Lowe Alexander J, Rodrigues Filipe B, Arridge Marzena, De Vita Enrico, Johnson Eileanoir B, Scahill Rachael I, Byrne Lauren M, Tortelli Rosanna, Heslegrave Amanda, Zetterberg Henrik, Wild Edward J
UCL Huntington's Disease Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK.
Lysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK.
Brain Commun. 2022 Oct 12;4(6):fcac258. doi: 10.1093/braincomms/fcac258. eCollection 2022.
Proton magnetic resonance spectroscopy is a non-invasive method of exploring cerebral metabolism. In Huntington's disease, altered proton magnetic resonance spectroscopy-determined concentrations of several metabolites have been described; however, findings are often discrepant and longitudinal studies are lacking. Proton magnetic resonance spectroscopy metabolites may represent a source of biomarkers, thus their relationship with established markers of disease progression require further exploration to assess prognostic value and elucidate pathways associated with neurodegeneration. In a prospective single-site controlled cohort study with standardized collection of CSF, blood, phenotypic and volumetric imaging data, we used 3 T proton magnetic resonance spectroscopy in conjunction with the linear combination of model spectra method to quantify seven metabolites (total -acetylaspartate, total creatine, total choline, myo-inositol, GABA, glutamate and glutathione) in the putamen of 59 participants at baseline (15 healthy controls, 15 premanifest and 29 manifest Huntington's disease gene expansion carriers) and 48 participants at 2-year follow-up (12 healthy controls, 13 premanifest and 23 manifest Huntington's disease gene expansion carriers). Intergroup differences in concentration and associations with CSF and plasma biomarkers; including neurofilament light chain and mutant Huntingtin, volumetric imaging markers; namely whole brain, caudate, grey matter and white matter volume, measures of disease progression and cognitive decline, were assessed cross-sectionally using generalized linear models and partial correlation. We report no significant groupwise differences in metabolite concentration at baseline but found total creatine and total -acetylaspartate to be significantly reduced in manifest compared with premanifest participants at follow-up. Additionally, total creatine and myo-inositol displayed significant associations with reduced caudate volume across both time points in gene expansion carriers. Although relationships were observed between proton magnetic resonance spectroscopy metabolites and biofluid measures, these were not consistent across time points. To further assess prognostic value, we examined whether baseline proton magnetic resonance spectroscopy values, or rate of change, predicted subsequent change in established measures of disease progression. Several associations were found but were inconsistent across known indicators of disease progression. Finally, longitudinal mixed-effects models revealed glutamine + glutamate to display a slow linear decrease over time in gene expansion carriers. Altogether, our findings show some evidence of reduced total -acetylaspartate and total creatine as the disease progresses and cross-sectional associations between select metabolites, namely total creatine and myo-inositol, and markers of disease progression, potentially highlighting the proposed roles of neuroinflammation and metabolic dysfunction in disease pathogenesis. However, the absence of consistent group differences, inconsistency between baseline and follow-up, and lack of clear longitudinal change suggests that proton magnetic resonance spectroscopy metabolites have limited potential as Huntington's disease biomarkers.
质子磁共振波谱是一种探索脑代谢的非侵入性方法。在亨廷顿舞蹈病中,已有关于质子磁共振波谱测定的几种代谢物浓度改变的描述;然而,研究结果往往不一致,且缺乏纵向研究。质子磁共振波谱代谢物可能是生物标志物的一个来源,因此它们与已确定的疾病进展标志物之间的关系需要进一步探索,以评估其预后价值并阐明与神经退行性变相关的途径。在一项前瞻性单中心对照队列研究中,我们对脑脊液、血液、表型和容积成像数据进行了标准化收集,在基线时使用3T质子磁共振波谱结合模型谱线性组合方法,对59名参与者(15名健康对照、15名症状前和29名症状性亨廷顿舞蹈病基因扩展携带者)壳核中的七种代谢物(总N-乙酰天门冬氨酸、总肌酸、总胆碱、肌醇、γ-氨基丁酸、谷氨酸和谷胱甘肽)进行了定量分析,并在2年随访时对48名参与者(12名健康对照、13名症状前和23名症状性亨廷顿舞蹈病基因扩展携带者)进行了同样的分析。使用广义线性模型和偏相关对组间浓度差异以及与脑脊液和血浆生物标志物(包括神经丝轻链和突变型亨廷顿蛋白)、容积成像标志物(即全脑、尾状核、灰质和白质体积)、疾病进展和认知衰退指标之间的关联进行了横断面评估。我们报告在基线时代谢物浓度无显著组间差异,但发现在随访时,与症状前参与者相比,症状性参与者的总肌酸和总N-乙酰天门冬氨酸显著降低。此外,在基因扩展携带者的两个时间点上,总肌酸和肌醇与尾状核体积减小均显示出显著关联。尽管观察到质子磁共振波谱代谢物与生物流体指标之间存在关系,但这些关系在不同时间点并不一致。为了进一步评估预后价值,我们检查了基线质子磁共振波谱值或变化率是否能预测疾病进展既定指标的后续变化。发现了一些关联,但在已知的疾病进展指标中并不一致。最后,纵向混合效应模型显示,在基因扩展携带者中,谷氨酰胺+谷氨酸随时间呈缓慢线性下降。总体而言,我们的研究结果表明,随着疾病进展,总N-乙酰天门冬氨酸和总肌酸有降低的迹象,并且特定代谢物(即总肌酸和肌醇)与疾病进展标志物之间存在横断面关联,这可能突出了神经炎症和代谢功能障碍在疾病发病机制中的作用。然而,缺乏一致的组间差异、基线与随访之间的不一致以及缺乏明确的纵向变化表明,质子磁共振波谱代谢物作为亨廷顿舞蹈病生物标志物的潜力有限。