Graph Theoretical Analysis of Structural Covariance Reveals the Relevance of Visuospatial and Attentional Areas in Essential Tremor Recovery After Stereotactic Radiosurgical Thalamotomy

被引:7
作者
Bolton, Thomas A. W. [1 ,2 ,10 ]
Van De Ville, Dimitri [3 ,4 ]
Regis, Jean [5 ,11 ]
Witjas, Tatiana [6 ]
Girard, Nadine [7 ]
Levivier, Marc [1 ,8 ,10 ]
Tuleasca, Constantin [1 ,8 ,9 ,10 ]
机构
[1] Ctr Hosp Univ Vaudois CHUV, Dept Clin Neurosci, Neurosurg Serv, Lausanne, Switzerland
[2] Ctr Hosp Univ Vaudois CHUV, Dept Radiol, Connect Lab, Lausanne, Switzerland
[3] Ecole Polytech Fed Lausanne EPFL, Inst Bioengn, Lausanne, Switzerland
[4] Univ Geneva UNIGE, Dept Radiol & Med Informat, Geneva, Switzerland
[5] Ctr Hosp Univ Timone, Assistance Publ Hop Marseille, Stereotact & Funct Neurosurg Serv, Marseille, France
[6] Ctr Hosp Univ Timone, Assistance Publ Hop Marseille, Neurol Dept, Marseille, France
[7] Ctr Hosp Univ Timone, Assistance Publ Hop Marseille, Ctr Resonance Magnet Biol & Med, Dept Diagnost & Intervent Neuroradiol, Marseille, France
[8] Univ Lausanne UNIL, Fac Biol & Med FBM, Lausanne, Switzerland
[9] Ecole Polytech Fed Lausanne EPFL, Signal Proc Lab LTS5, Lausanne, Switzerland
[10] Ctr Hosp Univ Vaudois CHUV, Gamma Knife Ctr, Lausanne, Switzerland
[11] Ctr Hosp Univ Timone, Assistance Publ Hop Marseille, Gamma Knife Unit, Marseille, France
来源
FRONTIERS IN AGING NEUROSCIENCE | 2022年 / 14卷
关键词
mean curvature; surface area; cortical thickness; graph theory; structural covariance analysis; stereotactic radiosurgical thalamotomy; radiosurgery; essential tremor; HUMAN CEREBRAL-CORTEX; DORSOLATERAL PREFRONTAL CORTEX; LEFT SUPRAMARGINAL GYRUS; SURFACE-BASED ANALYSIS; CORTICAL THICKNESS; MORPHOMETRIC SIMILARITY; BRAIN NETWORKS; GYRIFICATION; ORGANIZATION; ASSOCIATIONS;
D O I
10.3389/fnagi.2022.873605
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Essential tremor (ET) is the most common movement disorder. Its pathophysiology is only partially understood. Here, we leveraged graph theoretical analysis on structural covariance patterns quantified from morphometric estimates for cortical thickness, surface area, and mean curvature in patients with ET before and one year after (to account for delayed clinical effect) ventro-intermediate nucleus (Vim) stereotactic radiosurgical thalamotomy. We further contrasted the observed patterns with those from matched healthy controls (HCs). Significant group differences at the level of individual morphometric properties were specific to mean curvature and the post-/pre-thalamotomy contrast, evidencing brain plasticity at the level of the targeted left thalamus, and of low-level visual, high-level visuospatial and attentional areas implicated in the dorsal visual stream. The introduction of cross-correlational analysis across pairs of morphometric properties strengthened the presence of dorsal visual stream readjustments following thalamotomy, as cortical thickness in the right lingual gyrus, bilateral rostral middle frontal gyrus, and left pre-central gyrus was interrelated with mean curvature in the rest of the brain. Overall, our results position mean curvature as the most relevant morphometric feature to understand brain plasticity in drug-resistant ET patients following Vim thalamotomy. They also highlight the importance of examining not only individual features, but also their interactions, to gain insight into the routes of recovery following intervention.
引用
收藏
页数:13
相关论文
共 110 条
  • [1] Imaging structural co-variance between human brain regions
    Alexander-Bloch, Aaron
    Giedd, Jay N.
    Bullmore, Edward T.
    [J]. NATURE REVIEWS NEUROSCIENCE, 2013, 14 (05) : 322 - 336
  • [2] A review on molecular topology: applying graph theory to drug discovery and design
    Amigo, Jose Maria
    Galvez, Jorge
    Villar, Vincent M.
    [J]. NATURWISSENSCHAFTEN, 2009, 96 (07) : 749 - 761
  • [3] The role of the parahippocampal cortex in cognition
    Aminoff, Elissa M.
    Kveraga, Kestutis
    Bar, Moshe
    [J]. TRENDS IN COGNITIVE SCIENCES, 2013, 17 (08) : 379 - 390
  • [4] The left supramarginal gyrus contributes to finger positioning for object use: a neuronavigated transcranial magnetic stimulation study
    Andres, Michael
    Pelgrims, Barbara
    Olivier, Etienne
    Vannuscorps, Gilles
    [J]. EUROPEAN JOURNAL OF NEUROSCIENCE, 2017, 46 (12) : 2835 - 2843
  • [5] ASSESSING TREMOR SEVERITY
    BAIN, PG
    FINDLEY, LJ
    ATCHISON, P
    BEHARI, M
    VIDAILHET, M
    GRESTY, M
    ROTHWELL, JC
    THOMPSON, PD
    MARSDEN, CD
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1993, 56 (08) : 868 - 873
  • [6] Hierarchical organization of human cortical networks in health and schizophrenia
    Bassett, Danielle S.
    Bullmore, Edward T.
    Verchinski, Beth A.
    Mattay, Venkata S.
    Weinberger, Daniel R.
    Meyer-Lindenberg, Andreas
    [J]. JOURNAL OF NEUROSCIENCE, 2008, 28 (37) : 9239 - 9248
  • [7] Network neuroscience
    Bassett, Danielle S.
    Sporns, Olaf
    [J]. NATURE NEUROSCIENCE, 2017, 20 (03) : 353 - 364
  • [8] Graph theory analysis of resting-state functional magnetic resonance imaging in essential tremor
    Benito-Leon, Julian
    Sanz-Morales, Emilio
    Melero, Helena
    Louis, Elan D.
    Romero, Juan P.
    Rocon, Eduardo
    Malpica, Norberto
    [J]. HUMAN BRAIN MAPPING, 2019, 40 (16) : 4686 - 4702
  • [9] Essential Tremor: A Neurodegenerative Disease?
    Benito-Leon, Julian
    [J]. TREMOR AND OTHER HYPERKINETIC MOVEMENTS, 2014, 4
  • [10] Linking Essential Tremor to the Cerebellum: Clinical Evidence
    Benito-Leon, Julian
    Labiano-Fontcuberta, Andres
    [J]. CEREBELLUM, 2016, 15 (03) : 253 - 262