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Stamova B, Knepp B, Rodriguez F. Molecular heterogeneity in human stroke - What can we learn from the peripheral blood transcriptome? J Cereb Blood Flow Metab 2025:271678X251322598. [PMID: 40079561 PMCID: PMC11907527 DOI: 10.1177/0271678x251322598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
Stroke is a multifaceted disease with genetic and environmental components like diet and lifestyle. The central nervous and immune systems display complex interactions, with the peripheral immune response participating in brain injury and repair mechanisms following stroke. The bidirectional communication between the injured brain and peripheral blood presents an opportunity to investigate the molecular changes in the latter. There is substantial heterogeneity in stroke pathogenesis, pathophysiology, comorbidities, and response to treatment and outcome. This is captured and underscored by heterogeneity in the peripheral blood transcriptome. The current review highlights the role of the human peripheral blood transcriptome architecture for molecular phenotyping of different stroke etiologies and comorbidities, and for identifying underlying molecular correlates with clinically important variables and outcomes. Specific transcriptome features can potentially provide targets for clinical translation and for prioritizing genes and pathways for evaluation in experimental models. We also propose an approach to study the patient-specific transcriptional architecture and uncover the combinatorial heterogeneity in altered pathways in stroke patients that can also guide the search for treatment and prevention targets. Deciphering the molecular heterogeneity of stroke in a tissue that can be easily accessed and monitored, such as peripheral blood, may improve clinical trial success.
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Affiliation(s)
- Boryana Stamova
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Bodie Knepp
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
| | - Fernando Rodriguez
- Department of Neurology, School of Medicine, University of California at Davis, Sacramento, CA, USA
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Rivier CA, Renedo D, Marini S, Magid-Bernstein JR, de Havenon A, Rosand J, Hanley DF, Ziai WC, Mayer SA, Woo D, Sansing LH, Sheth KN, Anderson CD, Falcone GJ. Sex Modifies the Severity and Outcome of Spontaneous Intracerebral Hemorrhage. Ann Neurol 2025; 97:232-241. [PMID: 39499118 DOI: 10.1002/ana.27123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 09/22/2024] [Accepted: 10/15/2024] [Indexed: 11/07/2024]
Abstract
OBJECTIVE The limited existing evidence on sex differences in the clinical characteristics of patients with spontaneous, non-traumatic intracerebral hemorrhage (ICH) comes from small, single-center studies. Here, we performed an individual patient data meta-analysis of 3 randomized clinical trials and 1 multi-ethnic observational study of ICH to investigate the impact of sex on ICH severity and outcome. METHODS Inclusion criteria in our study were a neuroimaging-confirmed ICH. We evaluated whether sex was associated with ICH severity (hematoma volume and expansion) and poor functional outcomes (modified Rankin Scale >3) 3 or 6 months after the ICH. RESULTS A total of 4,812 ICH patients were evaluated (mean age 62, 40% female). Males with ICH were younger, more likely to be smokers and have diabetes, and less likely to be on anticoagulants (all p < 0.05). In multivariable analyses, male sex was associated with non-lobar location (odds ratio [OR]: 1.63; 95% confidence interval [CI]: [1.39-1.92]; p < 0.001), larger hemorrhages (beta: 0.16 [0.08-0.23]; p < 0.001) and a higher risk of hematoma expansion (OR: 1.43 [1.20-1.71]; p < 0.001). Despite the larger hemorrhage volume and higher risk of expansion, male sex was associated with a 24% lower risk of poor outcomes (OR: 0.76 [0.64-0.90]; p = 0.002). INTERPRETATION Compared to females, males with ICH have larger bleeds and higher risk of hematoma expansion. Despite the larger bleeds and higher risk of hematoma expansion, males with ICH have lower risk of poor outcomes. Our results suggest that the biology and clinical trajectory are different in females and males with ICH, supporting sex-specific research in this condition. ANN NEUROL 2025;97:232-241.
