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Development of a Tool to Assess the Severity of Pulmonary Hypertension in Patients with Interstitial Lung Disease: A Guide to Assist Therapeutic Choices. 开发一种评估间质性肺病患者肺动脉高压严重程度的工具:一种辅助治疗选择的指南。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-10-06 DOI: 10.3390/arm93050041
Garrett Fiscus, Chebly Dagher, David O'Sullivan, Brett Carollo, Kristen Swanson, Harrison W Farber, Raj Parikh

Background: Pulmonary hypertension (PH) is a frequent complication in patients with interstitial lung disease (ILD); its occurrence results in significant morbidity and mortality. Currently approved treatment options for PH-ILD include inhaled prostacyclin therapy, although this approach may be insufficient in patients who have developed simultaneous right ventricular failure. Moreover, there is no available treatment algorithm regarding the optimal therapy and timing of lung transplant referral for PH-ILD patients based on disease severity.

Design/methods: In this study, we created such a tool to guide PH-specific therapy in PH-ILD patients, especially as further treatment strategies are developed. We developed a 4-point PH-ILD Severity score that integrated both subjective and objective information (WHO FC, CI, TAPSE, PVR) from retrospective analysis of 57 PH-ILD patients.

Results: A score of 3 or greater in the PH-ILD Severity score yielded an AUC of 0.831 (p < 0.001) for the composite endpoint of clinical worsening (hospitalization due to a cardiopulmonary indication; decrease in 6 min walk distance by >15% at 2 consecutive visits; all-cause mortality; lung transplantation).

Conclusions: Further confirmation and evolution of this PH-ILD Severity score will assist in the development of optimal treatment plans in ILD patients diagnosed with concomitant PH.

背景:肺动脉高压(PH)是间质性肺疾病(ILD)患者的常见并发症;它的发生导致了显著的发病率和死亡率。目前批准的PH-ILD治疗方案包括吸入前列环素治疗,尽管这种方法可能不足以治疗并发右心室衰竭的患者。此外,对于基于疾病严重程度的PH-ILD患者的最佳治疗和肺移植转诊时机,尚无可用的治疗算法。设计/方法:在本研究中,我们创建了这样一个工具来指导PH-ILD患者的ph特异性治疗,特别是在进一步的治疗策略开发中。我们从57例PH-ILD患者的回顾性分析中制定了一个综合主观和客观信息(WHO FC, CI, TAPSE, PVR)的4分PH-ILD严重程度评分。结果:PH-ILD严重程度评分为3分或更高,临床恶化(因心肺指征住院;连续两次就诊时6分钟步行距离减少bb0.15%;全因死亡率;肺移植)复合终点的AUC为0.831 (p < 0.001)。结论:进一步确认和发展这种PH-ILD严重程度评分将有助于制定诊断为合并PH的ILD患者的最佳治疗方案。
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引用次数: 0
Real-World Efficacy of Beclomethasone Dipropionate/Formoterol Fumarate/Glycopyrronium on Diaphragmatic Workload Assessed by Ultrasound and Lung Function in Patients with Uncontrolled Asthma. 超声和肺功能评估双丙酸倍氯米松/富马酸福莫特罗/甘替溴铵对未控制哮喘患者膈肌负荷的实际疗效。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-10-01 DOI: 10.3390/arm93050040
Antonio Maiorano, Anna Ferrante Bannera, Chiara Lupia, Daniela Pastore, Emanuela Chiarella, Giovanna Lucia Piazzetta, Angelantonio Maglio, Alessandro Vatrella, Girolamo Pelaia, Corrado Pelaia

