Graduate Student Articles 3_ PDF
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Concordia University
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This document contains two research articles focused on graduate-level studies related to psychology and neuroscience. The first explores how training alters neural connectivity in Parkinson's disease. The second article investigates the neural activation patterns associated with regulating reach movement speed in the human brain using fMRI techniques.
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**Article 1: Graduate studnet psychology:2** **TRAINING FOR MICROGRAPHIA ALTERS NEURAL CONNECTIVITY IN PARKINSONʼS DISEASE Nackaerts et al., 2018** ![](media/image17.png) Micrographia ahead before any other symptoms (something to note) **WHY DO WE CARE ABT THE RESEARCH ON THIS CLINICAL POPULATIO...
**Article 1: Graduate studnet psychology:2** **TRAINING FOR MICROGRAPHIA ALTERS NEURAL CONNECTIVITY IN PARKINSONʼS DISEASE Nackaerts et al., 2018** ![](media/image17.png) Micrographia ahead before any other symptoms (something to note) **WHY DO WE CARE ABT THE RESEARCH ON THIS CLINICAL POPULATION WHAT ARE THE BENEFITS OF STUDYING THE CLINICAL POPULATION?** - **Rationale and Study Objectives:** -PREVIOUS STUDIES HAVE FAILED TO PROVIDE RIGOUS EVIDENCE FOR TRAINING-SPECIFICITY (specfically this symptom) -LEARNING RELATED EFFECTIVE CONNECTIVITY CHANGES ARE STILL ILLUSIVE, ESPECIALLY for motor skills relevant to daily life (handwriting) STUDY OBJECTIVES: cortical network shifts in long term training **Current study:** Cortical shifts in long-term training vs placebo (novel) 1. 2. - **HYPOTHESIS:** 1. In patients receiving writing training, they would find **increased connectivity in the cortico-cerebellar motor networks** (implicating the [supplementary motor area]) unlike those undergoing the placebo condition. 2. - **Methods** - - - - - - **STUDY DESIGN:** 1. 2. TRAINING GROUP: - How did the groups differ? Placebo: relaxation task Experimental: writing task **Behavioral assessment** 1. - 2. Cueing:Target zones= present at all times Uncued: target zones disappear after 1.5 s Wanted to assess: - -SCREENING FOR (SOS): systematic screening of handwriting difficulties -Scored evaluated/manually -Total SOS score consisted of: ○ Fluency of letter formation ○ Fluency in connections between letters ○ Regularity of letter height ○ Space between words ○ Straightness of sentences (P.S A higher SOS score indicated worse quality of handwriting) **MEASURED:** - - **CLINICAL BATTERY:** (Series of behavioral measures and questionnaires)\ ![](media/image12.png) DYNAMIC CAUSAL MODELING - - - **Which regions of Interest?** ![](media/image21.png) **Regions of Intrest:** (based on known involvement: motor learning and handwriting, and PD) 1.Superior Parietal Lobe (SPL) 2\. Middle Temporal visual area ( bilateral motion-sensitive) 3.Cerebellum 4\. Supplementary Motor Area 5.Dorsal Pre Motor Cortex 6.Primary Motor Area **STATISTICAL ANALYSIS:** - - CONNECTIVITY DATA: A mixed model ANOVA was performed on the coupling estimates with TRAINING (experimental - placebo) as a between-subjects factor and CONDITION (cued-uncued), TIME (pre-post), and CONNECTION as within-subjects factors with Manual Ability Measure (MAM-16) scores as a covariate **Adding of Additional Covariates** \- Explore potential effects of disease severity and or medication intake (results: didnt see changes when covariates where added) **RESULTS:** **Statistical Analysis: MAM-16** **Behavioral Data:** - - - - - NEURAL ACTIVATION PATTERN: Similar networks were activated post-training compared to baseline - - SIG CHANGE: BASELINE AND EXPERIMENTAL (SIG CHANGE) SIGNIFICANT CHANGES IN BRAIN AREAS (EXPERIMENTAL) NO MAIN EFFECT GROUP TIME See motor learning improve connectivity (those who got training-- more than those who didnt in control group) ![](media/image19.png)![](media/image16.png) - - - - - - - - **STUDY 2!** **Cortical and Subcortical Areas Involved in Regulation of Reach Movement Speed in Human Brain: fMRI STUDY** - - - - - - - **Why study Speed** - - - **HISTORY OF REACHING SPEED RESEARCH:** ![](media/image2.png) **M1, pMG: ALL these neurons seemed to active by preferred directionality** **iEEG:** **-I**ntracranial EEG: implanting electrodes in the scalp (see cortical areas; see more in-depth) -Strong associations in the human hand/arm motor area **Does direction matter?** **PET Scan:** Involvement in supplementary motor cortex, cerebellum, and basal ganglia **What's the GAP? fMRI?\ ** **Hypothesis:** - **Methods:** -14 participants (mean age 24; 6 female) -Went through MRI (speed paradigm while in an MRI) -Event-related design: 4 sessions of 12-minute -Within subjects design (comparisons) **Methods: fMRI:** -3T Scanner (Functional) -31 Structural Image (anatomical): need to see and lay over anatomically -MNI: Template (images spatially normalized to fit); compare and -GLM: Conducted to investigate gow presence of movement and speed impacted neural activation ![](media/image9.png) **Why separate speed and movement: control for direction (see if it isnt involved)** 1. 2. 3. **Arm Movement Tracking:** - - RESULTS: ROI: Speed: - - Movement: - - ![](media/image6.png) Overlap : SMA (movement and speed) **SPEED RELATED** - - - - **MOVEMENT.** -Primary SMC -Extended regions of SMA -Anterior pulvinar **OVERLAP** \*SMA -minimal: contralateral thalamus (SUBDIVISION OF AREA ITSELF: **Directionality brain region** -no activation of brain regions ![](media/image3.png) **IMPLICATIONS:** - - - - **Things to Think on! 💭** - -