Connectivity derived thalamic segmentation in deep brain stimulation for tremor.

Abstract:

:The ventral intermediate nucleus (VIM) of the thalamus is an established surgical target for stereotactic ablation and deep brain stimulation (DBS) in the treatment of tremor in Parkinson's disease (PD) and essential tremor (ET). It is centrally placed on a cerebello-thalamo-cortical network connecting the primary motor cortex, to the dentate nucleus of the contralateral cerebellum through the dentato-rubro-thalamic tract (DRT). The VIM is not readily visible on conventional MR imaging, so identifying the surgical target traditionally involved indirect targeting that relies on atlas-defined coordinates. Unfortunately, this approach does not fully account for individual variability and requires surgery to be performed with the patient awake to allow for intraoperative targeting confirmation. The aim of this study is to identify the VIM and the DRT using probabilistic tractography in patients that will undergo thalamic DBS for tremor. Four male patients with tremor dominant PD and five patients (three female) with ET underwent high angular resolution diffusion imaging (HARDI) (128 diffusion directions, 1.5 mm isotropic voxels and b value = 1500) preoperatively. Patients received VIM-DBS using an MR image guided and MR image verified approach with indirect targeting. Postoperatively, using parallel Graphical Processing Unit (GPU) processing, thalamic areas with the highest diffusion connectivity to the primary motor area (M1), supplementary motor area (SMA), primary sensory area (S1) and contralateral dentate nucleus were identified. Additionally, volume of tissue activation (VTA) corresponding to active DBS contacts were modelled. Response to treatment was defined as 40% reduction in the total Fahn-Tolosa-Martin Tremor Rating Score (FTMTRS) with DBS-ON, one year from surgery. Three out of nine patients had a suboptimal, long-term response to treatment. The segmented thalamic areas corresponded well to anatomically known counterparts in the ventrolateral (VL) and ventroposterior (VP) thalamus. The dentate-thalamic area, lay within the M1-thalamic area in a ventral and lateral location. Streamlines corresponding to the DRT connected M1 to the contralateral dentate nucleus via the dentate-thalamic area, clearly crossing the midline in the mesencephalon. Good response was seen when the active contact VTA was in the thalamic area with highest connectivity to the contralateral dentate nucleus. Non-responders had active contact VTAs outside the dentate-thalamic area. We conclude that probabilistic tractography techniques can be used to segment the VL and VP thalamus based on cortical and cerebellar connectivity. The thalamic area, best representing the VIM, is connected to the contralateral dentate cerebellar nucleus. Connectivity based segmentation of the VIM can be achieved in individual patients in a clinically feasible timescale, using HARDI and high performance computing with parallel GPU processing. This same technique can map out the DRT tract with clear mesencephalic crossing.

journal_name

Neuroimage Clin

journal_title

NeuroImage. Clinical

authors

Akram H,Dayal V,Mahlknecht P,Georgiev D,Hyam J,Foltynie T,Limousin P,De Vita E,Jahanshahi M,Ashburner J,Behrens T,Hariz M,Zrinzo L

doi

10.1016/j.nicl.2018.01.008

subject

Has Abstract

pub_date

2018-01-28 00:00:00

pages

130-142

issn

2213-1582

pii

S2213-1582(18)30009-3

journal_volume

18

pub_type

杂志文章
  • DeepIED: An epileptic discharge detector for EEG-fMRI based on deep learning.

    abstract::Presurgical evaluation that can precisely delineate the epileptogenic zone (EZ) is one important step for successful surgical resection treatment of refractory epilepsy patients. The noninvasive EEG-fMRI recording technique combined with general linear model (GLM) analysis is considered an important tool for estimatin...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2017.12.005

    authors: Hao Y,Khoo HM,von Ellenrieder N,Zazubovits N,Gotman J

    更新日期:2017-12-05 00:00:00

  • Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions.

    abstract::Multivariate classification is used in neuroimaging studies to infer brain activation or in medical applications to infer diagnosis. Their results are often assessed through either a binomial or a permutation test. Here, we simulated classification results of generated random data to assess the influence of the cross-...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2014.04.004

    authors: Noirhomme Q,Lesenfants D,Gomez F,Soddu A,Schrouff J,Garraux G,Luxen A,Phillips C,Laureys S