Background: Uncontrolled asthma remains a significant clinical challenge, often linked to impaired lung function and increased diaphragmatic workload. Recent studies have shown promising results using a triple inhaled therapy comprising beclomethasone dipropionate/formoterol fumarate/glycopyrronium (BDP/FF/G). This study assessed the real-world efficacy of BDP/FF/G on lung function and diaphragmatic workload in patients with uncontrolled asthma. Methods: A prospective observational study enrolled 21 adult patients diagnosed with uncontrolled asthma despite high-dose ICS/LABA therapy. Patients underwent lung function tests and right diaphragmatic ultrasound assessments at baseline and after three months of treatment with BDP/FF/G (172/5/9 mcg, administered as two inhalations every 12 h). Results: After three months, significant improvements were observed in FEV1 (from 57.75 ± 12.30% to 75.10 ± 18.94%, p < 0.001) and FEF25-75 (from 47.80 ± 19.23% to 75.10 ± 36.06%, p < 0.001). Additionally, during the same period, we recorded significant reductions in residual volume (from 130.10 ± 28.20% to 92.55 ± 21.18%, p < 0.001) and total airway resistance (Rtot) (from 164.60 ± 83.21% to 140.70 ± 83.25%, p < 0.05). The mean asthma control test (ACT) score increased by 5.6 points (p < 0.001), surpassing the established minimal clinically important difference (MCID) of 3 points and raising the cohort mean above the well-controlled threshold. The right diaphragmatic workload was significantly decreased, as shown by a reduction in thickening fraction (TF) (from 63.86 ± 17.67% to 40.29 ± 16.65%, p < 0.01). Correlation analysis indicated significant associations between diaphragmatic function and some lung function parameters (FEV1, FEF25-75, and Rtot). Conclusions: In this real-world pilot, triple BDP/FF/G was linked to improvements in airflow, hyperinflation, symptoms, and a reduction in diaphragmatic thickening fraction, indicating potential physiological benefit. Due to the small sample size, single-centre design, and 3-month follow-up, these results should be viewed as hypothesis-generating and need to be confirmed in larger, controlled, multicentre studies with longer follow-up.

背景:不受控制的哮喘仍然是一个重大的临床挑战,通常与肺功能受损和膈负荷增加有关。最近的研究表明,使用由二丙酸倍氯米松/富马酸福莫特罗/甘溴铵(BDP/FF/G)组成的三重吸入疗法取得了良好的效果。本研究评估了BDP/FF/G对未控制哮喘患者肺功能和膈负荷的实际疗效。方法:一项前瞻性观察研究纳入了21例经高剂量ICS/LABA治疗后仍诊断为未控制哮喘的成年患者。患者在基线和BDP/FF/G治疗3个月后进行肺功能检查和右侧膈超声评估(172/5/9 mcg,每12小时吸入两次)。结果:3个月后,FEV1从57.75±12.30%改善至75.10±18.94%,p < 0.001), FEF25-75从47.80±19.23%改善至75.10±36.06%,p < 0.001)。此外,在同一时期,我们记录到残余体积(从130.10±28.20%降至92.55±21.18%,p < 0.001)和气道总阻力(Rtot)(从164.60±83.21%降至140.70±83.25%,p < 0.05)显著降低。哮喘控制试验(ACT)平均评分提高了5.6分(p < 0.001),超过了最小临床重要差异(MCID) 3分,并将队列平均值提高到控制良好的阈值以上。右侧膈肌负荷显著降低,增厚分数(TF)由63.86±17.67%降至40.29±16.65%,p < 0.01)。相关分析显示膈功能与肺功能参数(FEV1、FEF25-75、Rtot)有显著相关性。结论:在这个现实世界的试验中,三重BDP/FF/G与改善气流、恶性充气、症状和减少膈增厚分数有关,表明潜在的生理益处。由于样本量小,单中心设计,随访3个月,这些结果应被视为假设产生,需要在更大的、对照的、多中心的长期随访研究中得到证实。
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引用次数: 0
NSCLC EGFR Mutation Prediction via Random Forest Model: A Clinical-CT-Radiomics Integration Approach. 随机森林模型预测非小细胞肺癌EGFR突变:临床- ct -放射组学整合方法。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-26 DOI: 10.3390/arm93050039
Anass Benfares, Badreddine Alami, Sara Boukansa, Mamoun Qjidaa, Ikram Benomar, Mounia Serraj, Ahmed Lakhssassi, Mohammed Ouazzani Jamil, Mustapha Maaroufi, Hassan Qjidaa

