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Molecular Pathophysiology of Chronic Thromboembolic Pulmonary Hypertension: A Clinical Update from a Basic Research Perspective. 慢性血栓栓塞性肺动脉高压的分子病理生理学:从基础研究角度的临床进展。
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-11-27 DOI: 10.3390/arm92060044
Leslie Marisol Gonzalez-Hermosillo, Guillermo Cueto-Robledo, Dulce Iliana Navarro-Vergara, Maria Berenice Torres-Rojas, Marisol García-Cesar, Oscar Pérez-Méndez, Galileo Escobedo

Chronic thromboembolic pulmonary hypertension (CTEPH) is a rare but severe condition characterized by persistent obstruction and vascular remodeling in the pulmonary arteries following an acute pulmonary embolism (APE). Although APE is a significant risk factor, up to 25% of CTEPH cases occur without a history of APE or deep vein thrombosis, complicating the understanding of its pathogenesis. Herein, we carried out a narrative review discussing the mechanisms involved in CTEPH development, including fibrotic thrombus formation, pulmonary vascular remodeling, and abnormal angiogenesis, leading to elevated pulmonary vascular resistance and right heart failure. We also outlined how the disease's pathophysiology reveals both proximal and distal pulmonary artery obstruction, contributing to the development of pulmonary hypertension. We depicted the risk factors predicting CTEPH, including thrombotic history, hemostatic disorders, and certain medical conditions. We finally looked at the molecular mechanisms behind the role of endothelial dysfunction, gene expression alterations, and inflammatory processes in CTEPH progression and detection. Despite these insights, there is still a need for improved diagnostic tools, biomarkers, and therapeutic strategies to enhance early detection and management of CTEPH, ultimately aiming to reduce diagnostic delay and improve patient outcomes.

慢性血栓栓塞性肺动脉高压(CTEPH)是一种罕见但严重的疾病,其特征是急性肺栓塞(APE)后肺动脉持续梗阻和血管重构。虽然APE是一个重要的危险因素,但高达25%的CTEPH病例没有APE病史或深静脉血栓形成,这使得对其发病机制的理解更加复杂。在此,我们进行了一项叙述性回顾,讨论了CTEPH发展的机制,包括纤维化血栓形成,肺血管重塑和异常血管生成,导致肺血管阻力升高和右心衰。我们还概述了疾病的病理生理学如何揭示近端和远端肺动脉阻塞,促进肺动脉高压的发展。我们描述了预测CTEPH的危险因素,包括血栓病史、止血障碍和某些医疗条件。我们最后研究了内皮功能障碍、基因表达改变和炎症过程在CTEPH进展和检测中的作用背后的分子机制。尽管有这些见解,仍需要改进诊断工具、生物标志物和治疗策略,以加强CTEPH的早期检测和管理,最终旨在减少诊断延迟并改善患者预后。
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引用次数: 0
Association Between Weight-Adjusted Waist Index and Emphysema in Adults in the United States: A Cross-Sectional Study Involving 44,949 Participants. 美国成年人体重调整后腰围指数与肺气肿之间的关系:一项涉及 44,949 名参与者的横断面研究。
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-11-21 DOI: 10.3390/arm92060043
Hui Cheng, Ziheng Yang, Jiateng Guo, Yukun Zu, Fan Li, Bo Zhao

Background: The relationship between obesity and respiratory diseases has been widely explored. In this context, the Weight-Adjusted Waist Index (WWI) has emerged as a novel metric for assessing visceral fat. This study aims to evaluate the association between WWI and the risk of emphysema in the U.S. population, by utilizing data from the 2001-2018 National Health and Nutrition Examination Survey (NHANES). Methods: A cross-sectional study was conducted using NHANES data from 2001 to 2018. Logistic regression models were applied to assess the relationship between WWI and emphysema risk. Interaction and subgroup analyses were performed to explore effect modifiers. Results: Our study included a total of 44,949 American adults. The results of the multivariable logistic regression analysis revealed an association between WWI and the incidence of emphysema. In the fully adjusted model, the probability of developing emphysema was 1.5 times higher in the group with WWI > 10.46 compared to those with WWI ≤ 10.46, with an odds ratio of [1.5 (1.1, 1.9), p = 0.003]. Subgroup analysis showed stronger associations among males, non-Hispanic Whites, and individuals with hypertension. Furthermore, we used a two-piece linear regression model and found a nonlinear association between WWI and emphysema, with a breakpoint at 12.5. Conclusions: Our findings indicate a significant association between WWI levels and emphysema. Larger-scale prospective studies are needed to further explore the role of WWI in emphysema.

