severe asthma

严重哮喘
  • 文章类型: Journal Article
    由意大利重症哮喘网络(SANI)发起,这项研究旨在探讨哮喘患者对疾病严重程度的看法,区分轻度和重度哮喘。目的是确定影响针对不同疾病严重程度的定制治疗策略的因素,并提供有关意大利哮喘护理的见解。
    在2020年11月至2021年1月之间进行的一项使用计算机辅助个人访谈(CAPI)的调查收集了308名意大利成年人的数据,代表人口。一项25项多项选择问卷涵盖了哮喘诊断,症状,治疗方法,相关条件,和生活质量。
    在参与者中,83.8%报告患有轻度哮喘,16.2%有严重哮喘。重度哮喘患者的病程较长,更严重的症状,频繁加重,和更高的医院/急诊室就诊。尽管治疗依从性和症状概况通常与自我报告的严重哮喘的国际指南一致,22%的自我确定的轻度哮喘患者经历了严重的呼吸道症状。在50%的严重病例和22%的轻度病例中观察到口服皮质类固醇(OCS)的使用。重度哮喘患者(76%)的依从性高于轻度哮喘患者(28%)。两组都经历了合并症,96%的严重哮喘患者和72%的轻度哮喘患者报告生活质量受损。
    这项研究强调了临床分类与患者对哮喘严重程度的认知之间的差异。自我报告的严重哮喘的患病率超过文献数据。轻度哮喘的负担仍然很大,在治疗方法不完全一致的情况下,特别是关于不成比例的OCS使用。解决这一差距需要加强患者教育,改善诊断实践,促进坚持。
    UNASSIGNED: Initiated by the Severe Asthma Network Italy (SANI), this study aims to explore asthma patients\' perceptions of disease severity, differentiating between mild and severe asthma. The objective is to identify factors influencing tailored treatment strategies for varying disease severities and to provide insights into asthma care in Italy.
    UNASSIGNED: Conducted between November 2020 and January 2021, a survey using Computer-Assisted Personal Interviewing (CAPI) collected data from 308 Italian adults, representing the population. A 25 item multiple choice questionnaire covered asthma diagnosis, symptoms, treatment approaches, associated conditions, and quality of life.
    UNASSIGNED: Among participants, 83.8% reported having mild asthma, while 16.2% had severe asthma. Severe asthma patients had longer disease durations, more severe symptoms, frequent exacerbations, and higher hospital/ER visits. Although treatment adherence and symptom profiles generally aligned with international guidelines for self reported severe asthma, 22% of self identified mild asthmatics experienced severe respiratory symptoms. Oral corticosteroid (OCS) use was observed in 50% of severe cases and 22% of mild cases. Adherence was higher in severe asthma patients (76%) versus mild asthma patients (28%). Both groups experienced comorbidities, with 96% of severe asthmatics and 72% of mild asthmatics reporting impaired quality of life.
    UNASSIGNED: This study highlights the disparity between clinical categorization and patient perceptions of asthma severity. The prevalence of self reported severe asthma exceeds literature data. The burden of mild asthma remains significant, with treatment approaches not fully aligned, particularly regarding disproportionate OCS use. Addressing this gap requires enhancing patient education, improving diagnostic practices, and promoting adherence.
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  • 文章类型: Journal Article
    背景:Dupilumab已被证明是中重度特应性皮炎(AD)和重度哮喘(SA)的有效治疗方法。然而,不良事件(AE)的比较真实世界分析,特别是dupilumab相关眼表疾病(DAOSD),缺乏。
    目的:这是第一项真实世界研究,旨在深入了解与dupilumab相关的AE在AD和SA中的患病率。次要目标是评估患病率,DAOSD的起病和治疗策略,并评估dupilumab停药率。
    方法:分析了来自两个每日实践注册的数据,包括接受dupilumab治疗的AD和SA患者。不良事件,包括DAOSD,进行了评估。
    结果:总计,包括322例AD和148例SA患者。头痛(23.6%),注射部位反应(10.1%),流感样症状(13.5%)在SA患者中更为普遍.有趣的是,眼部AE在AD患者中明显更普遍(62.1%,p<0.001),包括结膜炎(17.1%,p=0.004)。具有眼部AE的88%AD和47%SA患者接受一种或多种眼科治疗。此外,20%的AD患者和17.6%的SA患者因眼部不良事件停止dupilumab治疗,而只有65%的AD和SA患者没有转诊给眼科医生。
    结论:在这项真实世界研究中,与SA患者相比,AD患者中DAOSD的发生率更高,这凸显了医师意识的重要性。特别是在给AD患者开dupilumab时。相反,这项研究的结果有助于缓解未合并AD的SA患者对眼AE的潜在担忧.此外,通过眼科治疗对大多数眼部AE的有效管理表明,dupilumab在日常实践中具有良好的耐受性,多学科协作对于停用dupilumab前积极管理眼部AE至关重要.
