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1.
Neurocrit Care ; 40(2): 807-815, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37919545

RESUMO

Patients with acute spontaneous intracerebral hemorrhage (ICH) develop secondary neuroinflammation and cerebral edema that can further damage the brain and lead to increased risk of neurologic complications. Preclinical studies in animal models of acute brain injury have shown that a novel small-molecule drug candidate, MW01-6-189WH (MW189), decreases neuroinflammation and cerebral edema and improves functional outcomes. MW189 was also safe and well tolerated in phase 1 studies in healthy adults. The proof-of-concept phase 2a Biomarker and Edema Attenuation in IntraCerebral Hemorrhage (BEACH) clinical trial is a first-in-patient, multicenter, randomized, double-blind, placebo-controlled trial. It is designed to determine the safety and tolerability of MW189 in patients with acute ICH, identify trends in potential mitigation of neuroinflammation and cerebral edema, and assess effects on functional outcomes. A total of 120 participants with nontraumatic ICH will be randomly assigned 1:1 to receive intravenous MW189 (0.25 mg/kg) or placebo (saline) within 24 h of symptom onset and every 12 h for up to 5 days or until hospital discharge. The 120-participant sample size (60 per group) will allow testing of the null hypothesis of noninferiority with a tolerance limit of 12% and assuming a "worst-case" safety assumption of 10% rate of death in each arm with 10% significance and 80% power. The primary outcome is all-cause mortality at 7 days post randomization between treatment arms. Secondary end points include all-cause mortality at 30 days, perihematomal edema volume after symptom onset, adverse events, vital signs, pharmacokinetics of MW189, and inflammatory cytokine concentrations in plasma (and cerebrospinal fluid if available). Other exploratory end points are functional outcomes collected on days 30, 90, and 180. BEACH will provide important information about the utility of targeting neuroinflammation in ICH and will inform the design of future larger trials of acute central nervous system injury.


Assuntos
Edema Encefálico , Piperazinas , Piridazinas , Piridinas , Adulto , Humanos , Edema Encefálico/etiologia , Edema Encefálico/complicações , Doenças Neuroinflamatórias , Hemorragia Cerebral/complicações , Edema/complicações , Resultado do Tratamento , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Multicêntricos como Assunto , Ensaios Clínicos Fase II como Assunto
2.
J Clin Transl Sci ; 7(1): e170, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37654775

RESUMO

New technologies and disruptions related to Coronavirus disease-2019 have led to expansion of decentralized approaches to clinical trials. Remote tools and methods hold promise for increasing trial efficiency and reducing burdens and barriers by facilitating participation outside of traditional clinical settings and taking studies directly to participants. The Trial Innovation Network, established in 2016 by the National Center for Advancing Clinical and Translational Science to address critical roadblocks in clinical research and accelerate the translational research process, has consulted on over 400 research study proposals to date. Its recommendations for decentralized approaches have included eConsent, participant-informed study design, remote intervention, study task reminders, social media recruitment, and return of results for participants. Some clinical trial elements have worked well when decentralized, while others, including remote recruitment and patient monitoring, need further refinement and assessment to determine their value. Partially decentralized, or "hybrid" trials, offer a first step to optimizing remote methods. Decentralized processes demonstrate potential to improve urban-rural diversity, but their impact on inclusion of racially and ethnically marginalized populations requires further study. To optimize inclusive participation in decentralized clinical trials, efforts must be made to build trust among marginalized communities, and to ensure access to remote technology.

3.
Contemp Clin Trials ; 125: 107067, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36577492

RESUMO

BACKGROUND: Timely trial start-up is a key determinant of trial success; however, delays during start-up are common and costly. Moreover, data on start-up metrics in pediatric clinical trials are sparse. To expedite trial start-up, the Trial Innovation Network piloted three novel mechanisms in the trial titled Dexmedetomidine Opioid Sparing Effect in Mechanically Ventilated Children (DOSE), a multi-site, randomized, double-blind, placebo-controlled trial in the pediatric intensive care setting. METHODS: The three novel start-up mechanisms included: 1) competitive activation; 2) use of trial start-up experts, called site navigators; and 3) supplemental funds earned for achieving pre-determined milestones. After sites were activated, they received a web-based survey to report perceptions of the DOSE start-up process. In addition to perceptions, metrics analyzed included milestones met, time to start-up, and subsequent enrollment of subjects. RESULTS: Twenty sites were selected for participation, with 19 sites being fully activated. Across activated sites, the median (quartile 1, quartile 3) time from receipt of regulatory documents to site activation was 82 days (68, 113). Sites reported that of the three novel mechanisms, the most motivating factor for expeditious activation was additional funding available for achieving start-up milestones, followed by site navigator assistance and then competitive site activation. CONCLUSION: Study start-up is a critical time for the success of clinical trials, and innovative methods to minimize delays during start-up are needed. Milestone-based funds and site navigators were preferred mechanisms by sites participating in the DOSE study and may have contributed to the expeditious start-up timeline achieved. CLINICALTRIALS: gov #: NCT03938857.


