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Tong Y, Chen Y, Yu Y, Wang F, Lin L, He G, Chen L, Zhuang X, Du W, Mo Y. Study on the relationship among typhoon, weather change and acute ischemic stroke in southern Zhejiang Province of China. BMC Neurol 2025; 25:14. [PMID: 39780064 PMCID: PMC11707993 DOI: 10.1186/s12883-024-04012-4] [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: 03/17/2024] [Accepted: 12/26/2024] [Indexed: 01/11/2025] Open
Abstract
OBJECTIVE This study aimed to investigate the relationship between the unique weather change and acute ischemic stroke (AIS) in the southern Zhejiang Province of China and to provide evidence for better predicting and preventing stroke. METHODS We retrospectively collected 14,996 ischemic stroke patients data and weather data from January 2019 to December 2021 in the southern Zhejiang Province of China. The correlation and risk between meteorological factors and the number of AIS daily cases were calculated. Wilcoxon rank sum test was used to calculate the difference in the number of cases between typhoon-affected and non-affected periods. A prediction model obeying Poisson regression was established, and the accuracy of the correlation factors in predicting the number of cases was verified. RESULTS In southern Zhejiang Province, the number of AIS was the highest in summer and the lowest in spring. Stroke onset is associated with temperature, water vapor pressure and typhoons (P < 0.05). The presence of typhoon (RR 0.882; 95% CI 0.834 to 0.933, P < 0.001) was a protective factor, while maximum temperature (RR 1.021; 95% CI 1.008 to 1.033, P = 0.043) and the water vapor pressure (RR 1.036; 95% CI 1.006 to 1.067, P = 0.036) were risk factors. The occurrence under the influence of typhoons was lower than that without the influence of typhoons (P < 0.05). The prediction model can predict the occurrence of stroke. CONCLUSION An association was observed between the occurrence of AIS, temperature, water vapor pressure and typhoon in the southern Zhejiang Province of China. Typhoon occurrence was associated with fewer cases. The predictive model may help high-risk populations prevent diseases early and assist hospitals in allocating resources promptly.
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Affiliation(s)
- Yao Tong
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, Ouhai District, Wenzhou, Zhejiang, China
| | - Yating Chen
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, Ouhai District, Wenzhou, Zhejiang, China
| | - Yulong Yu
- Department of Anesthesiology, Taizhou Hospital of Zhejiang Province, 150 Ximen Street, Gucheng Street, Linhai, Zhejiang, China
| | - Faxing Wang
- Department of Anesthesiology, The Sixth Affiliated Hospital of Wenzhou Medical University, Lishui, Zhejiang, China
| | - Lina Lin
- Department of Anesthesiology, Taizhou Hospital of Zhejiang Province, 150 Ximen Street, Gucheng Street, Linhai, Zhejiang, China
| | - Gangjian He
- Wenzhou Meteorological Bureau, Wenzhou, Zhejiang, China
| | - Lingyang Chen
- Department of Anesthesiology, Taizhou Hospital of Zhejiang Province, 150 Ximen Street, Gucheng Street, Linhai, Zhejiang, China
| | - Xiuxiu Zhuang
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, Ouhai District, Wenzhou, Zhejiang, China
| | - Wenwen Du
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, Ouhai District, Wenzhou, Zhejiang, China
| | - Yunchang Mo
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, Ouhai District, Wenzhou, Zhejiang, China.
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Zhou X, Wei C, Chen Z, Xia X, Wang L, Li X. Potential mechanisms of ischemic stroke induced by heat exposure. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 952:175815. [PMID: 39197783 DOI: 10.1016/j.scitotenv.2024.175815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 08/04/2024] [Accepted: 08/24/2024] [Indexed: 09/01/2024]
Abstract
Recent decades of epidemiological and clinical research have suggested that heat exposure could be a potential risk factor for ischemic stroke. Despite climate factors having a minor impact on individuals compared with established risk factors such as smoking, their widespread and persistent effects significantly affect public health. The mechanisms by which heat exposure triggers ischemic stroke are currently unclear. However, several potential mechanisms, such as the impact of temperature variability on stroke risk factors, inflammation, oxidative stress, and coagulation system changes, have been proposed. This article details the potential mechanisms by which heat exposure may induce ischemic stroke, aiming to guide the prevention and treatment of high-risk groups in hot climates and support public health policy development.
