Heat Stroke

中暑
  • 文章类型: Journal Article
    如果发生严重的职业性热相关疾病,护理人员援助可能无法立即获得。工人的生存可能取决于他们的同事获得有效的基于现场的冷却方式。一种声称在基于现场的设置中实用的冷却方法是冰巾方法。
    本案例研究评估了冰巾方法在工业环境中的实用性,其中使用标准包括成本效益,便携性,可扩展性,并由一名工人在紧急情况下实施。
    本案例研究描述了在等待护理人员时使用冰巾方法的紧急应用,对于一名在远程工作现场遭受疑似劳力中暑的工人。
    冰巾能够被运送到偏远的现场,并由一名工人在可能危及生命的紧急情况的压力下成功应用。
    冰巾方法具有成本效益,可扩展,可运输,并迅速应用于基于现场的紧急情况。本案例研究证明了组织评估其热相关风险的重要性,并根据其独特设置的有效性和实用性来确定控件。
    UNASSIGNED: In the event of a severe occupational heat-related illness, paramedic assistance may not be immediately available. A worker\'s survival may depend on their co-workers access to efficacious field-based cooling modalities. One cooling method that has been claimed to be practical in field-based settings is the ice towel method.
    UNASSIGNED: This case study assessed the practicality of the ice towel method in an industrial setting, where criteria for use include cost effectiveness, portability, scalability, and implementation by a single worker under the stress of an emergency.
    UNASSIGNED: This case study describes the emergency application of the ice towel method while awaiting paramedics, for a worker suffering suspected exertional heat stroke on a remote job site.
    UNASSIGNED: Ice towels were able to be transported to a remote field site and applied successfully by a single worker under the stress of a potentially life-threatening emergency.
    UNASSIGNED: The ice towel method was cost effective, scalable, transportable, and rapidly applied in a field-based emergency. This case study demonstrates the importance of organizations assessing their heat-related risks, and determining controls based upon their efficacy and practicality for their unique setting.
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  • 文章类型: Journal Article
    背景:中暑(HS),与凝血系统的早期激活相关,并经常表现为血小板减少症,构成了重大的医疗保健挑战。了解24h内最低点血小板计数(PLT)与HS患者不良结局的关系对于优化管理策略至关重要。
    方法:这项回顾性队列研究,在六家三级医院进行,涉及诊断为HS并进入急诊科的患者。主要和次要结局包括院内死亡率和各种急性并发症,分别,使用逻辑回归模型评估最低点PLT与结果之间的关联。使用广义加性混合模型(GAMM)描述了PLT计数变化曲线,还进行了涉及2小时体温(BT)的其他分析。
    结果:在纳入的152例患者中,19人(12.5%)在医院死亡。24h内的最低PLT中位数为99.5(58.8-145.0)*10^9/L。值得注意的是,作为连续变量(10*10^9/L),最低血小板率与住院死亡率(OR0.76;95%CI0.64-0.91;P=0.003)和其他不良结局(如急性肾和肝损伤)显着相关,即使在对混杂因素进行调整之后。GAMM显示非存活组24小时内PLT下降更快,更显著,在2h时也观察到基于BT的微分PLT动力学。
    结论:24小时内的最低点PLT与HS患者的院内死亡率和各种不良结局有关。早期有效的冷却措施对这些协会产生了积极影响,强调它们在患者管理中的重要性。
    BACKGROUND: Heatstroke (HS), associated with the early activation of the coagulation system and frequently presenting with thrombocytopenia, poses a significant healthcare challenge. Understanding the relationship of nadir platelet count (PLT) within 24 h for adverse outcomes in HS patients is crucial for optimizing management strategies.
    METHODS: This retrospective cohort study, conducted in six tertiary care hospitals, involved patients diagnosed with HS and admitted to the emergency departments. The primary and secondary outcomes included in-hospital mortality and various acute complications, respectively, with logistic regression models utilized for assessing associations between nadir PLT and outcomes. The PLT count change curve was described using a generalized additive mixed model (GAMM), with additional analyses involving body temperature (BT) at 2 h also conducted.