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Affiliation(s)
- Cyprien A Rivier
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Daniela Renedo
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Sandro Marini
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Boston University Medical Center, Boston, MA, USA
| | | | - Adam de Havenon
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Jonathan Rosand
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Daniel F Hanley
- Department of Neurology and Neurosurgery, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Wendy C Ziai
- Division of Neurosciences Critical Care, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephan A Mayer
- Department of Neurosurgery, New York Medical College, Valhalla, NY, USA
- Department of Neurology, New York Medical College, Valhalla, NY, USA
| | - Daniel Woo
- Department of Neurology, University of Cincinnati, Cincinnati, OH, USA
| | - Lauren H Sansing
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Kevin N Sheth
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Christopher D Anderson
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Guido J Falcone
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
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Guo J, Chen X, Wu M, Wang D, Zhao Y, Li Q, Tang G, Che F, Xia Z, Liang Z, Shi L, Jiang Q, Chen Y, Liu X, Ren X, Ouyang M, Wang B, You S, Billot L, Wang X, Liu Z, Jing H, Meng W, Tian S, Liu E, Xiang Y, Tang X, Xie T, Cui W, Zheng Y, Cao J, Zhang J, Wen Z, Huang T, Wang L, You C, Pan S, Cai Y, Lu Y, Hankey GJ, Al-Shahi Salman R, Anderson CS, Song L. Traditional Chinese medicine FYTF-919 (Zhongfeng Xingnao oral prescription) for the treatment of acute intracerebral haemorrhage: a multicentre, randomised, placebo-controlled, double-blind, clinical trial. Lancet 2024; 404:2187-2196. [PMID: 39547249 DOI: 10.1016/s0140-6736(24)02261-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 09/04/2024] [Accepted: 10/10/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND There are few proven treatments for acute spontaneous intracerebral haemorrhage, and they all target reducing expansion of the haematoma. The traditional Chinese medicine FYTF-919 (Zhongfeng Xingnao) in an oral solution is comprised of several Chinese herbs that are widely used to treat patients with intracerebral haemorrhage in China on the understanding that they enhance resorption of the haematoma and reduce neuroinflammation. We aimed to provide a reliable assessment of the safety and efficacy of FYTF-919 in patients with moderate to severe acute intracerebral haemorrhage. METHODS We did a pragmatic, multicentre, randomised, double-blind, placebo-controlled trial at 26 hospitals in China. We enrolled adults (age ≥18 years) with a diagnosis of symptomatic spontaneous intracerebral haemorrhage (confirmed by brain imaging) within 48 h after the onset of symptoms (or last seen well), which resulted in moderate to severe neurological impairment defined by scores of at least 8 on the National Institute of Health Stroke Scale or between 7 and 14 inclusive on the Glasgow Coma Scale. Randomisation (1:1) was via a central internet-based system with a block grouping method stratified by provincial location of the hospital, severity of neurological impairment, and site of the haematoma in the brain. FYTF-919 and the placebo were masked through consistency in appearance, smell, taste, and other aspects. Participants were allocated to receive 33 mL (or 25 mL via a nasogastric tube if a participant's swallowing was impaired) of either oral liquid FYTF-919 or matching placebo administered at least 30 min after a meal every 8 h (or 6 h via nasogastric tube) over 24 h for 28 days. The primary efficacy outcome was the utility weighted modified Rankin Scale (a seven-level ordinal scale that ranges from 0 [no symptoms] to 6 [death], in which the utility weights of 0·97, 0·88, 0·74, 0·55, 0·20, -0·19, and 0·00 were assigned to the seven levels respectively, with higher scores indicating a better outcome according to the participants' perspective) at 90 days analysed in a general linear model with adjustment for baseline factors. We did several adjusted and sensitivity analyses. Primary analyses were assessed in the intention-to-treat population. This trial is registered at ClinicalTrials.gov, NCT05066620 and is complete. FINDINGS Between Nov 24, 2021, and Dec 28, 2023, of 9000 patients screened, 1648 were randomly assigned to treatment, 817 to the FYTF-919 group and 831 to the placebo group. Before receiving any treatment two patients in the FYTF-919 group and five patients in the placebo group immediately withdrew their consent leaving 1641 participants with available primary outcome data in the intention-to-treat population, 815 in the FYTF-919 group and 826 in the placebo group. 1242 (75·7%) participants consumed 80% or more of the study medication and 994 (60·6%) consumed all of it within 28 days. Mean utility weighted modified Rankin Scale scores at 90 days were 0·44 in the FYTF-919 group and 0·44 in the placebo group (difference 0·01, 95% CI -0·02 to 0·04; p=0·63). The neutral result was consistent in adjusted and sensitivity analyses. There was no significant difference in serious adverse events. INTERPRETATION This large, randomised, placebo-controlled, double-blind, clinical trial showed no effect of the traditional Chinese medicine herbal compound FYTF-919 on functional recovery, survival, and health-related quality of life in patients with moderate to severe intracerebral haemorrhage. The results reaffirm the need for methodologically rigorous, randomised controlled trials to evaluate the effectiveness of existing therapies, including traditional Chinese medicines that are already in widespread use throughout the world. FUNDING Key-Area Research and Development Program of Guangdong Province.