背景:肥胖与呼吸系统疾病之间的关系已被广泛探讨。在此背景下,体重调整腰围指数(WWI)成为评估内脏脂肪的新指标。本研究旨在利用 2001-2018 年美国国家健康与营养调查(NHANES)的数据,评估 WWI 与美国人口肺气肿风险之间的关系。研究方法:利用 2001 年至 2018 年的 NHANES 数据进行了一项横断面研究。应用逻辑回归模型评估了WWI与肺气肿风险之间的关系。进行了交互分析和亚组分析,以探索效应修饰因子。研究结果我们的研究共纳入了 44,949 名美国成年人。多变量逻辑回归分析的结果显示,WWI 与肺气肿发病率之间存在关联。在完全调整模型中,WWI > 10.46 的人群与 WWI ≤ 10.46 的人群相比,患肺气肿的概率高出 1.5 倍,几率比为 [1.5 (1.1, 1.9), p = 0.003]。分组分析显示,男性、非西班牙裔白人和高血压患者之间的关联性更强。此外,我们使用了一个两部分线性回归模型,发现 WWI 与肺气肿之间存在非线性关联,断点为 12.5。结论:我们的研究结果表明,WWI 水平与肺气肿之间存在明显的关联。需要进行更大规模的前瞻性研究,以进一步探讨 WWI 在肺气肿中的作用。
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引用次数: 0
Beneficial Impact of Vaccination Against SARS-CoV-2 on the Mental Health of IPF Patients. 接种 SARS-CoV-2 疫苗对 IPF 患者心理健康的有益影响
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-11-06 DOI: 10.3390/arm92060042
Ioannis Tomos, Andriana I Papaioannou, Zoe I Daniil, Ilias E Dimeas, Paraskevi Kirgou, Athena Gogali, Konstantinos Tatsis, Ilias Papanikolaou, Vasilios Tzilas, Argyrios Tzouvelekis, Panayiota Tsiri, Paschalis Steiropoulos, Pachalis Ntolios, Areti Xyfteri, Katerina Antoniou, Emmanouil Symvoulakis, Aggeliki Haritou, Maria Maniati, Lykourgos Kolilekas, Elvira-Markella Antonogiannaki, Vasiliki Apollonatou, Maria Kallieri, Kostas Samaras, Stylianos Loukides, Anna Karakatsani, Demosthenes Bouros, Effrosyni Manali, Spyros Papiris

Background: Depression and anxiety represent significant comorbidities in idiopathic pulmonary fibrosis (IPF) patients, affecting their quality of life. The COVID-19 pandemic has had an uneven impact on global mental health. The Hospital Anxiety and Depression Scale (HADS) constitutes a validated tool to identify anxiety disorders and depression. The aim of this multicentre study was to evaluate the effect of COVID-19 vaccination on depression and anxiety in IPF patients. Methods: Consecutive IPF patients (median 73.5 years) who are regularly followed-up with were included in the study. Demographics, functional, and clinical were recorded. The HADS score was calculated before and one month after vaccination against COVID-19 in all participants. A Wilcoxon signed ranks test was conducted. Results: A total of 180 IPF patients (median 73.5 years) were included in the study. Among them, 145 patients (81%) received antifibrotic treatment. A significant reduction in HADS, both in anxiety and depression scales, was observed one month after vaccination against SARS-COV-2), independent of age, smoking, lung function impairment, and prior history of depression (p < 0.01). Conclusions: A higher Hospital Anxiety and Depression Scale score was detected before vaccination against COVID-19. It seems that vaccination also offered a beneficial effect on depression and anxiety in IPF patients, independent of age, smoking, lung function impairment, and prior history of depression.

