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Das AS, Abramovitz Fouks A, Gökçal E, Rotschild O, Pasi M, Regenhardt RW, Goldstein JN, Viswanathan A, Rosand J, Greenberg SM, Gurol ME. Characterizing the underlying microangiopathy of deep cerebellar intracerebral hemorrhage. J Neurol 2025; 272:167. [PMID: 39853492 DOI: 10.1007/s00415-025-12905-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 01/03/2025] [Accepted: 01/06/2025] [Indexed: 01/26/2025]
Abstract
INTRODUCTION While cerebral amyloid angiopathy is likely responsible for intracerebral hemorrhage (ICH) occurring in superficial (grey matter, vermis) cerebellar locations, it is unclear whether hypertensive arteriopathy (HA), the other major cerebral small vessel disease (cSVD), is associated with cerebellar ICH (cICH) in deep (white matter, deep nuclei, cerebellar peduncle) regions. We tested the hypothesis that HA-associated neuroimaging markers are significantly associated with deep cICH compared to superficial cICH. PATIENTS AND METHODS Brain MRI scans from consecutive non-traumatic cICH patients admitted to a referral center were analyzed for cSVD markers. Clinical risk factors, left ventricular hypertrophy (LVH, a marker of hypertensive end-organ damage), and neuroimaging markers were compared between patients with deep and superficial cICH in univariate and multivariable models. RESULTS Hypertension and LVH were more common among 83 (64%) patients with deep cICH compared to 46 (36%) with superficial cICH. HA-related markers such as peri-basal ganglia white matter hyperintensity pattern, deep lacunes, severe basal ganglia enlarged perivascular spaces, and deep cerebral microbleeds (CMBs) were more common among those with deep vs. superficial cICH. Strictly lobar CMBs were less common among patients with deep cICH, whereas mixed-location CMBs were more common. After multivariable adjustment, LVH (aOR 4.06, 95% CI [1.22-13.50], p = 0.02), deep lacunes (aOR 6.02, 95% CI [1.46-24.89], p = 0.01), and strictly lobar CMBs (aOR 0.09, 95% CI [0.02-0.45], p < 0.01) remained significantly associated with deep cICH. DISCUSSION AND CONCLUSION Because HA-associated markers are significantly associated with deep cICH, it is likely HA is the dominant underlying microangiopathy of this ICH subtype.
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Affiliation(s)
- Alvin S Das
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 110 Francis Street, Lowry Medical Office Building, Ste 9A-05, Boston, MA, 02215, USA.
| | - Avia Abramovitz Fouks
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Elif Gökçal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ofer Rotschild
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Marco Pasi
- Centre Hospitalier, Université de Tours, Tours, France
| | - Robert W Regenhardt
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anand Viswanathan
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan Rosand
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Steven M Greenberg
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - M Edip Gurol
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Arndt P, Chahem C, Luchtmann M, Kuschel JN, Behme D, Pfister M, Neumann J, Görtler M, Dörner M, Pawlitzki M, Jansen R, Meuth SG, Vielhaber S, Henneicke S, Schreiber S. Risk factors for intracerebral hemorrhage in small-vessel disease and non-small-vessel disease etiologies-an observational proof-of-concept study. Front Neurol 2024; 15:1322442. [PMID: 38515448 PMCID: PMC10954881 DOI: 10.3389/fneur.2024.1322442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 02/19/2024] [Indexed: 03/23/2024] Open
Abstract
Background Sporadic cerebral small-vessel disease (CSVD), i.e., hypertensive arteriopathy (HA) and cerebral amyloid angiopathy (CAA), is the main cause of spontaneous intracerebral hemorrhage (ICH). Nevertheless, a substantial portion of ICH cases arises from non-CSVD etiologies, such as trauma, vascular malformations, and brain tumors. While studies compared HA- and CAA-related ICH, non-CSVD etiologies were excluded from these comparisons and are consequently underexamined with regard to additional factors contributing to increased bleeding risk beyond their main pathology. Methods As a proof of concept, we conducted a retrospective observational study in 922 patients to compare HA, CAA, and non-CSVD-related ICH with regard to factors that are known to contribute to spontaneous ICH onset. Medical records (available for n = 861) were screened for demographics, antithrombotic medication, and vascular risk profile, and CSVD pathology was rated on magnetic resonance imaging (MRI) in a subgroup of 185 patients. The severity of CSVD was assessed with a sum score ranging from 0 to 6, where a score of ≥2 was defined as advanced pathology. Results In 922 patients with ICH (median age of 71 years), HA and CAA caused the majority of cases (n = 670, 73%); non-CSVD etiologies made up the remaining quarter (n = 252, 27%). Individuals with HA- and CAA-related ICH exhibited a higher prevalence of predisposing factors than those with non-CSVD etiologies. This includes advanced age (median age: 71 vs. 75 vs. 63 years, p < 0.001), antithrombotic medication usage (33 vs. 37 vs. 19%, p < 0.001), prevalence of vascular risk factors (70 vs. 67 vs. 50%, p < 0.001), and advanced CSVD pathology on MRI (80 vs. 89 vs. 51%, p > 0.001). However, in particular, half of non-CSVD ICH patients were either aged over 60 years, presented with vascular risk factors, or had advanced CSVD on MRI. Conclusion Risk factors for spontaneous ICH are less common in non-CSVD ICH etiologies than in HA- and CAA-related ICH, but are still frequent. Future studies should incorporate these factors, in addition to the main pathology, to stratify an individual's risk of bleeding.