Non-small cell lung cancer (NSCLC) is the leading cause of cancer-related mortality worldwide. Accurate determination of epidermal growth factor receptor (EGFR) mutation status is essential for selecting patients eligible for tyrosine kinase inhibitors (TKIs). However, invasive genotyping is often limited by tissue accessibility and sample quality. This study presents a non-invasive machine learning model combining clinical data, CT morphological features, and radiomic descriptors to predict EGFR mutation status. A retrospective cohort of 138 patients with confirmed EGFR status and pre-treatment CT scans was analyzed. Radiomic features were extracted with PyRadiomics, and feature selection applied mutual information, Spearman correlation, and wrapper-based methods. Five Random Forest models were trained with different feature sets. The best-performing model, based on 11 selected variables, achieved an AUC of 0.91 (95% CI: 0.81-1.00) under stratified five-fold cross-validation, with an accuracy of 0.88 ± 0.03. Subgroup analysis showed that EGFR-WT had a performance of precision 0.93 ± 0.04, recall 0.92 ± 0.03, F1-score 0.91 ± 0.02, and EGFR-Mutant had a performance of precision 0.76 ± 0.05, recall 0.71 ± 0.05, F1-score 0.68 ± 0.04. SHapley Additive exPlanations (SHAP) analysis identified tobacco use, enhancement pattern, and gray-level-zone entropy as key predictors. Decision curve analysis confirmed clinical utility, supporting its role as a non-invasive tool for EGFR-screening.

非小细胞肺癌(NSCLC)是全球癌症相关死亡的主要原因。准确测定表皮生长因子受体(EGFR)突变状态对于选择符合酪氨酸激酶抑制剂(TKIs)条件的患者至关重要。然而,侵入性基因分型常常受到组织可及性和样本质量的限制。本研究提出了一种非侵入性机器学习模型,结合临床数据、CT形态特征和放射学描述符来预测EGFR突变状态。回顾性分析了138例确诊EGFR状态和治疗前CT扫描的患者。利用PyRadiomics提取放射组学特征,并采用互信息、Spearman相关和基于包装的方法进行特征选择。用不同的特征集训练5个随机森林模型。在分层五重交叉验证下,基于11个选定变量的最佳模型的AUC为0.91 (95% CI: 0.81-1.00),准确率为0.88±0.03。亚组分析显示,EGFR-WT的精密度为0.93±0.04,召回率为0.92±0.03,f1评分为0.91±0.02;EGFR-Mutant的精密度为0.76±0.05,召回率为0.71±0.05,f1评分为0.68±0.04。SHapley加性解释(SHAP)分析确定烟草使用、增强模式和灰度区熵是关键的预测因子。决策曲线分析证实了其临床实用性,支持其作为egfr筛查的非侵入性工具的作用。
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引用次数: 0
Safety and Tolerability of Inhaled Aztreonam in Children and Adolescents: A Systematic Review and Meta-Analysis. 儿童和青少年吸入氨曲南的安全性和耐受性:一项系统综述和荟萃分析。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-26 DOI: 10.3390/arm93050038
Valmir N Rastely-Junior, Hosanea S N Rocha, Mitermayer G Reis

Respiratory infections and chronic lung disease are major contributors to morbidity in children. Aztreonam lysine for inhalation (AZLI) delivers high local antibiotic concentrations while limiting systemic exposure; however, its safety in younger patients remains uncertain. This systematic review and meta-analysis searched MEDLINE, CENTRAL, and Google Scholar for randomized and observational studies reporting adverse events in children and adolescents (≤18 years) receiving AZLI, with no date limit. Fourteen studies were included. Most studies were moderate-to-high quality. Comparative analysis showed no clinically relevant increase in common adverse events relative to placebo or other inhaled antibiotics. The pooled relative risk for severe respiratory disorders (grade 3/4) was 1.65 (95% CI 1.07-2.57), suggesting a higher incidence of serious respiratory events, while a protective effect against decline in pulmonary function was observed (RR 0.70, 95% CI 0.54-0.90). Adverse events were generally mild; serious adverse events and hospitalizations were infrequent and comparable between groups. Cumulative prevalence estimates indicated that respiratory irritation occurred in 10-25% of patients, whereas systemic effects were uncommon. Overall, AZLI appears to have an acceptable tolerability and safety profile in children and adolescents, though careful monitoring is warranted, especially for severe respiratory events.

