Mechanical Thrombectomy for Acute Ischemic Stroke: Evolution, Techniques, and Outcomes

Acute ischemic stroke remains one of the leading causes of death and long-term disability worldwide. The introduction and rapid evolution of mechanical thrombectomy has revolutionized the management of this devastating condition, offering hope to patients who previously had limited treatment options. This comprehensive review explores the development, current techniques, clinical evidence, and future directions of mechanical thrombectomy for acute ischemic stroke.

Historical Evolution of Stroke Treatment

From Conservative Management to Thrombolysis

The journey toward effective acute stroke treatment has been marked by significant milestones:

For decades, acute ischemic stroke management was primarily supportive, focusing on preventing complications and rehabilitation. This paradigm began to shift in the 1990s with the advent of intravenous thrombolysis. The landmark National Institute of Neurological Disorders and Stroke (NINDS) trial in 1995 demonstrated that intravenous tissue plasminogen activator (tPA) administered within 3 hours of symptom onset improved clinical outcomes at 3 months, leading to FDA approval in 1996.

Despite this breakthrough, intravenous thrombolysis had significant limitations:
– Narrow time window (initially 3 hours, later extended to 4.5 hours based on ECASS III trial)
– Low recanalization rates for large vessel occlusions (approximately 30%)
– Contraindications in many patients (recent surgery, anticoagulation, etc.)
– Risk of symptomatic intracranial hemorrhage (6-7%)

These limitations were particularly problematic for large vessel occlusions (LVOs), which account for approximately 30-40% of acute ischemic strokes and are associated with poor outcomes when treated with intravenous thrombolysis alone. This recognition drove the development of endovascular approaches to directly remove or dissolve clots in occluded cerebral vessels.

Early Endovascular Approaches

The first generation of endovascular stroke treatment involved intra-arterial thrombolysis:

The PROACT II trial (1999) demonstrated improved outcomes with intra-arterial prourokinase compared to heparin alone for middle cerebral artery occlusions within 6 hours of onset. Despite positive results, prourokinase was never FDA-approved, but the trial established the proof of concept for endovascular stroke therapy.

Early mechanical approaches included:
– MERCI Retriever (2004): The first FDA-approved device for mechanical thrombectomy, consisting of a corkscrew-like nitinol wire deployed distal to the thrombus and withdrawn to capture and remove the clot
– Penumbra Aspiration System (2008): Utilized a reperfusion catheter to aspirate thrombus, combined with a separator to break up the clot

These first-generation devices achieved recanalization rates of 48-82% but demonstrated limited clinical efficacy. Three randomized trials published in 2013 (IMS III, SYNTHESIS Expansion, and MR RESCUE) failed to show a benefit of endovascular therapy over intravenous tPA alone. These disappointing results were attributed to several factors:
– Use of older, less effective devices
– Lack of vascular imaging to confirm large vessel occlusion before enrollment
– Significant treatment delays
– Inclusion of patients with established infarcts

Modern Stent Retrievers and Aspiration Techniques

The landscape of stroke treatment was transformed by the development of stent retrievers:

Stent retrievers represented a significant technological advancement, consisting of self-expanding stent-like devices deployed within the thrombus. The stent struts embed into the clot, allowing retrieval of the device and captured thrombus. Key advantages included:
– Higher recanalization rates (70-90%)
– Faster procedure times
– Lower complication rates
– Ability to resheath and reposition

Beginning in 2015, five landmark randomized controlled trials (MR CLEAN, ESCAPE, SWIFT PRIME, EXTEND-IA, and REVASCAT) demonstrated overwhelming efficacy of endovascular thrombectomy using predominantly stent retrievers for anterior circulation large vessel occlusions within 6 hours of symptom onset. These trials showed absolute increases in functional independence of 13-31% compared to medical therapy alone, with numbers needed to treat as low as 3-7 to achieve functional independence.

Concurrently, direct aspiration techniques evolved, with the development of large-bore aspiration catheters designed to engage and remove thrombi through suction force alone. The ADAPT (A Direct Aspiration first Pass Technique) approach demonstrated comparable efficacy to stent retrievers in some studies, with potential advantages of simplicity and cost-effectiveness.

The field has subsequently evolved to incorporate combination approaches, extended time windows, and refined patient selection criteria, establishing mechanical thrombectomy as the standard of care for eligible patients with acute ischemic stroke due to large vessel occlusion.