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Affiliation(s)
- Philipp Arndt
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
| | - Christian Chahem
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Luchtmann
- Department of Neurosurgery, Paracelsus-Klinik, Zwickau, Germany
- Department of Neurosurgery, Otto-von-Guericke University, Magdeburg, Germany
| | - Jan-Niklas Kuschel
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Daniel Behme
- Department of Neuroradiology, Otto-von-Guericke University, Magdeburg, Germany
| | - Malte Pfister
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Jens Neumann
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Görtler
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Marc Dörner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Marc Pawlitzki
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
| | - Robin Jansen
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
| | - Sven G. Meuth
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), Magdeburg, Germany
| | - Solveig Henneicke
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
| | - Stefanie Schreiber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), Magdeburg, Germany
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Liu YT, Lei CY, Zhong LM. Research Advancements on the Correlation Between Spontaneous Intracerebral Hemorrhage of Different Etiologies and Imaging Markers of Cerebral Small Vessel Disease. Neuropsychiatr Dis Treat 2024; 20:307-316. [PMID: 38405425 PMCID: PMC10893791 DOI: 10.2147/ndt.s442334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 01/24/2024] [Indexed: 02/27/2024] Open
Abstract
Objective The purpose of this review is to identify the correlation between ICH and CSVD imaging markers under SMASH-U classification by searching and analyzing a large number of literatures in recent years, laying a theoretical foundation for future clinical research. At the same time, by collecting clinical data to evaluate patient prognosis, analyzing whether there are differences or supplements between clinical trial conclusions and previous theories, and ultimately guiding clinical diagnosis and treatment through the analysis of imaging biomarkers. Methods In this review, by searching CNKI, Web of Science, PubMed, FMRS and other databases, the use of "spontaneous intracerebral hemorrhage", "hypertensive hemorrhagic cerebral small vessel disease", "cerebral small vessel disease imaging", "Based cerebral small vessel diseases", "SMASH the -u classification" and their Chinese equivalents for the main search term. We focused on reading and analyzing hundreds of relevant literatures in the last decade from August 2011 to April 2020, and also included some earlier literatures with conceptual data sources. After screening and ranking the degree of relevance to this study, sixty of them were cited for analysis and elaboration. Results In patients with ICH, the number of cerebral microbleeds in lobes, basal ganglia, and the deep brain is positively correlated with ICH volume and independently correlated with neurological functional outcomes; white matter hyperintensity severity is positively correlated with ICH recurrence risk; multiple lacunar infarction independently predict the risk of ICH; severe brain atrophy is an independent risk factor for a poor prognosis in the long term in patients diagnosed with ICH; and the number of enlarged perivascular spaces is correlated with ICH recurrence. However, small subcortical infarct and ICH are the subject of few studies. Higher CSVD scores are independently associated with functional outcomes at 90 days in patients diagnosed with ICH.
