this retrospective cohort study. Adults aged 18 years or older with a diagnosis of CP and without severe CKD (stages IV+) and liver disease were identified from the calendar year 2013 and were subsequently followed from January 1, 2014, to death, severe CKD, liver disease, loss to follow-up, or end of study period (December 31, 2017). Diagnosis codes were used to identify NDDs (intellectual disabilities, epilepsy, autism spectrum disorders, spina bifida) and 24 relevant morbidities at baseline (i.e., calendar year 2013). Polypharmacy was defined as ≥ 5 medications and hyperpolypharmacy was defined as ≥ 10 medications at baseline. Cox regression models were developed to examine the association (as HR and 95% CI) between polypharmacy and hyperpolypharmacy with mortality, severe CKD, and liver disease separately, before and after adjusting for covariates (demographics, NDDs, multimorbidity). Exploratory analyses examined the mediating effect of incident severe CKD or liver disease on the association between the exposure (polypharmacy or hyperpolypharmacy) on outcomes. Of the 9,238 adults with CP, 58.5% had polypharmacy and 29.5% had hyperpolypharmacy. The fully adjusted HR for mortality was 2.14 (95% CI = 1.59-2.89) for polypharmacy and 1.65 (95% CI = 1.31-2.09) for hyperpolypharmacy. The fully adjusted HR for severe CKD was 1.66 (95% CI = 1.17-2.36) for polypharmacy and 1.67 (95% CI = 1.27-2.19) for hyperpolypharmacy. The fully adjusted HR for liver disease was 1.57 (95% CI = 1.27-1.94) for polypharmacy and 1.72 (95% CI = 1.42-2.08) for hyperpolypharmacy. Incident liver disease mediated 5.37% (polypharmacy) and 7.54% (hyperpolypharmacy) of the association between the exposure with incident severe CKD for nonelderly (aged < 65 years), while incident severe CKD mediated 7.05% (polypharmacy) and 6.64% (hyperpolypharmacy) of the association between the exposure with incident liver disease for elderly (aged ≥ 65 years). Polypharmacy and hyperpolypharmacy are robust risk factors for risk of mortality, severe CKD, and liver disease among privately insured adults with CP. While incidence of severe CKD and liver disease had negligible effects on the association between polypharmacy with mortality, there is evidence that they mediate a considerable portion of one another and require further examination. During the work for this study, Whitney was supported by the University of Michigan Office of Health Equity and Inclusion Diversity Fund and American Academy for Cerebral Palsy and Developmental Medicine. The funding sources had no role in the design or conduct of the study; collection, management, analysis, or interpretation of the data; preparation, review, or approval of the manuscript; or the decision to submit the manuscript for publication. The authors have no conflicts of interest to report.
成年人脑瘫(CP)患者有增加的多药治疗风险、过早死亡和多种疾病的早期发展,包括与药物暴露过度相关的疾病,如慢性肾脏病(CKD)和肝病。迄今为止,我们对 CP 成人多药治疗的后果知之甚少。为了确定多药治疗是否与 CP 成人的死亡率、严重 CKD 和肝病风险增加相关,在调整了共病神经发育障碍(NDDs)和多种疾病后进行了分析。这是一项探索性治疗效果研究。本回顾性队列研究使用了 Optum Clinformatics Data Mart 的数据。从日历年度 2013 年确定了无严重 CKD(第四期+)和肝病的 18 岁或以上成年人,并从 2014 年 1 月 1 日开始随访,直至死亡、严重 CKD、肝病、失访或研究结束日期(2017 年 12 月 31 日)。诊断代码用于识别 NDDs(智力残疾、癫痫、自闭症谱系障碍、脊柱裂)和基线时的 24 种相关疾病(即日历年度 2013 年)。多药治疗定义为≥5 种药物,超量多药治疗定义为≥10 种药物。采用 Cox 回归模型分别分析多药治疗和超量多药治疗与死亡率、严重 CKD 和肝病之间的关联(作为 HR 和 95%CI),并在调整了协变量(人口统计学、NDDs、多种疾病)后进行分析。探索性分析检查了严重 CKD 或肝病的发病对暴露(多药治疗或超量多药治疗)与结局之间关联的中介作用。在 9238 名 CP 成年人中,58.5%的人有多药治疗,29.5%的人有超量多药治疗。多药治疗的死亡率完全调整后的 HR 为 2.14(95%CI=1.59-2.89),超量多药治疗的死亡率完全调整后的 HR 为 1.65(95%CI=1.31-2.09)。多药治疗的严重 CKD 完全调整后的 HR 为 1.66(95%CI=1.17-2.36),超量多药治疗的严重 CKD 完全调整后的 HR 为 1.67(95%CI=1.27-2.19)。多药治疗的肝病完全调整后的 HR 为 1.57(95%CI=1.27-1.94),超量多药治疗的肝病完全调整后的 HR 为 1.72(95%CI=1.42-2.08)。对于非老年(年龄<65 岁)人群,发病的肝病部分解释了暴露与发病的严重 CKD 之间关联的 5.37%(多药治疗)和 7.54%(超量多药治疗),而对于老年(年龄≥65 岁)人群,发病的严重 CKD 部分解释了暴露与发病的肝病之间关联的 7.05%(多药治疗)和 6.64%(超量多药治疗)。多药治疗和超量多药治疗是私人保险 CP 成人死亡、严重 CKD 和肝病风险增加的强有力风险因素。虽然严重 CKD 和肝病的发病率对多药治疗与死亡率之间的关联影响可以忽略不计,但有证据表明它们相互之间有很大一部分需要进一步研究。在这项研究的工作期间,惠特尼得到了密歇根大学卫生公平和包容多样性基金和美国脑瘫和发育医学学会的支持。资金来源对研究的设计或实施、数据的收集、管理、分析或解释、手稿的准备、审查或批准、或提交手稿发表的决定没有任何影响。作者没有利益冲突需要报告。