Current Techniques and Approaches

Patient Selection and Imaging

Appropriate patient selection is crucial for optimal outcomes in mechanical thrombectomy:

Clinical Selection Criteria:
– Significant neurological deficit (typically NIHSS ≥6, though lower scores may be considered with disabling deficits)
– Pre-stroke functional independence (typically mRS 0-2)
– Absence of severe comorbidities limiting potential benefit
– Age is not an absolute criterion, with evidence supporting benefit in selected elderly patients

Core Imaging Requirements:
– Confirmation of large vessel occlusion (LVO) in a treatable location:
Internal carotid artery (ICA)
Middle cerebral artery (MCA) – M1 and proximal M2 segments
Basilar artery
Vertebral artery (in selected cases)
– Assessment of infarct core and penumbra

Imaging Modalities:
– Non-contrast CT: Rapid assessment to exclude hemorrhage and evaluate early ischemic changes
– CT Angiography (CTA): Confirms LVO and evaluates vascular anatomy
– CT Perfusion (CTP): Assesses infarct core and penumbra
– MRI with diffusion and perfusion: Alternative to CT-based evaluation with higher sensitivity for early infarction
– Multiphase CTA: Evaluates collateral circulation

Advanced Selection Paradigms:
– Time-based selection: Within 6 hours of symptom onset, minimal imaging requirements (non-contrast CT and vascular imaging)
– Tissue-based selection: Extended time windows (6-24 hours) requiring demonstration of salvageable tissue (small core, substantial penumbra)
– DAWN trial criteria: Clinical-imaging mismatch using age-stratified thresholds
– DEFUSE 3 criteria: Target mismatch profile (infarct core <70mL, mismatch ratio >1.8, mismatch volume >15mL)

The evolution from strict time windows to tissue-based selection represents a paradigm shift in stroke treatment, recognizing that individual patients have different rates of infarct progression based on collateral circulation and other factors.

Técnicas de procedimiento

Modern mechanical thrombectomy encompasses several technical approaches:

Procedural Setup:
– Typically performed under conscious sedation or general anesthesia
– Femoral artery access with 8-9F sheath
– Systemic heparinization (typically 50-70 units/kg)
– Biplane fluoroscopy preferred but single-plane acceptable
– Continuous monitoring of vital signs and neurological status if under conscious sedation

Stent Retriever Technique:
1. Navigation of guide catheter/sheath to cervical internal carotid or vertebral artery
2. Advancement of intermediate/distal access catheter to proximal intracranial vasculature
3. Microcatheter navigation past the occlusion under microwire guidance
4. Microwire removal and confirmation of intraluminal position with microinjection
5. Deployment of stent retriever across the thrombus
6. Waiting period (3-5 minutes) to allow stent integration with thrombus
7. Simultaneous retrieval of stent retriever and intermediate catheter with aspiration
8. Assessment of recanalization and repeat if necessary

Direct Aspiration Technique (ADAPT):
1. Navigation of large-bore aspiration catheter directly to face of thrombus
2. Application of continuous aspiration using pump or manual syringe
3. Gentle withdrawal of catheter if thrombus engaged
4. Assessment of recanalization and repeat or switch to stent retriever if unsuccessful

Combined Techniques:
– Solumbra: Stent retriever with simultaneous distal aspiration
– SAVE: Stent retriever with simultaneous aspiration through balloon guide catheter and distal aspiration catheter
– ARTS: Aspiration-retriever technique for stroke with proximal flow arrest using balloon guide catheter

Adjunctive Approaches:
– Balloon guide catheters for proximal flow arrest during retrieval
– Rescue angioplasty and/or stenting for underlying stenosis
– Intra-arterial thrombolytics for distal emboli or persistent occlusion
– Glycoprotein IIb/IIIa inhibitors for endothelial protection or residual thrombus

Technical Considerations:
– First pass effect: Growing evidence that achieving complete recanalization on the first attempt correlates with better outcomes
– Number of passes: Diminishing returns and increasing complication rates after 3-5 attempts
– Distal access: Positioning intermediate catheter as close to thrombus as safely possible
– Balloon guide catheter use associated with higher recanalization rates and better outcomes in some studies
– Careful attention to preventing emboli to new territories

The field continues to evolve with refinements in technique, device design, and approaches to challenging anatomy. The optimal approach may vary based on specific patient factors, occlusion characteristics, and operator experience.

