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Ebrahimian M, Hosein Mohamadi M, Mahyad M, Rezaeitalab F. Association of early seizures after ischemic stroke with diffusion-weighted imaging-alberta stroke program early CT score (DWI-ASPECTS) and neutrophil-to-lymphocyte ratio. Epilepsy Behav 2024; 155:109752. [PMID: 38640725 DOI: 10.1016/j.yebeh.2024.109752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 03/10/2024] [Accepted: 03/21/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Post-stroke seizure (PSS) is a common considerable complication of acute ischemic stroke (AIS). Early risk assessment can clinical practitioners to plan effective prevention and management. We aimed to determine whether assessing Diffusion-Weighted Imaging-Alberta Stroke Program Early CT Score (DWI-ASPECTS), and neutrophil indices allows for identifying patients at risk of PSS. METHODS This prospective study included AIS patients with cortical involvement admitted to a single academic center between January 2020 to October 2023. For all included subjects, DWI-Brain MRI, blood neutrophils, and platelet counts were obtained and the DWI-ASPECTS score was calculated. Then, the patients were followed up for 6 months in terms of PSS occurrence. Based on the occurrence of PSS, patients were divided into two groups of PSS and non-PSS. For analysis, imaging and laboratory data were compared between two groups. Logistic regression was applied to determine the relationship between DWI-ASPECTS and neutrophil indices, with early PSS. Finally, the sensitivity and specificity of these variables for PSS were estimated. RESULTS A total of 309 were included in the final statistical analysis. DWI-ASPECT and neutrophil-to-lymphocyte ratio (NLR) were significantly associated with early PSS with OR of 0.74 and OR of 1.13, respectively (P < 0.05). Further analysis showed that, a combination of DWI-ASPECTS, NLR had an area under the curve (AUC) of 0.72 for predicting the occurrence of early PSS. CONCLUSION DWI-ASPECTS and NLR are associated with the occurrence of early PSS after cortical ischemic stroke. A combination of these predictors had higher sensitivity and specificity for PSS rather than each factor alone. These findings may be helpful for determining the risk of PSS if validated in future studies.
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Affiliation(s)
- Maryam Ebrahimian
- Department of Neurology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Mahshid Mahyad
- Department of Neurology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Fariborz Rezaeitalab
- Department of Neurology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran; Neurocsience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
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Vaghi G, Morotti A, Piella EM, Avenali M, Martinelli D, Cristina S, Allena M, Grillo V, Corrado M, Bighiani F, Cammarota F, Antoniazzi A, Ferrari F, Mazzacane F, Cavallini A, Pichiecchio A, Rognone E, Martinis L, Correale L, Castiglia SF, Trabassi D, Serrao M, Tassorelli C, De Icco R. The role of stroke-induced immunosuppression as a predictor of functional outcome in the neurorehabilitation setting. Sci Rep 2024; 14:8320. [PMID: 38594322 PMCID: PMC11003970 DOI: 10.1038/s41598-024-58562-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 04/01/2024] [Indexed: 04/11/2024] Open
Abstract
Stroke affects the interconnection between the nervous and immune systems, leading to a down-regulation of immunity called stroke-induced immunosuppression (SII). The primary aim of this study is to investigate SII role as a predictor of functional, neurological, and motor outcomes in the neurorehabilitation setting (NRB). We conducted a prospective observational study enrolling post-acute stroke patients hospitalized for neurorehabilitation. At NRB admission (T0) and discharge (T1), we assessed presence of SII (defined by a neutrophil-to-lymphocyte ratio ≥ 5) and we evaluated functional independence (Functional Independence Measure-FIM, Barthel Index-BI), motor performances (Tinetti Score, Hauser Ambulation Index) and neurological impairment (NIHSS). We enrolled 96 patients (45.8% females, 70.6 ± 13.9 years, 88.5% ischemic stroke). At T0, 15.6% of patients (15/96) had SII. When compared to immunocompetent patients (IC), the SII group was characterized by worse baseline functional independence, motor performances and neurological disability. The same was confirmed at T1 (FIM p = 0.012, BI p = 0.007, Tinetti p = 0.034, NIHSS p = 0.001). Neurological disability demonstrated a less pronounced improvement in SII (ΔNIHSS: SII: - 2.1 ± 2.3 vs. IC: - 3.1 ± 2.5, p = 0.035). SII group presented a higher percentage of infectious complications during the neurorehabilitation period (SII 80% vs. IC 25.9%; p = 0.001). SII may represent a negative prognostic factor in the neurorehabilitation setting. SII patients were characterized by poorer functional, motor, neurological performances and higher risk of infectious complications. ClinicaTrial registration: NCT05889169.
