asthma control

哮喘控制
  • 文章类型: Journal Article
    本研究旨在评估母亲对哮喘管理知识对巴勒斯坦哮喘患儿生活质量和哮喘控制的影响。
    这项横断面研究是由巴勒斯坦四家主要公立医院的哮喘儿童母亲进行的。通过计算机化系统随机选择了总共220名母亲。使用小儿哮喘生活质量(PAQLQ)收集数据,哮喘控制测试(ACT),以及哮喘管理问卷的母亲自我实践和知识(SPK)。使用SPSS(V25)进行统计学分析。
    共有220名哮喘儿童的母亲被随机选择并邀请参加,但182人同意参加,反应率为83%。参与儿童的平均年龄为9.7±2.72岁,母亲的平均年龄为34.5±9.6岁。QoL的平均得分为7分的3.91(SD±1.61)。大多数参与儿童患有不受控制的哮喘,ACT的总平均得分为14.13(SD±5.23)。母亲SPK水平的平均得分为2.12(SD±0.83),总平均得分为42.13±3.68,共68分,这表明知识水平中等,母亲SPK与儿童QoL之间存在很强的相关性。
    调查显示,哮喘患儿的母亲有中度SPK,儿童哮喘未得到控制,QoL较差。这些研究结果表明,制定教育计划,以提高父母的哮喘相关知识和技能,以改善其子女的哮喘相关生活质量和哮喘控制。
    UNASSIGNED: This study aimed to evaluate the effect of mothers\' knowledge about asthma management on quality of life and asthma control among children with asthma in Palestine.
    UNASSIGNED: This cross-sectional study was carried out by mothers of children with asthma in Palestine in four major public hospitals. Mothers of a total of 220 were selected randomly via a computerized system. Data were collected using Pediatric Asthma Quality of Life (PAQLQ), an Asthma Control Test (ACT), and the mothers\' Self-Practices and Knowledge (SPK) of asthma management questionnaire. Statistical analysis was performed using SPSS (V25).
    UNASSIGNED: A total of 220 mothers of children with asthma were randomly selected and invited to participate but 182 agreed to participate, with a response rate of 83%. The mean age of participant children was 9.7 ± 2.72 years, and the mean age of mothers was 34.5 ± 9.6 years. The mean score of the QoL was 3.91(SD ± 1.61) out of 7. Most participant children had uncontrolled asthma with a total mean score of 14.13(SD ± 5.23) on the ACT. The mean score of mothers\' SPK level was 2.12(SD ± 0.83) with a total mean score of 42.13 ± 3.68 out of 68, which indicated a moderate level of knowledge and there was a strong correlation between mothers\' SPK and children\'s QoL.
    UNASSIGNED: The investigation showed that mothers of children with asthma had moderate SPK, and the children had uncontrolled asthma with poor QoL. These findings suggest developing educational initiatives to enhance parents\' asthma-related knowledge and skills to improve their children\'s asthma-related quality of life and asthma control.
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  • 文章类型: Journal Article
    背景:呼吸功能失调(DB)是一种主要的哮喘合并症;然而,它在日本没有得到很好的认可。此外,在哮喘人群中很少有报道,其临床特征尚不清楚。我们旨在阐明DB作为日本哮喘患者合并症的临床特征。在日本三个地区的医疗机构对哮喘患者进行了问卷调查(Niigata,熊本,和东京)。
    方法:这项横断面问卷调查是针对定期到医疗机构及其医生就诊的哮喘患者,于2021年9月至11月进行的。问卷涉及控制状况和治疗方法。使用Nijmegen问卷(NQ)评估DB的诊断。
    结果:有2087名符合条件的参与者。根据他们的NQ分数,217例患者被分为DB组(NQ≥19)。在性别方面存在显着差异,疾病持续时间,哮喘控制测试(ACT)评分,患者健康问卷-9(PHQ-9)评分,2型生物标志物,肺功能指标,治疗方法,严重程度,DB组和非DB组之间的前一年哮喘加重。在多变量分析中,性别差异显著,疾病持续时间(≥15年),ACT分数(<20),和PHQ-9评分(≥10)。使用DB对病例进行聚类分析,将人口分为四个簇。
    结论:患有DB的哮喘人群表现出多种特征,包括抑郁症和控制不佳的哮喘。需要进一步的大规模介入调查和更长的随访时间来验证这些发现。
    BACKGROUND: Dysfunctional breathing (DB) is a major asthma comorbidity; however, it is not well recognized in Japan. Moreover, it has rarely been reported in the asthma population, and its clinical characteristics are unclear. We aimed to clarify the clinical characteristics of DB as a comorbidity in patients with asthma in Japan. Questionnaire surveys were conducted among patients with asthma at medical facilities in three regions of Japan (Niigata, Kumamoto, and Tokyo).