Periprocedural Management

Comprehensive care extends beyond the thrombectomy procedure itself:

Pre-procedural Considerations:
– Rapid triage and minimal door-to-puncture times
– Concurrent administration of IV tPA if eligible (no evidence of harm and potential synergistic benefit)
– Blood pressure management:
Pre-recanalization: Permissive hypertension (typically SBP ≤185 mmHg)
Careful monitoring during induction of anesthesia to avoid hypotension
– Anesthesia considerations:
Conscious sedation vs. general anesthesia remains debated
Recent trials suggest similar outcomes with either approach when managed appropriately
Critical to avoid hypotension and delays associated with anesthesia induction
– Antiplatelet/anticoagulation management:
IV tPA does not preclude thrombectomy
Direct oral anticoagulants may increase hemorrhagic risk but are not absolute contraindications
Platelet function/count assessment if history suggests abnormalities

Intraprocedural Management:
– Continuous hemodynamic monitoring
– Target systolic blood pressure 140-180 mmHg during procedure
– Maintenance of normothermia
– Close neurological monitoring if under conscious sedation
– Judicious fluid management
– Consideration of intraprocedural heparinization (ACT 250-300 seconds)

Post-procedural Care:
– Immediate post-procedure imaging to assess for hemorrhagic complications
– Admission to neurocritical care or stroke unit with neurological checks
– Blood pressure targets:
With successful recanalization: SBP <140-160 mmHg
With incomplete recanalization: Higher targets may be considered
– Initiation of secondary prevention based on stroke etiology
– Swallowing assessment before oral intake
– Early mobilization when stable
– Comprehensive rehabilitation assessment

Management of Complications:
– Symptomatic intracranial hemorrhage (occurs in 4-7%):
Immediate reversal of anticoagulation if applicable
Consideration of platelet transfusion if on antiplatelet therapy
Neurosurgical consultation for significant mass effect
Blood pressure reduction
– Vessel perforation (occurs in 0.7-4.9%):
Immediate balloon occlusion proximal to perforation
Reversal of anticoagulation
Consideration of embolization materials or covered stents
– Embolization to new territory (occurs in 1-8.6%):
Assessment of clinical significance
Consideration of additional thrombectomy if clinically relevant
– Vasospasm:
Intra-arterial vasodilators (verapamil, nicardipine)
Supportive care and monitoring

Optimal periprocedural management requires a multidisciplinary approach involving neurologists, neurointerventionalists, neurointensivists, anesthesiologists, and specialized nursing care. Protocols for rapid assessment, treatment, and management of complications are essential to maximize good outcomes.

Pruebas clínicas y resultados

Landmark Trials

A series of pivotal trials established the efficacy of mechanical thrombectomy:

2015 Trials (Early Window):
Five randomized controlled trials published in 2015 transformed the landscape of acute stroke care by demonstrating the clear benefit of endovascular thrombectomy:

  • MR CLEAN (Netherlands):
  • First positive trial, included 500 patients within 6 hours of onset
  • Functional independence (mRS 0-2) at 90 days: 32.6% vs. 19.1% (absolute difference 13.5%)
  • NNT = 7.4 to achieve functional independence

  • ESCAPE (Canada, USA, South Korea, Ireland):

  • 316 patients within 12 hours, stopped early for efficacy
  • Functional independence: 53.0% vs. 29.3% (absolute difference 23.7%)
  • Mortality reduction: 10.4% vs. 19.0%
  • NNT = 4.2 for functional independence

  • SWIFT PRIME (USA, Europe):

  • 196 patients within 6 hours, stopped early for efficacy
  • Functional independence: 60% vs. 35% (absolute difference 25%)
  • NNT = 4 for functional independence

  • EXTEND-IA (Australia, New Zealand):

  • 70 patients within 6 hours with salvageable tissue on perfusion imaging, stopped early
  • Functional independence: 71% vs. 40% (absolute difference 31%)
  • NNT = 3.2 for functional independence

  • REVASCAT (Spain):

  • 206 patients within 8 hours, stopped early
  • Functional independence: 43.7% vs. 28.2% (absolute difference 15.5%)
  • NNT = 6.5 for functional independence

