Division of Psychiatry, UCL, London, United Kingdom.
Camden and Islington NHS Foundation Trust, London, United Kingdom.
PLoS Med. 2022 Apr 20;19(4):e1003976. doi: 10.1371/journal.pmed.1003976. eCollection 2022 Apr.
People with severe mental illness (SMI) have higher rates of a range of physical health conditions, yet little is known regarding the clustering of physical health conditions in this population. We aimed to investigate the prevalence and clustering of chronic physical health conditions in people with SMI, compared to people without SMI.
We performed a cohort-nested accumulated prevalence study, using primary care data from the Clinical Practice Research Datalink (CPRD), which holds details of 39 million patients in the United Kingdom. We identified 68,783 adults with a primary care diagnosis of SMI (schizophrenia, bipolar disorder, or other psychoses) from 2000 to 2018, matched up to 1:4 to 274,684 patients without an SMI diagnosis, on age, sex, primary care practice, and year of registration at the practice. Patients had a median of 28.85 (IQR: 19.10 to 41.37) years of primary care observations. Patients with SMI had higher prevalence of smoking (27.65% versus 46.08%), obesity (24.91% versus 38.09%), alcohol misuse (3.66% versus 13.47%), and drug misuse (2.08% versus 12.84%) than comparators. We defined 24 physical health conditions derived from the Elixhauser and Charlson comorbidity indices and used logistic regression to investigate individual conditions and multimorbidity. We controlled for age, sex, region, and ethnicity and then additionally for health risk factors: smoking status, alcohol misuse, drug misuse, and body mass index (BMI). We defined multimorbidity clusters using multiple correspondence analysis (MCA) and K-means cluster analysis and described them based on the observed/expected ratio. Patients with SMI had higher odds of 19 of 24 conditions and a higher prevalence of multimorbidity (odds ratio (OR): 1.84; 95% confidence interval [CI]: 1.80 to 1.88, p < 0.001) compared to those without SMI, particularly in younger age groups (males aged 30 to 39: OR: 2.49; 95% CI: 2.27 to 2.73; p < 0.001; females aged 18 to 30: OR: 2.69; 95% CI: 2.36 to 3.07; p < 0.001). Adjusting for health risk factors reduced the OR of all conditions. We identified 7 multimorbidity clusters in those with SMI and 7 in those without SMI. A total of 4 clusters were common to those with and without SMI; while 1, heart disease, appeared as one cluster in those with SMI and 3 distinct clusters in comparators; and 2 small clusters were unique to the SMI cohort. Limitations to this study include missing data, which may have led to residual confounding, and an inability to investigate the temporal associations between SMI and physical health conditions.
In this study, we observed that physical health conditions cluster similarly in people with and without SMI, although patients with SMI had higher burden of multimorbidity, particularly in younger age groups. While interventions aimed at the general population may also be appropriate for those with SMI, there is a need for interventions aimed at better management of younger-age multimorbidity, and preventative measures focusing on diseases of younger age, and reduction of health risk factors.
患有严重精神疾病(SMI)的人群患有多种身体健康状况的比率较高,但对于该人群中身体健康状况的聚类情况知之甚少。我们旨在调查与无 SMI 人群相比,SMI 患者慢性身体健康状况的流行率和聚类情况。
我们使用来自临床实践研究数据链(CPRD)的初级保健数据进行了队列嵌套累计患病率研究,该数据库包含了英国 3900 万患者的详细信息。我们从 2000 年至 2018 年确定了 68783 名患有 SMI(精神分裂症、双相情感障碍或其他精神病)的成年患者,按照年龄、性别、初级保健实践和实践注册年份与 1:4 至 274684 名无 SMI 诊断的患者相匹配。患者的初级保健观察中位数为 28.85(IQR:19.10 至 41.37)年。与对照组相比,SMI 患者的吸烟率(27.65%对 46.08%)、肥胖率(24.91%对 38.09%)、酒精滥用率(3.66%对 13.47%)和药物滥用率(2.08%对 12.84%)更高。我们从 Elixhauser 和 Charlson 合并症指数中定义了 24 种身体健康状况,并使用逻辑回归调查了个体状况和多种合并症。我们控制了年龄、性别、地区和种族,然后进一步控制了健康风险因素:吸烟状况、酒精滥用、药物滥用和体重指数(BMI)。我们使用多元对应分析(MCA)和 K-均值聚类分析定义了多种合并症聚类,并根据观察到的/预期的比率对其进行了描述。与无 SMI 患者相比,SMI 患者患有 24 种疾病中的 19 种疾病的可能性更高,且患有多种合并症的患病率更高(比值比(OR):1.84;95%置信区间(CI):1.80 至 1.88,p<0.001),特别是在年龄较小的人群中(男性 30 至 39 岁:OR:2.49;95%CI:2.27 至 2.73;p<0.001;女性 18 至 30 岁:OR:2.69;95%CI:2.36 至 3.07;p<0.001)。调整健康风险因素后,所有疾病的 OR 均降低。我们在有 SMI 的患者中发现了 7 种多种合并症聚类,在无 SMI 的患者中发现了 7 种多种合并症聚类。有 4 个聚类在有 SMI 和无 SMI 的患者中都存在;而一个,心脏病,在有 SMI 的患者中表现为一个聚类,在对照组中表现为 3 个不同的聚类;2 个小聚类仅存在于 SMI 队列中。本研究的局限性包括可能导致残留混杂的缺失数据,以及无法调查 SMI 和身体健康状况之间的时间关联。
在这项研究中,我们观察到身体健康状况在有和无 SMI 的患者中相似聚类,尽管 SMI 患者的多种合并症负担更高,尤其是在年龄较小的人群中。虽然针对一般人群的干预措施也可能适用于 SMI 患者,但需要针对年轻人群的多种合并症进行更好的管理,以及针对年轻人群的疾病和减少健康风险因素的预防措施。