    更新日期:2014-04-13 00:00:00

  • Morphometric MRI as a diagnostic biomarker of frontotemporal dementia: A systematic review to determine clinical applicability.

    abstract::Frontotemporal dementia (FTD) is difficult to diagnose, due to its heterogeneous nature and overlap in symptoms with primary psychiatric disorders. Brain MRI for atrophy is a key biomarker but lacks sensitivity in the early stage. Morphometric MRI-based measures and machine learning techniques are a promising tool to ...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2018.08.028

    authors: McCarthy J,Collins DL,Ducharme S

    更新日期:2018-01-01 00:00:00

  • Cortical thinning in military blast compared to non-blast persistent mild traumatic brain injuries.

    abstract::In the military, explosive blasts are a significant cause of mild traumatic brain injuries (mTBIs). The symptoms associated with blast mTBIs causes significant economic burdens and a diminished quality of life for many service members. At present, the distinction of the injury mechanism (blast versus non-blast) may no...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2019.101793

    authors: Eierud C,Nathan DE,Bonavia GH,Ollinger J,Riedy G

    更新日期:2019-01-01 00:00:00

  • Dysfunction of ventrolateral prefrontal cortex underlying social anxiety disorder: A multi-channel NIRS study.

    abstract::Social anxiety disorder (SAD) is characterized by strong fear and anxiety during social interactions. Although ventrolateral prefrontal cortex (VLPFC) activity in response to emotional stimuli is related to pathological anxiety, little is known about the relationship between VLPFC activity and social anxiety. This stu...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2015.05.011

    authors: Yokoyama C,Kaiya H,Kumano H,Kinou M,Umekage T,Yasuda S,Takei K,Nishikawa M,Sasaki T,Nishimura Y,Hara N,Inoue K,Kaneko Y,Suzuki S,Tanii H,Okada M,Okazaki Y

    更新日期:2015-05-28 00:00:00

  • Transcranial direct current stimulation modulates brain functional connectivity in autism.

    abstract::Autism spectrum disorder (ASD) is characterized by deficits in social interactions, impairments in language and communication, and highly restricted behavioral interests. Transcranial direct current stimulation (tDCS) is a widely used form of noninvasive stimulation and may have therapeutic potential for ASD. So far, ...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2020.102500

    authors: Zhou T,Kang J,Li Z,Chen H,Li X

    更新日期:2020-01-01 00:00:00

  • Wavelet coherence analysis of dynamic cerebral autoregulation in neonatal hypoxic-ischemic encephalopathy.

    abstract::Cerebral autoregulation represents the physiological mechanisms that keep brain perfusion relatively constant in the face of changes in blood pressure and thus plays an essential role in normal brain function. This study assessed cerebral autoregulation in nine newborns with moderate-to-severe hypoxic-ischemic encepha...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2016.01.020

    authors: Tian F,Tarumi T,Liu H,Zhang R,Chalak L

    更新日期:2016-01-25 00:00:00

  • Resting-state connectivity in neurodegenerative disorders: Is there potential for an imaging biomarker?

    abstract::Biomarkers in whichever modality are tremendously important in diagnosing of disease, tracking disease progression and clinical trials. This applies in particular for disorders with a long disease course including pre-symptomatic stages, in which only subtle signs of clinical progression can be observed. Magnetic reso...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章,评审

    doi:10.1016/j.nicl.2018.03.013

    authors: Hohenfeld C,Werner CJ,Reetz K

    更新日期:2018-03-16 00:00:00

  • Cerebellar pathology in Friedreich's ataxia: atrophied dentate nuclei with normal iron content.

    abstract:BACKGROUND:In Friedreich's ataxia (FA) the genetically decreased expression of the mitochondrial protein frataxin leads to disturbance of the mitochondrial iron metabolism. Within the cerebellum the dentate nuclei (DN) are primarily affected. Histopathological studies show atrophy and accumulation of mitochondrial iron...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2014.08.018

    authors: Solbach K,Kraff O,Minnerop M,Beck A,Schöls L,Gizewski ER,Ladd ME,Timmann D

    更新日期:2014-08-23 00:00:00

  • Association between migraine frequency and neural response to emotional faces: An fMRI study.