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Affiliation(s)
- Xiao Zhou
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Chanjuan Wei
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Zhuangzhuang Chen
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xiaoshuang Xia
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Lin Wang
- Department of Geriatrics, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xin Li
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China; Department of Geriatrics, The Second Hospital of Tianjin Medical University, Tianjin, China.
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Expression profiles of genes associated with inflammatory responses and oxidative stress in lung after heat stroke. Biosci Rep 2021; 40:224901. [PMID: 32436952 PMCID: PMC7276522 DOI: 10.1042/bsr20192048] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 04/28/2020] [Accepted: 04/29/2020] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Heat stroke (HS) is a physically dysfunctional illness caused by hyperthermia. Lung, as the important place for gas-exchange and heat-dissipation organ, is often first to be injured. Lung injury caused by HS impairs the ventilation function of lung, which will subsequently cause damage to other tissues and organs. Nevertheless, the specific mechanism of lung injury in heat stroke is still unknown. METHODS Rat lung tissues from controls or HS models were harvested. The gene expression profile was identified by high-throughput sequencing. DEGs were calculated using R and validated by qRT-PCR. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and cell-enrichment were performed using differential expression genes (DEGs). Finally, lung histopathology was accessed by H&E staining. RESULTS About 471 genes were identified to be DEGs, of which 257 genes were up-regulated, and 214 genes were down-regulated. The most up-regulated and down-regulated DEGs were validated by qRT-PCR, which confirmed the tendency of expression. GO, KEGG, and protein-protein interaction (PPI)-network analyses disclosed DEGs were significantly enriched in leukocyte migration, response to lipopolysaccharide, NIK/NF-kappaB signaling, response to reactive oxygen species, response to heat, and the hub genes were Tnf, Il1b, Cxcl2, Ccl2, Mmp9, Timp1, Hmox1, Serpine1, Mmp8 and Csf1, most of which were closely related to inflammagenesis and oxidative stress. Finally, cell-enrichment analysis and histopathologic analysis showed Monocytes, Megakaryotyes, and Macrophages were enriched in response to heat stress. CONCLUSIONS The present study identified key genes, signal pathways and infiltrated-cell types in lung after heat stress, which will deepen our understanding of transcriptional response to heat stress, and might provide new ideas for the treatment of HS.
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Xia DM, Wang XR, Zhou PY, Ou TL, Su L, Xu SG. Research progress of heat stroke during 1989-2019: a bibliometric analysis. Mil Med Res 2021; 8:5. [PMID: 33472705 PMCID: PMC7818934 DOI: 10.1186/s40779-021-00300-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 01/15/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Heat stroke (HS) is an acute physical disorder that is associated with a high risk of organ dysfunction and even death. HS patients are usually treated symptomatically and conservatively; however, there remains a lack of specific and effective drugs in clinical practice. An analysis of publication contributions from institutions, journals and authors in different countries/regions was used to study research progress and trends regarding HS. METHODS We extracted all relevant publications on HS between 1989 and 2019 from Web of Science. Using the Statistical Package for Social Science (SPSS, version 24) and the software GraphPad Prism 8, graphs were generated and statistical analyses were performed, while VOSviewer software was employed to visualize the research trends in HS from the perspectives of co-occurring keywords. RESULTS As of April 14, 2020, we identified 1443 publications with a citation frequency of 5216. The United States accounted for the largest number of publications (36.2%) and the highest number of citations (14,410), as well as the highest H-index at 74. Although the sum of publications from China ranked second, there was a contradiction between the quantity and quality of publications. Furthermore, Medicine & Science in Sports & Exercise published the most papers related to HS, with Lin MT publishing the most papers in this field (112), while the review by Knochel JP received the highest citation frequency at 969. The keyword heat-stress appeared most recently, with an average appearing year of 2015.5. In the clinical research cluster, exertional heat-stroke was determined to be the hotspot, while ambient-temperature and heat waves were the new trends in the epidemiological research cluster. CONCLUSIONS Corresponding to this important field, while the contributions of the publications from the United States were significant, the mismatch between the quantity and quality of publications from China must be examined. Moreover, it is hypothesized that clinical and epidemiological studies may become hotspots in the near future.
