1
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Janský P, Kaplan V, Šrámková T, Kolman F, Kloudová P, Benešová K, Olšerová A, Kešnerová P, Magerová H, Šulc V, Halmová H, Kmetonyová S, Paulasová-Schwabová J, Šarbochová I, Maťoška V, Tomek A. MicroRNAs and other biomarkers of atrial fibrillation in ischemic stroke patients. Medicine (Baltimore) 2024; 103:e40165. [PMID: 39470526 PMCID: PMC11521022 DOI: 10.1097/md.0000000000040165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 09/30/2024] [Accepted: 10/02/2024] [Indexed: 10/30/2024] Open
Abstract
This study aimed to evaluate the ability of selected microRNAs as biomarkers of atrial fibrillation (AF) in ischemic stroke patients in comparison with other established biochemical biomarkers. A prospective case-control study of consecutive ischemic stroke patients with AF admitted to a comprehensive stroke center was conducted. The control group consisted of patients with ischemic stroke with no AF detected on prolonged (at least 3 weeks) Holter ECG monitoring. As potential biomarkers of AF, we analyzed the plasma levels of microRNAs (miR-21, miR-29b, miR-133b, miR-142-5p, miR-150, miR-499, and miR-223-3p) and 13 biochemical biomarkers at admission. The predictive accuracy of biomarkers was assessed by calculating the area under the receiver operating characteristic curve. The data of 117 patients were analyzed (61 with AF, 56 with no AF, 46% men, median age 73 years, median National Institutes of Health Stroke Scale 6). Biochemical biomarkers (N-terminal pro-B-type natriuretic peptide [NT-proBNP], high-sensitivity cardiac troponin I, fibrinogen, C-reactive protein, eGFR, and total triglycerides) were significantly associated with AF. NT-proBNP had the best diagnostic performance for AF with area under the receiver operating characteristic curve 0.92 (95%, CI 0.86-0.98); a cutoff value of >528 ng/L had a sensitivity of 79% and a specificity of 97%. None of the other biomarkers, including microRNAs, was associated with AF. Conventional biochemical biomarkers (NT-proBNP, high-sensitivity cardiac troponin I, fibrinogen, C-reactive protein, eGFR, and triglycerides), but not microRNAs (miR-21, miR-29b, miR-133b, miR-142-5p, miR-150, miR-499, and miR-223-3p) were significantly associated with AF in our ischemic stroke cohort.
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Affiliation(s)
- Petr Janský
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Vojtěch Kaplan
- Department of Clinical Biochemistry, Hematology and Immunology, Na Homolce Hospital, Prague, Czech Republic
| | - Tereza Šrámková
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Filip Kolman
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Petra Kloudová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Kateřina Benešová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Anna Olšerová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Petra Kešnerová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Hana Magerová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Vlastimil Šulc
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Hana Halmová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Silvia Kmetonyová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Jaroslava Paulasová-Schwabová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Ivana Šarbochová
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
| | - Václav Maťoška
- Department of Clinical Biochemistry, Hematology and Immunology, Na Homolce Hospital, Prague, Czech Republic
| | - Aleš Tomek
- Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital Motol, Prague, Czech Republic
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Suda S, Iguchi Y, Yagita Y, Kanzawa T, Okubo S, Fujimoto S, Kono Y, Kimura K. High brain natriuretic peptide level is associated with severe stroke in patients taking oral anticoagulants: A sub-analysis of the PASTA registry study. J Neurol Sci 2024; 458:122935. [PMID: 38368640 DOI: 10.1016/j.jns.2024.122935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 02/02/2024] [Accepted: 02/13/2024] [Indexed: 02/20/2024]
Abstract
BACKGROUND Brain natriuretic peptides (BNP) are an important diagnostic and prognostic marker in patients with heart failure. However, the relationship between BNP levels and stroke severity in patients with atrial fibrillation (AF) remains unelucidated. In this study, we aimed to investigate the association between stroke severity at admission and BNP levels. METHODS In this prospective observational study, we used data from 513 patients with AF and acute ischemic stroke treated with oral anticoagulants (OAC) registered in the Multicenter Prospective Analysis of Stroke Patients Taking Oral Anticoagulants study. The patients were divided into two groups: high-BNP (≥200 pg/mL) and low-BNP level (<200 pg/mL) groups. We compared the clinical characteristics between the two groups and determined the effect of BNP levels on stroke severity on admission. RESULTS Among the 513 enrolled patients, 248 (females, n = 30; median age, 82 years) and 265 (females, n = 76; median age, 71 years) were assigned to the high- and low-BNP level groups, respectively. The high-BNP level group had a higher proportion of patients with severe stroke (National Institutes of Health Stroke Scale score, ≥10) on admission (49.2% vs. 32.8%, p = 0.002) and major vessel occlusion (57.5% vs. 39.2%, p < 0.0001) than that had by the low-BNP level group. Multivariate analysis showed that high BNP level was independently associated with severe stroke on admission (odds ratio 1.07, 95% confidence interval 1.00-1.15; p = 0.0478). CONCLUSIONS High BNP level compared with low BNP level was associated with severe stroke and major vessel occlusion, even before OAC treatment.
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Affiliation(s)
- Satoshi Suda
- Department of Neurology, Nippon Medical School, Tokyo, Japan; Department of Neurology and Cerebrovascular Medicine, Saitama Medical University International Medical Center, Saitama, Japan.