    RESULTS: Of the 152 patients included, 19 (12.5%) died in-hospital. The median nadir PLT within 24 h was 99.5 (58.8-145.0)*10^9/L. Notably, as a continuous variable (10*10^9/L), nadir PLT was significantly associated with in-hospital mortality (OR 0.76; 95% CI 0.64-0.91; P = 0.003) and other adverse outcomes like acute kidney and liver injury, even after adjustment for confounders. GAMM revealed a more rapid and significant PLT decline in the non-survival group over 24 h, with differential PLT dynamics also observed based on BT at 2 h.
    CONCLUSIONS: Nadir PLT within 24 h were tied to in-hospital mortality and various adverse outcomes in HS patients. Early effective cooling measures demonstrated a positive impact on these associations, underscoring their importance in patient management.
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  • 文章类型: Journal Article
    由于全球变暖等因素,2022年中国西南地区中暑病例增加,异常温升,电力供应不足,和其他促成因素。这导致中暑患者经历不同程度的器官功能障碍的显着增加。本研究旨在分析ICU中暑患者的流行病学和临床结局,为标准化诊断和治疗提供支持,最终提高中暑的预后。
    回顾,多中心,对中国西南地区83家医院的ICU收治的中暑患者进行了描述性分析.电子病历用于数据收集,包括流行病学因素等各个方面,发病症状,并发症,实验室数据,并发感染,治疗,和患者结果。
    数据集主要包括经典的中暑,有477名男性(占总数的55%)。患者群体的中位年龄为72岁(范围:63-80岁)。最常见的初始症状是发烧,精神或行为异常,昏倒。ICU治疗涉及呼吸支持,抗生素,镇静剂,和其他干预措施。在700名ICU住院患者中,213例患者无感染,当487人被诊断出感染时,主要是下呼吸道感染。最初出现神经系统症状的患者(n=715)与没有神经系统症状的患者(n=104)相比,ICU死亡风险更高。比值比为2.382(95%CI1.665,4.870)(p=0.017)。
    2022年,中国西南地区大多数中风病人经历了经典中风病,许多人在进入ICU时感染。此外,中暑可导致多种并发症。
    An increase in Heatstroke cases occurred in southwest China in 2022 due to factors like global warming, abnormal temperature rise, insufficient power supply, and other contributing factors. This resulted in a notable rise in Heatstroke patients experiencing varying degrees of organ dysfunction. This descriptive study aims to analyze the epidemiology and clinical outcomes of Heatstroke patients in the ICU, providing support for standardized diagnosis and treatment, ultimately enhancing the prognosis of Heatstroke.
    A retrospective, multicenter, descriptive analysis was conducted on Heatstroke patients admitted to ICUs across 83 hospitals in southwest China. Electronic medical records were utilized for data collection, encompassing various aspects such as epidemiological factors, onset symptoms, complications, laboratory data, concurrent infections, treatments, and patient outcomes.
    The dataset primarily comprised classic heatstroke, with 477 males (55% of total). The patient population had a median age of 72 years (range: 63-80 years). The most common initial symptoms were fever, mental or behavioral abnormalities, and fainting. ICU treatment involved respiratory support, antibiotics, sedatives, and other interventions. Among the 700 ICU admissions, 213 patients had no infection, while 487 were diagnosed with infection, predominantly lower respiratory tract infection. Patients presenting with neurological symptoms initially (n = 715) exhibited higher ICU mortality risk compared to those without neurological symptoms (n = 104), with an odds ratio of 2.382 (95% CI 1.665, 4.870) (p = 0.017).
    In 2022, the majority of Heatstroke patients in southwest China experienced classical Heatstroke, with many acquiring infections upon admission to the ICU. Moreover, Heatstroke can result in diverse complications.