背景:抑郁和焦虑是特发性肺纤维化(IPF)患者的重要并发症,影响着他们的生活质量。COVID-19 大流行对全球心理健康的影响并不均衡。医院焦虑和抑郁量表(HADS)是识别焦虑症和抑郁症的有效工具。这项多中心研究旨在评估接种 COVID-19 疫苗对 IPF 患者抑郁和焦虑的影响。研究方法研究纳入了定期随访的连续 IPF 患者(中位 73.5 岁)。记录人口统计学、功能和临床情况。在接种 COVID-19 疫苗之前和之后一个月,计算所有参与者的 HADS 分数。进行了 Wilcoxon 符号秩检验。结果研究共纳入了 180 名 IPF 患者(中位数为 73.5 岁)。其中,145 名患者(81%)接受了抗纤维化治疗。接种 SARS-COV-2 疫苗一个月后,HADS(包括焦虑和抑郁量表)明显降低,与年龄、吸烟、肺功能损伤和既往抑郁症病史无关(P < 0.01)。结论接种 COVID-19 疫苗前,医院焦虑和抑郁量表评分较高。看来接种疫苗对 IPF 患者的抑郁和焦虑也有好处,与年龄、吸烟、肺功能损伤和既往抑郁史无关。
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引用次数: 0
2024 Update on Position Statement by Experts from the Polish Society of Allergology and the Polish Respiratory Society on the Evaluation of Efficacy and Effectiveness of Single Inhaler Triple Therapies in Asthma Treatment. 2024 更新波兰过敏学会和波兰呼吸学会专家关于哮喘治疗中单一吸入器三联疗法疗效评估的立场声明。
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-10-31 DOI: 10.3390/arm92060041
Paweł Śliwiński, Adam Antczak, Adam Barczyk, Adam J Białas, Małgorzata Czajkowska-Malinowska, Karina Jahnz-Różyk, Marek Kulus, Piotr Kuna, Maciej Kupczyk

Medication non-adherence remains a substantial obstacle in asthma care, prompting the exploration of novel therapeutic modalities that prioritize rapid symptom relief, anti-inflammatory activity, and facilitate patients' compliance. This task is well-served by the following new form of therapy: inhaled triple-combination medications ICS/LABA/LAMA (inhaled glucocorticosteroid/long-acting beta2-agonist/long-acting muscarinic antagonist). The integration of three medications within a singular inhalation device culminates in the reduction of the effective dose of the principal therapeutic agent for asthma management, namely ICS. This consolidation yields a dual benefit of minimizing the likelihood of adverse effects typically linked with ICS while concurrently optimizing bronchodilator efficacy. The accumulated evidence suggests that adding LAMA to a medium- or high-dose ICS/LABA results in a decrease of asthma exacerbations compared to medium- or high-dose ICS/LABA alone, accompanied by sustained enhancements in lung function parameters. In adult patients experiencing suboptimal asthma control despite medium/high-dose ICS/LABA treatment-regardless of adherence to GINA-recommended strategies, such as MART therapy as a first-line approach, or alternative second-line strategies-we propose that the preferred course for intensifying asthma therapy involves the addition of a LAMA, ideally in the form of SITT.

不遵医嘱用药仍是哮喘治疗的一大障碍,这促使人们探索新的治疗模式,以快速缓解症状、抗炎并促进患者遵医嘱用药。以下新的治疗方式可以很好地完成这一任务:吸入式三联药物 ICS/LABA/LAMA(吸入式糖皮质激素/长效β2-激动剂/长效毒蕈碱拮抗剂)。将三种药物整合到一个单一的吸入装置中,最终减少了哮喘治疗的主要治疗药物(即 ICS)的有效剂量。这种整合疗法具有双重优势,既能最大限度地降低与 ICS 相关的不良反应,又能优化支气管扩张剂的疗效。累积的证据表明,与单独使用中剂量或高剂量 ICS/LABA 相比,在中剂量或高剂量 ICS/LABA 的基础上添加 LAMA 可减少哮喘的恶化,同时持续改善肺功能参数。对于在接受中/大剂量 ICS/LABA 治疗后哮喘控制仍不理想的成年患者,无论是否坚持 GINA 推荐的治疗策略,如作为一线治疗的 MART 疗法或其他二线治疗策略,我们都建议在加强哮喘治疗的过程中添加 LAMA,最好采用 SITT 的形式。
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引用次数: 0
Application of Forced Oscillation Technique in Assessing Pulmonary Fibrosis in Hermansky-Pudlak Syndrome. 强迫振荡技术在评估赫尔曼斯基-普德拉克综合征肺纤维化中的应用
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-10-24 DOI: 10.3390/arm92060040
Wilfredo De Jesús-Rojas, Luis Reyes-Peña, José Muñiz-Hernandez, Rolando Mena-Ventura, Gabriel Camareno-Soto, Gabriel Rosario-Ortiz, Marcos J Ramos-Benitez, Monica Egozcue-Dionisi, Enid Rivera-Jimenez, Rosa Román-Carlo