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Affiliation(s)
- De-Meng Xia
- Department of Emergency, Changhai Hospital, the Naval Medical University, Shanghai, 200433, China
| | - Xu-Ren Wang
- Nursing College, The Naval Medical University, Shanghai, 200433, China
| | - Pan-Yu Zhou
- Department of Emergency, Changhai Hospital, the Naval Medical University, Shanghai, 200433, China
| | - Tian-Le Ou
- Department of Clinical Medicine, The Naval Medical University, Shanghai, 200433, China
| | - Lei Su
- Department of Intensive Care Unit, General Hospital of Southern Theater Command, Guangzhou, 510010, China
| | - Shuo-Gui Xu
- Department of Emergency, Changhai Hospital, the Naval Medical University, Shanghai, 200433, China.
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Meng G, Tan Y, Fang M, Yang H, Liu X, Zhao Y. Meteorological Factors Related to Emergency Admission of Elderly Stroke Patients in Shanghai: Analysis with a Multilayer Perceptron Neural Network. Med Sci Monit 2015; 21:3600-7. [PMID: 26590182 PMCID: PMC4662240 DOI: 10.12659/msm.895334] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background The aim of this study was to predict the emergency admission of elderly stroke patients in Shanghai by using a multilayer perceptron (MLP) neural network. Material/Methods Patients (>60 years) with first-ever stroke registered in the Emergency Center of Neurology Department, Shanghai Tenth People’s Hospital, from January 2012 to June 2014 were enrolled into the present study. Daily climate records were obtained from the National Meteorological Office. MLP was used to model the daily emergency admission into the neurology department with meteorological factors such as wind level, weather type, daily maximum temperature, lowest temperature, average temperature, and absolute temperature difference. The relationships of meteorological factors with the emergency admission due to stroke were analyzed in an MLP model. Results In 886 days, 2180 first-onset elderly stroke patients were enrolled, and the average number of stroke patients was 2.46 per day. MLP was used to establish a model for the prediction of dates with low stroke admission (≤4) and those with high stroke admission (≥5). For the days with low stroke admission, the absolute temperature difference accounted for 40.7% of admissions, while for the days with high stroke admission, the weather types accounted for 73.3%. Conclusions Outdoor temperature and related meteorological parameters are associated with stroke attack. The absolute temperature difference and the weather types have adverse effects on stroke. Further study is needed to determine if other meteorological factors such as pollutants also play important roles in stroke attack.
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Affiliation(s)
- Guilin Meng
- Department of Neurology, Tenth People's Hospital, Tongji University, Shanghai, China (mainland)
| | - Yan Tan
- Department of Neurology, Tenth People's Hospital, Tongji University, Shanghai, China (mainland)
| | - Min Fang
- Department of Neurology, Tenth People's Hospital, Tongji University, Shanghai, China (mainland)
| | - Hongyan Yang
- Department of Neurology, Tenth People's Hospital, Tongji University, Shanghai, China (mainland)
| | - Xueyuan Liu
- Department of Neurology, Tenth People's Hospital, Tongji University, Shanghai, China (mainland)
| | - Yanxin Zhao
- Department of Neurology, Tenth People's Hospital, Tongji University, Shanghai, China (mainland)
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