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  • 文章类型: Journal Article
    背景:劳力性中暑(EHS),一种致命的疾病,多器官功能障碍综合征(MODS)和高死亡率。目前,没有理想的因素预测EHS。在危重患者中观察到单核细胞人类白细胞DR抗原(mHLA-DR)降低,尤其是那些败血症患者。虽然大多数研究集中在EHS的促炎反应探索上,很少有关于免疫抑制的研究,在EHS中没有针对mHLA-DR的报告。本研究试图探讨mHLA-DR水平在EHS患者中的预后价值。
    方法:这是一项单中心回顾性研究。记录并分析2008年1月1日至2020年12月31日在南方战区总医院重症监护病房收治的EHS患者的临床资料。
    结果:最终纳入70例患者,54名幸存者和16名非幸存者。非幸存者的mHLA-DR水平(41.8%[38.1-68.1]%)显着低于幸存者(83.1%[67.6-89.4]%,p<0.001)。多因素Logistic回归分析显示,mHLA-DR(比值比[OR]=0.939;95%置信区间[CI]:0.892-0.988;p=0.016)和格拉斯哥昏迷量表(GCS)评分(OR=0.726;95%CI:0.591-0.892;p=0.002)是与EHS住院死亡率相关的独立危险因素。包含mHLA-DR和GCS的列线图显示出出色的辨别和校准能力。与传统的评分系统相比,将mHLA-DR与GCS合并的预测模型具有最高的曲线下面积(0.947,95%CI:[0.865-0.986])和Youden指数(0.8333),灵敏度100%,特异性83.33%,和更大的临床净收益。
    结论:EHS患者存在早期mHLA-DR降低的风险。开发了基于mHLA-DR与GCS的列线图,以促进早期识别和及时治疗具有潜在不良预后的个体。
    BACKGROUND: Exertional heatstroke (EHS), a fatal illness, pronounces multiple organ dysfunction syndrome (MODS) and high mortality rate. Currently, no ideal factor prognoses EHS. Decreased monocyte human leukocyte-DR antigen (mHLA-DR) has been observed in critically ill individuals, particularly in those with sepsis. While most research focus on the pro-inflammatory response exploration in EHS, there are few studies related to immunosuppression, and no report targeted on mHLA-DR in EHS. The present study tried to explore the prognostic value of mHLA-DR levels in EHS patients.
    METHODS: This was a single-center retrospective study. Clinical data of EHS patients admitted to the intensive care unit of the General Hospital of Southern Theatre Command between January 1, 2008, and December 31, 2020, were recorded and analyzed.
    RESULTS: Seventy patients with 54 survivors and 16 nonsurvivors were ultimately enrolled. Levels of mHLA-DR in the nonsurvivors (41.8% [38.1-68.1]%) were significantly lower than those in the survivors (83.1% [67.6-89.4]%, p < 0.001). Multivariate logistic regression indicated that mHLA-DR (odds ratio [OR] = 0.939; 95% confidence interval [CI]: 0.892-0.988; p = 0.016) and Glasgow coma scale (GCS) scores (OR = 0.726; 95% CI: 0.591-0.892; p = 0.002) were independent risk factors related with in-hospital mortality rate in EHS. A nomogram incorporated mHLA-DR with GCS demonstrated excellent discrimination and calibration abilities. Compared to the traditional scoring systems, the prediction model incorporated mHLA-DR with GCS had the highest area under the curve (0.947, 95% CI: [0.865-0.986]) and Youden index (0.8333), with sensitivity of 100% and specificity of 83.33%, and a greater clinical net benefit.
    CONCLUSIONS: Patients with EHS were at a risk of early experiencing decreased mHLA-DR early. A nomogram based on mHLA-DR with GCS was developed to facilitate early identification and timely treatment of individuals with potentially poor prognosis.
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  • 文章类型: Journal Article
    已经确定了高压氧(HBO)在治疗中暑(HS)动物中的益处。本研究旨在回顾性分析HBO对人类HS后多器官功能障碍的影响。
    收集了过去7年来我院收治的HS患者的回顾性数据。根据患者是否接受HBO治疗进行分组。这项研究比较了各种因素,包括序贯器官衰竭评估(SOFA)和急性生理和慢性健康评估-Ⅱ(APACHE-Ⅱ)评分,死亡率,神经功能评分,血清心肌酶水平,肝脏,肾,和凝血功能指标,血常规结果,电解质水平,治疗前及治疗2周、4周后标准日常生活能力的改良Barthel指数(MBI)评分。
    HBO组和对照组的死亡率分别为0%和8.49%,分别。一被录取,HBO组有较高的SOFA和APACHE-Ⅱ评分和较低的神经,凝血,和肝功能比对照组。HBO治疗显著改善SOFA,APACHE-Ⅱ,和神经系统评分,同时减轻丙氨酸转氨酶水平,天冬氨酸转氨酶,肌酐,和心肌酶。此外,减轻HS引起的淋巴细胞和血小板计数下降。HBO组治疗后MBI评分显著提高。
    临床实践提倡对重症患者进行HBO治疗,器官损伤,和神经损伤。与常规治疗相比,HBO联合治疗在缓解HS患者的多器官功能障碍和改善日常生活能力方面表现出优异的疗效。
    UNASSIGNED: The benefits of hyperbaric oxygen (HBO) in treating animals with heat stroke (HS) have been established. This study aims to retrospectively analyze the effect of HBO on multiple organ dysfunction following HS in humans.