| | - Yasuyuki Iguchi
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Yoshiki Yagita
- Department of Stroke Medicine, Kawasaki Medical School, Okayama, Japan
| | - Takao Kanzawa
- Department of Stroke Medicine, Institute of Brain and Blood Vessels, Mihara Memorial Hospital, Gunma, Japan; Institute of HM network, Gunyukai Isesaki Clinic, Gunma, Japan
| | - Seiji Okubo
- Department of Cerebrovascular Medicine, NTT Medical Center Tokyo, Tokyo, Japan
| | - Shigeru Fujimoto
- Division of Neurology, Department of Medicine, Jichi Medical University Hospital, Tochigi, Japan
| | - Yu Kono
- Department of Neurology, Fuji City General Hospital, Shizuoka, Japan
| | - Kazumi Kimura
- Department of Neurology, Nippon Medical School, Tokyo, Japan
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3
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Ward K, Vail A, Cameron A, Katan M, Lip GYH, Dawson J, Smith CJ, Kishore AK. Molecular biomarkers predicting newly detected atrial fibrillation after ischaemic stroke or TIA: A systematic review. Eur Stroke J 2022; 8:125-131. [PMID: 37021168 PMCID: PMC10069198 DOI: 10.1177/23969873221136927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 10/18/2022] [Indexed: 12/12/2022] Open
Abstract
Background: Several molecular biomarkers are available that predict newly detected atrial fibrillation (NDAF). We aimed to identify such biomarkers that predict NDAF after an Ischaemic stroke (IS)/Transient Ischaemic Attack (TIA) and evaluate their performance. Methods: A systematic review was undertaken in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. Studies of patients with IS, TIA, or both, who underwent ECG monitoring for ⩾24 h, which reported molecular biomarkers and frequency of NDAF after electronic searches of multiple databases were included. Results: Twenty-one studies (76% IS, 24% IS and TIA) involving 4640 patients were included. Twelve biomarkers were identified, with cardiac biomarkers evaluated in the majority (75%) of patients. Performance measures were inconsistently reported. Among cohorts selecting high-risk individuals (12 studies), the most studied biomarkers were N-Terminal-Pro Brain Natriuretic Peptide (NT-ProBNP, five studies; C-statistics reported by three studies, 0.69–0.88) and Brain Natriuretic Peptide (BNP, two studies; C-statistics reported in two studies, 0.68–0.77). Among unselected cohorts (nine studies), the most studied biomarker was BNP (six studies; C-statistics reported in five studies, 0.75–0.88). Only BNP was externally validated (two studies) but using different thresholds to categorise risk of NDAF. Conclusion: Cardiac biomarkers appear to have modest to good discrimination for predicting NDAF, although most analyses were limited by small, heterogeneous study populations. Their clinical utility should be explored further, and this review supports the need to assess the role of molecular biomarkers in large prospective studies with standardised selection criteria, definition of clinically significant NDAF and laboratory assays.
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Affiliation(s)
- Kirsty Ward
- Manchester Centre for Clinical Neurosciences, Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Salford Care organisation, Northern Care Alliance NHS Foundation Trust, UK
| | - Andy Vail
- Centre for Biostatistics, University of Manchester, Manchester Academic Health Science Centre, UK
| | - Alan Cameron
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Mira Katan
- Stroke Center/Dept. Of Neurology University Hospital and University of Basel, Switzerland
- Stroke Center/Dept. Of Neurology University Hospital and University of Zurich, Switzerland
| | - Gregory YH Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Jesse Dawson
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Craig J Smith
- Manchester Centre for Clinical Neurosciences, Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Salford Care organisation, Northern Care Alliance NHS Foundation Trust, UK
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Amit K Kishore
- Manchester Centre for Clinical Neurosciences, Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Salford Care organisation, Northern Care Alliance NHS Foundation Trust, UK
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
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Harpaz D, Bajpai R, Ng GJL, Soljak M, Marks RS, Cheung C, Arumugam TV, Quek AML, Tok AIY, Seet RCS. Blood biomarkers to detect new-onset atrial fibrillation and cardioembolism in ischemic stroke patients. Heart Rhythm 2021; 18:855-861. [PMID: 33561586 DOI: 10.1016/j.hrthm.2021.01.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/27/2021] [Accepted: 01/30/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Accumulating data suggest blood biomarkers could inform stroke etiology. OBJECTIVE The purpose of this study was to investigate the performance of multiple blood biomarkers in elucidating stroke etiology with a focus on new-onset atrial fibrillation (AF) and cardioembolism. METHODS Between January and December 2017, information on clinical and laboratory parameters and stroke characteristics was prospectively collected from ischemic stroke patients recruited from the National University Hospital, Singapore. Multiple blood biomarkers (N-terminal pro-brain natriuretic peptide [NT-proBNP], d-dimer, S100β, neuron-specific enolase, vitamin D, cortisol, interleukin-6, insulin, uric acid, and albumin) were measured in plasma. These variables were compared with stroke etiology and the risk of new-onset AF and cardioembolism using multivariable regression methods. RESULTS Of the 515 ischemic stroke patients (mean age 61 years; 71% men), 44 (8.5%) were diagnosed with new-onset AF, and 75 (14.5%) had cardioembolism. The combination of 2 laboratory parameters (total cholesterol ≤169 mg/dL; triglycerides ≤44.5 mg/dL) and 3 biomarkers (NT-proBNP ≥294 pg/mL; S100β ≥64 pg/mL; cortisol ≥471 nmol/l) identified patients with new-onset AF (negative predictive value [NPV] 90%; positive predictive value [PPV] 73%; area under curve [AUC] 85%). The combination of 2 laboratory parameters (total cholesterol ≤169 mg/dL; triglycerides ≤44.5 mg/dL) and 2 biomarkers (NT-proBNP ≥507 pg/mL; S100β ≥65 pg/mL) identified those with cardioembolism (NPV 86%; PPV 78%; AUC 87%). Adding clinical predictors did not improve the performance of these models. CONCLUSION Blood biomarkers could identify patients with increased likelihood of cardioembolism and direct the search for occult AF.
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Affiliation(s)
- Dorin Harpaz
- School of Material Science and Engineering, Nanyang Technological University, Singapore; Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beersheba, Israel; Institute for Sports Research (ISR), Nanyang Technological University, Singapore
| | - Ram Bajpai
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Geelyn J L Ng
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Division of Neurology, University Medicine Cluster, National University Health System, Singapore
| | - Michael Soljak
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore; Department of Primary Care and Public Health, Imperial College London, United Kingdom
| | - Robert S Marks
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beersheba, Israel; The National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beersheba, Israel; The Ilse Katz Centre for Meso and Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Christine Cheung
- Lee Kong Chian School of Medicine, Nanyang Technological University Singapore, Singapore; Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore
| | - Thiruma Valavan Arumugam
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Amy M L Quek
- Division of Neurology, University Medicine Cluster, National University Health System, Singapore
| | - Alfred I Y Tok
- School of Material Science and Engineering, Nanyang Technological University, Singapore; Institute for Sports Research (ISR), Nanyang Technological University, Singapore
| | - Raymond C S Seet
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Division of Neurology, University Medicine Cluster, National University Health System, Singapore.
