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Zhang T, Lv H, Zhao X, Zeng N, Hui Y, Chen S, Wu N, Xu M, Wu Y, Xing A, Shi H, Zhang S, Liang X, Wang Y, Wu S, Cui L, Wang Z, Liu Y. Serum uric acid is associated with midbrain enlarged perivascular spaces: Results from Multi-modality Medical imaging sTudy bAsed on KaiLuan Study (META-KLS). Prog Neuropsychopharmacol Biol Psychiatry 2024; 133:111000. [PMID: 38580007 DOI: 10.1016/j.pnpbp.2024.111000] [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: 12/07/2023] [Revised: 03/15/2024] [Accepted: 03/30/2024] [Indexed: 04/07/2024]
Abstract
BACKGROUND Serum uric acid (SUA) is a major cause of cardiovascular and cerebrovascular diseases. Whether and to what extent the excess risk of enlarged perivascular spaces (EPVS) conferred by SUA is unknown. The study was conducted to investigate the association between SUA and EPVS in different brain regions. METHODS Data are from Multi-modality medical imaging study based on Kailuan study (META-KLS) in this cross-sectional study. Participants were divided into five groups based on SUA levels, and EPVS in basal ganglia (BG), centrum semiovale (CSO) and midbrain (MB) was systematically assessed and divided into Low and High group. Odds ratio (OR) and 95% confidence intervals (95% CIs) for high EPVS outcomes were estimated using multivariable logistic regression analysis. Restricted cubic spline (RCS) was used to further investigate dose-response relationship. RESULTS A total of 1014 participants aged 25-83 years from 11 centers were enrolled in the study. In the multivariable-adjusted model, SUA, as an independent risk factor, correlated positively with high degree of MB-EPVS (OR, 1.002; 95% CI, 1.000 to 1.004; p = 0.023) in general population. In addition, RCS further demonstrated the linear association between SUA and MB-EPVS (p = 0.072). No association was found between SUA and BG-EPVS or CSO-EPVS. CONCLUSION SUA was an independent risk factor of MB-EPVS. High SUA levels were more predictive of increased risk occurrence of high degree of MB-EPVS, supporting a linear association between SUA and MB-EPVS and further indicating that SUA may play an important role in cerebral small vessel disease. TRIAL REGISTRATION The KaiLuan Study and META-KLS were registered online (ChiCTR2000029767 on chictr.org.cn and NCT05453877 on Clinicaltrials.gov, respectively).
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Affiliation(s)
- Tong Zhang
- Department of Rheumatology and Immunology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Han Lv
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Xinyu Zhao
- Clinical Epidemiology & EBM Unit, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Na Zeng
- School of Public Health, Peking University, Beijing, China
| | - Ying Hui
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Shuohua Chen
- Department of Cardiovascular Lab, Kailuan General Hospital, Tangshan, Hebei, China
| | - Ning Wu
- Department of Medical Imaging, Yanjing Medical College, Capital Medical University, Beijing, China
| | - Mingze Xu
- Center for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China; Beijing Intelligent Brain Cloud Inc, Beijing, China
| | - YunTao Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, Hebei, China
| | - Aijun Xing
- Department of Cardiology, Kailuan General Hospital, Tangshan, Hebei, China
| | - Huijing Shi
- Department of Rheumatology and Immunology, Kailuan General Hospital, Tangshan, Hebei, China
| | - Shun Zhang
- Department of Psychiatry, Kailuan Mental Health Center, Tangshan, Hebei, China
| | - Xiaoliang Liang
- Department of Psychiatry, Kailuan Mental Health Center, Tangshan, Hebei, China
| | - Yongxin Wang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China; Department of MR, Kailuan General Hospital, Tangshan, Hebei, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, Hebei, China
| | - Liufu Cui
- Department of Rheumatology and Immunology, Kailuan General Hospital, Tangshan, Hebei, China
| | - Zhenchang Wang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
| | - Yanying Liu
- Department of Rheumatology and Immunology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
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Kitagawa T, Mitsumura H, Sato T, Takatsu H, Komatsu T, Sakuta K, Sakai K, Iguchi Y. Relation between severity of cerebral small vessel disease and pulsatility index of internal carotid artery in small vessel occlusion. Clin Neurol Neurosurg 2024; 237:108127. [PMID: 38290169 DOI: 10.1016/j.clineuro.2024.108127] [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: 10/11/2023] [Revised: 11/08/2023] [Accepted: 01/17/2024] [Indexed: 02/01/2024]
Abstract
