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Naji N, Gee M, Jickling GC, Emery DJ, Saad F, McCreary CR, Smith EE, Camicioli R, Wilman AH. Quantifying cerebral microbleeds using quantitative susceptibility mapping from magnetization-prepared rapid gradient-echo. NMR Biomed 2024:e5139. [PMID: 38465729 DOI: 10.1002/nbm.5139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 02/07/2024] [Accepted: 02/13/2024] [Indexed: 03/12/2024]
Abstract
T1-weighted magnetization-prepared rapid gradient-echo (MPRAGE) is commonly included in brain studies for structural imaging using magnitude images; however, its phase images can provide an opportunity to assess microbleed burden using quantitative susceptibility mapping (QSM). This potential application for MPRAGE-based QSM was evaluated using in vivo and simulated measurements. Possible factors affecting image quality were also explored. Detection sensitivity was evaluated against standard multiecho gradient echo (MEGE) QSM using 3-T in vivo data of 15 subjects with a combined total of 108 confirmed microbleeds. The two methods were compared based on the microbleed size and susceptibility measurements. In addition, simulations explored the detection sensitivity of MPRAGE-QSM at different representative magnetic field strengths and echo times using microbleeds of different size, susceptibility, and location. Results showed that in vivo microbleeds appeared to be smaller (× 0.54) and of higher mean susceptibility (× 1.9) on MPRAGE-QSM than on MEGE-QSM, but total susceptibility estimates were in closer agreement (slope: 0.97, r2 : 0.94), and detection sensitivity was comparable. In simulations, QSM at 1.5 T had a low contrast-to-noise ratio that obscured the detection of many microbleeds. Signal-to-noise ratio (SNR) levels at 3 T and above resulted in better contrast and increased detection. The detection rates for microbleeds of minimum one-voxel diameter and 0.4-ppm susceptibility were 0.55, 0.80, and 0.88 at SNR levels of 1.5, 3, and 7 T, respectively. Size and total susceptibility estimates were more consistent than mean susceptibility estimates, which showed size-dependent underestimation. MPRAGE-QSM provides an opportunity to detect and quantify the size and susceptibility of microbleeds of at least one-voxel diameter at B0 of 3 T or higher with no additional time cost, when standard T2 *-weighted images are not available or have inadequate spatial resolution. The total susceptibility measure is more robust against sequence variations and might allow combining data from different protocols.
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Affiliation(s)
- Nashwan Naji
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Myrlene Gee
- Division of Neurology, University of Alberta, Edmonton, Alberta, Canada
| | - Glen C Jickling
- Division of Neurology, University of Alberta, Edmonton, Alberta, Canada
| | - Derek J Emery
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
| | - Feryal Saad
- Radiology and Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Cheryl R McCreary
- Radiology and Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Seaman Family MR Research Centre, Foothills Medical Centre, Calgary, Alberta, Canada
| | - Eric E Smith
- Radiology and Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Richard Camicioli
- Division of Neurology, University of Alberta, Edmonton, Alberta, Canada
| | - Alan H Wilman
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
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Long RM, DuVal M, Mulvany-Robbins B, Wagner AN, Jickling GC. Emotional dysmetria after cerebellar-pontine stroke: a case report. J Med Case Rep 2023; 17:544. [PMID: 38098127 PMCID: PMC10722665 DOI: 10.1186/s13256-023-04294-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 11/29/2023] [Indexed: 12/17/2023] Open
Abstract
INTRODUCTION Pseudobulbar affect, or emotional dysregulation, commonly occurs following stroke. However, it is frequently missed in cases involving the cerebellum, resulting in a lack of treatment, which can directly impact stroke rehabilitation. CASE PRESENTATION A 63-year-old Caucasian female with no history of mood disorders presented with gait instability, dysarthria, and right sided hemiplegia, secondary to cerebellar and pontine ischemic stroke from a basilar occlusion. She underwent endovascular therapy and her deficits gradually improved. However during recovery she began to develop uncontrollable tearfulness while retaining insight that her emotional expression was contextually inappropriate. She was treated with a selective serotonin reuptake inhibitor with reported improvements in her emotional regulation at one year follow up. CONCLUSION This case highlights cerebellar injury as a potential cause of poorly regulated emotions, or an emotional dysmetria. The recognition of this disorder in patients with cerebellar or pontine strokes is critical, as untreated pseudobulbar affect can impact future stroke rehabilitation.
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Affiliation(s)
- Rebecca M Long
- Cumming School of Medicine, University of Calgary, Calgary, Canada.
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.
| | - Michèle DuVal
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
| | | | - Amanda N Wagner
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
| | - Glen C Jickling
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
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Okusanya D, Ezeugwa JC, Khan A, Buck B, Jickling GC, Ezeugwu VE. The whole day matters after stroke: Study protocol for a randomized controlled trial investigating the effect of a 'sit less, move more, sleep better' program early after stroke. PLoS One 2023; 18:e0290515. [PMID: 38060584 PMCID: PMC10703225 DOI: 10.1371/journal.pone.0290515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 11/13/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Movement-related behaviours, including prolonged sedentary behaviour, physical inactivity, and poor sleep, are associated with worse functional outcomes poststroke. Addressing these co-dependent behaviours early after stroke may help to optimize recovery and improve overall quality of life for individuals with stroke. OBJECTIVE This study aims to determine the feasibility and effect of a 'sit less, move more, sleep better' program early after stroke on functional mobility and global disability outcomes, while also exploring imaging and behavioural markers that may influence walking recovery. METHODS The study is an assessor-blinded, single-center, parallel-group, randomized controlled trial to be completed within 24 months from July 12, 2023 to June 30, 2025. We will enroll 50 patients with acute ischemic stroke within 7 days from symptom onset, aged 18 years or older, and with ongoing walking goals. Demographic and stroke characteristics, including stroke risk factors, neuroimaging, and acute stroke treatments, will be determined and documented. All participants will wear an accelerometer for one week at three different time-points (baseline, 6, and 12 weeks) to assess movement-related behaviours. Following randomization, participants in the intervention arm will receive a 'sit less, move more, sleep better' program for up to 1 hour/day, 5 days/week, for 6 weeks to enhance self-efficacy for change. Participants in the control arm will receive usual inpatient and early supported stroke discharge care. The feasibility outcomes will include reach (enrolled/eligible), retention (completed/enrolled), adverse events, and program adherence. Other outcomes at 6 and 12 weeks include the modified Rankin Scale, Timed-Up and Go, movement-related behaviours, walking endurance, gait speed, cognition, stroke severity and quality of life. Mixed-effects models will assess changes in outcomes over time. Compositional associations between movement-related behaviours and outcomes will consider covariates such as imaging markers. DISCUSSION Adopting a whole-day approach to poststroke rehabilitation will provide valuable insights into the relationship between optimizing movement-related behaviours early after stroke and their impact on functional outcomes. Through exploring person-specific behavioural and imaging markers, this study may inform precision rehabilitation strategies, and guide clinical decision making for more tailored interventions. TRIAL REGISTRATION Clinical Trial registration (ClinicalTrials.gov Identifier: NCT05753761, March 3, 2023).
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Affiliation(s)
- Deborah Okusanya
- Faculty of Rehabilitation Medicine, Department of Physical Therapy, University of Alberta, Edmonton, Alberta, Canada
| | - Joy C. Ezeugwa
- Faculty of Rehabilitation Medicine, Department of Physical Therapy, University of Alberta, Edmonton, Alberta, Canada
| | - Aiza Khan
- Faculty of Rehabilitation Medicine, Department of Physical Therapy, University of Alberta, Edmonton, Alberta, Canada
| | - Brian Buck
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Glen C. Jickling
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Victor E. Ezeugwu
- Faculty of Rehabilitation Medicine, Department of Physical Therapy, University of Alberta, Edmonton, Alberta, Canada
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4
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Falcione S, Spronk E, Munsterman D, Joy T, Boghozian R, Jickling GC. Sex Differences in Thrombin Generation in Patients with Acute Ischemic Stroke. Transl Stroke Res 2023:10.1007/s12975-023-01200-1. [PMID: 37987986 DOI: 10.1007/s12975-023-01200-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 11/22/2023]
Abstract
Sex differences in stroke exist, including variation in stroke risk and outcome. Differences in thrombin generation may contribute to this variation between females and males. To examine this, we assessed sex differences in thrombin generation between females and males with acute ischemic stroke and the relationship to blood cell gene expression. In 97 patients with acute ischemic stroke, thrombin generation was measured by thrombin generation assay. Blood cell gene expression was measured by microarray. Differences in thrombin generation between sexes were identified and the relationship to blood cell gene expression examined. Genes associated with sex differences in thrombin generation were analyzed by functional pathway analysis. Females and males had similar overall capacity to generate thrombin. The peak thrombin generated in females was 468.8 nM (SD 91.6), comparable to males (479.3nM;SD 90.8; p = 0.58). Lag time, time to peak thrombin, and endogenous thrombin potential were also similar between females and males. While overall thrombin generation was comparable between females and males with stroke, differences in genes that promote this thrombin generation exist. Females with high peak thrombin had an increase in genes that promote thrombosis, and platelet activation. In contrast, males with high peak thrombin had a decrease in genes involved in thrombus degradation. Females and males with acute ischemic stroke have similar capacity to generate thrombin, however, differences may exist in how this thrombin generation is achieved, with females having increased thrombin signaling, and platelet activation, and males having decreased thrombus degradation. This suggests regulatory differences in thrombosis may exist between females and males that may contribute to sex differences in stroke.
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Affiliation(s)
- Sarina Falcione
- Department of Medicine, Division of Neurology, University of Alberta, 11315 87th Ave NW, Edmonton, T6G 2H5, Canada.
| | - Elena Spronk
- Department of Medicine, Division of Neurology, University of Alberta, 11315 87th Ave NW, Edmonton, T6G 2H5, Canada
| | - Danielle Munsterman
- Department of Medicine, Division of Neurology, University of Alberta, 11315 87th Ave NW, Edmonton, T6G 2H5, Canada
| | - Twinkle Joy
- Department of Medicine, Division of Neurology, University of Alberta, 11315 87th Ave NW, Edmonton, T6G 2H5, Canada
| | - Roobina Boghozian
- Department of Medicine, Division of Neurology, University of Alberta, 11315 87th Ave NW, Edmonton, T6G 2H5, Canada
| | - Glen C Jickling
- Department of Medicine, Division of Neurology, University of Alberta, 11315 87th Ave NW, Edmonton, T6G 2H5, Canada
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Boghozian R, Falcione S, Jickling GC. Inflammatory Markers and Risk of Cardiovascular Events in Ischemic Stroke. Stroke 2023; 54:1300-1302. [PMID: 37026457 DOI: 10.1161/strokeaha.123.042584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
Affiliation(s)
- Roobina Boghozian
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Canada. (R.B., S.F., G.C.J.)
| | - Sarina Falcione
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Canada. (R.B., S.F., G.C.J.)
| | - Glen C Jickling
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Canada. (R.B., S.F., G.C.J.)
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada. (G.C.J.)
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Alrohimi A, Rose DZ, Burgin WS, Renati S, Hilker N, Deng W, Oliveira G, Beckie T, Labovitz AJ, Fradley MG, Tran N, Gioia L, Kate M, Ng KH, Dowlatshahi D, Field TS, Coutts SB, Siddiqui M, Hill MD, Miller J, Jickling GC, Shuaib A, Buck B, Sharma M, Butcher K. Risk of Hemorrhagic Transformation with Early Use of Direct Oral Anticoagulants after Acute Ischemic Stroke: A Pooled Analysis of Prospective Studies and Randomized Trials. Int J Stroke 2023:17474930231164891. [PMID: 36907985 DOI: 10.1177/17474930231164891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2023]
Abstract
INTRODUCTION Precise risk of hemorrhagic transformation (HT) in acute ischemic stroke (AIS) remains unknown, leading to delays in anticoagulation initiation for secondary stroke prevention. We sought to assess the rate of HT associated with direct oral anticoagulant (DOAC) initiation within and beyond 48 hours post-AIS. METHODS A pooled analysis of DOAC initiation within 14 days of AIS or transient ischemic attack (TIA) was conducted with 6 studies (4 prospective open label treatment, blinded outcome studies and 2 randomized trials; NCT02295826 and NCT02283294). The primary endpoint was incident radiographic HT on follow-up imaging (day 7-30). Secondary endpoints included symptomatic HT, new parenchymal hemorrhage, recurrent ischemic events, extracranial hemorrhage, study-period mortality, and follow-up modified Rankin Scale score. The results were reported as odds ratio (OR) or hazard ratio (HR) with 95% confidence interval (CI). RESULTS We evaluated 509 patients; median infarct volume was 1.5 (0.1-7.8) ml, and median National Institutes of Health Stroke Scale was 2 (0-3). Incident radiographic HT was seen on follow-up scan in 34 (6.8%) patients. DOAC initiation within 48 hours from index event was not associated with incident HT (adjusted OR 0.67, [0.30 - 1.50] P=0.32). No patients developed symptomatic HT. Conversely, 31 (6.1%) patients developed recurrent ischemic events, 64% of which occurred within 14 days. Initiating a DOAC within 48 hours of onset was associated with similar recurrent ischemic event rates compared to those in which treatment was delayed (HR 0.42, [0.17 - 1.008] P=0.052). In contrast to HT, recurrent ischemic events were associated with poor functional outcomes (OR=6.8, [2.84 - 16.24], p<0.001). CONCLUSIONS In this pooled analysis, initiation of DOAC within 48 hours post-stroke was not associated with increased incident risk of HT, and none developed symptomatic HT. The analysis was underpowered to determine the effect of early DOAC use upon recurrent ischemic events.