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5
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Harpaz D, Seet RCS, Marks RS, Tok AIY. Blood-Based Biomarkers Are Associated with Different Ischemic Stroke Mechanisms and Enable Rapid Classification between Cardioembolic and Atherosclerosis Etiologies. Diagnostics (Basel) 2020; 10:E804. [PMID: 33050269 PMCID: PMC7600601 DOI: 10.3390/diagnostics10100804] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 09/29/2020] [Accepted: 10/07/2020] [Indexed: 12/22/2022] Open
Abstract
Stroke is a top leading cause of death, which occurs due to interference in the blood flow of the brain. Ischemic stroke (blockage) accounts for most cases (87%) and is further subtyped into cardioembolic, atherosclerosis, lacunar, other causes, and cryptogenic strokes. The main value of subtyping ischemic stroke patients is for a better therapeutic decision-making process. The current classification methods are complex and time-consuming (hours to days). Specific blood-based biomarker measurements have promising potential to improve ischemic stroke mechanism classification. Over the past decades, the hypothesis that different blood-based biomarkers are associated with different ischemic stroke mechanisms is increasingly investigated. This review presents the recent studies that investigated blood-based biomarker characteristics differentiation between ischemic stroke mechanisms. Different blood-based biomarkers are specifically discussed (b-type natriuretic peptide, d-dimer, c-reactive protein, tumor necrosis factor-α, interleukin-6, interleukin-1β, neutrophil-lymphocyte ratio, total cholesterol, triglycerides, low-density lipoprotein, high-density lipoprotein and apolipoprotein A), as well as the different cut-off values that may be useful in specific classifications for cardioembolic and atherosclerosis etiologies. Lastly, the structure of a point-of-care biosensor device is presented, as a measuring tool on-site. The information presented in this review will hopefully contribute to the major efforts to improve the care for stroke patients.
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Affiliation(s)
- Dorin Harpaz
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore;
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel;
| | - Raymond C. S. Seet
- Division of Neurology, Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, 1E Kent Ridge Road, Singapore 119228, Singapore;
| | - Robert S. Marks
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel;
| | - Alfred I. Y. Tok
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore;
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6
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Harpaz D, Seet RCS, Marks RS, Tok AIY. B-Type Natriuretic Peptide as a Significant Brain Biomarker for Stroke Triaging Using a Bedside Point-of-Care Monitoring Biosensor. BIOSENSORS 2020; 10:E107. [PMID: 32859068 PMCID: PMC7559708 DOI: 10.3390/bios10090107] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 08/23/2020] [Accepted: 08/24/2020] [Indexed: 05/12/2023]
Abstract
Stroke is a widespread condition that causes 7 million deaths globally. Survivors suffer from a range of disabilities that affect their everyday life. It is a complex condition and there is a need to monitor the different signals that are associated with it. Stroke patients need to be rapidly diagnosed in the emergency department in order to allow the admission of the time-limited treatment of tissue plasminogen activator (tPA). Stroke diagnostics show the use of sophisticated technologies; however, they still contain limitations. The hidden information and technological advancements behind the utilization of biomarkers for stroke triaging are significant. Stroke biomarkers can revolutionize the way stroke patients are diagnosed, monitored, and how they recover. Different biomarkers indicate different cascades and exhibit unique expression patterns which are connected to certain pathologies in the human body. Over the past decades, B-type natriuretic peptide (BNP) and its derivative N-terminal fragment (NT-proBNP) have been increasingly investigated and highlighted as significant cardiovascular biomarkers. This work reviews the recent studies that have reported on the usefulness of BNP and NT-proBNP for stroke triaging. Their classification association is also presented, with increased mortality in stroke, correlation with cardioembolic stroke, and an indication of a second stroke recurrence. Moreover, recent scientific efforts conducted for the technological advancement of a bedside point-of-care (POC) device for BNP and NT-proBNP measurements are discussed. The conclusions presented in this review may hopefully assist in the major efforts that are currently being conducted in order to improve the care of stroke patients.
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Affiliation(s)
- Dorin Harpaz
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore;
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel;
| | - Raymond C. S. Seet
- Division of Neurology, Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, 1E Kent Ridge Road, Singapore 119228, Singapore;
| | - Robert S. Marks
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel;
| | - Alfred I. Y. Tok
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore;
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7
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Harpaz D, Koh B, Seet RC, Abdulhalim I, Tok AI. Functionalized silicon dioxide self-referenced plasmonic chip as point-of-care biosensor for stroke biomarkers NT-proBNP and S100β. Talanta 2020; 212:120792. [DOI: 10.1016/j.talanta.2020.120792] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 01/13/2020] [Accepted: 01/28/2020] [Indexed: 01/08/2023]
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Wasser K, Weber-Krüger M, Gröschel S, Uphaus T, Liman J, Hamann GF, Kermer P, Seegers J, Binder L, Gelbrich G, Gröschel K, Wachter R. Brain Natriuretic Peptide and Discovery of Atrial Fibrillation After Stroke. Stroke 2020; 51:395-401. [DOI: 10.1161/strokeaha.119.026496] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Background and Purpose—
Diagnosing paroxysmal atrial fibrillation (pAF) can be challenging after acute ischemic stroke. Enhanced and prolonged Holter-ECG monitoring (EPM) improves the detection rate but is not feasible for all patients. We hypothesized that brain natriuretic peptide (BNP) may help to identify patients with stroke at high risk for pAF to select patients for EPM more effectively.
Methods—
Patients with acute cerebral ischemia ≥60 years presenting in sinus rhythm and without history of AF were included into a prospective, randomized multicenter study to receive either EPM (3× 10-day Holter-ECG) or usual stroke care diagnostic work-up. BNP plasma levels were measured on randomization and 3 months thereafter. Levels were compared between patients with and without pAF detected by means of EPM or usual care. Furthermore, the number needed to screen for EPM depending on BNP cut offs was calculated.
Results—
A total of 398 patients were analyzed. In 373 patients (93.7%), BNP was measured at baseline and in 275 patients (69.1%) after 3 months. pAF was found in 27 patients by means of EPM and in 9 patients by means of usual care (
P
=0.002). Median BNP was higher in patients with pAF as compared to patients without AF in both study arms at baseline (57.8 versus 28.3 pg/mL in the EPM arm,
P
=0.0003; 46.2 versus 27.7 pg/mL,
P
=0.28 in the control arm) and after 3 months (74.9 versus 31.3 pg/mL,
P
=0.012 in the EPM arm, 99.3 versus 26.3 pg/mL,
P
=0.02 in the control arm). Applying a cut off of 100 pg/mL, the number needed to screen was reduced from 18 by usual care to 3 by EPM.