呼吸道感染和慢性肺病是儿童发病的主要原因。吸入氨曲南赖氨酸(AZLI)提供高局部抗生素浓度,同时限制全身暴露;然而,其在年轻患者中的安全性仍不确定。本系统综述和荟萃分析在MEDLINE、CENTRAL和谷歌Scholar中检索了报告接受AZLI的儿童和青少年(≤18岁)不良事件的随机和观察性研究,没有日期限制。纳入了14项研究。大多数研究都是中等到高质量的。比较分析显示,与安慰剂或其他吸入抗生素相比,常见不良事件没有临床相关的增加。严重呼吸系统疾病(3/4级)的合并相对危险度为1.65 (95% CI 1.07-2.57),表明严重呼吸事件发生率较高,同时观察到对肺功能下降的保护作用(RR 0.70, 95% CI 0.54-0.90)。不良事件一般轻微;严重不良事件和住院治疗不常见,组间具有可比性。累积流行率估计表明,10-25%的患者发生呼吸道刺激,而全身性影响并不常见。总的来说,AZLI在儿童和青少年中似乎具有可接受的耐受性和安全性,尽管需要仔细监测,特别是对于严重的呼吸事件。
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引用次数: 0
FeNO 350 mL/s: Unlocking the Small Airways to Achieve Clinical Remission in Severe Asthma-A Pilot Study. FeNO 350ml /s:打开小气道以实现严重哮喘的临床缓解-一项试点研究
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-17 DOI: 10.3390/arm93050037
Vitaliano Nicola Quaranta, Andrea Portacci, Leonardo Maselli, Marta Tornesello, Maria Granito, Gennaro Rociola, Silvano Dragonieri, Giovanna Elisiana Carpagnano

Background: Several studies focused on the importance of managing small airways disease in the treatment of severe asthma, whose improvement can improve respiratory symptoms, lung function, and airways inflammation, potentially reaching the objective of clinical remission. Methods: Twenty-five patients with severe asthma and without bronchiectasis were enrolled. They were started on biological therapies with Omalizumab, Dupilumab, Benralizumab or Mepolizumab. Follow-up evaluations were conducted at baseline (T0) and after one year of biological therapy (T1). Assessments included clinical evaluations, spirometry, questionnaires, and inflammatory markers. Results: Predictive analysis identified baseline FeNO 350 mL/s levels as a significant predictor of clinical remission in both univariable and multivariable analysis. Higher FeNO 350 mL/s levels at T0 were associated with an increased likelihood of achieving remission (p = 0.012). The optimal cutoff value for FeNO 350 mL/s was determined to be 18 ppb, based on the Younden Index. Conclusions: Following patients with severe asthma on biological therapy for one year, FeNO 350 mL/s could be used as a predictive factor of clinical remission, highlighting its importance as inflammatory marker not only in small airways disease, but also in predicting clinical remission in severe asthmatic patients.