    METHODS: This cross-sectional questionnaire survey targeting patients with asthma who had regularly visited medical institutions and their doctors was conducted from September to November 2021. The questionnaire addressed the control status and method of treatment. The diagnosis of DB was evaluated using the Nijmegen questionnaire (NQ).
    RESULTS: There were 2087 eligible participants. Based on their NQ scores, 217 patients were classified into the DB group (NQ ≥ 19). There were significant differences with respect to sex, disease duration, Asthma Control Test (ACT) scores, Patient Health Questionnaire-9 (PHQ-9) scores, type-2 biomarkers, pulmonary function indices, treatment methods, severity, and asthma exacerbations in the previous year between the DB and non-DB groups. In the multivariate analysis, there were significant differences in sex, disease duration (≥15 y), ACT scores (<20), and PHQ-9 scores (≥10). The cluster analysis of cases with DB classified the population into four clusters.
    CONCLUSIONS: The asthma population with DB exhibited several characteristics, including depression and poorly controlled asthma. Further large-scale interventional investigations with longer follow-up periods are necessary to verify these findings.
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  • 文章类型: Journal Article
    背景:呼吸和有氧运动是改善哮喘患者哮喘控制和生活质量的最推荐的非药物治疗方法。然而,在这些结局中联合使用两种干预措施的益处从未得到检验.
    目的:我们旨在评估有氧运动和呼吸运动联合对中度至重度哮喘患者哮喘控制的影响。
    方法:将中度至重度哮喘患者随机分为有氧+肌肉拉伸组(对照组(CG),n=25)或有氧+呼吸运动组(实验组(EG),n=26)。有氧运动是使用Buteyko技术通过恒定负荷训练和呼吸运动进行的。培训计划持续了20个疗程。所有个体在哮喘控制干预前后进行盲目评估,与健康相关的生活质量,焦虑和抑郁症状,睡眠质量,换气过度,锻炼能力,肺功能,身体活动的水平,和胸腹运动学。使用双向重复测量方差分析测试组x时间相互作用。使用Pearson相关性检验来检验结果之间的关联。
    结果:两组基线相似(均p>0.05)。干预之后,比较EG和CG,所有结局均无组间差异.
    结论:这些结果表明,有氧运动和呼吸运动的结合并不能改善哮喘的控制,社会心理症状,睡眠质量,换气过度,锻炼能力,肺功能,与单纯有氧运动相比,中度至重度哮喘患者的日常身体或胸腹运动学水平。
    背景:ClinicalTrials.gov,NCT04412720。
    BACKGROUND: Breathing and aerobic exercises are the most recommended nonpharmacological treatments to improve asthma control and quality of life in patients with asthma. However, the benefits of combining both interventions in these outcomes have never been tested.
    OBJECTIVE: We aimed to evaluate the effects of the combination of aerobic and breathing exercises on asthma control in individuals with moderate-to-severe asthma.
