Cividini Camilla, Basaia Silvia, Spinelli Edoardo G, Canu Elisa, Castelnovo Veronica, Riva Nilo, Cecchetti Giordano, Caso Francesca, Magnani Giuseppe, Falini Andrea, Filippi Massimo, Agosta Federica
From the Neuroimaging Research Unit, Division of Neuroscience (C.C., S.B., E.G.S., E.C., V.C., G.C., M.F., F.A.), Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (G.C., F.C., G.M., M.F., F.A.), Neuroradiology Unit (A.F.), CERMAC (A.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; and Vita-Salute San Raffaele University (C.C., E.G.S., V.C., G.C., A.F., M.F., F.A.), Milan, Italy.
Neurology. 2022 Jan 24;98(4):e402-e415. doi: 10.1212/WNL.0000000000013123.
A significant overlap between amyotrophic lateral sclerosis (ALS) and behavioral variant of frontotemporal dementia (bvFTD) has been observed at clinical, genetic, and pathologic levels. Within this continuum of presentations, the presence of mild cognitive or behavioral symptoms in patients with ALS has been consistently reported, although it is unclear whether this is to be considered a distinct phenotype or rather a natural evolution of ALS. Here, we used mathematical modeling of MRI connectomic data to decipher common and divergent neural correlates across the ALS-frontotemporal dementia (FTD) spectrum.
We included 83 patients with ALS, 35 patients with bvFTD, and 61 healthy controls, who underwent clinical, cognitive, and MRI assessments. Patients with ALS were classified according to the revised Strong criteria into 54 ALS with only motor deficits (ALS-cn), 21 ALS with cognitive or behavioral involvement (ALS-ci/bi), and 8 ALS with bvFTD (ALS-FTD). First, we assessed the functional and structural connectivity patterns across the ALS-FTD spectrum. Second, we investigated whether and where MRI connectivity alterations of patients with ALS with any degree of cognitive impairment (i.e., ALS-ci/bi and ALS-FTD) resembled more the pattern of damage of one (ALS-cn) or the other end (bvFTD) of the spectrum, moving from group-level to single-subject analysis.
As compared with controls, extensive structural and functional disruption of the frontotemporal and parietal networks characterized bvFTD (bvFTD-like pattern), while a more focal structural damage within the sensorimotor-basal ganglia areas characterized ALS-cn (ALS-cn-like pattern). ALS-ci/bi patients demonstrated an ALS-cn-like pattern of structural damage, diverging from ALS-cn with similar motor impairment for the presence of enhanced functional connectivity within sensorimotor areas and decreased functional connectivity within the bvFTD-like pattern. On the other hand, patients with ALS-FTD resembled both structurally and functionally the bvFTD-like pattern of damage with, in addition, the structural ALS-cn-like damage in the motor areas.
Our findings suggest a maladaptive role of functional rearrangements in ALS-ci/bi concomitantly with similar structural alterations compared to ALS-cn, supporting the hypothesis that ALS-ci/bi might be considered as a phenotypic variant of ALS, rather than a consequence of disease worsening.
在临床、遗传和病理水平上,已观察到肌萎缩侧索硬化症(ALS)与行为变异型额颞叶痴呆(bvFTD)之间存在显著重叠。在这一连续的临床表现范围内,一直有报道称ALS患者存在轻度认知或行为症状,尽管尚不清楚这应被视为一种独特的表型,还是仅仅是ALS的自然演变。在此,我们使用MRI连接组数据的数学模型来解读ALS-额颞叶痴呆(FTD)谱系中共同和不同的神经关联。
我们纳入了83例ALS患者、35例bvFTD患者和61名健康对照者,他们均接受了临床、认知和MRI评估。根据修订后的Strong标准,将ALS患者分为54例仅存在运动功能缺损的ALS(ALS-cn)、21例存在认知或行为受累的ALS(ALS-ci/bi)以及8例合并bvFTD的ALS(ALS-FTD)。首先,我们评估了ALS-FTD谱系中的功能和结构连接模式。其次,我们研究了任何程度认知损害的ALS患者(即ALS-ci/bi和ALS-FTD)的MRI连接改变是否以及在何处更类似于谱系一端(ALS-cn)或另一端(bvFTD)的损伤模式,从组水平分析过渡到单受试者分析。
与对照组相比,额颞叶和顶叶网络广泛的结构和功能破坏是bvFTD的特征(bvFTD样模式),而感觉运动-基底神经节区域内更局灶性的结构损伤是ALS-cn的特征(ALS-cn样模式)。ALS-ci/bi患者表现出类似ALS-cn的结构损伤模式,与具有相似运动功能损害的ALS-cn不同,其感觉运动区域内功能连接增强,而在bvFTD样模式内功能连接减少。另一方面,ALS-FTD患者在结构和功能上均类似于bvFTD样损伤模式,此外,运动区域还存在类似ALS-cn的结构损伤。
我们的研究结果表明,与ALS-cn相比,功能重排在ALS-ci/bi中具有适应不良的作用,同时伴有类似的结构改变,支持了ALS-ci/bi可能被视为ALS的一种表型变异,而非疾病恶化结果的假设。