Key features of these trials included:
– Use of modern devices (predominantly stent retrievers)
– Confirmation of large vessel occlusion before randomization
– Faster treatment times than previous trials
– More stringent imaging selection in some trials

Extended Window Trials:
Two landmark trials subsequently demonstrated efficacy in extended time windows with appropriate patient selection:

  • DAWN (2018):
  • 206 patients, 6-24 hours after last known well
  • Selected patients with clinical-imaging mismatch (severe deficit with small infarct)
  • Functional independence: 49% vs. 13% (absolute difference 36%)
  • NNT = 2.8 for functional independence
  • Stopped early for overwhelming efficacy

  • DEFUSE 3 (2018):

  • 182 patients, 6-16 hours after last known well
  • Selected patients with perfusion imaging mismatch
  • Functional independence: 45% vs. 17% (absolute difference 28%)
  • NNT = 3.6 for functional independence
  • Stopped early for overwhelming efficacy

These extended window trials represented a paradigm shift from time-based to tissue-based selection, demonstrating that patients with favorable imaging profiles could benefit from thrombectomy up to 24 hours after symptom onset.

Posterior Circulation Trials:
Evidence for thrombectomy in posterior circulation strokes has been more limited:

  • BEST (2019): Terminated early due to crossovers, intention-to-treat analysis negative
  • BASICS (2021): No significant difference in favorable outcome overall, but pre-specified subgroup analysis suggested benefit in patients with NIHSS ≥10

Recent meta-analyses suggest benefit of thrombectomy for basilar artery occlusion, particularly when performed early and in patients with severe deficits.

The overwhelming evidence from these trials has established mechanical thrombectomy as the standard of care for eligible patients with acute ischemic stroke due to large vessel occlusion, with some of the largest treatment effects ever observed in stroke trials.

Real-World Outcomes

Implementation of thrombectomy in clinical practice has generally validated trial results:

Effectiveness in Clinical Practice:
– Multiple national and international registries have demonstrated outcomes comparable to clinical trials when treatment is delivered in a timely manner
– HERMES meta-analysis of trial data showed functional independence in 46% of thrombectomy patients vs. 26.5% of control patients
– Real-world registries typically show functional independence rates of 35-50%
– Mortality rates in practice (15-20%) slightly higher than in trials, reflecting broader patient selection

Factors Affecting Outcomes:
– Time to treatment remains critical:
Each hour delay to reperfusion associated with 5-6% lower probability of good outcome
“Time is brain” concept remains valid despite extended windows
– Baseline infarct volume strongly predicts outcome
– Collateral status significantly impacts tissue viability and treatment response
– Complete recanalization (mTICI 2c/3) associated with better outcomes than partial recanalization
– First pass effect (complete recanalization on first attempt) associated with superior outcomes
– Comorbidities and age impact recovery potential but should not exclude patients categorically

Implementation Challenges:
– Systems of care:
Need for rapid identification and transfer protocols
Development of comprehensive stroke centers and thrombectomy-capable centers
Mobile stroke units in some regions to accelerate diagnosis and triage
– Geographic disparities in access to thrombectomy-capable centers
– Workforce limitations in neurointerventional specialists
– Financial and resource constraints in some healthcare systems
– Delays in door-to-puncture and door-to-recanalization times compared to trials

Quality Metrics:
– Door-to-puncture time: Target <60 minutes
– Puncture-to-recanalization time: Target <30 minutes
– First pass effect rate
– Final mTICI 2b/3 recanalization rate: Target >70%
– Symptomatic intracranial hemorrhage rate: Target <7%
– Embolization to new territory rate: Target <7%
– 90-day functional independence rate

The translation of clinical trial results to real-world practice has been largely successful, though challenges remain in ensuring equitable access to this highly effective treatment. Ongoing quality improvement initiatives focus on reducing treatment delays and optimizing patient selection to maximize the population benefit of mechanical thrombectomy.