Assuntos
Analgésicos Opioides , Humanos , Criança , Método Duplo-Cego , Fatores de Tempo
4.
Clin Ther ; 44(8): 1161-1171, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35918190

RESUMO

PURPOSE: Anhydramnios secondary to anuria before 22 weeks of gestational age and congenital bilateral renal agenesis before 26 weeks of gestational age are collectively referred to as early-pregnancy renal anhydramnios. Early-pregnancy renal anhydramnios occurs in at least 1 in 2000 pregnancies and is considered universally fatal when left untreated because of severe pulmonary hypoplasia precluding ex utero survival The Renal Anhydramnios Fetal Therapy (RAFT) trial is a nonrandomized, nonblinded, multicenter clinical trial designed to assess the efficacy, safety, and feasibility of amnioinfusions for patients with pregnancies complicated by early-pregnancy renal anhydramnios. The primary objective of this study is to determine the proportion of neonates surviving to successful dialysis, defined as use of a dialysis catheter for ≥14 days. METHODS: A consortium of 9 North American Fetal Therapy Network (NAFTNet) centers was formed, and the RAFT protocol was refined in collaboration with the NAFTNet Scientific Committee. Enrollment in the trial began in April 2020. Participants may elect to receive amnioinfusions or to join the nonintervention observational expectant management group. Eligible pregnant women must be at least 18 years of age with a fetal diagnosis of isolated early-pregnancy renal anhydramnios. FINDINGS: In addition to the primary study objective stated above, secondary objectives include (1) to assess maternal safety and feasibility of the serial amnioinfusion intervention (2) to perform an exploratory study of the natural history of untreated early pregnancy renal anhydramnios (3) to examine correlations between prenatal imaging and lung specific factors in amniotic fluid as predictive of the efficacy of serial percutaneous amnioinfusions and (4) to determine short- and long-term outcomes and quality of life in surviving neonates and families enrolled in RAFT IMPLICATIONS: The RAFT trial is the first clinical trial to investigate the efficacy, safety, and feasibility of amnioinfusions to treat the survival-limiting pulmonary hypoplasia associated with anhydramnios. Although the intervention offers an opportunity to treat a condition known to be almost universally fatal in affected neonates, the potential burdens associated with end-stage kidney disease from birth must be acknowledged. CLINICALTRIALS: gov identifier: NCT03101891.


Assuntos
Terapias Fetais , Oligo-Hidrâmnio , Líquido Amniótico , Feminino , Idade Gestacional , Humanos , Recém-Nascido , Estudos Multicêntricos como Assunto , Oligo-Hidrâmnio/terapia , Gravidez , Qualidade de Vida
5.
J Neuroimaging ; 32(5): 968-976, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35434846

RESUMO

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.


Assuntos
Aprendizado Profundo , Teorema de Bayes , Hemorragia Cerebral/diagnóstico por imagem , Hemorragia Cerebral/cirurgia , Ensaios Clínicos como Assunto , Humanos , Reprodutibilidade dos Testes , Ativador de Plasminogênio Tecidual/uso terapêutico
6.
J Stroke Cerebrovasc Dis ; 30(9): 105996, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34303090

RESUMO

OBJECTIVE: We hypothesize that procedure deployment rates and technical performance with minimally invasive surgery and thrombolysis for intracerebral hemorrhage (ICH) evacuation (MISTIE) can be enhanced in post-trial clinical practice, per Phase III trial results and lessons learned. MATERIALS AND METHODS: We identified ICH patients and those who underwent MISTIE procedure between 2017-2021 at a single site, after completed enrollments in the Phase III trial. Deployment rates, complications and technical outcomes were compared to those observed in the trial. Initial and final hematoma volume were compared between site measurements using ABC/2, MISTIE trial reading center utilizing manual segmentation, and a novel Artificial Intelligence (AI) based volume assessment. RESULTS: Nineteen of 286 patients were eligible for MISTIE. All 19 received the procedure (6.6% enrollment to screening rate 6.6% compared to 1.6% at our center in the trial; p=0.0018). Sixteen patients (84%) achieved evaculation target < 15 mL residual ICH or > 70% removal, compared to 59.7% in the trial surgical cohort (p=0.034). No poor catheter placement occurred and no surgical protocol deviations. Limitations of ICH volume assessments using the ABC/2 method were shown, while AI based methodology of ICH volume assessments had excellent correlation with manual segmentation by experienced reading centers. CONCLUSIONS: Greater procedure deployment and higher technical success rates can be achieved in post-trial clinical practice than in the MISTIE III trial. AI based measurements can be deployed to enhance clinician estimated ICH volume. Clinical outcome implications of this enhanced technical performance cannot be surmised, and will need assessment in future trials.


Assuntos
Hemorragia Cerebral/terapia , Procedimentos Neurocirúrgicos , Terapia Trombolítica , Adulto , Idoso , Idoso de 80 Anos ou mais , Inteligência Artificial , Hemorragia Cerebral/diagnóstico por imagem , Ensaios Clínicos Fase III como Assunto , Bases de Dados Factuais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Procedimentos Neurocirúrgicos/efeitos adversos , Valor Preditivo dos Testes , Interpretação de Imagem Radiográfica Assistida por Computador , Estudos Retrospectivos , Terapia Trombolítica/efeitos adversos , Fatores de Tempo , Tomografia Computadorizada por Raios X , Resultado do Tratamento
7.
Neurosurgery ; 88(5): 961-970, 2021 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-33475732

RESUMO

BACKGROUND: The extent of intracerebral hemorrhage (ICH) removal conferred survival and functional benefits in the minimally invasive surgery with thrombolysis in intracerebral hemorrhage evacuation (MISTIE) III trial. It is unclear whether this similarly impacts outcome with craniotomy (open surgery) or whether timing from ictus to intervention influences outcome with either procedure. OBJECTIVE: To compare volume evacuation and timing of surgery in relation to outcomes in the MISTIE III and STICH (Surgical Trial in Intracerebral Hemorrhage) trials. METHODS: Postoperative scans were performed in STICH II, but not in STICH I; therefore, surgical MISTIE III cases with lobar hemorrhages (n = 84) were compared to STICH II all lobar cases (n = 259) for volumetric analyses. All MISTIE III surgical patients (n = 240) were compared to both STICH I and II (n = 722) surgical patients for timing analyses. These were investigated using cubic spline modeling and multivariate risk adjustment. RESULTS: End-of-treatment ICH volume ≤28.8 mL in MISTIE III and ≤30.0 mL in STICH II had increased probability of modified Rankin Scale (mRS) 0 to 3 at 180 d (P = .01 and P = .003, respectively). The effect in the MISTIE cohort remained significant after multivariate risk adjustments. Earlier surgery within 62 h of ictus had a lower probability of achieving an mRS 0 to 3 at 180 d with STICH I and II (P = .0004), but not with MISTIE III. This remained significant with multivariate risk adjustments. There was no impact of timing until intervention on mortality up to 47 h with either procedure. CONCLUSION: Thresholds of ICH removal influenced outcome with both procedures to a similar extent. There was a similar likelihood of achieving a good outcome with both procedures within a broad therapeutic time window.


