🩸 Post-Thrombectomy Reperfusion Injury Monitoring Simulator
This simulation focuses on the monitoring of reperfusion injury following thrombectomy procedures, allowing users to assess and manage potential complications related to tissue damage during and after the intervention.
Successful Recanalization — When the Artery Reopens
Mechanical thrombectomy for large-vessel occlusion stroke has transformed acute stroke care: in well-selected patients, restoring TICI 2b/3 flow can more than double the odds of functional independence at 90 days. But the moment of reopening is also the moment a second, distinct injury cascade begins — reperfusion injury — layered on top of the original ischemic insult.
- 71–88%: TICI 2b/3 recanalization rate (modern stent-retriever / aspiration)
- 1.9M: Time is brain (neurons lost per minute of LVO)
- ~2.6: NNT for functional independence (HERMES pooled analysis)
- seconds: Reperfusion injury onset (to minutes after recanalization)
TICI grading and what "successful" recanalization means
The Thrombolysis in Cerebral Infarction (TICI) scale grades angiographic reperfusion after thrombectomy:
• TICI 0: no perfusion • TICI 1: minimal antegrade flow past the occlusion • TICI 2a: partial filling of <50% of the affected territory • TICI 2b: partial filling of ≥50% of the affected territory • TICI 2c: near-complete filling with slow distal flow • TICI 3: complete perfusion, normal filling and washout
TICI 2b/3 is the accepted threshold for "successful" recanalization in trials (MR CLEAN, ESCAPE, SWIFT PRIME, EXTEND-IA). Modern stent-retriever and contact-aspiration techniques achieve this in roughly three-quarters to nearly nine-tenths of appropriately selected large-vessel occlusion cases, typically within one to three passes.
Crucially, angiographic success at the large-vessel level does not guarantee tissue-level (microvascular) reperfusion — a gap that becomes the central story of the next three stages.
The double-edged nature of reperfusion
Restoring blood flow is unambiguously necessary — tissue that stays ischemic dies. But the abrupt return of oxygenated, glucose-rich blood to tissue that has spent hours in anaerobic metabolism triggers a second wave of injury mechanistically distinct from the original ischemia:
• Ischemic injury: energy failure, ionic pump collapse, excitotoxic glutamate release, cytotoxic edema • Reperfusion injury: oxidative burst, microvascular obstruction, inflammatory infiltration, vasogenic edema, hemorrhagic transformation risk
This is directly analogous to cardiac ischemia-reperfusion injury after primary PCI, and to the "no-reflow" phenomenon first described in myocardium — the same core biology plays out in cerebral tissue after thrombectomy, on a timescale of minutes to days.
The paradox of modern stroke reperfusion therapy: the single most effective treatment for acute large-vessel occlusion — fast, complete recanalization — is also the trigger for a secondary injury cascade that must now be actively monitored and managed for the following 72 hours.
Why the ischemic core matters most
Pre-recanalization infarct core volume, measured by CT perfusion (rCBF <30%) or diffusion-weighted MRI (ADC <620×10⁻⁶ mm²/s), is the single strongest predictor of downstream reperfusion-injury severity:
• Small core (<30 mL): salvaged penumbra dominates; reperfusion injury is usually mild and self-limited • Moderate core (30–70 mL): meaningful no-reflow and oxidative burden; enhanced monitoring warranted • Large core (>70–100 mL): substantial risk of malignant edema, hemorrhagic transformation, and herniation even after excellent angiographic recanalization
This is the physiological basis for the two-slider model used in this simulator: time since recanalization drives the temporal evolution of injury, while pre-procedural core volume sets its ceiling.
Oxidative Stress — The Free-Radical Burst of Reperfusion
Within seconds of blood flow returning, previously oxygen-starved mitochondria and enzyme systems are suddenly flooded with molecular oxygen. Instead of resuming clean aerobic respiration, damaged electron-transport chains and accumulated hypoxanthine generate a burst of reactive oxygen species (ROS) that overwhelms endogenous antioxidant defenses and damages membranes, proteins, and DNA at the exact site the therapy was meant to save.
- 1–4 h: ROS burst peak (post-reperfusion onset)
- µs: Superoxide half-life (but self-propagating cascade)
- depleted: Endogenous SOD/catalase (after prolonged ischemia)
- MDA ↑: Lipid peroxidation marker (malondialdehyde, clinical biomarker)
Sources of the reperfusion free-radical burst
Three enzymatic sources dominate the early oxidative burst:
1. Mitochondrial electron transport chain leak — during ischemia, complexes I and III accumulate reduced electron carriers. Upon reoxygenation, electrons leak prematurely to O₂, forming superoxide (O₂•⁻) instead of completing the chain to water.
