Pavan Tommaso, Alemán-Gómez Yasser, Jenni Raoul, Steullet Pascal, Schilliger Zoé, Dwir Daniella, Cleusix Martine, Alameda Luis, Do Kim Q, Conus Philippe, Hagmann Patric, Klauser Paul, Jelescu Ileana
Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland.
Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland.
Transl Psychiatry. 2025 May 23;15(1):179. doi: 10.1038/s41398-025-03397-1.
Studies on schizophrenia feature diffusion magnetic resonance imaging (dMRI) to investigate white matter (WM) anomalies. The heterogeneity in the possible interpretations of typical Diffusion Tensor Imaging (DTI) metrics highlights the importance of increasing their specificity. Here, we characterize WM pathology in early psychosis (EP) and schizophrenia (SZ) with increased specificity using advanced dMRI: Diffusion Kurtosis Imaging and the biophysical model White Matter Tract Integrity - Watson (WMTI-W). This enables us to better characterize WM abnormalities, while preserving good sensitivity to group differences, and relate them to the current literature (ENIGMA-schizophrenia), patient's clinical characteristics and symptomatology. dMRI-derived microstructure features were extracted from all of WM and from individual regions of interest in 275 individuals. 93 subjects diagnosed with EP and 47 with SZ were compared respectively to 135 age-range matched healthy controls (HC). WM DTI diffusivities were higher, while kurtosis was lower in EP vs HC and in SZ vs HC. Differences were more widespread in EP than SZ. The regional alterations found in our cohort matched the DTI patterns found in ENIGMA-schizophrenia. WMTI-W model parameters indicate that the WM alterations in patients come primarily from the extra-axonal compartment, consistent with abnormal myelin integrity in the disease pathology. The direct link between WM alterations and symptomatology is, however, limited.
关于精神分裂症的研究采用扩散磁共振成像(dMRI)来调查白质(WM)异常。典型扩散张量成像(DTI)指标的可能解释存在异质性,这凸显了提高其特异性的重要性。在此,我们使用先进的dMRI(扩散峰度成像和生物物理模型白质纤维束完整性 - 沃森(WMTI-W))以更高的特异性来表征早期精神病(EP)和精神分裂症(SZ)中的白质病变。这使我们能够更好地表征白质异常,同时保持对组间差异的良好敏感性,并将其与当前文献(ENIGMA - 精神分裂症)、患者的临床特征和症状学相关联。从275名个体的所有白质和感兴趣的各个区域提取了dMRI衍生的微观结构特征。分别将93名被诊断为EP的受试者和47名被诊断为SZ的受试者与135名年龄匹配的健康对照(HC)进行比较。与HC相比,EP组和SZ组的白质DTI扩散率更高,而峰度更低。EP组的差异比SZ组更广泛。我们队列中发现的区域改变与ENIGMA - 精神分裂症中发现的DTI模式相匹配。WMTI-W模型参数表明,患者的白质改变主要来自轴突外间隙,这与疾病病理学中髓鞘完整性异常一致。然而,白质改变与症状学之间的直接联系是有限的。