Assuntos
Hemorragia Cerebral , Procedimentos Cirúrgicos Minimamente Invasivos , Terapia Trombolítica , Tempo para o Tratamento , Hemorragia Cerebral/mortalidade , Hemorragia Cerebral/cirurgia , Craniotomia , Humanos , Procedimentos Cirúrgicos Minimamente Invasivos/mortalidade , Procedimentos Cirúrgicos Minimamente Invasivos/estatística & dados numéricos , Terapia Trombolítica/mortalidade , Terapia Trombolítica/estatística & dados numéricos , Resultado do Tratamento
8.
Neuroinformatics ; 19(3): 403-415, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-32980970

RESUMO

Intracranial hemorrhage (ICH) occurs when a blood vessel ruptures in the brain. This leads to significant morbidity and mortality, the likelihood of which is predicated on the size of the bleeding event. X-ray computed tomography (CT) scans allow clinicians and researchers to qualitatively and quantitatively diagnose hemorrhagic stroke, guide interventions and determine inclusion criteria of patients in clinical trials. There is no currently available open source, validated tool to quickly segment hemorrhage. Using an automated pipeline and 2D and 3D deep neural networks, we show that we can quickly and accurately estimate ICH volume with high agreement with time-consuming manual segmentation. The training and validation datasets include significant heterogeneity in terms of pathology, such as the presence of intraventricular (IVH) or subdural hemorrhages (SDH) as well as variable image acquisition parameters. We show that deep neural networks trained with an appropriate anatomic context in the network receptive field, can effectively perform ICH segmentation, but those without enough context will overestimate hemorrhage along the skull and around calcifications in the ventricular system. We trained with all data from a multi-center phase II study (n = 112) achieving a best mean and median Dice coefficient of 0.914 and 0.919, a volume correlation of 0.979 and an average volume difference of 1.7 ml and root mean squared error of 4.7 ml in 500 out-of-sample scans from the corresponding multi-center phase III study. 3D networks with appropriate anatomic context outperformed both 2D and random forest models. Our results suggest that deep neural network models, when carefully developed can be incorporated into the workflow of an ICH clinical trial series to quickly and accurately segment ICH, estimate total hemorrhage volume and minimize segmentation failures. The model, weights and scripts for deployment are located at https://github.com/msharrock/deepbleed . This is the first publicly available neural network model for segmentation of ICH, the only model evaluated with the presence of both IVH and SDH and the only model validated in the workflow of a series of clinical trials.


Assuntos
Hemorragia Cerebral , Redes Neurais de Computação , Encéfalo , Hemorragia Cerebral/diagnóstico por imagem , Humanos , Processamento de Imagem Assistida por Computador , Crânio , Tomografia Computadorizada por Raios X
9.
Int J Stroke ; 15(8): 899-908, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32264796

RESUMO

INTRODUCTION: Perihematomal edema in intracranial hemorrhage is influenced by free hemoglobin clearance and inflammation. Serum Haptoglobin (Hp) binds free hemoglobin, affecting heme clearance and free radical production. Of the three Hp phenotypes, Hp 1-1 has the greatest effect on free hemoglobin clearance. AIM: To determine if individuals with Hp 1-1 phenotype have different rates of early perihematomal edema formation as compared to those with Hp 2-1 and Hp 2-2. METHODS: We determined Hp phenotype, intracranial hemorrhage volume, and rate of early change in perihematomal volume in participants from three prospectively collected intracranial hemorrhage cohorts. The association of Hp phenotypes 1-1, 2-1, 2-2, with early change in perihematomal volume, while controlling for key clinical characteristics was analyzed using a multivariate model. FINDINGS: One-hundred and sixty-six participants were included: 73 (44%) female, 41 ( 25%) African Americans, 34 (20%) diabetics, 133 (80%) with hypertension, and 75 (45%) active smokers. There were 15 subjects with Hp phenotype 1-1, 86 with 2-1, and 65 with 2-2. In fully adjusted analysis, Hp 1-1 had a significantly increased estimated mean rate of early change in perihematomal volume at 1.15 (95% confidence interval 0.58-1.71) as compared to all other Hp 2-1 or Hp 2-2 containing phenotypes (0.30, 95% confidence interval 0.06-0.54; 0.29 95% CI 0.02-0.56). Neither mortality nor discharge mRS differed between Hp phenotypes. CONCLUSION: Haptoglobin phenotype is associated with early change in perihematomal volume. Hp 1-1 phenotype had significantly increased mean rate of early change in perihematomal volume within the first 96 h, suggesting that haptoglobin phenotype may be a key player in understanding the multiphasic progression of perihematomal volume in spontaneous intracerebral hemorrhage. A larger prospective observational study is warranted.