2. Xanthine oxidase pathway — ischemic ATP depletion converts xanthine dehydrogenase to xanthine oxidase and accumulates hypoxanthine. On reperfusion, xanthine oxidase metabolizes hypoxanthine using the newly available O₂, generating superoxide and hydrogen peroxide as by-products.
3. NADPH oxidase (NOX) activation — infiltrating neutrophils and activated microglia assemble NOX2 complexes at the membrane, deliberately generating a respiratory burst of superoxide as part of (mis-targeted) innate immune activation.
Superoxide is rapidly converted to hydrogen peroxide (by superoxide dismutase) and, in the presence of free iron released from damaged cells (Fenton reaction), to the highly reactive hydroxyl radical (•OH) — the species most directly responsible for lipid peroxidation and DNA strand breaks.
Cellular targets and the injury cascade
Reactive oxygen species attack three principal biological targets:
• Membrane lipids: peroxidation of polyunsaturated fatty acids in the phospholipid bilayer disrupts membrane integrity, ion gradients, and organelle function; malondialdehyde (MDA) and 4-HNE are measurable byproducts used as oxidative-stress biomarkers.
• Proteins: carbonylation and nitration (via peroxynitrite, formed from superoxide + nitric oxide) inactivate enzymes, ion channels, and structural proteins including tight-junction components of the blood-brain barrier.
• DNA: hydroxyl radical attack generates 8-OHdG lesions and strand breaks, triggering PARP-1 hyperactivation — which depletes cellular NAD⁺/ATP and can commit cells to a form of energy-failure death (parthanatos) distinct from classic apoptosis or necrosis.
The oxidative burst also directly activates the endothelium, upregulating adhesion molecules (ICAM-1, P-selectin) that initiate the leukocyte adhesion cascade feeding into microvascular no-reflow — mechanistically linking Stage 2 to Stage 3.
Oxidative stress is not a single event but a curve: it rises sharply within the first hour of reperfusion, typically peaks between one and four hours, and then gradually declines over roughly the next day as antioxidant systems (glutathione, SOD, catalase) are replenished — unless ongoing microvascular failure or hemorrhage restarts the cycle.
Microvascular No-Reflow — When the Big Vessel Opens but Capillaries Do Not
One of the most clinically important and least intuitive findings in reperfusion physiology: angiographically perfect TICI 3 flow in the treated large artery does not guarantee that blood actually reaches the capillary bed. The "no-reflow phenomenon" — first described in cardiac muscle and now well documented in cerebral ischemia-reperfusion — means a meaningful fraction of downstream tissue can remain unperfused even after a technically flawless thrombectomy.
- ~25–50%: No-reflow prevalence (of large-core LVO cases, imaging studies)
- minutes: Onset window (begins immediately at reperfusion)
- ~5–10 µm: Capillary diameter (vs. ~7 µm swollen RBC/endothelium)
- ↑ infarct growth: Association (despite complete TICI 3)
Mechanisms of capillary-level obstruction
No-reflow arises from at least four overlapping mechanisms acting at the capillary and post-capillary venule level:
1. Endothelial and perivascular (pericyte) swelling — ischemic ATP depletion impairs ion pumps in endothelial cells and pericytes, causing cytotoxic swelling that physically narrows the capillary lumen; pericytes may also undergo sustained, rigor-like contraction that persists even after the upstream artery reopens.
2. Microthrombi and platelet-fibrin plugs — activated platelets and the coagulation cascade, triggered by ischemic endothelial injury, form microthrombi within capillaries that are too small for the mechanical thrombectomy device to reach or clear.
3. Leukocyte plugging — neutrophils activated by the oxidative burst adhere to inflamed endothelium (via ICAM-1/selectins) and mechanically plug narrow capillary segments, a process sometimes called "leukocyte trapping."
4. Interstitial and glial edema — early cytotoxic swelling of astrocytic end-feet surrounding capillaries compresses the vessel from the outside.
The net effect: regions of tissue supplied by a now fully patent large vessel remain functionally ischemic, extending infarct growth despite "successful" recanalization on angiography.