BACKGROUND AND PURPOSE The total small vessel disease (SVD) score, calculated using magnetic resonance imaging (MRI), is used to assess the risk of cerebral infarction. Stroke patients with total SVD scores of three or higher are reported to have a significantly increased risk of recurrent stroke. Similar to the total SVD score, carotid ultrasonography findings have been reported to be indicators of atherosclerosis. Although the total SVD score effectively reflects SVD progression, its correlation with carotid ultrasonography findings remains unknown. We aimed to investigate whether there is a relationship between these two factors. METHODS Patients with small-vessel occlusion within 24 h of onset were retrospectively selected. Atherosclerotic factors were evaluated using the left-right average Gosling pulsatility index (PI) in the internal carotid artery (ICA-PI) and cardio-ankle vascular index (CAVI). Differences in clinical backgrounds, including atherosclerotic factors, were evaluated by dividing patients into two groups: those with a total SVD score of two or less (low-score group) and those with scores of three or more (high-score group). RESULTS A total of 122 patients were included in this study. ICA-PI was significantly higher in the high-score group than in the low-score group. A high score was independently correlated with ICA-PI after adjusting for age, CAVI, smoking, and history of secondary atherosclerosis. CONCLUSIONS Increased ICA-PI was associated with a high total SVD score in acute small-vessel occlusion and may be an alternative method for predicting the total SVD score, enabling the administration of interventions to prevent stroke relapse without the need for MRI.
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Affiliation(s)
- Tomomichi Kitagawa
- Department of Neurology, Jikei University Daisan Hospital, 4-11-1 Izumihoncho, Komae-shi, Tokyo 201-8601, Japan.
| | - Hidetaka Mitsumura
- Department of Neurology, Jikei University School of Medicine, 3-25-8 Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Takeo Sato
- Department of Neurology, Jikei University School of Medicine, 3-25-8 Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Hiroki Takatsu
- Department of Neurology, Jikei University Katsushika Medical Center, 6-41-2 Aoto, Katsushika-ku, Tokyo 125-8506, Japan
| | - Teppei Komatsu
- Department of Neurology, Jikei University School of Medicine, 3-25-8 Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Kenichi Sakuta
- Department of Neurology, Jikei University Kashiwa Hospital, 163-1 Kashiwashita, Kashiwa-shi, Chiba 277-8567 Japan
| | - Kenichiro Sakai
- Department of Neurology, Jikei University School of Medicine, 3-25-8 Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Yasuyuki Iguchi
- Department of Neurology, Jikei University School of Medicine, 3-25-8 Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
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Liu Y, Liu X, Jia J, Guo J, Li G, Zhao X. Uric Acid and Clinical Outcomes in Young Patients with Ischemic Stroke. Neuropsychiatr Dis Treat 2022; 18:2219-2228. [PMID: 36199274 PMCID: PMC9529006 DOI: 10.2147/ndt.s373493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 09/14/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND AND PURPOSE There is limited available evidence for the relationship between uric acid (UA) levels and ischemic stroke in young adults. We aimed to explore the association between UA levels and acute ischemic stroke (AIS) in young patients. MATERIALS AND METHODS This was a prospective and observational study. We recruited young patients aged 18-45 years with AIS at our tertiary hospital. Patients were categorized into four groups according to quartiles of UA levels. The primary outcome was functional outcome at 3 months. The secondary outcomes included stroke severity, in-hospital complications, and functional outcome at discharge. Modified Rankin Scale (mRS) scores were used to assess functional outcome as poor (mRS=2-6) or favorable(mRS=0-1). RESULTS A total of 636 patients were enrolled in the current analysis. The four groups were defined as follows: Q1≤289.8 µmol/L, 289.8 µmol/ L<Q2≤349.0 µmol/L, 349.0 µmol/L<Q3≤421 µmol/L, and Q4>421 µmol/L. Multiple logistic regression analysis showed that UA levels were not significantly predictive of functional outcome either at discharge or at 3 months after AIS. However, compared to Q1, higher UA levels were significantly negatively associated with the rate of moderate-severe stroke (NIHSS≥5) at admission (p for trend =0.016). Furthermore, a reduction in the risk for in-hospital pneumonia was significantly associated with higher UA levels compared to Q1 (P for trend < 0.0001). CONCLUSION Serum UA was a protective factor for stroke severity and in-hospital pneumonia after AIS in young patients. However, we were unable to identify the predictive significance of UA for functional outcome either at discharge or at 3 months after AIS.