Assuntos
Edema Encefálico , Acidente Vascular Cerebral , Edema Encefálico/etiologia , Hemorragia Cerebral , Edema , Feminino , Haptoglobinas , Humanos , Hemorragias Intracranianas/complicações , Masculino
10.
Int J Stroke ; 15(8): 872-880, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32075571

RESUMO

BACKGROUND: Intraventricular hemorrhage occurs due to intracerebral hemorrhage with intraventricular extension or without apparent parenchymal involvement, known as primary intraventricular hemorrhage. AIMS: We evaluated the prognosis of primary intraventricular hemorrhage patients in the CLEAR III trial (Clot Lysis: Evaluating Accelerated Resolution of Intraventricular Hemorrhage). METHODS: In patients with primary intraventricular hemorrhage versus those with secondary intraventricular hemorrhage, we compared intraventricular alteplase response and outcomes including modified Rankin Scale, Barthel Index, National Institutes of Health Stroke Scale (NIHSS), and extended Glasgow Outcome Scale (eGOS) at 30, 180, and 365 days. Outcomes were also compared in primary intraventricular hemorrhage patients who received intraventricular alteplase versus placebo (normal saline) and in matched primary and secondary intraventricular hemorrhage patients using inverse-probability-weighted regression adjustment. RESULTS: Of 500 patients enrolled in CLEAR III, 46 (9.2%) had primary intraventricular hemorrhage. Combining both treatment groups, primary intraventricular hemorrhage patients had larger intraventricular hemorrhage volumes (median: 34.2 mL vs. 20.8 mL, p < 0.01) but similar intraventricular hemorrhage removal (51.0% vs. 59.0%, p = 0.24) compared to secondary intraventricular hemorrhage patients, respectively. Confirming previous studies, primary intraventricular hemorrhage patients achieved better NIHSS, modified Rankin Scale, Barthel Index, and eGOS scores at days 30, 180, and 365, respectively (all p < 0.01), although mortality was similar to secondary intraventricular hemorrhage patients; matching analysis yielded similar results. Primary intraventricular hemorrhage patients who received intraventricular alteplase (n = 19) and saline (n = 27) achieved similar outcomes. CONCLUSIONS: In CLEAR III, primary intraventricular hemorrhage patients who survived achieved better long-term outcomes than surviving secondary intraventricular hemorrhage patients with similar mortality. Outcomes and safety were similar between primary intraventricular hemorrhage patients receiving alteplase and those receiving saline.


Assuntos
Fibrinolíticos , Acidente Vascular Cerebral , Hemorragia Cerebral/complicações , Hemorragia Cerebral/tratamento farmacológico , Fibrinolíticos/uso terapêutico , Humanos , Acidente Vascular Cerebral/tratamento farmacológico , Ativador de Plasminogênio Tecidual/uso terapêutico , Resultado do Tratamento
11.
Lancet ; 393(10175): 1021-1032, 2019 Mar 09.
Artigo em Inglês | MEDLINE | ID: mdl-30739747

RESUMO

BACKGROUND: Acute stroke due to supratentorial intracerebral haemorrhage is associated with high morbidity and mortality. Open craniotomy haematoma evacuation has not been found to have any benefit in large randomised trials. We assessed whether minimally invasive catheter evacuation followed by thrombolysis (MISTIE), with the aim of decreasing clot size to 15 mL or less, would improve functional outcome in patients with intracerebral haemorrhage. METHODS: MISTIE III was an open-label, blinded endpoint, phase 3 trial done at 78 hospitals in the USA, Canada, Europe, Australia, and Asia. We enrolled patients aged 18 years or older with spontaneous, non-traumatic, supratentorial intracerebral haemorrhage of 30 mL or more. We used a computer-generated number sequence with a block size of four or six to centrally randomise patients to image-guided MISTIE treatment (1·0 mg alteplase every 8 h for up to nine doses) or standard medical care. Primary outcome was good functional outcome, defined as the proportion of patients who achieved a modified Rankin Scale (mRS) score of 0-3 at 365 days, adjusted for group differences in prespecified baseline covariates (stability intracerebral haemorrhage size, age, Glasgow Coma Scale, stability intraventricular haemorrhage size, and clot location). Analysis of the primary efficacy outcome was done in the modified intention-to-treat (mITT) population, which included all eligible, randomly assigned patients who were exposed to treatment. All randomly assigned patients were included in the safety analysis. This study is registered with ClinicalTrials.gov, number NCT01827046. FINDINGS: Between Dec 30, 2013, and Aug 15, 2017, 506 patients were randomly allocated: 255 (50%) to the MISTIE group and 251 (50%) to standard medical care. 499 patients (n=250 in the MISTIE group; n=249 in the standard medical care group) received treatment and were included in the mITT analysis set. The mITT primary adjusted efficacy analysis estimated that 45% of patients in the MISTIE group and 41% patients in the standard medical care group had achieved an mRS score of 0-3 at 365 days (adjusted risk difference 4% [95% CI -4 to 12]; p=0·33). Sensitivity analyses of 365-day mRS using generalised ordered logistic regression models adjusted for baseline variables showed that the estimated odds ratios comparing MISTIE with standard medical care for mRS scores higher than 5 versus 5 or less, higher than 4 versus 4 or less, higher than 3 versus 3 or less, and higher than 2 versus 2 or less were 0·60 (p=0·03), 0·84 (p=0·42), 0·87 (p=0·49), and 0·82 (p=0·44), respectively. At 7 days, two (1%) of 255 patients in the MISTIE group and ten (4%) of 251 patients in the standard medical care group had died (p=0·02) and at 30 days, 24 (9%) patients in the MISTIE group and 37 (15%) patients in the standard medical care group had died (p=0·07). The number of patients with symptomatic bleeding and brain bacterial infections was similar between the MISTIE and standard medical care groups (six [2%] of 255 patients vs three [1%] of 251 patients; p=0·33 for symptomatic bleeding; two [1%] of 255 patients vs 0 [0%] of 251 patients; p=0·16 for brain bacterial infections). At 30 days, 76 (30%) of 255 patients in the MISTIE group and 84 (33%) of 251 patients in the standard medical care group had one or more serious adverse event, and the difference in number of serious adverse events between the groups was statistically significant (p=0·012). INTERPRETATION: For moderate to large intracerebral haemorrhage, MISTIE did not improve the proportion of patients who achieved a good response 365 days after intracerebral haemorrhage. The procedure was safely adopted by our sample of surgeons. FUNDING: National Institute of Neurological Disorders and Stroke and Genentech.