背景:几项研究集中在严重哮喘治疗中管理小气道疾病的重要性,其改善可以改善呼吸系统症状、肺功能和气道炎症,可能达到临床缓解的目标。方法:选取25例无支气管扩张的重度哮喘患者。他们开始使用Omalizumab, Dupilumab, Benralizumab或Mepolizumab的生物疗法。在基线(T0)和生物治疗1年后(T1)进行随访评估。评估包括临床评估、肺活量测定、问卷调查和炎症标志物。结果:在单变量和多变量分析中,预测分析确定基线FeNO 350ml /s水平是临床缓解的重要预测因子。T0时较高的FeNO 350 mL/s水平与获得缓解的可能性增加相关(p = 0.012)。根据Younden指数,FeNO 350ml /s的最佳截止值确定为18 ppb。结论:重度哮喘患者接受生物治疗1年后,FeNO 350ml /s可作为临床缓解的预测因素,突出其作为炎症标志物不仅在小气道疾病中,而且在预测重度哮喘患者临床缓解方面的重要性。
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引用次数: 0
Detecting Airway Involvement in Non-Asthmatic Eosinophilic Disorders: Diagnostic Utility of Fractional Exhaled Nitric Oxide (FeNO). 检测气道累及非哮喘性嗜酸性粒细胞疾病:分次呼出一氧化氮(FeNO)的诊断效用。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-16 DOI: 10.3390/arm93050036
Nicolas Raoul, Lucie Laurent, Ophélie Ritter, Pauline Roux-Claudé, Faraj Al Freijat, Nadine Magy-Bertrand, Virginie Westeel, Cindy Barnig

Airway involvement in eosinophilic disorders other than asthma is not well-defined, and the symptoms may be overshadowed by other more prominent eosinophilic extra-respiratory manifestations. This study aimed to evaluate the utility of fractional exhaled nitric oxide (FeNO) in diagnosing eosinophilic airway involvement in patients with persistent eosinophilia (>0.5 × 109/L). We conducted a retrospective analysis of adult patients with confirmed peripheral blood eosinophilia (>0.5 × 109/L) on at least two occasions one month apart. Patients with blood eosinophilia associated with known eosinophilic airway inflammatory diseases were excluded from the study. Pulmonary function testing, spirometry, and FeNO measurement were conducted. A total of 14 patients with various eosinophil-related disorders were identified, with a mean age of 65.7 years. Increased FeNO levels were associated with airflow obstruction and clinical symptoms such as coughing and wheezing. Notably, eosinophil levels were not predictive of eosinophilic airway involvement. FeNO could be a useful diagnostic tool for detecting bronchial eosinophilic airway inflammation in non-asthmatic disorders, thereby enabling appropriate treatment. Further studies with larger cohorts are needed to validate these findings.

除哮喘外,嗜酸性粒细胞疾病的气道受累程度不明确,其症状可能被其他更突出的嗜酸性粒细胞呼吸外表现所掩盖。本研究旨在评估分数呼出一氧化氮(FeNO)在诊断持续性嗜酸性粒细胞增多(>0.5 × 109/L)患者嗜酸性粒细胞气道累及中的应用价值。我们对至少两次确诊外周血嗜酸性粒细胞增多(>0.5 × 109/L)的成年患者进行了回顾性分析,时间间隔一个月。伴有已知嗜酸性气道炎症性疾病的血嗜酸性粒细胞增多患者被排除在研究之外。进行肺功能检查、肺活量测定和FeNO测定。共有14例患者患有各种嗜酸性粒细胞相关疾病,平均年龄65.7岁。FeNO水平升高与气流阻塞和咳嗽、喘息等临床症状有关。值得注意的是,嗜酸性粒细胞水平不能预测嗜酸性粒细胞气道受累。FeNO可能是一种有用的诊断工具,用于检测非哮喘性疾病的支气管嗜酸性气道炎症,从而使适当的治疗成为可能。需要更大规模的进一步研究来验证这些发现。
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引用次数: 0
Bronchial Artery Embolisation in Haemoptysis Management: A Scoping Review with Emphasis on Embolic Materials and Indications. 支气管动脉栓塞治疗咯血:范围回顾,重点是栓塞材料和适应症。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-12 DOI: 10.3390/arm93050035
Anna Ziętarska, Adam Dobek, Anna Sawina, Piotr Białek, Sebastian Majewski, Ludomir Stefańczyk

