Institute of Biological Psychiatry, Mental Health Centre Sct Hans, Mental Health Services Capital Region of Denmark, Copenhagen, Denmark.
iPSYCH, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Aarhus, Denmark.
Nat Commun. 2021 Nov 16;12(1):6617. doi: 10.1038/s41467-021-26903-7.
Schizophrenia is a heterogeneous disorder, exhibiting variability in presentation and outcomes that complicate treatment and recovery. To explore this heterogeneity, we leverage the comprehensive Danish health registries to conduct a prospective, longitudinal study from birth of 5432 individuals who would ultimately be diagnosed with schizophrenia, building individual trajectories that represent sequences of comorbid diagnoses, and describing patterns in the individual-level variability. We show that psychiatric comorbidity is prevalent among individuals with schizophrenia (82%) and multi-morbidity occur more frequently in specific, time-ordered pairs. Three latent factors capture 79% of variation in longitudinal comorbidity and broadly relate to the number of co-occurring diagnoses, the presence of child versus adult comorbidities and substance abuse. Clustering of the factor scores revealed five stable clusters of individuals, associated with specific risk factors and outcomes. The presentation and course of schizophrenia may be associated with heterogeneity in etiological factors including family history of mental disorders.
精神分裂症是一种异质性疾病,其表现和结果存在变异性,这使得治疗和康复变得复杂。为了探索这种异质性,我们利用丹麦全面的健康登记系统,对 5432 名最终被诊断为精神分裂症的个体进行了前瞻性、纵向研究,构建了代表共病诊断序列的个体轨迹,并描述了个体水平变异性的模式。我们发现,精神分裂症患者中存在普遍的精神共病(82%),并且特定的、按时间顺序排列的共病组合更常见。三个潜在因素可捕捉到纵向共病的 79%变化,并广泛与共病诊断的数量、儿童与成人共病和物质滥用的存在相关。因子得分的聚类揭示了五个稳定的个体聚类,与特定的危险因素和结果相关。精神分裂症的表现和病程可能与包括精神障碍家族史在内的病因因素的异质性有关。