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Affiliation(s)
- Anas Alrohimi
- University of Alberta, Medicine, Edmonton, Canada 3158.,King Saud University, Medicine, Riyadh, Saudi Arabia.,Cleveland Clinic, Cerebrovascular Canter, Cleveland, OH, USA
| | - David Z Rose
- University of South Florida, Neurology, Tampa, FL, USA 33697
| | | | - Swetha Renati
- University of South Florida, Neurology, Tampa, FL, USA 7831
| | | | - Wei Deng
- University of South Florida, Medicine, Tampa, FL, USA 7831
| | | | - Theresa Beckie
- University of South Florida, College of Nursing, Tampa, FL, USA 7831
| | | | | | - Nhi Tran
- University of South Florida, Medicine, Tampa, FL, USA 7831
| | - Laura Gioia
- University of Montreal, Neurology, Montreal, Canada 25443
| | - Mahesh Kate
- University of Alberta, Medicine, Edmonton, Canada 3158
| | - Kuan H Ng
- McMaster University, Medicine, Hamilton, Canada 3710
| | | | | | - Shelagh B Coutts
- University of Calgary, Department of Clinical Neurosciences, Calgary, Canada 2129
| | | | - Michael D Hill
- University of Calgary, Department of Clinical Neurosciences, Calgary, Canada 2129
| | - Jodi Miller
- McMaster University, Medicine, Hamilton, Canada 3710
| | | | - Ashfaq Shuaib
- University of Alberta, Medicine, Edmonton, Canada 3158
| | - Brian Buck
- University of Alberta, Medicine, Edmonton, Canada 25484
| | - Mukul Sharma
- McMaster University, Medicine, Hamilton, Canada 3710
| | - Kenneth Butcher
- University of Alberta, Medicine, Edmonton, Canada 6804.,University of New South Wales, Sydney, Australia
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Carmona-Mora P, Knepp B, Jickling GC, Zhan X, Hakoupian M, Hull H, Alomar N, Amini H, Sharp FR, Stamova B, Ander BP. Monocyte, neutrophil, and whole blood transcriptome dynamics following ischemic stroke. BMC Med 2023; 21:65. [PMID: 36803375 PMCID: PMC9942321 DOI: 10.1186/s12916-023-02766-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 12/21/2022] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND After ischemic stroke (IS), peripheral leukocytes infiltrate the damaged region and modulate the response to injury. Peripheral blood cells display distinctive gene expression signatures post-IS and these transcriptional programs reflect changes in immune responses to IS. Dissecting the temporal dynamics of gene expression after IS improves our understanding of immune and clotting responses at the molecular and cellular level that are involved in acute brain injury and may assist with time-targeted, cell-specific therapy. METHODS The transcriptomic profiles from peripheral monocytes, neutrophils, and whole blood from 38 ischemic stroke patients and 18 controls were analyzed with RNA-seq as a function of time and etiology after stroke. Differential expression analyses were performed at 0-24 h, 24-48 h, and >48 h following stroke. RESULTS Unique patterns of temporal gene expression and pathways were distinguished for monocytes, neutrophils, and whole blood with enrichment of interleukin signaling pathways for different time points and stroke etiologies. Compared to control subjects, gene expression was generally upregulated in neutrophils and generally downregulated in monocytes over all times for cardioembolic, large vessel, and small vessel strokes. Self-organizing maps identified gene clusters with similar trajectories of gene expression over time for different stroke causes and sample types. Weighted Gene Co-expression Network Analyses identified modules of co-expressed genes that significantly varied with time after stroke and included hub genes of immunoglobulin genes in whole blood. CONCLUSIONS Altogether, the identified genes and pathways are critical for understanding how the immune and clotting systems change over time after stroke. This study identifies potential time- and cell-specific biomarkers and treatment targets.
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Affiliation(s)
- Paulina Carmona-Mora
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA.
| | - Bodie Knepp
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Glen C Jickling
- Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, 87 Avenue & 114 Street, Edmonton, AB, T6G 2J7, Canada
| | - Xinhua Zhan
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Marisa Hakoupian
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Heather Hull
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Noor Alomar
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Hajar Amini
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Frank R Sharp
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Boryana Stamova
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
| | - Bradley P Ander
- Department of Neurology and M.I.N.D, Institute, M.I.N.D. Institute Bioscience Labs, School of Medicine, University of California at Davis, 2805 50th St, Room 2434, Sacramento, CA, 95817, USA
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Lenz GH, Navi BB, Knepp B, Liu D, Jickling GC, Hull HD, Sharp FR, Stamova B, Ander BP. Abstract 103: Isomir Diversity Is Increased In Peripheral Blood Following Ischemic Stroke And May Represent Shifts In Regulation Of Neuroinflammatory Response. Stroke 2023. [DOI: 10.1161/str.54.suppl_1.103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
MicroRNA (miRNA) expression is altered following ischemic stroke. Advances in RNA sequencing and bioinformatic tools allow study of isomiRs, isoforms of miRNA, which can have altered regulatory actions from canonical parent miRNA due to base modifications within the molecule or on the flanking regions. Here, we characterize isomiRs in the blood of ischemic stroke patients compared to vascular risk factor controls (VRFCs) and elucidate diversity of the post-stroke miRNA environment. Total RNA was isolated from peripheral blood of 47 ischemic stroke patients and 31 VRFCs using PAXgene protocol. Small RNA libraries were prepared using QIAseq miRNA Library Kit and sequenced to 14±2 M 1x75 bp reads. Raw sequence reads were trimmed, de-duplicated, and profiled using
isomiRmap
, which separates isomiRs from canonical miRNA sequences based on 3’ and 5’ miRNA modifications. Analysis of differentially expressed isomiRs was performed with DESeq2. A total of 74,562 unique isomiRs were identified, the majority expressed at very low level. Filtering for low abundance left 2,133 isomiRs (from 335 canonical miRNA) expressed in all subjects. Of these, 505 isomiRs (from 129 canonical miRNA) were differentially expressed (LFC > |0.5|, p
adj
< 0.05) between stroke and VRFCs. These isomiRs represent significant elevations in 3’ modifications (68.3% of DE isomiRs), 5’ modifications (20.2%) and non-template additions (34.3%). miRNA previously implicated in stroke had diverse isomiR profiles including cases where all isomiRs within a miRNA group were differentially expressed (e.g. let-7i) and cases where multiple isomiRs were present but not differentially expressed (e.g. miR-363). Four of 28 differentially expressed let-7i isomiRs have changes to the seed region that interacts with mRNA. Thus, miRNA-mRNA interactions distinct from the canonical let-7i seed may exist and play an altered role in stroke pathology and neuroinflammation. Analysis of small noncoding RNA sensitive to base-specific variations detects many differentially expressed isomiRs and highlights the complexity of the post-stroke miRNA environment. Further study of these isomiRs within mRNA regulatory networks will deepen our understanding of stroke related neuroinflammation and neural repair.
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Affiliation(s)
- Garreck H Lenz
- Dept of Neurology, Sch of Medicine, Univ of California at Davis, Sacramento, CA
| | - Babak B Navi
- Dept of Neurology and Feil Family Brain and Mind Rsch Institute, Weill Cornell Medicine, New York, NY & Dept of Neurology, Memorial Sloan Kettering, New York, NY
| | - Bodie Knepp
- Dept of Neurology, Sch of Medicine, Univ of California at Davis, Sacramento, CA
| | - Dazhi Liu
- Dept of Neurology, Sch of Medicine, Univ of California at Davis, Sacramento, CA
| | - Glen C Jickling
- Div of Neurology, Dept of Medicine, Univ of Alberta, Edmonton, Canada
| | - Heather D Hull
- Dept of Neurology, Sch of Medicine, Univ of California at Davis, Sacramento, CA
| | - Frank R Sharp
- Dept of Neurology, Sch of Medicine, Univ of California at Davis, Sacramento, CA
| | - Boryana Stamova
- Dept of Neurology, Sch of Medicine, Univ of California at Davis, Sacramento, CA
| | - Bradley P Ander
- Dept of Neurology, Sch of Medicine, Univ of California at Davis, Sacramento, CA
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Carmona-Mora P, Knepp B, Rodriguez F, Jickling GC, Zhan X, Hakoupian M, Hull H, Amini H, Sharp FR, Ander BP, Stamova B. Abstract WP229: Hub Genes Drive Specific Gene Expression Changes Seen In Intracerebral Hemorrhage And Ischemic Stroke. Stroke 2023. [DOI: 10.1161/str.54.suppl_1.wp229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Gene expression changes in peripheral leukocytes display distinctive profiles after intracerebral hemorrhage (ICH) and ischemic stroke (IS), differentiating both conditions at the molecular level. The breadth of data produced by high-throughput transcriptomic analyses can identify groups of genes and main gene expression drivers that have meaningful functional associations with the disease. This can help prioritize the investigation of key genes for diagnosis and treatment. Thus, we performed whole transcriptome analyses on ICH and IS samples and constructed gene networks from a genome-wide perspective. RNA-seq was performed on peripheral blood (WB) and isolated monocytes (MON) and neutrophils (NEU) (n=6 ICH, n=33 IS and n=9 vascular risk factors control (VRFC) subjects). Gene expression results were used to construct separate co-expression networks for all datasets analyzed (ICH + VRFCs, and IS + VRFCs, for MON, NEU and WB) using Weighted Gene Co-expression Network Analysis. Modules of genes significantly associated with ICH in the ICH + VRFCs network, and with IS in the IS + VRFCs network, were identified. The most highly interconnected genes in each of these modules were identified, representing hub genes that are potential master regulators. Functional annotation of the modules and hubs were done using gene ontology. From the significantly associated modules for ICH and IS in all sample types analyzed, there was little overlap in genes between diagnoses (≤2% in MON, ≤21 % in NEU and ≤16% in WB), and no overlap of ICH or IS hub genes from MON and NEU. In WB, ≤2% of the hubs were common to ICH and IS. It is plausible that these potential master regulators drive diagnosis-specific gene expression profiles. ICH hubs were associated with RNA splicing and mRNA processing (MON), cell adhesion (NEU) and NF-κβ signaling (WB). IS hubs were associated with cell migration (MON), T cell chemotaxis (NEU) and transcription factor activity (WB). In addition, most hubs in IS MON were noncoding RNA. The gene networks and their respective hub genes provide novel cell-specific pathophysiological insights and could represent potential key pharmacological targets and biomarkers.
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Affiliation(s)
| | - Bodie Knepp
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Fernando Rodriguez
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Glen C Jickling
- Dept of Medicine, Div of Neurology, Univ of Alberta, Edmonton, Canada
| | - Xinhua Zhan
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Marisa Hakoupian
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Heather Hull
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Hajar Amini
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Frank R Sharp
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Bradley P Ander
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
| | - Boryana Stamova
- Dept of Neurology, Sch of Medicine, Univ of California, Davis, Sacramento, CA
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Todoran R, Falcione SR, Clarke M, Joy T, Boghozian R, Jickling GC. microRNA as a therapeutic for ischemic stroke. Neurochem Int 2023; 163:105487. [PMID: 36657721 DOI: 10.1016/j.neuint.2023.105487] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 01/11/2023] [Accepted: 01/15/2023] [Indexed: 01/18/2023]
Abstract
microRNA (miRNA) are important regulators of gene expression. miRNA have the potential as a treatment to modulate genes, pathways and cells involved in ischemic stroke. In this review, we specifically present miRNA in stroke as a treatment to decrease thrombosis, reduce blood brain barrier (BBB) disruption and hemorrhagic transformation (HT), modulate inflammation, and modify angiogenesis. miRNA as a treatment for stroke is an emerging area with evidence from animal studies demonstrating its potential. While no miRNA is currently approved for human use, several have shown promise in clinical trials to treat medical conditions, such as miR-122 for hepatitis C. The role of miRNA as a treatment for specific applications in ischemic stroke is presented including a discussion of the benefits and barriers of miRNA as a treatment, and directions for future advancement.
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Affiliation(s)
- Raluca Todoran
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Sarina R Falcione
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
| | - Michael Clarke
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Canada
| | - Twinkle Joy
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
| | - Roobina Boghozian
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
| | - Glen C Jickling
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada; Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada; Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Canada.