    METHODS: Individuals with moderate-to-severe asthma were randomly assigned to the aerobic + muscle-stretching group (Control group (CG), n=25) or aerobic + breathing exercises group (Experimental group (EG), n=26). The aerobic exercise was performed using constant-load training and breathing exercises using the Buteyko technique. The training program lasted 20 sessions. All individuals were blindly assessed before and after the interventions for asthma control, health-related quality of life, anxiety and depression symptoms, sleep quality, hyperventilation, exercise capacity, lung function, levels of physical activity, and thoracoabdominal kinematics. Group x time interactions were tested using a two-way repeated measures analysis of variance. Pearson\'s correlation test was used to test the association between outcomes.
    RESULTS: The groups were similar at baseline (all p>0.05). After the intervention, there were no between-group differences for all outcomes comparing EG and CG.
    CONCLUSIONS: These results suggest that a combination of aerobic and breathing exercises did not improve asthma control, psychosocial symptoms, sleep quality, hyperventilation, exercise capacity, lung function, levels of daily physical or thoracoabdominal kinematics compared with aerobic exercise alone in individuals with moderate-to-severe asthma.
    BACKGROUND: ClinicalTrials.gov, NCT04412720.
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  • 文章类型: Journal Article
    背景:在第三阶段VOYAGE(NCT02948959)中,dupilumab在未控制的儿童(6-11岁)中显示出临床疗效,安全性可接受,中度至重度2型哮喘(血嗜酸性粒细胞≥150个细胞/μL或呼出气一氧化氮分数≥20ppb).
    目的:我们在基线时分析了dupilumab在高剂量或中剂量吸入糖皮质激素(ICS)治疗2型哮喘患儿的疗效。
    方法:儿童随机接受每2周添加dupilumab100/200mg(按体重≤30kg/>30kg)或安慰剂治疗52周,并在基线时按高或中剂量ICS分层。终点是年化严重加重率,1秒内预测的用力呼气量百分比(ppFEV1)和7项哮喘控制问卷相对于基线的变化-采访者管理(ACQ-7-IA)评分,ACQ-7-IA反应者的比例(改善≥0.5),和生物标志物的变化。
    结果:在基线时接受高(n=152)或中(n=195)剂量ICS的儿童中,dupilumab与安慰剂相比,严重加重率降低了63%(P<.001)和59%(P=.003),分别。在第52周,dupilumab与安慰剂相比,通过最小二乘平均差将ppFEV1提高了5.7个百分点(P=.02)和9.35个百分点(P<.001),ACQ-7-IA得分降低了0.53分(P<.001)和0.40分(P<.001),分别。在第52周没有检测到ICS亚组之间的显著治疗相互作用。在ACQ-7-IA应答率和大多数2型生物标志物水平中观察到显著改善。
    结论:Dupilumab降低了未控制儿童的严重急性发作率,改善了肺功能和哮喘控制,中度至重度2型哮喘,无论基线时的ICS剂量如何。
    BACKGROUND: In phase 3 VOYAGE (NCT02948959), dupilumab showed clinical efficacy with an acceptable safety profile in children (6-11 years) with uncontrolled, moderate-to-severe type 2 asthma (blood eosinophils ≥150 cells/μL or fractional exhaled nitric oxide ≥20 ppb).
    OBJECTIVE: We analyzed dupilumab\'s efficacy in children with type 2 asthma by high- or medium-dose inhaled corticosteroids (ICS) at baseline.
    METHODS: Children were randomized to receive add-on dupilumab 100/200 mg (by body-weight ≤30 kg/>30 kg) every 2 weeks or placebo for 52 weeks and stratified by high- or medium-dose ICS at baseline. Endpoints were annualized severe exacerbation rate, changes from baseline in percent-predicted forced expiratory volume in 1 second (ppFEV1) and 7-item Asthma Control Questionnaire - Interviewer Administered (ACQ-7-IA) score, proportions of ACQ-7-IA responders (improvement ≥0.5), and biomarker changes.
    RESULTS: In children receiving high- (n = 152) or medium- (n = 195) dose ICS at baseline, dupilumab versus placebo reduced severe exacerbation rates by 63% (P < .001) and 59% (P = .003), respectively. At week 52, dupilumab improved ppFEV1 by least squares mean difference versus placebo of 5.7 percentage points (P = .02) and 9.35 points (P < .001), and reduced ACQ-7-IA scores by 0.53 points (P < .001) and 0.40 points (P < .001), respectively. No significant treatment interactions between ICS subgroups were detected at week 52. Significant improvements were observed in ACQ-7-IA responder rates and most type 2 biomarker levels.