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Affiliation(s)
- Yu-Tong Liu
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province, People’s Republic of China
| | - Chun-Yan Lei
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province, People’s Republic of China
| | - Lian-Mei Zhong
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, People’s Republic of China
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Incontri D, Marchina S, Andreev A, Wilson M, Wang JY, Lin D, Heistand EC, Carvalho F, Selim M, Lioutas VA. Etiology of Primary Cerebellar Intracerebral Hemorrhage Based on Topographic Localization. Stroke 2023; 54:3074-3080. [PMID: 37842779 PMCID: PMC10843011 DOI: 10.1161/strokeaha.123.044271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 09/22/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND Cerebellar intracerebral hemorrhage (cICH) is often attributed to hypertension or cerebral amyloid angiopathy (CAA). However, deciphering the exact etiology can be challenging. A recent study reported a topographical etiologic relationship with superficial cICH secondary to CAA. We aimed to reexamine this relationship between topography and etiology in a separate cohort of patients and using the most recent Boston criteria version 2.0. METHODS We performed a retrospective analysis of consecutive patients with primary cICH admitted to a tertiary academic center between 2000 and 2022. cICH location on brain computed tomography/magnetic resonance imaging scan(s) was divided into strictly superficial (cortex, surrounding white matter, vermis) versus deep (cerebellar nuclei, deep white matter, peduncular region) or mixed (both regions). Magnetic resonance imaging was rated for markers of cerebral small vessel disease. We assigned possible/probable versus absent CAA using Boston criteria 2.0. RESULTS We included 197 patients; 106 (53.8%) were females, median age was 74 (63-82) years. Fifty-six (28%) patients had superficial cICH and 141 (72%) deep/mixed cICH. Magnetic resonance imaging was available for 112 (57%) patients (30 [26.8%] with superficial and 82 [73.2%] with deep/mixed cICH). Patients with superficial cICH were more likely to have possible/probable CAA (48.3% versus 8.6%; odds ratio [OR], 11.43 [95% CI, 3.26-40.05]; P<0.001), strictly lobar cerebral microbleeds (51.7% versus 6.2%; OR, 14.18 [95% CI, 3.98-50.50]; P<0.001), and cortical superficial siderosis (13.8% versus 1.2%; OR, 7.70 [95% CI, 0.73-80.49]; P=0.08). Patients with deep/mixed cICH were more likely to have deep/mixed cerebral microbleeds (59.2% versus 3.4%; OR, 41.39 [95% CI, 5.01-341.68]; P=0.001), lacunes (54.9% versus 17.2%; OR, 6.14 [95% CI, 1.89-19.91]; P=0.002), severe basal ganglia enlarged perivascular spaces (36.6% versus 7.1%; OR, 7.63 [95% CI, 1.58-36.73]; P=0.01), hypertension (84.4% versus 62.5%; OR, 3.43 [95% CI, 1.61 to -7.30]; P=0.001), and higher admission systolic blood pressure (172 [146-200] versus 146 [124-158] mm Hg, P<0.001). CONCLUSIONS Our results suggest that superficial cICH is strongly associated with CAA whereas deep/mixed cICH is strongly associated with hypertensive arteriopathy.
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Affiliation(s)
- Diego Incontri
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
- Centro de Investigación en Ciencias de la Salud (CICSA), FCS, Universidad Anáhuac México Campus Norte, Av. Universidad Anáhuac No. 46, Col. Lomas Anáhuac, Huixquilucan, CP 52786, Edo. de México, México
| | - Sarah Marchina
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Alexander Andreev
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Mitchell Wilson
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Jia-Yi Wang
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - David Lin
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Elizabeth C. Heistand
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Filipa Carvalho
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Magdy Selim
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Vasileios-Arsenios Lioutas
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
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Suda S, Iguchi Y, Yagita Y, Kanzawa T, Okubo S, Fujimoto S, Kono Y, Kimura K. Resumption of oral anticoagulation in patients with non-valvular atrial fibrillation after intracerebral hemorrhage: A sub-analysis of the PASTA registry study. J Neurol Sci 2023; 453:120810. [PMID: 37742350 DOI: 10.1016/j.jns.2023.120810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 09/09/2023] [Accepted: 09/12/2023] [Indexed: 09/26/2023]
Abstract
PURPOSE To investigate the rate and timing of oral anticoagulant (OAC) resumption and its safety in patients after intracerebral hemorrhage (ICH) in current clinical practice in Japan. METHODS We conducted a sub-analysis of the PASTA registry, an observational, multicenter registry of 1043 patients with stroke receiving OACs in Japan, by including patients with ICH on OAC treatment for non-valvular atrial fibrillation (NVAF). The clinical characteristics of the patients in the resumption and non-resumption groups, rate and timing of OAC resumption, its safety, and switching of OACs after ICH were investigated. RESULTS Of the 160 patients (women, n = 52; median age, 77 years) included, OACs were resumed in 108 (68%) at a median of 7 days (interquartile range, 4-11) after acute ICH onset. The non-resumption group had higher rates of hematoma expansion (21.2% vs. 7.4%; P = 0.0118) and modified Rankin Scale (mRS) scores at discharge (4 (Suda et al., 2019; Steiner et al., 2014 [3, 4]) vs. 4 (Suda et al., 2019; Steiner et al., 2014; Pasquini et al., 2014 [3-5]); P = 0.0302}. The resumption rate in the mRS 0-4 group was higher than that in the mRS 5 group (75.2% vs. 46.5%; P = 0.00006). The number of days to resumption after ICH onset was longer in the mRS 5 than that in the mRS 0-4 group (median 12 days vs. 7 days, P = 0.0065). There were no significant differences in new-onset ICH, symptomatic hematoma expansion, or gastrointestinal bleeding between groups (P > 0.05). CONCLUSIONS Early resumption of OAC for NVAF in patients after ICH appeared to be safe. Expected functional outcomes at discharge were associated with OAC resumption and with the timing of resumption. REGISTRATION https://upload.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000034958.