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Affiliation(s)
- Jianwen Guo
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China; Research Team of Prevention and Treatment of Cerebral Hemorrhage Applying Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China; The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China; Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China.
| | - Xiaoying Chen
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Manli Wu
- The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Dou Wang
- The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yang Zhao
- The George Institute for Global Health China, Beijing, China
| | - Qiang Li
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Guanghai Tang
- Liaoning Thrombus Treatment Centre of Integrated Chinese and Western Medicine, Shenyang, China
| | - Fengyuan Che
- Department of Neurology, Linyi People's Hospital, Linyi, China
| | - Zhangyong Xia
- Department of Neurology, The Second People's Hospital of Liaocheng, Liaocheng, China; Department of Neurology, Liaocheng People's Hospital, Liaocheng, China; Liaocheng Hospital Affiliated to Shandong First Medical University, Liaocheng, China; State Key Laboratory of Dampness Syndrome of Chinese Medicine, Shandong Sub-centre, Liaocheng, China
| | - Zai Liang
- Department of Stroke, Lianjiang People's Hospital, Lianjiang, China
| | - Liu Shi
- Traditional Chinese Medicine, Hospital of Meishan, Meishan, China
| | - Qiuhua Jiang
- Department of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China
| | - Yajie Chen
- The George Institute for Global Health China, Beijing, China
| | - Xiaoqiu Liu
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Xinwen Ren
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Menglu Ouyang
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Borui Wang
- The George Institute for Global Health China, Beijing, China
| | - Shoujiang You
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia; Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Laurent Billot
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Xia Wang
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Zhenchuan Liu
- Department of Neurological Intensive Care Unit, Linyi People's Hospital, Linyi, China
| | - Hongyan Jing
- Liaoning Thrombus Treatment Centre of Integrated Chinese and Western Medicine, Shenyang, China
| | - Wei Meng
- Neurosurgery Department, Panjin Central Hospital, Panjin, China
| | - Song Tian
- Neurology Department, The First Affiliated Hospital of Shaoyang University, Shaoyang, China
| | - Enzhi Liu
- Department of Neurosurgery, Fushun Central Hospital, Fushun, China
| | - Yong Xiang
- Neurology Department, People's Hospital of Anshun City, Guizhou Province, Anshun, China
| | - Xiaoping Tang
- The Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Tingting Xie
- General Medicine, The Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Changchun, China
| | - Wanzhen Cui
- The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yanwen Zheng
- The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jiamin Cao
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jingbei Zhang
- The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zehuai Wen
- Key Unit of Methodology in Clinical Research, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Tao Huang
- Department of Neurosurgery, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Lixin Wang
- Department of Neurocritical Care, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Chao You
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Suyue Pan
- Department of Neurology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yefeng Cai
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China; The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China; Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China; Guangdong Provincial Key Laboratory of Research on Emergency in Traditional Chinese Medicine, Guangzhou, China; Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, China
| | - Yun Lu
- Emergency Department, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Graeme J Hankey
- Centre for Neuromuscular and Neurological Diseases, Medical School, The University of Western Australia, Perth, WA, Australia; Perron Institute for Neurological and Translational Science, Perth, WA, Australia
| | - Rustam Al-Shahi Salman
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK; Edinburgh Clinical Trials Unit, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Craig S Anderson
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia; The George Institute for Global Health China, Beijing, China; Neurology Department, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China.