Detecting no-reflow and its clinical significance
No-reflow is invisible on conventional digital subtraction angiography, which only resolves vessels down to a few hundred microns. It is inferred from:
• Perfusion imaging mismatch — persistent hypoperfusion (CT perfusion Tmax delay or arterial spin labeling deficit) on imaging obtained after angiographically complete TICI 2b/3 recanalization • Diffusion-perfusion mismatch that fails to normalize despite a fully open parent vessel • Two-photon and optical coherence studies in animal models directly visualizing stalled capillary segments ("capillary plugging") post-reperfusion
Clinically, no-reflow burden correlates with larger final infarct volume, worse neurological outcome, and higher risk of subsequent malignant edema — because tissue that appears reperfused on angiography but is not actually perfused at the microvascular level continues to accumulate the same energy-failure injury as if the vessel had never been opened, while simultaneously being exposed to the oxidative and inflammatory byproducts of the tissue around it that did reperfuse.
No-reflow risk scales strongly with pre-procedural ischemic core volume: small, salvageable cores rarely show significant no-reflow, while cores exceeding roughly 70–100 mL frequently show patchy microvascular failure even after a flawless TICI 3 result — reinforcing why core volume, not just recanalization grade, drives post-procedure monitoring intensity.
Cerebral Edema and Blood-Brain Barrier Breakdown
The combined assault of oxidative stress, inflammation, and microvascular injury progressively degrades the blood-brain barrier — the specialized tight-junction seal of cerebral capillary endothelium. As the barrier fails, plasma fluid and proteins leak into brain parenchyma, producing vasogenic edema that compounds the cytotoxic edema of the original infarct and, in large-core strokes, can culminate in life-threatening malignant edema and herniation.
- 6–24 h: Vasogenic edema onset (after reperfusion begins)
- 24–72 h: Malignant edema window (peak risk period)
- ~2–8%: Malignant MCA infarction (of all ischemic strokes)
- ~80%: Untreated mortality (malignant edema without decompression)
From tight junctions to vasogenic edema
The blood-brain barrier depends on a continuous seal of tight-junction proteins (claudin-5, occludin, ZO-1) between adjacent endothelial cells, reinforced by pericytes and astrocytic end-feet. Reperfusion injury dismantles this seal through several converging pathways:
• Matrix metalloproteinases (MMP-9 in particular) are upregulated by oxidative stress and hypoxia-inducible factor signaling; MMP-9 proteolytically degrades tight-junction proteins and basal lamina components. • Peroxynitrite and hydroxyl radicals directly oxidize junctional proteins, loosening the endothelial seal. • VEGF, released in response to hypoxia, increases endothelial permeability (its original discovery name was "vascular permeability factor"). • Neuroinflammatory cytokines (IL-1β, TNF-α) from activated microglia further destabilize junctional integrity.
Once the barrier is compromised, plasma filtrate — water, ions, and proteins — leaks into the extracellular space of the brain parenchyma, producing vasogenic edema. This differs mechanistically from the cytotoxic (cellular swelling) edema of the acute ischemic phase, though the two coexist and amplify one another in large infarcts.
Malignant edema and the herniation cascade
In large-territory infarcts (classically involving more than half to two-thirds of the MCA territory, or pre-procedural core volumes above roughly 80–100 mL), progressive edema within the closed cranial vault raises intracranial pressure faster than compensatory mechanisms can accommodate. This is "malignant" edema:
• Timeline: edema typically becomes clinically apparent 24 to 48 hours post-stroke and peaks around 72 to 96 hours, though reperfusion injury can accelerate this timeline • Mechanism: mass effect from swollen, non-compliant brain tissue causes midline shift, compression of the third ventricle and basal cisterns, and ultimately transtentorial or uncal herniation • Warning signs: declining level of consciousness, new pupillary asymmetry, and radiographic midline shift >5 mm are red flags requiring urgent escalation
Without intervention, malignant MCA infarction carries a mortality rate approaching 80%. Decompressive hemicraniectomy — removing a bone flap to allow the swollen brain room to expand outward rather than inward — has been shown in pooled randomized trial data (DECIMAL, DESTINY, HAMLET) to reduce mortality substantially and improve functional outcomes when performed within 48 hours in appropriately selected patients, typically under age 60.