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Affiliation(s)
- Satoshi Suda
- Department of Neurology, Nippon Medical School, Tokyo, Japan; Department of Neurology and Cerebrovascular Medicine, Saitama Medical University International Medical Center, Saitama, Japan.
| | - Yasuyuki Iguchi
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Yoshiki Yagita
- Department of Stroke Medicine, Kawasaki Medical School, Okayama, Japan
| | - Takao Kanzawa
- Department of Stroke Medicine, Institute of Brain and Blood Vessels, Mihara Memorial Hospital, Gunma, Japan; Institute of HM Network, Gunyukai Isesaki Clinic, Gunma, Japan
| | - Seiji Okubo
- Department of Cerebrovascular Medicine, NTT Medical Center Tokyo, Tokyo, Japan
| | - Shigeru Fujimoto
- Division of Neurology, Department of Medicine, Jichi Medical University Hospital, Tochigi, Japan
| | - Yu Kono
- Department of Neurology, Fuji City General Hospital, Shizuoka, Japan
| | - Kazumi Kimura
- Department of Neurology, Nippon Medical School, Tokyo, Japan
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Potter TBH, Tannous J, Pan AP, Bako A, Johnson C, Baig E, Kelly H, McCane CD, Garg T, Gadhia R, Misra V, Volpi J, Britz G, Chiu D, Vahidy FS. Stroke severity mediates the effect of socioeconomic disadvantage on poor outcomes among patients with intracerebral hemorrhage. Front Neurol 2023; 14:1176924. [PMID: 37384280 PMCID: PMC10293742 DOI: 10.3389/fneur.2023.1176924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 05/08/2023] [Indexed: 06/30/2023] Open
Abstract
Background Socioeconomic deprivation drives poor functional outcomes after intracerebral hemorrhage (ICH). Stroke severity and background cerebral small vessel disease (CSVD) burden have each been linked to socioeconomic status and independently contribute to worse outcomes after ICH, providing distinct, plausible pathways for the effects of deprivation. We investigate whether admission stroke severity or cerebral small vessel disease (CSVD) mediates the effect of socioeconomic deprivation on 90-day functional outcomes. Methods Electronic medical record data, including demographics, treatments, comorbidities, and physiological data, were analyzed. CSVD burden was graded from 0 to 4, with severe CSVD categorized as ≥3. High deprivation was assessed for patients in the top 30% of state-level area deprivation index scores. Severe disability or death was defined as a 90-day modified Rankin Scale score of 4-6. Stroke severity (NIH stroke scale (NIHSS)) was classified as: none (0), minor (1-4), moderate (5-15), moderate-severe (16-20), and severe (21+). Univariate and multivariate associations with severe disability or death were determined, with mediation evaluated through structural equation modelling. Results A total of 677 patients were included (46.8% female; 43.9% White, 27.0% Black, 20.7% Hispanic, 6.1% Asian, 2.4% Other). In univariable modelling, high deprivation (odds ratio: 1.54; 95% confidence interval: [1.06-2.23]; p = 0.024), severe CSVD (2.14 [1.42-3.21]; p < 0.001), moderate (8.03 [2.76-17.15]; p < 0.001), moderate-severe (32.79 [11.52-93.29]; p < 0.001), and severe stroke (104.19 [37.66-288.12]; p < 0.001) were associated with severe disability or death. In multivariable modelling, severe CSVD (3.42 [1.75-6.69]; p < 0.001) and moderate (5.84 [2.27-15.01], p < 0.001), moderate-severe (27.59 [7.34-103.69], p < 0.001), and severe stroke (36.41 [9.90-133.85]; p < 0.001) independently increased odds of severe disability or death; high deprivation did not. Stroke severity mediated 94.1% of deprivation's effect on severe disability or death (p = 0.005), while CSVD accounted for 4.9% (p = 0.524). Conclusion CSVD contributed to poor functional outcome independent of socioeconomic deprivation, while stroke severity mediated the effects of deprivation. Improving awareness and trust among disadvantaged communities may reduce admission stroke severity and improve outcomes.