Conclusions—
BNP measured early after ischemic stroke identifies a subgroup of patients with stroke at increased risk for AF, in whom EPM is particularly efficacious.
Registration—
URL:
https://www.clinicaltrials.gov
. Unique identifier: NCT01855035.
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Affiliation(s)
- Katrin Wasser
- From the Clinic for Neurology (K.W., J.L., P.K.), University of Göttingen, Germany
| | - Mark Weber-Krüger
- Clinic for Cardiology and Pneumology (M.W.-K., R.W.), University of Göttingen, Germany
| | - Sonja Gröschel
- Clinic and Policlinic for Neurology, University of Mainz, Germany (S.G., T.U., K.G.)
| | - Timo Uphaus
- Clinic and Policlinic for Neurology, University of Mainz, Germany (S.G., T.U., K.G.)
| | - Jan Liman
- From the Clinic for Neurology (K.W., J.L., P.K.), University of Göttingen, Germany
| | - Gerhard F. Hamann
- Clinic for Neurology and Neurorehabilitation, Bezirkskrankenhaus Günzburg, Germany (G.F.H.)
| | - Pawel Kermer
- From the Clinic for Neurology (K.W., J.L., P.K.), University of Göttingen, Germany
- Clinic for Neurology, Nordwest-Krankenhaus Sanderbusch, Sande, Germany (P.K.)
| | - Joachim Seegers
- Division of Cardiology, Department of Internal Medicine II, University Hospital Regensburg, Germany (J.S.)
| | - Lutz Binder
- Institute for Clinical Chemistry (L.B.), University of Göttingen, Germany
- DZHK (German Center for Cardiovascular Research), Göttingen, Germany (L.B., R.W.)
| | - Götz Gelbrich
- Institute for Clinical Epidemiology and Biometry, University of Würzburg, Germany (G.G.)
- Clinical Trial Center Würzburg, University Hospital Würzburg, Germany (G.G.)
| | - Klaus Gröschel
- Clinic and Policlinic for Neurology, University of Mainz, Germany (S.G., T.U., K.G.)
| | - Rolf Wachter
- Clinic for Cardiology and Pneumology (M.W.-K., R.W.), University of Göttingen, Germany
- Clinic and Policlinic for Cardiology, University Hospital Leipzig, Germany (R.W.)
- DZHK (German Center for Cardiovascular Research), Göttingen, Germany (L.B., R.W.)
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Harpaz D, Koh B, Marks RS, Seet RCS, Abdulhalim I, Tok AIY. Point-of-Care Surface Plasmon Resonance Biosensor for Stroke Biomarkers NT-proBNP and S100β Using a Functionalized Gold Chip with Specific Antibody. SENSORS 2019; 19:s19112533. [PMID: 31163612 PMCID: PMC6603756 DOI: 10.3390/s19112533] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 05/31/2019] [Accepted: 05/31/2019] [Indexed: 12/22/2022]
Abstract
Surface-plasmon-resonance (SPR) is a quantum-electromagnetic phenomenon arising from the interaction of light with free electrons at a metal-dielectric interface. At a specific angle/wavelength of light, the photon's energy is transferred to excite the oscillation of the free electrons on the surface. A change in the refractive-index (RI) may occur, which is influenced by the analyte concentration in the medium in close contact with the metal surface. SPR has been widely used for the detection of gaseous, liquid, or solid samples. In this study, a functionalized specific SPR chip was designed and used in a novel point-of-care SPR module (PhotonicSys SPR H5) for the detection of the stroke biomarkers NT-proBNP and S100β. These biomarkers have proven to be good for stroke diagnosis, with sensitivity and specificity of >85%. Specific detection was done by binding a biomolecular-recognizing antibody onto the Au SPR-chip. Detection was tested in water and plasma samples. NT-proBNP and S100β were detected in a range of concentrations for stroke, from 0.1 ng/mL to 10 ng/mL. The RI of the blank plasma samples was 1.362412, and the lowest concentration tested for both biomarkers showed a prominent shift in the RI signal (0.25 ng/mL NT-proBNP (1.364215) and S100β (1.364024)). The sensor demonstrated a clinically relevant limit-of-detection of less than ng/mL.
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Affiliation(s)
- Dorin Harpaz
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore.
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
- Institute for Sports Research (ISR), Nanyang Technology University and Loughborough University, Nanyang Avenue, Singapore 639798, Singapore.
| | - Brescia Koh
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore.
| | - Robert S Marks
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
- The National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
- The Ilse Katz Centre for Meso and Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
| | - Raymond C S Seet
- Division of Neurology, Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore 117597, Singapore.
| | - Ibrahim Abdulhalim
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore.
- The Ilse Katz Centre for Meso and Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
- Department of Electro optics and Photonics Engineering, Ben Gurion University of the Negev, Beer-Sheva 84105, Israel.
| | - Alfred I Y Tok
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore.
- Institute for Sports Research (ISR), Nanyang Technology University and Loughborough University, Nanyang Avenue, Singapore 639798, Singapore.
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10
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Can Admission BNP Level Predict Outcome After Intravenous Thrombolysis in Acute Ischemic Stroke? Neurologist 2019; 24:6-9. [PMID: 30586026 DOI: 10.1097/nrl.0000000000000214] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Our study aimed to determine the prognostic value of elevated Brain Natriuretic Peptide (BNP) among patients who received intravenous thrombolysis (IVT) in acute ischemic stroke (AIS). BACKGROUND The elevation in BNP level is correlated with infarct size, poststroke mortality, and CHADS2 score. Currently, there is a lack of validated biomarker to predict the outcome in patients with acute ischemic stroke, and there is a complex interaction amongst multiple variables. DESIGN/METHODS A retrospective review of medical records of patients admitted to our institution with acute ischemic stroke was performed. The patients who received intravenous thrombolysis were selected for analysis and divided into 2 groups based on the level of BNP. We compared the baseline demographics, past medical history, stroke etiology, discharge disposition, and 3-month mRS between both groups. Multivariate logistic regression analysis was performed to identify the predictors of poor outcome following intravenous thrombolysis in acute ischemic stroke. RESULTS A total of 90 patients were recruited in the study; 53 patients were found to have an elevated BNP (high BNP was defined as >100 pg/mL) level, whereas 37 had low BNP levels. Our study showed that patients with elevated BNP were more likely to have an elevation in admission and discharge NIHSS, serum creatinine, left atrial size, and blood glucose (P<0.05). Atrial fibrillation and cardioembolic strokes were seen most often in the population with elevated BNP (P<0.05). The patients with elevated BNP were less likely to be discharged home, and 3-month mRS was found to be higher, but these were not significant. On multivariate analysis, elevated BNP was not found to be an independent factor for poor outcome. CONCLUSIONS Elevated BNP level was not found to be an independent marker of poor outcome in AIS patients following IVT.