    CONCLUSIONS: Dupilumab reduced severe exacerbation rates and improved lung function and asthma control in children with uncontrolled, moderate-to-severe type 2 asthma, regardless of ICS dose at baseline.
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  • 文章类型: Journal Article
    哮喘是一种常见的慢性疾病,对全球疾病负担和经济成本做出了重大贡献。尽管在治疗方面取得了进展,疾病管理不足和对缓解药物的依赖导致可预防的死亡.远程医疗,定义为使用信息和通信技术来改善医疗保健,引起了全球的关注,特别是在COVID-19大流行期间。本系统综述研究了家庭监测系统在管理严重哮喘中的有效性。在PubMed进行了系统的文献检索,WebofScience,Scopus,和Cochrane图书馆,专注于2014年至2024年的研究。分析了14项涉及9093名患者的研究。结果表明,远程医疗,通过移动应用程序和便携式肺活量计等工具,积极影响哮喘控制,自我管理,和生活质量。家庭肺活量测定,特别是,与临床肺活量测定有很强的一致性,为连续监测提供了一个可行的替代方案。数字教练和基于机器学习的远程医疗应用也显示出改善哮喘结局的巨大潜力。然而,技术可访问性等挑战,数据隐私,对标准化协议的需求仍然存在。这篇综述强调了远程医疗在哮喘管理中的前景,并呼吁进一步研究以优化其实施并解决现有障碍。
    Asthma is a prevalent chronic disease, contributing significantly to the global burden of disease and economic costs. Despite advances in treatment, inadequate disease management and reliance on reliever medications lead to preventable deaths. Telemedicine, defined as the use of information and communication technology to improve healthcare access, has gained global attention, especially during the COVID-19 pandemic. This systematic review examines the effectiveness of home monitoring systems in managing severe asthma. A systematic literature search was conducted in PubMed, Web of Science, Scopus, and Cochrane Library, focusing on studies from 2014 to 2024. Fourteen studies involving 9093 patients were analyzed. The results indicate that telemedicine, through tools such as mobile applications and portable spirometers, positively impacts asthma control, self-management, and quality of life. Home spirometry, in particular, shows strong agreement with clinic spirometry, offering a feasible alternative for continuous monitoring. Digital coaching and machine learning-based telemedicine applications also demonstrate significant potential in improving asthma outcomes. However, challenges such as technology accessibility, data privacy, and the need for standardized protocols remain. This review highlights the promise of telemedicine in asthma management and calls for further research to optimize its implementation and address existing barriers.
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  • 文章类型: Journal Article
    衰老意味着肺功能的变化,免疫系统,以及呼吸和呼吸外合并症。很少有研究专门讨论年龄与严重哮喘负担和控制的相关性。我们旨在评估年龄是否作为哮喘严重程度的独立决定因素,在临床方面,功能,和炎症特征,并探索导致不同年龄段疾病控制更加困难的潜在辅助因素。
    来自意大利重症哮喘网络(SANI)注册的患者根据年龄进行回顾性分组。根据四分位数确定年龄的临界值,以获得每组可比的患者人数。为了简单起见,然后四舍五入。
    总的来说,1805例重度哮喘患者进行分析。肺功能是最重要的年龄相关变量。相反,哮喘控制水平在年龄范围之间的分布没有差异。在年轻人中,存在与特应性相关的合并症(过敏性鼻炎,特应性皮炎)占主导地位,而全身代谢和退行性合并症如糖尿病,心血管疾病,焦虑抑郁综合征,骨质疏松症在老年人中普遍存在。支气管扩张和睡眠障碍与年龄显著相关。
    尽管它不能被认为是可治疗的特征,我们的研究表明,年龄应该以个性化的方法评估严重哮喘患者,以提供更好的临床概况和更量身定制的治疗策略。
    UNASSIGNED: Aging implies changes in terms of lung function, immune system, and respiratory and extra-respiratory comorbidities. Few studies have specifically addressed the relevance of age on severe asthma burden and control. We aimed to evaluate whether age acts as an independent determinant of asthma severity, in terms of clinical, functional, and inflammatory profile, and to explore potential cofactors that contribute to a more difficult disease control in different age groups.
