Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
Division of Adult Psychiatry, Department of Psychiatry, Geneva University Hospitals, Geneva, Switzerland.
Commun Biol. 2024 Jun 5;7(1):689. doi: 10.1038/s42003-024-06391-3.
Advanced methods such as REACT have allowed the integration of fMRI with the brain's receptor landscape, providing novel insights transcending the multiscale organisation of the brain. Similarly, normative modelling has allowed translational neuroscience to move beyond group-average differences and characterise deviations from health at an individual level. Here, we bring these methods together for the first time. We used REACT to create functional networks enriched with the main modulatory, inhibitory, and excitatory neurotransmitter systems and generated normative models of these networks to capture functional connectivity deviations in patients with schizophrenia, bipolar disorder (BPD), and ADHD. Substantial overlap was seen in symptomatology and deviations from normality across groups, but these could be mapped into a common space linking constellations of symptoms through to underlying neurobiology transdiagnostically. This work provides impetus for developing novel biomarkers that characterise molecular- and systems-level dysfunction at the individual level, facilitating the transition towards mechanistically targeted treatments.
高级方法,如 REACT,已经实现了将 fMRI 与大脑的受体图谱进行整合,提供了超越大脑多尺度组织的新见解。同样,规范建模已经使转化神经科学超越了群体平均差异,能够在个体水平上描述偏离健康的情况。在这里,我们首次将这些方法结合在一起。我们使用 REACT 创建了富含主要调节、抑制和兴奋神经递质系统的功能网络,并生成了这些网络的规范模型,以捕捉精神分裂症、双相情感障碍(BPD)和 ADHD 患者的功能连接偏差。在症状和偏离正常方面,不同组别之间存在大量重叠,但这些可以映射到一个共同的空间中,通过连接症状的星座,将其与潜在的神经生物学联系起来,实现跨诊断。这项工作为开发新的生物标志物提供了动力,这些标志物可以在个体水平上描述分子和系统水平的功能障碍,促进向基于机制的靶向治疗的转变。