Functional connectivity in Parkinson's disease candidates for deep brain stimulation

被引:19
作者
Albano, Luigi [1 ,2 ,3 ]
Agosta, Federica [1 ,3 ,4 ]
Basaia, Silvia [1 ]
Cividini, Camilla [1 ,3 ]
Stojkovic, Tanja [5 ]
Sarasso, Elisabetta [1 ]
Stankovic, Iva [5 ]
Tomic, Aleksandra [5 ]
Markovic, Vladana [5 ]
Stefanova, Elka [5 ]
Mortini, Pietro [2 ,3 ]
Kostic, Vladimir S. [5 ]
Filippi, Massimo [1 ,3 ,4 ,6 ,7 ]
机构
[1] IRCCS Osped San Raffaele, Div Neurosci, Neuroimaging Res Unit, Milan, Italy
[2] IRCCS Osped San Raffaele, Neurosurg & Gamma Knife Radiosurg Unit, Milan, Italy
[3] Univ Vita Salute San Raffaele, Milan, Italy
[4] IRCCS Osped San Raffaele, Neurol Unit, Milan, Italy
[5] Univ Belgrade, Fac Med, Clin Neurol, Belgrade, Serbia
[6] IRCCS Osped San Raffaele, Neurorehabil Unit, Milan, Italy
[7] IRCCS Osped San Raffaele, Neurophysiol Serv, Milan, Italy
关键词
CLINICAL DIAGNOSTIC-CRITERIA; UNRESOLVED ISSUES; RATING-SCALE; NETWORK; MRI; MODULATION; BATTERY; TREMOR; STAGE;
D O I
10.1038/s41531-021-00268-6
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
This study aimed to identify functional neuroimaging patterns anticipating the clinical indication for deep brain stimulation (DBS) in patients with Parkinson's disease (PD). A cohort of prospectively recruited patients with PD underwent neurological evaluations and resting-state functional MRI (RS-fMRI) at baseline and annually for 4 years. Patients were divided into two groups: 19 patients eligible for DBS over the follow-up and 41 patients who did not meet the criteria to undergo DBS. Patients selected as candidates for DBS did not undergo surgery at this stage. Sixty age- and sex-matched healthy controls performed baseline evaluations. Graph analysis and connectomics assessed global and local topological network properties and regional functional connectivity at baseline and at each time point. At baseline, network analysis showed a higher mean nodal strength, local efficiency, and clustering coefficient of the occipital areas in candidates for DBS over time relative to controls and patients not eligible for DBS. The occipital hyperconnectivity pattern was confirmed by regional analysis. At baseline, a decreased functional connectivity between basal ganglia and sensorimotor/frontal networks was found in candidates for DBS compared to patients not eligible for surgery. In the longitudinal analysis, patient candidate for DBS showed a progressively decreased topological brain organization and functional connectivity, mainly in the posterior brain networks, and a progressively increased connectivity of basal ganglia network compared to non-candidates for DBS. RS-fMRI may support the clinical indication to DBS and could be useful in predicting which patients would be eligible for DBS in the earlier stages of PD.
引用
收藏
页数:12
相关论文
共 54 条
[1]   Network modulation in the treatment of Parkinson's disease [J].
Asanuma, Kotaro ;
Tang, Chengke ;
Ma, Yilong ;
Dhawan, Vijay ;
Mattis, Paul ;
Edwards, Christine ;
Kaplitt, Michael G. ;
Feigin, Andrew ;
Eidelberg, David .
BRAIN, 2006, 129 :2667-2678
[2]   Functional Brain Networks and Cognitive Deficits in Parkinson's Disease [J].
Baggio, Hugo-Cesar ;
Sala-Llonch, Roser ;
Segura, Barbara ;
Marti, Maria-Jose ;
Valldeoriola, Francesc ;
Compta, Yaroslau ;
Tolosa, Eduardo ;
Junque, Carme .
HUMAN BRAIN MAPPING, 2014, 35 (09) :4620-4634
[3]   Investigations into resting-state connectivity using independent component analysis [J].
Beckmann, CF ;
DeLuca, M ;
Devlin, JT ;
Smith, SM .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) :1001-1013
[4]   DIFFERENTIAL BEHAVIORAL EFFECTS IN FRONTAL LOBE DISEASE [J].
BENTON, AL .
NEUROPSYCHOLOGIA, 1968, 6 (01) :53-&
[5]  
Carmona-Torre F, 2013, NEW ENGL J MED, V368, P2037, DOI [10.1056/NEJMc1303485, 10.1056/NEJMoa1205158]
[6]   Connectivity Changes in Parkinson's Disease [J].
Cerasa, Antonio ;
Novellino, Fabiana ;
Quattrone, Aldo .
CURRENT NEUROLOGY AND NEUROSCIENCE REPORTS, 2016, 16 (10)
[7]   The substantia nigra of the human brain -: I.: Nigrosomes and the nigral matrix, a compartmental organization based on calbindin D28K immunohistochemistry [J].
Damier, P ;
Hirsch, EC ;
Agid, Y ;
Graybiel, AM .
BRAIN, 1999, 122 :1421-1436
[8]   Estimating false positives and negatives in brain networks [J].
de Reus, Marcel A. ;
van den Heuvel, Martijn P. .
NEUROIMAGE, 2013, 70 :402-409
[9]   An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest [J].
Desikan, Rahul S. ;
Segonne, Florent ;
Fischl, Bruce ;
Quinn, Brian T. ;
Dickerson, Bradford C. ;
Blacker, Deborah ;
Buckner, Randy L. ;
Dale, Anders M. ;
Maguire, R. Paul ;
Hyman, Bradley T. ;
Albert, Marilyn S. ;
Killiany, Ronald J. .
NEUROIMAGE, 2006, 31 (03) :968-980
[10]   Stimulation of the subthalamic nucleus at an earlier disease stage of Parkinson's disease: Concept and standards of the EARLYSTIM-study [J].
Deuschl, Guenther ;
Schuepbach, Michael ;
Knudsen, Karina ;
Pinsker, Marcus O. ;
Cornu, Philippe ;
Rau, Joern ;
Agid, Yves ;
Schade-Brittinger, Carmen .
PARKINSONISM & RELATED DISORDERS, 2013, 19 (01) :56-61