Haemoptysis is an alarming symptom of a wide spectrum of underlying diseases, ranging from indolent chronic conditions to life-threatening states. Among the strategies to manage pulmonary bleeding is bronchial artery embolisation (BAE), an interventional radiology procedure. The objective of this scoping review was to map the current evidence on embolic agents used in BAE for haemoptysis management, with a focus on their clinical applications, and decision-making factors. Studies published between 2019 and 2024 were included if they specified the embolic material used and reported outcomes of BAE in adult patients. Data were extracted from PubMed and charted according to embolic agent type, recurrence rate, and clinical context. Thirty-one studies met the eligibility criteria. Polyvinyl alcohol (PVA) remains the most widely studied agent, comparable in efficacy to more homogeneous microspheres. Gelatin sponges (GS), though biodegradable, are well-documented and affordable, making them a common choice. N-butyl-2-cyanoacrylate (NBCA) is highly effective for small vessels and may offer lower recurrence rates. Coils are valuable in proximal embolisation and severe cases. This review highlights the need for individualised embolisation strategies and updated guidelines for material selection, considering clinical context, vascular anatomy, and recurrence rates. The findings aim to support evidence-based decision-making in interventional radiology practice.

咯血是一种广泛的潜在疾病的令人担忧的症状,从惰性慢性疾病到危及生命的状态。处理肺出血的策略之一是支气管动脉栓塞(BAE),一种介入放射学程序。本综述的目的是绘制目前BAE中用于咯血治疗的栓塞剂的证据,重点是它们的临床应用和决策因素。2019年至2024年间发表的研究,如果详细说明了成人患者使用的栓塞材料和报告的BAE结果,则纳入其中。数据从PubMed中提取,并根据栓塞剂类型、复发率和临床情况绘制图表。31项研究符合入选标准。聚乙烯醇(PVA)仍然是研究最广泛的药剂,其功效可与更均匀的微球相媲美。明胶海绵(GS)虽然是可生物降解的,但有充分的文献证明且价格合理,使其成为一种常见的选择。n -丁基-2-氰基丙烯酸酯(NBCA)对小血管非常有效,复发率也较低。线圈在近端栓塞和严重病例中很有价值。这篇综述强调了个体化栓塞策略和更新材料选择指南的必要性,考虑到临床情况、血管解剖和复发率。研究结果旨在为介入放射学实践中的循证决策提供支持。
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引用次数: 0
The Safety and Performance of a Novel Extracorporeal Membrane Oxygenation Device in a Long-Term Ovine Model. 一种新型体外膜氧合装置在长期羊模型中的安全性和性能。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-09 DOI: 10.3390/arm93050034
Yongchao Li, Lei Cai, Jia Huang, Hongbin Gao, Zhongqiang Huang, Yalun Guan, Yunfeng Li, Shuhua Liu, Shi Liang, Summer Xiatian Li, Hongzhou Lu, Ge Li, Yijiang Li, Yu Zhang

Since extracorporeal membrane oxygenation (ECMO) is primarily used for patients in a high-risk state and is an invasive procedure, its unique application scenarios make it difficult to recruit suitable cases for clinical trials. Therefore, large animal models have become one of the most important models for preclinical evaluation of the safety and effectiveness of ECMO. This study aims to assess the safety and performance of a novel portable ECMO device with Small-tail Han sheep. Fifteen sheep were divided into a test group (LIFEMOTION, Chinabridge, Shenzhen, China) and control group (NOVALUNG XLUNG kit 230, Xonis, Heilbronn, Germany) with veno-venous ECMO (VV-ECMO) and veno-arterial ECMO (VA-ECMO) modes. Tracheal intubation, arteriovenous access, and ECMO support were performed. Vital signs and blood laboratory tests of the subjects were monitored and recorded. The main organs were examined pathologically at the end of day fourteen. The serum protein expression profile was analyzed by protein quantification techniques. All sheep were successfully weaned from ECMO without transfusion or cannula complications. No significant differences were observed between the two groups in terms of vital signs, oxygenation, hemodynamic stability, and physiological function (p > 0.05). According to the serum protein expression profile, no significant biomarkers associated with ECMO clinical complications were identified. The LIFEMOTION ECMO device demonstrated good safety and efficacy.