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Affiliation(s)
| | - Jonika Tannous
- Department of Neurosurgery, Houston Methodist, Houston, TX, United States
| | - Alan P. Pan
- Center for Health Data Science and Analytics, Houston Methodist, Houston, TX, United States
| | - Abdulaziz Bako
- Department of Neurosurgery, Houston Methodist, Houston, TX, United States
| | - Carnayla Johnson
- Department of Neurosurgery, Houston Methodist, Houston, TX, United States
| | - Eman Baig
- Department of Neurosurgery, Houston Methodist, Houston, TX, United States
| | - Hannah Kelly
- Department of Neurosurgery, Houston Methodist, Houston, TX, United States
| | - Charles D. McCane
- Department of Neurology, Houston Methodist, Houston, TX, United States
| | - Tanu Garg
- Department of Neurology, Houston Methodist, Houston, TX, United States
- Department of Neurology, Weill Cornell Medicine, White Plains, NY, United States
- Department of Neurology, Houston Methodist Academic Institute, Houston Methodist, Houston, TX, United States
| | - Rajan Gadhia
- Department of Neurology, Houston Methodist, Houston, TX, United States
- Department of Neurology, Weill Cornell Medicine, White Plains, NY, United States
- Department of Neurology, Houston Methodist Academic Institute, Houston Methodist, Houston, TX, United States
| | - Vivek Misra
- Department of Neurology, Houston Methodist, Houston, TX, United States
- Department of Neurology, Weill Cornell Medicine, White Plains, NY, United States
- Department of Neurology, Houston Methodist Academic Institute, Houston Methodist, Houston, TX, United States
| | - John Volpi
- Department of Neurology, Houston Methodist, Houston, TX, United States
- Department of Neurology, Weill Cornell Medicine, White Plains, NY, United States
- Department of Neurology, Houston Methodist Academic Institute, Houston Methodist, Houston, TX, United States
| | - Gavin Britz
- Department of Neurosurgery, Houston Methodist, Houston, TX, United States
- Department of Neurology, Weill Cornell Medicine, White Plains, NY, United States
- Department of Neurology, Houston Methodist Academic Institute, Houston Methodist, Houston, TX, United States
- Department of Neurological Surgery, Houston Methodist Neurological Institute, Houston Methodist, Houston, TX, United States
| | - David Chiu
- Department of Neurology, Houston Methodist, Houston, TX, United States
- Department of Neurology, Weill Cornell Medicine, White Plains, NY, United States
- Department of Neurology, Houston Methodist Academic Institute, Houston Methodist, Houston, TX, United States
| | - Farhaan S. Vahidy
- Department of Neurosurgery, Houston Methodist, Houston, TX, United States
- Center for Health Data Science and Analytics, Houston Methodist, Houston, TX, United States
- Department of Neurology, Weill Cornell Medicine, White Plains, NY, United States
- Department of Neurology, Houston Methodist Academic Institute, Houston Methodist, Houston, TX, United States
- Department of Neurological Surgery, Houston Methodist Neurological Institute, Houston Methodist, Houston, TX, United States
- Department of Population Health Sciences, Weill Cornell Medicine, White Plains, NY, United States
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Suda S, Abe A, Iguchi Y, Yagita Y, Kanzawa T, Okubo S, Fujimoto S, Kono Y, Kimura K. Safety of recanalization therapy in patients with acute ischemic stroke on direct oral anticoagulants: A sub-analysis of PASTA registry study. J Neurol Sci 2023; 448:120639. [PMID: 37030185 DOI: 10.1016/j.jns.2023.120639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 02/23/2023] [Accepted: 03/26/2023] [Indexed: 03/30/2023]
Abstract
BACKGROUND The safety of intravenous recombinant tissue plasminogen activator (rtPA) and mechanical thrombectomy (MT) in patients treated with direct oral anticoagulants (DOACs) before stroke has not been fully investigated. Therefore, we aimed to investigate the safety of recanalization therapy in patients receiving DOACs. METHODS We assessed data from a prospective multicenter registry of patients with stroke, including those with acute ischemic stroke (AIS) treated with rtPA and/or MT who were administered DOACs. We evaluated the safety of recanalization considering the DOACs dosage and interval between the last DOAC intake and recanalization. RESULTS The final analysis included 108 patients (women, n = 54; median age, 81 years; DOAC overdose, n = 7; appropriate dose, n = 74; and inappropriate low dose, n = 27). The rate of any ICH differed significantly among overdose-, appropriate dose-, and inappropriate-low dose DOACs groups (71.4, 23.0, and 33.3%, respectively; P = 0.0121), whereas no significant difference was observed in respect of symptomatic ICH (P = 0.6895). Multivariate analysis showed that the National Institutes of Health Stroke Scale score on admission (odds ratio [OR]: 1.06, 95% confidence interval [CI]: 1.01-1.11; P = 0.0267) and overdose-DOAC (OR: 8.40, 95% CI: 1.24-56.88; P = 0.0291) were independently associated with any ICH. No relationship was observed between the timing of the last DOAC intake and occurrence of ICH in patients treated with rtPA and/or MT (all P > 0.05). CONCLUSION Recanalization therapy during DOAC treatment may be safe in selected patients with AIS, if it is performed >4 h after the last DOAC intake and the patient is not overdosed with DOACs. REGISTRATION https://upload.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000034958.