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Affiliation(s)
- Yanfang Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.,China National Clinical Research Center for Neurological Diseases, Beijing, People's Republic of China.,Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Xinmin Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.,China National Clinical Research Center for Neurological Diseases, Beijing, People's Republic of China
| | - Jiaokun Jia
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.,China National Clinical Research Center for Neurological Diseases, Beijing, People's Republic of China.,Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Jiahuan Guo
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.,China National Clinical Research Center for Neurological Diseases, Beijing, People's Republic of China
| | - Guangshuo Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.,China National Clinical Research Center for Neurological Diseases, Beijing, People's Republic of China
| | - Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.,China National Clinical Research Center for Neurological Diseases, Beijing, People's Republic of China.,Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, People's Republic of China.,Beijing Institute of Brain Disorders, Collaborative Innovation Center for Brain Disorders, Capital Medical University, Beijing, People's Republic of China
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Risk Factors of Restroke in Patients with Lacunar Cerebral Infarction Using Magnetic Resonance Imaging Image Features under Deep Learning Algorithm. CONTRAST MEDIA & MOLECULAR IMAGING 2021; 2021:2527595. [PMID: 34887708 PMCID: PMC8616697 DOI: 10.1155/2021/2527595] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 10/18/2021] [Accepted: 10/23/2021] [Indexed: 02/08/2023]
Abstract
This study was aimed to explore the magnetic resonance imaging (MRI) image features based on the fuzzy local information C-means clustering (FLICM) image segmentation method to analyze the risk factors of restroke in patients with lacunar infarction. In this study, based on the FLICM algorithm, the Canny edge detection algorithm and the Fourier shape descriptor were introduced to optimize the algorithm. The difference of Jaccard coefficient, Dice coefficient, peak signal-to-noise ratio (PSNR), structural similarity index measure (SSIM), running time, and segmentation accuracy of the optimized FLICM algorithm and other algorithms when the brain tissue MRI images were segmented was studied. 36 patients with lacunar infarction were selected as the research objects, and they were divided into a control group (no restroke, 20 cases) and a stroke group (restroke, 16 cases) according to whether the patients had restroke. The differences in MRI imaging characteristics of the two groups of patients were compared, and the risk factors for restroke in lacunar infarction were analyzed by logistic multivariate regression. The results showed that the Jaccard coefficient, Dice coefficient, PSNR value, and SSIM value of the optimized FLICM algorithm for segmenting brain tissue were all higher than those of other algorithms. The shortest running time was 26 s, and the highest accuracy rate was 97.86%. The proportion of patients with a history of hypertension, the proportion of patients with paraventricular white matter lesion (WML) score greater than 2 in the stroke group, the proportion of patients with a deep WML score of 2, and the average age of patients in the stroke group were much higher than those in the control group (P < 0.05). Logistic multivariate regression showed that age and history of hypertension were risk factors for restroke after lacunar infarction (P < 0.05). It showed that the optimized FLICM algorithm can effectively segment brain MRI images, and the risk factors for restroke in patients with lacunar infarction were age and hypertension history. This study could provide a reference for the diagnosis and prognosis of lacunar infarction.
