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Summary neural networks- stroke

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Summary of the stroke lesson given by prof K. alaerts of the neuroscientific aspects course. It is a summary of the powerpoint slides and additional items noted during the lesson. The slides were in English and my own notes are always in Dutch as much as possible. It is therefore a mix of the 2 lan...

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  • December 15, 2023
  • 16
  • 2023/2024
  • Summary
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Neural networks: stroke rehabilitation

General introduction
 Incidentie
- With increasing age, stroke contributes the most to life years lost by death or disability…
- DALY (Disability-adjusted life years)
 Total burden associated with disease (not only mortality)




 Incdence hemorrhagic stroke (hypertensive)




Pathofysioogie stroke




Ischemic stroke
• Brain requires constant supply of oxygen and glucose, provided by blood

Nala Melis Pagina 1

, Neural networks: stroke rehabilitation

• At rest, brain requires 20 % of total body oxygen consumption
• If blood flow reduces
- To zero: death of brain tissue (infarction) within 4-10 min
- <16-18 ml/100g brain tissue: infarction within 1 hour
- <20-100 ml/ 100g brain tissue: ischemia without infarction, unless persisting for several hours or
day ..
• Pathophysiological cascade
- Due to loss of blood flow
 depletion of energy stores (ATP)
 leads to ionic imbalances
 Leads to electrical disturbances in membrane potential
 Cytotoxic edema (extracellular water passes into cells, resulting in their swellings)
- => further cascade of ischemia-related changes:
 increase the production of reactive oxygen species (ROS) and nitric oxide (NO).
 => destroys cell membranes, cell lysis, and cell death through mechanisms such as necrosis or
apoptosis
• Infarction region => irreversible damage
• Penumbra region => no immediate cell death, potential for recovery, if early reperfusion is achieved
 Two-sided role of Microglia in Penumbra in hersenen
- Role in Neuroinflammation
- Activated in the affected ischemic area and migrate to the penumbra
- Activation peaks 48 to 72 hours after the stroke onset and can persist for several weeks
- Pro-inflammation: production of proinflammatory cytokines such as ROS, NO, interleukin-1β, and
tumor necrosis factor-α => contribute to further death of neurons
- Anti-inflammation : release anti-inflammatory cytokines and neurotrophic factors, including brain-
derived neurotrophic factor, glial cell-line-derived neurotrophic factor, and basic fibroblast growth
factor
 => Participate in cellular debris clearance and tissue repair




Hemorrhagic stroke
 Rupture of brain artery (often due to chronic hypertensia)
- => Explosive entry of blood (hematoma) in brain parenchyma
- Meeste door hypertensia (ook nog andere oorzaken)
 Primary injury mechanism
- Expanding hematoma volume

Nala Melis Pagina 2

, Neural networks: stroke rehabilitation

 Increase intracranial pressure
 Often reduced cerebral perfusion
 Cause of ischemic injury (cfr. ischemic stroke)
 Secondary injury mechanisms
- Lysis of red blood cells, rendering hemoglobin, iron and bilirubin in extracellular space => induction
of inflammatory mechanisms => disruption of BBB (blood bain barrier) =>Perihematomal edema
influx H2O in hersenen (can lead to life-threatening brain edema)

Neuro-imaging of stroke lesion
(hyper)acute
 Neuroimaging is a critical component of stroke diagnosis / management
 Two main modalities
- Computer tomography (CT) scan (non-contrast)
- MRI neuroimaging
 Important for differential diagnosis between
- Ischemic
- Hemorrhagic stroke !!
1. Computed tomography (CT)
 Most common type of imaging of acute stroke
 It is fast, inexpensive and readily available
- use of X-rays (iets invasiever)
- different tissues interact with X-rays in different ways
- The extent to which a material can be penetrated by an X- ray beam is described in
terms of an absorption/ attenuation coefficient
 = assesses how much a beam is weakened by passing through a voxel of tissue
(voxel = volumetric pixel).
 Voxel= 3D pixel
- Some tissues will allow the passage of X-rays without influencing them much e.g.
air, does not absorb any X-rays, therefore appears completely black…
- Higher attenuation of beam (in Houndsfield units), “more bright” on CT scan (= hyperdense)

2. Ischemic stroke
2.1. Immediate CT scanning - within 1 hour
 Main goal => Direct visualization of the clot or embolism
- Artery with clot becomes hyperdense (brighter) on CT scan
 Normal blood: about 40 HU
 Clot typically around 100 HU




2.2. 1 to 3 hours post stroke
 Visualisation of ischemic surrounding tissue
- Grey matter becomes hypodense (darker)
- combination of reduced blood volume and cytotoxic edema (extracellular water held in cells, causing
their swelling)
Few hours post stroke Few days post stroke




2.3. MRI scanning using – Diffusion weighted imaging (DWI = DTI)

Nala Melis Pagina 3

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