由于体外膜氧合(extracorporeal membrane oxygenation, ECMO)主要用于高危状态的患者,是一种侵入性手术,其独特的应用场景使其难以招募到适合临床试验的病例。因此,大型动物模型已成为临床前评价ECMO安全性和有效性的重要模型之一。本研究旨在评估一种新型便携式小尾寒羊ECMO装置的安全性和性能。将15只羊分为试验组(LIFEMOTION, chinbridge,深圳,中国)和对照组(NOVALUNG XLUNG kit 230, Xonis, Heilbronn,德国),采用静脉-静脉ECMO (VV-ECMO)和静脉-动脉ECMO (VA-ECMO)两种模式。气管插管,动静脉通路,ECMO支持。监测并记录受试者的生命体征和血液化验结果。第14天结束时对主要脏器进行病理检查。用蛋白定量技术分析血清蛋白表达谱。所有羊均成功断奶,无输血或插管并发症。两组患者生命体征、氧合、血流动力学稳定性及生理功能比较,差异均无统计学意义(p < 0.05)。根据血清蛋白表达谱,未发现与ECMO临床并发症相关的显著生物标志物。LIFEMOTION ECMO具有良好的安全性和有效性。
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引用次数: 0
Test-Retest Reliability and Minimal Detectable Change of the 6-Minute Step Test and 1-Minute Sit-to-Stand Test in Post-COVID-19 Patients. covid -19后患者6分钟步测和1分钟坐立测的重测信度和最小可检测变化
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-08 DOI: 10.3390/arm93050033
Patchareeya Amput, Weerasak Tapanya, Sirima Wongphon, Krittin Naravejsakul, Thanakorn Sritiyot

Background: This study aims to determine test-retest reliability and to calculate minimal detectable change (MDC) scores for the functional capacity of the 6-minute step test (6MST) and 1 min sit-to-stand test (1-min-STST), and compare these outcomes with the 6-minute walk test (6MWT) in post-COVID-19 patients.

Methods: A total of 42 post-COVID-19 patients aged 18 years or older were recruited for this study. The post-COVID-19 patients were investigated for cardiovascular response parameters induced by a 6MWT, 6MST, and 1-min-STST on two different days, with a five-day interval between the first and second days.

Results: The test-retest reliability obtained between the initial measurement and the measurement recorded five days later in the post-COVID-19 patients was excellent for all three of the 6MWT, 6MST, and 1-min-STST. The ICC of the 6MWT was 0.97 with MDC95 at 5.57%. The ICC of the 6MST was 0.93 with MDC95 at 12.21%, while, the ICC of the 1-min-STST was 0.96 with MDC95 at 3.61%.

Conclusions: The 6MST and 1-min-STST were valid and acceptable for the evaluation of functional capacity in post- COVID-19 patients and can be used to investigate whether each post-COVID-19 patient had made significant improvement in a clinical setting.

背景:本研究旨在确定重测信度,计算6分钟步行测试(6MST)和1分钟坐立测试(1 min- stst)功能能力的最小可检测变化(MDC)评分,并将这些结果与6分钟步行测试(6MWT)进行比较。方法:共招募42例18岁及以上的新冠肺炎后患者。在不同的两天(第一天和第二天间隔5天),研究6MWT、6MST和1 min- stst诱导的covid -19后患者心血管反应参数。结果:对于6MWT、6MST和1 min- stst这三种情况,covid -19后患者的初始测量与5天后记录的测量之间的重测信度均为极好。6MWT的ICC为0.97,MDC95为5.57%。6MST的ICC为0.93,MDC95为12.21%;1min - stst的ICC为0.96,MDC95为3.61%。结论:6MST和1 min- stst用于评估COVID-19后患者的功能能力是有效和可接受的,可用于调查每个COVID-19后患者在临床环境中是否有显着改善。
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引用次数: 0
Machine Learning-Driven Lung Sound Analysis: Novel Methodology for Asthma Diagnosis. 机器学习驱动的肺部声音分析:哮喘诊断的新方法。
IF 2.3 Q3 RESPIRATORY SYSTEM Pub Date : 2025-09-04 DOI: 10.3390/arm93050032
Ihsan Topaloglu, Gulfem Ozduygu, Cagri Atasoy, Guntug Batıhan, Damla Serce, Gulsah Inanc, Mutlu Onur Güçsav, Arif Metehan Yıldız, Turker Tuncer, Sengul Dogan, Prabal Datta Barua