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11
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Bai J, Sun H, Xie L, Zhu Y, Feng Y. Detection of cardioembolic stroke with B-type natriuretic peptide or N-terminal pro-BNP: a comparative diagnostic meta-analysis. Int J Neurosci 2018; 128:1100-1108. [PMID: 29874952 DOI: 10.1080/00207454.2017.1408612] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Affiliation(s)
- Junxia Bai
- Outpatient Department, the Ninth People's Hospital of Chongqing, Chongqing, China
| | - Houchao Sun
- Department of Neurology, the Third People's Hospital of Chongqing, Chongqing, China
| | - Liang Xie
- Department of Neurology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yongjun Zhu
- Department of Orthopedics, the Ninth People's Hospital of Chongqing, Chongqing, China
| | - Yuxing Feng
- Department of Neurology, the Ninth People's Hospital of Chongqing, Chongqing, China
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12
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Correlation between plasma brain natriuretic peptide levels and left atrial appendage flow velocity in patients with non-valvular atrial fibrillation and normal left ventricular systolic function. J Echocardiogr 2017; 16:72-80. [PMID: 29256043 DOI: 10.1007/s12574-017-0362-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 11/27/2017] [Accepted: 11/30/2017] [Indexed: 01/20/2023]
Abstract
BACKGROUND The left atrial appendage (LAA) flow velocity is an important factor for thrombus formation in patients with non-valvular atrial fibrillation (NV-AF). Recently, the relation of plasma brain natriuretic peptide (BNP) levels and thromboembolism has been reported in patients with NV-AF. The aim of this study was to determine whether the plasma BNP is predictive of lower LAA flow velocity in patients with NV-AF and normal left ventricular (LV) systolic function. METHODS AND RESULTS A total of 184 patients with NV-AF (132 men; 65 ± 12 years, LV ejection fraction; 65 ± 10%) underwent transthoracic echocardiography, transesophageal echocardiography (TEE), and measurement of plasma BNP. The LAA flow velocity was obtained by pulsed Doppler TEE. Multivariate logistic regression analysis demonstrated that plasma BNP levels, left atrial volume index (LAVI), LV mass index (LVMI), and the CHADS2 score were independent predictors of lower LAA flow velocity (< 20 cm/s). Plasma BNP levels (r = - 0.58, p < 0.001) were correlated with LAA flow velocity. The area under the curve (AUC) for BNP (AUC 0.803) was larger than that for the CHADS2 score (AUC 0.712), LAVI (AUC 0.664) and LVMI (AUC 0.608) with an optimal BNP cut-off value of 164 pg/ml (sensitivity 75.7%, specificity 71.1%). CONCLUSIONS This study showed that a higher plasma BNP was associated with a lower LAA flow velocity in patients with NV-AF and normal LV systolic function. The plasma BNP may complement the role of the CHADS2 score in predicting lower LAA flow velocity.
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13
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Harpaz D, Eltzov E, Seet RCS, Marks RS, Tok AIY. Point-of-Care-Testing in Acute Stroke Management: An Unmet Need Ripe for Technological Harvest. BIOSENSORS 2017; 7:E30. [PMID: 28771209 PMCID: PMC5618036 DOI: 10.3390/bios7030030] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 07/25/2017] [Accepted: 07/26/2017] [Indexed: 12/20/2022]
Abstract
Stroke, the second highest leading cause of death, is caused by an abrupt interruption of blood to the brain. Supply of blood needs to be promptly restored to salvage brain tissues from irreversible neuronal death. Existing assessment of stroke patients is based largely on detailed clinical evaluation that is complemented by neuroimaging methods. However, emerging data point to the potential use of blood-derived biomarkers in aiding clinical decision-making especially in the diagnosis of ischemic stroke, triaging patients for acute reperfusion therapies, and in informing stroke mechanisms and prognosis. The demand for newer techniques to deliver individualized information on-site for incorporation into a time-sensitive work-flow has become greater. In this review, we examine the roles of a portable and easy to use point-of-care-test (POCT) in shortening the time-to-treatment, classifying stroke subtypes and improving patient's outcome. We first examine the conventional stroke management workflow, then highlight situations where a bedside biomarker assessment might aid clinical decision-making. A novel stroke POCT approach is presented, which combines the use of quantitative and multiplex POCT platforms for the detection of specific stroke biomarkers, as well as data-mining tools to drive analytical processes. Further work is needed in the development of POCTs to fulfill an unmet need in acute stroke management.
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Affiliation(s)
- Dorin Harpaz
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore.
- Institute for Sports Research (ISR), Nanyang Technology University and Loughborough University, Nanyang Avenue, Singapore 639798, Singapore.
| | - Evgeni Eltzov
- Agriculture Research Organization (ARO), Volcani Centre, Rishon LeTsiyon 15159, Israel.
| | - Raymond C S Seet
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, 1E Kent Ridge Road, Singapore 119228, Singapore.
| | - Robert S Marks
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore.
- The National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
- The Ilse Katz Centre for Meso and Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
| | - Alfred I Y Tok
- School of Material Science & Engineering, Nanyang Technology University, 50 Nanyang Avenue, Singapore 639798, Singapore.
- Institute for Sports Research (ISR), Nanyang Technology University and Loughborough University, Nanyang Avenue, Singapore 639798, Singapore.
