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NeurologyClinical Practice5 min read

Association of Prethrombectomy Hemorrhagic Infarction on MRI With Further Transformation and Functional Outcomes: A Multicenter Study

Although not a contraindication to MT, identifying HI may aid in periprocedural risk stratification and serve as a candidate marker for future neuroprotective trials.

Published in NeurologyObservational cohort study
4/5 Strong Trial
Evidence Meter · 4/5

Strong Clinical Evidence

Tested directly in patients through a prospective clinical trial or large multicenter human cohort.

Source

Follow-Up Window

90-day

HI detected on pretreatment MRI is an independent predictor of poor long-term functional outcomes and correlates with post-MT PH/SICH. Pre-MT HI may reflect significant blood-brain barrier disruption and microvascular fragility, serving as a marker of reperfusion vulnerability.

What Changes?

Neurology · Clinical Practice

Current Standard

Conventional neurology practice relies on standard-of-care monitoring and existing regimens prior to this observational cohort study.

New Finding

Limitations include the retrospective design and the relatively low frequency of HI, PH, and SICH, which were addressed using Bayesian modeling to quantify uncertainty.

3 Key Takeaways

Plain English Summary
  1. 01Core Finding

    Although postprocedural parenchymal hematoma (PH) predicts poor outcomes, pretreatment hemorrhagic infarction (HI), defined as petechial bleeding within infarcted tissue, is traditionally viewed as a benign radiologic finding.

  2. 02Study Evidence

    Tested in a observational cohort study (479 patients) at the clinical practice stage.

  3. 03Practical Meaning

    Benefits and risks vary by individual health history — discuss with a healthcare professional.

What This Means for You

HI detected on pretreatment MRI is an independent predictor of poor long-term functional outcomes and correlates with post-MT PH/SICH. Pre-MT HI may reflect significant blood-brain barrier disruption and microvascular fragility, serving as a marker of reperfusion vulnerability. Limitations include the retrospective design and the relatively low frequency of HI, PH, and SICH, which were addressed using Bayesian modeling to quantify uncertainty. Although not a contraindication to MT, identifying HI may aid in periprocedural risk stratification and serve as a candidate marker for future neuroprotective trials.

The Discovery

Mechanical thrombectomy (MT) is the standard of care for acute ischemic stroke from large vessel occlusion (LVO). Although postprocedural parenchymal hematoma (PH) predicts poor outcomes, pretreatment hemorrhagic infarction (HI), defined as petechial bleeding within infarcted tissue, is traditionally viewed as a benign radiologic finding. Its significance on sensitive preintervention MRI remains underexplored. We evaluated whether pretreatment MRI HI is associated with 90-day functional dependence, post-MT PH, and symptomatic intracerebral hemorrhage (SICH). This retrospective cohort study included consecutive patients with anterior circulation LVO undergoing MT at 2 stroke centers (2015-2022). Patients required pre-MT T2*-weighted MRI. HI was graded (types I/II) per European Cooperative Acute Stroke Study III criteria in blinded fashion. The primary outcome was 90-day functional dependence (modified Rankin Scale 3-6). Secondary outcomes were post-MT ipsilateral PH and SICH. We used multivariable Bayesian and frequentist logistic regression to adjust for age, sex, NIH Stroke Scale, baseline disability, comorbidities, infarct volume, and procedural factors. Among 479 patients (median age 72 years; 46% female; 50% received IV thrombolysis), pretreatment HI was identified in 25 (5.2%), with excellent inter-rater agreement (Cohen κ = 0.9). Functional dependence at 90 days occurred in 47% of the total cohort, ipsilateral PH in 9.4%, and SICH in 3.1%. In multivariable analysis, pre-MT HI was independently associated with 90-day functional dependence (Bayesian adjusted odds ratio [aOR] 6.66, 95% credible interval [CrI] 2.15-24.28, Pr[OR > 1] = 1.00; frequentist aOR 5.95, 95% CI 1.91-18.52, p = 0.002). Pre-MT HI also demonstrated a high posterior probability of association with post-MT ipsilateral PH (Bayesian aOR 2.76, 95% CrI 0.73-9.26, Pr[OR > 1] = 0.94; frequentist aOR 2.84, 95% CI 0.84-9.58, p = 0.091) and SICH (Bayesian aOR 5.59, 95% CrI 0.63-34.92, Pr[OR > 1] = 0.95; frequentist aOR 6.02, 95% CI 1.00-36.11, p = 0.049).

How It Works, Simply

This neurology research focuses on neuroprotective & synaptic (measurable biological signal) pathway. Researchers evaluated it using an observational cohort study (479 patients) at the clinical practice stage of medical research.

3 Key Takeaways

Clinical Takeaways
  1. 01Core Finding

    Although postprocedural parenchymal hematoma (PH) predicts poor outcomes, pretreatment hemorrhagic infarction (HI), defined as petechial bleeding within infarcted tissue, is traditionally viewed as a benign radiologic finding.

  2. 02Study Evidence

    Tested in a observational cohort study (479 patients) at the clinical practice stage.