Hermansky-Pudlak syndrome (HPS) is a rare autosomal recessive disorder characterized by defects in lysosome-related organelles. Given the high mortality rate associated with HPS pulmonary fibrosis (PF) and the significant risks tied to lung transplantation, it is essential to explore new tools for the early surveillance of PF to monitor its progression before clinical symptoms become apparent. This study evaluates the forced oscillation technique (FOT) for assessing PF in five adult patients with HPS, all homozygous for the HPS-1 (c.1472_1487dup p.His497Glnfs*90) founder mutation. Using the Resmon™ Pro V3 device, the FOT measured resistance (Rrs) and reactance (Xrs) at 5, 11, and 19 Hertz (Hz). High-resolution computed tomography (HRCT) scans of the chest were reviewed for radiographic findings. The cohort (n = 5) had a median age of 43 years. All patients exhibited HPS clinical features, including oculocutaneous albinism and respiratory symptoms such as dry cough and dyspnea. Radiographic analysis revealed PF in four patients (80%), with traction bronchiectasis, reticular patterns, honeycombing, and ground-glass opacities. The FOT detected progressive changes in pulmonary resistance and reactance correlating with fibrosis severity. These findings suggest that the FOT is a valuable non-invasive tool for monitoring PF in patients with HPS-1, potentially improving early diagnosis and management.

赫尔曼斯基-普德拉克综合征(HPS)是一种罕见的常染色体隐性遗传疾病,其特征是溶酶体相关细胞器的缺陷。鉴于HPS肺纤维化(PF)的高死亡率和肺移植的巨大风险,有必要探索早期监测PF的新工具,以便在临床症状明显之前监测其进展。本研究评估了强迫振荡技术(FOT)对五名成年 HPS 患者肺纤维化的评估效果,这些患者均为 HPS-1 基因突变(c.1472_1487dup p.His497Glnfs*90)的同基因患者。FOT 使用 Resmon™ Pro V3 设备测量了 5、11 和 19 赫兹 (Hz) 的电阻 (Rrs) 和电抗 (Xrs)。对胸部的高分辨率计算机断层扫描 (HRCT) 进行了放射学检查。组群(n = 5)的中位年龄为 43 岁。所有患者均具有 HPS 临床特征,包括眼部白化病和呼吸道症状,如干咳和呼吸困难。影像学分析显示,4 名患者(80%)出现了 PF,伴有牵引性支气管扩张、网状结构、蜂窝状和磨玻璃不透明。FOT 检测出肺部阻力和反应的进行性变化与纤维化的严重程度相关。这些研究结果表明,FOT 是监测 HPS-1 患者 PF 的一种有价值的非侵入性工具,有可能改善早期诊断和管理。
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引用次数: 0
Utility of Raman Spectroscopy in Pulmonary Medicine. 拉曼光谱在肺部医学中的应用。
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-10-18 DOI: 10.3390/arm92050038
Pauls Dzelve, Arta Legzdiņa, Andra Krūmiņa, Madara Tirzīte

The Raman effect, or as per its original description, "modified scattering", is an observation that the number of scattered light waves shifts after photons make nonelastic contact with a molecule. This effect allows Raman spectroscopy to be very useful in various fields. Although it is well known that Raman spectroscopy could be very beneficial in medicine as a diagnostic tool, there are not many applications of Raman spectroscopy in pulmonary medicine. Mostly tumor tissue, sputum and saliva have been used as material for analysis in respiratory medicine. Raman spectroscopy has shown promising results in malignancy recognition and even tumor staging. Saliva is a biological fluid that could be used as a reliable biomarker of the physiological state of the human body, and is easily acquired. Saliva analysis using Raman spectroscopy has the potential to be a relatively inexpensive and quick tool that could be used for diagnostic, screening and phenotyping purposes. Chronic obstructive pulmonary disease (COPD) is a growing cause of disability and death, and its phenotyping using saliva analysis via Raman spectroscopy has a great potential to be a dependable tool to, among other things, help reduce hospitalizations and disease burden. Although existing methods are effective and generally available, Raman spectroscopy has the benefit of being quick and noninvasive, potentially reducing healthcare costs and workload.