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14
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Sinawang PD, Harpaz D, Fajs L, Seet RCS, Tok AIY, Marks RS. Electrochemical impedimetric detection of stroke biomarker NT-proBNP using disposable screen-printed gold electrodes. EUROBIOTECH JOURNAL 2017. [DOI: 10.24190/issn2564-615x/2017/02.09] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Abstract
Stroke is the second top leading cause of death globally. It is caused by an abrupt interruption of blood flow to the brain. In that course, brain natriuretic peptide (BNP) and its derivative N-terminal pro b-type natriuretic peptide (NT-proBNP), neurohormones produced mainly by the heart ventricles in response to excessive stretching of cardiomyocytes (heart muscle cells), are proven to be good biomarkers for heart failure diagnosis. Moreover, there is growing clinical interest of the use of NT-proBNP for stroke diagnosis and prognosis because it is significantly associated with cardioembolic stroke and secondary stroke reoccurrence, with sensitivity >90% and specificity >80%. However, in diagnostic settings, there is still a need to address the encountered analytical problems, particularly assay specificity and set up. In this study, a novel approach for NT-proBNP detection is demonstrated using an electrochemical immunoassay method. A label-free impedimetry immunosensor for stroke biomarker was developed using modified disposable screen-printed gold electrodes (SPGE) hosting specific anti-NT-proBNP capture antibody. The performance of our immunosensor was studied in the presence of NT-proBNP in both buffered and mock (porcine) plasma samples. A linear relation between the relative total resistance (ΔRtot) responses and the NT-proBNP concentrations in buffer was observed in a range from 0.1 to 5 ng mL-1 with a correlation coefficient (R2) of 0.94656. Overall, the biosensor has demonstrated the capability to quantitate NT-proBNP and differentiate such concentrations in a low concentration range, especially among 0, 0.1, 0.5, 1, and 3 ng mL-1 in plasma samples within 25 min. This range is valuable not only for classifying cardioembolic stroke (higher or equal to 0.5 ng mL-1), but also predicting the risk of secondary stroke reoccurrence (higher than 0.255 ng mL-1). Our biosensor has the potential to be used as an easy-to-use point-of-care test that is both accurate and affordable.
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Affiliation(s)
- Prima Dewi Sinawang
- School of Materials Science and Engineering, Nanyang Technological University, Singapore
- Biosensorix Pte. Ltd., 1 Raffles Place, Singapore 048616, Singapore
| | - Dorin Harpaz
- School of Materials Science and Engineering, Nanyang Technological University, Singapore
- The Avram and Stella Goldstein-Goren Department of Biotechnology Engineering, Ben-Gurion University of the Negev , Israel
- Institute for Sports Research, Nanyang Technological University, Singapore
| | - Luka Fajs
- School of Materials Science and Engineering, Nanyang Technological University, Singapore
- Biosensorix Pte. Ltd., 1 Raffles Place, Singapore 048616, Singapore
| | - Raymond Chee Seong Seet
- Division of Neurology, Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore , Singapore
| | - Alfred Iing Yoong Tok
- School of Materials Science and Engineering, Nanyang Technological University, Singapore
- Institute for Sports Research, Nanyang Technological University, Singapore
| | - Robert S. Marks
- School of Materials Science and Engineering, Nanyang Technological University, Singapore
- The Avram and Stella Goldstein-Goren Department of Biotechnology Engineering, Ben-Gurion University of the Negev , Israel
- The National Institute for Biotechnology, The Ilse Katz Center for Meso and Nanoscale Science and Technology, Ben-Gurion University of the Negev , Israel
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15
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Yuan SM. Prognostic prediction of troponins in cardiac myxoma: case study with literature review. Braz J Cardiovasc Surg 2016; 30:276-82. [PMID: 26107461 PMCID: PMC4462975 DOI: 10.5935/1678-9741.20140087] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2014] [Accepted: 06/29/2014] [Indexed: 11/20/2022] Open
Abstract
Objective It was supposed that troponins in cardiac myxoma patients might be in a same
fashion as in the conditions without myocardial injury. In order to verify
this hypothesis, troponins in cardiac myxoma patients were discussed by
presenting a comprehensive retrieval of the literature with incorporating
the information of a recent patient. Methods Postoperative detections of troponin I, creatine kinase isoenzyme MB (CK-MB)
and N-terminal pro-B-type natriuretic peptide revealed elevated troponin I
and CK-MB and normal N-terminal pro-B-type natriuretic peptide.
Postoperative troponin I and CK-MB shared a same trend, reaching a peak
value at postoperative hour 2, gradually decreased on postoperative day 1,
and reached a plateau on postoperative days 7 and 13. A significant
correlation could be noted between the postoperative values of the two
indicators (Y=0.0714X + 0.6425, r2=0.9111, r=0.9545,
P=0.0116). No significant linear correlation between
troponin I and N-terminal pro-B-type natriuretic peptide were found.
Literature review of troponins in cardiac myxoma patients revealed the
uncomplicated patients had a normal or only slightly elevated troponin
before open heart surgery. However, the complicated patients (with cerebral
or cardiac events) showed a normal preoperative troponin in 3 (23.1%) and an
elevated troponin in 10 (76.9%) patients
(χ2=7.54, P=0.0169,
Fisher's exact test). The overall quantitative result of troponin I was
2.45±2.53 µg/L, and that of troponin T was 3.10±4.29
mg/L, respectively. Conclusion Troponins are not necessarily elevated in patients with a cardiac myxoma
without coronary syndrome. By contrast, patients with a cardiac myxoma with
an elevated troponin may herald the presence of an associated coronary
event. An old cerebral infarct does not necessarily cause an elevation of
troponin or B-type natriuretic peptide, or new neurological events, but
might lead to a delayed awakening.
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Affiliation(s)
- Shi-Min Yuan
- The First Hospital of Putian, Teaching Hospital, Fujian Medical University, Putian, China
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16
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Diagnosing Paroxysmal Atrial Fibrillation: Are Biomarkers the Solution to This Elusive Arrhythmia? BIOMED RESEARCH INTERNATIONAL 2015; 2015:910267. [PMID: 26229966 PMCID: PMC4502272 DOI: 10.1155/2015/910267] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2014] [Revised: 02/09/2015] [Accepted: 02/12/2015] [Indexed: 01/02/2023]
Abstract
Atrial fibrillation (AF) is the commonest sustained arrhythmia globally and results in significantly increased morbidity and mortality including a fivefold risk of stroke. Paroxysmal atrial fibrillation (PAF) constitutes approximately half of all AF cases and is thought to represent an early stage of the disease. This intermittent form of atrial arrhythmia can be a challenge to identify and as a result many affected individuals are not prescribed appropriate antithrombotic therapy and hence are at risk of stroke and thromboembolism. Despite these adverse outcomes there have been relatively few diagnostic advances in the field since the introduction of the Holter monitor in 1949. This review aims to establish the available evidence for electrophysiological, molecular, and morphological biomarkers to improve the detection of PAF with reference to the underlying mechanisms for the condition.