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Sato T, Sakai K, Nakada R, Shiraishi T, Tanabe M, Komatsu T, Sakuta K, Terasawa Y, Umehara T, Omoto S, Mitsumura H, Murakami H, Matsushima M, Iguchi Y. Employment Status Prior to Ischemic Stroke and Weekly Variation of Stroke Onset. J Stroke Cerebrovasc Dis 2021; 30:105873. [PMID: 34051450 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105873] [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: 11/24/2020] [Revised: 04/24/2021] [Accepted: 04/30/2021] [Indexed: 10/21/2022] Open
Abstract
OBJECTIVES To investigate the differences in clinical backgrounds, especially weekly variations of stroke occurrence, between hyper-acute ischemic stroke patients with and without regular employment (RE), as well as the impact of RE on outcome. MATERIALS AND METHODS Symptomatic ischemic stroke patients with ≤4.5 h from onset to door were enrolled. First, we divided patients into the RE and non-RE group to analyze differences in clinical characteristics, especially relation between weekly variations of stroke occurrence and RE. Second, we divided the same patients into those with and without favorable outcomes (modified Rankin Scale score of 0 to 2 at 3 months from stroke onset) to analyze the impact of RE on outcomes. RESULTS We screened 1,249 consecutive symptomatic ischemic stroke patients and included 377 patients (284 [75%] males; median age, 67 years). Of these patients, 248 (66%) were included in RE group. First, RE was independently associated with occurrence of stroke on Monday in reference to Sunday or a public holiday (OR 2.562, 95% CI 1.004-6.535, p = 0.049). Second, RE (OR 2.888 95% CI 1.378-6.050, p = 0.005) was a factor independently associated with a favorable outcome. CONCLUSIONS Patients with RE were more likely to have a hyper-acute ischemic stroke on Monday in reference to Sunday or a public holiday. However, RE before stroke onset appears to have a positive impact on outcome.
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Affiliation(s)
- Takeo Sato
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan.
| | - Kenichiro Sakai
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Ryoji Nakada
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Tomotaka Shiraishi
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Maki Tanabe
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Teppei Komatsu
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Kenichi Sakuta
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Yuka Terasawa
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Tadashi Umehara
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Shusaku Omoto
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Hidetaka Mitsumura
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Hidetomo Murakami
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
| | - Masato Matsushima
- Division of Clinical Epidemiology, Research Center for Medical Sciences, The Jikei University School of Medicine, Tokyo, Japan
| | - Yasuyuki Iguchi
- Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan
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SatoMD T, SakaiMD K, TakatsuMD H, TanabeMD M, KomatsuMD T, SakutaMD K, TerasawaMD Y, UmeharaMD T, OmotoMD S, MurakamiMD H, MitsumuraMD H, IguchiMD Y. Infarct site and prognosis in small subcortical infarction: Role of the corticospinal tract and lentiform. J Neurol Sci 2020; 418:117130. [PMID: 32942191 DOI: 10.1016/j.jns.2020.117130] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 08/25/2020] [Accepted: 09/04/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine the impact of infarct site combinations on prognosis of small subcortical infarction (SSI) by classifying the infarcted perforator area in relation to the anatomical structures that surround and/or involve the corticospinal tract. METHODS Consecutive patients with SSI ≤24 h from onset to initial magnetic resonance imaging (MRI) and ≤ 14 days from onset to second MRI were included. Infarct sites were defined as follows: caudate head, lentiform (L), corona radiata (CR), posterior limb and genu of the internal capsule (IC), thalamus, and brainstem with or without involvement of the corticospinal tract. An unfavorable outcome was defined as a modified Rankin Scale score of 2 to 6 at 3 months from onset. Infarct site combinations related to an unfavorable outcome were evaluated. RESULTS We screened 1558 consecutive patients with ischemic strokes, including 128 with SSI (99 [77%] male, median age 64 years). Of all, 29 (23%) had unfavorable outcomes. Factors associated with unfavorable outcomes were age (odds ratio (OR) 2.057, 95% confidence interval (CI) 1.230-3.493, p = 0.006), maximum infarct area (OR 1.094, 95% CI 1.030-1.163, p = 0.004), and infarct simultaneously involving the CR, IC, and L (OR 9.403, 95% CI 1.506-58.710, p = 0.016). Patients with simultaneous involvement of the CR, IC, and L were likely to have a higher subscore in the National Institutes of Health Stroke Scale item of arm motor impairment at discharge (OR 2.947, 95% CI 1.098-7.910, p = 0.032). CONCLUSIONS Infarcts involving the CR, IC, and L predict unfavorable outcomes in SSI.
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Affiliation(s)
- Takeo SatoMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan.
| | - Kenichiro SakaiMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Hiroki TakatsuMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Maki TanabeMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Teppei KomatsuMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Kenichi SakutaMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Yuka TerasawaMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Tadashi UmeharaMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Shusaku OmotoMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | - Hidetomo MurakamiMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
| | | | - Yasuyuki IguchiMD
- Department of Neurology, the Jikei University School of Medicine, Tokyo, Japan
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