    BACKGROUND: Dupilumab has been shown to be an effective treatment in moderate-to-severe atopic dermatitis (AD) and severe asthma (SA). However, comparative real-world analyses of adverse events (AE), particularly dupilumab-associated ocular surface disease (DAOSD), are lacking.
    OBJECTIVE: This is the first real-world study to provide insight into the prevalence of AEs associated with dupilumab in AD compared with SA. Secondary objectives were to assess the prevalence, onset and therapeutic strategies of DAOSD and evaluate dupilumab discontinuation rates.
    METHODS: Data from two daily practice registries including AD and SA patients receiving dupilumab treatment were analyzed. Adverse events, including DAOSD, were evaluated.
    RESULTS: In total, 322 AD and 148 SA patients were included. Headaches (23.6%), injection site reactions (10.1%), and influenza-like symptoms (13.5%) were more prevalent in SA patients. Interestingly, ocular AEs were significantly more prevalent in AD patients (62.1%, p < 0.001), including conjunctivitis (17.1%, p = 0.004). 88% AD and 47% SA patients with ocular AEs received one or more ophthalmic treatment(s). Additionally, 20% of AD and 17.6% of SA patients discontinued dupilumab treatment due to ocular AEs, while only 65% of these AD and none of these SA patients were referred to an ophthalmologist.
    CONCLUSIONS: The higher incidence of DAOSD in AD patients compared with SA patients in this real-world study highlights the importance of physician awareness, especially when prescribing dupilumab to AD patients. Conversely, the findings of this study help alleviate potential concerns about ocular AEs in patients with SA who do not have comorbid AD. Furthermore, the effective management of most ocular AEs with ophthalmic treatments suggests favorable tolerability of dupilumab in daily practice, and multidisciplinary collaboration is essential to proactively manage ocular AEs before discontinuing dupilumab.
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  • 文章类型: Journal Article
    暂无摘要。
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  • 文章类型: Journal Article
    背景:哮喘是一种异质性疾病,具有几种表型和内生型的炎症性疾病。严重的哮喘患者通常表现为混合粒细胞缺乏症,皮质类固醇敏感性降低。支气管是一种新开发的阿育吠陀处方药,用于治疗阻塞性气道疾病。本研究的目的是评估支气管在混合粒细胞哮喘小鼠模型中的体内疗效。
    方法:采用高效薄层色谱法(HPTLC)和超高效液相色谱法(UHPLC)鉴定和定量支气管中存在的植物代谢产物。在小鼠室内尘螨(HDM)和完全弗氏佐剂(CFA)诱导的混合粒细胞哮喘模型中评估支气管的临床前有效性。平行测试高剂量地塞米松。用HDM和CFA免疫无特异性病原体的C57BL/6小鼠,19天后,他们连续4天接受HDM鼻内攻击.然后用雾化乙酰甲胆碱攻击小鼠以评估气道高反应性(AHR)。在支气管肺泡灌洗液(BALF)中计数炎症细胞流入,然后进行肺组织学检查。此外,通过多重免疫试验评估BALF中Th2和促炎细胞因子的浓度.还在肺中评估促炎细胞因子和粘蛋白5AC(MUC5AC)的mRNA表达。
    结果:支气管的HPTLC指纹和UHPLC定量显示存在生物活性植物代谢物,即,迷迭香酸,没食子酸,没食子酸甲酯,胡椒碱,丁香酚和甘草甜素。支气管有效地减少了由HDM-CFA驱动的AHR和总白细胞的流入,BALF中的嗜酸性粒细胞和嗜中性粒细胞。此外,支气管抑制炎症细胞在肺中的浸润以及杯状细胞化生。Further,它还抑制了BALF中Th2细胞因子和促炎细胞因子水平的升高。同样,支气管还调节小鼠肺中促炎细胞因子以及MUC5AC的mRNA表达。降低高剂量类固醇的有效性,在模型中观察到地塞米松。
    结论:我们首次在HDM和CFA诱导的混合粒细胞性哮喘动物模型中证明了草药矿物药物的强大药理作用。结果表明支气管在具有混合粒细胞表型的严重哮喘患者中的潜在效用。
    BACKGROUND: Asthma is a heterogeneous, inflammatory disease with several phenotypes and endotypes. Severe asthmatics often exhibit mixed granulocytosis with reduced corticosteroid sensitivity. Bronchom is a newly developed Ayurvedic prescription medicine, indicated for the treatment of obstructive airway disorders. The purpose of the present study was to evaluate the in-vivo efficacy of Bronchom in mouse model of mixed granulocytic asthma with steroidal recalcitrance.
