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BACKGROUND: Stereotactic thrombolysis reduces intracerebral haemorrhage (ICH) volume in patients with spontaneous ICH. Whether intrahaematomal alteplase administration is associated with a change in intraventricular haemorrhage volume (deltaIVH) and functional outcomes is unknown. METHODS: Post hoc secondary analysis of the Minimally Invasive Surgery plus Alteplase for Intracerebral Hemorrhage Evacuation Phase III (MISTIE-III) trial in patients with IVH on the stability CT scan. Exposure was minimally invasive surgery plus alteplase (MIS+alteplase). Primary outcome was deltaIVH defined as IVH volume on end-of-treatment CT minus IVH volume on stability CT scan. Secondary outcomes were favourable functional outcome (modified Rankin Scale 0-3) and mortality at 365 days. We assessed the relationship between MIS+alteplase and deltaIVH in the primary analysis using multivariable linear regression, and between deltaIVH and functional outcomes in secondary analyses using multiple logistic regression. RESULTS: Of 499 patients in MISTIE-III, 310 (62.1%) had IVH on stability scans; mean age (SD) was 61.2±12.3 years. A total of 146 (47.1%) received the MISTIE procedure and 164 (52.9%) standard medical care (SMC) only. The MIS+alteplase group had a greater mean reduction in IVH volume compared with the SMC group (deltaIVH: -2.35 (5.30) mL vs -1.15 (2.96) mL, p=0.02). While IVH volume decreased significantly in both treatment groups, in the primary analysis, MIS+alteplase was associated with greater deltaIVH in multivariable linear regression analysis adjusted for potential confounders (ß -0.80; 95% CI -1.37 to -0.22, p=0.007). Secondary analysis demonstrated no associations between IVH reduction and functional outcomes (adjusted OR (aOR) for poor outcome 1.02; 95% CI 0.96 to 1.08, p=0.61; aOR for mortality 0.99; 95% CI 0.92 to 1.06, p=0.77). CONCLUSIONS: Alteplase delivered into the ICH in MISTIE-III subjects with IVH was associated with a small reduction in IVH volume. This reduction did not translate into a significant benefit in mortality or functional outcomes at 365 days. TRIAL REGISTRATION NUMBER: NCT01827046.
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BACKGROUND: Ischemic lesions on diffusion weighted imaging (DWI) are common after acute spontaneous intracerebral hemorrhage (ICH) but are poorly understood for large ICH volumes (> 30 mL). We hypothesized that large blood pressure drops and effect modification by cerebral small vessel disease markers on magnetic resonance imaging (MRI) are associated with DWI lesions. METHODS: This was an exploratory analysis of participants in the Minimally Invasive Surgery Plus Alteplase for Intracerebral Hemorrhage Evacuation phase 3 trial with protocolized brain MRI scans within 7 days from ICH. Multivariable logistic regression analysis was performed to assess biologically relevant factors associated with DWI lesions, and relationships between DWI lesions and favorable ICH outcomes (modified Rankin Scale 0-3). RESULTS: Of 499 enrolled patients, 300 had MRI at median 7.5 days (interquartile range 7-8), and 178 (59%) had DWI lesions. The incidence of DWI lesions was higher in patients with systolic blood pressure (SBP) reduction ≥ 80 mm Hg in first 24 h (76%). In adjusted models, factors associated with DWI lesions were as follows: admission intraventricular hematoma volume (p = 0.03), decrease in SBP ≥ 80 mm Hg from admission to day 1 (p = 0.03), and moderate-to-severe white matter disease (p = 0.01). Patients with DWI lesions had higher odds of severe disability at 1 month (p = 0.04), 6 months (p = 0.036), and 12 months (p < 0.01). No evidence of effect modification by cerebral small vessel disease on blood pressure was found. CONCLUSIONS: In patients with large hypertensive ICH, white matter disease, intraventricular hemorrhage volume, and large reductions in SBP over the first 24 h were independently associated with DWI lesions. Further investigation of potential hemodynamic mechanisms of ischemic injury after large ICH is warranted.
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BACKGROUND AND PURPOSE: Intracerebral hemorrhage (ICH) and intraventricular hemorrhage (IVH) clinical trials rely on manual linear and semi-quantitative (LSQ) estimators like the ABC/2, modified Graeb and IVH scores for timely volumetric estimation from CT. Deep learning (DL) volumetrics of ICH have recently approached the accuracy of gold-standard planimetry. However, DL and LSQ strategies have been limited by unquantified uncertainty, in particular when ICH and IVH estimates intersect. Bayesian deep learning methods can be used to approximate uncertainty, presenting an opportunity to improve quality assurance in clinical trials. METHODS: A DL model was trained to simultaneously segment ICH and IVH using diagnostic CT data from the Minimally Invasive Surgery Plus Alteplase for ICH Evacuation (MISTIE) III and Clot Lysis: Evaluating Accelerated Resolution of IVH (CLEAR) III clinical trials. Bayesian uncertainty approximation was performed using Monte-Carlo dropout. We compared the performance of our model with estimators used in the CLEAR IVH and MISTIE II trials. The reliability of planimetry, DL, and LSQ volumetrics in the setting of high ICH and IVH intersection is quantified using consensus estimates. RESULTS: Our DL model produced volume correlations and median Dice scores of .994 and .946 for ICH in MISTIE II, and .980 and .863 for IVH in CLEAR IVH, respectively, outperforming LSQ estimates from the clinical trials. We found significant linear relationships between ICH uncertainty, Dice scores (r = -.849), and relative volume difference (r = .735). CONCLUSION: In our validation clinical trial dataset, DL models with Bayesian uncertainty approximation provided superior volumetric estimates to LSQ methods with real-time estimates of model uncertainty.