Brain Age Gap as a Predictor of Early Treatment Response and Functional Outcomes in First-Episode Schizophrenia: A Longitudinal Study: L'écart d'âge cérébral comme prédicteur de la réponse en début de traitement et des résultats fonctionnels dans un premier épisode de schizophrénie : une étude longitudinale.

Lejia Fan, Zhenmei Zhang, Xiaoqian Ma, Liangbing Liang, Liu Yuan, Lijun Ouyang, Yujue Wang, Zongchang Li, Xiaogang Chen, Ying He, Lena Palaniyappan
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Abstract

Objectives: Accelerated brain aging, i.e., the age-related structural changes in the brain appearing earlier than expected from one's chronological age, is a feature that is now well established in schizophrenia. Often interpreted as a feature of a progressive pathophysiological process that typifies schizophrenia, its prognostic relevance is still unclear. We investigate its role in response to antipsychotic treatment in first-episode schizophrenia.

Methods: We recruited 49 drug-naive patients with schizophrenia who were then treated with risperidone at a standard dose range of 2-6 mg/day. We followed them up for 3 months to categorize their response status. We acquired T1-weighted anatomical images and used the XGboost method to evaluate individual brain age. The brain age gap (BAG) is the difference between the predicted brain age and chronological age.

Results: Patients with FES had more pronounced BAG compared to healthy subjects, and this difference was primarily driven by those who did not respond adequately after 12 weeks of treatment. BAG did not worsen significantly over the 12-week period, indicating a lack of prominent brain-ageing effect induced by the early antipsychotic exposure per se. However, highly symptomatic patients had a more prominent increase in BAG, while patients with higher BAG when initiating treatment later showed lower gains in global functioning upon treatment, highlighting the prognostic value of BAG measures in FES.

Conclusions: Accelerated brain aging is a feature of first-episode schizophrenia that is more likely to be seen among those who will not respond adequately to first-line antipsychotic use. Given that early poor response indicates later treatment resistance, measuring BAG using structural MRI in the first 12 weeks of treatment initiation may provide useful prognostic information when considering second-line treatments in schizophrenia.

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预测首发精神分裂症患者早期治疗反应和功能结果的脑年龄差距:一项纵向研究。
研究目的大脑加速衰老,即与年龄相关的大脑结构变化比预期的年龄提前出现,是精神分裂症的一个特征。它通常被解释为精神分裂症典型的渐进性病理生理过程的一个特征,但其与预后的相关性仍不清楚。我们研究了它在首发精神分裂症患者对抗精神病治疗的反应中的作用:方法:我们招募了 49 名未接受过药物治疗的精神分裂症患者,他们接受了利培酮治疗,标准剂量为 2-6 毫克/天。我们对他们进行了为期 3 个月的随访,以对他们的反应状态进行分类。我们获取了T1加权解剖图像,并使用XGboost方法评估了个体脑龄。脑年龄差距(BAG)是预测脑年龄与实际年龄之间的差值:结果:与健康受试者相比,FES 患者的脑年龄差距更为明显,这种差异主要是由那些在 12 周治疗后仍未做出充分反应的患者造成的。在12周的治疗期间,BAG并没有明显恶化,这表明早期抗精神病药物接触本身并没有引起明显的脑老化效应。然而,症状严重的患者的BAG增加更为明显,而开始治疗时BAG较高的患者在治疗后的整体功能改善程度较低,这凸显了BAG测量在FES中的预后价值:大脑加速衰老是首发精神分裂症的一个特征,更有可能出现在那些对一线抗精神病药物治疗反应不佳的患者中。鉴于早期反应不佳预示着日后的治疗耐药性,在开始治疗的前12周内使用结构性核磁共振成像测量BAG可能会在考虑精神分裂症二线治疗时提供有用的预后信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.00
自引率
2.50%
发文量
69
审稿时长
6-12 weeks
期刊介绍: Established in 1956, The Canadian Journal of Psychiatry (The CJP) has been keeping psychiatrists up-to-date on the latest research for nearly 60 years. The CJP provides a forum for psychiatry and mental health professionals to share their findings with researchers and clinicians. The CJP includes peer-reviewed scientific articles analyzing ongoing developments in Canadian and international psychiatry.
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