拉曼效应,或者按照其最初的描述,即 "修正散射",是指观察到光子与分子发生非弹性接触后,散射光波的数量会发生变化。这种效应使得拉曼光谱在各个领域都非常有用。尽管众所周知,拉曼光谱作为一种诊断工具,在医学领域非常有用,但拉曼光谱在肺部医学领域的应用并不多。在呼吸系统医学中,主要使用肿瘤组织、痰液和唾液作为分析材料。拉曼光谱在恶性肿瘤识别甚至肿瘤分期方面都取得了可喜的成果。唾液是一种生物液体,可用作人体生理状态的可靠生物标志物,而且易于获取。利用拉曼光谱对唾液进行分析有可能成为一种相对廉价和快速的工具,可用于诊断、筛查和表型分析。慢性阻塞性肺病(COPD)是导致残疾和死亡的一个日益严重的原因,利用拉曼光谱进行唾液分析对其进行表型分析具有很大的潜力,可以成为一种可靠的工具,帮助减少住院治疗和疾病负担。虽然现有的方法有效且普遍可用,但拉曼光谱具有快速、无创的优点,有可能降低医疗成本和工作量。
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引用次数: 0
Expression of Epithelial Alarmin Receptor on Innate Lymphoid Cells Type 2 in Eosinophilic Chronic Obstructive Pulmonary Disease. 嗜酸性粒细胞慢性阻塞性肺病 2 型先天淋巴细胞上皮 Alarmin 受体的表达
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-10-18 DOI: 10.3390/arm92050039
Katarzyna Królak-Nowak, Marta Wierzbińska, Aleksandra Żal, Adam Antczak, Damian Tworek

Studies have shown that eosinophilic COPD (eCOPD) is a distinct phenotype of the disease. It is well established that innate lymphoid cells are involved in the development of eosinophilic inflammation. Interleukin(IL)-25, thymic stromal lymphopoietin (TSLP) and IL-33 are a group of cytokines produced by epithelium in response to danger signals, e.g., cigarette smoke, and potent activators of ILC2s. In the present study, we examined circulating and sputum ILC2 numbers and expression of intracellular IL-5 as well as receptors for TSLP, IL-33 and IL-25 by ILC2s in non-atopic COPD patients with and without (neCOPD) airway eosinophilic inflammation and healthy smokers. In addition, we examined the association between ILC2s and clinical indicators of COPD burden (i.e., symptom intensity and risk of exacerbations). ILC2s were enumerated in peripheral blood and induced sputum by means of flow cytometry. We noted significantly greater numbers of airway IL-5+ILC2s and TSLPR+ILC2s in eCOPD compared with neCOPD (p < 0.05 and p < 0.01, respectively) and HSs (p < 0.001 for both). In addition, we showed that IL-5+ILC2s, IL-17RB+ILC2s and ST2+ILC2s are significantly increased in the sputum of eCOPD patients compared with HSs. In all COPD patients, sputum ILC2s positively correlated with sputum eosinophil percentage (r = 0.48, p = 0.002). We did not find any significant correlations between sputum ILC2s and dyspnea intensity as measured by the modified Medical Research Council scale (mMRC) and symptom intensity measured by the COPD Assessment Test (CAT). These results suggest the involvement of epithelial alarmin-activated ILC2s in the pathobiology of eosinophilic COPD.