Assuntos
Hemorragia Cerebral/cirurgia , Procedimentos Cirúrgicos Minimamente Invasivos/efeitos adversos , Procedimentos Cirúrgicos Minimamente Invasivos/métodos , Terapia Trombolítica/efeitos adversos , Terapia Trombolítica/métodos , Idoso , Feminino , Humanos , Análise de Intenção de Tratamento , Masculino , Pessoa de Meia-Idade , Resultado do Tratamento
12.
Stroke ; 49(2): 325-332, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29321340

RESUMO

BACKGROUND AND PURPOSE: The ABC/2 method for calculating intracerebral hemorrhage (ICH) volume has been well validated. However, the formula, derived from the volume of an ellipse, assumes the shape of ICH is elliptical. We sought to compare the agreement of the ABC/2 formula with other methods through retrospective analysis of a selection of the STICH II cohort (Early Surgery Versus Initial Conservative Treatment in Patients With Spontaneous Supratentorial Lobar Intracerebral Haematomas). METHODS: From 390 patients, 739 scans were selected from the STICH II image archive based on the availability of a CT scan compatible with OsiriX DICOM viewer. ICH volumes were calculated by the reference standard semiautomatic segmentation in OsiriX software and compared with calculated arithmetic methods (ABC/2, ABC/2.4, ABC/3, and 2/3SC) volumes. Volumes were compared by difference plots for specific groups: randomization ICH (n=374), 3- to 7-day postsurgical ICH (n=206), antithrombotic-associated ICH (n=79), irregular-shape ICH (n=703) and irregular-density ICH (n=650). Density and shape were measured by the Barras ordinal shape and density groups (1-5). RESULTS: The ABC/2.4 method had the closest agreement to the semiautomatic segmentation volume in all groups, except for the 3- to 7-day postsurgical ICH group where the ABC/3 method was superior. CONCLUSIONS: Although the ABC/2 formula for calculating elliptical ICH is well validated, it must be used with caution in ICH scans where the elliptical shape of ICH is a false assumption. We validated the adjustment of the ABC/2.4 method in randomization, antithrombotic-associated, heterogeneous-density, and irregular-shape ICH. CLINICAL TRIAL REGISTRATION: URL: http://www.isrctn.com/ISRCTN22153967. Unique identifier: ISRCTN22153967.


Assuntos
Hemorragia Cerebral/cirurgia , Hematoma/complicações , Idoso , Idoso de 80 Anos ou mais , Hemorragia Cerebral/etiologia , Estudos de Coortes , Tratamento Conservador/métodos , Intervenção Médica Precoce , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Tempo , Tomografia Computadorizada por Raios X/métodos , Resultado do Tratamento
13.
Neurosurgery ; 83(6): 1260-1268, 2018 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-29294116

RESUMO

BACKGROUND: As intraventricular thrombolysis for intraventricular hemorrhage (IVH) has developed over the last 2 decades, hemorrhagic complications have remained a concern despite general validation of its safety in controlled trials in the Clot Lysis: Evaluation of Accelerated Resolution of Intraventricular Hemorrhage Phase III (CLEAR-IVH) program. OBJECTIVE: To analyze factors associated with symptomatic bleeding following IVH with and without thrombolysis in conjunction with the recently completed CLEAR III trial. METHODS: We reviewed safety reports on symptomatic bleeding events reported during the first year after randomization among subjects enrolled in the CLEAR III trial. Clinical and imaging data were retrieved through the trial database as part of ongoing quality and safety monitoring. A posthoc root-cause analysis was performed to identify potential factors predisposing to rebleeding in each case. Cases were classified according to onset of rebleeding (during dosing, early after dosing and delayed), the pattern of bleeding, and treatment rendered (alteplase vs saline). RESULTS: Twenty subjects developed a secondary symptomatic intracranial hemorrhage constituting 4% of subjects. Symptomatic rebleeding events occurred during the dosing protocol (n = 9, 67% alteplase), early after the protocol (n = 5, 40% alteplase), and late (n = 6, 0% alteplase). Catheter-related hemorrhages were the most common (n = 7, 35%) followed by expansion or new intraventricular (n = 6, 30%) and intracerebral (n = 5, 25%) hemorrhages. Symptomatic hemorrhages during therapy resulted from a combination of treatment- and patient-related factors and were at most partially attributable to alteplase. Rebleeding after the dosing protocol primarily reflected patients' risk factors. CONCLUSION: Intraventricular thrombolysis marginally increases the overall risk of symptomatic hemorrhagic complications after IVH, and only during the treatment phase.


Assuntos
Hemorragia Cerebral Intraventricular/induzido quimicamente , Hemorragia Cerebral Intraventricular/tratamento farmacológico , Fibrinolíticos/efeitos adversos , Análise de Causa Fundamental , Terapia Trombolítica/efeitos adversos , Ativador de Plasminogênio Tecidual/efeitos adversos , Idoso , Idoso de 80 Anos ou mais , Ensaios Clínicos Fase III como Assunto , Método Duplo-Cego , Feminino , Fibrinolíticos/administração & dosagem , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Terapia Trombolítica/métodos , Ativador de Plasminogênio Tecidual/administração & dosagem , Resultado do Tratamento
14.
Neurocrit Care ; 29(1): 23-32, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29294223