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Ramaswamy S, Khasiyev F, Gutierrez J. Brain Enlarged Perivascular Spaces as Imaging Biomarkers of Cerebrovascular Disease: A Clinical Narrative Review. J Am Heart Assoc 2022; 11:e026601. [PMID: 36533613 PMCID: PMC9798817 DOI: 10.1161/jaha.122.026601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Perivascular spaces or Virchow-Robin spaces form pathways along the subarachnoid spaces that facilitate the effective clearance of brain metabolic by-products through intracellular exchange and drainage of cerebrospinal fluid. Best seen on magnetic resonance imaging of the brain, enlarged perivascular spaces (EPVSs) are increasingly recognized as potential imaging biomarkers of neurological conditions. EPVSs are an established subtype of cerebral small-vessel disease; however, their associations with other cerebrovascular disorders are yet to be fully understood. In particular, there has been great interest in the association between the various parameters of EPVSs, such as number, size, and topography, and vascular neurological conditions. Studies have identified cross-sectional and longitudinal relationships between EPVS parameters and vascular events, such as ischemic stroke (both clinical and silent), intracerebral hemorrhage, vascular risk factors, such as age and hypertension, and neurodegenerative processes, such as vascular dementia and Alzheimer disease. However, these studies are limited by heterogeneity of data and the lack of consistent results across studied populations. Existing meta-analyses also fail to provide uniformity of results. We performed a qualitative narrative review with an aim to provide an overview of the associations between EPVSs and cerebrovascular diseases, which may help recognize gaps in our knowledge, inform the design of future studies, and advance the role of EPVSs as imaging biomarkers.
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Affiliation(s)
- Srinath Ramaswamy
- Department of NeurologySUNY Downstate Health Sciences UniversityBrooklynNY
| | - Farid Khasiyev
- Department of NeurologySt. Louis University School of MedicineSt. LouisMO
| | - Jose Gutierrez
- Department of NeurologyColumbia University Irving Medical CenterNew YorkNY
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Diagnosis and Treatment Effect of Convolutional Neural Network-Based Magnetic Resonance Image Features on Severe Stroke and Mental State. CONTRAST MEDIA & MOLECULAR IMAGING 2021; 2021:8947789. [PMID: 34385898 PMCID: PMC8328714 DOI: 10.1155/2021/8947789] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Accepted: 07/15/2021] [Indexed: 11/18/2022]
Abstract
The purpose of this paper is to explore the impact of magnetic resonance imaging (MRI) image features based on convolutional neural network (CNN) algorithm and conditional random field on the diagnosis and mental state of patients with severe stroke. 208 patients with severe stroke who all received MRI examination were recruited as the research objects. According to cerebral small vascular disease (CSVD) score, the patients were divided into CSVD 0∼4 groups. The patients who completed the three-month follow-up were classified into cognitive impairment group (124 cases) and the noncognitive impairment group (84 cases) according to the cut-off point of the Montreal cognitive assessment (MOCA) scale score of 26. A novel image segmentation algorithm was proposed based on U-shaped fully CNN (U-Net) and conditional random field, which was compared with the fully CNN (FCN) algorithm and U-Net algorithm, and was applied to the MRI segmentation training of patients with severe stroke. It was found that the average symmetric surface distance (ASSD) (3.13 ± 1.35), Hoffman distance (HD) (28.71 ± 9.05), Dice coefficient (0.78 ± 1.35), accuracy (0.74 ± 0.11), and sensitivity (0.85 ± 0.13) of the proposed algorithm were superior to those of FCN algorithm and U-Net algorithm. There were significant differences in the MOCA scores among the five groups of patients from CSVD 0 to CSVD 4 in the three time periods (0, 1, and 3 months) (P < 0.05). Differences in cerebral microhemorrhage (CMB), perivascular space (PVS), and number of cavities, Fazekas, and total CSVD scores between the two groups were significant (P < 0.05). Multivariate regression found that the number of PVS, white matter hyperintensity (WMH) Fazekas, and total CSVD score were independent factors of cognitive impairment. In short, MRI images based on deep learning image segmentation algorithm had good application value for clinical diagnosis and treatment of stroke and can effectively improve the detection effect of brain domain characteristics and psychological state of patients after stroke.