    METHODS: High-performance thin layer chromatography (HPTLC) and Ultra-high performance liquid chromatography (UHPLC) were employed to identify and quantitate the phytometabolites present in Bronchom. The preclinical effectiveness of Bronchom was assessed in house dust mite (HDM) and Complete Freund\'s adjuvant (CFA)-induced mixed granulocytic asthma model in mice. High dose of dexamethasone was tested parallelly. Specific-pathogen-free C57BL/6 mice were immunized with HDM and CFA and nineteen days later, they were intranasally challenged with HDM for four consecutive days. Then the mice were challenged with nebulized methacholine to evaluate airway hyperresponsiveness (AHR). Inflammatory cell influx was enumerated in the bronchoalveolar lavage fluid (BALF) followed by lung histology. Additionally, the concentrations of Th2 and pro-inflammatory cytokines was assessed in the BALF by multiplexed immune assay. The mRNA expression of pro-inflammatory cytokines and Mucin 5AC (MUC5AC) was also evaluated in the lung.
    RESULTS: HPTLC fingerprinting and UHPLC quantification of Bronchom revealed the presence of bioactive phytometabolites, namely, rosmarinic acid, gallic acid, methyl gallate, piperine, eugenol and glycyrrhizin. Bronchom effectively reduced AHR driven by HDM-CFA and the influx of total leukocytes, eosinophils and neutrophils in the BALF. In addition, Bronchom inhibited the infiltration of inflammatory cells in the lung as well as goblet cell metaplasia. Further, it also suppressed the elevated levels of Th2 cytokines and pro-inflammatory cytokines in the BALF. Similarly, Bronchom also regulated the mRNA expression of pro-inflammatory cytokines as well as MUC5AC in mice lungs. Reduced effectiveness of a high dose of the steroid, dexamethasone was observed in the model.
    CONCLUSIONS: We have demonstrated for the first time the robust pharmacological effects of an herbo-mineral medicine in an animal model of mixed granulocytic asthma induced by HDM and CFA. The outcomes suggest the potential utility of Bronchom in severe asthmatics with a mixed granulocytic phenotype.
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  • 文章类型: Journal Article
    没有关于严重哮喘(SA)管理的有效决策算法。未来风险是关键因素,可以从SA轨迹中得出。
    未来的严重哮喘决策树应该重新审视当前的知识和差距。已进行了重点文献检索。
    哮喘的严重程度目前是先验定义的,因此排除了早期干预措施的作用,旨在预防加重(全身皮质类固醇暴露)和肺功能下降等结果。哮喘“高危”可能代表最终范式,但值得考虑现代干预措施的纵向研究。真正的恶化,严重的气道高反应性,过度的T2相关生物标志物,有害的环境和病人的行为,OCS和高剂量吸入性糖皮质激素(ICS)的危害以及含ICS的吸入器的低依从性-有效性比率是未来风险的预测因素.成像等新工具,应使用遗传和表观遗传特征。逻辑和数值人工智能可用于生成一致的风险评分。对治疗反应的实用定义将允许开发经过验证和适用的算法。生物制品有最大的潜力,以尽量减少风险,但成本仍然是个问题。我们提出了一种简化的六步决策算法,最终旨在实现哮喘缓解。
    UNASSIGNED: There are no validated decision-making algorithms concerning severe asthma (SA) management. Future risks are crucial factors and can be derived from SA trajectories.