RESUMO

BACKGROUND: Incidence of catheter tract hemorrhage (CTH) after initial ventriculostomy placement ranges from 10 to 34%. We investigated CTH incidence in the Clot Lysis: Evaluation of Accelerated Resolution of Intraventricular Hemorrhage Phase III trial. METHODS: Prospective observational analysis of 1000 computer tomography (CT) scans from all 500 patients enrolled in the trial. All catheters were evaluated on first CT post-placement and on last CT prior to randomization for placement location and CTH size, location, and severity. Clinical variables were assessed for association with CTH with multivariable logistic regression. RESULTS: Of 563 catheters, CTH was detected in 14 and 21% of patients on first and last CT (median 3.7 and 43.4 h after catheter placement, respectively). All, but one were asymptomatic. Majority of CTH (86%) occurred within 24 h after placement, were located within 1 cm of the skull, and had at least one diameter > 5 mm. Most catheters (71%) terminated in the third or lateral ventricle ipsilateral to insertion site. Factors significantly associated with CTH were pre-admission use of antiplatelet drugs, accuracy of catheter placement, non-operating room catheter placement, Asian race, and intraventricular hemorrhage expansion. CONCLUSIONS: CTH incidence on initial catheter placement and during stabilization was relatively low, despite emergent placement in a high-risk population. Catheter placement accuracy was similar or better than convenience samples from the published literature. Decreasing risk of CTH may be achieved with attention to catheter placement accuracy and placement in the operating room. Antiplatelet agent use was an independent risk factor for CTH.


Assuntos
Catéteres/efeitos adversos , Hemorragia Cerebral/etiologia , Hemorragia Cerebral/cirurgia , Ventriculostomia/efeitos adversos , Adulto , Idoso , Catéteres/estatística & dados numéricos , Hemorragia Cerebral/diagnóstico por imagem , Hemorragia Cerebral Intraventricular/diagnóstico por imagem , Hemorragia Cerebral Intraventricular/cirurgia , Método Duplo-Cego , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Tomografia Computadorizada por Raios X , Ventriculostomia/normas , Ventriculostomia/estatística & dados numéricos
15.
Neurosurgery ; 81(5): 860-866, 2017 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-28402516

RESUMO

BACKGROUND: Minimally invasive thrombolytic evacuation of intracerebral hematoma is being investigated in the ongoing phase III clinical trial of Minimally Invasive Surgery plus recombinant Tissue plasminogen activator for Intracerebral hemorrhage Evacuation (MISTIE III). OBJECTIVE: To assess the accuracy of catheter placement and efficacy of hematoma evacuation in relation to surgical approach and surgeon experience. METHODS: We performed a trial midpoint interim assessment of 123 cases that underwent the surgical procedure. Accuracy of catheter placement was prospectively assessed by the trial Surgical Center based on prearticulated criteria. Hematoma evacuation efficacy was evaluated based on absolute volume reduction, percentage hematoma evacuation, and reaching the target end-of-treatment volume of <15 mL. One of 3 surgical trajectories was used: anterior (A), posterior (B), and lobar (C). Surgeons were classified based on experience with the MISTIE procedure as prequalified, qualified with probation, and fully qualified. RESULTS: The average hematoma volume was 49.7 mL (range 20.0-124), and the mean evacuation rate was 71% (range 18.4%-99.8%). First placed catheters were 58% in good position, 28% suboptimal (but suitable to dose), and 14% poor (requiring repositioning). Posterior trajectory (B) was associated with significantly higher rates of poor placement (35%, P = .01). There was no significant difference in catheter placement accuracy among surgeons of varying experience. Hematoma evacuation efficacy was not significantly different among the 3 surgical approaches or different surgeons' experience. CONCLUSION: Ongoing surgical education and quality monitoring in MISTIE III have resulted in consistent rates of hematoma evacuation despite technical challenges with the surgical approaches and among surgeons of varying experience.


Assuntos
Hemorragia Cerebral/cirurgia , Fibrinolíticos/uso terapêutico , Hematoma/cirurgia , Procedimentos Cirúrgicos Minimamente Invasivos/métodos , Ativador de Plasminogênio Tecidual/uso terapêutico , Adulto , Catéteres/efeitos adversos , Hemorragia Cerebral/tratamento farmacológico , Terapia Combinada , Feminino , Hematoma/tratamento farmacológico , Humanos , Masculino , Estudos Prospectivos , Resultado do Tratamento
16.
Lancet ; 389(10069): 603-611, 2017 02 11.
Artigo em Inglês | MEDLINE | ID: mdl-28081952