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Affiliation(s)
- Gloria Vaghi
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Andrea Morotti
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
- Department of Continuity of Care and Frailty, ASST Spedali Civili, Brescia, Italy
| | - Elisa Maria Piella
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Micol Avenali
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Daniele Martinelli
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Silvano Cristina
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Marta Allena
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Valentina Grillo
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Michele Corrado
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Federico Bighiani
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Francescantonio Cammarota
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Alessandro Antoniazzi
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Federica Ferrari
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Department of Emergency Neurology and Stroke Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Federico Mazzacane
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Department of Emergency Neurology and Stroke Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Anna Cavallini
- Department of Emergency Neurology and Stroke Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Anna Pichiecchio
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Neuroradiology Department, Advanced Imaging and AI Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Elisa Rognone
- Neuroradiology Department, Advanced Imaging and AI Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Luca Martinis
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
- Sports Science Unit, Department of Public Health, Experimental Medicine and Forensic Sciences, University of Pavia, Pavia, Italy
| | - Luca Correale
- Sports Science Unit, Department of Public Health, Experimental Medicine and Forensic Sciences, University of Pavia, Pavia, Italy
| | - Stefano Filippo Castiglia
- Department of Medical and Surgical Sciences and Biotechnologies, "Sapienza" University of Rome, Latina, Italy
- Movement Analysis Laboratory, Policlinico Italia, Rome, Italy
| | - Dante Trabassi
- Department of Medical and Surgical Sciences and Biotechnologies, "Sapienza" University of Rome, Latina, Italy
| | - Mariano Serrao
- Department of Medical and Surgical Sciences and Biotechnologies, "Sapienza" University of Rome, Latina, Italy
- Movement Analysis Laboratory, Policlinico Italia, Rome, Italy
| | - Cristina Tassorelli
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Roberto De Icco
- Department of Brain and Behavioral Sciences, University of Pavia, Via Mondino 2, 27100, Pavia, Italy.
- Movement Analysis Research Section, IRCCS Mondino Foundation, Pavia, Italy.
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Akaishi T, Nakaya K, Nakaya N, Kogure M, Hatanaka R, Chiba I, Tokioka S, Nagaie S, Ogishima S, Hozawa A. Low Hemoglobin Level and Elevated Inflammatory Hematological Ratios Associated With Depression and Sleep Disturbance. Cureus 2024; 16:e56621. [PMID: 38646220 PMCID: PMC11031807 DOI: 10.7759/cureus.56621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2024] [Indexed: 04/23/2024] Open
Abstract
BACKGROUND The relationship between blood cell profiles, including hemoglobin (Hb) levels and inflammatory hematological ratios, and mental health problems currently remains unclear. AIM This study aimed to investigate the relationship between blood cell profiles and mental health issues, including depressive state and sleep disturbance, while adjusting for potential demographic confounders. METHODOLOGY This retrospective, cross-sectional, observational study used a population-based medical database from the Tohoku Medical Megabank Project with more than 60,000 volunteers. Data on age, sex, daily tobacco use, body mass index, and self-reported scores on the Kessler Psychological Distress Scale (K6), Athens Insomnia Scale (AIS), and the Center for Epidemiologic Studies Depression Scale (CES-D) were collected. RESULTS A total of 62,796 volunteers (23,663 males and 39,133 females), aged ≥20 years at the time of the blood test, agreed to participate in this study. Among the evaluated blood cell profiles, Hb, hematocrit, neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) were significantly correlated with the K6, AIS, and CES-D scores, with strong statistical significance (p<0.0001 for all) in bivariate correlation analyses. A significant adjusted odds ratio (aOR) of the Hb level for elevated CES-D scores (aOR=0.965 [95% CI: 0.949-0.981], p<0.0001) was confirmed after adjusting for demographic data and daily tobacco use using a logistic regression model. Sensitivity analyses revealed that these associations existed in both males and females but were more prominent in the former. In male participants, a low Hb level was significantly associated with an elevated AIS score. The evaluated inflammatory hematological ratios, including NLR, PLR, and monocyte-to-lymphocyte ratio (MLR), also showed significant aORs with the K6, AIS, and CES-D scores after adjusting for demographic background. CONCLUSION Low Hb levels and elevated inflammatory hematological ratios (NLR, MLR, and PLR) were associated with depressive state and sleep disturbances in the general population.