| | - Lili Song
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China.
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Lee TH. Intracerebral Hemorrhage. Cerebrovasc Dis Extra 2024; 15:1-8. [PMID: 39557033 DOI: 10.1159/000542566] [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: 06/19/2024] [Accepted: 11/11/2024] [Indexed: 11/20/2024] Open
Abstract
BACKGROUND Compared to ischemic stroke, intracerebral hemorrhage (ICH) has higher mortality and more severe disability. Asian such as Chinese and Japanese and Mexican Americans, Latin Americans, African Americans, Native Americans has higher incidences than do white Americans. So, ICH is an important cerebrovascular disease in Asia. SUMMARY ICH accounts for approximately 10-20% of all strokes. The incidence of ICH is higher in low- and middle-income than high-income countries and is estimated 8-15% in western countries like USA, UK, and Australia, and 18-24% in Japan, Taiwan, and Korea. The ICH incidence increases exponentially with age, and old age especially over 80 years is a major predictor of mortality independent of ICH severity. Females are older at the onset of ICH and have higher clinical severity than males. Modifiable risk factors include blood pressure, smoking, alcohol consumption, lipid profiles, use of anticoagulants, antiplatelet agents, and sympathomimetic drugs. Non-modifiable risk factors constitute old age, male gender, Asian ethnicity, cerebral amyloid angiopathy, cerebral microbleed, and chronic kidney disease. Blood pressure is the most important risk factor of ICH. Imaging markers may help predict ICH outcome, which include black hole sign, blend sign, iodine sign, island sign, leakage sign, satellite sign, spot sign, spot-tail sign, swirl sign, and hypodensities. ICH prognostic scoring system such as ICH scoring system and ICH grading scale scoring system in Chinese and Osaka prognostic score and Naples prognostic score has been used to predict ICH outcome. Early minimally invasive removal of ICH can be recommended for lobar ICH of 30-80 mL within 24 h after onset. Decompressive craniectomy without clot evacuation might benefit ICH patients aged 18-75 years with 30-100 mL at basal ganglia or thalamus. However, clinical studies are needed to investigate the effect of surgery on patients with smaller or larger ICH, ICH in non-lobar locations, and for older patients or patients with preexisting disability. Surgical treatment is usually associated with neurological sequels if survived. For medical treatment, blood pressure lowering should be careful titrated to secure continuous smooth and sustained control and avoid peaks and large variability in systolic blood pressure. Stroke and cancer are the most common causes of death in Asian ICH patients, compared to stroke and cardiac disease in non-Asian patients. KEY MESSAGES The incidence and outcome are different between Asian and non-Asian patients, and more clinical studies are needed to investigate the best management for Asian ICH patients.