RESUMO

BACKGROUND: Intraventricular haemorrhage is a subtype of intracerebral haemorrhage, with 50% mortality and serious disability for survivors. We aimed to test whether attempting to remove intraventricular haemorrhage with alteplase versus saline irrigation improved functional outcome. METHODS: In this randomised, double-blinded, placebo-controlled, multiregional trial (CLEAR III), participants with a routinely placed extraventricular drain, in the intensive care unit with stable, non-traumatic intracerebral haemorrhage volume less than 30 mL, intraventricular haemorrhage obstructing the 3rd or 4th ventricles, and no underlying pathology were adaptively randomly assigned (1:1), via a web-based system to receive up to 12 doses, 8 h apart of 1 mg of alteplase or 0·9% saline via the extraventricular drain. The treating physician, clinical research staff, and participants were masked to treatment assignment. CT scans were obtained every 24 h throughout dosing. The primary efficacy outcome was good functional outcome, defined as a modified Rankin Scale score (mRS) of 3 or less at 180 days per central adjudication by blinded evaluators. This study is registered with ClinicalTrials.gov, NCT00784134. FINDINGS: Between Sept 18, 2009, and Jan 13, 2015, 500 patients were randomised: 249 to the alteplase group and 251 to the saline group. 180-day follow-up data were available for analysis from 246 of 249 participants in the alteplase group and 245 of 251 participants in the placebo group. The primary efficacy outcome was similar in each group (good outcome in alteplase group 48% vs saline 45%; risk ratio [RR] 1·06 [95% CI 0·88-1·28; p=0·554]). A difference of 3·5% (RR 1·08 [95% CI 0·90-1·29], p=0·420) was found after adjustment for intraventricular haemorrhage size and thalamic intracerebral haemorrhage. At 180 days, the treatment group had lower case fatality (46 [18%] vs saline 73 [29%], hazard ratio 0·60 [95% CI 0·41-0·86], p=0·006), but a greater proportion with mRS 5 (42 [17%] vs 21 [9%]; RR 1·99 [95% CI 1·22-3·26], p=0·007). Ventriculitis (17 [7%] alteplase vs 31 [12%] saline; RR 0·55 [95% CI 0·31-0·97], p=0·048) and serious adverse events (114 [46%] alteplase vs 151 [60%] saline; RR 0·76 [95% CI 0·64-0·90], p=0·002) were less frequent with alteplase treatment. Symptomatic bleeding (six [2%] in the alteplase group vs five [2%] in the saline group; RR 1·21 [95% CI 0·37-3·91], p=0·771) was similar. INTERPRETATION: In patients with intraventricular haemorrhage and a routine extraventricular drain, irrigation with alteplase did not substantially improve functional outcomes at the mRS 3 cutoff compared with irrigation with saline. Protocol-based use of alteplase with extraventricular drain seems safe. Future investigation is needed to determine whether a greater frequency of complete intraventricular haemorrhage removal via alteplase produces gains in functional status. FUNDING: National Institute of Neurological Disorders and Stroke.


Assuntos
Hemorragia Cerebral Intraventricular/terapia , Drenagem/métodos , Fibrinolíticos/uso terapêutico , Cloreto de Sódio/uso terapêutico , Acidente Vascular Cerebral/terapia , Irrigação Terapêutica/métodos , Ativador de Plasminogênio Tecidual/uso terapêutico , Idoso , Hemorragia Cerebral Intraventricular/diagnóstico por imagem , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Índice de Gravidade de Doença , Acidente Vascular Cerebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Resultado do Tratamento
17.
Lancet Neurol ; 15(12): 1228-1237, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27751554

RESUMO

BACKGROUND: Craniotomy, according to the results from trials, does not improve functional outcome after intracerebral haemorrhage. Whether minimally invasive catheter evacuation followed by thrombolysis for clot removal is safe and can achieve a good functional outcome is not known. We investigated the safety and efficacy of alteplase, a recombinant tissue plasminogen activator, in combination with minimally invasive surgery (MIS) in patients with intracerebral haemorrhage. METHODS: MISTIE was an open-label, phase 2 trial that was done in 26 hospitals in the USA, Canada, the UK, and Germany. We used a computer-generated allocation sequence with a block size of four to centrally randomise patients aged 18-80 years with a non-traumatic (spontaneous) intracerebral haemorrhage of 20 mL or higher to standard medical care or image-guided MIS plus alteplase (0·3 mg or 1·0 mg every 8 h for up to nine doses) to remove clots using surgical aspiration followed by alteplase clot irrigation. Primary outcomes were all safety outcomes: 30 day mortality, 7 day procedure-related mortality, 72 h symptomatic bleeding, and 30 day brain infections. This trial is registered with ClinicalTrials.gov, number NCT00224770. FINDINGS: Between Feb 2, 2006, and April 8, 2013, 96 patients were randomly allocated and completed follow-up: 54 (56%) in the MIS plus alteplase group and 42 (44%) in the standard medical care group. The primary outcomes did not differ between the standard medical care and MIS plus alteplase groups: 30 day mortality (four [9·5%, 95% CI 2·7-22.6] vs eight [14·8%, 6·6-27·1], p=0·542), 7 day mortality (zero [0%, 0-8·4] vs one [1·9%, 0·1-9·9], p=0·562), symptomatic bleeding (one [2·4%, 0·1-12·6] vs five [9·3%, 3·1-20·3], p=0·226), and brain bacterial infections (one [2·4%, 0·1-12·6] vs zero [0%, 0-6·6], p=0·438). Asymptomatic haemorrhages were more common in the MIS plus alteplase group than in the standard medical care group (12 [22·2%; 95% CI 12·0-35·6] vs three [7·1%; 1·5-19·5]; p=0·051). INTERPRETATION: MIS plus alteplase seems to be safe in patients with intracerebral haemorrhage, but increased asymptomatic bleeding is a major cautionary finding. These results, if replicable, could lead to the addition of surgical management as a therapeutic strategy for intracerebral haemorrhage. FUNDING: National Institute of Neurological Disorders and Stroke, Genentech, and Codman.


Assuntos
Hemorragia Cerebral/tratamento farmacológico , Hemorragia Cerebral/cirurgia , Fibrinolíticos/farmacologia , Avaliação de Resultados em Cuidados de Saúde , Hemorragia Pós-Operatória/etiologia , Trombectomia/métodos , Ativador de Plasminogênio Tecidual/farmacologia , Idoso , Hemorragia Cerebral/mortalidade , Terapia Combinada , Feminino , Fibrinolíticos/administração & dosagem , Fibrinolíticos/efeitos adversos , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Procedimentos Cirúrgicos Minimamente Invasivos , Cirurgia Assistida por Computador , Trombectomia/efeitos adversos , Ativador de Plasminogênio Tecidual/administração & dosagem , Ativador de Plasminogênio Tecidual/efeitos adversos
19.
Neuroimage ; 114: 379-85, 2015 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-25862260