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11
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Amini H, Knepp B, Rodriguez F, Jickling GC, Hull H, Carmona-Mora P, Bushnell C, Ander BP, Sharp FR, Stamova B. Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes. J Neuroinflammation 2023; 20:13. [PMID: 36691064 PMCID: PMC9869610 DOI: 10.1186/s12974-022-02680-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 12/21/2022] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND This study identified early immune gene responses in peripheral blood associated with 90-day ischemic stroke (IS) outcomes. METHODS Peripheral blood samples from the CLEAR trial IS patients at ≤ 3 h, 5 h, and 24 h after stroke were compared to vascular risk factor matched controls. Whole-transcriptome analyses identified genes and networks associated with 90-day IS outcome assessed using the modified Rankin Scale (mRS) and the NIH Stroke Scale (NIHSS). RESULTS The expression of 467, 526, and 571 genes measured at ≤ 3, 5 and 24 h after IS, respectively, were associated with poor 90-day mRS outcome (mRS ≥ 3), while 49, 100 and 35 genes at ≤ 3, 5 and 24 h after IS were associated with good mRS 90-day outcome (mRS ≤ 2). Poor outcomes were associated with up-regulated genes or pathways such as IL-6, IL-7, IL-1, STAT3, S100A12, acute phase response, P38/MAPK, FGF, TGFA, MMP9, NF-kB, Toll-like receptor, iNOS, and PI3K/AKT. There were 94 probe sets shared for poor outcomes vs. controls at all three time-points that correlated with 90-day mRS; 13 probe sets were shared for good outcomes vs. controls at all three time-points; and 46 probe sets were shared for poor vs. good outcomes at all three time-points that correlated with 90-day mRS. Weighted Gene Co-Expression Network Analysis (WGCNA) revealed modules significantly associated with 90-day outcome for mRS and NIHSS. Poor outcome modules were enriched with up-regulated neutrophil genes and with down-regulated T cell, B cell and monocyte-specific genes; and good outcome modules were associated with erythroblasts and megakaryocytes. Finally, genes identified by genome-wide association studies (GWAS) to contain significant stroke risk loci or loci associated with stroke outcome including ATP2B, GRK5, SH3PXD2A, CENPQ, HOXC4, HDAC9, BNC2, PTPN11, PIK3CG, CDK6, and PDE4DIP were significantly differentially expressed as a function of stroke outcome in the current study. CONCLUSIONS This study suggests the immune response after stroke may impact functional outcomes and that some of the early post-stroke gene expression markers associated with outcome could be useful for predicting outcomes and could be targets for improving outcomes.
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Affiliation(s)
- Hajar Amini
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
| | - Bodie Knepp
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
| | - Fernando Rodriguez
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
| | - Glen C. Jickling
- grid.17089.370000 0001 2190 316XDivision of Neurology, University of Alberta, Edmonton, AB Canada
| | - Heather Hull
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
| | - Paulina Carmona-Mora
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
| | - Cheryl Bushnell
- grid.241167.70000 0001 2185 3318Wake Forest University School of Medicine, Winston Salem, NC USA
| | - Bradley P. Ander
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
| | - Frank R. Sharp
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
| | - Boryana Stamova
- grid.413079.80000 0000 9752 8549Department of Neurology, University of California at Davis, MIND Institute Biosciences Building Room 2417, 2805 50th Street, Sacramento, CA USA
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Bui TA, Jickling GC, Winship IR. Neutrophil dynamics and inflammaging in acute ischemic stroke: A transcriptomic review. Front Aging Neurosci 2022; 14:1041333. [PMID: 36620775 PMCID: PMC9813499 DOI: 10.3389/fnagi.2022.1041333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
Stroke is among the leading causes of death and disability worldwide. Restoring blood flow through recanalization is currently the only acute treatment for cerebral ischemia. Unfortunately, many patients that achieve a complete recanalization fail to regain functional independence. Recent studies indicate that activation of peripheral immune cells, particularly neutrophils, may contribute to microcirculatory failure and futile recanalization. Stroke primarily affects the elderly population, and mortality after endovascular therapies is associated with advanced age. Previous analyses of differential gene expression across injury status and age identify ischemic stroke as a complex age-related disease. It also suggests robust interactions between stroke injury, aging, and inflammation on a cellular and molecular level. Understanding such interactions is crucial in developing effective protective treatments. The global stroke burden will continue to increase with a rapidly aging human population. Unfortunately, the mechanisms of age-dependent vulnerability are poorly defined. In this review, we will discuss how neutrophil-specific gene expression patterns may contribute to poor treatment responses in stroke patients. We will also discuss age-related transcriptional changes that may contribute to poor clinical outcomes and greater susceptibility to cerebrovascular diseases.
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Affiliation(s)
- Truong An Bui
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Glen C. Jickling
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada,Department of Medicine, Division of Neurology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Ian R. Winship
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada,Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada,*Correspondence: Ian R. Winship,
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Knepp B, Ander BP, Jickling GC, Hull H, Yee AH, Ng K, Rodriguez F, Carmona-Mora P, Amini H, Zhan X, Hakoupian M, Alomar N, Sharp FR, Stamova B. Gene expression changes implicate specific peripheral immune responses to Deep and Lobar Intracerebral Hemorrhages in humans. Brain Hemorrhages 2022; 3:155-176. [PMID: 36936603 PMCID: PMC10019834 DOI: 10.1016/j.hest.2022.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The peripheral immune system response to Intracerebral Hemorrhage (ICH) may differ with ICH in different brain locations. Thus, we investigated peripheral blood mRNA expression of Deep ICH, Lobar ICH, and vascular risk factor-matched control subjects (n = 59). Deep ICH subjects usually had hypertension. Some Lobar ICH subjects had cerebral amyloid angiopathy (CAA). Genes and gene networks in Deep ICH and Lobar ICH were compared to controls. We found 774 differentially expressed genes (DEGs) and 2 co-expressed gene modules associated with Deep ICH, and 441 DEGs and 5 modules associated with Lobar ICH. Pathway enrichment showed some common immune/inflammatory responses between locations including Autophagy, T Cell Receptor, Inflammasome, and Neuroinflammation Signaling. Th2, Interferon, GP6, and BEX2 Signaling were unique to Deep ICH. Necroptosis Signaling, Protein Ubiquitination, Amyloid Processing, and various RNA Processing terms were unique to Lobar ICH. Finding amyloid processing pathways in blood of Lobar ICH patients suggests peripheral immune cells may participate in processes leading to perivascular/vascular amyloid in CAA vessels and/or are involved in its removal. This study identifies distinct peripheral blood transcriptome architectures in Deep and Lobar ICH, emphasizes the need for considering location in ICH studies/clinical trials, and presents potential location-specific treatment targets.
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Affiliation(s)
- Bodie Knepp
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Bradley P. Ander
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Glen C. Jickling
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
| | - Heather Hull
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Alan H. Yee
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Kwan Ng
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Fernando Rodriguez
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Paulina Carmona-Mora
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Hajar Amini
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Xinhua Zhan
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Marisa Hakoupian
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Noor Alomar
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Frank R. Sharp
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Boryana Stamova
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
- Corresponding author at: Department of Neurology, UC Davis School of Medicine, MIND Bioscience Labs Room 2415, 2805 50th Street, Sacramento, CA 95817, USA. (B. Stamova)
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Kamtchum-Tatuene J, Saba L, Heldner MR, Poorthuis MHF, Borst GJD, Rundek T, Kakkos SK, Chaturvedi S, Topakian R, Polak JF, Jickling GC. Interleukin-6 Predicts Carotid Plaque Severity, Vulnerability, and Progression. Circ Res 2022; 131:e22-e33. [PMID: 35713008 DOI: 10.1161/circresaha.122.320877] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND IL-6 (interleukin-6) has important roles in atherosclerosis pathophysiology. To determine if anti-IL-6 therapy warrants evaluation as an adjuvant stroke prevention strategy in patients with carotid atherosclerosis, we tested whether circulating IL-6 levels predict carotid plaque severity, vulnerability, and progression in the prospective population-based CHS (Cardiovascular Health Study). METHODS Duplex carotid ultrasound was performed at baseline and 5 years. Baseline plaque severity was scored 0 to 5 based on North American Symptomatic Carotid Endarterectomy Trial grade of stenosis. Plaque vulnerability at baseline was the presence of markedly irregular, ulcerated, or echolucent plaques. Plaque progression at 5 years was a ≥1 point increase in stenosis severity. The relationship of baseline plasma IL-6 levels with plaque characteristics was modeled using multivariable linear (severity) or logistic (vulnerability and progression) regression. Risk factors of atherosclerosis were included as independent variables. Stepwise backward elimination was used with P>0.05 for variable removal. To assess model stability, we computed the E-value or minimum strength of association (odds ratio scale) that unmeasured confounders must have with log IL-6 and the outcome to suppress the association. We performed internal validation with 100 bootstrap samples. RESULTS There were 4334 participants with complete data (58.9% women, mean age: 72.7±5.1 years), including 1267 (29.2%) with vulnerable plaque and 1474 (34.0%) with plaque progression. Log IL-6 predicted plaque severity (β=0.09, P=1.3×10-3), vulnerability (OR, 1.21 [95% CI, 1.05-1.40]; P=7.4×10-3, E-value=1.71), and progression (OR, 1.44 [95% CI, 1.23-1.69], P=9.1×10-6, E-value 2.24). In participants with >50% predicted probability of progression, mean log IL-6 was 0.54 corresponding to 2.0 pg/mL. Dichotomizing IL-6 levels did not affect the performance of prediction models. CONCLUSIONS Circulating IL-6 predicts carotid plaque severity, vulnerability, and progression. The 2.0 pg/mL cutoff could facilitate the selection of individuals that would benefit from anti-IL-6 drugs for stroke prevention.
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Affiliation(s)
- Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada. (J.K.-T.)
| | - Luca Saba
- Department of Radiology, University of Cagliari, Italy (L.S.)
| | - Mirjam R Heldner
- Department of Neurology, University Hospital Bern, Switzerland (M.R.H.)
| | - Michiel H F Poorthuis
- Department of Neurology and Neurosurgery, Brain Center, University Medical Center Utrecht, the Netherlands. (M.H.F.P.)
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, the Netherlands. (G.J.d.B.)
| | | | - Stavros K Kakkos
- Department of Vascular Surgery, University of Patras Medical School, Greece (S.K.K.)
| | | | - Raffi Topakian
- Department of Neurology, University of Miami Miller School of Medicine (T.R.).,Academic Teaching Hospital Wels-Grieskirchen, Austria (R.T.)
| | - Joseph F Polak
- Department of Radiology, Tufts University School of Medicine and Boston University School of Medicine (J.F.P.)
| | - Glen C Jickling
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada. (G.C.J.)
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15
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Kamtchum-Tatuene J, Jickling GC. Is stenting equivalent to endarterectomy for asymptomatic carotid stenosis? Lancet 2022; 399:1114-1115. [PMID: 35305736 DOI: 10.1016/s0140-6736(21)02498-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 11/06/2021] [Indexed: 10/18/2022]
Affiliation(s)
- Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2E1, Canada.
| | - Glen C Jickling
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2E1, Canada
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16
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Affiliation(s)
- Sarina R Falcione
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
| | - Glen C Jickling
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, Canada
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Adams HP, Adeoye O, Albers GW, Alexandrov AV, Amin-Hanjani S, An H, Anderson CS, Anrather J, Aparicio HJ, Arai K, Aronowski J, Atchaneeyasakul K, Audebert H, Auer RN, Awad IA, Ay H, Baltan S, Balu R, Behbahani M, Benavente OR, Bershad EM, Berthaud JV, Blackburn SL, Bonati LH, Bösel J, Bousser MG, Broderick JP, Brown MM, Brown W, Brust JC, Bushnell C, Canhão P, Caplan LR, Carrión-Penagos J, Castellanos M, Caunca MR, Chabriat H, Chamorro A, Chen J, Chen J, Chopp M, Christorforids G, Connolly ES, Cramer SC, Cucchiara BL, Czap AL, Dannenbaum MJ, Davis PH, Dawson TM, Dawson VL, Day AL, De Silva TM, de Sousa DA, Del Brutto VJ, del Zoppo GJ, Derdeyn CP, Di Tullio MR, Diener HC, Diringer MN, Dobkin BH, Dzialowski I, Elkind MS, Elm J, Feigin VL, Ferro JM, Field TS, Fischer M, Fornage M, Furie KL, Garcia-Bonilla L, Giannotta SL, Gobin YP, Goldberg MP, Goldstein LB, Gonzales NR, Greer DM, Grotta JC, Guo R, Gutierrez J, Harmel P, Howard G, Howard VJ, Hwang JY, Iadecola C, Jahan R, Jickling GC, Joutel A, Kasner SE, Katan M, Kellner CP, Khan M, Kidwell CS, Kim H, Kim JS, Kircher CE, Krings T, Krishnamurthi RV, Kurth T, Lansberg MG, Levy EI, Liebeskind DS, Liew SL, Lin DJ, Lisle B, Lo EH, Lyden PD, Maki T, Maragkos GA, Marosfoi M, McCullough LD, Meckler JM, Meschia JF, Messé SR, Mocco J, Mokin M, Mooney MA, Morgenstern LB, Moskowitz MA, Mullen MT, Nägel S, Nedergaard M, Neira JA, Newman S, Nicholson PJ, Norrving B, O’Donnell M, Ofengeim D, Ogata J, Ogilvy CS, Orrù E, Ortega-Gutiérrez S, Padrick MM, Parsha K, Parsons M, Patel NV, Patel VI, Pawlikowska L, Pérez A, Perez-Pinzon MA, Picard JM, Polster SP, Powers WJ, Puetz V, Putaala J, Rabinovich M, Ransom BR, Roa JA, Rosenberg GA, Rossitto CP, Rundek T, Russin JJ, Sacco RL, Safouris A, Samaniego EA, Sansing LH, Satani N, Sattenberg RJ, Saver JL, Savitz SI, Schmidt C, Seshadri S, Sharma VK, Sharp FR, Sheth KN, Siddiqi OK, Singhal AB, Sobey CG, Sommer CJ, Spetzler RF, Stapleton CJ, Strickland BA, Su H, Suarez JI, Takayama H, Tarsia J, Tatlisumak T, Thomas AJ, Thompson JW, Tsivgoulis G, Tournier-Lasserve E, Vidal G, Wakhloo AK, Weksler BB, Willey JZ, Wintermark M, Wong LK, Xi G, Xu J, Yaghi S, Yamaguchi T, Yang T, Yasaka M, Zahuranec DB, Zhang F, Zhang JH, Zheng Z, Zukin RS, Zweifler RM. Contributors. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.01002-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Abbasi-Habashi S, Jickling GC, Winship IR. Immune Modulation as a Key Mechanism for the Protective Effects of Remote Ischemic Conditioning After Stroke. Front Neurol 2021; 12:746486. [PMID: 34956045 PMCID: PMC8695500 DOI: 10.3389/fneur.2021.746486] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 11/09/2021] [Indexed: 12/12/2022] Open
Abstract
Remote ischemic conditioning (RIC), which involves a series of short cycles of ischemia in an organ remote to the brain (typically the limbs), has been shown to protect the ischemic penumbra after stroke and reduce ischemia/reperfusion (IR) injury. Although the exact mechanism by which this protective signal is transferred from the remote site to the brain remains unclear, preclinical studies suggest that the mechanisms of RIC involve a combination of circulating humoral factors and neuronal signals. An improved understanding of these mechanisms will facilitate translation to more effective treatment strategies in clinical settings. In this review, we will discuss potential protective mechanisms in the brain and cerebral vasculature associated with RIC. We will discuss a putative role of the immune system and circulating mediators of inflammation in these protective processes, including the expression of pro-and anti-inflammatory genes in peripheral immune cells that may influence the outcome. We will also review the potential role of extracellular vesicles (EVs), biological vectors capable of delivering cell-specific cargo such as proteins and miRNAs to cells, in modulating the protective effects of RIC in the brain and vasculature.