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Affiliation(s)
- Tsong-Hai Lee
- Stroke Center and Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
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Ariyada K, Yamagishi K, Kihara T, Muraki I, Imano H, Kokubo Y, Saito I, Yatsuya H, Iso H, Tsugane S, Sawada N. Risk factors for intracerebral hemorrhage by five specific bleeding sites: Japan Public Health Center-based Prospective Study. Eur Stroke J 2024:23969873241290680. [PMID: 39417686 PMCID: PMC11556633 DOI: 10.1177/23969873241290680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 09/22/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Evaluating the risk factors for intracerebral hemorrhage is indispensable for primary prevention. However, the pathogenesis varies depending on the bleeding site, and few prospective studies have explored risk factors in detail for each site. PARTICIPANTS AND METHODS The Japan Public Health Center-based Prospective Study is a prospective study comprising a population-based sample of Japanese adults in 1990 (Cohort I) and in 1993 (Cohort II). A total of 34,137 participants (11,907 men and 22,230 women) were enrolled in this study and followed up until 2009 for Cohort I and until 2012 for Cohort II. The association between risk factors (age, sex, blood pressure, serum cholesterol, triglycerides, blood glucose, body mass index, smoking, and drinking status) and intracerebral hemorrhage by its bleeding site (lobes, putamen, thalamus, cerebellum, and brainstem) was assessed using Cox proportional hazards analysis. RESULTS During a median 20-year follow-up, 571 intracerebral hemorrhage events occurred. Hypertension was associated with an increased risk of total intracerebral hemorrhage, but not lobar hemorrhage. The multivariable hazard ratio (95% confidence intervals) was 2.09 (1.75-2.50) for total intracerebral hemorrhage. In contrast, a low serum total cholesterol level was associated only with lobar hemorrhage (1.73 (1.01-2.96)). Heavy drinking was associated with the risk of total and putamen hemorrhage, and obesity was associated with the risk of putamen hemorrhage. DISCUSSION AND CONCLUSION The present study identified different risk factors depending on the bleeding site of intracerebral hemorrhage.
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Affiliation(s)
- Kenichi Ariyada
- Doctoral Program in Medical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
- Department of Public Health Medicine, Institute of Medicine, and Health Services Research and Development Center, University of Tsukuba, Tsukuba, Japan
| | - Kazumasa Yamagishi
- Department of Public Health Medicine, Institute of Medicine, and Health Services Research and Development Center, University of Tsukuba, Tsukuba, Japan
- Department of Public Health, Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Tomomi Kihara
- Department of Public Health Medicine, Institute of Medicine, and Health Services Research and Development Center, University of Tsukuba, Tsukuba, Japan
| | - Isao Muraki
- Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine, Suita, Japan
| | - Hironori Imano
- Department of Public Health, Kindai University Faculty of Medicine, Osakasayama, Japan
| | - Yoshihiro Kokubo
- Department of Preventive Cardiology, National Cerebral and Cardiovascular Center, Suita, Japan
| | - Isao Saito
- Department of Public Health and Epidemiology, Faculty of Medicine, Oita University, Yufu, Japan
| | - Hiroshi Yatsuya
- Department of Public Health and Health Systems, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hiroyasu Iso
- Institute for Global Health Policy Research, Bureau of International Health Cooperation, National Center for Global Health and Medicine, Tokyo, Japan
| | - Shoichiro Tsugane
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
- International University of Health and Welfare Graduate School of Public Health, Tokyo, Japan
| | - Norie Sawada
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
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Sterenstein A, Garg R. The impact of sex on epidemiology, management, and outcome of spontaneous intracerebral hemorrhage (sICH). J Stroke Cerebrovasc Dis 2024; 33:107755. [PMID: 38705497 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107755] [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: 10/30/2023] [Revised: 04/25/2024] [Accepted: 05/01/2024] [Indexed: 05/07/2024] Open
Abstract
OBJECTIVE Data on sex differences in spontaneous intracerebral hemorrhages are limited. METHODS An automated comprehensive scoping literature review was performed using PubMed and Scopus. Articles written in English about spontaneous intracerebral hemorrhage and sex were reviewed. RESULTS Males experience spontaneous intracerebral hemorrhage more frequently than females, at younger ages, and have a higher prevalence of deep bleeds compared to females. Risk factors between sexes vary and may contribute to differing incidences and locations of spontaneous intracranial hemorrhage. Globally, females receive less aggressive care than males, likely impacting survival. CONCLUSIONS Epidemiology, risk factors, and treatment of spontaneous intracranial hemorrhage vary by sex, with limited and oftentimes conflicting data available. Further research into the sex-based differences of spontaneous intracranial hemorrhage is necessary for clinicians to better understand how to evaluate and guide treatment in the future.