  3. 03Practical Meaning

    Benefits and risks vary by individual health history — discuss with a healthcare professional.

Key Numbers

Quantitative Study Readout
479 patients
Study Cohort
01

Biological Mechanism & Study Design

Study Design & Cohort

Observational cohort study

Observational cohort study (479 patients) · Clinical Practice

Biological Pathway & Modality

Neuroprotective & synaptic pathway

Intervention: Association of Prethrombectomy Hemorrhagic Infarction on MRI With Further

02

Experimental Findings & Endpoints

Mechanical thrombectomy (MT) is the standard of care for acute ischemic stroke from large vessel occlusion (LVO).

Although postprocedural parenchymal hematoma (PH) predicts poor outcomes, pretreatment hemorrhagic infarction (HI), defined as petechial bleeding within infarcted tissue, is traditionally viewed as a benign radiologic finding. Its significance on sensitive preintervention MRI remains underexplored.

We evaluated whether pretreatment MRI HI is associated with 90-day functional dependence, post-MT PH, and symptomatic intracerebral hemorrhage (SICH). This retrospective cohort study included consecutive patients with anterior circulation LVO undergoing MT at 2 stroke centers (2015-2022).

Patients required pre-MT T2*-weighted MRI. HI was graded (types I/II) per European Cooperative Acute Stroke Study III criteria in blinded fashion.

The primary outcome was 90-day functional dependence (modified Rankin Scale 3-6). Secondary outcomes were post-MT ipsilateral PH and SICH.

We used multivariable Bayesian and frequentist logistic regression to adjust for age, sex, NIH Stroke Scale, baseline disability, comorbidities, infarct volume, and procedural factors. Among 479 patients (median age 72 years; 46% female; 50% received IV thrombolysis), pretreatment HI was identified in 25 (5.2%), with excellent inter-rater agreement (Cohen κ = 0.9).

Functional dependence at 90 days occurred in 47% of the total cohort, ipsilateral PH in 9.4%, and SICH in 3.1%. In multivariable analysis, pre-MT HI was independently associated with 90-day functional dependence (Bayesian adjusted odds ratio [aOR] 6.66, 95% credible interval [CrI] 2.15-24.28, Pr[OR > 1] = 1.00; frequentist aOR 5.95, 95% CI 1.91-18.52, p = 0.002).

Pre-MT HI also demonstrated a high posterior probability of association with post-MT ipsilateral PH (Bayesian aOR 2.76, 95% CrI 0.73-9.26, Pr[OR > 1] = 0.94; frequentist aOR 2.84, 95% CI 0.84-9.58, p = 0.091) and SICH (Bayesian aOR 5.59, 95% CrI 0.63-34.92, Pr[OR > 1] = 0.95; frequentist aOR 6.02, 95% CI 1.00-36.11, p = 0.049).

03

Clinical Translation & Practice Context

HI detected on pretreatment MRI is an independent predictor of poor long-term functional outcomes and correlates with post-MT PH/SICH.

Pre-MT HI may reflect significant blood-brain barrier disruption and microvascular fragility, serving as a marker of reperfusion vulnerability. Limitations include the retrospective design and the relatively low frequency of HI, PH, and SICH, which were addressed using Bayesian modeling to quantify uncertainty.

Although not a contraindication to MT, identifying HI may aid in periprocedural risk stratification and serve as a candidate marker for future neuroprotective trials.

03

The Bottom Line · Clinical Pearl

“HI detected on pretreatment MRI is an independent predictor of poor long-term functional outcomes and correlates with post-MT PH/SICH. Pre-MT HI may reflect significant blood-brain barrier disruption and microvascular fragility, serving as a marker of reperfusion vulnerability.”

Published in Neurology · Current Stage: Clinical Practice

Neurology · Clinical Practice
Study Type
Observational cohort study

Observational cohort study (479 patients)

Evidence Score
4/5 · Strong Clinical Evidence
Evidence Meter · 4/5

Strong Clinical Evidence

Tested directly in patients through a prospective clinical trial or large multicenter human cohort.

Tested directly in patients through a prospective clinical trial or large multicenter human cohort.

Who It Applies To
Patients with anterior circulation LVO undergoing MT at 2 stroke centers
Intervention & Mechanism
Association of Prethrombectomy Hemorrhagic Infarction on MRI With Further

Neuroprotective & synaptic biomarker (measurable biological signal) pathway

Key Limitation
Benefits and risks vary by individual health history — discuss with a healthcare professional.

Translational Stage

LEVEL 1 · Clinical Practice

Classified as Observational cohort study along the clinical evidence continuum

  1. Lab & Discovery
  2. Early Trials
  3. Human Evidence
  4. 4Clinical PracticeActive

Indexed Clinical Entities

Original Publication & AMA Citation

Association of Prethrombectomy Hemorrhagic Infarction on MRI With Further Transformation and Functional Outcomes: A Multicenter Study. Neurology. Published 2026;Nov 15. Accessed November 15, 2026. https://pubmed.ncbi.nlm.nih.gov/43008256/

Neurology

https://pubmed.ncbi.nlm.nih.gov/43008256/

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