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Affiliation(s)
- Sima Abbasi-Habashi
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Glen C Jickling
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
- Division of Neurology, Faculty of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Ian R Winship
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
- Neurochemical Research Unit, Department of Psychiatry, University of Alberta, Edmonton, AB, Canada
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20
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Nomani AZ, Kamtchum Tatuene J, Rempel JL, Jeerakathil T, Winship IR, Khan KA, Buck BH, Shuaib A, Jickling GC. Association of CT-Based Hypoperfusion Index With Ischemic Core Enlargement in Patients With Medium and Large Vessel Stroke. Neurology 2021; 97:e2079-e2087. [PMID: 34607925 PMCID: PMC8610618 DOI: 10.1212/wnl.0000000000012855] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 09/15/2021] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND AND OBJECTIVES The rate of infarct core progression in patients with acute ischemic stroke is variable and affects outcome of reperfusion therapy. We evaluated the hypoperfusion index (HI) to estimate the initial rate of core progression in patients with medium vessel occlusion (MeVO) compared to large vessel occlusion (LVO) stroke and within a larger time frame since stroke onset. METHODS Core progression was assessed in 106 patients with acute stroke and CT perfusion. Using reperfusion trial core time criteria, fast progressors had core >70 mL within 6 hours of stroke onset and slow progressors had core ≤70 mL, mismatch ≥15 mL, and mismatch to core ratio ≥1.8 within 6 to 24 hours. The relationship between HI and infarct core progression (core/time) was examined using receiver operating characteristics to determine optimal HI cutoff. The HI cutoff was then tested in the overall cohort, compared between MeVO and LVO, and evaluated in patients up to 24 hours from stroke onset to differentiate fast from slow rate of core progression. HI threshold was assessed in a second independent cohort of 110 patients with acute ischemic stroke. RESULTS In 106 patients with acute stroke, 6.6% were fast progressors, 27.4% were slow progressors, and 66% were not classified as fast or slow progressor by reperfusion trial core time criteria. HI >0.5 was associated with fast progression and able to distinguish fast from slow progressors (area under the curve [AUC] 0.94; 95% confidence interval [CI] 0.80-0.99). In MeVO (n = 26) HI >0.5 had a core progression of 0.30 mL/min compared to 0.03 mL/min for HI ≤0.5 (p < 0.001). In LVO (n = 80), HI >0.5 had a core progression of 0.26 mL/min compared to 0.02 mL/min for HI ≤0.5 (p < 0.001). In patients not classified as fast or slow progressor by reperfusion trial criteria, those with HI >0.5 had progression rate of 0.21 mL/min compared to 0.03 mL/min for those with HI ≤0.5 (p < 0.001). Validation in a second cohort of patients with acute ischemic stroke (n = 110; MeVO = 42, LVO = 68) yielded similar results for HI >0.5 to distinguish fast and slow core progression with an AUC of 0.84 (95% CI 0.72-0.97). DISCUSSION HI can differentiate fast from slow core progression in MeVO and LVO within the first 24 hours of acute ischemic stroke. Consideration of core progression rate at time of stroke evaluation may have implications in the selection of patients with MeVO and LVO stroke for reperfusion therapy that warrant further study.
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Affiliation(s)
- Ali Z Nomani
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada.
| | - Joseph Kamtchum Tatuene
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
| | - Jeremy L Rempel
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
| | - Thomas Jeerakathil
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
| | - Ian R Winship
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
| | - Khurshid A Khan
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
| | - Brian H Buck
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
| | - Ashfaq Shuaib
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
| | - Glen C Jickling
- From the Division of Neurology, Department of Medicine (A.Z.N., T.J., I.W., K.A.K., B.H.B., A.S., G.C.J.), Neuroscience and Mental Health Institute, Department of Medicine and Dentistry (J.K.T.), Department of Radiology (J.L.R.), and Department of Psychiatry (I.W.), University of Alberta, Edmonton; and Red Deer Regional Hospital (A.Z.N.), Canada
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21
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Kamtchum-Tatuene J, Nomani AZ, Falcione S, Munsterman D, Sykes G, Joy T, Spronk E, Vargas MI, Jickling GC. Non-stenotic Carotid Plaques in Embolic Stroke of Unknown Source. Front Neurol 2021; 12:719329. [PMID: 34630291 PMCID: PMC8492999 DOI: 10.3389/fneur.2021.719329] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 08/30/2021] [Indexed: 01/01/2023] Open
Abstract
Embolic stroke of unknown source (ESUS) represents one in five ischemic strokes. Ipsilateral non-stenotic carotid plaques are identified in 40% of all ESUS. In this narrative review, we summarize the evidence supporting the potential causal relationship between ESUS and non-stenotic carotid plaques; discuss the remaining challenges in establishing the causal link between non-stenotic plaques and ESUS and describe biomarkers of potential interest for future research. In support of the causal relationship between ESUS and non-stenotic carotid plaques, studies have shown that plaques with high-risk features are five times more prevalent in the ipsilateral vs. the contralateral carotid and there is a lower incidence of atrial fibrillation during follow-up in patients with ipsilateral non-stenotic carotid plaques. However, non-stenotic carotid plaques with or without high-risk features often coexist with other potential etiologies of stroke, notably atrial fibrillation (8.5%), intracranial atherosclerosis (8.4%), patent foramen ovale (5-9%), and atrial cardiopathy (2.4%). Such puzzling clinical associations make it challenging to confirm the causal link between non-stenotic plaques and ESUS. There are several ongoing studies exploring whether select protein and RNA biomarkers of plaque progression or vulnerability could facilitate the reclassification of some ESUS as large vessel strokes or help to optimize secondary prevention strategies.
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Affiliation(s)
- Joseph Kamtchum-Tatuene
- Faculty of Medicine and Dentistry, Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Ali Z Nomani
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Sarina Falcione
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Danielle Munsterman
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Gina Sykes
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Twinkle Joy
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Elena Spronk
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Maria Isabel Vargas
- Division of Neuroradiology, Department of Radiology and Medical Imaging, Geneva University Hospital, Geneva, Switzerland
| | - Glen C Jickling
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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22
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Xu H, Stamova B, Ander BP, Waldau B, Jickling GC, Sharp FR, Ko NU. mRNA Expression Profiles from Whole Blood Associated with Vasospasm in Patients with Subarachnoid Hemorrhage. Neurocrit Care 2021; 33:82-89. [PMID: 31595394 PMCID: PMC7392923 DOI: 10.1007/s12028-019-00861-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Background Though there are many biomarker studies of plasma and serum in patients with aneurysmal subarachnoid hemorrhage (SAH), few have examined blood cells that might contribute to vasospasm. In this study, we evaluated inflammatory and prothrombotic pathways by examining mRNA expression in whole blood of SAH patients with and without vasospasm. Methods Adult SAH patients with vasospasm (n = 29) and without vasospasm (n = 21) were matched for sex, race/ethnicity, and aneurysm treatment method. Diagnosis of vasospasm was made by angiography. mRNA expression was measured by Affymetrix Human Exon 1.0 ST Arrays. SAH patients with vasospasm were compared to those without vasospasm by ANCOVA to identify differential gene, exon, and alternatively spliced transcript expression. Analyses were adjusted for age, batch, and time of blood draw after SAH. Results At the gene level, there were 259 differentially expressed genes between SAH patients with vasospasm compared to patients without (false discovery rate < 0.05, |fold change| ≥ 1.2). At the exon level, 1210 exons representing 1093 genes were differentially regulated between the two groups (P < 0.005, ≥ 1.2 |fold change|). Principal components analysis segregated SAH patients with and without vasospasm. Signaling pathways for the 1093 vasospasm-related genes included adrenergic, P2Y, ET-1, NO, sildenafil, renin–angiotensin, thrombin, CCR3, CXCR4, MIF, fMLP, PKA, PKC, CRH, PPARα/RXRα, and calcium. Genes predicted to be alternatively spliced included IL23A, RSU1, PAQR6, and TRIP6. Conclusions This is the first study to demonstrate that mRNA expression in whole blood distinguishes SAH patients with vasospasm from those without vasospasm and supports a role of coagulation and immune systems in vasospasm. Electronic supplementary material The online version of this article (10.1007/s12028-019-00861-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Huichun Xu
- Department of Medicine, University of Maryland, College Park, USA
| | - Boryana Stamova
- Department of Neurology, University of California at Davis, 2805 50th St., Sacramento, CA, 95817, USA
| | - Bradley P Ander
- Department of Neurology, University of California at Davis, 2805 50th St., Sacramento, CA, 95817, USA
| | - Ben Waldau
- Neurosurgery, University of California at Davis, Sacramento, USA
| | - Glen C Jickling
- Department of Neurology, University of California at Davis, 2805 50th St., Sacramento, CA, 95817, USA.,Department of Neurology, University of Alberta, Edmonton, Canada
| | - Frank R Sharp
- Department of Neurology, University of California at Davis, 2805 50th St., Sacramento, CA, 95817, USA.
| | - Nerissa U Ko
- Department of Neurology, University of California at San Francisco, San Francisco, USA
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23
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Kamtchum-Tatuene J, Noubiap JJ, Wilman AH, Saqqur M, Shuaib A, Jickling GC. Prevalence of High-risk Plaques and Risk of Stroke in Patients With Asymptomatic Carotid Stenosis: A Meta-analysis. JAMA Neurol 2021; 77:1524-1535. [PMID: 32744595 DOI: 10.1001/jamaneurol.2020.2658] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Importance There is an ongoing debate regarding the management of asymptomatic carotid stenosis. Previous studies have reported imaging features of high-risk plaques that could help to optimize the risk-benefit ratio of revascularization. However, such studies have not provided an accurate estimate of the prevalence of high-risk plaques and the associated annual incidence of ipsilateral ischemic cerebrovascular events to inform the design of clinical trials using a risk-oriented selection of patients before randomization. Objective To assess the relevance and feasibility of risk-oriented selection of patients for revascularization. Data Sources A systematic search of PubMed and Ovid Embase from database inception to July 31, 2019, was performed. Study Selection Prospective observational studies that reported prevalence of high-risk plaques and incidence of ipsilateral ischemic cerebrovascular events were included. Data Extraction and Synthesis Aggregated data were pooled using random-effects meta-analysis. Data were analyzed from December 16, 2019, to January 15, 2020. Main Outcomes and Measures Prevalence of high-risk plaques and annual incidence of ipsilateral ischemic events. Results Overall, 64 studies enrolling 20 751 participants aged 29 to 95 years (mean age range, 55.0-76.5 years; proportion of men, 45%-87%) were included in the meta-analysis. Among all participants, the pooled prevalence of high-risk plaques was 26.5% (95% CI, 22.9%-30.3%). The most prevalent high-risk plaque features were neovascularization (43.4%; 95% CI, 31.4%-55.8%) in 785 participants, echolucency (42.3%; 95% CI, 32.2%-52.8%) in 12 364 participants, and lipid-rich necrotic core (36.3%; 95% CI, 27.7%-45.2%) in 3728 participants. The overall incidence of ipsilateral ischemic cerebrovascular events was 3.2 events per 100 person-years (22 cohorts with 10 381 participants; mean follow-up period, 2.8 years; range, 0.7-6.5 years). The incidence of ipsilateral ischemic cerebrovascular events was higher in patients with high-risk plaques (4.3 events per 100 person-years; 95% CI, 2.5-6.5 events per 100 person-years) than in those without high-risk plaques (1.2 events per 100 person-years; 95% CI, 0.6-1.8 events per 100 person-years), with an odds ratio of 3.0 (95% CI, 2.1-4.3; I2 = 48.8%). In studies focusing on severe stenosis (9 cohorts with 2128 participants; mean follow-up period, 2.8 years; range, 1.4-6.5 years), the incidence of ipsilateral ischemic cerebrovascular events was 3.7 events per 100 person-years (95% CI, 1.9-6.0 events per 100 person-years). The incidence of ipsilateral ischemic cerebrovascular events was also higher in patients with high-risk plaques (7.3 events per 100 person-years; 95% CI, 2.0-15.0 events per 100 person-years) than in those without high-risk plaques (1.7 events per 100 person-years; 95% CI, 0.6-3.3 events per 100 person-years), with an odds ratio of 3.2 (95% CI, 1.7-5.9; I2 = 39.6%). Conclusions and Relevance High-risk plaques are common in patients with asymptomatic carotid stenosis, and the associated risk of an ipsilateral ischemic cerebrovascular event is higher than the currently accepted estimates. Extension of routine assessment of asymptomatic carotid stenosis beyond the grade of stenosis may help improve risk stratification and optimize therapy.