    UNASSIGNED: Retrospective data were collected from patients with HS admitted to our hospital in the past 7 years. Patients were categorized into groups based on whether they received HBO therapy. The study compared various factors, including sequential organ failure assessment (SOFA) and acute physiology and chronic health evaluation-Ⅱ (APACHE-Ⅱ) scores, mortality rates, neurological function scores, serum myocardial enzyme levels, liver, kidney, and coagulation function indicators, blood routine results, electrolyte levels, and modified Barthel index (MBI) score for standard daily living ability before treatment and after 2 and 4 weeks of treatment.
    UNASSIGNED: The mortality rates in the HBO and control group were 0% and 8.49%, respectively. Upon admission, the HBO group had higher SOFA and APACHE-Ⅱ scores and lower neurological, coagulation, and liver functions than those of the control group. HBO treatment significantly improved SOFA, APACHE-Ⅱ, and neurological scores while relieving levels of alanine aminotransferase, aspartate aminotransferase, creatinine, and myocardial enzymes. Additionally, it mitigating lymphocyte and platelet count decline caused by HS. The MBI score was significantly enhanced after treatment in the HBO group.
    UNASSIGNED: Clinical practice advocates administering HBO therapy to patients with severe illness, organ damage, and nerve impairment. Compared with conventional treatment, combined HBO therapy demonstrated superior efficacy in alleviating multiple organ dysfunction and improving daily living ability in patients with HS.
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  • 文章类型: Observational Study
    背景:极端热暴露是一个日益严重的健康问题,热量对胃肠道(GI)的影响尚不清楚。本研究旨在评估与中暑相关的胃肠道症状的发生率及其对预后的影响。
    目的:评估与中暑相关的胃肠道症状的发生率及其对结局的影响。
    方法:纳入了83个中心因中暑进入重症监护病房(ICU)的患者。患者病史,实验室结果,和临床相关的结果记录在ICU入院时和每天直到第15天,ICU出院,或死亡。胃肠道症状,包括恶心/呕吐,腹泻,胀气,还有血淋淋的凳子,被记录下来。描述了伴有胃肠道症状的中暑患者的特征。进行多变量回归分析以确定胃肠道症状的重要预测因子。
    结果:共713例患者纳入最终分析,其中132名(18.5%)患者在ICU住院期间至少有一种胃肠道症状,而26人(3.6%)患有一种以上症状。与没有胃肠道症状的患者相比,有胃肠道症状的患者的ICU停留时间明显更高。同时有两种或两种以上胃肠道症状的患者死亡率明显高于有一种胃肠道症状的患者。多变量logistic回归分析显示,入院时GCS评分较低的老年患者更容易出现胃肠道症状。
    结论:中暑的胃肠道表现很常见,并且似乎会影响临床相关的住院结局。
    BACKGROUND: Extreme heat exposure is a growing health problem, and the effects of heat on the gastrointestinal (GI) tract is unknown. This study aimed to assess the incidence of GI symptoms associated with heatstroke and its impact on outcomes.
    OBJECTIVE: To assess the incidence of GI symptoms associated with heatstroke and its impact on outcomes.
    METHODS: Patients admitted to the intensive care unit (ICU) due to heatstroke were included from 83 centres. Patient history, laboratory results, and clinically relevant outcomes were recorded at ICU admission and daily until up to day 15, ICU discharge, or death. GI symptoms, including nausea/vomiting, diarrhoea, flatulence, and bloody stools, were recorded. The characteristics of patients with heatstroke concomitant with GI symptoms were described. Multivariable regression analyses were performed to determine significant predictors of GI symptoms.
    RESULTS: A total of 713 patients were included in the final analysis, of whom 132 (18.5%) patients had at least one GI symptom during their ICU stay, while 26 (3.6%) suffered from more than one symptom. Patients with GI symptoms had a significantly higher ICU stay compared with those without. The mortality of patients who had two or more GI symptoms simultaneously was significantly higher than that in those with one GI symptom. Multivariable logistic regression analysis revealed that older patients with a lower GCS score on admission were more likely to experience GI symptoms.