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Pasi M, Casolla B, Kyheng M, Boulouis G, Kuchcinski G, Moulin S, Labreuche J, Henon H, Leys D, Cordonnier C. Long-term functional decline of spontaneous intracerebral haemorrhage survivors. J Neurol Neurosurg Psychiatry 2021; 92:249-254. [PMID: 33239438 DOI: 10.1136/jnnp-2020-324741] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 09/24/2020] [Accepted: 10/14/2020] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To identify in patients who survived 6 months after a spontaneous intracerebral haemorrhage (ICH) baseline characteristics and new clinical events associated with functional decline. METHODS In a single-centre study, we prospectively included 6-month survivors with a modified Rankin Scale (mRS) score 0-3. We defined functional decline by a transition to mRS 4-5. We evaluated associations of baseline characteristics and new clinical events with functional decline, using univariate and multivariable models. RESULTS Of 560 patients, 174 (31%) had an mRS score 0-3 at 6 months. During a median follow-up of 9 years (IQR 8.1-9.5), 40 (23%) converted to mRS 4-5. Age, diabetes mellitus, ICH volume and higher mRS scores at 6 months were independently associated with functional decline. Among baseline MRI markers, presence of strictly lobar cerebral microbleeds (CMBs), and mixed lobar and deep CMBs were independently associated with functional decline. When new clinical events occurring during follow-up were added in multivariable models, age (cause-specific HR (CSHR): 1.07; 95% CI: 1.03 to 1.11), ICH volume (CSHR: 1.03; 95% CI: 1.01 to 1.06), mRS score at 6 months (CSHR per 1 point increase 1.61, 95% CI 1.07 to 2.43), occurrence of dementia (CSHR: 3.81, 95% CI: 1.78 to 8.16) and occurrence of any stroke (CSHR: 4.29, 95% CI: 1.80 to 10.22) remained independently associated with transition to mRS 4-5. INTERPRETATION Almost one-fourth of patients with spontaneous ICH developed a functional decline over time. Age, ICH volume, higher mRS score at 6 months and new clinical events after ICH are the major determinants.