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Affiliation(s)
- Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jean Jacques Noubiap
- Centre for Heart Rhythm Disorders, South Australian Health and Medical Research Institute, Royal Adelaide Hospital, The University of Adelaide, Adelaide, South Australia, Australia
| | - Alan H Wilman
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Maher Saqqur
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Ashfaq Shuaib
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Glen C Jickling
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
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24
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Kung TFC, Wilkinson CM, Dirks CA, Jickling GC, Colbourne F. Glibenclamide does not improve outcome following severe collagenase-induced intracerebral hemorrhage in rats. PLoS One 2021; 16:e0252584. [PMID: 34081746 PMCID: PMC8174736 DOI: 10.1371/journal.pone.0252584] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 05/18/2021] [Indexed: 11/26/2022] Open
Abstract
Intracerebral hemorrhage (ICH) is a devastating insult with few effective treatments. Edema and raised intracranial pressure contribute to poor outcome after ICH. Glibenclamide blocks the sulfonylurea 1 transient receptor potential melastatin 4 (Sur1-Trpm4) channel implicated in edema formation. While glibenclamide has been found to improve outcome and reduce mortality in animal models of severe ischemic stroke, in ICH the effects are less clear. In our previous study, we found no benefit after a moderate-sized bleed, while others have reported benefit. Here we tested the hypothesis that glibenclamide may only be effective in severe ICH, where edema is an important contributor to outcome. Glibenclamide (10 μg/kg loading dose, 200 ng/h continuous infusion) was administered 2 hours post-ICH induced by collagenase injection into the striatum of adult rats. A survival period of 24 hours was maintained for experiments 1–3, and 72 hours for experiment 4. Glibenclamide did not affect hematoma volume (~81 μL) or other safety endpoints (e.g., glucose levels), suggesting the drug is safe. However, glibenclamide did not lessen striatal edema (~83% brain water content), ionic dyshomeostasis (Na+, K+), or functional impairment (e.g., neurological deficits (median = 10 out of 14), etc.) at 24 hours. It also did not affect edema at 72 h (~86% brain water content), or overall mortality rates (25% and 29.4% overall in vehicle vs. glibenclamide-treated severe strokes). Furthermore, glibenclamide appears to worsen cytotoxic edema in the peri-hematoma region (cell bodies were 46% larger at 24 h, p = 0.0017), but no effect on cell volume or density was noted elsewhere. Overall, these findings refute our hypothesis, as glibenclamide produced no favorable effects following severe ICH.
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Affiliation(s)
- Tiffany F. C. Kung
- Department of Psychology, University of Alberta, Edmonton, Alberta, Canada
| | | | - Christine A. Dirks
- Department of Psychology, University of Alberta, Edmonton, Alberta, Canada
| | - Glen C. Jickling
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, Alberta, Canada
- Division of Neurology, Faculty of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Frederick Colbourne
- Department of Psychology, University of Alberta, Edmonton, Alberta, Canada
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, Alberta, Canada
- * E-mail:
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25
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Carmona-Mora P, Ander BP, Jickling GC, Dykstra-Aiello C, Zhan X, Ferino E, Hamade F, Amini H, Hull H, Sharp FR, Stamova B. Distinct peripheral blood monocyte and neutrophil transcriptional programs following intracerebral hemorrhage and different etiologies of ischemic stroke. J Cereb Blood Flow Metab 2021; 41:1398-1416. [PMID: 32960689 PMCID: PMC8142129 DOI: 10.1177/0271678x20953912] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 07/07/2020] [Accepted: 07/29/2020] [Indexed: 12/25/2022]
Abstract
Understanding cell-specific transcriptome responses following intracerebral hemorrhage (ICH) and ischemic stroke (IS) will improve knowledge of the immune response to brain injury. Transcriptomic profiles of 141 samples from 48 subjects with ICH, different IS etiologies, and vascular risk factor controls were characterized using RNA-seq in isolated neutrophils, monocytes and whole blood. In both IS and ICH, monocyte genes were down-regulated, whereas neutrophil gene expression changes were generally up-regulated. The monocyte down-regulated response to ICH included innate, adaptive immune, dendritic, NK cell and atherosclerosis signaling. Neutrophil responses to ICH included tRNA charging, mitochondrial dysfunction, and ER stress pathways. Common monocyte and neutrophil responses to ICH included interferon signaling, neuroinflammation, death receptor signaling, and NFAT pathways. Suppressed monocyte responses to IS included interferon and dendritic cell maturation signaling, phagosome formation, and IL-15 signaling. Activated neutrophil responses to IS included oxidative phosphorylation, mTOR, BMP, growth factor signaling, and calpain proteases-mediated blood-brain barrier (BBB) dysfunction. Common monocyte and neutrophil responses to IS included JAK1, JAK3, STAT3, and thrombopoietin signaling. Cell-type and cause-specific approaches will assist the search for future IS and ICH biomarkers and treatments.
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Affiliation(s)
- Paulina Carmona-Mora
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Bradley P Ander
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Glen C Jickling
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - Cheryl Dykstra-Aiello
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Xinhua Zhan
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Eva Ferino
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Farah Hamade
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Hajar Amini
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Heather Hull
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Frank R Sharp
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Boryana Stamova
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
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26
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Spronk E, Sykes G, Falcione S, Munsterman D, Joy T, Kamtchum-Tatuene J, Jickling GC. Hemorrhagic Transformation in Ischemic Stroke and the Role of Inflammation. Front Neurol 2021; 12:661955. [PMID: 34054705 PMCID: PMC8160112 DOI: 10.3389/fneur.2021.661955] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 03/29/2021] [Indexed: 01/01/2023] Open
Abstract
Hemorrhagic transformation (HT) is a common complication in patients with acute ischemic stroke. It occurs when peripheral blood extravasates across a disrupted blood brain barrier (BBB) into the brain following ischemic stroke. Preventing HT is important as it worsens stroke outcome and increases mortality. Factors associated with increased risk of HT include stroke severity, reperfusion therapy (thrombolysis and thrombectomy), hypertension, hyperglycemia, and age. Inflammation and the immune system are important contributors to BBB disruption and HT and are associated with many of the risk factors for HT. In this review, we present the relationship of inflammation and immune activation to HT in the context of reperfusion therapy, hypertension, hyperglycemia, and age. Differences in inflammatory pathways relating to HT are discussed. The role of inflammation to stratify the risk of HT and therapies targeting the immune system to reduce the risk of HT are presented.
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Affiliation(s)
- Elena Spronk
- Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Gina Sykes
- Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Sarina Falcione
- Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Danielle Munsterman
- Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Twinkle Joy
- Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Glen C Jickling
- Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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27
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Butt A, Kamtchum-Tatuene J, Khan K, Shuaib A, Jickling GC, Miyasaki JM, Smith EE, Camicioli R. White matter hyperintensities in patients with Parkinson's disease: A systematic review and meta-analysis. J Neurol Sci 2021; 426:117481. [PMID: 33975191 DOI: 10.1016/j.jns.2021.117481] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 04/25/2021] [Accepted: 05/02/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION Mechanisms driving neurodegeneration in Parkinson's disease (PD) are unclear and neurovascular dysfunction may be a contributing factor. White matter hyperintensities (WMH) are commonly found on brain MRI in patients with PD. It is controversial if they are more prevalent or more severe in PD compared with controls. This systematic review aims to answer this question. METHODS A systematic search of electronic databases was conducted for studies of WMH in patients with PD. A qualitative synthesis was done for studies reporting WMH prevalence or WMH scores on a visual rating scale (VRS). In studies reporting total WMH volume, the difference between patients with PD and controls was pooled using random effects meta-analysis. RESULTS Among 3860 subjects from 24 studies, 2360 were cases and 1500 controls. Fifteen studies reported WMH scores and four studies reported the prevalence of WMH. On VRS, five studies reported no difference in WMH scores, three found higher WMH scores in PD compared to controls, three reported increased WMH scores either in periventricular or deep white matter, and four reported higher scores only in PD with dementia. In studies reporting WMH volume, there was no difference between patients with PD and controls (pooled standardized mean difference = 0.1, 95%CI: -0.1-0.4, I2 = 81%). CONCLUSION WMH are not more prevalent or severe in patients with PD than in age-matched controls. PD dementia may have more severe WMH compared to controls and PD with normal cognition. Prospective studies using standardized methods of WMH assessment are needed.
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Affiliation(s)
- Asif Butt
- Department of Medicine, Division of Neurology, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada.
| | - Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Khurshid Khan
- Department of Medicine, Division of Neurology, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
| | - Ashfaq Shuaib
- Department of Medicine, Division of Neurology, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
| | - Glen C Jickling
- Department of Medicine, Division of Neurology, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
| | - Janis M Miyasaki
- Department of Medicine, Division of Neurology, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
| | - Eric E Smith
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4, Canada
| | - Richard Camicioli
- Department of Medicine, Division of Neurology, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
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28
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Hakoupian M, Ferino E, Jickling GC, Amini H, Stamova B, Ander BP, Alomar N, Sharp FR, Zhan X. Bacterial lipopolysaccharide is associated with stroke. Sci Rep 2021; 11:6570. [PMID: 33753837 PMCID: PMC7985504 DOI: 10.1038/s41598-021-86083-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 03/08/2021] [Indexed: 01/22/2023] Open
Abstract
We aimed to determine if plasma levels of bacterial lipopolysaccharide (LPS) and lipoteichoic acid (LTA) are associated with different causes of stroke and correlate with C-reactive protein (CRP), LPS-binding protein (LBP), and the NIH stroke scale (NIHSS). Ischemic stroke (cardioembolic (CE), large artery atherosclerosis (LAA), small vessel occlusion (SVO)), intracerebral hemorrhage (ICH), transient ischemic attack (TIA) and control subjects were compared (n = 205). Plasma LPS, LTA, CRP, and LBP levels were quantified by ELISA. LPS and CRP levels were elevated in ischemic strokes (CE, LAA, SVO) and ICH compared to controls. LBP levels were elevated in ischemic strokes (CE, LAA) and ICH. LTA levels were increased in SVO stroke compared to TIA but not controls. LPS levels correlated with CRP and LBP levels in stroke and TIA. LPS, LBP and CRP levels positively correlated with the NIHSS and WBC count but negatively correlated with total cholesterol. Plasma LPS and LBP associate with major causes of ischemic stroke and with ICH, whereas LPS/LBP do not associate with TIAs. LTA only associated with SVO stroke. LPS positively correlated with CRP, LBP, and WBC but negatively correlated with cholesterol. Higher LPS levels were associated with worse stroke outcomes.
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Affiliation(s)
- Marisa Hakoupian
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Eva Ferino
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Glen C Jickling
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA.,Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Hajar Amini
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Boryana Stamova
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Bradley P Ander
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Noor Alomar
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Frank R Sharp
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Xinhua Zhan
- Department of Neurology, University of California Davis School of Medicine, Sacramento, CA, USA. .,Department of Neurology and MIND Institute, University of California Davis Medical Center, 2805 50th Street, Sacramento, CA, 95817, USA.
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29
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Affiliation(s)
- Glen C Jickling
- From the Department of Medicine (G.C.J.), Division of Neurology, University of Alberta, Edmonton, Canada; and Department of Neurology (K.E.W.), University of Leipzig, Germany.
| | - Katja E Wartenberg
- From the Department of Medicine (G.C.J.), Division of Neurology, University of Alberta, Edmonton, Canada; and Department of Neurology (K.E.W.), University of Leipzig, Germany
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30
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Wilkinson CM, Kung TF, Jickling GC, Colbourne F. A translational perspective on intracranial pressure responses following intracerebral hemorrhage in animal models. Brain Hemorrhages 2021. [DOI: 10.1016/j.hest.2020.10.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
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31
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Zhang K, Kamtchum Tatuene J, Li M, Jickling GC. Abstract P594: Cardiac Natriuretic Peptides for Diagnosis of Covert AtrialFibrillation After Acute Ischemic Stroke: A Meta-Analysis of Diagnostic Accuracy Studies. Stroke 2021. [DOI: 10.1161/str.52.suppl_1.p594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and purpose:
Detection of atrial fibrillation (AF) after acute ischemic stroke is pivotal for the timely initiation of anticoagulation to prevent recurrence. Besides heart rhythm monitoring, various blood biomarkers have been suggested as complimentary diagnostic tools for AF. We aimed to summarize data on the performance of cardiac natriuretic peptides for the diagnosis of covert AF after acute ischemic stroke and to assess their potential clinical utility.
Methods:
We searched PubMed and Embase for prospective studies reporting the performance of B-type natriuretic peptide (BNP) or N-terminal pro-B-type natriuretic peptide (NT-proBNP) for the diagnosis of covert AF after acute ischemic stroke. Summary diagnostic performance measures were pooled using bivariate meta-analysis with random-effects model.
