Transcriptional and neurochemical signatures of cerebral blood flow alterations in schizophrenia and individuals at clinical high-risk for psychosis.

IF 9.6 1区 医学 Q1 NEUROSCIENCES
Samuel R Knight, Leyla Abbasova, Yashar Zeighami, Justine Y Hansen, Daniel Martins, Fernando Zelaya, Ottavia Dipasquale, Thomas Liu, David Shin, Matthijs Bossong, Matilda Azis, Mathilde Antoniades, Oliver D Howes, Ilaria Bonoldi, Alice Egerton, Paul Allen, Owen O'Daly, Philip McGuire, Gemma Modinos
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引用次数: 0

Abstract

Background: The brain integrates multiple scales of description, from the level of cells and molecules to large-scale networks and behaviour. Understanding relationships across these scales may be fundamental to advancing understanding of brain function in health and disease. Recent neuroimaging research has shown that functional brain alterations that are associated with schizophrenia spectrum disorders (SSD) are already present in young adults at clinical high-risk for psychosis (CHR-P), yet the cellular and molecular determinants of these alterations remain unclear.

Methods: Here, we used regional cerebral blood flow (rCBF) data from 425 individuals (122 SSD compared to 116 HCs, and 129 CHR-P compared to 58 HCs) and applied a novel pipeline to integrate brain-wide rCBF case-control maps with publicly available transcriptomic data (17,205 gene maps) and neurotransmitter atlases (19 maps) from 1074 healthy volunteers.

Results: We identified significant correlations between astrocyte, oligodendrocyte precursor cell, and vascular leptomeningeal cell gene modules for both SSD and CHR-P rCBF phenotypes, and additionally microglia and oligodendrocytes in CHR-P. Receptor distribution significantly predicted case-control rCBF differences, with dominance analysis highlighting dopamine (D1, D2, DAT), acetylcholine (VAChT, M1), GABAA, and NMDA receptors as key predictors for SSD (R2adj=.58, PFDR<.05) and CHR-P (R2adj=.6, PFDR<.05) rCBF phenotypes. These associations were primarily localised in subcortical regions and implicate cell-types involved in stress response and inflammation, alongside specific neuroreceptor systems, in shared and distinct rCBF phenotypes in psychosis.

Conclusions: Our findings underscore the value of integrating multi-scale data as a promising hypothesis-generating approach towards decoding biological pathways involved in neuroimaging-based psychosis phenotypes, potentially guiding novel interventions.

背景:从细胞和分子水平到大规模网络和行为,大脑整合了多种描述尺度。了解这些尺度之间的关系可能是促进了解健康和疾病中大脑功能的基础。最近的神经影像学研究表明,与精神分裂症谱系障碍(SSD)相关的大脑功能改变已经出现在处于精神病临床高风险(CHR-P)的年轻人身上,但这些改变的细胞和分子决定因素仍不清楚。方法:在此,我们使用了来自 425 名患者(122 名 SSD 患者与 116 名 HC 患者相比,129 名 CHR-P 患者与 58 名 HC 患者相比)的区域脑血流(rCBF)数据,并应用新型管道将全脑 rCBF 病例对照图与公开可用的转录组数据(17205 个基因图谱)和来自 1074 名健康志愿者的神经递质图谱(19 个图谱)进行了整合:结果:我们发现星形胶质细胞、少突胶质细胞前体细胞和血管脑膜细胞基因模块与 SSD 和 CHR-P rCBF 表型之间存在显着相关性,此外,在 CHR-P 中,小胶质细胞和少突胶质细胞也存在显着相关性。受体分布可明显预测病例对照的 rCBF 差异,优势分析强调多巴胺(D1、D2、DAT)、乙酰胆碱(VAChT、M1)、GABAA 和 NMDA 受体是 SSD 的关键预测因子(R2adj=.58,PFDR2adj=.6,PFDRConclusions):我们的研究结果凸显了整合多尺度数据的价值,这是一种很有前景的假设生成方法,可用于解码基于神经影像的精神病表型所涉及的生物通路,从而为新型干预措施提供潜在指导。
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来源期刊
Biological Psychiatry
Biological Psychiatry 医学-精神病学
CiteScore
18.80
自引率
2.80%
发文量
1398
审稿时长
33 days
期刊介绍: Biological Psychiatry is an official journal of the Society of Biological Psychiatry and was established in 1969. It is the first journal in the Biological Psychiatry family, which also includes Biological Psychiatry: Cognitive Neuroscience and Neuroimaging and Biological Psychiatry: Global Open Science. The Society's main goal is to promote excellence in scientific research and education in the fields related to the nature, causes, mechanisms, and treatments of disorders pertaining to thought, emotion, and behavior. To fulfill this mission, Biological Psychiatry publishes peer-reviewed, rapid-publication articles that present new findings from original basic, translational, and clinical mechanistic research, ultimately advancing our understanding of psychiatric disorders and their treatment. The journal also encourages the submission of reviews and commentaries on current research and topics of interest.
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