研究表明,嗜酸性粒细胞慢性阻塞性肺病(eCOPD)是该病的一种独特表型。先天性淋巴细胞参与了嗜酸性粒细胞炎症的发展,这一点已得到公认。白细胞介素(IL)-25、胸腺基质淋巴细胞生成素(TSLP)和 IL-33 是上皮细胞针对危险信号(如香烟烟雾)产生的一组细胞因子,也是 ILC2 的强效激活剂。在本研究中,我们检测了有或没有气道嗜酸性粒细胞炎症(neCOPD)的非变应性 COPD 患者和健康吸烟者的循环和痰液 ILC2 数量、细胞内 IL-5 的表达以及 ILC2 的 TSLP、IL-33 和 IL-25 受体。此外,我们还研究了 ILC2s 与慢性阻塞性肺病负担的临床指标(即症状强度和恶化风险)之间的关联。我们通过流式细胞术对外周血和诱导痰中的 ILC2 进行了计数。我们发现,与新慢性阻塞性肺病(p < 0.05 和 p < 0.01)和慢性阻塞性肺病(p < 0.001)相比,eCOPD 患者气道 IL-5+ILC2s 和 TSLPR+ILC2s 的数量明显增多。此外,我们还发现,与 HSs 相比,eCOPD 患者痰中的 IL-5+ILC2s、IL-17RB+ILC2s 和 ST2+ILC2s 显著增加。在所有 COPD 患者中,痰中 ILC2s 与痰中嗜酸性粒细胞百分比呈正相关(r = 0.48,p = 0.002)。我们没有发现痰液 ILC2 与改良医学研究委员会量表(mMRC)测量的呼吸困难强度和慢性阻塞性肺病评估测试(CAT)测量的症状强度之间有任何明显的相关性。这些结果表明,上皮alarmin激活的ILC2参与了嗜酸性粒细胞慢性阻塞性肺病的病理生物学研究。
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引用次数: 0
Secure and Transparent Lung and Colon Cancer Classification Using Blockchain and Microsoft Azure. 利用区块链和 Microsoft Azure 实现安全透明的肺癌和结肠癌分类。
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-10-17 DOI: 10.3390/arm92050037
Entesar Hamed I Eliwa, Amr Mohamed El Koshiry, Tarek Abd El-Hafeez, Ahmed Omar

Background: The global healthcare system faces challenges in diagnosing and managing lung and colon cancers, which are significant health burdens. Traditional diagnostic methods are inefficient and prone to errors, while data privacy and security concerns persist.

Objective: This study aims to develop a secure and transparent framework for remote consultation and classification of lung and colon cancer, leveraging blockchain technology and Microsoft Azure cloud services. Dataset and Features: The framework utilizes the LC25000 dataset, containing 25,000 histopathological images, for training and evaluating advanced machine learning models. Key features include secure data upload, anonymization, encryption, and controlled access via blockchain and Azure services.

Methods: The proposed framework integrates Microsoft Azure's cloud services with a permissioned blockchain network. Patients upload CT scans through a mobile app, which are then preprocessed, anonymized, and stored securely in Azure Blob Storage. Blockchain smart contracts manage data access, ensuring only authorized specialists can retrieve and analyze the scans. Azure Machine Learning is used to train and deploy state-of-the-art machine learning models for cancer classification. Evaluation Metrics: The framework's performance is evaluated using metrics such as accuracy, precision, recall, and F1-score, demonstrating the effectiveness of the integrated approach in enhancing diagnostic accuracy and data security.

Results: The proposed framework achieves an impressive accuracy of 100% for lung and colon cancer classification using DenseNet, ResNet50, and MobileNet models with different split ratios (70-30, 80-20, 90-10). The F1-score and k-fold cross-validation accuracy (5-fold and 10-fold) also demonstrate exceptional performance, with values exceeding 99.9%. Real-time notifications and secure remote consultations enhance the efficiency and transparency of the diagnostic process, contributing to better patient outcomes and streamlined cancer care management.

背景:肺癌和结肠癌是严重的健康负担,全球医疗系统在诊断和管理这两种癌症方面面临挑战。传统的诊断方法效率低下且容易出错,同时数据隐私和安全问题也一直存在:本研究旨在利用区块链技术和微软 Azure 云服务,为肺癌和结肠癌的远程会诊和分类开发一个安全透明的框架。数据集和特征:该框架利用包含 25,000 张组织病理学图像的 LC25000 数据集来训练和评估高级机器学习模型。主要功能包括安全数据上传、匿名化、加密以及通过区块链和Azure服务进行受控访问:拟议的框架将微软Azure云服务与许可区块链网络整合在一起。患者通过移动应用程序上传CT扫描数据,然后对数据进行预处理、匿名化,并安全地存储在Azure Blob Storage中。区块链智能合约管理数据访问,确保只有经过授权的专家才能检索和分析扫描结果。Azure 机器学习用于训练和部署最先进的癌症分类机器学习模型。评估指标:使用准确率、精确度、召回率和 F1 分数等指标对该框架的性能进行评估,以证明该集成方法在提高诊断准确性和数据安全性方面的有效性:使用 DenseNet、ResNet50 和 MobileNet 模型以及不同的分割比例(70-30、80-20、90-10),所提出的框架在肺癌和结肠癌分类方面达到了令人印象深刻的 100% 准确率。F1 分数和 k 倍交叉验证准确率(5 倍和 10 倍)也表现出卓越的性能,数值超过 99.9%。实时通知和安全远程会诊提高了诊断过程的效率和透明度,有助于改善患者预后和简化癌症护理管理。
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引用次数: 0
Comparing the Effects of Two Surfactant Administration Methods: Minimally Invasive Surfactant Therapy (MIST) with Intubation (INSURE) in Infants with Respiratory Distress Syndrome. 比较两种表面活化剂给药方法的效果:呼吸窘迫综合征婴儿的微创表面活化剂疗法(MIST)与插管疗法(INSURE)的效果比较。
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-10-11 DOI: 10.3390/arm92050036
Hassan Boskabadi, Maryam Behmadi, Gholamali Maamouri, Tina Loghmani, Abdolrasoul Rangrazi