Results:
We included six studies focusing on BNP (n = 1930) and three studies focusing on NT-proBNP (n = 623). BNP had a sensitivity of 0.83 (95% CI: 0.64-0.93), a specificity of 0.74 (0.67-0.81), a positive likelihood ratio of 3.2 (2.6-4.0), and a negative likelihood ratio of 0.23 (0.11-0.49). NT-proBNP had a sensitivity of 0.91 (0.65-0.98), a specificity of 0.77 (0.52-0.91), a positive likelihood ratio of 3.9 (1.8-8.7), and a negative likelihood ratio of 0.12 (0.03-0.48). Considering a pre-test probability of 20%, BNP and NT-proBNP had post-test probabilities of 45% and 50%.
Conclusions:
NT-proBNP has a better performance than BNP for the diagnosis of covert AF after acute ischemic stroke. Both biomarkers have low post-test probabilities and may not be used as a stand-alone decision-making tool for the diagnosis of covert AF in patients with acute ischemic stroke. However, they may be useful for a screening strategy aiming to select patients for long-term monitoring of the heart rhythm.
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Affiliation(s)
- Kejia Zhang
- Dept of Medicine, Univ of Alberta, Edmonton, Canada
| | | | - Mingxi Li
- Dept of Neurology, The First Hosp of Jilin Univ, Jilin, China
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Navi BB, Sherman CP, LeMoss NM, Lansdale KN, Kamel H, Tagawa ST, Saxena A, Ocean AJ, Iadecola C, DeAngelis LM, Elkind MS, Knepp B, Hull H, Jickling GC, Sharp FR, Ander BP, Stamova B. Abstract P745: Whole Blood MicroRNA and Their Target Messenger RNA Reveal Distinct Transcriptional Changes in Ischemic Stroke Patients With and Without Comorbid Cancer. Stroke 2021. [DOI: 10.1161/str.52.suppl_1.p745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction:
One-tenth of patients with stroke have cancer. We previously identified mRNA profiles differentiating patients with stroke and cancer, stroke only, and cancer only. In this study, we investigated mRNA and microRNA (miRNA) transcriptomes to identify potential miRNA regulators that underlie the observed mRNA changes.
Methods:
We prospectively enrolled 4 groups of subjects at 3 centers from 2009-2020. This analysis included 41 subjects with ischemic stroke plus cancer, 42 subjects with ischemic stroke only, 28 subjects with cancer only, and 30 vascular risk factor controls. Stroke-only and cancer-only subjects were matched to stroke-plus-cancer subjects by age, sex, and cancer type. We performed miRNA and mRNA sequencing on blood drawn 72-120 hours after stroke. ANCOVA estimated differential expression of miRNA and mRNA between groups (FDR p<0.05, |fold-change|>1.2). Analyses were adjusted for time from stroke onset, sex, age, vascular risk factors and batch.
Results:
We identified differential expression in 36 miRNA and 264 corresponding mRNA targets between the stroke-plus-cancer and stroke-only groups after accounting for cancer-only expression (Fig 1). Immune and coagulation pathways, including complement, platelet glycoproteins, TGF-β, and mTOR signaling, were overrepresented in stroke-plus-cancer vs stroke-only subjects. T cell, B cell and platelet precursor-specific genes were also overrepresented in stroke-plus-cancer subjects. When compared to other groups, stroke-plus-cancer subjects had 230 unique mRNA encoding for transcriptional regulators, including those involving splicing, epigenetics, and mediator complex genes bridging transcription factors and RNA transcriptional machinery.
Conclusion:
Patients with stroke and cancer had distinct signatures of miRNA and target mRNA compared to stroke patients without cancer, supporting the hypothesis that cancer-related stroke is a unique subgroup of ischemic stroke.
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Carmona-Mora P, Jickling GC, Zhan X, Hakoupian M, Hull H, Alomar N, Amini H, Knepp B, Sharp FR, Stamova B, Ander BP. Abstract P744: Gene Transcript Clusters Distinguish Time-Dependent Expression Patterns in Monocytes, Neutrophils and Whole Blood After Ischemic Stroke Injury. Stroke 2021. [DOI: 10.1161/str.52.suppl_1.p744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction:
After ischemic stroke (IS), peripheral leukocytes infiltrate the damaged region and modulate the response to injury. We previously showed that peripheral blood cells display different gene expression profiles after IS and these transcriptional programs reflect the changes in immune processes in response to IS. Dissecting the temporal dynamics of gene expression after IS improves our understanding of the changes of molecular and cellular pathways involved in acute brain injury.
Methods:
We analyzed the transcriptomic profiles of 33 IS patients in isolated monocytes, neutrophils and whole blood. RNA-sequencing was performed on all the stroke samples as well as 12 controls with vascular risk factors (diabetes and/or hypertension and/or hypercholesterolemia). To identify differentially expressed genes, subjects were split into time points (TPs) from stroke onset (TP1= 0-24 h; TP2= 24-48 h; and TP3= > 48 h), and controls were assigned TP0. A linear regression model including time and the interaction of diagnosis x TP with cutoff of p<0.02 and fold-change>|1.2| was used. Time dependent changes were analyzed using artificial neural networks to identify clusters of genes that behave in a similar way across TPs.
Results:
Unique patterns of temporal expression were distinguished for the three sample types. These include genes not expressed in TP0 that peak only within the first 24 h, others that peak or decrease in TP2 and TP3, and more complex patterns. Genes that peak at TP1 in monocytes and neutrophils are related to cell adhesion and leukocyte differentiation/migration, respectively. Early peaks in whole blood occur in genes related to transcriptional regulation. In monocytes, interleukin pathways are enriched across all TPs, whereas there is a trend of suppression after 24 h in neutrophils. The inflammasome pathway is enriched in the earlier TPs in neutrophils, while not enriched in monocytes until over 48 hours.
Conclusion:
Our analyses on gene expression dynamics and cluster patterns allow identification of key genes and pathways at different time points following ischemic injury that are valuable as IS biomarkers and may be possible treatment targets.
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Affiliation(s)
| | | | - Xinhua Zhan
- Neurology, Univ of California-Davis, Sacramento, CA
| | | | - Heather Hull
- Neurology, Univ of California-Davis, Sacramento, CA
| | - Noor Alomar
- Neurology, Univ of California-Davis, Sacramento, CA
| | | | - Bodie Knepp
- Neurology, Univ of California-Davis, Sacramento, CA
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Kamtchum-Tatuene J, Jickling GC. Letter by Kamtchum-Tatuene and Jickling Regarding Article, "Elevated Lp(a) (Lipoprotein[a]) Levels Increase Risk of 30-Day Major Adverse Cardiovascular Events in Patients Following Carotid Endarterectomy". Stroke 2021; 52:e64-e65. [PMID: 33493050 DOI: 10.1161/strokeaha.120.032698] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Glen C Jickling
- Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
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35
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Roever L, Jickling GC. Mesenchymal Stem Cells for Ischemic Stroke: Hope or Hype? Neurology 2021; 96:301-302. [PMID: 33472923 DOI: 10.1212/wnl.0000000000011491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Leonardo Roever
- From the Department of Clinical Research (L.R.), Federal University of Uberlândia, Minas Gerais, Brazil; and Faculty of Medicine and Dentistry (G.C.J.), Department of Medicine, University of Alberta, Canada.
| | - Glen C Jickling
- From the Department of Clinical Research (L.R.), Federal University of Uberlândia, Minas Gerais, Brazil; and Faculty of Medicine and Dentistry (G.C.J.), Department of Medicine, University of Alberta, Canada
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36
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Dykstra-Aiello C, Sharp FR, Jickling GC, Hull H, Hamade F, Shroff N, Durocher M, Cheng X, Zhan X, Liu D, Ander BP, Stamova BS. Alternative Splicing of Putative Stroke/Vascular Risk Factor Genes Expressed in Blood Following Ischemic Stroke Is Sexually Dimorphic and Cause-Specific. Front Neurol 2020; 11:584695. [PMID: 33193047 PMCID: PMC7642687 DOI: 10.3389/fneur.2020.584695] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 09/22/2020] [Indexed: 12/20/2022] Open
Abstract
Genome-wide association studies have identified putative ischemic stroke risk genes, yet, their expression after stroke is unexplored in spite of growing interest in elucidating their specific role and identifying candidate genes for stroke treatment. Thus, we took an exploratory approach to investigate sexual dimorphism, alternative splicing, and etiology in putative risk gene expression in blood following cardioembolic, atherosclerotic large vessel disease and small vessel disease/lacunar causes of ischemic stroke in each sex compared to controls. Whole transcriptome arrays assessed 71 putative stroke/vascular risk factor genes for blood RNA expression at gene-, exon-, and alternative splicing-levels. Male (n = 122) and female (n = 123) stroke and control volunteers from three university medical centers were matched for race, age, vascular risk factors, and blood draw time since stroke onset. Exclusion criteria included: previous stroke, drug abuse, subarachnoid or intracerebral hemorrhage, hemorrhagic transformation, infection, dialysis, cancer, hematological abnormalities, thrombolytics, anticoagulants or immunosuppressants. Significant differential gene expression (fold change > |1.2|, p < 0.05, partial correlation > |0.4|) and alternative splicing (false discovery rate p < 0.3) were assessed. At gene level, few were differentially expressed: ALDH2, ALOX5AP, F13A1, and IMPA2 (males, all stroke); ITGB3 (females, cardioembolic); ADD1 (males, atherosclerotic); F13A1, IMPA2 (males, lacunar); and WNK1 (females, lacunar). GP1BA and ITGA2B were alternatively spliced in both sexes (all patients vs. controls). Six genes in males, five in females, were alternatively spliced in all stroke compared to controls. Alternative splicing and exon-level analyses associated many genes with specific etiology in either sex. Of 71 genes, 70 had differential exon-level expression in stroke patients compared to control subjects. Among stroke patients, 24 genes represented by differentially expressed exons were male-specific, six were common between sexes, and two were female-specific. In lacunar stroke, expression of 19 differentially expressed exons representing six genes (ADD1, NINJ2, PCSK9, PEMT, SMARCA4, WNK1) decreased in males and increased in females. Results demonstrate alternative splicing and sexually dimorphic expression of most putative risk genes in stroke patients' blood. Since expression was also often cause-specific, sex, and etiology are factors to consider in stroke treatment trials and genetic association studies as society trends toward more personalized medicine.
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Affiliation(s)
- Cheryl Dykstra-Aiello
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Frank R Sharp
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Glen C Jickling
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Heather Hull
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Farah Hamade
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Natasha Shroff
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Marc Durocher
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Xiyuan Cheng
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Xinhua Zhan
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - DaZhi Liu
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Bradley P Ander
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
| | - Boryana S Stamova
- Department of Neurology, Medical Investigation of Neurodevelopmental Disorders (MIND) Institute Biosciences Building, University of California, Davis, Sacramento, CA, United States
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Zhang K, Kamtchum-Tatuene J, Li M, Jickling GC. Cardiac natriuretic peptides for diagnosis of covert atrial fibrillation after acute ischaemic stroke: a meta-analysis of diagnostic accuracy studies. Stroke Vasc Neurol 2020; 6:128-132. [PMID: 33004611 PMCID: PMC8005900 DOI: 10.1136/svn-2020-000440] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/22/2020] [Accepted: 08/24/2020] [Indexed: 01/22/2023] Open
Abstract
Background and purpose Detection of atrial fibrillation (AF) after acute ischaemic stroke is pivotal for the timely initiation of anticoagulation to prevent recurrence. Besides heart rhythm monitoring, various blood biomarkers have been suggested as complimentary diagnostic tools for AF. We aimed to summarise data on the performance of cardiac natriuretic peptides for the diagnosis of covert AF after acute ischaemic stroke and to assess their potential clinical utility. Methods We searched PubMed and Embase for prospective studies reporting the performance of B-type natriuretic peptide (BNP) or N-terminal pro-BNP (NT-proBNP) for the diagnosis of covert AF after acute ischaemic stroke. Summary diagnostic performance measures were pooled using bivariate meta-analysis with a random-effect model. Results We included six studies focusing on BNP (n=1930) and three studies focusing on NT-proBNP (n=623). BNP had a sensitivity of 0.83 (95% CI 0.64 to 0.93), a specificity of 0.74 (0.67 to 0.81), a positive likelihood ratio of 3.2 (2.6 to 4.0) and a negative likelihood ratio of 0.23 (0.11 to 0.49). NT-proBNP had a sensitivity of 0.91 (0.65 to 0.98), a specificity of 0.77 (0.52 to 0.91), a positive likelihood ratio of 3.9 (1.8 to 8.7) and a negative likelihood ratio of 0.12 (0.03 to 0.48). Considering a pretest probability of 20%, BNP and NT-proBNP had post-test probabilities of 45% and 50%. Conclusions NT-proBNP has a better performance than BNP for the diagnosis of covert AF after acute ischaemic stroke. Both biomarkers have low post-test probabilities and may not be used as a stand-alone decision-making tool for the diagnosis of covert AF in patients with acute ischaemic stroke. However, they may be useful for a screening strategy aiming to select patients for long-term monitoring of the heart rhythm.