    CONCLUSIONS: The GI manifestations of heatstroke are common and appear to impact clinically relevant hospitalization outcomes.
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  • 文章类型: Multicenter Study
    先前的研究表明,静脉注射生理盐水(NS)可能与急性肾损伤(AKI)的发生率有关。本研究旨在评估中暑(HS)患者NS输注量与AKI之间的关系。
    这项多中心回顾性队列研究包括138例HS患者。主要结果是AKI的发生率。次要结果包括需要连续性肾脏替代疗法(CRRT),入住重症监护病房(ICU),在ICU和医院的住院时间,和住院死亡率。多元回归模型,随机森林插补,遗传和倾向评分匹配用于探索NS输注与结局之间的关系。
    急诊科(ED)的NS输注量平均为3.02±1.45L。33例(23.91%)患者发生AKI。在多变量模型中,作为连续变量(每1L),NS输注量与AKI的发生率相关(OR,2.51;95%CI,1.43-4.40;p=.001),入住ICU(或,3.46;95%CI1.58-7.54;p=0.002),和ICU住院时间(β,1.00天;95%CI,0.44-1.56;p<.001)和医院(β,1.41天;95%CI,0.37-2.45;p=.008)。这些关系也存在于森林归因队列和匹配队列中。使用CRRT或住院死亡率没有差异。
    NS输注量与AKI发生率的显着增加有关,入住ICU,HS患者在ICU和医院的住院时间。
    UNASSIGNED: Previous studies have shown that intravenous normal saline (NS) may be associated with the incidence of acute kidney injury (AKI). This study aimed to evaluate the association between the volume of NS infusion and AKI in heat stroke (HS) patients.
    UNASSIGNED: This multicenter retrospective cohort study included 138 patients with HS. The primary outcome was the incidence of AKI. Secondary outcomes included the need for continuous renal replacement therapy (CRRT), admission to the intensive care unit (ICU), length of stay in the ICU and hospital, and in-hospital mortality. Multivariate regression models, random forest imputation, and genetic and propensity score matching were used to explore the relationship between NS infusion and outcomes.
    UNASSIGNED: The mean volume of NS infusion in the emergency department (ED) was 3.02 ± 1.45 L. During hospitalization, 33 patients (23.91%) suffered from AKI. In the multivariate model, as a continuous variable (per 1 L), the volume of NS infusion was associated with the incidence of AKI (OR, 2.51; 95% CI, 1.43-4.40; p = .001), admission to the ICU (OR, 3.46; 95% CI 1.58-7.54; p = .002), and length of stay in the ICU (β, 1.00 days; 95% CI, 0.44-1.56; p < .001) and hospital (β, 1.41 days; 95% CI, 0.37-2.45; p = .008). These relationships also existed in the forest imputation cohort and matching cohort. There were no differences in the use of CRRT or in-hospital mortality.
    UNASSIGNED: The volume of NS infusion was associated with a significant increase in the incidence of AKI, admission to the ICU, and length of stay in the ICU and hospital among patients with HS.
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  • 文章类型: Journal Article
    经典中暑(CHS)是一种威胁生命的疾病,其特征是极端高热,中枢神经系统功能障碍和多器官功能衰竭。准确的预测模型在治疗决策过程和风险分层中很有用。本研究旨在开发和外部验证CHS住院患者的生存预测模型。在这项回顾性研究中,我们纳入了2022年6月至2022年9月在四川西南部3家医院(训练队列)和四川中部1家医院(外部验证队列)住院的CHS患者.在训练队列中,使用最小绝对收缩和选择操作员(LASSO)回归分析和多变量Cox回归分析确定预后因素。基于确定的预后因素,建立了预测模型。并建立了可视化的列线图。利用接受者操作者特征(ROC)曲线(AUC)和校准曲线下的面积来评估模型在训练和外部验证队列中的预后表现。采用Kaplan-Meier法计算生存率。共有225名患者(中位年龄,74[68-80]年)被包括在内。社会孤立,自理能力,合并症,体温,心率,格拉斯哥昏迷量表(GCS),降钙素原(PCT),在住院CHS患者中,谷草转氨酶(AST)和腹泻与不良预后显著或接近显著相关.训练和验证队列中模型的AUC为0.994(95%[CI],0.975-0.999)和0.901(95%[CI],0.769-0.968),分别。模型的预测和实际观察表明,关于7天生存概率的校准曲线具有很强的一致性。根据K-M生存图,在训练队列和外部验证队列中,低危组和高危组之间的生存率存在显著差异.我们设计并外部验证了CHS的预后预测模型。该模型具有良好的预测性能,可应用于临床实践中管理CHS患者。
    Classic heatstroke (CHS) is a life-threatening illness characterized by extreme hyperthermia, dysfunction of the central nervous system and multiorgan failure. Accurate predictive models are useful in the treatment decision-making process and risk stratification. This study was to develop and externally validate a prediction model of survival for hospitalized patients with CHS. In this retrospective study, we enrolled patients with CHS who were hospitalized from June 2022 to September 2022 at 3 hospitals in Southwest Sichuan (training cohort) and 1 hospital