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Affiliation(s)
- Marco Pasi
- Neurology, University of Lille, Lille, Hauts-de-France, France
| | - Barbara Casolla
- Neurology. Stroke Unit, CHU Lille, Lille, Hauts-de-France, France
| | - Maeva Kyheng
- Medical Pharmacology, CHU Lille, Lille, Hauts-de-France, France
| | - Grégoire Boulouis
- Neuroradiology, University Paris Descartes Faculty of Medicine Site Cochin, Paris, Île-de-France, France
| | - Gregory Kuchcinski
- Neuroradiology, Lille University Hospital Center, Lille, Hauts-de-France, France
| | - Solène Moulin
- Department of Neurology, University Hospital Centre Reims, Reims, Champagne-Ardenne, France
| | - Julien Labreuche
- Statistical Department, CHU Lille, Lille, Hauts-de-France, France
| | - Hilde Henon
- Stroke Unit, CHU Lille, Lille, Hauts-de-France, France
| | - Didier Leys
- Neurology, Stroke Unit, University of Lille, Lille, Hauts-de-France, France
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Pasi M, Casolla B, Kyheng M, Boulouis G, Kuchcinski G, Moulin S, Labreuche J, Hénon H, Cordonnier C, Leys D. Long-term mortality in survivors of spontaneous intracerebral hemorrhage. Int J Stroke 2020; 16:448-455. [DOI: 10.1177/1747493020954946] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Factors associated with long-term mortality after spontaneous intracerebral hemorrhage (ICH) have been poorly investigated. Aim Our objective was to identify variables associated with long-term mortality in a prospective cohort of 30-day ICH survivors. Methods We prospectively included consecutive 30-day spontaneous ICH survivors. We evaluated baseline and follow-up clinical characteristics and magnetic resonance imaging (MRI) markers of chronic brain injury as variables associated with long-term mortality using univariate and multivariable Cox proportional hazard regression models. Results Of 560 patients with spontaneous ICH, 304 (54.2%) survived more than 30 days and consented for follow-up. During a median follow-up of 10 years (interquartile range: 8.0–10.5), 176 patients died. The cumulative survival rate at 10 years was 38%. In multivariable analysis, variables independently associated with long-term mortality were age (hazard ratio (HR) per 10-year increase: 1.68, 95% confidence interval (CI): 1.45–1.95), male gender (HR: 1.41, CI: 1.02–1.95), prestroke dependency (HR: 1.66, CI: 1.15–2.39), National Institutes of Health Stroke Scale score (HR per 1-point increase: 1.03, CI: 1.01–1.04), occurrence of any stroke (HR: 2.24, CI: 1.39–3.60), and dementia (HR: 1.51, CI: 1.06–2.16) during follow-up. Among MRI markers, only cerebral atrophy (HR per 1-point increase: 1.50, CI: 1.13–2.00) was independently associated with long-term mortality. Conclusions Preexisting comorbidities, clinical severity at presentation, and significant clinical event during follow-up are associated with long-term mortality. Among MRI markers of chronic brain injury, only cerebral atrophy is associated with long-term mortality.
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Affiliation(s)
- Marco Pasi
- U1172 - LilNCog - Lille Neuroscience & Cognition, University of Lille, Inserm, CHU Lille, Lille, France
| | - Barbara Casolla
- U1172 - LilNCog - Lille Neuroscience & Cognition, University of Lille, Inserm, CHU Lille, Lille, France
| | - Maéva Kyheng
- Department of Biostatics and Public Health, University of Lille, EA 2694, CHU Lille, Lille, France
| | - Grégoire Boulouis
- Department of Neuroradiology, University of Lille, Inserm U1171, CHU Lille, Lille, France
- Department of Neuroradiology, Paris-Descartes University, Inserm U894, Saint-Anne Hospital, Paris, France
| | - Grégory Kuchcinski
- Department of Neuroradiology, University of Lille, Inserm U1171, CHU Lille, Lille, France
| | - Solène Moulin
- U1172 - LilNCog - Lille Neuroscience & Cognition, University of Lille, Inserm, CHU Lille, Lille, France
| | - Julien Labreuche
- Department of Biostatics and Public Health, University of Lille, EA 2694, CHU Lille, Lille, France
| | - Hilde Hénon
- U1172 - LilNCog - Lille Neuroscience & Cognition, University of Lille, Inserm, CHU Lille, Lille, France
| | - Charlotte Cordonnier
- U1172 - LilNCog - Lille Neuroscience & Cognition, University of Lille, Inserm, CHU Lille, Lille, France
| | - Didier Leys
- U1172 - LilNCog - Lille Neuroscience & Cognition, University of Lille, Inserm, CHU Lille, Lille, France
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Kulesh AA. Current approaches to diagnosing in intracerebral hemorrhage. NEUROLOGY, NEUROPSYCHIATRY, PSYCHOSOMATICS 2020. [DOI: 10.14412/2074-2711-2020-2-4-11] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- A. A. Kulesh
- Acad. E.A. Vagner Perm State Medical University, Ministry of Health of Russia
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Smith EE, Wollenweber FA. Cerebellar Microbleed Patterns: Potential Relevance for the Boston Criteria, Version 2.0. Stroke 2019; 51:4-5. [PMID: 31726964 DOI: 10.1161/strokeaha.119.027416] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Eric E Smith
- From the Department of Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, AB, Canada (E.E.S.)
| | - Frank A Wollenweber
- Institute for Stroke and Dementia Research (F.A.W.), Klinikum der Universität München, Ludwig-Maximilians-Universität, Munich, Germany
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