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Affiliation(s)
- Kejia Zhang
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Mingxi Li
- Department of Neurology, Jilin University First Hospital, Changchun, Jilin, China
| | - Glen C Jickling
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Amini H, Shroff N, Stamova B, Ferino E, Carmona-Mora P, Zhan X, Sitorus PP, Hull H, Jickling GC, Sharp FR, Ander BP. Genetic variation contributes to gene expression response in ischemic stroke: an eQTL study. Ann Clin Transl Neurol 2020; 7:1648-1660. [PMID: 32785988 PMCID: PMC7480928 DOI: 10.1002/acn3.51154] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 06/27/2020] [Accepted: 07/13/2020] [Indexed: 01/06/2023] Open
Abstract
Objective Single nucleotide polymorphisms (SNPs) contribute to complex disorders such as ischemic stroke (IS). Since SNPs could affect IS by altering gene expression, we studied the association of common SNPs with changes in mRNA expression (i.e. expression quantitative trait loci; eQTL) in blood after IS. Methods RNA and DNA were isolated from 137 patients with acute IS and 138 vascular risk factor controls (VRFC). Gene expression was measured using Affymetrix HTA 2.0 microarrays and SNP variants were assessed with Axiom Biobank Genotyping microarrays. A linear model with a genotype (SNP) × diagnosis (IS and VRFC) interaction term was fit for each SNP‐gene pair. Results The eQTL interaction analysis revealed significant genotype × diagnosis interaction for four SNP‐gene pairs as cis‐eQTL and 70 SNP‐gene pairs as trans‐eQTL. Cis‐eQTL involved in the inflammatory response to IS included rs56348411 which correlated with neurogranin expression (NRGN), rs78046578 which correlated with CXCL10 expression, rs975903 which correlated with SMAD4 expression, and rs62299879 which correlated with CD38 expression. These four genes are important in regulating inflammatory response and BBB stabilization. SNP rs148791848 was a strong trans‐eQTL for anosmin‐1 (ANOS1) which is involved in neural cell adhesion and axonal migration and may be important after stroke. Interpretation This study highlights the contribution of genetic variation to regulating gene expression following IS. Specific inflammatory response to stroke is at least partially influenced by genetic variation. This has implications for progressing toward personalized treatment strategies. Additional research is required to investigate these genes as therapeutic targets.
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Affiliation(s)
- Hajar Amini
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Natasha Shroff
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Boryana Stamova
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Eva Ferino
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Paulina Carmona-Mora
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Xinhua Zhan
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Preston P Sitorus
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Heather Hull
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Glen C Jickling
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Frank R Sharp
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
| | - Bradley P Ander
- Department of Neurology, University of California at Davis, Sacramento, California, 95817
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Jickling GC. Genetics of chronic kidney disease and stroke. Neurology 2020; 94:1060-1061. [DOI: 10.1212/wnl.0000000000009631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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40
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Cheng X, Ander BP, Jickling GC, Zhan X, Hull H, Sharp FR, Stamova B. MicroRNA and their target mRNAs change expression in whole blood of patients after intracerebral hemorrhage. J Cereb Blood Flow Metab 2020; 40:775-786. [PMID: 30966854 PMCID: PMC7168793 DOI: 10.1177/0271678x19839501] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 02/21/2019] [Accepted: 02/26/2019] [Indexed: 01/31/2023]
Abstract
Previous studies showed changes in mRNA levels in whole blood of rats and humans, and in miRNA in whole blood of rats following intracerebral hemorrhage (ICH). Thus, this study assessed miRNA and their putative mRNA targets in whole blood of humans following ICH. Whole transcriptome profiling identified altered miRNA and mRNA levels in ICH patients compared to matched controls. Target mRNAs of the differentially expressed miRNAs were identified, and functional analysis of the miRNA-mRNA targets was performed. Twenty-nine miRNAs (22 down, 7 up) and 250 target mRNAs (136 up, 114 down), and 7 small nucleolar RNA changed expression after ICH compared to controls (FDR < 0.05, and fold change ≥ |1.2|). These included Let7i, miR-146a-5p, miR210-5p, miR-93-5p, miR-221, miR-874, miR-17-3p, miR-378a-5p, miR-532-5p, mir-4707, miR-4450, mir-1183, Let-7d-3p, miR-3937, miR-4288, miR-4741, miR-92a-1-3p, miR-4514, mir-4658, mir-3689d-1, miR-4760-3p, and mir-3183. Pathway analysis showed regulated miRNAs/mRNAs were associated with toll-like receptor, natural killer cell, focal adhesion, TGF-β, phagosome, JAK-STAT, cytokine-cytokine receptor, chemokine, apoptosis, vascular smooth muscle, and RNA degradation signaling. Many of these pathways have been implicated in ICH. The differentially expressed miRNA and their putative mRNA targets and associated pathways may provide diagnostic biomarkers as well as point to therapeutic targets for ICH treatments in humans.
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Affiliation(s)
- Xiyuan Cheng
- Department of Neurology, University of California at Davis, Sacramento, CA, USA
- Toxicology and Pharmacology Graduate Program, University of California at Davis, Davis, CA, USA
| | - Bradley P Ander
- Department of Neurology, University of California at Davis, Sacramento, CA, USA
| | - Glen C Jickling
- Department of Neurology, University of California at Davis, Sacramento, CA, USA
| | - Xinhua Zhan
- Department of Neurology, University of California at Davis, Sacramento, CA, USA
| | - Heather Hull
- Department of Neurology, University of California at Davis, Sacramento, CA, USA
| | - Frank R Sharp
- Department of Neurology, University of California at Davis, Sacramento, CA, USA
- Toxicology and Pharmacology Graduate Program, University of California at Davis, Davis, CA, USA
| | - Boryana Stamova
- Department of Neurology, University of California at Davis, Sacramento, CA, USA
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Carmona-Mora P, Ander BP, Jickling GC, Zhan X, Hamade F, Hull H, Ferino E, Amini H, Knepp B, Sharp FR, Stamova BS. Abstract WP416: Specific Transcriptome Response in Neutrophils, Monocytes and Whole Blood in Human Intracerebral Hemorrhage and Ischemic Stroke of Different Etiologies. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.wp416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Understanding transcriptome changes following intracerebral hemorrhage (ICH) and ischemic stroke (IS) of different etiologies, can lead to a better understanding of the molecular and cellular pathways involved in the response to acute brain injury caused by ICH and IS. We characterized the transcriptomic profiles from ICH and different IS etiologies to identify acute molecular changes in isolated monocytes, neutrophils and in whole blood. Peripheral blood was drawn from ICH (6) and IS (33) cases (cardioembolic, large vessel and lacunar) in the first 30 ± 20 hours post-onset of symptoms. We performed whole-genome RNA sequencing of whole blood (WB), and isolated neutrophils and monocytes. Control cases (10) with vascular risk factors (diabetes and/or hypertension and/or hypercholesterolemia) were also included (VRFC). A linear regression model including the interaction diagnosis x sample subtype with p<0.05 and overlap with FDR<0.2, (fold-change>1.2) was used for identifying differentially expressed (DE) genes. Gene ontology and pathway enrichment were performed for investigating the biological context of the DE. We observed specific transcriptional responses for ICH and IS, and within IS etiologies in monocytes, neutrophils and WB. Neutrophils’ response was the strongest with highest number of DE genes in both ICH and IS and its etiologies when compared to VRFC. Most of the changes were cell-type specific and involved immune response and signal transduction pathways. For example, in ICH compared to VRFC, about half of the over-represented pathways were unique to either monocytes or neutrophils. Many pathways over-represented in WB were not over-represented in monocytes or neutrophils, signifying the importance of additional blood cell types in the immune response to ICH and IS. A T-cell receptor gene was DE in WB only, and in opposite directions in ICH and IS when compared to VRFC, thus is a good biomarker candidate. The unique expression changes in neutrophils and monocytes after ICH and IS and its subtypes underscore their involvement in IS and ICH pathophysiology. The large number of unique genes and pathways in whole blood not detected in monocytes or neutrophils signify the contribution of other peripheral blood cell types to the ICH and IS responses.
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Affiliation(s)
| | | | | | - Xinhua Zhan
- Neurology, Univ of California, Davis, Sacramento, CA
| | - Farah Hamade
- Neurology, Univ of California, Davis, Sacramento, CA
| | - Heather Hull
- Neurology, Univ of California, Davis, Sacramento, CA
| | - Eva Ferino
- Neurology, Univ of California, Davis, Sacramento, CA
| | - Hajar Amini
- Neurology, Univ of California, Davis, Sacramento, CA
| | - Bodie Knepp
- Neurology, Univ of California, Davis, Sacramento, CA
| | - Frank R Sharp
- Neurology, Univ of California, Davis, Sacramento, CA
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Jickling GC, Kamtchum J, Sykes G, Batool Y, Boryana S, Ander BP, Sharp F. Abstract WMP116: Thromboembolism in Atrial Fibrillation: Relationship to Leukocyte Gene Expression. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.wmp116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Atrial fibrillation (AF) is an important cause of stroke, for which anticoagulation provides substantial benefit. However, not all patients with AF will have a stroke. There remains uncertainty regarding factors that promote thromboembolism and stroke in patients with AF. In this study we examined differences in blood cell gene expression unique to AF in acute stroke to better understand factors important to atrial fibrillation thromboembolism in human stroke.
Methods:
Gene expression in blood was compared in acute stroke patients with AF to non-AF stroke and to controls without stroke. Blood was collected in PAXgene tubes, and leukocyte/platelet gene expression was measured by Affymetrix microarray. Differentially expressed genes were identified using ANOVA adjusted for age, sex and batch.
Results:
In the 184 patients studied, 40 were acute strokes with AF, 143 had non-AF acute stroke, and 116 were non-stroke controls. There were 43 genes unique to AF in patients with stroke, and 69 genes associated AF that were shared between AF stroke and controls (FDR<0.05, fold change>|1.5|). Functional analysis indicate acute stroke AF genes are associated with changes in the hematological system including blood cell rheology and leukocyte activation. In contrast non-stroke AF genes are associated cardiac hypertrophy and blood vessel injury.
Conclusions:
AF has differences in blood cell gene expression in acute stroke that may relate to risk of thromboembolism. Acute stroke patients with AF display changes in blood cell rheology and leukocyte activation; whereas non-stroke AF patients have changes in cardiac hypertrophy and vascular injury. These differences are important to understanding blood cell contribution to thrombus formation and stroke risk in patients with AF. Further study is required to assess the relationship of these gene changes to stroke risk and response to anticoagulation in patients with AF.
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Kamtchum Tatuene J, Wilman A, Saqqur M, Sykes G, Shuaib A, Jickling GC. Abstract WMP46: Frequency of High-Risk Features and Stroke Risk in Asymptomatic Carotid Atherosclerosis: Systematic Review and Meta-Analysis. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.wmp46] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
The recommended treatment of asymptomatic carotid atherosclerosis is best medical therapy since the 1% annual risk of stroke is lower than the risk of stroke from revascularization. Specific imaging features may identify patients at increased risk of stroke and optimize the risk-benefit ratio of carotid surgery. To assess the relevance and feasibility of such approach, we aimed to summarize available data on the frequency of high-risk features and the related risk of stroke in patients with asymptomatic carotid atherosclerosis.
Methods:
A search of Pubmed and Ovid-Embase identified prospective studies reporting findings of carotid plaque imaging and incidence of stroke in patients with asymptomatic carotid atherosclerosis. Prevalence of high-risk features and incidence of ipsilateral ischemic events were pooled using random-effect meta-analysis.
Results:
Thirty-five studies enrolling 5808 participants with asymptomatic carotid atherosclerosis of various grades were included. The pooled prevalence (95% CI) of high-risk features on plaque imaging was 28.8 (18.8 - 38.7). The prevalence of neovascularization was 53.5% (45.2 - 61.8), echolucency 40.0% (30.8 - 49.6), lipid-rich necrotic core 35.7% (24.1 - 48.1), thin or ruptured fibrous cap 27.5% (14.2 - 43.3), silent brain infarcts 27.0% (15.3 - 40.5), impaired cerebrovascular reserve 25.9% (10.3 - 45.5), intraplaque hemorrhage 19.2% (13.9 - 25.1), microembolic signals 14.4% (8.9 - 20.8), and ulceration 13.5% (1.3 - 34.0). In 15 cohort studies enrolling 4215 participants, the mean duration of follow-up was 3.5 years (2.0 - 4.6). The pooled incidence of ipsilateral ischemic events was 2.7 per 100 person-years (1.6 - 4.0). This incidence was higher in patients with a high-risk feature (4.9%, 2.3 - 8.2) than in those without (0.9%, 0.2 - 1.8) with an odds ratio of 4.6 (2.3 - 9.3).
Conclusion:
High-risk features on imaging are frequent in asymptomatic carotid atherosclerosis and associated with a fourfold increase in the annual risk of ipsilateral ischemic events. A risk-oriented selection of patients with asymptomatic carotid atherosclerosis prior to randomization in revascularization trials appears relevant and may be a strategy to prevent stroke in asymptomatic carotid atherosclerosis.
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Amini H, Shroff N, Sitorus PP, Carmona-Mora P, Hull H, Ferino E, Zhan X, Stamova B, Jickling GC, Sharp FR, Ander BP. Abstract 69: Trans-eQTL Analysis of Blood After Ischemic Stroke Reveals X-Linked SNP-Gene Relationships. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.69] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective:
Single nucleotide polymorphism (SNP) is one of the most common types of genetic variation and likely has a contributing role in ischemic stroke (IS). The influence of SNPs on changes of gene expression in blood after IS remains largely unknown. Thus, we evaluated the association of genetic variants with changes in mRNA expression levels (i.e. expression quantitative trait loci;eQTL) in blood after IS.
Methods:
RNA and DNA were isolated from blood samples collected from 137 IS patients and 138 vascular risk factor controls (VRFC). Gene expression of protein-coding transcripts was quantified by Affymetrix HTA 2.0 microarrays and SNP variants assessed by Axiom Biobank Genotyping microarrays. A linear model with a genotype (SNP)х diagnosis (IS or VRFC) interaction was fit for each SNP-gene pair to identify novel IS diagnosis-dependent eQTL.