    abstract::Previous studies have demonstrated that migraine is associated with enhanced perception and altered cerebral processing of sensory stimuli. More recently, it has been suggested that this sensory hypersensitivity might reflect a more general enhanced response to aversive emotional stimuli. Using functional magnetic res...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2019.101790

    authors: Szabó E,Galambos A,Kocsel N,Édes AE,Pap D,Zsombók T,Kozák LR,Bagdy G,Kökönyei G,Juhász G

    更新日期:2019-01-01 00:00:00

  • Preparatory neural networks are impaired in adults with attention-deficit/hyperactivity disorder during the antisaccade task.

    abstract::Adults with attention-deficit/hyperactivity disorder (ADHD) often display executive function impairments, particularly in inhibitory control. The antisaccade task, which measures inhibitory control, requires one to suppress an automatic prosaccade toward a salient visual stimulus and voluntarily make an antisaccade in...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2012.10.006

    authors: Hakvoort Schwerdtfeger RM,Alahyane N,Brien DC,Coe BC,Stroman PW,Munoz DP

    更新日期:2012-11-02 00:00:00

  • Damage to white matter bottlenecks contributes to language impairments after left hemispheric stroke.

    abstract::Damage to the white matter underlying the left posterior temporal lobe leads to deficits in multiple language functions. The posterior temporal white matter may correspond to a bottleneck where both dorsal and ventral language pathways are vulnerable to simultaneous damage. Damage to a second putative white matter bot...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2017.02.019

    authors: Griffis JC,Nenert R,Allendorfer JB,Szaflarski JP

    更新日期:2017-02-24 00:00:00

  • Bayesian computational markers of relapse in methamphetamine dependence.

    abstract::Methamphetamine use disorder is associated with a high likelihood of relapse. Identifying robust predictors of relapse that have explanatory power is critical to develop secondary prevention based on a mechanistic understanding of relapse. Computational approaches have the potential to identify such predictive markers...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2019.101794

    authors: Harlé KM,Yu AJ,Paulus MP

    更新日期:2019-01-01 00:00:00

  • Linked anatomical and functional brain alterations in children with attention-deficit/hyperactivity disorder.

    abstract:OBJECTIVES:Neuroimaging studies have independently demonstrated brain anatomical and functional impairments in participants with ADHD. The aim of the current study was to explore the relationship between structural and functional brain alterations in ADHD through an integrated analysis of multimodal neuroimaging data. ...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2019.101851

    authors: Wu ZM,Llera A,Hoogman M,Cao QJ,Zwiers MP,Bralten J,An L,Sun L,Yang L,Yang BR,Zang YF,Franke B,Beckmann CF,Mennes M,Wang YF

    更新日期:2019-01-01 00:00:00

  • Corrigendum to "Medical image analysis methods in MR/CT-imaged acute-subacute ischemic stroke lesion: Segmentation, prediction and insights into dynamic evolution simulation models. A critical appraisal" [NeuroImage: Clinical 1 (2012) 164-178].

    abstract::[This corrects the article DOI: 10.1016/j.nicl.2012.10.003.]. ...

    journal_title:NeuroImage. Clinical

    pub_type: 已发布勘误

    doi:10.1016/j.nicl.2013.04.013

    authors: Rekik I,Allassonnière S,Carpenter TK,Wardlaw JM

    更新日期:2013-05-02 00:00:00

  • Dysfunction of attention switching networks in amyotrophic lateral sclerosis.

    abstract:OBJECTIVE:To localise and characterise changes in cognitive networks in Amyotrophic Lateral Sclerosis (ALS) using source analysis of mismatch negativity (MMN) waveforms. RATIONALE:The MMN waveform has an increased average delay in ALS. MMN has been attributed to change detection and involuntary attention switching. Th...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2019.101707

    authors: McMackin R,Dukic S,Broderick M,Iyer PM,Pinto-Grau M,Mohr K,Chipika R,Coffey A,Buxo T,Schuster C,Gavin B,Heverin M,Bede P,Pender N,Lalor EC,Muthuraman M,Hardiman O,Nasseroleslami B

    更新日期:2019-01-01 00:00:00

  • Multiparametric brainstem segmentation using a modified multivariate mixture of Gaussians.