    UNASSIGNED: Patients from Severe Asthma Network Italy (SANI) registry were retrospectively divided in subgroups according to their age. Cutoffs for age were established according to quartiles in order to obtain a comparable number of patients for each group, and then rounded for the sake of simplicity.
    UNASSIGNED: Overall, 1805 severe asthma patients were analyzed. Lung function represented the most important age-related variable. On the opposite the level of asthma control was not differently distributed among age ranges. In young people the presence of atopy-related comorbidities (allergic rhinitis, atopic dermatitis) predominated, whilst systemic-metabolic and degenerative comorbidities such as diabetes, cardiovascular diseases, anxious-depressive syndrome, and osteoporosis prevailed in elderly. Bronchiectasis and sleep disturbances were significantly associated with age.
    UNASSIGNED: Despite that it cannot be considered a treatable trait, our study suggests that age should be evaluated within a personalized approach to severe asthma patients, in order to provide a better clinical profiling and a more tailored treatment strategy.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    背景:小气道功能障碍不仅影响哮喘控制,而且对哮喘患者的心理和/或社会活动也有不良影响。然而,很少有长期观察性研究探讨哮喘急性发作患者小气道功能障碍与哮喘控制和健康相关生活质量之间的复杂关系.
    方法:该研究招募了223名哮喘加重患者(即在过去一年中至少有一次哮喘发作的患者)和228名哮喘未加重患者(即在过去一年中没有哮喘发作的患者)。我们使用脉冲振荡法评估了哮喘急性发作患者的SAD。在随访一年内的每个评估时间点,主治医师对患者进行病例调查。我们分析了SAD与一般特征(年龄,肥胖,吸烟史),2型炎症(血液嗜酸性粒细胞,呼出一氧化氮),哮喘急性发作患者的FEV1以及哮喘控制(ACT)和健康相关生活质量(mini-AQLQ),并构建了一个结构方程模型来评估这些临床变量的因果关系。
    结果:哮喘加重患者的SAD患病率高达75%。SAD与哮喘控制不佳和健康相关的生活质量差有关。结构方程模型表明,年龄,肥胖,FeNO,FEV1是SAD的独立预测因子。SAD是哮喘控制的主要决定因素,进而影响与健康相关的生活质量。FEV1和年龄直接影响哮喘控制,并通过哮喘控制影响健康相关的生活质量。此外,FEV1与小气道功能障碍之间以及哮喘控制与健康相关生活质量之间存在双向关系.
    结论:小气道在哮喘的早期阶段就有影响。小气道功能异常可显著增加哮喘患者的气道阻力,同时恶化他们的临床症状。此外,衰老也是哮喘控制的关键危险因素.尤其是,小气道功能障碍将哮喘控制与健康相关生活质量联系起来.
    BACKGROUND: Small airway dysfunction not only affects asthma control, but also has adverse effects on the psychological and/or social activities of asthma patients. However, few long-term observational studies have explored the complex relationship between small airway dysfunction and asthma control and health-related quality of life in patients with asthma exacerbations.
    METHODS: The study recruited 223 patients with exacerbations of asthma (i.e. those with at least one asthma attack over the past year) and 228 patients without exacerbations of asthma (i.e. those without asthma attacks over the past year). We evaluated SAD in patients with asthma exacerbations using impulse oscillometry method. At each evaluation time point within one year of follow-up, the attending physician conducts a case investigation of the patients. We analyzed the correlation between SAD and general characteristics (age, obesity, smoking history), type 2 inflammation (blood eosinophils, exhaled nitric oxide), FEV1, as well as asthma control (ACT) and health-related quality of life (mini-AQLQ) in patients with asthma exacerbations, and constructed a structural equation model to evaluate the causality of these clinical variables.