Results:
Our
trans-
eQTL interaction analysis found 70 significant SNP-gene pairs (FDR<0.01). Our observations indicated that 24 mRNAs were associated with significant genotype х diagnosis interaction. Among these genes, two X-linked genes
ANOS1
and
POF1B
were found. Expression of
ANOS1
was significantly associated with SNPs rs148791848 and rs149957475. The SNP, rs950391, was significantly associated with expression of
POF1B,
a gene previously shown as sexually dimorphic in stroke. Interestingly, some of the eQTL SNPs affected multiple genes in
trans
that are known to be altered after IS. For example, X-linked SNP rs950391, altered expression of
ABCA6, CLNK, EML6, POF1B,
and
WNT16.
Conclusions:
To our knowledge, this is the first whole-genome study to examine the effect of genotype х diagnosis on gene expression of blood after IS. Some SNP-gene pairs are X-linked and may account for aspects of sexual dimorphism in stroke. Our findings facilitate better understanding of
trans
effects of genetic variation on gene expression in stroke.
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Affiliation(s)
| | | | | | | | | | - Eva Ferino
- Dept of Neurology, UC Davis, Sacramento, CA
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Kamtchum Tatuene J, Wilman A, Saqqur M, Shuaib A, Jickling GC. Abstract WP177: Frequency of Carotid Plaque With High-Risk Features in Cryptogenic Stroke: Systematic Review and Meta-Analysis. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.wp177] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose:
An ipsilateral non-obstructive carotid atherosclerosis (NOCA), defined as carotid plaque with <50% stenosis, is identified in 25% of cryptogenic strokes and could represent an unrecognized source of athero-embolism. We aimed to summarize available data regarding the frequency of NOCA with high-risk features in patients with cryptogenic stroke.
Methods:
A search of Pubmed and Ovid-Embase identified observational studies reporting carotid plaque imaging features in patients with cryptogenic stroke, from inception to July 15, 2019. The prevalence of NOCA with high-risk features in ipsilateral and contralateral carotid was determined by pooling study-specific estimates using a random-effect meta-analysis.
Results:
Six prospective studies enrolling a total of 255 participants with unilateral ischemic stroke in the anterior circulation were included. Carotid arteries were imaged with ultrasound, computed tomography or MRI to identify echolucency, ulceration, intraplaque hemorrhage, thrombus, or thickness ≥ 3 mm. The pooled prevalence of NOCA with high-risk features in the ipsilateral carotid was 34.0% (95% CI: 25.7 – 42.9) compared to 7.3 % (95% CI: 0.8 – 18.1) in the contralateral carotid. The odds ratio of finding a plaque with high-risk features in the ipsilateral versus the contralateral carotid was 4.1 (95% CI: 2.0 – 8.7).
Conclusion:
Plaques with high-risk features are four times more prevalent in the ipsilateral compared to the contralateral carotid artery in patients with cryptogenic stroke, suggesting a relationship to stroke risk. These features may aid in etiologic classification of stroke and risk stratification for secondary prevention therapy.
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Kamtchum-Tatuene J, Wilman A, Saqqur M, Shuaib A, Jickling GC. Carotid Plaque With High-Risk Features in Embolic Stroke of Undetermined Source: Systematic Review and Meta-Analysis. Stroke 2019; 51:311-314. [PMID: 31752616 DOI: 10.1161/strokeaha.119.027272] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose- An ipsilateral mild carotid stenosis, defined as plaque with <50% luminal narrowing, is identified in nearly 40% of patients with embolic stroke of undetermined source and could represent an unrecognized source of atheroembolism. We aimed to summarize data about the frequency of mild carotid stenosis with high-risk features in embolic stroke of undetermined source. Methods- We searched Pubmed and Ovid-Embase for studies reporting carotid plaque imaging features in embolic stroke of undetermined source. The prevalence of ipsilateral and contralateral mild carotid stenosis with high-risk features was pooled using random-effect meta-analysis. Results- Eight studies enrolling 323 participants were included. The prevalence of mild carotid stenosis with high-risk features in the ipsilateral carotid was 32.5% (95% CI, 25.3-40.2) compared with 4.6% (95% CI, 0.1-13.1) in the contralateral carotid. The odds ratio of finding a plaque with high-risk features in the ipsilateral versus the contralateral carotid was 5.5 (95% CI, 2.5-12.0). Conclusions- Plaques with high-risk features are 5 times more prevalent in the ipsilateral compared with the contralateral carotid in embolic stroke of undetermined source, suggesting a relationship to stroke risk.
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Affiliation(s)
- Joseph Kamtchum-Tatuene
- From the Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry (J.K.-T.), University of Alberta, Edmonton, Canada
| | - Alan Wilman
- Department of Biomedical Engineering (A.W.), University of Alberta, Edmonton, Canada
| | - Maher Saqqur
- Division of Neurology, Department of Medicine (M.S., A.S., G.C.J.), University of Alberta, Edmonton, Canada
| | - Ashfaq Shuaib
- Division of Neurology, Department of Medicine (M.S., A.S., G.C.J.), University of Alberta, Edmonton, Canada
| | - Glen C Jickling
- Division of Neurology, Department of Medicine (M.S., A.S., G.C.J.), University of Alberta, Edmonton, Canada
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Navi BB, Mathias R, Sherman CP, Wolfe J, Kamel H, Tagawa ST, Saxena A, Ocean AJ, Iadecola C, DeAngelis LM, Elkind MSV, Hull H, Jickling GC, Sharp FR, Ander BP, Stamova B. Cancer-Related Ischemic Stroke Has a Distinct Blood mRNA Expression Profile. Stroke 2019; 50:3259-3264. [PMID: 31510897 PMCID: PMC6817410 DOI: 10.1161/strokeaha.119.026143] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background and Purpose- Comorbid cancer is common in patients with acute ischemic stroke (AIS). As blood mRNA profiles can distinguish AIS mechanisms, we hypothesized that cancer-related AIS would have a distinctive gene expression profile. Methods- We evaluated 4 groups of 10 subjects prospectively enrolled at 3 centers from 2009 to 2018. This included the group of interest with active solid tumor cancer and AIS and 3 control groups with active cancer only, AIS only, or vascular risk factors only. Subjects in the AIS-only and cancer-only groups were matched to subjects in the cancer-stroke group by age, sex, and cancer type (if applicable). Subjects in the vascular risk factor group were matched to subjects in the cancer-stroke and stroke-only groups by age, sex, and vascular risk factors. Blood was drawn 72 to 120 hours after stroke. Total RNA was processed using 3' mRNA sequencing. ANOVA and Fisher least significant difference contrast methods were used to estimate differential gene expression between groups. Results- In the cancer-stroke group, 50% of strokes were cryptogenic. All groups had differentially expressed genes that could distinguish among them. Comparing the cancer-stroke group to the stroke-only group and after accounting for cancer-only genes, 438 genes were differentially expressed, including upregulation of multiple genes/pathways implicated in autophagy signaling, immunity/inflammation, and gene regulation, including IL (interleukin)-1, interferon, relaxin, mammalian target of rapamycin signaling, SQSTMI1 (sequestosome-1), and CREB1 (cAMP response element binding protein-1). Conclusions- This study provides evidence for a distinctive molecular signature in blood mRNA expression profiles of patients with cancer-related AIS. Future studies should evaluate whether blood mRNA can predict detection of occult cancer in patients with AIS. Clinical Trial Registration- URL: https://clinicaltrials.gov. Unique identifier: NCT02604667.
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Affiliation(s)
- Babak B Navi
- From the Department of Neurology and Feil Family Brain and Mind Research Institute (B.B.N, R.M., C.P.S., H.K., C.I., L.M.D.), Weill Cornell Medicine, New York, NY
- Department of Neurology, Memorial Sloan Kettering, New York, NY (B.B.N, J.W., L.M.D.)
| | - Ryna Mathias
- From the Department of Neurology and Feil Family Brain and Mind Research Institute (B.B.N, R.M., C.P.S., H.K., C.I., L.M.D.), Weill Cornell Medicine, New York, NY
| | - Carla P Sherman
- From the Department of Neurology and Feil Family Brain and Mind Research Institute (B.B.N, R.M., C.P.S., H.K., C.I., L.M.D.), Weill Cornell Medicine, New York, NY
| | - Julia Wolfe
- Department of Neurology, Memorial Sloan Kettering, New York, NY (B.B.N, J.W., L.M.D.)
| | - Hooman Kamel
- From the Department of Neurology and Feil Family Brain and Mind Research Institute (B.B.N, R.M., C.P.S., H.K., C.I., L.M.D.), Weill Cornell Medicine, New York, NY
| | - Scott T Tagawa
- Department of Medicine (S.T.T., A.S., A.J.O.), Weill Cornell Medicine, New York, NY
| | - Ashish Saxena
- Department of Medicine (S.T.T., A.S., A.J.O.), Weill Cornell Medicine, New York, NY
| | - Allyson J Ocean
- Department of Medicine (S.T.T., A.S., A.J.O.), Weill Cornell Medicine, New York, NY
| | - Costantino Iadecola
- From the Department of Neurology and Feil Family Brain and Mind Research Institute (B.B.N, R.M., C.P.S., H.K., C.I., L.M.D.), Weill Cornell Medicine, New York, NY
| | - Lisa M DeAngelis
- From the Department of Neurology and Feil Family Brain and Mind Research Institute (B.B.N, R.M., C.P.S., H.K., C.I., L.M.D.), Weill Cornell Medicine, New York, NY
- Department of Neurology, Memorial Sloan Kettering, New York, NY (B.B.N, J.W., L.M.D.)
| | - Mitchell S V Elkind
- Departments of Neurology (M.S.V.E.), Columbia University, New York, NY
- Epidemiology (M.S.V.E.), Columbia University, New York, NY
| | - Heather Hull
- Department of Neurology, University of California, Davis (H.H., G.C.J., F.R.S., B.P.A., B.S.)
| | - Glen C Jickling
- Department of Neurology, University of California, Davis (H.H., G.C.J., F.R.S., B.P.A., B.S.)
| | - Frank R Sharp
- Department of Neurology, University of California, Davis (H.H., G.C.J., F.R.S., B.P.A., B.S.)
| | - Bradley P Ander
- Department of Neurology, University of California, Davis (H.H., G.C.J., F.R.S., B.P.A., B.S.)
| | - Boryana Stamova
- Department of Neurology, University of California, Davis (H.H., G.C.J., F.R.S., B.P.A., B.S.)
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Cheng X, Ferino E, Hull H, Jickling GC, Ander BP, Stamova B, Sharp FR. Smoking affects gene expression in blood of patients with ischemic stroke. Ann Clin Transl Neurol 2019; 6:1748-1756. [PMID: 31436916 PMCID: PMC6764500 DOI: 10.1002/acn3.50876] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 06/27/2019] [Accepted: 07/27/2019] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE Though cigarette smoking (CS) is a well-known risk factor for ischemic stroke (IS), there is no data on how CS affects the blood transcriptome in IS patients. METHODS We recruited IS-current smokers (IS-SM), IS-never smokers (IS-NSM), control-smokers (C-SM), and control-never smokers (C-NSM). mRNA expression was assessed on HTA-2.0 microarrays and unique as well as commonly expressed genes identified for IS-SM versus IS-NSM and C-SM versus C-NSM. RESULTS One hundred and fifty-eight genes were differentially expressed in IS-SM versus IS-NSM; 100 genes were differentially expressed in C-SM versus C-NSM; and 10 genes were common to both IS-SM and C-SM (P < 0.01; |fold change| ≥ 1.2). Functional pathway analysis showed the 158 IS-SM-regulated genes were associated with T-cell receptor, cytokine-cytokine receptor, chemokine, adipocytokine, tight junction, Jak-STAT, ubiquitin-mediated proteolysis, and adherens junction signaling. IS-SM showed more altered genes and functional networks than C-SM. INTERPRETATION We propose some of the 10 genes that are elevated in both IS-SM and C-SM (GRP15, LRRN3, CLDND1, ICOS, GCNT4, VPS13A, DAP3, SNORA54, HIST1H1D, and SCARNA6) might contribute to increased risk of stroke in current smokers, and some genes expressed by blood leukocytes and platelets after stroke in smokers might contribute to worse stroke outcomes that occur in smokers.
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Affiliation(s)
- Xiyuan Cheng
- Department of Neurology, University of California at Davis, Sacramento, California.,Toxicology and Pharmacology Graduate Program, University of California at Davis, Davis, California
| | - Eva Ferino
- Department of Neurology, University of California at Davis, Sacramento, California
| | - Heather Hull
- Department of Neurology, University of California at Davis, Sacramento, California
| | - Glen C Jickling
- Department of Neurology, University of California at Davis, Sacramento, California.,Department of Neurology, University of Alberta, Edmonton, California
| | - Bradley P Ander
- Department of Neurology, University of California at Davis, Sacramento, California
| | - Boryana Stamova
- Department of Neurology, University of California at Davis, Sacramento, California
| | - Frank R Sharp
- Department of Neurology, University of California at Davis, Sacramento, California.,Toxicology and Pharmacology Graduate Program, University of California at Davis, Davis, California
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Affiliation(s)
- Glen C Jickling
- From the Division of Neurology (G.C.J.), University of Alberta, Edmonton, Canada; and Department of Neurology (T.D.), Jagiellonian University Medical College, Krakow, Poland.
| | - Tomasz Dziedzic
- From the Division of Neurology (G.C.J.), University of Alberta, Edmonton, Canada; and Department of Neurology (T.D.), Jagiellonian University Medical College, Krakow, Poland
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