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Affiliation(s)
- Andrea Sterenstein
- Rush University Medical Center, Division of Critical Care Neurology, Department of Neurological Sciences.
| | - Rajeev Garg
- Rush University Medical Center, Division of Critical Care Neurology, Department of Neurological Sciences
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Xu M, Fu X, Jin H, Yu X, Xu G, Ma Z, Pan C, Liu B. Intracerebral Hemorrhage Prognosis Classification via Joint-Attention Cross-Modal Network. Brain Sci 2024; 14:618. [PMID: 38928618 PMCID: PMC11201659 DOI: 10.3390/brainsci14060618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/28/2024] [Accepted: 06/18/2024] [Indexed: 06/28/2024] Open
Abstract
Intracerebral hemorrhage (ICH) is a critical condition characterized by a high prevalence, substantial mortality rates, and unpredictable clinical outcomes, which results in a serious threat to human health. Improving the timeliness and accuracy of prognosis assessment is crucial to minimizing mortality and long-term disability associated with ICH. Due to the complexity of ICH, the diagnosis of ICH in clinical practice heavily relies on the professional expertise and clinical experience of physicians. Traditional prognostic methods largely depend on the specialized knowledge and subjective judgment of healthcare professionals. Meanwhile, existing artificial intelligence (AI) methodologies, which predominantly utilize features derived from computed tomography (CT) scans, fall short of capturing the multifaceted nature of ICH. Although existing methods are capable of integrating clinical information and CT images for prognosis, the effectiveness of this fusion process still requires improvement. To surmount these limitations, the present study introduces a novel AI framework, termed the ICH Network (ICH-Net), which employs a joint-attention cross-modal network to synergize clinical textual data with CT imaging features. The architecture of ICH-Net consists of three integral components: the Feature Extraction Module, which processes and abstracts salient characteristics from the clinical and imaging data, the Feature Fusion Module, which amalgamates the diverse data streams, and the Classification Module, which interprets the fused features to deliver prognostic predictions. Our evaluation, conducted through a rigorous five-fold cross-validation process, demonstrates that ICH-Net achieves a commendable accuracy of up to 87.77%, outperforming other state-of-the-art methods detailed within our research. This evidence underscores the potential of ICH-Net as a formidable tool in prognosticating ICH, promising a significant advancement in clinical decision-making and patient care.
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Affiliation(s)
- Manli Xu
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou 310053, China;
| | - Xianjun Fu
- School of Artificial Intelligence, Zhejiang College of Security Technology, Wenzhou 325016, China;
| | - Hui Jin
- School of Computer, Hangzhou Dianzi University, Hangzhou 310018, China; (H.J.); (X.Y.)
| | - Xinlei Yu
- School of Computer, Hangzhou Dianzi University, Hangzhou 310018, China; (H.J.); (X.Y.)
| | - Gang Xu
- School of Artificial Intelligence, Zhejiang College of Security Technology, Wenzhou 325016, China;
| | - Zishuo Ma
- International Business School, Jinan University, Zhuhai 510632, China;
| | - Cheng Pan
- School of General Education, Sanda University, Shanghai 201209, China;
| | - Bo Liu
- The 39th Research Institute of China Electronics Technology Group Corporation, Xi’an 710065, China;
- Key Laboratory of Antenna and Control Technology of Shanxi Province, Xi’an 710068, China
- School of Management, Xi’an Jiaotong University, Xi’an 710049, China
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Mujahid MS, Peterson PN. JAHA Go Red for Women Spotlight on Women and Cardiovascular Disease and Stroke. J Am Heart Assoc 2024; 13:e035104. [PMID: 38410949 PMCID: PMC10944069 DOI: 10.1161/jaha.124.035104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 02/28/2024]
Affiliation(s)
| | - Pamela N. Peterson
- Department of MedicineDenver Health Medical CenterDenverCOUSA
- Department of MedicineUniversity of Colorado Anschutz Medical CenterAuroraCOUSA
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