in Central Sichuan (external validation cohort). Prognostic factors were identified utilizing least absolute shrinkage and selection operator (LASSO) regression analysis and multivariate Cox regression analysis in the training cohort. A predictive model was developed based on identified prognostic factors, and a nomogram was built for visualization. The areas under the receiver operator characteristic (ROC) curves (AUCs) and the calibration curve were utilized to assess the prognostic performance of the model in both the training and external validation cohorts. The Kaplan‒Meier method was used to calculate survival rates. A total of 225 patients (median age, 74 [68-80] years) were included. Social isolation, self-care ability, comorbidities, body temperature, heart rate, Glasgow Coma Scale (GCS), procalcitonin (PCT), aspartate aminotransferase (AST) and diarrhea were found to have a significant or near-significant association with worse prognosis among hospitalized CHS patients. The AUCs of the model in the training and validation cohorts were 0.994 (95% [CI], 0.975-0.999) and 0.901 (95% [CI], 0.769-0.968), respectively. The model\'s prediction and actual observation demonstrated strong concordance on the calibration curve regarding 7-day survival probability. According to K‒M survival plots, there were significant differences in survival between the low-risk and high-risk groups in the training and external validation cohorts. We designed and externally validated a prognostic prediction model for CHS. This model has promising predictive performance and could be applied in clinical practice for managing patients with CHS.
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  • 文章类型: Journal Article
    这项全国性多中心研究的目的是确定入住重症监护病房(ICU)的中暑患者与院内死亡率相关的危险因素,并建立用于预后预测的列线图。
    对全国多个中心的被诊断为中暑的ICU患者的临床数据进行了回顾性分析。进行了单变量和多变量逻辑回归分析,以确定住院死亡率的重要危险因素。根据多变量分析的结果,我们构建了一个列线图来估计个体化死亡概率.对列线图进行了内部验证,并使用受试者工作特性(ROC)曲线评估其性能,校准图,和决策曲线分析(DCA)。
    本研究共纳入了292例ICU中暑患者。三个危险因素,即Cr(肌酐),AST(天冬氨酸转氨酶),和SBP(收缩压),被发现与住院死亡率显著相关。这些风险因素被纳入列线图,显示出良好的辨别能力(训练和验证队列的ROC曲线下面积分别为0.763和0.739)和校准.内部验证和决策曲线分析证实了列线图的稳定性和可靠性。
    这项全国性的多中心研究确定了ICU中暑患者院内死亡的关键危险因素。所开发的列线图提供了对死亡风险的个性化预测,并且可以作为临床医生评估和管理ICU中暑患者的有价值的工具。
    UNASSIGNED: The aim of this nationwide multicenter study was to ascertain the risk factors associated with in-hospital mortality in patients with heat stroke admitted to intensive care units (ICUs) and to develop a nomogram for prognostic prediction.
    UNASSIGNED: A retrospective analysis was conducted on clinical data collected from ICU patients diagnosed with heat stroke across multiple centers nationwide. Univariate and multivariate logistic regression analyses were performed to identify significant risk factors for in-hospital mortality. Based on the results of the multivariate analysis, a nomogram was constructed to estimate the individualized probability of mortality. Internal validation of the nomogram was performed, and its performance was assessed using receiver operating characteristic (ROC) curves, calibration plots, and decision curve analysis (DCA).
    UNASSIGNED: A total of 292 ICU patients with heat stroke were included in this study. Three risk factors, namely Cr (creatinine), AST (aspartate aminotransferase), and SBP (systolic blood pressure), were found to be significantly associated with in-hospital mortality. These risk factors were incorporated into the nomogram, which exhibited good discriminative ability (area under the ROC curve of the training and validation cohorts were 0.763 and 0.739, respectively) and calibration. Internal validation and decision curve analysis confirmed the stability and reliability of the nomogram.