Introduction: Asthma is a chronic airway inflammatory disease characterized by variable airflow limitation and intermittent symptoms. In well-controlled asthma, auscultation and spirometry often appear normal, making diagnosis challenging. Moreover, bronchial provocation tests carry a risk of inducing acute bronchoconstriction. This study aimed to develop a non-invasive, objective, and reproducible diagnostic method using machine learning-based lung sound analysis for the early detection of asthma, even during stable periods.

Methods: We designed a machine learning algorithm to classify controlled asthma patients and healthy individuals using respiratory sounds recorded with a digital stethoscope. We enrolled 120 participants (60 asthmatic, 60 healthy). Controlled asthma was defined according to Global Initiative for Asthma (GINA) criteria and was supported by normal spirometry, no pathological auscultation findings, and no exacerbations in the past three months. A total of 3600 respiratory sound segments (each 3 s long) were obtained by dividing 90 s recordings from 120 participants (60 asthmatic, 60 healthy) into non-overlapping clips. The samples were analyzed using Mel-Frequency Cepstral Coefficients (MFCCs) and Tunable Q-Factor Wavelet Transform (TQWT). Significant features selected with ReliefF were used to train Quadratic Support Vector Machine (SVM) and Narrow Neural Network (NNN) models.

Results: In 120 participants, pulmonary function test (PFT) results in the asthma group showed lower FEV1 (86.9 ± 5.7%) and FEV1/FVC ratios (86.1 ± 8.8%) compared to controls, but remained within normal ranges. Quadratic SVM achieved 99.86% accuracy, correctly classifying 99.44% of controls and 99.89% of asthma cases. Narrow Neural Network achieved 99.63% accuracy. Sensitivity, specificity, and F1-scores exceeded 99%.

Conclusion: This machine learning-based algorithm provides accurate asthma diagnosis, even in patients with normal spirometry and clinical findings, offering a non-invasive and efficient diagnostic tool.

简介:哮喘是一种以可变气流受限和间歇性症状为特征的慢性气道炎症性疾病。在控制良好的哮喘患者中,听诊和肺活量测定通常表现正常,这使得诊断具有挑战性。此外,支气管激发试验有诱发急性支气管收缩的危险。本研究旨在开发一种无创、客观、可重复的诊断方法,使用基于机器学习的肺音分析来早期检测哮喘,甚至在稳定期。方法:我们设计了一种机器学习算法,利用数字听诊器记录的呼吸声音对控制哮喘患者和健康个体进行分类。我们招募了120名参与者(60名哮喘患者,60名健康人)。对照哮喘根据全球哮喘倡议(GINA)标准定义,肺量正常,无病理听诊结果,过去3个月内无加重。通过将120名参与者(60名哮喘患者,60名健康患者)90秒的录音分成不重叠的片段,共获得3600个呼吸音片段(每3秒长)。使用Mel-Frequency倒谱系数(MFCCs)和可调q因子小波变换(TQWT)对样本进行分析。利用ReliefF选择的显著特征训练二次支持向量机(SVM)和窄神经网络(NNN)模型。结果:在120名参与者中,哮喘组的肺功能测试(PFT)结果显示,与对照组相比,FEV1(86.9±5.7%)和FEV1/FVC比率(86.1±8.8%)较低,但仍在正常范围内。二次支持向量机的准确率达到99.86%,对99.44%的对照组和99.89%的哮喘病例进行了正确分类。窄神经网络的准确率达到99.63%。敏感性、特异性和f1评分均超过99%。结论:该基于机器学习的算法可提供准确的哮喘诊断,即使在肺量和临床表现正常的患者中也是如此,提供了一种无创、高效的诊断工具。
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Advances in respiratory medicine
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