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Affiliation(s)
- Tetsuya Akaishi
- Department of Education and Support for Regional Medicine, Tohoku University Hospital, Sendai, JPN
- Division of General Medicine, Tohoku University Hospital, Sendai, JPN
| | - Kumi Nakaya
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
- Division of Epidemiology, School of Public Health, Tohoku University Graduate School of Medicine, Sendai, JPN
| | - Naoki Nakaya
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
| | - Mana Kogure
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
- Division of Personalized Prevention and Epidemiology, Tohoku University Graduate School of Medicine, Sendai, JPN
| | - Rieko Hatanaka
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
- Division of Personalized Prevention and Epidemiology, Tohoku University Graduate School of Medicine, Sendai, JPN
| | - Ippei Chiba
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
- Division of Personalized Prevention and Epidemiology, Tohoku University Graduate School of Medicine, Sendai, JPN
| | - Sayuri Tokioka
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
- Division of Personalized Prevention and Epidemiology, Tohoku University Graduate School of Medicine, Sendai, JPN
| | - Satoshi Nagaie
- Department of Informatics for Genomic Medicine, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
| | - Soichi Ogishima
- Department of Informatics for Genomic Medicine, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
| | - Atsushi Hozawa
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, JPN
- Division of Epidemiology, School of Public Health, Tohoku University Graduate School of Medicine, Sendai, JPN
- Division of Personalized Prevention and Epidemiology, Tohoku University Graduate School of Medicine, Sendai, JPN
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Zhan Q, Kong F. Mechanisms associated with post-stroke depression and pharmacologic therapy. Front Neurol 2023; 14:1274709. [PMID: 38020612 PMCID: PMC10651767 DOI: 10.3389/fneur.2023.1274709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 10/13/2023] [Indexed: 12/01/2023] Open
Abstract
Stroke is one of the most common cerebrovascular diseases, which is the cause of long-term mental illness and physical disability, Post-stroke depression (PSD) is the most common neuropsychiatric complication after stroke, and its mechanisms are characterized by complexity, plurality, and diversity, which seriously affects the quality of survival and prognosis of patients. Studies have focused on and recognized neurotransmitter-based mechanisms and selective serotonin-reuptake inhibitors (SSRIs) can be used to treat PSD. Neuroinflammation, neuroendocrinology, neurotrophic factors, and the site of the stroke lesion may affect neurotransmitters. Thus the mechanisms of PSD have been increasingly studied. Pharmacological treatment mainly includes SSRIs, noradrenergic and specific serotonergic antidepressant (NaSSA), anti-inflammatory drugs, vitamin D, ect, which have been confirmed to have better efficacy by clinical studies. Currently, there is an increasing number of studies related to the mechanisms of PSD. However, the mechanisms and pharmacologic treatment of PSD is still unclear. In the future, in-depth research on the mechanisms and treatment of PSD is needed to provide a reference for the prevention and treatment of clinical PSD.
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Affiliation(s)
- Qingyang Zhan
- Institute of Chinese Medicine, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Fanyi Kong
- Neurosurgery, Affiliated First Hospital, Harbin Medical University, Harbin, China
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The Diagnostic Value of Neutrophil to Lymphocyte Ratio as an Effective Biomarker for Eye Disorders: A Meta-Analysis. BIOMED RESEARCH INTERNATIONAL 2022; 2022:5744008. [PMID: 36281463 PMCID: PMC9587911 DOI: 10.1155/2022/5744008] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/09/2022] [Accepted: 09/20/2022] [Indexed: 11/28/2022]
Abstract
The neutrophil to lymphocyte ratio (NLR) reflects a dynamic relationship between the innate (neutrophils) and adaptive (lymphocytes) cellular immune response. This systematic review and meta-analysis was conducted to critically evaluate the literature regarding the use of the NLR as a reliable means to detect several ocular disorders. Our study was registered with the PROSPERO (ID: CRD42022314850). Three databases, including PubMed, Embase, Scopus, and the Web of Science, were searched on September 9, 2022, with no restrictions on the article's language. Finally, 32 articles were recognized as eligible for our meta-analysis. We found that patients with eye diseases had significantly elevated levels of NLR in comparison to healthy controls (SMD =0.53, 95% CI =0.35-0.71, P < 0.001). In subgroup analysis, patients with keratoconus (SMD =0.69; 95% CI =0.33-1.05, P < 0.001), glaucoma (SMD =0.56, 95% CI =0.25-0.87, P < 0.001), pterygium (SMD =0.14; 95% CI =0.01-0.26, P < 0.001), and idiopathic epiretinal membrane (SMD =0.14; 95% CI =0.01-0.26, P < 0.001) had higher levels of NLR compared to healthy controls. However, NLR levels of patients with dry eye disease were similar to healthy controls (SMD =0.32, 95% CI = -0.49-1.13, P = 0.435). It can be said that NLR is a valuable marker of systemic inflammation, which is significantly increased in many eye disorders, suggesting that inflammation plays a key role in the pathophysiology of these diseases.
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