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17
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Sugie M, Kamiya Y, Iizuka N, Murakami H, Kawamura M, Ichikawa H. Revisiting Clinical Utility of Chest Radiography and Electrocardiogram to Determine Ischemic Stroke Subtypes: Special Reference on Vascular Pedicle Width and Maximal P-Wave Duration. Eur Neurol 2015; 73:342-50. [PMID: 26021430 DOI: 10.1159/000382127] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 04/05/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUNDS It is often difficult to diagnose stroke subtypes at admission, particularly in sinus rhythm cases. Vascular pedicle width (VPW) on chest X-ray (CXR) and maximal P-wave duration (P-max) on electrocardiogram (ECG) are again realized as useful parameters reflecting intravascular volume and atrial conduction status, respectively. We investigated the utility of VPW and P-max as a tool for differentiating ischemic stroke subtypes. METHODS We studied 343 acute stroke patients showing sinus rhythm on admission. Dividing the patients into cardioembolic (CE) stroke (n = 57) and non-CE (n = 286) groups, we compared clinical backgrounds including VPW on CXR, and P-max in lead II and premature atrial contraction (PAC) on 12-leads ECG. Then, we investigated the independent factors for CE. RESULTS Independent factors associated with CE were VPW (≥59.3 mm) (p < 0.001; odds ratio (OR), 10.12; 95% confidence interval (CI), 4.13-24.8), P-max in lead II (≥120 ms) (p < 0.001; OR, 8.61; 95% CI, 3.96-18.7), PAC (p = 0.002; OR, 7.35; 95% CI, 2.14-25.3) and D-dimer level (≥1.11 µg/ml) (p = 0.016; OR, 2.57; 95% CI, 1.20-5.51). CONCLUSIONS VPW, P-max, PAC and D-dimer are useful parameters for diagnosing CE stroke in patients with sinus rhythm at admission.
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Affiliation(s)
- Masayuki Sugie
- Department of Neurology, Showa University Fujigaoka Hospital, Yokohama, Japan
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18
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Llombart V, Antolin-Fontes A, Bustamante A, Giralt D, Rost NS, Furie K, Shibazaki K, Biteker M, Castillo J, Rodríguez-Yáñez M, Fonseca AC, Watanabe T, Purroy F, Zhixin W, Etgen T, Hosomi N, Jafarian Kerman SR, Sharma JC, Knauer C, Santamarina E, Giannakoulas G, García-Berrocoso T, Montaner J. B-Type Natriuretic Peptides Help in Cardioembolic Stroke Diagnosis. Stroke 2015; 46:1187-95. [DOI: 10.1161/strokeaha.114.008311] [Citation(s) in RCA: 116] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Accepted: 02/20/2015] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
Determining the underlying cause of stroke is important to optimize secondary prevention treatment. Increased blood levels of natriuretic peptides (B-type natriuretic peptide/N-terminal pro-BNP [BNP/NT-proBNP]) have been repeatedly associated with cardioembolic stroke. Here, we evaluate their clinical value as pathogenic biomarkers for stroke through a literature systematic review and individual participants’ data meta-analysis.
Methods—
We searched publications in PubMed database until November 2013 that compared BNP and NT-proBNP circulating levels among stroke causes. Standardized individual participants’ data were collected to estimate predictive values of BNP/NT-proBNP for cardioembolic stroke. Dichotomized BNP/NT-proBNP levels were included in logistic regression models together with clinical variables to assess the sensitivity and specificity to identify cardioembolic strokes and the additional value of biomarkers using area under the curve and integrated discrimination improvement index.
Results—
From 23 selected articles, we collected information of 2834 patients with a defined cause. BNP/NT-proBNP levels were significantly elevated in cardioembolic stroke until 72 hours from symptoms onset. Predictive models showed a sensitivity >90% and specificity >80% when BNP/NT-proBNP were added considering the lowest and the highest quartile, respectively. Both peptides also increased significantly the area under the curve and integrated discrimination improvement index compared with clinical models. Sensitivity, specificity, and precision of the models were validated in 197 patients with initially undetermined stroke with final pathogenic diagnosis after ancillary follow-up.
Conclusions—
Natriuretic peptides are strongly increased in cardioembolic strokes. Future multicentre prospective studies comparing BNP and NT-proBNP might aid in finding the optimal biomarker, the best time point, and the optimal cutoff points for cardioembolic stroke identification.