    UNASSIGNED: The future severe asthma-decision trees should revisit current knowledge and gaps. A focused literature search has been conducted.
    UNASSIGNED: Asthma severity is currently defined a priori, thereby precluding a role for early interventions aiming to prevent outcomes such as exacerbations (systemic corticosteroids exposure) and lung function decline. Asthma \'at-risk\' might represent the ultimate paradigm but merits longitudinal studies considering modern interventions. Real exacerbations, severe airway hyperresponsiveness, excessive T2-related biomarkers, noxious environments and patient behaviors, harms of OCS and high-doses inhaled corticosteroids (ICS), and low adherence-to-effectiveness ratios of ICS-containing inhalers are predictors of future risks. New tools such as imaging, genetic, and epigenetic signatures should be used. Logical and numerical artificial intelligence may be used to generate a consistent risk score. A pragmatic definition of response to treatments will allow development of a validated and applicable algorithm. Biologics have the best potential to minimize the risks, but cost remains an issue. We propose a simplified six-step algorithm for decision-making that is ultimately aiming to achieve asthma remission.
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  • 文章类型: Journal Article
    重度哮喘患儿尽管接受了晚期治疗,但症状反复发作,生活质量受损。严重哮喘的根本原因尚未完全了解,尽管已知遗传机制很重要。
    这项研究的目的是鉴定白细胞中的基因调节增强子,描述这些增强剂在调节与儿童严重和轻度哮喘相关的基因中的作用,并鉴定位于增强剂附近的已知哮喘相关SNP。
    基因增强子被鉴定,增强子和基因的表达通过Cap分析基因表达(CAGE)数据从患有严重哮喘的儿童(n=13)的外周血白细胞测量,轻度哮喘(n=15),和年龄匹配的对照(n=9)。
    从一组完整的8289个确定的增强剂中,我们进一步定义了高置信度和最高表达的4,738个增强子的稳健子集。已知的单核苷酸多态性,SNPs,与哮喘相关的通常与增强子以及特定的增强子-基因相互作用一致。增强子簇的块与包括TGF-β,PPAR和IL-11信号以及与维生素A和D代谢相关的基因。91种增强剂的特征可区分为重度和轻度哮喘儿童以及对照组。
    在白细胞中发现了与儿童重度和轻度哮喘相关的基因调控增强子。携带已知SNP的增强子提供了制定关于这些SNP功能的机械假设的机会。
    UNASSIGNED: Children with severe asthma suffer from recurrent symptoms and impaired quality of life despite advanced treatment. Underlying causes of severe asthma are not completely understood, although genetic mechanisms are known to be important.
    UNASSIGNED: The aim of this study was to identify gene regulatory enhancers in leukocytes, to describe the role of these enhancers in regulating genes related to severe and mild asthma in children, and to identify known asthma-related SNPs situated in proximity to enhancers.
    UNASSIGNED: Gene enhancers were identified and expression of enhancers and genes were measured by Cap Analysis Gene Expression (CAGE) data from peripheral blood leukocytes from children with severe asthma (n = 13), mild asthma (n = 15), and age-matched controls (n = 9).
    UNASSIGNED: From a comprehensive set of 8,289 identified enhancers, we further defined a robust sub-set of the high-confidence and most highly expressed 4,738 enhancers. Known single nucleotide polymorphisms, SNPs, related to asthma coincided with enhancers in general as well as with specific enhancer-gene interactions. Blocks of enhancer clusters were associated with genes including TGF-beta, PPAR and IL-11 signaling as well as genes related to vitamin A and D metabolism. A signature of 91 enhancers distinguished between children with severe and mild asthma as well as controls.
    UNASSIGNED: Gene regulatory enhancers were identified in leukocytes with potential roles related to severe and mild asthma in children. Enhancers hosting known SNPs give the opportunity to formulate mechanistic hypotheses about the functions of these SNPs.