    RESULTS: The SAD prevalence in patients with asthma exacerbation is as high as 75%. SAD is connected with poor asthma control and poor health-related quality of life. The structural equation model indicates that age, obesity, FeNO, and FEV1 are independent predictive factors of SAD. SAD is the main determinant factor of asthma control, which in turn affected health-related quality of life. FEV1 and age directly affect asthma control and affect health-related quality of life through asthma control. In addition, there is a bidirectional relationship between FEV1 and small airway dysfunction and between asthma control and health-related quality of life.
    CONCLUSIONS: Small airways are involved from an early stage in asthma. Abnormal function of the small airways can significantly increase airway resistance in asthma patients, while worsening their clinical symptoms. In addition, aging is also a key risk factor for asthma control. Especially, small airway dysfunction links asthma control with health-related quality of life.
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  • 文章类型: Journal Article
    背景:针对免疫球蛋白E(IgE)的免疫疗法,抗IgE治疗,已成为严重过敏性哮喘儿童的辅助治疗方法。开始抗IgE治疗后,总IgE无法监测治疗效果,因为目前的方法测量结合的和游离的IgE分子。嗜碱性粒细胞活化试验对于监测抗IgE治疗功效可能非常有用。本文的目的是评估嗜碱性粒细胞活化试验是否适用于调节抗IgE治疗。
    方法:根据抗IgE(奥马珠单抗)指南对20例IgE介导的重度过敏性哮喘患儿进行治疗。抽取血样检测总IgE,特异性IgE,在抗IgE治疗前和开始抗IgE治疗后4个月测量了IgE受体(FcεRI)数量和嗜碱性粒细胞敏感性.
    结果:20名儿童中的19名抗IgE治疗对症状评分有统计学意义和临床相关的影响,肺功能和药物治疗。所有20名儿童的嗜碱性粒细胞过敏原敏感性和血液嗜碱性粒细胞上的IgE受体(FcεRI)数量均显着降低。发现通过测量嗜碱性粒细胞上的嗜碱性粒细胞变应原敏感性和FceRI密度可以很好地控制抗IgE治疗。
    结论:这项队列研究证明了一种有希望的方法,测量嗜碱性粒细胞过敏原敏感性,特别是血液嗜碱性粒细胞FceRI密度,关于不同临床情况下的抗IgE治疗监测。没有在临床环境中评估这种方法的随机对照试验。
    BACKGROUND: Immune-based therapy targeting immunoglobulin E (IgE), anti-IgE treatment, has emerged as an adjunct treatment for children with severe allergic asthma. After start of anti-IgE treatment, an effect of the treatment cannot be monitored by Total-IgE, because current methods measure both bound and free IgE molecules. Basophil activation test may be very useful for monitoring anti-IgE treatment efficacy. The objective of this paper is to evaluate if basophil activation test is applicable in regulating the anti-IgE treatment.
    METHODS: A case series of 20 children with IgE-mediated severe allergic asthma were treated according to guidelines with anti-IgE (Omalizumab). Blood samples were drawn for total IgE, specific IgE, number of IgE receptors (FcεRI) and basophil sensitivity were measured at baseline before anti-IgE treatment and 4 months after initiation of anti-IgE treatment.
    RESULTS: A total of 19 out of 20 children had statistically significant and clinically relevant effects of anti-IgE treatment on symptom score, lung function and medication. All 20 children had a significant reduction in basophil allergen sensitivity and the number of IgE receptors (FcεRI) on blood basophils. Anti-IgE treatment was found to be well controlled by measuring basophil allergen sensitivity and FceRI density on blood basophils.
    CONCLUSIONS: This cohort study demonstrates a promising method, measuring basophil allergen sensitivity and in particular blood basophil FceRI density, concerning the monitoring of anti-IgE treatment in different clinical situations. There are no randomized controlled trials evaluating this method in clinical settings.