    abstract::The human brainstem is a densely packed, complex but highly organised structure. It not only serves as a conduit for long projecting axons conveying motor and sensory information, but also is the location of multiple primary nuclei that control or modulate a vast array of functions, including homeostasis, consciousnes...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2013.04.017

    authors: Lambert C,Lutti A,Helms G,Frackowiak R,Ashburner J

    更新日期:2013-05-16 00:00:00

  • MRI and cognitive scores complement each other to accurately predict Alzheimer's dementia 2 to 7 years before clinical onset.

    abstract:BACKGROUND:Predicting cognitive decline and the eventual onset of dementia in patients with Mild Cognitive Impairment (MCI) is of high value for patient management and potential cohort enrichment in pharmaceutical trials. We used cognitive scores and MRI biomarkers from a single baseline visit to predict the onset of d...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2019.102121

    authors: Zandifar A,Fonov VS,Ducharme S,Belleville S,Collins DL,Alzheimer’s Disease Neuroimaging Initiative.

    更新日期:2020-01-01 00:00:00

  • Amyloid positron emission tomography in sporadic cerebral amyloid angiopathy: A systematic critical update.

    abstract::Sporadic cerebral amyloid angiopathy (CAA) is a very common small vessel disease of the brain, showing preferential and progressive amyloid-βdeposition in the wall of small arterioles and capillaries of the leptomeninges and cerebral cortex. CAA now encompasses not only a specific cerebrovascular pathological trait, b...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章,评审

    doi:10.1016/j.nicl.2017.05.002

    authors: Farid K,Charidimou A,Baron JC

    更新日期:2017-05-05 00:00:00

  • Voxel-wise resting-state MEG source magnitude imaging study reveals neurocircuitry abnormality in active-duty service members and veterans with PTSD.

    abstract::Post-traumatic stress disorder (PTSD) is a leading cause of sustained impairment, distress, and poor quality of life in military personnel, veterans, and civilians. Indirect functional neuroimaging studies using PET or fMRI with fear-related stimuli support a PTSD neurocircuitry model that includes amygdala, hippocamp...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2014.08.004

    authors: Huang MX,Yurgil KA,Robb A,Angeles A,Diwakar M,Risbrough VB,Nichols SL,McLay R,Theilmann RJ,Song T,Huang CW,Lee RR,Baker DG

    更新日期:2014-08-07 00:00:00

  • Dimensional connectomics of anxious misery, a human connectome study related to human disease: Overview of protocol and data quality.

    abstract::Disparate diagnostic categories from the Diagnostic and Statistical Manual of Mental Disorders (DSM), including generalized anxiety disorder, major depressive disorder and post-traumatic stress disorder, share common behavioral and phenomenological dysfunctions. While high levels of comorbidity and common features acr...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2020.102489

    authors: Seok D,Smyk N,Jaskir M,Cook P,Elliott M,Girelli T,Scott JC,Balderston N,Beer J,Stock J,Makhoul W,Gur RC,Davatzikos C,Shinohara R,Sheline Y

    更新日期:2020-01-01 00:00:00

  • Relation of 18-F-Dopa PET with hypokinesia-rigidity, tremor and freezing in Parkinson's disease.

    abstract:INTRODUCTION:In this retrospective study concerning patients with Parkinson's disease (PD) scanned with 18-F-Dopa PET (N = 129), we looked for an association between reduced 18-F-Dopa uptake and the key PD symptoms tremor and hypokinesia-rigidity. We hypothesized to find a stronger correlation between dopaminergic depl...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2016.01.010

    authors: Pikstra ARA,van der Hoorn A,Leenders KL,de Jong BM

    更新日期:2016-01-12 00:00:00

  • Disentangling the effects of age and mild traumatic brain injury on brain network connectivity: A resting state fMRI study.

    abstract:INTRODUCTION:Cognitive complaints are common shortly after mild traumatic brain injury (mTBI) but may persist up to years. Age-related cognitive decline can worsen these symptoms. However, effects of age on mTBI sequelae have scarcely been investigated. METHODS:Fifty-four mTBI patients (median age: 35 years, range 19-...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2020.102534

    authors: Bittencourt-Villalpando M,van der Horn HJ,Maurits NM,van der Naalt J

    更新日期:2020-12-22 00:00:00

  • Automated detection of cerebral microbleeds in MR images: A two-stage deep learning approach.