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  • 文章类型: Journal Article
    背景:在过去的几十年中,哮喘的负担保持稳定,没有观察到下降。从2017年到2020年,美国的肥胖症患病率一直在稳步增长,增长率为41.9%。肥胖是一种炎症性慢性疾病,可能部分导致哮喘的负担和严重程度。这项研究旨在检查肥胖和哮喘之间的关联是否随肥胖类别而变化(I类,II,和III)和持续性哮喘(轻度,中度,和严重的哮喘)。我们假设体重指数(BMI)升高的受试者比没有肥胖的哮喘受试者更有可能被诊断为持续性哮喘。
    方法:作为一项回顾性和横断面研究,这项研究使用了2016-2021年间在内华达州住院的1,977例哮喘患者(年龄≥19岁)的记录.BMI和持续性哮喘被评估为主要暴露和感兴趣的结果。使用Logistic回归估计肥胖与持续性哮喘之间的关联程度。
    结果:在选定的受试者记录中,与无肥胖受试者相比,肥胖受试者更有可能被诊断为持续性哮喘(比值比1.50[CI1.10-2.05]).亚组分析显示,III类肥胖受试者(BMI≥40)比非肥胖受试者更有可能被诊断为轻度持续性哮喘(比值比2.21[CI1.18-4.16])和重度持续性哮喘(比值比1.74[CI1.12-2.70])。
    结论:肥胖被确定为持续性哮喘的危险因素,特别是III类肥胖。这反过来又增加了医疗保健利用率和经济负担的可能性。在患有哮喘和肥胖症的人群中,公共卫生和临床干预是必要的。
    BACKGROUND: The burden of asthma remains steady with no decline observed in the past few decades. Obesity prevalence has been steadily increasing with a rate of 41.9% in the United States between 2017-2020. Obesity is an inflammatory chronic condition that may partially contribute to the burden and severity of asthma. This study aimed to examine whether the association between obesity and asthma varies with the categories of obesity (class I, II, and III) and persistent asthma (mild, moderate, and severe asthma). We hypothesized that subjects with elevated body mass index (BMI) are more likely to be diagnosed with persistent asthma than subjects without obesity with asthma.
    METHODS: As a retrospective and cross-sectional study, this study used a total of 1,977 records of subjects with asthma (age ≥ 19 y) hospitalized in Nevada between 2016-2021. BMI and persistent asthma were evaluated as the main exposure and outcome of interest. Logistic regression was used to estimate the magnitude of the association between obesity and persistent asthma.
    RESULTS: Among the selected subject records, subjects with obesity were more likely to be diagnosed with persistent asthma compared to subjects without obesity (odds ratio 1.50 [CI 1.10-2.05]). Subgroup analyses revealed that subjects with class III obesity (BMI ≥ 40) were more likely than subjects without obesity to be diagnosed with mild persistent asthma (odds ratio 2.21 [CI 1.18-4.16]) and severe persistent asthma (odds ratio 1.74 [CI 1.12-2.70]).
    CONCLUSIONS: Obesity was identified as a risk factor for persistent asthma, particularly class III obesity. This in turn increases the potential for greater health care utilization and economic burden. Public health and clinical interventions are necessary among those with comorbid asthma and obesity.
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  • 文章类型: Journal Article
    严重哮喘是根据临床参数分配给患者的综合征标签,然而,在重症哮喘病理生物学中存在多种潜在的分子内型.哮喘生物样本的免疫表型通常包括粒细胞和淋巴细胞的混合物。最近,一部分重度哮喘患者被定义为非2型哮喘患者,其中性粒细胞富集炎症与Th17CD4+T细胞和IL-17水平升高相关.这里,我们使用过敏原驱动的IL-17增加和混合粒细胞肺部炎症的小鼠模型来确定特异性结合IL-23的抗替卡林蛋白对上游调节的影响.IL-23结合Anticalin蛋白(AcIL-23)的气道给药减少肺嗜中性粒细胞,嗜酸性粒细胞,巨噬细胞,和淋巴细胞,IL-17+CD4T细胞,粘液细胞化生和乙酰甲胆碱诱导的气道高反应性。用单克隆抗体(IL-23p19)(αIL-23)选择性靶向IL-23也减少了巨噬细胞,IL-17+CD4T细胞与气道高反应性。相比之下,抗IL-17A的单克隆抗体(αIL-17A)对气道高反应性没有显著影响,但确实减少了肺中性粒细胞,巨噬细胞,和IL-17+CD4T细胞。靶向IL-23途径没有显著改变IL-5+或IL-13+CD4T细胞。一起,这些数据表明,气道AcIL-23反映了全身性抗IL-23抗体的活性,以降低气道高反应性,除了混合粒细胞炎症,这些保护作用比仅阻断IL-17A或IL-5更广泛,IL-17A或IL-5选择性地减少气道嗜中性粒细胞和嗜酸性粒细胞,分别。