Background: The aim of this study is to investigate and compare the effects of administering a surfactant through a fine intra-tracheal catheter during spontaneous breathing with the usual INSURE method in premature infants.

Materials and methods: In this clinical trial, premature babies with respiratory distress syndrome who required surfactant administration were randomly assigned to two groups: an intervention group (MIST) and a control group (INSURE). The treatment results were compared in terms of complications related to treatment (desaturation, apnea, bradycardia, and surfactant reflux), respiratory complications (requirement for mechanical ventilation, duration of nCPAP, duration of oxygen requirement, frequency of pneumothorax, and pulmonary hemorrhage), complications related to prematurity (incidence of IVH, NEC, BPD, and PDA), the need for a second dose of surfactant, and the duration of hospitalization.

Results: a total of 160 premature babies with a gestational age of 26-34 weeks were randomly divided into two groups. The results showed that the need for mechanical ventilation, the duration of CPAP needed, and the duration of oxygen therapy were significantly lower in the MIST group than in the INSURE group. Additionally, the incidence of BPD was less common in the MIST group compared to the INSURE group. However, surfactant reflux was more common in the MIST group than in the INSURE group. There were no significant differences between the two groups in other outcomes, including the length of hospital stay and complications such as IVH, PDA, NEC, pneumothorax, and pulmonary hemorrhage.

Conclusion: The results of this research demonstrate that the less invasive method of surfactant therapy (MIST) is a feasible, effective, and low-risk alternative to the INSURE method.

背景:本研究的目的是调查和比较在早产儿自主呼吸期间通过气管内细导管给药表面活性物质与常规 INSURE 方法的效果:在这项临床试验中,需要使用表面活性物质的呼吸窘迫综合征早产儿被随机分配到两组:干预组(MIST)和对照组(INSURE)。两组在治疗相关并发症(不饱和、呼吸暂停、心动过缓和表面活性物质反流)、呼吸系统并发症(机械通气需求、nCPAP 持续时间、氧气需求持续时间、气胸发生频率和肺出血)、早产相关并发症(IVH、NEC、BPD 和 PDA 的发生率)、第二剂表面活性物质的需求和住院时间等方面进行比较。结果:160 名胎龄在 26-34 周的早产儿被随机分为两组。结果显示,MIST 组的机械通气需求、CPAP 持续时间和氧疗持续时间明显低于 INSURE 组。此外,与 INSURE 组相比,MIST 组的 BPD 发生率较低。然而,MIST 组的表面活性物质回流比 INSURE 组更为常见。在其他结果方面,包括住院时间和并发症(如 IVH、PDA、NEC、气胸和肺出血),两组之间没有明显差异:本研究结果表明,表面活化剂治疗的微创方法(MIST)是 INSURE 方法的一种可行、有效和低风险的替代方法。
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引用次数: 0
The Impact of Different Telerehabilitation Methods on Peripheral Muscle Strength and Aerobic Capacity in COPD Patients: A Randomized Controlled Trial. 不同远程康复方法对慢性阻塞性肺病患者外周肌力和有氧能力的影响:随机对照试验
IF 1.8 Q3 RESPIRATORY SYSTEM Pub Date : 2024-09-20 DOI: 10.3390/arm92050035
Amine Ataç, Esra Pehlivan, Fulya Senem Karaahmetoğlu, Zeynep Betül Özcan, Halit Çınarka, Mustafa Çörtük, Kürsad Nuri Baydili, Erdoğan Çetinkaya