    abstract::Cerebral Microbleeds (CMBs) are small chronic brain hemorrhages, which have been considered as diagnostic indicators for different cerebrovascular diseases including stroke, dysfunction, dementia, and cognitive impairment. However, automated detection and identification of CMBs in Magnetic Resonance (MR) images is a v...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2020.102464

    authors: Al-Masni MA,Kim WR,Kim EY,Noh Y,Kim DH

    更新日期:2020-01-01 00:00:00

  • Deficits in cortical, diencephalic and midbrain gray matter in alcoholism measured by VBM: Effects of co-morbid substance abuse.

    abstract:OBJECTIVE:Alcoholism has been associated with a widespread pattern of gray matter atrophy. This study sought to investigate the spectrum of volume alterations in a population of alcoholics with only alcohol dependence, polysubstance abusing alcoholics, and a comparison population of healthy controls. METHOD:Thirty-sev...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2013.03.013

    authors: Grodin EN,Lin H,Durkee CA,Hommer DW,Momenan R

    更新日期:2013-04-01 00:00:00

  • Relevance of brain lesion location for cognition in vascular mild cognitive impairment.

    abstract:BACKGROUND:Vascular mild cognitive impairment (VMCI) is a potentially transitional state between normal aging and vascular dementia. The presence of macroscopic white matter lesions (WML) of moderate or severe extension on brain MRI is the hallmark of the VMCI. OBJECTIVE:To assess the clinical relevance of the frequen...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章,多中心研究

    doi:10.1016/j.nicl.2019.101789

    authors: Giorgio A,Di Donato I,De Leucio A,Zhang J,Salvadori E,Poggesi A,Diciotti S,Cosottini M,Ciulli S,Inzitari D,Pantoni L,Mascalchi M,Federico A,Dotti MT,De Stefano N,VMCI-Tuscany Study Group.

    更新日期:2019-01-01 00:00:00

  • Disrupted modular organization of primary sensory brain areas in schizophrenia.

    abstract::Abnormal brain resting-state functional connectivity has been consistently observed in patients affected by schizophrenia (SCZ) using functional MRI and other neuroimaging techniques. Graph theoretical methods provide a framework to investigate these defective functional interactions and their effects on the organizat...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2018.02.035

    authors: Bordier C,Nicolini C,Forcellini G,Bifone A

    更新日期:2018-03-01 00:00:00

  • Development of cortical thickness and surface area in autism spectrum disorder.

    abstract::Autism spectrum disorder (ASD) is a neurodevelopmental disorder often associated with changes in cortical volume. The constituents of cortical volume - cortical thickness and surface area - have separable developmental trajectories and are related to different neurobiological processes. However, little is known about ...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2016.12.003

    authors: Mensen VT,Wierenga LM,van Dijk S,Rijks Y,Oranje B,Mandl RC,Durston S

    更新日期:2016-12-07 00:00:00

  • Role of cerebral glutamate in post-stroke epileptogenesis.

    abstract::Stroke is one of the most important causes of acquired epilepsy in the adult population. While factors such as cortical involvement and haemorrhage have been associated with increased seizure risk, the mechanisms underlying the development of epilepsy after stroke remain unclear. One hypothesised mechanism is an excit...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章,评审

    doi:10.1016/j.nicl.2019.102069

    authors: Nicolo JP,O'Brien TJ,Kwan P

    更新日期:2019-01-01 00:00:00

  • Event-related desynchronization during movement attempt and execution in severely paralyzed stroke patients: An artifact removal relevance analysis.

    abstract::The electroencephalogram (EEG) constitutes a relevant tool to study neural dynamics and to develop brain-machine interfaces (BMI) for rehabilitation of patients with paralysis due to stroke. However, the EEG is easily contaminated by artifacts of physiological origin, which can pollute the measured cortical activity a...

    journal_title:NeuroImage. Clinical

    pub_type: 杂志文章

    doi:10.1016/j.nicl.2018.09.035

    authors: López-Larraz E,Figueiredo TC,Insausti-Delgado A,Ziemann U,Birbaumer N,Ramos-Murguialday A

    更新日期:2018-01-01 00:00:00