    UNASSIGNED: This nationwide multicenter study identified key risk factors for in-hospital mortality in ICU patients with heat stroke. The developed nomogram provides an individualized prediction of mortality risk and can serve as a valuable tool for clinicians in the assessment and management of ICU patients with heat stroke.
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  • 文章类型: Journal Article
    背景:热波是全球主要的健康问题。包括中国在内的许多国家在2022年夏季遭受了创纪录的热浪,这可能对人口健康或寻求健康信息的行为产生重大影响,但尚待研究。
    方法:我们从百度搜索引擎(类似于Google搜索引擎)中获得了寻求健康信息的数据。数据包括2021年至2022年针对特定城市的日常搜索查询(也称为百度搜索索引),包括中暑,医院就诊,心血管疾病和糖尿病,呼吸系统疾病,心理健康和泌尿系统疾病。对于每个城市,2022年破纪录的热浪天数与2021年同一日历月的天数相匹配。
    结果:2022年破纪录的热浪袭击了中国大陆的大多数城市(83.64%)。平均热浪持续时间为13天,最高温度比2021年高3.60°C(p<0.05)。我们观察到寻求呼吸道疾病信息的人群行为增加(RR=1.014,95%CI:1.008至1.020),泌尿系统疾病(RR=1.011,95%CI:1.006至1.016)和中暑(RR=1.026,95%CI:1.016至1.036)与2022年的热浪强度(每增加1°C)相关。2022年的热浪持续时间(每增加1天)也与寻求心血管疾病和糖尿病信息的增加有关(RR=1.003,95%CI:1.002至1.004),泌尿系疾病(RR=1.005,95%CI:1.002至1.008),心理健康(RR=1.009,95%CI:1.006至1.012)和中暑(RR=1.038,95%CI:1.032至1.043)。然而,2022年热浪强度和持续时间对健康信息寻求行为的影响存在显著的地域差异.
    结论:这项信息流行病学研究表明,2022年夏季中国大陆前所未有的热浪显着增加了人口对健康相关信息的需求,尤其是中暑,泌尿系统疾病和心理健康。迫切需要对实时疾病数据进行基于人群的研究,以估计中国大陆和其他地区异常热浪对健康的负面影响。
    Heatwave is a major global health concern. Many countries including China suffered a record-breaking heatwave during the summer of 2022, which may have a significant effect on population health or health information-seeking behaviours but is yet to be examined.
    We derived health information-seeking data from the Baidu search engine (similar to Google search engine). The data included city-specific daily search queries (also referred to Baidu Search Index) for heat-sensitive diseases from 2021 to 2022, including heatstroke, hospital visits, cardiovascular diseases and diabetes, respiratory diseases, mental health and urological diseases. For each city, the record-breaking heatwave days in 2022 were matched to days in the same calendar month in 2021.
    The 2022 record-breaking heatwave hit most cities (83.64%) in Mainland China. The average heatwave duration was 13 days and the maximum temperature was 3.60°C higher than that in 2021 (p<0.05). We observed increased population behaviours of seeking information on respiratory diseases (RR=1.014, 95% CI: 1.008 to 1.020), urological diseases (RR=1.011, 95% CI: 1.006 to 1.016) and heatstroke (RR=1.026, 95% CI: 1.016 to 1.036) associated with the heatwave intensity in 2022 (per 1°C increase). The heatwave duration in 2022 (per 1 day increase) was also associated with an increase in seeking information on cardiovascular diseases and diabetes (RR=1.003, 95% CI: 1.002 to 1.004), urological diseases (RR=1.005, 95% CI: 1.002 to 1.008), mental health (RR=1.009, 95% CI: 1.006 to 1.012) and heatstroke (RR=1.038, 95% CI: 1.032 to 1.043). However, there were substantial geographical variations in the effect of the 2022 heatwave intensity and duration on health information-seeking behaviours.
    This infodemiology study suggests that the 2022 summer unprecedented heatwave in Mainland China has significantly increased population demand for health-related information, especially for heatstroke, urological diseases and mental health. Population-based research of real-time disease data is urgently needed to estimate the negative health impact of the exceptional heatwave in Mainland China and elsewhere.
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