RESUMO

BACKGROUND: X-ray computed tomography (CT) imaging of the brain is commonly used in diagnostic settings. Although CT scans are primarily used in clinical practice, they are increasingly used in research. A fundamental processing step in brain imaging research is brain extraction - the process of separating the brain tissue from all other tissues. Methods for brain extraction have either been 1) validated but not fully automated, or 2) fully automated and informally proposed, but never formally validated. AIM: To systematically analyze and validate the performance of FSL's brain extraction tool (BET) on head CT images of patients with intracranial hemorrhage. This was done by comparing the manual gold standard with the results of several versions of automatic brain extraction and by estimating the reliability of automated segmentation of longitudinal scans. The effects of the choice of BET parameters and data smoothing is studied and reported. METHODS: All images were thresholded using a 0-100 Hounsfield unit (HU) range. In one variant of the pipeline, data were smoothed using a 3-dimensional Gaussian kernel (σ=1mm(3)) and re-thresholded to 0-100HU; in the other, data were not smoothed. BET was applied using 1 of 3 fractional intensity (FI) thresholds: 0.01, 0.1, or 0.35 and any holes in the brain mask were filled. For validation against a manual segmentation, 36 images from patients with intracranial hemorrhage were selected from 19 different centers from the MISTIE (Minimally Invasive Surgery plus recombinant-tissue plasminogen activator for Intracerebral Evacuation) stroke trial. Intracranial masks of the brain were manually created by one expert CT reader. The resulting brain tissue masks were quantitatively compared to the manual segmentations using sensitivity, specificity, accuracy, and the Dice Similarity Index (DSI). Brain extraction performance across smoothing and FI thresholds was compared using the Wilcoxon signed-rank test. The intracranial volume (ICV) of each scan was estimated by multiplying the number of voxels in the brain mask by the dimensions of each voxel for that scan. From this, we calculated the ICV ratio comparing manual and automated segmentation: ICVautomated/ICVmanual. To estimate the performance in a large number of scans, brain masks were generated from the 6 BET pipelines for 1095 longitudinal scans from 129 patients. Failure rates were estimated from visual inspection. ICV of each scan was estimated and an intraclass correlation (ICC) was estimated using a one-way ANOVA. RESULTS: Smoothing images improves brain extraction results using BET for all measures except specificity (all p<0.01, uncorrected), irrespective of the FI threshold. Using an FI of 0.01 or 0.1 performed better than 0.35. Thus, all reported results refer only to smoothed data using an FI of 0.01 or 0.1. Using an FI of 0.01 had a higher median sensitivity (0.9901) than an FI of 0.1 (0.9884, median difference: 0.0014, p<0.001), accuracy (0.9971 vs. 0.9971; median difference: 0.0001, p<0.001), and DSI (0.9895 vs. 0.9894; median difference: 0.0004, p<0.001) and lower specificity (0.9981 vs. 0.9982; median difference: -0.0001, p<0.001). These measures are all very high indicating that a range of FI values may produce visually indistinguishable brain extractions. Using smoothed data and an FI of 0.01, the mean (SD) ICV ratio was 1.002 (0.008); the mean being close to 1 indicates the ICV estimates are similar for automated and manual segmentation. In the 1095 longitudinal scans, this pipeline had a low failure rate (5.2%) and the ICC estimate was high (0.929, 95% CI: 0.91, 0.945) for successfully extracted brains. CONCLUSION: BET performs well at brain extraction on thresholded, 1mm(3) smoothed CT images with an FI of 0.01 or 0.1. Smoothing before applying BET is an important step not previously discussed in the literature. Analysis code is provided.


Assuntos
Encéfalo/patologia , Hemorragias Intracranianas/patologia , Tomografia Computadorizada por Raios X/métodos , Feminino , Cabeça , Humanos , Processamento de Imagem Assistida por Computador/métodos , Masculino , Pessoa de Meia-Idade , Reconhecimento Automatizado de Padrão/métodos , Reprodutibilidade dos Testes
20.
J Neurotrauma ; 32(1): 17-22, 2015 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-25054838

RESUMO

Rapid identification of traumatic intracranial hematomas following closed head injury represents a significant health care need because of the potentially life-threatening risk they present. This study demonstrates the clinical utility of an index of brain electrical activity used to identify intracranial hematomas in traumatic brain injury (TBI) presenting to the emergency department (ED). Brain electrical activity was recorded from a limited montage located on the forehead of 394 closed head injured patients who were referred for CT scans as part of their standard ED assessment. A total of 116 of these patients were found to be CT positive (CT+), of which 46 patients with traumatic intracranial hematomas (CT+) were identified for study. A total of 278 patients were found to be CT negative (CT-) and were used as controls. CT scans were subjected to quantitative measurements of volume of blood and distance of bleed from recording electrodes by blinded independent experts, implementing a validated method for hematoma measurement. Using an algorithm based on brain electrical activity developed on a large independent cohort of TBI patients and controls (TBI-Index), patients were classified as either positive or negative for structural brain injury. Sensitivity to hematomas was found to be 95.7% (95% CI = 85.2, 99.5), specificity was 43.9% (95% CI = 38.0, 49.9). There was no significant relationship between the TBI-Index and distance of the bleed from recording sites (F = 0.044, p = 0.833), or volume of blood measured F = 0.179, p = 0.674). Results of this study are a validation and extension of previously published retrospective findings in an independent population, and provide evidence that a TBI-Index for structural brain injury is a highly sensitive measure for the detection of potentially life-threatening traumatic intracranial hematomas, and could contribute to the rapid, quantitative evaluation and treatment of such patients.


Assuntos
Lesões Encefálicas/complicações , Encéfalo/fisiopatologia , Hemorragia Intracraniana Traumática/diagnóstico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Encéfalo/diagnóstico por imagem , Lesões Encefálicas/diagnóstico por imagem , Lesões Encefálicas/fisiopatologia , Eletroencefalografia , Feminino , Humanos , Hemorragia Intracraniana Traumática/complicações , Hemorragia Intracraniana Traumática/fisiopatologia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Radiografia , Adulto Jovem
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