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Affiliation(s)
- Víctor Llombart
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Albert Antolin-Fontes
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Alejandro Bustamante
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Dolors Giralt
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Natalia S. Rost
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Karen Furie
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Kensaku Shibazaki
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Murat Biteker
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - José Castillo
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Manuel Rodríguez-Yáñez
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Ana Catarina Fonseca
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Tetsu Watanabe
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Francisco Purroy
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Wu Zhixin
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Thorleif Etgen
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Naohisa Hosomi
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Scott Reza Jafarian Kerman
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Jagdish C. Sharma
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Carolin Knauer
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Estevo Santamarina
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - George Giannakoulas
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Teresa García-Berrocoso
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
| | - Joan Montaner
- From the Neurovascular Research Laboratory, Institut de Recerca Vall d’Hebron, Neurovascular Unit, Department of Neurology, Universitat Autònoma de Barcelona, Barcelona, Spain (V.L., A.A.-F., A.B., D.G., T.G.-B., J.M.); Acute Stroke Services, Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, Boston (N.S.R.); Department of Neurology, Rhode Island Hospital, Alpert Medical School of Brown University, Providence (K.F.); Department of Stroke Medicine, Kawasaki Medical School,
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Chaudhuri JR, Sharma VK, Mridula KR, Balaraju B, Bandaru VCSS. Association of Plasma Brain Natriuretic Peptide Levels in Acute Ischemic Stroke Subtypes and Outcome. J Stroke Cerebrovasc Dis 2015; 24:485-91. [DOI: 10.1016/j.jstrokecerebrovasdis.2014.09.025] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 09/18/2014] [Indexed: 11/28/2022] Open
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Nishimura K, Yokota C. [Neurological common diseases in the super-elder society. Topics: II. Stroke: 3. Management of acute stroke in elder patients]. NIHON NAIKA GAKKAI ZASSHI. THE JOURNAL OF THE JAPANESE SOCIETY OF INTERNAL MEDICINE 2014; 103:1791-1797. [PMID: 25654872 DOI: 10.2169/naika.103.1791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
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Yang HL, Lin YP, Long Y, Ma QL, Zhou C. Predicting Cardioembolic Stroke with the B-Type Natriuretic Peptide Test: A Systematic Review and Meta-analysis. J Stroke Cerebrovasc Dis 2014; 23:1882-9. [DOI: 10.1016/j.jstrokecerebrovasdis.2014.02.014] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2014] [Accepted: 02/21/2014] [Indexed: 10/25/2022] Open
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Qihong G, Zhixin W, Mingfeng H, Lianhong Y, Wenchong X. Experiences and the use of BNP POCT platform on suspected stroke patients by a Chinese emergency department. Ann Indian Acad Neurol 2014; 17:243-4. [PMID: 25024591 PMCID: PMC4090866 DOI: 10.4103/0972-2327.132670] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Guo Qihong
- Department of Internal Medicine, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Wu Zhixin
- Department of Emergency, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - He Mingfeng
- Department of Emergency, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Yang Lianhong
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-sen University, Guangdong Province, China
| | - Xu Wenchong
- Department of Emergency, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
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Okazaki T, Yamamoto Y, Yoda K, Nagahiro S. The ratio of D-dimer to brain natriuretic peptide may help to differentiate between cerebral infarction with and without acute aortic dissection. J Neurol Sci 2014; 340:133-8. [PMID: 24655734 DOI: 10.1016/j.jns.2014.03.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Revised: 03/04/2014] [Accepted: 03/05/2014] [Indexed: 11/28/2022]
Abstract
BACKGROUND Previous studies reported that the plasma d-dimer level reflects the activity of thrombus formation in the left atrium of patients with acute cerebral infarction and acute aortic dissection (AAD). Brain natriuretic peptide (BNP) is considered to be a marker of chronic heart failure. The differential diagnosis in the emergency room between stroke due to cardioembolism and AAD is difficult but important for early treatment especially in patients requiring intravenous thrombolysis with a recombinant tissue-type plasminogen activator. We aimed to investigate the association between the plasma d-dimer and BNP levels in patients with cerebral infarction and AAD. METHODS We identified 115 consecutive patients with ischemic stroke who were admitted within 72 h of symptom onset and 15 consecutive patients with AAD and measured the level of plasma d-dimer and BNP and the d-dimer:BNP ratio. RESULTS In patients with AAD the d-dimer level was significantly higher than that in patients with any other stroke subtypes and their BNP level was significantly lower than that in patients with cardioembolic stroke. The d-dimer:BNP ratio was significantly higher in patients with AAD than in those with any other stroke subtype. Compared to patients with a cardioembolic stroke subtype they manifested significantly higher d-dimer levels and d-dimer:BNP ratios suggesting that this ratio may help to diagnose cerebral infarction due to AAD (sensitivity 80%, specificity 93.5%, cut-off 0.074). When the population was limited to patients within 6h of onset, the ratio had higher sensitivity and specificity at the same cut-off value (sensitivity 81.8%, specificity 96.4%). CONCLUSION We found that the d-dimer:BNP ratio may be helpful in distinguishing between cerebral infarction with and without AAD.
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Affiliation(s)
- Toshiyuki Okazaki
- Department of Neurosurgery, Tokushima Prefectural Miyoshi Hospital, Japan.
| | - Yoko Yamamoto
- Department of Neurosurgery, Tokushima Prefectural Miyoshi Hospital, Japan
| | - Keishi Yoda
- Department of Neurosurgery, Tokushima Prefectural Miyoshi Hospital, Japan
| | - Shinji Nagahiro
- Department of Neurosurgery, The University of Tokushima Graduate School, Japan
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Li J, Peng L, Du H, Wang Y, Lu B, Xu Y, Ye X, Shao J. The Protective Effect of Beraprost Sodium on Diabetic Cardiomyopathy through the Inhibition of the p38 MAPK Signaling Pathway in High-Fat-Induced SD Rats. Int J Endocrinol 2014; 2014:901437. [PMID: 25435878 PMCID: PMC4243139 DOI: 10.1155/2014/901437] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 10/12/2014] [Accepted: 10/13/2014] [Indexed: 11/23/2022] Open
Abstract
Objective. To investigate the effect of beraprost sodium (BPS) on diabetic cardiomyopathy and the underlying mechanism. Methods. A total of 40 Sprague Dawley rats were randomly divided into the normal control group (N = 10) and the model group (N = 30). The model group was fed a high-fat diet followed by a one-time dose of streptozotocin (STZ) to establish the diabetes mellitus model. After that, rats were randomly divided into two groups with or without BPS intervention. After 8 weeks, we explored the role of the p38 MAPK signaling pathway in inflammation, oxidative stress, cardiac morphology, and myocardial apoptosis. Results. Compared with control, the ratio of heart-weight to body-weight and the serum levels of SOD and GSH in the BPS group significantly increased, the expression of p38 MAPK, the serum levels of MDA, TGF-β1, TNF-α, HIF-1α, MMP-9, caspase-3, BNP, ANP, and heart Bax expression significantly decreased, and heart Bcl-2 expression significantly increased. H&E staining in diabetic rats showed the cardiac muscle fibers derangement, the widening gap, the pyknotic and fragmented nuclei, and more apoptosis. Conclusions. BPS effectively showed protective effects on diabetic myocardial cells, possibly through the inhibition of p38 MAPK signaling pathway.
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Affiliation(s)
- Jie Li
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
| | - Li Peng
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
| | - Hong Du
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
| | - Yangtian Wang
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
| | - Bin Lu
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
| | - Yixin Xu
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
| | - Xiaozhen Ye
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
| | - Jiaqing Shao
- Department of Endocrinology, Jinling Hospital, Medical School of Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu 210002, China
- *Jiaqing Shao:
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