Orientaciones futuras

Expanding Indications

The frontier of mechanical thrombectomy continues to evolve:

Beyond Current Guidelines:
– Milder Strokes (NIHSS <6):
ENDOLOW trial ongoing
Potential benefit for disabling deficits despite low NIHSS
Challenge of risk-benefit balance with milder symptoms
– Distal Occlusions:
M2, M3, and A2-A3 occlusions
Smaller devices designed for distal vasculature
DISTALS registry suggests benefit for selected M2 occlusions
ATTENTION trial demonstrated benefit for distal occlusions
– Large Core Infarcts:
Traditional exclusion if ASPECTS <6 or core >70mL
SELECT 2 trial showed benefit even with ASPECTS 3-5
TENSION trial examining thrombectomy for large core infarcts
Potential for significant disability reduction even without achieving independence
– Posterior Circulation:
ATTENTION trial demonstrated benefit for basilar occlusion
BAOCHE trial ongoing
Technical challenges of vertebrobasilar anatomy
Potentially devastating outcomes without treatment

Special Populations:
– Pediatric Stroke:
Limited evidence but case series suggest safety and efficacy
Technical considerations for smaller vessels
Save ChildS Pro registry ongoing
– Pregnant Patients:
Case reports demonstrate feasibility with radiation minimization
Benefit likely outweighs risk in severe stroke
– Elderly Patients (>90 years):
Subgroup analyses suggest benefit despite lower overall good outcomes
Individualized decision-making based on pre-stroke function
– Tandem Lesions:
Extracranial ICA stenosis/occlusion with intracranial occlusion
Debate regarding optimal management (angioplasty/stenting vs. intracranial thrombectomy alone)
TITAN registry suggests benefit of emergent carotid stenting

Novel Applications:
– Primary Thrombectomy:
Direct thrombectomy without prior IV thrombolysis
SWIFT DIRECT, SKIP, and MR CLEAN-NO IV trials with varying results
Potential benefit in anticoagulated patients or those with contraindications to tPA
– Cerebral Venous Thrombosis:
Emerging application for severe cases
Technical adaptations for venous system
TO-ACT trial neutral but may have been underpowered
– Neuroprotection Combined with Thrombectomy:
Adjunctive therapies to protect penumbra during recanalization
Several agents under investigation (NA-1, uric acid, remote ischemic conditioning)

The expansion of thrombectomy indications represents a balance between extending the benefits of this highly effective treatment to more patients while maintaining favorable risk-benefit profiles. Ongoing and future trials will help define the optimal patient populations and approaches for these expanded indications.

Innovaciones tecnológicas

Rapid technological advancement continues to improve thrombectomy capabilities:

Next-Generation Devices:
– Advanced Stent Retrievers:
Larger interaction surface with thrombus
Variable stiffness designs for different clot compositions
Dual-layer designs to reduce fragmentation and distal embolization
Specialized designs for specific anatomical challenges
– Aspiration Technology:
Larger bore catheters with improved trackability
Specialized tip designs for better thrombus engagement
Improved pump systems with controlled vacuum
Combined aspiration-retriever systems in single devices
– Distal Access Catheters:
Improved navigability to reach more distal occlusions
Better support for thrombectomy devices
Reduced vessel trauma during navigation
– Novel Mechanisms:
Mechanical clot disruption devices
Ultrasound-enhanced thrombolysis
Laser-based thrombus fragmentation
Controlled vacuum extraction systems

Imaging and Navigation Advances:
– Real-time Assessment Tools:
Angiographic perfusion assessment during procedure
Intravascular optical coherence tomography for thrombus characterization
Intra-procedural assessment of tissue perfusion
– Advanced Navigation:
Robotic-assisted thrombectomy systems
Electromagnetic navigation for reduced radiation
Augmented reality guidance systems
Fusion imaging combining pre-procedural and intra-procedural data
– Artificial Intelligence Applications:
Automated large vessel occlusion detection
Predictive models for procedural success
Real-time decision support during procedures
Automated perfusion analysis

Adjunctive Technologies:
– Combined Approaches:
Sonothrombolysis with mechanical thrombectomy
Targeted drug delivery systems
Local hypothermia during recanalization
– Neuroprotective Strategies:
Direct cooling catheters
Selective brain cooling devices
Pharmacological neuroprotection delivered during procedure
– Hemodynamic Support:
Improved balloon guide catheters
Flow reversal systems
Controlled reperfusion to mitigate reperfusion injury

These technological innovations aim to address current limitations in mechanical thrombectomy, including:
– Improving complete recanalization rates (currently 70-90%)
– Reducing procedure times
– Enabling treatment of more distal occlusions
– Minimizing complications such as embolization to new territories
– Improving outcomes through adjunctive neuroprotection

The rapid pace of innovation in this field promises continued improvements in procedural success and patient outcomes, though careful clinical evaluation will be necessary to determine which advances provide meaningful clinical benefits.