    Severe asthma is a syndromic label assigned to patients based on clinical parameters, yet there are diverse underlying molecular endotypes in severe asthma pathobiology. Immunophenotyping of asthma biospecimens commonly includes a mixture of granulocytes and lymphocytes. Recently, a subset of severe asthma patients was defined as non-type 2 with neutrophil-enriched inflammation associated with increased Th17 CD4+ T cells and IL-17 levels. Here, we used an allergen-driven mouse model of increased IL-17 and mixed granulocyte lung inflammation to determine the impact of upstream regulation by an Anticalin protein that specifically binds IL-23. Airway administration of the IL-23 binding Anticalin protein (AcIL-23) decreased lung neutrophils, eosinophils, macrophages, and lymphocytes, IL-17+ CD4 T cells, mucous cell metaplasia and methacholine-induced airway hyperresponsiveness. Selective targeting of IL-23 with a monoclonal antibody (IL-23p19) (αIL-23) also decreased macrophages, IL-17+ CD4 T cells and airway hyperresponsiveness. In contrast, a monoclonal antibody against IL-17A (αIL-17A) had no significant effect on airway hyperresponsiveness, but did decrease lung neutrophils, macrophages, and IL-17+ CD4 T cells. Targeting the IL-23 pathway did not significantly change IL-5+ or IL-13+ CD4 T cells. Together, these data indicate that airway AcIL-23 mirrored the activity of systemic anti-IL-23 antibody to decrease airway hyperresponsiveness in addition to mixed granulocytic inflammation, and that these protective actions were broader than blocking only IL-17A or IL-5, which selectively decreased airway neutrophils and eosinophils, respectively.
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  • 文章类型: Journal Article
    背景:哮喘是一种异质性疾病。本研究旨在确定与中度至重度哮喘相关的基因表达和分子机制的变化。
    方法:在GSE69683数据集中分析了中度哮喘及其对照组以及重度哮喘和中度哮喘之间的差异表达基因(DEGs)。通过共表达分析鉴定关键模块基因,并通过富集分析和基因集富集分析(GSEA)探讨了模块基因的分子机制。GSE89809用于验证与中重度哮喘相关的特征基因。
    结果:因此,中度哮喘组和对照组之间存在2540DEGs,而重度哮喘和中度哮喘之间存在6781DEGs。将这些基因鉴定为14个共表达模块。模块7与严重哮喘的正相关性最高,被STEM认为是关键模块。富集分析表明,模块基因主要参与氧化应激相关信号通路。HSPA1A的表达,PIK3CG和PIK3R6与中度哮喘相关,而MAPK13和MMP9与重度哮喘相关。AUC值通过GSE89809验证。此外,预计有322种药物靶向5个基因。
    结论:这些结果确定了与中度和重度哮喘相关的特征性基因及其相应的分子机制,为今后的研究提供依据。
    BACKGROUND: Asthma is a heterogeneous disorder. This study aimed to identify changes in gene expression and molecular mechanisms associated with moderate to severe asthma.
    METHODS: Differentially expressed genes (DEGs) were analyzed in GSE69683 dataset among moderate asthma and its controls as well as between severe asthma and moderate asthma. Key module genes were identified via co-expression analysis, and the molecular mechanism of the module genes was explored through enrichment analysis and gene set enrichment analysis (GSEA). GSE89809 was used to verify the characteristic genes related to moderate and severe asthma.
    RESULTS: Accordingly, 2540 DEGs were present between moderate asthma and the control group, while 6781 DEGs existed between severe asthma and moderate asthma. These genes were identified into 14 co-expression modules. Module 7 had the highest positive correlation with severe asthma and was recognized to be a key module by STEM. Enrichment analysis demonstrated that the module genes were mainly involved in oxidative stress-related signaling pathways. The expression of HSPA1A, PIK3CG and PIK3R6 was associated with moderate asthma, while MAPK13 and MMP9 were associated with severe asthma. The AUC values were verified by GSE89809. Additionally, 322 drugs were predicted to target five genes.
    CONCLUSIONS: These results identified characteristic genes related to moderate and severe asthma and their corresponding molecular mechanisms, providing a basis for future research.
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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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