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  • 文章类型: Journal Article
    使用数字传感器技术(iPREDICT)开发了个性化预测疾病控制计划,用于使用数字技术进行哮喘管理。将设备集成到患者的日常生活中,以最小的设备负担通过测量基线健康状况的变化来建立哮喘控制的预测模型。
    为了建立研究参与者的基线疾病特征,检测与哮喘事件相关的基线变化,并评估能够从基线数据识别触发因素和预测哮喘控制变化的算法。还探索了患者的经验和对设备的依从性。
    这是一个多中心,观察,24周,在美国进行的概念验证研究。
    患者(12年)患有严重,不受控制的哮喘与肺活量计有关,生命体征监测仪,睡眠监视器,连接的吸入器装置,和两个带有嵌入式患者报告结果(PRO)问卷的移动应用程序。将预期数据与电子健康记录中的数据相关联,并传输到安全平台以开发预测算法。主要终点是哮喘事件:患者症状恶化(PRO);呼气峰值流量(PEF)<65%或1s内用力呼气量<80%;短效β2激动剂(SABA)使用增加(>8次/24小时或>4次/天/48小时)。对于每个端点,预测模型是在人群中构建的,子组,和个人水平。
    总的来说,选择了108例患者:66例(61.1%)完成,42例(38.9%)因未能响应/数据缺失而被排除。预测准确性取决于终点选择。人口水平模型在预测终点如PEF<65%方面的准确性较低。与特定过敏相关的亚组,哮喘触发因素,哮喘类型,加重治疗显示出很高的准确性,用最准确的,预测终点>4SABA抽吸/天/48小时。个体模型,为具有高终点重叠的患者构建,表现出显著的预测准确性,特别是对于PEF<65%和>4SABA粉扑/天/48小时。
    此多维数据集启用了population-,子组-,和个人层面的分析,为哮喘波动控制预测模型的发展提供概念验证证据.
    UNASSIGNED: The individualized PREdiction of DIsease Control using digital sensor Technology (iPREDICT) program was developed for asthma management using digital technology. Devices were integrated into daily lives of patients to establish a predictive model of asthma control by measuring changes from baseline health status with minimal device burden.
    UNASSIGNED: To establish baseline disease characteristics of the study participants, detect changes from baseline associated with asthma events, and evaluate algorithms capable of identifying triggers and predicting asthma control changes from baseline data. Patient experience and compliance with the devices were also explored.
    UNASSIGNED: This was a multicenter, observational, 24-week, proof-of-concept study conducted in the United States.
    UNASSIGNED: Patients (⩾12 years) with severe, uncontrolled asthma engaged with a spirometer, vital sign monitor, sleep monitor, connected inhaler devices, and two mobile applications with embedded patient-reported outcome (PRO) questionnaires. Prospective data were linked to data from electronic health records and transmitted to a secure platform to develop predictive algorithms. The primary endpoint was an asthma event: symptom worsening logged by patients (PRO); peak expiratory flow (PEF) < 65% or forced expiratory volume in 1 s < 80%; increased short-acting β2-agonist (SABA) use (>8 puffs/24 h or >4 puffs/day/48 h). For each endpoint, predictive models were constructed at population, subgroup, and individual levels.
    UNASSIGNED: Overall, 108 patients were selected: 66 (61.1%) completed and 42 (38.9%) were excluded for failure to respond/missing data. Predictive accuracy depended on endpoint selection. Population-level models achieved low accuracy in predicting endpoints such as PEF < 65%. Subgroups related to specific allergies, asthma triggers, asthma types, and exacerbation treatments demonstrated high accuracy, with the most accurate, predictive endpoint being >4 SABA puffs/day/48 h. Individual models, constructed for patients with high endpoint overlap, exhibited significant predictive accuracy, especially for PEF < 65% and >4 SABA puffs/day/48 h.
    UNASSIGNED: This multidimensional dataset enabled population-, subgroup-, and individual-level analyses, providing proof-of-concept evidence for development of predictive models of fluctuating asthma control.
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