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一项对电子健康记录的真实世界数据分析,以调查精神分裂症患者中主要阴性症状与医疗资源利用、成本和治疗模式之间的关联。

A real-world data analysis of electronic health records to investigate the associations of predominant negative symptoms with healthcare resource utilisation, costs and treatment patterns among patients with schizophrenia.

作者信息

Patel Rashmi, Dembek Carole, Won Yida, Kadakia Aditi, Huang Xueyan, Zeni Courtney, Pikalov Andrei

机构信息

Department of Psychiatry, University of Cambridge, Cambridge, UK

Sunovion Pharmaceuticals Inc, Marlborough, Massachusetts, USA.

出版信息

BMJ Open. 2024 Jul 31;14(7):e084613. doi: 10.1136/bmjopen-2024-084613.

Abstract

OBJECTIVES

Negative symptoms in schizophrenia are associated with significant illness burden. We sought to investigate clinical outcomes for patients with schizophrenia who present with predominant negative symptoms (PNS) vs without PNS.

DESIGN

Retrospective analysis of electronic health record (EHR) data.

SETTING

25 US providers of mental healthcare.

PARTICIPANTS

4444 adults with schizophrenia receiving care between 1999 and 2020.

EXPOSURE

PNS defined as ≥3 negative symptoms and ≤3 positive symptoms recorded in EHR data at the time of the first recorded schizophrenia diagnosis (index date). Symptom data were ascertained using natural language processing applied to semistructured free text records documenting the mental state examination. A matched sample (1:1) of patients without PNS was used to compare outcomes. Follow-up data were obtained up to 12 months following the index date.

PRIMARY OUTCOME MEASURE

Mean number of psychiatric hospital admissions.

SECONDARY OUTCOME MEASURES

Mean number of outpatient visits, estimated treatment costs, Clinical Global Impression - Severity score and antipsychotic treatments (12 months before and after index date).

RESULTS

360 (8%) patients had PNS and 4084 (92%) did not have PNS. Patients with PNS were younger (36.4 vs 39.7 years, p<0.001) with a greater prevalence of psychiatric comorbidities (schizoaffective disorders: 25.0 vs 18.4%, p=0.003; major depressive disorder: 17.8 vs 9.8%, p<0.001). During follow-up, patients with PNS had fewer days with an antipsychotic prescription (mean=111.8 vs 140.9 days, p<0.001). Compared with matched patients without PNS, patients with PNS were more likely to have a psychiatric inpatient hospitalisation (76.1% vs 59.7%, p<0.001) and had greater estimated inpatient costs ($16 893 vs $13 732, p=0.04).

CONCLUSIONS

Patients with PNS were younger and presented with greater illness severity and more psychiatric comorbidities compared with patients without PNS. Our findings highlight an unmet need for novel therapeutic approaches to address negative symptoms to improve clinical outcomes.

摘要

目的

精神分裂症的阴性症状与严重的疾病负担相关。我们试图调查以显著阴性症状(PNS)为主的精神分裂症患者与无PNS的患者的临床结局。

设计

对电子健康记录(EHR)数据进行回顾性分析。

设置

美国25家精神卫生保健机构。

参与者

1999年至2020年期间接受治疗的4444名成年精神分裂症患者。

暴露因素

PNS定义为首次记录的精神分裂症诊断(索引日期)时EHR数据中记录的≥3项阴性症状和≤3项阳性症状。症状数据通过应用于记录精神状态检查的半结构化自由文本记录的自然语言处理来确定。使用无PNS的患者匹配样本(1:1)来比较结局。随访数据截至索引日期后12个月。

主要结局指标

精神科住院次数的平均值。

次要结局指标

门诊就诊次数的平均值、估计治疗费用、临床总体印象-严重程度评分以及抗精神病药物治疗(索引日期前后12个月)。

结果

360名(8%)患者有PNS,4084名(92%)患者无PNS。有PNS的患者更年轻(36.4岁对39.7岁,p<0.001),精神科合并症的患病率更高(分裂情感性障碍:25.0%对18.4%,p=0.003;重度抑郁症:17.8%对9.8%,p<0.001)。在随访期间,有PNS的患者接受抗精神病药物处方的天数更少(平均=111.8天对140.9天,p<0.001)。与匹配的无PNS患者相比,有PNS的患者更有可能接受精神科住院治疗(76.1%对59.7%,p<0.001),且估计住院费用更高(16893美元对13732美元,p=0.04)。

结论

与无PNS的患者相比,有PNS的患者更年轻,疾病严重程度更高,精神科合并症更多。我们的研究结果突出了对解决阴性症状以改善临床结局的新治疗方法的未满足需求。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db73/11293408/6459b9e78c7f/bmjopen-14-7-g001.jpg

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