Training and Systems of Care

Expanding access to thrombectomy requires addressing workforce and systems challenges:

Workforce Development:
– Training Pathways:
Traditional neurointerventional training through neurology, neurosurgery, or radiology
Fellowship standardization efforts
Simulation-based training programs
Competency-based assessment tools
Minimum volume requirements for maintenance of skills
– Expanding Provider Base:
Interventional neurologists
Endovascular neurosurgeons
Interventional radiologists with neurointerventional training
Debates regarding appropriate training requirements
Balance between access and quality considerations

Systems of Care Models:
– Hub and Spoke Networks:
Comprehensive stroke centers (hubs) with thrombectomy capability
Primary stroke centers (spokes) with rapid transfer protocols
Mobile stroke units to accelerate diagnosis and triage
Telestroke networks for remote assessment and selection
– Direct Transport vs. Drip and Ship:
Ongoing debate regarding optimal pre-hospital triage
RACECAT trial suggested non-inferiority of initial transport to local center
Need for region-specific protocols based on geography and resources
Prehospital scales for LVO identification with moderate sensitivity/specificity
– Quality Improvement Initiatives:
Standardized metrics and benchmarks
National and international registries
Certification programs for thrombectomy-capable centers
Continuous feedback and process improvement

Global Access Challenges:
– Geographic Disparities:
Urban vs. rural access differences
International variations in thrombectomy availability
Resource-limited settings with minimal neurointerventional capability
– Economic Considerations:
Cost-effectiveness demonstrated in multiple studies
Initial investment requirements for equipment and training
Reimbursement challenges in some healthcare systems
Resource allocation decisions in limited-resource settings
– Innovative Solutions:
Teleproctoring for centers developing thrombectomy programs
Portable angiography systems
Regional coordination to maximize resource utilization
Public-private partnerships for technology access

The future of mechanical thrombectomy will depend not only on technological advances but also on successful implementation of systems to deliver this highly effective treatment to all eligible patients. This will require coordinated efforts in workforce development, systems organization, and resource allocation to ensure equitable access to this life-saving and disability-reducing intervention.

Descargo de responsabilidad médica

Aviso importante: This information is provided for educational purposes only and does not constitute medical advice. Mechanical thrombectomy for acute ischemic stroke requires specialized training, equipment, and expertise. The techniques described should only be performed by qualified healthcare professionals with appropriate training in neurointerventional procedures. Patient selection and management decisions should be made on an individual basis considering all relevant clinical factors. This article is not a substitute for professional medical judgment, diagnosis, or treatment. Patients experiencing stroke symptoms should seek immediate emergency medical attention, as rapid treatment is essential for optimal outcomes.

Conclusión

Mechanical thrombectomy represents one of the most significant advances in stroke treatment in recent decades, offering hope to patients who previously faced devastating disability or death from large vessel occlusion strokes. The evolution from conservative management to the current era of highly effective endovascular therapy has been driven by technological innovation, clinical research, and systems development.

The overwhelming evidence from multiple randomized controlled trials has established mechanical thrombectomy as the standard of care for eligible patients with acute ischemic stroke due to large vessel occlusion, with some of the largest treatment effects ever observed in stroke trials. The extension of treatment windows based on tissue viability rather than time alone has further expanded the population that can benefit from this intervention.

Current techniques continue to evolve, with ongoing refinements in device design, procedural approaches, and periprocedural management. The real-world implementation of thrombectomy has generally validated trial results, though challenges remain in ensuring equitable access to this highly effective treatment.

The future of mechanical thrombectomy lies in expanding indications to include more patient populations, technological innovations to improve procedural success and safety, and development of systems of care to ensure all eligible patients have access to this life-saving treatment. As these advances continue, the devastating impact of acute ischemic stroke may be significantly reduced for an ever-growing number of patients worldwide.

The field of mechanical thrombectomy exemplifies the power of multidisciplinary collaboration, technological innovation, and rigorous clinical research to transform patient care and outcomes. The continued evolution of this treatment modality promises further improvements in the management of one of medicine’s most challenging conditions.