Pharmacoeconomics and Outcomes Research Unit, School of Pharmacy, University of Eastern Finland, Kuopio, Finland.
Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.
PLoS One. 2019 Jul 19;14(7):e0219902. doi: 10.1371/journal.pone.0219902. eCollection 2019.
Knee osteoarthritis (OA) worsens health-related quality of life (HRQoL) but the symptom pathway varies from person to person. We aimed to identify groups of people with knee OA or at its increased risk whose HRQoL changed similarly. Our secondary aim was to evaluate if patient-related characteristics, incidence of knee replacement (KR) and prevalence of pain medication use differed between the identified HRQoL trajectory groups.
Eight-year follow-up data of 3053 persons with mild knee OA or at increased risk were obtained from the public Osteoarthritis Initiative (OAI) database. Group-based trajectory modeling was used to identify patterns of experiencing a decrease of ≥10 points (Minimal Important Change, MIC) in the Quality of Life subscale of the Knee injury and Osteoarthritis Outcome Score compared to baseline. Multinomial logistic regression, Cox regression and generalized estimating equation models were used to study secondary aims.
Four HRQoL trajectory groups were identified. Persons in the 'no change' group (62.9%) experienced no worsening in HRQoL. 'Rapidly' (9.5%) and 'slowly' worsening (17.1%) groups displayed an increasing probability of experiencing the MIC in HRQoL. The fourth group (10.4%) had 'improving' HRQoL. Female gender, higher body mass index, smoking, knee pain, and lower income at baseline were associated with belonging to the 'rapidly worsening' group. People in 'rapidly' (hazard ratio (HR) 6.2, 95% confidence interval (CI) 3.6-10.7) and 'slowly' worsening (HR 3.4, 95% CI 2.0-5.9) groups had an increased risk of requiring knee replacement. Pain medication was more rarely used in the 'no change' than in the other groups.
HRQoL worsening was associated with several risk factors; surgical and pharmacological interventions were more common in the poorer HRQoL trajectory groups indicating that HRQoL does reflect the need for OA treatment. These findings may have implications for targeting interventions to specific knee OA patient groups.
膝骨关节炎(OA)会降低与健康相关的生活质量(HRQoL),但症状的发展路径因人而异。我们的目的是确定一组患有膝骨关节炎或处于患病风险增加的人群,他们的 HRQoL 变化相似。我们的次要目的是评估在确定的 HRQoL 轨迹组中,患者相关特征、膝关节置换(KR)的发生率和疼痛药物使用的流行率是否存在差异。
从公共 Osteoarthritis Initiative(OAI)数据库中获取了 3053 名轻度膝骨关节炎或患病风险增加的患者 8 年的随访数据。使用基于群组的轨迹建模来识别与基线相比,在 Knee injury and Osteoarthritis Outcome Score 生活质量子量表中体验 ≥10 分(最小重要变化,MIC)下降的模式。使用多项逻辑回归、Cox 回归和广义估计方程模型来研究次要目标。
确定了四个 HRQoL 轨迹组。“无变化”组(62.9%)的患者 HRQoL 没有恶化。“快速”(9.5%)和“缓慢”(17.1%)恶化组出现 MIC 恶化的可能性增加。第四组(10.4%) HRQoL 改善。基线时女性、较高的体重指数、吸烟、膝关节疼痛和较低的收入与属于“快速恶化”组有关。属于“快速”(危险比(HR)6.2,95%置信区间(CI)3.6-10.7)和“缓慢”恶化(HR 3.4,95% CI 2.0-5.9)组的患者需要进行膝关节置换的风险增加。“无变化”组比其他组较少使用疼痛药物。
HRQoL 恶化与多个危险因素相关;较差 HRQoL 轨迹组的手术和药物干预更为常见,表明 HRQoL 确实反映了 OA 治疗的需求。这些发现可能对针对特定膝骨关节炎患者群体的干预措施具有影响。