The clinical decision to evaluate for decompressive craniectomy is driven by the same two variables modeled in this simulator: a large pre-recanalization core volume sets the ceiling for edema risk, and the 24–72 hour window after reperfusion is precisely when that risk peaks — making structured serial monitoring during this interval a matter of life and death, not routine paperwork.
Monitoring & Neuroprotective Management After Reperfusion
Because reperfusion injury unfolds over hours to days — long after the angiography suite has closed — the neurocritical care unit becomes the site where thrombectomy's benefit is either preserved or eroded. Structured serial neurological assessment, protocolized repeat imaging, and tiered escalation from routine observation to osmotherapy to surgical decompression form the backbone of post-thrombectomy care.
- q1–2h: NIHSS reassessment (first 24 h, then per protocol)
- 24 h: Repeat CT/MRI window (routine; earlier if deterioration)
- ~10–48%: Hemorrhagic transformation (any grade, wide range by core size)
- <48 h: Decompression benefit window (from symptom/deterioration onset)
Serial neurological and hemodynamic monitoring
Post-thrombectomy monitoring protocols are tiered to the estimated injury risk:
• Neuro checks — NIHSS and Glasgow Coma Scale scoring every 1 to 2 hours for the first 24 hours, then per unit protocol; any new focal deficit, decline in consciousness, or pupillary change triggers immediate imaging • Blood pressure control — tight systolic blood pressure targets (commonly <160/90 mmHg after successful recanalization) to limit hemorrhagic transformation risk while preserving penumbral perfusion pressure • Glucose and temperature management — hyperglycemia and fever both independently worsen oxidative and inflammatory injury and are actively normalized • Intracranial pressure monitoring — considered in large-core patients with depressed consciousness, sometimes via invasive ICP monitor or indirectly via optic nerve sheath diameter ultrasound
Enhanced ICU-level monitoring — more frequent neuro checks, lower blood-pressure ceilings, and a lower threshold for repeat imaging — is escalated to specifically for patients whose combination of core volume and time-window places them at moderate-to-high no-reflow or edema risk.
Imaging surveillance for hemorrhage and edema
Repeat non-contrast CT (or MRI) is standard at approximately 24 hours post-procedure to assess for two distinct complications:
• Hemorrhagic transformation — reperfusion into a blood-brain-barrier-compromised, ischemic capillary bed carries an intrinsic bleeding risk, graded from petechial hemorrhagic infarction (HI1/HI2) to space-occupying parenchymal hematoma (PH1/PH2); larger cores and longer ischemia times increase risk • Edema progression — midline shift, effacement of basal cisterns, and ventricular compression are tracked serially; a trend toward worsening shift between scans is often more informative than any single absolute value
Earlier or more frequent imaging is triggered by clinical deterioration rather than performed on a fixed schedule alone — imaging follows the patient, not the clock.
Escalating therapy: osmotherapy to decompressive craniectomy
Management escalates in tiers as edema risk rises:
1. Routine supportive care — head-of-bed elevation to 30°, normothermia, normoglycemia, avoidance of hypotonic fluids; appropriate for small-core, low-risk patients
2. Osmotherapy — hypertonic saline (3–23.4%) or mannitol boluses draw free water out of swollen brain tissue across an intact osmotic gradient, providing temporary reduction in intracranial pressure while definitive decisions are made; used when early signs of mass effect or clinical decline appear
3. Decompressive craniectomy evaluation — for large-core (typically >80–100 mL affected territory, often age <60) patients showing progressive edema, declining consciousness, or midline shift, early surgical consultation is warranted; the DECIMAL/DESTINY/HAMLET pooled analysis showed a number-needed-to-treat of roughly 2 to prevent death and 4 to prevent death-or-severe-disability when performed within 48 hours of stroke onset
The monitoring-intensity metric in this simulator synthesizes exactly this logic: it combines no-reflow risk and malignant-edema risk (both driven by core volume and elapsed time) into a single recommended tier — routine, enhanced ICU monitoring, or decompressive craniectomy evaluation — mirroring the real bedside decision pathway.
The overarching lesson of post-thrombectomy reperfusion injury: angiographic success (TICI 2b/3) marks the start of a new, closely watched clinical phase — not the end of the stroke episode. The same core-volume and time variables that predicted infarct growth before treatment continue to predict complication risk for up to 72 hours after the artery reopens.
This simulation focuses on the monitoring of reperfusion injury following thrombectomy procedures, allowing users to assess and manage potential complications related to tissue damage during and after the intervention.
2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install