Yassin Walid, Kromenacker Bryan, Green James B, Tamminga Carol A, Del Re Elisabetta C, Seif Pegah, Xia Cuihua, Alliey-Rodriguez Ney, Gershon Elliot S, Clementz Brett A, Pearlson Godfrey D, Keedy Sarah K, Ivleva Elena I, Hill Scott Kristian, McDowell Jennifer E, Keshavan Matcheri S
Beth Israel Deaconess Medical Center, Boston, MA, U.S..
Department of Psychiatry, Harvard Medical School, Boston, MA, U.S..
Sci Rep. 2025 Aug 8;15(1):29003. doi: 10.1038/s41598-025-14438-6.
Psychiatry lags in adopting etiological approaches to diagnosis, prognosis, and outcome prediction compared to the rest of medicine. Etiological factors such as childhood trauma (CHT), substance use (SU), and socioeconomic status (SES) significantly affect psychotic disorder symptoms. This study applied an agnostic clustering approach to identify exposome clusters "Exposotypes (ETs)" and examine their relationship with clinical, cognitive, and functional outcomes. Using data from individuals with psychotic disorders (n = 1,350), and controls (n = 623), we assessed the relationship between the exposotypes and outcomes. Four exposotypes were identified: ET1 characterized by high CHT and SU; ET2, high CHT; ET3, high SU; ET4, low exposure. Compared to ET4, ET1 demonstrated higher positive and general symptoms, anxiety, depression, impulsivity, and mania; ET2 had higher anxiety, depression, and impulsivity; ET3 had better cognitive and functional outcomes with lower negative symptoms. Intracranial volume was largest in ET3, and smallest in ET2. No group differences in schizophrenia polygenic risk scores were found. The age of onset was 5 years earlier in ET1 than in ET4. These findings provide insight into the complex etiological interplay between trauma, and SU, as well as their unique effects on clinical symptoms, cognition, neurobiology, genetic risk, and functioning.
与医学的其他领域相比,精神病学在采用病因学方法进行诊断、预后和结果预测方面滞后。童年创伤(CHT)、物质使用(SU)和社会经济地位(SES)等病因因素会显著影响精神障碍症状。本研究应用一种无假设聚类方法来识别暴露组聚类“暴露型(ETs)”,并检验它们与临床、认知和功能结果之间的关系。利用来自精神障碍患者(n = 1350)和对照组(n = 623)的数据,我们评估了暴露型与结果之间的关系。识别出四种暴露型:以高CHT和高SU为特征的ET1;高CHT的ET2;高SU的ET3;低暴露的ET4。与ET4相比,ET1表现出更高的阳性和一般症状、焦虑、抑郁、冲动和躁狂;ET2有更高的焦虑、抑郁和冲动;ET3的认知和功能结果更好,阴性症状更低。颅内体积在ET3中最大,在ET2中最小。未发现精神分裂症多基因风险评分存在组间差异。ET1的发病年龄比ET4早5年。这些发现为创伤和SU之间复杂的病因相互作用及其对临床症状、认知、神经生物学、遗传风险和功能的独特影响提供了见解。