Lung diseases have profound effects on the aging population. We aimed to hypothesize and investigate the effect of remote pulmonary telerehabilitation and motor imagery (MI) and action observation (AO) methods on the clinical status of elderly chronic obstructive pulmonary disease (COPD) patients. Twenty-six patients were randomly assigned to pulmonary telerehabilitation (PtR) or cognitive telerehabilitation (CtR) groups. The programs were carried out 3 days a week for 8 weeks. The 6-min walk test (6MWT), modified Medical Research Council dyspnea score, blood lactate level (BLL), measurement of peripheral muscle strength (PMS), and electromyography activation levels of accessory respiratory muscles were the main outcomes. There was a statistically significant improvement (p < 0.05) in both groups in the 6MWT distance and in secondary results, except for BLL. Generally, in the mean muscle activity obtained from the electromyography measurement after the program, there were statistically significant increases in the PtR group and decreases in the CtR group (p < 0.05). There was a statistically significant increase in PMS in both groups. An active muscle-strengthening program has the same benefits as applying the muscle-strengthening program to the patient as MI and AO. CtR can be a powerful alternative rehabilitation method in respiratory patients who cannot tolerate active exercise programs.

肺部疾病对老年人群影响深远。我们的目的是假设并研究远程肺远程康复以及运动想象(MI)和行动观察(AO)方法对老年慢性阻塞性肺病(COPD)患者临床状态的影响。26 名患者被随机分配到肺远程康复(PtR)组或认知远程康复(CtR)组。项目每周进行 3 天,为期 8 周。主要结果包括 6 分钟步行测试(6MWT)、医学研究委员会修改后的呼吸困难评分、血乳酸水平(BLL)、外周肌力测量(PMS)和辅助呼吸肌肌电图激活水平。除血乳酸水平外,两组患者在 6MWT 距离和次要结果方面均有明显改善(P < 0.05)。一般来说,在课程结束后,通过肌电图测量获得的平均肌肉活动量在统计学上铂铑组有明显增加,而铂铑组则有所减少(P < 0.05)。据统计,两组的 PMS 均有明显增加。积极的肌肉强化计划与将肌肉强化计划应用于患者身上的MI和AO具有相同的益处。对于不能耐受主动运动项目的呼吸系统患者来说,CtR 是一种强有力的替代康复方法。
{"title":"The Impact of Different Telerehabilitation Methods on Peripheral Muscle Strength and Aerobic Capacity in COPD Patients: A Randomized Controlled Trial.","authors":"Amine Ataç, Esra Pehlivan, Fulya Senem Karaahmetoğlu, Zeynep Betül Özcan, Halit Çınarka, Mustafa Çörtük, Kürsad Nuri Baydili, Erdoğan Çetinkaya","doi":"10.3390/arm92050035","DOIUrl":"10.3390/arm92050035","url":null,"abstract":"<p><p>Lung diseases have profound effects on the aging population. We aimed to hypothesize and investigate the effect of remote pulmonary telerehabilitation and motor imagery (MI) and action observation (AO) methods on the clinical status of elderly chronic obstructive pulmonary disease (COPD) patients. Twenty-six patients were randomly assigned to pulmonary telerehabilitation (PtR) or cognitive telerehabilitation (CtR) groups. The programs were carried out 3 days a week for 8 weeks. The 6-min walk test (6MWT), modified Medical Research Council dyspnea score, blood lactate level (BLL), measurement of peripheral muscle strength (PMS), and electromyography activation levels of accessory respiratory muscles were the main outcomes. There was a statistically significant improvement (<i>p</i> < 0.05) in both groups in the 6MWT distance and in secondary results, except for BLL. Generally, in the mean muscle activity obtained from the electromyography measurement after the program, there were statistically significant increases in the PtR group and decreases in the CtR group (<i>p</i> < 0.05). There was a statistically significant increase in PMS in both groups. An active muscle-strengthening program has the same benefits as applying the muscle-strengthening program to the patient as MI and AO. CtR can be a powerful alternative rehabilitation method in respiratory patients who cannot tolerate active exercise programs.</p>","PeriodicalId":7391,"journal":{"name":"Advances in respiratory medicine","volume":"92 5","pages":"370-383"},"PeriodicalIF":1.8,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11417740/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142278895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Advances in respiratory medicine
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